nightmareai
/
arf-svox2
Artistic Radiance Fields - Transfer the style of an image to a 3D scene (NeRF)
Prediction
nightmareai/arf-svox2:e169fc45cf0cc731656decd7a6da19145c764b717a7e8126eac2b834232fdf37Input
- image
- scene
- flower
{ "image": "https://replicate.delivery/mgxm/c9ab63f5-0111-46fa-bf3c-b24c45256bd6/20210215_110704.jpg", "scene": "flower" }Install Replicate’s Node.js client library:npm install replicateImport and set up the client:import Replicate from "replicate"; const replicate = new Replicate({ auth: process.env.REPLICATE_API_TOKEN, });Run nightmareai/arf-svox2 using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
const output = await replicate.run( "nightmareai/arf-svox2:e169fc45cf0cc731656decd7a6da19145c764b717a7e8126eac2b834232fdf37", { input: { image: "https://replicate.delivery/mgxm/c9ab63f5-0111-46fa-bf3c-b24c45256bd6/20210215_110704.jpg", scene: "flower" } } ); // To access the file URL: console.log(output.url()); //=> "http://example.com" // To write the file to disk: fs.writeFile("my-image.png", output);To learn more, take a look at the guide on getting started with Node.js.
Install Replicate’s Python client library:pip install replicateImport the client:import replicateRun nightmareai/arf-svox2 using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
output = replicate.run( "nightmareai/arf-svox2:e169fc45cf0cc731656decd7a6da19145c764b717a7e8126eac2b834232fdf37", input={ "image": "https://replicate.delivery/mgxm/c9ab63f5-0111-46fa-bf3c-b24c45256bd6/20210215_110704.jpg", "scene": "flower" } ) print(output)To learn more, take a look at the guide on getting started with Python.
Run nightmareai/arf-svox2 using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
curl -s -X POST \ -H "Authorization: Bearer $REPLICATE_API_TOKEN" \ -H "Content-Type: application/json" \ -H "Prefer: wait" \ -d $'{ "version": "nightmareai/arf-svox2:e169fc45cf0cc731656decd7a6da19145c764b717a7e8126eac2b834232fdf37", "input": { "image": "https://replicate.delivery/mgxm/c9ab63f5-0111-46fa-bf3c-b24c45256bd6/20210215_110704.jpg", "scene": "flower" } }' \ https://api.replicate.com/v1/predictionsTo learn more, take a look at Replicate’s HTTP API reference docs.
Output
{ "completed_at": "2022-06-23T03:56:32.317382Z", "created_at": "2022-06-23T03:27:41.809269Z", "data_removed": false, "error": null, "id": "slugofz6f5dhrhijnrk5g4wkhi", "input": { "image": "https://replicate.delivery/mgxm/c9ab63f5-0111-46fa-bf3c-b24c45256bd6/20210215_110704.jpg", "scene": "flower" }, "logs": "Downloading checkpoint for flower\nDetected LLFF dataset\nUsing pre-scaled images from /root/.cache/arf-svox2/data/llff/flower/images_4\nLoaded LLFF data /root/.cache/arf-svox2/data/llff/flower 22.573735200863933 222.47985705021057\nrecentered (3, 4)\n[ 1.4332432 12.709555 ]\nOverriding offset 250-> 250\ndmin = 1.433243, dmax = 12.709555, invz = 0, offset = 250\n\n 0%| | 0/29 [00:00<?, ?it/s]\n 3%|▎ | 1/29 [00:00<00:02, 9.78it/s]\n 10%|█ | 3/29 [00:00<00:01, 13.99it/s]\n 17%|█▋ | 5/29 [00:00<00:01, 15.50it/s]\n 24%|██▍ | 7/29 [00:00<00:01, 17.10it/s]\n 34%|███▍ | 10/29 [00:00<00:00, 19.17it/s]\n 45%|████▍ | 13/29 [00:00<00:00, 21.07it/s]\n 55%|█████▌ | 16/29 [00:00<00:00, 22.08it/s]\n 66%|██████▌ | 19/29 [00:00<00:00, 22.52it/s]\n 76%|███████▌ | 22/29 [00:01<00:00, 22.80it/s]\n 86%|████████▌ | 25/29 [00:01<00:00, 23.24it/s]\n 97%|█████████▋| 28/29 [00:01<00:00, 23.62it/s]\n100%|██████████| 29/29 [00:01<00:00, 21.21it/s]\nz_bounds from LLFF: [1.4332431554794312, 12.709554672241211] (not used)\nscene_radius [1.496031746031746, 1.6613756613756614, 1.0]\n Generating rays, scaling factor 1\nic| \"Loaded ckpt: \": 'Loaded ckpt: '\n args.init_ckpt: '/root/.cache/arf-svox2/ckpt_svox2/llff/flower/ckpt.npz'\nic| grid.basis_dim: 1\nRender options RenderOptions(backend='cuvol', background_brightness=0.5, step_size=0.5, sigma_thresh=1e-08, stop_thresh=1e-07, last_sample_opaque=False, near_clip=0.0, use_spheric_clip=False, random_sigma_std=0.0, random_sigma_std_background=0.0)\nopt_style.py:508: DeprecationWarning: Starting with ImageIO v3 the behavior of this function will switch to that of iio.v3.imread. To keep the current behavior (and make this warning dissapear) use `import imageio.v2 as imageio` or call `imageio.v2.imread` directly.\n style_img = imageio.imread(args.style).astype(np.float32) / 255.0\nic| \"Style image: \": 'Style image: '\n args.style: '/tmp/tmppfk2cab220210215_110704.jpg'\n style_img.shape: torch.Size([283, 504, 3])\nDownloading: \"https://download.pytorch.org/models/vgg16-397923af.pth\" to /root/.cache/torch/hub/checkpoints/vgg16-397923af.pth\n\n 0%| | 0.00/528M [00:00<?, ?B/s]\n 2%|▏ | 8.29M/528M [00:00<00:06, 86.9MB/s]\n 6%|▌ | 31.3M/528M [00:00<00:02, 178MB/s]\n 10%|█ | 54.8M/528M [00:00<00:02, 209MB/s]\n 15%|█▌ | 80.0M/528M [00:00<00:02, 231MB/s]\n 19%|█▉ | 102M/528M [00:00<00:02, 201MB/s]\n 23%|██▎ | 122M/528M [00:00<00:02, 202MB/s]\n 27%|██▋ | 141M/528M [00:00<00:01, 203MB/s]\n 31%|███ | 162M/528M [00:00<00:01, 205MB/s]\n 34%|███▍ | 182M/528M [00:00<00:01, 208MB/s]\n 38%|███▊ | 202M/528M [00:01<00:01, 204MB/s]\n 42%|████▏ | 221M/528M [00:01<00:01, 198MB/s]\n 46%|████▌ | 240M/528M [00:01<00:01, 198MB/s]\n 49%|████▉ | 260M/528M [00:01<00:01, 201MB/s]\n 53%|█████▎ | 279M/528M [00:01<00:01, 199MB/s]\n 57%|█████▋ | 299M/528M [00:01<00:01, 199MB/s]\n 60%|██████ | 318M/528M [00:01<00:01, 194MB/s]\n 64%|██████▎ | 336M/528M [00:01<00:01, 194MB/s]\n 67%|██████▋ | 355M/528M [00:01<00:00, 194MB/s]\n 71%|███████ | 373M/528M [00:01<00:00, 194MB/s]\n 74%|███████▍ | 392M/528M [00:02<00:00, 194MB/s]\n 78%|███████▊ | 411M/528M [00:02<00:00, 196MB/s]\n 81%|████████▏ | 430M/528M [00:02<00:00, 196MB/s]\n 85%|████████▌ | 451M/528M [00:02<00:00, 203MB/s]\n 89%|████████▉ | 471M/528M [00:02<00:00, 207MB/s]\n 94%|█████████▍| 495M/528M [00:02<00:00, 219MB/s]\n 98%|█████████▊| 518M/528M [00:02<00:00, 226MB/s]\n100%|██████████| 528M/528M [00:02<00:00, 204MB/s]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 0\n epoch_size: 22099392\n batches_per_epoch: 4420\n batch_size: 5000\n optim_type: 'ray'\n\n 0%| | 0/4420 [00:00<?, ?it/s]\n 0%| | 5/4420 [00:00<01:35, 46.35it/s]\n 0%| | 10/4420 [00:00<01:33, 47.41it/s]\n 0%| | 17/4420 [00:00<01:19, 55.20it/s]\n19 13.1097 : 0%| | 17/4420 [00:00<01:19, 55.20it/s]\n19 13.1097 : 1%| | 27/4420 [00:00<01:02, 70.58it/s]\n19 13.1097 : 1%| | 37/4420 [00:00<00:55, 79.55it/s]\n39 13.8787 : 1%| | 37/4420 [00:00<00:55, 79.55it/s]\n39 13.8787 : 1%| | 47/4420 [00:00<00:51, 84.51it/s]\n39 13.8787 : 1%|▏ | 57/4420 [00:00<00:50, 87.04it/s]\n59 14.0519 : 1%|▏ | 57/4420 [00:00<00:50, 87.04it/s]\n59 14.0519 : 1%|▏ | 66/4420 [00:00<00:49, 87.41it/s]\n59 14.0519 : 2%|▏ | 76/4420 [00:00<00:49, 88.62it/s]\n79 15.2427 : 2%|▏ | 76/4420 [00:01<00:49, 88.62it/s]\n79 15.2427 : 2%|▏ | 86/4420 [00:01<00:48, 89.20it/s]\n79 15.2427 : 2%|▏ | 96/4420 [00:01<00:48, 89.67it/s]\n99 15.3819 : 2%|▏ | 96/4420 [00:01<00:48, 89.67it/s]\n99 15.3819 : 2%|▏ | 105/4420 [00:01<00:48, 89.39it/s]\n99 15.3819 : 3%|▎ | 115/4420 [00:01<00:46, 91.92it/s]\n119 16.0052 : 3%|▎ | 115/4420 [00:01<00:46, 91.92it/s]\n119 16.0052 : 3%|▎ | 125/4420 [00:01<00:46, 93.12it/s]\n119 16.0052 : 3%|▎ | 136/4420 [00:01<00:44, 96.29it/s]\n139 13.8893 : 3%|▎ | 136/4420 [00:01<00:44, 96.29it/s]\n139 13.8893 : 3%|▎ | 149/4420 [00:01<00:41, 103.55it/s]\n159 13.6239 : 3%|▎ | 149/4420 [00:01<00:41, 103.55it/s]\n159 13.6239 : 4%|▎ | 160/4420 [00:01<00:40, 105.40it/s]\n159 13.6239 : 4%|▍ | 171/4420 [00:01<00:39, 106.70it/s]\n179 14.4602 : 4%|▍ | 171/4420 [00:01<00:39, 106.70it/s]\n179 14.4602 : 4%|▍ | 182/4420 [00:02<00:40, 105.59it/s]\n179 14.4602 : 4%|▍ | 193/4420 [00:02<00:40, 105.43it/s]\n199 15.4869 : 4%|▍ | 193/4420 [00:02<00:40, 105.43it/s]\n199 15.4869 : 5%|▍ | 204/4420 [00:02<00:40, 103.35it/s]\n199 15.4869 : 5%|▍ | 215/4420 [00:02<00:41, 101.06it/s]\n219 18.4369 : 5%|▍ | 215/4420 [00:02<00:41, 101.06it/s]\n219 18.4369 : 5%|▌ | 226/4420 [00:02<00:41, 100.37it/s]\n219 18.4369 : 5%|▌ | 237/4420 [00:02<00:41, 100.37it/s]\n239 18.1294 : 5%|▌ | 237/4420 [00:02<00:41, 100.37it/s]\n239 18.1294 : 6%|▌ | 248/4420 [00:02<00:41, 100.37it/s]\n239 18.1294 : 6%|▌ | 259/4420 [00:02<00:41, 101.06it/s]\n259 17.8953 : 6%|▌ | 259/4420 [00:02<00:41, 101.06it/s]\n259 17.8953 : 6%|▌ | 270/4420 [00:02<00:40, 103.07it/s]\n279 19.4382 : 6%|▌ | 270/4420 [00:02<00:40, 103.07it/s]\n279 19.4382 : 6%|▋ | 281/4420 [00:02<00:39, 104.17it/s]\n279 19.4382 : 7%|▋ | 294/4420 [00:03<00:37, 109.31it/s]\n299 18.7470 : 7%|▋ | 294/4420 [00:03<00:37, 109.31it/s]\n299 18.7470 : 7%|▋ | 307/4420 [00:03<00:35, 115.18it/s]\n319 15.2849 : 7%|▋ | 307/4420 [00:03<00:35, 115.18it/s]\n319 15.2849 : 7%|▋ | 320/4420 [00:03<00:34, 118.60it/s]\n319 15.2849 : 8%|▊ | 333/4420 [00:03<00:34, 119.79it/s]\n339 16.7354 : 8%|▊ | 333/4420 [00:03<00:34, 119.79it/s]\n339 16.7354 : 8%|▊ | 346/4420 [00:03<00:33, 120.44it/s]\n339 16.7354 : 8%|▊ | 359/4420 [00:03<00:33, 120.41it/s]\n359 16.9879 : 8%|▊ | 359/4420 [00:03<00:33, 120.41it/s]\n359 16.9879 : 8%|▊ | 372/4420 [00:03<00:34, 118.04it/s]\n379 17.4306 : 8%|▊ | 372/4420 [00:03<00:34, 118.04it/s]\n379 17.4306 : 9%|▊ | 384/4420 [00:03<00:34, 117.66it/s]\n379 17.4306 : 9%|▉ | 396/4420 [00:03<00:34, 117.09it/s]\n399 19.5793 : 9%|▉ | 396/4420 [00:03<00:34, 117.09it/s]\n399 19.5793 : 9%|▉ | 408/4420 [00:04<00:34, 117.45it/s]\n419 20.1561 : 9%|▉ | 408/4420 [00:04<00:34, 117.45it/s]\n419 20.1561 : 10%|▉ | 421/4420 [00:04<00:33, 118.86it/s]\n419 20.1561 : 10%|▉ | 434/4420 [00:04<00:33, 120.57it/s]\n439 20.2507 : 10%|▉ | 434/4420 [00:04<00:33, 120.57it/s]\n439 20.2507 : 10%|█ | 449/4420 [00:04<00:31, 126.78it/s]\n459 17.3674 : 10%|█ | 449/4420 [00:04<00:31, 126.78it/s]\n459 17.3674 : 10%|█ | 463/4420 [00:04<00:30, 130.25it/s]\n459 17.3674 : 11%|█ | 477/4420 [00:04<00:30, 131.00it/s]\n479 18.2839 : 11%|█ | 477/4420 [00:04<00:30, 131.00it/s]\n479 18.2839 : 11%|█ | 491/4420 [00:04<00:30, 129.56it/s]\n499 17.8749 : 11%|█ | 491/4420 [00:04<00:30, 129.56it/s]\n499 17.8749 : 11%|█▏ | 504/4420 [00:04<00:30, 128.49it/s]\n499 17.8749 : 12%|█▏ | 517/4420 [00:04<00:30, 126.58it/s]\n519 19.4219 : 12%|█▏ | 517/4420 [00:04<00:30, 126.58it/s]\n519 19.4219 : 12%|█▏ | 530/4420 [00:04<00:31, 124.05it/s]\n539 19.8439 : 12%|█▏ | 530/4420 [00:05<00:31, 124.05it/s]\n539 19.8439 : 12%|█▏ | 543/4420 [00:05<00:31, 123.26it/s]\n539 19.8439 : 13%|█▎ | 556/4420 [00:05<00:31, 122.60it/s]\n559 19.7430 : 13%|█▎ | 556/4420 [00:05<00:31, 122.60it/s]\n559 19.7430 : 13%|█▎ | 569/4420 [00:05<00:31, 123.42it/s]\n579 23.5636 : 13%|█▎ | 569/4420 [00:05<00:31, 123.42it/s]\n579 23.5636 : 13%|█▎ | 582/4420 [00:05<00:30, 125.30it/s]\n579 23.5636 : 13%|█▎ | 596/4420 [00:05<00:29, 128.70it/s]\n599 21.6053 : 13%|█▎ | 596/4420 [00:05<00:29, 128.70it/s]\n599 21.6053 : 14%|█▍ | 611/4420 [00:05<00:28, 134.92it/s]\n619 15.4284 : 14%|█▍ | 611/4420 [00:05<00:28, 134.92it/s]\n619 15.4284 : 14%|█▍ | 625/4420 [00:05<00:28, 135.10it/s]\n619 15.4284 : 14%|█▍ | 639/4420 [00:05<00:28, 133.12it/s]\n639 18.0079 : 14%|█▍ | 639/4420 [00:05<00:28, 133.12it/s]\n639 18.0079 : 15%|█▍ | 653/4420 [00:05<00:28, 130.83it/s]\n659 16.6623 : 15%|█▍ | 653/4420 [00:05<00:28, 130.83it/s]\n659 16.6623 : 15%|█▌ | 667/4420 [00:06<00:29, 128.10it/s]\n679 20.0362 : 15%|█▌ | 667/4420 [00:06<00:29, 128.10it/s]\n679 20.0362 : 15%|█▌ | 680/4420 [00:06<00:29, 125.23it/s]\n679 20.0362 : 16%|█▌ | 693/4420 [00:06<00:29, 124.27it/s]\n699 20.4428 : 16%|█▌ | 693/4420 [00:06<00:29, 124.27it/s]\n699 20.4428 : 16%|█▌ | 706/4420 [00:06<00:30, 123.60it/s]\n699 20.4428 : 16%|█▋ | 719/4420 [00:06<00:29, 124.56it/s]\n719 18.9437 : 16%|█▋ | 719/4420 [00:06<00:29, 124.56it/s]\n719 18.9437 : 17%|█▋ | 733/4420 [00:06<00:29, 126.46it/s]\n739 23.1621 : 17%|█▋ | 733/4420 [00:06<00:29, 126.46it/s]\n739 23.1621 : 17%|█▋ | 747/4420 [00:06<00:28, 129.73it/s]\n759 23.7078 : 17%|█▋ | 747/4420 [00:06<00:28, 129.73it/s]\n759 23.7078 : 17%|█▋ | 763/4420 [00:06<00:26, 135.96it/s]\n759 23.7078 : 18%|█▊ | 777/4420 [00:06<00:27, 132.09it/s]\n779 18.6404 : 18%|█▊ | 777/4420 [00:06<00:27, 132.09it/s]\n779 18.6404 : 18%|█▊ | 791/4420 [00:07<00:28, 127.70it/s]\n799 18.7258 : 18%|█▊ | 791/4420 [00:07<00:28, 127.70it/s]\n799 18.7258 : 18%|█▊ | 804/4420 [00:07<00:29, 124.34it/s]\n799 18.7258 : 18%|█▊ | 817/4420 [00:07<00:29, 122.20it/s]\n819 19.8367 : 18%|█▊ | 817/4420 [00:07<00:29, 122.20it/s]\n819 19.8367 : 19%|█▉ | 830/4420 [00:07<00:30, 118.02it/s]\n839 19.4008 : 19%|█▉ | 830/4420 [00:07<00:30, 118.02it/s]\n839 19.4008 : 19%|█▉ | 842/4420 [00:07<00:30, 116.25it/s]\n839 19.4008 : 19%|█▉ | 854/4420 [00:07<00:30, 115.11it/s]\n859 19.8627 : 19%|█▉ | 854/4420 [00:07<00:30, 115.11it/s]\n859 19.8627 : 20%|█▉ | 866/4420 [00:07<00:30, 115.66it/s]\n859 19.8627 : 20%|█▉ | 879/4420 [00:07<00:30, 117.36it/s]\n879 22.3086 : 20%|█▉ | 879/4420 [00:07<00:30, 117.36it/s]\n879 22.3086 : 20%|██ | 892/4420 [00:07<00:29, 118.57it/s]\n899 21.2989 : 20%|██ | 892/4420 [00:07<00:29, 118.57it/s]\n899 21.2989 : 20%|██ | 906/4420 [00:07<00:28, 124.51it/s]\n899 21.2989 : 21%|██ | 919/4420 [00:08<00:27, 125.79it/s]\n919 19.1196 : 21%|██ | 919/4420 [00:08<00:27, 125.79it/s]\n919 19.1196 : 21%|██ | 932/4420 [00:08<00:28, 120.94it/s]\n939 19.5468 : 21%|██ | 932/4420 [00:08<00:28, 120.94it/s]\n939 19.5468 : 21%|██▏ | 945/4420 [00:08<00:29, 116.36it/s]\n939 19.5468 : 22%|██▏ | 957/4420 [00:08<00:30, 113.94it/s]\n959 20.4001 : 22%|██▏ | 957/4420 [00:08<00:30, 113.94it/s]\n959 20.4001 : 22%|██▏ | 969/4420 [00:08<00:30, 111.58it/s]\n979 20.4531 : 22%|██▏ | 969/4420 [00:08<00:30, 111.58it/s]\n979 20.4531 : 22%|██▏ | 981/4420 [00:08<00:31, 107.97it/s]\n979 20.4531 : 22%|██▏ | 992/4420 [00:08<00:32, 106.07it/s]\n999 21.0331 : 22%|██▏ | 992/4420 [00:08<00:32, 106.07it/s]\n999 21.0331 : 23%|██▎ | 1003/4420 [00:08<00:32, 103.91it/s]\n999 21.0331 : 23%|██▎ | 1014/4420 [00:09<00:33, 102.99it/s]\n1019 22.1010 : 23%|██▎ | 1014/4420 [00:09<00:33, 102.99it/s]\n1019 22.1010 : 23%|██▎ | 1025/4420 [00:09<00:33, 102.70it/s]\n1019 22.1010 : 23%|██▎ | 1036/4420 [00:09<00:32, 104.32it/s]\n1039 24.1583 : 23%|██▎ | 1036/4420 [00:09<00:32, 104.32it/s]\n1039 24.1583 : 24%|██▎ | 1047/4420 [00:09<00:31, 105.59it/s]\n1059 23.5207 : 24%|██▎ | 1047/4420 [00:09<00:31, 105.59it/s]\n1059 23.5207 : 24%|██▍ | 1060/4420 [00:09<00:30, 110.89it/s]\n1059 23.5207 : 24%|██▍ | 1073/4420 [00:09<00:29, 114.33it/s]\n1079 19.7764 : 24%|██▍ | 1073/4420 [00:09<00:29, 114.33it/s]\n1079 19.7764 : 25%|██▍ | 1085/4420 [00:09<00:29, 112.77it/s]\n1079 19.7764 : 25%|██▍ | 1097/4420 [00:09<00:29, 111.55it/s]\n1099 19.8724 : 25%|██▍ | 1097/4420 [00:09<00:29, 111.55it/s]\n1099 19.8724 : 25%|██▌ | 1109/4420 [00:09<00:29, 111.30it/s]\n1119 20.8196 : 25%|██▌ | 1109/4420 [00:09<00:29, 111.30it/s]\n1119 20.8196 : 25%|██▌ | 1121/4420 [00:09<00:30, 108.66it/s]\n1119 20.8196 : 26%|██▌ | 1132/4420 [00:10<00:30, 106.46it/s]\n1139 20.7228 : 26%|██▌ | 1132/4420 [00:10<00:30, 106.46it/s]\n1139 20.7228 : 26%|██▌ | 1143/4420 [00:10<00:31, 105.19it/s]\n1139 20.7228 : 26%|██▌ | 1154/4420 [00:10<00:31, 103.77it/s]\n1159 21.4247 : 26%|██▌ | 1154/4420 [00:10<00:31, 103.77it/s]\n1159 21.4247 : 26%|██▋ | 1165/4420 [00:10<00:31, 104.21it/s]\n1159 21.4247 : 27%|██▋ | 1176/4420 [00:10<00:30, 105.10it/s]\n1179 23.9127 : 27%|██▋ | 1176/4420 [00:10<00:30, 105.10it/s]\n1179 23.9127 : 27%|██▋ | 1188/4420 [00:10<00:30, 106.73it/s]\n1199 21.9844 : 27%|██▋ | 1188/4420 [00:10<00:30, 106.73it/s]\n1199 21.9844 : 27%|██▋ | 1200/4420 [00:10<00:29, 110.30it/s]\n1199 21.9844 : 27%|██▋ | 1214/4420 [00:10<00:27, 117.51it/s]\n1219 17.0933 : 27%|██▋ | 1214/4420 [00:10<00:27, 117.51it/s]\n1219 17.0933 : 28%|██▊ | 1227/4420 [00:10<00:26, 120.80it/s]\n1239 23.5547 : 28%|██▊ | 1227/4420 [00:11<00:26, 120.80it/s]\n1239 23.5547 : 28%|██▊ | 1240/4420 [00:11<00:25, 123.02it/s]\n1239 23.5547 : 28%|██▊ | 1253/4420 [00:11<00:25, 124.11it/s]\n1259 22.8382 : 28%|██▊ | 1253/4420 [00:11<00:25, 124.11it/s]\n1259 22.8382 : 29%|██▊ | 1266/4420 [00:11<00:25, 124.47it/s]\n1259 22.8382 : 29%|██▉ | 1279/4420 [00:11<00:25, 121.77it/s]\n1279 25.0465 : 29%|██▉ | 1279/4420 [00:11<00:25, 121.77it/s]\n1279 25.0465 : 29%|██▉ | 1292/4420 [00:11<00:25, 121.59it/s]\n1299 27.1328 : 29%|██▉ | 1292/4420 [00:11<00:25, 121.59it/s]\n1299 27.1328 : 30%|██▉ | 1305/4420 [00:11<00:25, 121.08it/s]\n1299 27.1328 : 30%|██▉ | 1318/4420 [00:11<00:25, 122.19it/s]\n1319 24.2784 : 30%|██▉ | 1318/4420 [00:11<00:25, 122.19it/s]\n1319 24.2784 : 30%|███ | 1331/4420 [00:11<00:24, 123.76it/s]\n1339 25.8747 : 30%|███ | 1331/4420 [00:11<00:24, 123.76it/s]\n1339 25.8747 : 30%|███ | 1345/4420 [00:11<00:24, 126.71it/s]\n1359 27.8486 : 30%|███ | 1345/4420 [00:11<00:24, 126.71it/s]\n1359 27.8486 : 31%|███ | 1360/4420 [00:11<00:23, 132.70it/s]\n1359 27.8486 : 31%|███ | 1376/4420 [00:12<00:22, 138.09it/s]\n1379 20.8167 : 31%|███ | 1376/4420 [00:12<00:22, 138.09it/s]\n1379 20.8167 : 31%|███▏ | 1391/4420 [00:12<00:21, 139.13it/s]\n1399 23.8203 : 31%|███▏ | 1391/4420 [00:12<00:21, 139.13it/s]\n1399 23.8203 : 32%|███▏ | 1406/4420 [00:12<00:21, 139.50it/s]\n1419 24.2159 : 32%|███▏ | 1406/4420 [00:12<00:21, 139.50it/s]\n1419 24.2159 : 32%|███▏ | 1420/4420 [00:12<00:21, 139.55it/s]\n1419 24.2159 : 32%|███▏ | 1434/4420 [00:12<00:21, 137.57it/s]\n1439 25.8263 : 32%|███▏ | 1434/4420 [00:12<00:21, 137.57it/s]\n1439 25.8263 : 33%|███▎ | 1448/4420 [00:12<00:21, 137.23it/s]\n1459 23.7173 : 33%|███▎ | 1448/4420 [00:12<00:21, 137.23it/s]\n1459 23.7173 : 33%|███▎ | 1462/4420 [00:12<00:21, 136.75it/s]\n1459 23.7173 : 33%|███▎ | 1477/4420 [00:12<00:21, 138.31it/s]\n1479 24.8235 : 33%|███▎ | 1477/4420 [00:12<00:21, 138.31it/s]\n1479 24.8235 : 34%|███▍ | 1492/4420 [00:12<00:20, 141.08it/s]\n1499 26.1327 : 34%|███▍ | 1492/4420 [00:12<00:20, 141.08it/s]\n1499 26.1327 : 34%|███▍ | 1509/4420 [00:13<00:19, 147.77it/s]\n1519 25.5461 : 34%|███▍ | 1509/4420 [00:13<00:19, 147.77it/s]\n1519 25.5461 : 35%|███▍ | 1526/4420 [00:13<00:18, 153.69it/s]\n1539 22.7718 : 35%|███▍ | 1526/4420 [00:13<00:18, 153.69it/s]\n1539 22.7718 : 35%|███▍ | 1542/4420 [00:13<00:18, 153.71it/s]\n1539 22.7718 : 35%|███▌ | 1558/4420 [00:13<00:18, 152.76it/s]\n1559 24.3358 : 35%|███▌ | 1558/4420 [00:13<00:18, 152.76it/s]\n1559 24.3358 : 36%|███▌ | 1574/4420 [00:13<00:18, 151.15it/s]\n1579 24.7968 : 36%|███▌ | 1574/4420 [00:13<00:18, 151.15it/s]\n1579 24.7968 : 36%|███▌ | 1590/4420 [00:13<00:18, 149.05it/s]\n1599 25.9814 : 36%|███▌ | 1590/4420 [00:13<00:18, 149.05it/s]\n1599 25.9814 : 36%|███▋ | 1605/4420 [00:13<00:18, 149.01it/s]\n1619 23.5912 : 36%|███▋ | 1605/4420 [00:13<00:18, 149.01it/s]\n1619 23.5912 : 37%|███▋ | 1621/4420 [00:13<00:18, 149.95it/s]\n1619 23.5912 : 37%|███▋ | 1637/4420 [00:13<00:18, 152.38it/s]\n1639 28.3440 : 37%|███▋ | 1637/4420 [00:13<00:18, 152.38it/s]\n1639 28.3440 : 37%|███▋ | 1654/4420 [00:13<00:17, 156.57it/s]\n1659 25.9747 : 37%|███▋ | 1654/4420 [00:13<00:17, 156.57it/s]\n1659 25.9747 : 38%|███▊ | 1673/4420 [00:14<00:16, 165.05it/s]\n1679 20.2391 : 38%|███▊ | 1673/4420 [00:14<00:16, 165.05it/s]\n1679 20.2391 : 38%|███▊ | 1690/4420 [00:14<00:16, 163.96it/s]\n1699 22.4082 : 38%|███▊ | 1690/4420 [00:14<00:16, 163.96it/s]\n1699 22.4082 : 39%|███▊ | 1707/4420 [00:14<00:17, 159.19it/s]\n1719 22.6230 : 39%|███▊ | 1707/4420 [00:14<00:17, 159.19it/s]\n1719 22.6230 : 39%|███▉ | 1723/4420 [00:14<00:17, 155.47it/s]\n1719 22.6230 : 39%|███▉ | 1739/4420 [00:14<00:17, 150.71it/s]\n1739 24.4139 : 39%|███▉ | 1739/4420 [00:14<00:17, 150.71it/s]\n1739 24.4139 : 40%|███▉ | 1755/4420 [00:14<00:17, 148.69it/s]\n1759 25.9596 : 40%|███▉ | 1755/4420 [00:14<00:17, 148.69it/s]\n1759 25.9596 : 40%|████ | 1770/4420 [00:14<00:17, 148.35it/s]\n1779 25.3048 : 40%|████ | 1770/4420 [00:14<00:17, 148.35it/s]\n1779 25.3048 : 40%|████ | 1786/4420 [00:14<00:17, 149.99it/s]\n1799 27.7904 : 40%|████ | 1786/4420 [00:14<00:17, 149.99it/s]\n1799 27.7904 : 41%|████ | 1803/4420 [00:14<00:17, 153.63it/s]\n1819 27.5043 : 41%|████ | 1803/4420 [00:15<00:17, 153.63it/s]\n1819 27.5043 : 41%|████ | 1822/4420 [00:15<00:16, 162.16it/s]\n1819 27.5043 : 42%|████▏ | 1839/4420 [00:15<00:16, 159.75it/s]\n1839 20.4783 : 42%|████▏ | 1839/4420 [00:15<00:16, 159.75it/s]\n1839 20.4783 : 42%|████▏ | 1855/4420 [00:15<00:16, 151.79it/s]\n1859 21.8136 : 42%|████▏ | 1855/4420 [00:15<00:16, 151.79it/s]\n1859 21.8136 : 42%|████▏ | 1871/4420 [00:15<00:17, 145.12it/s]\n1879 24.1135 : 42%|████▏ | 1871/4420 [00:15<00:17, 145.12it/s]\n1879 24.1135 : 43%|████▎ | 1886/4420 [00:15<00:18, 139.86it/s]\n1899 24.2979 : 43%|████▎ | 1886/4420 [00:15<00:18, 139.86it/s]\n1899 24.2979 : 43%|████▎ | 1901/4420 [00:15<00:18, 136.76it/s]\n1899 24.2979 : 43%|████▎ | 1915/4420 [00:15<00:18, 135.03it/s]\n1919 21.4593 : 43%|████▎ | 1915/4420 [00:15<00:18, 135.03it/s]\n1919 21.4593 : 44%|████▎ | 1929/4420 [00:15<00:18, 135.39it/s]\n1939 28.1469 : 44%|████▎ | 1929/4420 [00:15<00:18, 135.39it/s]\n1939 28.1469 : 44%|████▍ | 1944/4420 [00:15<00:17, 137.95it/s]\n1959 26.7656 : 44%|████▍ | 1944/4420 [00:16<00:17, 137.95it/s]\n1959 26.7656 : 44%|████▍ | 1960/4420 [00:16<00:17, 143.01it/s]\n1959 26.7656 : 45%|████▍ | 1978/4420 [00:16<00:16, 151.01it/s]\n1979 19.7699 : 45%|████▍ | 1978/4420 [00:16<00:16, 151.01it/s]\n1979 19.7699 : 45%|████▌ | 1994/4420 [00:16<00:16, 143.91it/s]\n1999 21.2935 : 45%|████▌ | 1994/4420 [00:16<00:16, 143.91it/s]\n1999 21.2935 : 45%|████▌ | 2009/4420 [00:16<00:17, 135.42it/s]\n2019 19.5594 : 45%|████▌ | 2009/4420 [00:16<00:17, 135.42it/s]\n2019 19.5594 : 46%|████▌ | 2023/4420 [00:16<00:18, 129.63it/s]\n2019 19.5594 : 46%|████▌ | 2037/4420 [00:16<00:19, 124.95it/s]\n2039 20.9467 : 46%|████▌ | 2037/4420 [00:16<00:19, 124.95it/s]\n2039 20.9467 : 46%|████▋ | 2050/4420 [00:16<00:19, 122.48it/s]\n2059 24.6802 : 46%|████▋ | 2050/4420 [00:16<00:19, 122.48it/s]\n2059 24.6802 : 47%|████▋ | 2063/4420 [00:16<00:19, 120.75it/s]\n2059 24.6802 : 47%|████▋ | 2076/4420 [00:16<00:19, 120.88it/s]\n2079 24.2470 : 47%|████▋ | 2076/4420 [00:16<00:19, 120.88it/s]\n2079 24.2470 : 47%|████▋ | 2089/4420 [00:17<00:18, 123.18it/s]\n2099 25.8745 : 47%|████▋ | 2089/4420 [00:17<00:18, 123.18it/s]\n2099 25.8745 : 48%|████▊ | 2103/4420 [00:17<00:18, 126.08it/s]\n2099 25.8745 : 48%|████▊ | 2119/4420 [00:17<00:17, 133.23it/s]\n2119 26.7481 : 48%|████▊ | 2119/4420 [00:17<00:17, 133.23it/s]\n2119 26.7481 : 48%|████▊ | 2135/4420 [00:17<00:16, 138.24it/s]\n2139 18.9922 : 48%|████▊ | 2135/4420 [00:17<00:16, 138.24it/s]\n2139 18.9922 : 49%|████▊ | 2149/4420 [00:17<00:17, 126.55it/s]\n2159 19.3110 : 49%|████▊ | 2149/4420 [00:17<00:17, 126.55it/s]\n2159 19.3110 : 49%|████▉ | 2162/4420 [00:17<00:18, 119.16it/s]\n2159 19.3110 : 49%|████▉ | 2175/4420 [00:17<00:19, 113.32it/s]\n2179 20.7273 : 49%|████▉ | 2175/4420 [00:17<00:19, 113.32it/s]\n2179 20.7273 : 49%|████▉ | 2187/4420 [00:17<00:20, 109.90it/s]\n2179 20.7273 : 50%|████▉ | 2199/4420 [00:17<00:20, 109.21it/s]\n2199 22.8412 : 50%|████▉ | 2199/4420 [00:17<00:20, 109.21it/s]\n2199 22.8412 : 50%|█████ | 2210/4420 [00:18<00:20, 108.99it/s]\n2219 26.3214 : 50%|█████ | 2210/4420 [00:18<00:20, 108.99it/s]\n2219 26.3214 : 50%|█████ | 2221/4420 [00:18<00:20, 108.67it/s]\n2219 26.3214 : 51%|█████ | 2233/4420 [00:18<00:19, 110.69it/s]\n2239 23.6153 : 51%|█████ | 2233/4420 [00:18<00:19, 110.69it/s]\n2239 23.6153 : 51%|█████ | 2246/4420 [00:18<00:18, 115.27it/s]\n2259 24.9981 : 51%|█████ | 2246/4420 [00:18<00:18, 115.27it/s]\n2259 24.9981 : 51%|█████ | 2260/4420 [00:18<00:17, 121.99it/s]\n2259 24.9981 : 51%|█████▏ | 2275/4420 [00:18<00:16, 129.07it/s]\n2279 22.8236 : 51%|█████▏ | 2275/4420 [00:18<00:16, 129.07it/s]\n2279 22.8236 : 52%|█████▏ | 2289/4420 [00:18<00:16, 131.31it/s]\n2299 22.7373 : 52%|█████▏ | 2289/4420 [00:18<00:16, 131.31it/s]\n2299 22.7373 : 52%|█████▏ | 2303/4420 [00:18<00:16, 128.46it/s]\n2299 22.7373 : 52%|█████▏ | 2316/4420 [00:18<00:16, 126.20it/s]\n2319 24.9495 : 52%|█████▏ | 2316/4420 [00:18<00:16, 126.20it/s]\n2319 24.9495 : 53%|█████▎ | 2329/4420 [00:19<00:16, 123.52it/s]\n2339 23.1895 : 53%|█████▎ | 2329/4420 [00:19<00:16, 123.52it/s]\n2339 23.1895 : 53%|█████▎ | 2342/4420 [00:19<00:16, 122.68it/s]\n2339 23.1895 : 53%|█████▎ | 2355/4420 [00:19<00:16, 122.34it/s]\n2359 23.3066 : 53%|█████▎ | 2355/4420 [00:19<00:16, 122.34it/s]\n2359 23.3066 : 54%|█████▎ | 2368/4420 [00:19<00:16, 123.76it/s]\n2379 27.2013 : 54%|█████▎ | 2368/4420 [00:19<00:16, 123.76it/s]\n2379 27.2013 : 54%|█████▍ | 2381/4420 [00:19<00:16, 124.36it/s]\n2379 27.2013 : 54%|█████▍ | 2395/4420 [00:19<00:15, 128.34it/s]\n2399 29.0276 : 54%|█████▍ | 2395/4420 [00:19<00:15, 128.34it/s]\n2399 29.0276 : 55%|█████▍ | 2411/4420 [00:19<00:14, 135.28it/s]\n2419 28.4289 : 55%|█████▍ | 2411/4420 [00:19<00:14, 135.28it/s]\n2419 28.4289 : 55%|█████▍ | 2428/4420 [00:19<00:13, 142.88it/s]\n2439 21.5372 : 55%|█████▍ | 2428/4420 [00:19<00:13, 142.88it/s]\n2439 21.5372 : 55%|█████▌ | 2444/4420 [00:19<00:13, 145.38it/s]\n2439 21.5372 : 56%|█████▌ | 2459/4420 [00:19<00:13, 143.67it/s]\n2459 24.9100 : 56%|█████▌ | 2459/4420 [00:19<00:13, 143.67it/s]\n2459 24.9100 : 56%|█████▌ | 2474/4420 [00:20<00:13, 142.46it/s]\n2479 26.5317 : 56%|█████▌ | 2474/4420 [00:20<00:13, 142.46it/s]\n2479 26.5317 : 56%|█████▋ | 2489/4420 [00:20<00:13, 140.27it/s]\n2499 28.5001 : 56%|█████▋ | 2489/4420 [00:20<00:13, 140.27it/s]\n2499 28.5001 : 57%|█████▋ | 2504/4420 [00:20<00:13, 140.91it/s]\n2499 28.5001 : 57%|█████▋ | 2519/4420 [00:20<00:13, 141.67it/s]\n2519 26.3198 : 57%|█████▋ | 2519/4420 [00:20<00:13, 141.67it/s]\n2519 26.3198 : 57%|█████▋ | 2534/4420 [00:20<00:13, 142.06it/s]\n2539 29.3475 : 57%|█████▋ | 2534/4420 [00:20<00:13, 142.06it/s]\n2539 29.3475 : 58%|█████▊ | 2550/4420 [00:20<00:12, 146.45it/s]\n2559 30.7354 : 58%|█████▊ | 2550/4420 [00:20<00:12, 146.45it/s]\n2559 30.7354 : 58%|█████▊ | 2568/4420 [00:20<00:11, 154.37it/s]\n2579 26.9869 : 58%|█████▊ | 2568/4420 [00:20<00:11, 154.37it/s]\n2579 26.9869 : 59%|█████▊ | 2586/4420 [00:20<00:11, 161.64it/s]\n2599 23.2934 : 59%|█████▊ | 2586/4420 [00:20<00:11, 161.64it/s]\n2599 23.2934 : 59%|█████▉ | 2603/4420 [00:20<00:11, 160.45it/s]\n2619 24.2572 : 59%|█████▉ | 2603/4420 [00:21<00:11, 160.45it/s]\n2619 24.2572 : 59%|█████▉ | 2620/4420 [00:21<00:11, 156.49it/s]\n2619 24.2572 : 60%|█████▉ | 2636/4420 [00:21<00:11, 154.08it/s]\n2639 29.7511 : 60%|█████▉ | 2636/4420 [00:21<00:11, 154.08it/s]\n2639 29.7511 : 60%|██████ | 2652/4420 [00:21<00:11, 152.81it/s]\n2659 30.0053 : 60%|██████ | 2652/4420 [00:21<00:11, 152.81it/s]\n2659 30.0053 : 60%|██████ | 2668/4420 [00:21<00:11, 152.31it/s]\n2679 27.3867 : 60%|██████ | 2668/4420 [00:21<00:11, 152.31it/s]\n2679 27.3867 : 61%|██████ | 2684/4420 [00:21<00:11, 153.45it/s]\n2699 29.1579 : 61%|██████ | 2684/4420 [00:21<00:11, 153.45it/s]\n2699 29.1579 : 61%|██████ | 2701/4420 [00:21<00:10, 157.77it/s]\n2719 28.5596 : 61%|██████ | 2701/4420 [00:21<00:10, 157.77it/s]\n2719 28.5596 : 62%|██████▏ | 2720/4420 [00:21<00:10, 165.29it/s]\n2739 24.8683 : 62%|██████▏ | 2720/4420 [00:21<00:10, 165.29it/s]\n2739 24.8683 : 62%|██████▏ | 2740/4420 [00:21<00:09, 172.50it/s]\n2739 24.8683 : 62%|██████▏ | 2758/4420 [00:21<00:09, 167.46it/s]\n2759 23.4638 : 62%|██████▏ | 2758/4420 [00:21<00:09, 167.46it/s]\n2759 23.4638 : 63%|██████▎ | 2775/4420 [00:22<00:10, 161.60it/s]\n2779 26.3043 : 63%|██████▎ | 2775/4420 [00:22<00:10, 161.60it/s]\n2779 26.3043 : 63%|██████▎ | 2792/4420 [00:22<00:10, 155.91it/s]\n2799 28.2290 : 63%|██████▎ | 2792/4420 [00:22<00:10, 155.91it/s]\n2799 28.2290 : 64%|██████▎ | 2808/4420 [00:22<00:10, 153.33it/s]\n2819 23.1415 : 64%|██████▎ | 2808/4420 [00:22<00:10, 153.33it/s]\n2819 23.1415 : 64%|██████▍ | 2824/4420 [00:22<00:10, 151.93it/s]\n2839 28.2689 : 64%|██████▍ | 2824/4420 [00:22<00:10, 151.93it/s]\n2839 28.2689 : 64%|██████▍ | 2840/4420 [00:22<00:10, 152.23it/s]\n2839 28.2689 : 65%|██████▍ | 2858/4420 [00:22<00:09, 157.81it/s]\n2859 29.8604 : 65%|██████▍ | 2858/4420 [00:22<00:09, 157.81it/s]\n2859 29.8604 : 65%|██████▌ | 2877/4420 [00:22<00:09, 165.69it/s]\n2879 30.8399 : 65%|██████▌ | 2877/4420 [00:22<00:09, 165.69it/s]\n2879 30.8399 : 66%|██████▌ | 2896/4420 [00:22<00:08, 171.70it/s]\n2899 24.0426 : 66%|██████▌ | 2896/4420 [00:22<00:08, 171.70it/s]\n2899 24.0426 : 66%|██████▌ | 2914/4420 [00:22<00:09, 158.30it/s]\n2919 26.2797 : 66%|██████▌ | 2914/4420 [00:22<00:09, 158.30it/s]\n2919 26.2797 : 66%|██████▋ | 2931/4420 [00:23<00:09, 149.47it/s]\n2939 27.9910 : 66%|██████▋ | 2931/4420 [00:23<00:09, 149.47it/s]\n2939 27.9910 : 67%|██████▋ | 2947/4420 [00:23<00:10, 142.49it/s]\n2959 25.6496 : 67%|██████▋ | 2947/4420 [00:23<00:10, 142.49it/s]\n2959 25.6496 : 67%|██████▋ | 2962/4420 [00:23<00:10, 138.67it/s]\n2959 25.6496 : 67%|██████▋ | 2976/4420 [00:23<00:10, 137.06it/s]\n2979 25.5140 : 67%|██████▋ | 2976/4420 [00:23<00:10, 137.06it/s]\n2979 25.5140 : 68%|██████▊ | 2990/4420 [00:23<00:10, 136.25it/s]\n2999 29.7493 : 68%|██████▊ | 2990/4420 [00:23<00:10, 136.25it/s]\n2999 29.7493 : 68%|██████▊ | 3005/4420 [00:23<00:10, 138.78it/s]\n3019 26.3966 : 68%|██████▊ | 3005/4420 [00:23<00:10, 138.78it/s]\n3019 26.3966 : 68%|██████▊ | 3021/4420 [00:23<00:09, 144.29it/s]\n3019 26.3966 : 69%|██████▊ | 3038/4420 [00:23<00:09, 151.12it/s]\n3039 27.3552 : 69%|██████▊ | 3038/4420 [00:23<00:09, 151.12it/s]\n3039 27.3552 : 69%|██████▉ | 3054/4420 [00:23<00:09, 146.69it/s]\n3059 23.6650 : 69%|██████▉ | 3054/4420 [00:23<00:09, 146.69it/s]\n3059 23.6650 : 69%|██████▉ | 3069/4420 [00:24<00:10, 133.61it/s]\n3079 22.6954 : 69%|██████▉ | 3069/4420 [00:24<00:10, 133.61it/s]\n3079 22.6954 : 70%|██████▉ | 3083/4420 [00:24<00:10, 125.99it/s]\n3079 22.6954 : 70%|███████ | 3096/4420 [00:24<00:11, 118.68it/s]\n3099 25.8846 : 70%|███████ | 3096/4420 [00:24<00:11, 118.68it/s]\n3099 25.8846 : 70%|███████ | 3109/4420 [00:24<00:11, 114.76it/s]\n3119 22.9571 : 70%|███████ | 3109/4420 [00:24<00:11, 114.76it/s]\n3119 22.9571 : 71%|███████ | 3121/4420 [00:24<00:11, 110.94it/s]\n3119 22.9571 : 71%|███████ | 3133/4420 [00:24<00:11, 109.67it/s]\n3139 22.2584 : 71%|███████ | 3133/4420 [00:24<00:11, 109.67it/s]\n3139 22.2584 : 71%|███████ | 3145/4420 [00:24<00:11, 109.34it/s]\n3139 22.2584 : 71%|███████▏ | 3157/4420 [00:24<00:11, 111.63it/s]\n3159 25.0307 : 71%|███████▏ | 3157/4420 [00:24<00:11, 111.63it/s]\n3159 25.0307 : 72%|███████▏ | 3170/4420 [00:24<00:10, 114.84it/s]\n3179 24.8361 : 72%|███████▏ | 3170/4420 [00:25<00:10, 114.84it/s]\n3179 24.8361 : 72%|███████▏ | 3184/4420 [00:25<00:10, 119.48it/s]\n3179 24.8361 : 72%|███████▏ | 3198/4420 [00:25<00:09, 122.83it/s]\n3199 18.5537 : 72%|███████▏ | 3198/4420 [00:25<00:09, 122.83it/s]\n3199 18.5537 : 73%|███████▎ | 3211/4420 [00:25<00:10, 110.44it/s]\n3219 21.0860 : 73%|███████▎ | 3211/4420 [00:25<00:10, 110.44it/s]\n3219 21.0860 : 73%|███████▎ | 3223/4420 [00:25<00:11, 101.68it/s]\n3219 21.0860 : 73%|███████▎ | 3234/4420 [00:25<00:12, 94.94it/s]\n3239 21.1780 : 73%|███████▎ | 3234/4420 [00:25<00:12, 94.94it/s]\n3239 21.1780 : 73%|███████▎ | 3244/4420 [00:25<00:13, 89.42it/s]\n3239 21.1780 : 74%|███████▎ | 3254/4420 [00:25<00:13, 87.51it/s]\n3259 20.5752 : 74%|███████▎ | 3254/4420 [00:25<00:13, 87.51it/s]\n3259 20.5752 : 74%|███████▍ | 3263/4420 [00:25<00:13, 84.70it/s]\n3259 20.5752 : 74%|███████▍ | 3272/4420 [00:26<00:13, 83.98it/s]\n3279 22.7302 : 74%|███████▍ | 3272/4420 [00:26<00:13, 83.98it/s]\n3279 22.7302 : 74%|███████▍ | 3281/4420 [00:26<00:13, 83.56it/s]\n3279 22.7302 : 74%|███████▍ | 3290/4420 [00:26<00:13, 83.92it/s]\n3279 22.7302 : 75%|███████▍ | 3299/4420 [00:26<00:13, 84.92it/s]\n3299 20.3110 : 75%|███████▍ | 3299/4420 [00:26<00:13, 84.92it/s]\n3299 20.3110 : 75%|███████▍ | 3309/4420 [00:26<00:12, 87.11it/s]\n3319 23.5050 : 75%|███████▍ | 3309/4420 [00:26<00:12, 87.11it/s]\n3319 23.5050 : 75%|███████▌ | 3320/4420 [00:26<00:12, 90.89it/s]\n3319 23.5050 : 75%|███████▌ | 3331/4420 [00:26<00:11, 94.32it/s]\n3339 21.6100 : 75%|███████▌ | 3331/4420 [00:26<00:11, 94.32it/s]\n3339 21.6100 : 76%|███████▌ | 3341/4420 [00:26<00:11, 95.46it/s]\n3339 21.6100 : 76%|███████▌ | 3351/4420 [00:26<00:11, 96.48it/s]\n3359 22.6609 : 76%|███████▌ | 3351/4420 [00:27<00:11, 96.48it/s]\n3359 22.6609 : 76%|███████▌ | 3361/4420 [00:27<00:11, 96.09it/s]\n3359 22.6609 : 76%|███████▋ | 3371/4420 [00:27<00:11, 94.61it/s]\n3379 23.4876 : 76%|███████▋ | 3371/4420 [00:27<00:11, 94.61it/s]\n3379 23.4876 : 76%|███████▋ | 3381/4420 [00:27<00:11, 93.68it/s]\n3379 23.4876 : 77%|███████▋ | 3391/4420 [00:27<00:11, 89.80it/s]\n3399 24.7557 : 77%|███████▋ | 3391/4420 [00:27<00:11, 89.80it/s]\n3399 24.7557 : 77%|███████▋ | 3401/4420 [00:27<00:11, 88.40it/s]\n3399 24.7557 : 77%|███████▋ | 3410/4420 [00:27<00:11, 87.78it/s]\n3399 24.7557 : 77%|███████▋ | 3419/4420 [00:27<00:11, 87.25it/s]\n3419 23.2600 : 77%|███████▋ | 3419/4420 [00:27<00:11, 87.25it/s]\n3419 23.2600 : 78%|███████▊ | 3428/4420 [00:27<00:11, 87.88it/s]\n3419 23.2600 : 78%|███████▊ | 3437/4420 [00:27<00:11, 88.19it/s]\n3439 24.7563 : 78%|███████▊ | 3437/4420 [00:27<00:11, 88.19it/s]\n3439 24.7563 : 78%|███████▊ | 3447/4420 [00:28<00:10, 89.67it/s]\n3439 24.7563 : 78%|███████▊ | 3458/4420 [00:28<00:10, 93.08it/s]\n3459 26.5431 : 78%|███████▊ | 3458/4420 [00:28<00:10, 93.08it/s]\n3459 26.5431 : 78%|███████▊ | 3469/4420 [00:28<00:09, 95.74it/s]\n3479 24.3718 : 78%|███████▊ | 3469/4420 [00:28<00:09, 95.74it/s]\n3479 24.3718 : 79%|███████▊ | 3480/4420 [00:28<00:09, 99.08it/s]\n3479 24.3718 : 79%|███████▉ | 3491/4420 [00:28<00:09, 102.05it/s]\n3499 19.5320 : 79%|███████▉ | 3491/4420 [00:28<00:09, 102.05it/s]\n3499 19.5320 : 79%|███████▉ | 3502/4420 [00:28<00:08, 102.71it/s]\n3499 19.5320 : 79%|███████▉ | 3513/4420 [00:28<00:08, 103.34it/s]\n3519 27.9945 : 79%|███████▉ | 3513/4420 [00:28<00:08, 103.34it/s]\n3519 27.9945 : 80%|███████▉ | 3524/4420 [00:28<00:08, 104.36it/s]\n3519 27.9945 : 80%|███████▉ | 3535/4420 [00:28<00:08, 103.45it/s]\n3539 28.2426 : 80%|███████▉ | 3535/4420 [00:28<00:08, 103.45it/s]\n3539 28.2426 : 80%|████████ | 3546/4420 [00:28<00:08, 101.69it/s]\n3539 28.2426 : 80%|████████ | 3557/4420 [00:29<00:08, 103.11it/s]\n3559 29.5128 : 80%|████████ | 3557/4420 [00:29<00:08, 103.11it/s]\n3559 29.5128 : 81%|████████ | 3568/4420 [00:29<00:08, 101.82it/s]\n3559 29.5128 : 81%|████████ | 3579/4420 [00:29<00:08, 102.51it/s]\n3579 26.0984 : 81%|████████ | 3579/4420 [00:29<00:08, 102.51it/s]\n3579 26.0984 : 81%|████████ | 3590/4420 [00:29<00:07, 103.96it/s]\n3599 26.5551 : 81%|████████ | 3590/4420 [00:29<00:07, 103.96it/s]\n3599 26.5551 : 81%|████████▏ | 3601/4420 [00:29<00:07, 104.94it/s]\n3599 26.5551 : 82%|████████▏ | 3614/4420 [00:29<00:07, 110.25it/s]\n3619 29.0582 : 82%|████████▏ | 3614/4420 [00:29<00:07, 110.25it/s]\n3619 29.0582 : 82%|████████▏ | 3627/4420 [00:29<00:06, 115.80it/s]\n3639 26.0956 : 82%|████████▏ | 3627/4420 [00:29<00:06, 115.80it/s]\n3639 26.0956 : 82%|████████▏ | 3641/4420 [00:29<00:06, 120.58it/s]\n3639 26.0956 : 83%|████████▎ | 3654/4420 [00:29<00:06, 122.22it/s]\n3659 24.8496 : 83%|████████▎ | 3654/4420 [00:29<00:06, 122.22it/s]\n3659 24.8496 : 83%|████████▎ | 3667/4420 [00:30<00:06, 121.67it/s]\n3679 29.7117 : 83%|████████▎ | 3667/4420 [00:30<00:06, 121.67it/s]\n3679 29.7117 : 83%|████████▎ | 3680/4420 [00:30<00:06, 119.53it/s]\n3679 29.7117 : 84%|████████▎ | 3692/4420 [00:30<00:06, 116.12it/s]\n3699 29.2264 : 84%|████████▎ | 3692/4420 [00:30<00:06, 116.12it/s]\n3699 29.2264 : 84%|████████▍ | 3704/4420 [00:30<00:06, 115.27it/s]\n3699 29.2264 : 84%|████████▍ | 3716/4420 [00:30<00:06, 114.40it/s]\n3719 26.7332 : 84%|████████▍ | 3716/4420 [00:30<00:06, 114.40it/s]\n3719 26.7332 : 84%|████████▍ | 3728/4420 [00:30<00:06, 114.39it/s]\n3739 29.3488 : 84%|████████▍ | 3728/4420 [00:30<00:06, 114.39it/s]\n3739 29.3488 : 85%|████████▍ | 3740/4420 [00:30<00:05, 114.22it/s]\n3739 29.3488 : 85%|████████▍ | 3752/4420 [00:30<00:05, 115.77it/s]\n3759 29.5683 : 85%|████████▍ | 3752/4420 [00:30<00:05, 115.77it/s]\n3759 29.5683 : 85%|████████▌ | 3766/4420 [00:30<00:05, 121.68it/s]\n3779 32.6915 : 85%|████████▌ | 3766/4420 [00:30<00:05, 121.68it/s]\n3779 32.6915 : 86%|████████▌ | 3780/4420 [00:30<00:05, 126.58it/s]\n3779 32.6915 : 86%|████████▌ | 3795/4420 [00:31<00:04, 130.80it/s]\n3799 25.8915 : 86%|████████▌ | 3795/4420 [00:31<00:04, 130.80it/s]\n3799 25.8915 : 86%|████████▌ | 3809/4420 [00:31<00:04, 131.68it/s]\n3819 24.7388 : 86%|████████▌ | 3809/4420 [00:31<00:04, 131.68it/s]\n3819 24.7388 : 86%|████████▋ | 3823/4420 [00:31<00:04, 129.48it/s]\n3819 24.7388 : 87%|████████▋ | 3836/4420 [00:31<00:04, 127.94it/s]\n3839 27.7641 : 87%|████████▋ | 3836/4420 [00:31<00:04, 127.94it/s]\n3839 27.7641 : 87%|████████▋ | 3849/4420 [00:31<00:04, 124.33it/s]\n3859 30.0464 : 87%|████████▋ | 3849/4420 [00:31<00:04, 124.33it/s]\n3859 30.0464 : 87%|████████▋ | 3862/4420 [00:31<00:04, 123.99it/s]\n3859 30.0464 : 88%|████████▊ | 3875/4420 [00:31<00:04, 123.19it/s]\n3879 28.4566 : 88%|████████▊ | 3875/4420 [00:31<00:04, 123.19it/s]\n3879 28.4566 : 88%|████████▊ | 3888/4420 [00:31<00:04, 122.87it/s]\n3899 29.8585 : 88%|████████▊ | 3888/4420 [00:31<00:04, 122.87it/s]\n3899 29.8585 : 88%|████████▊ | 3901/4420 [00:31<00:04, 124.46it/s]\n3899 29.8585 : 89%|████████▊ | 3916/4420 [00:32<00:03, 129.65it/s]\n3919 29.8810 : 89%|████████▊ | 3916/4420 [00:32<00:03, 129.65it/s]\n3919 29.8810 : 89%|████████▉ | 3931/4420 [00:32<00:03, 135.50it/s]\n3939 31.4354 : 89%|████████▉ | 3931/4420 [00:32<00:03, 135.50it/s]\n3939 31.4354 : 89%|████████▉ | 3946/4420 [00:32<00:03, 139.68it/s]\n3959 22.5124 : 89%|████████▉ | 3946/4420 [00:32<00:03, 139.68it/s]\n3959 22.5124 : 90%|████████▉ | 3961/4420 [00:32<00:03, 141.17it/s]\n3959 22.5124 : 90%|████████▉ | 3976/4420 [00:32<00:03, 137.49it/s]\n3979 26.9736 : 90%|████████▉ | 3976/4420 [00:32<00:03, 137.49it/s]\n3979 26.9736 : 90%|█████████ | 3990/4420 [00:32<00:03, 133.09it/s]\n3999 27.0092 : 90%|█████████ | 3990/4420 [00:32<00:03, 133.09it/s]\n3999 27.0092 : 91%|█████████ | 4004/4420 [00:32<00:03, 128.75it/s]\n3999 27.0092 : 91%|█████████ | 4017/4420 [00:32<00:03, 127.55it/s]\n4019 28.7737 : 91%|█████████ | 4017/4420 [00:32<00:03, 127.55it/s]\n4019 28.7737 : 91%|█████████ | 4030/4420 [00:32<00:03, 126.91it/s]\n4039 27.4116 : 91%|█████████ | 4030/4420 [00:32<00:03, 126.91it/s]\n4039 27.4116 : 91%|█████████▏| 4043/4420 [00:32<00:02, 126.16it/s]\n4039 27.4116 : 92%|█████████▏| 4057/4420 [00:33<00:02, 128.61it/s]\n4059 31.7108 : 92%|█████████▏| 4057/4420 [00:33<00:02, 128.61it/s]\n4059 31.7108 : 92%|█████████▏| 4072/4420 [00:33<00:02, 133.59it/s]\n4079 33.2201 : 92%|█████████▏| 4072/4420 [00:33<00:02, 133.59it/s]\n4079 33.2201 : 92%|█████████▏| 4088/4420 [00:33<00:02, 138.60it/s]\n4099 31.6397 : 92%|█████████▏| 4088/4420 [00:33<00:02, 138.60it/s]\n4099 31.6397 : 93%|█████████▎| 4103/4420 [00:33<00:02, 140.74it/s]\n4099 31.6397 : 93%|█████████▎| 4118/4420 [00:33<00:02, 140.86it/s]\n4119 23.2851 : 93%|█████████▎| 4118/4420 [00:33<00:02, 140.86it/s]\n4119 23.2851 : 94%|█████████▎| 4133/4420 [00:33<00:02, 132.58it/s]\n4139 26.3890 : 94%|█████████▎| 4133/4420 [00:33<00:02, 132.58it/s]\n4139 26.3890 : 94%|█████████▍| 4147/4420 [00:33<00:02, 126.28it/s]\n4159 26.9501 : 94%|█████████▍| 4147/4420 [00:33<00:02, 126.28it/s]\n4159 26.9501 : 94%|█████████▍| 4160/4420 [00:33<00:02, 122.94it/s]\n4159 26.9501 : 94%|█████████▍| 4173/4420 [00:33<00:02, 121.12it/s]\n4179 23.0219 : 94%|█████████▍| 4173/4420 [00:34<00:02, 121.12it/s]\n4179 23.0219 : 95%|█████████▍| 4186/4420 [00:34<00:01, 120.10it/s]\n4179 23.0219 : 95%|█████████▌| 4199/4420 [00:34<00:01, 119.64it/s]\n4199 26.4230 : 95%|█████████▌| 4199/4420 [00:34<00:01, 119.64it/s]\n4199 26.4230 : 95%|█████████▌| 4212/4420 [00:34<00:01, 121.26it/s]\n4219 31.7778 : 95%|█████████▌| 4212/4420 [00:34<00:01, 121.26it/s]\n4219 31.7778 : 96%|█████████▌| 4226/4420 [00:34<00:01, 126.15it/s]\n4239 31.1322 : 96%|█████████▌| 4226/4420 [00:34<00:01, 126.15it/s]\n4239 31.1322 : 96%|█████████▌| 4241/4420 [00:34<00:01, 130.61it/s]\n4239 31.1322 : 96%|█████████▋| 4256/4420 [00:34<00:01, 134.67it/s]\n4259 29.5662 : 96%|█████████▋| 4256/4420 [00:34<00:01, 134.67it/s]\n4259 29.5662 : 97%|█████████▋| 4270/4420 [00:34<00:01, 131.82it/s]\n4279 20.5298 : 97%|█████████▋| 4270/4420 [00:34<00:01, 131.82it/s]\n4279 20.5298 : 97%|█████████▋| 4284/4420 [00:34<00:01, 113.14it/s]\n4279 20.5298 : 97%|█████████▋| 4296/4420 [00:35<00:01, 103.05it/s]\n4299 21.1968 : 97%|█████████▋| 4296/4420 [00:35<00:01, 103.05it/s]\n4299 21.1968 : 97%|█████████▋| 4307/4420 [00:35<00:01, 97.26it/s]\n4299 21.1968 : 98%|█████████▊| 4318/4420 [00:35<00:01, 94.20it/s]\n4319 23.5769 : 98%|█████████▊| 4318/4420 [00:35<00:01, 94.20it/s]\n4319 23.5769 : 98%|█████████▊| 4328/4420 [00:35<00:00, 92.62it/s]\n4319 23.5769 : 98%|█████████▊| 4338/4420 [00:35<00:00, 91.77it/s]\n4339 23.9798 : 98%|█████████▊| 4338/4420 [00:35<00:00, 91.77it/s]\n4339 23.9798 : 98%|█████████▊| 4348/4420 [00:35<00:00, 91.48it/s]\n4339 23.9798 : 99%|█████████▊| 4358/4420 [00:35<00:00, 92.53it/s]\n4359 24.4153 : 99%|█████████▊| 4358/4420 [00:35<00:00, 92.53it/s]\n4359 24.4153 : 99%|█████████▉| 4369/4420 [00:35<00:00, 95.75it/s]\n4379 25.8403 : 99%|█████████▉| 4369/4420 [00:35<00:00, 95.75it/s]\n4379 25.8403 : 99%|█████████▉| 4381/4420 [00:35<00:00, 100.26it/s]\n4379 25.8403 : 99%|█████████▉| 4392/4420 [00:36<00:00, 102.70it/s]\n4399 25.4426 : 99%|█████████▉| 4392/4420 [00:36<00:00, 102.70it/s]\n4399 25.4426 : 100%|█████████▉| 4404/4420 [00:36<00:00, 105.22it/s]\n4399 25.4426 : 100%|█████████▉| 4415/4420 [00:36<00:00, 106.32it/s]\n4419 15.4968 : 100%|█████████▉| 4415/4420 [00:36<00:00, 106.32it/s]\n4419 15.4968 : 100%|██████████| 4420/4420 [00:36<00:00, 121.72it/s]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 1\n epoch_size: 22099392\n batches_per_epoch: 4420\n batch_size: 5000\n optim_type: 'ray'\n\n 0%| | 0/4420 [00:00<?, ?it/s]\n 0%| | 11/4420 [00:00<00:42, 102.68it/s]\n4439 22.2793 : 0%| | 11/4420 [00:00<00:42, 102.68it/s]\n4439 22.2793 : 0%| | 22/4420 [00:00<00:45, 96.88it/s]\n4439 22.2793 : 1%| | 32/4420 [00:00<00:46, 94.75it/s]\n4459 19.5932 : 1%| | 32/4420 [00:00<00:46, 94.75it/s]\n4459 19.5932 : 1%| | 42/4420 [00:00<00:46, 93.98it/s]\n4459 19.5932 : 1%| | 52/4420 [00:00<00:46, 93.19it/s]\n4479 21.4706 : 1%| | 52/4420 [00:00<00:46, 93.19it/s]\n4479 21.4706 : 1%|▏ | 62/4420 [00:00<00:48, 90.15it/s]\n4479 21.4706 : 2%|▏ | 72/4420 [00:00<00:48, 89.07it/s]\n4499 22.4807 : 2%|▏ | 72/4420 [00:00<00:48, 89.07it/s]\n4499 22.4807 : 2%|▏ | 81/4420 [00:00<00:49, 87.92it/s]\n4499 22.4807 : 2%|▏ | 90/4420 [00:00<00:50, 86.56it/s]\n4499 22.4807 : 2%|▏ | 99/4420 [00:01<00:49, 87.50it/s]\n4519 22.7482 : 2%|▏ | 99/4420 [00:01<00:49, 87.50it/s]\n4519 22.7482 : 2%|▏ | 109/4420 [00:01<00:48, 89.22it/s]\n4519 22.7482 : 3%|▎ | 119/4420 [00:01<00:46, 91.81it/s]\n4539 23.0472 : 3%|▎ | 119/4420 [00:01<00:46, 91.81it/s]\n4539 23.0472 : 3%|▎ | 129/4420 [00:01<00:45, 93.29it/s]\n4559 21.6970 : 3%|▎ | 129/4420 [00:01<00:45, 93.29it/s]\n4559 21.6970 : 3%|▎ | 140/4420 [00:01<00:44, 96.98it/s]\n4559 21.6970 : 3%|▎ | 152/4420 [00:01<00:41, 103.52it/s]\n4579 22.3786 : 3%|▎ | 152/4420 [00:01<00:41, 103.52it/s]\n4579 22.3786 : 4%|▎ | 163/4420 [00:01<00:40, 104.47it/s]\n4579 22.3786 : 4%|▍ | 174/4420 [00:01<00:41, 103.37it/s]\n4599 25.4847 : 4%|▍ | 174/4420 [00:01<00:41, 103.37it/s]\n4599 25.4847 : 4%|▍ | 185/4420 [00:01<00:41, 101.35it/s]\n4599 25.4847 : 4%|▍ | 196/4420 [00:02<00:41, 101.20it/s]\n4619 25.5097 : 4%|▍ | 196/4420 [00:02<00:41, 101.20it/s]\n4619 25.5097 : 5%|▍ | 207/4420 [00:02<00:42, 99.92it/s]\n4619 25.5097 : 5%|▍ | 218/4420 [00:02<00:42, 98.64it/s]\n4639 29.1739 : 5%|▍ | 218/4420 [00:02<00:42, 98.64it/s]\n4639 29.1739 : 5%|▌ | 228/4420 [00:02<00:43, 97.33it/s]\n4639 29.1739 : 5%|▌ | 238/4420 [00:02<00:42, 97.50it/s]\n4659 28.3746 : 5%|▌ | 238/4420 [00:02<00:42, 97.50it/s]\n4659 28.3746 : 6%|▌ | 248/4420 [00:02<00:42, 97.99it/s]\n4659 28.3746 : 6%|▌ | 259/4420 [00:02<00:41, 99.11it/s]\n4679 28.3165 : 6%|▌ | 259/4420 [00:02<00:41, 99.11it/s]\n4679 28.3165 : 6%|▌ | 270/4420 [00:02<00:41, 100.09it/s]\n4699 27.5854 : 6%|▌ | 270/4420 [00:02<00:41, 100.09it/s]\n4699 27.5854 : 6%|▋ | 281/4420 [00:02<00:40, 101.07it/s]\n4699 27.5854 : 7%|▋ | 293/4420 [00:03<00:39, 105.74it/s]\n4719 28.4761 : 7%|▋ | 293/4420 [00:03<00:39, 105.74it/s]\n4719 28.4761 : 7%|▋ | 306/4420 [00:03<00:36, 111.31it/s]\n4719 28.4761 : 7%|▋ | 319/4420 [00:03<00:35, 116.18it/s]\n4739 26.7542 : 7%|▋ | 319/4420 [00:03<00:35, 116.18it/s]\n4739 26.7542 : 8%|▊ | 332/4420 [00:03<00:34, 117.34it/s]\n4759 26.3466 : 8%|▊ | 332/4420 [00:03<00:34, 117.34it/s]\n4759 26.3466 : 8%|▊ | 344/4420 [00:03<00:34, 118.05it/s]\n4759 26.3466 : 8%|▊ | 357/4420 [00:03<00:34, 118.69it/s]\n4779 26.1676 : 8%|▊ | 357/4420 [00:03<00:34, 118.69it/s]\n4779 26.1676 : 8%|▊ | 369/4420 [00:03<00:34, 116.36it/s]\n4799 28.3293 : 8%|▊ | 369/4420 [00:03<00:34, 116.36it/s]\n4799 28.3293 : 9%|▊ | 381/4420 [00:03<00:35, 114.82it/s]\n4799 28.3293 : 9%|▉ | 393/4420 [00:03<00:35, 113.86it/s]\n4819 30.4026 : 9%|▉ | 393/4420 [00:03<00:35, 113.86it/s]\n4819 30.4026 : 9%|▉ | 405/4420 [00:03<00:35, 113.52it/s]\n4819 30.4026 : 9%|▉ | 417/4420 [00:04<00:34, 114.78it/s]\n4839 30.0284 : 9%|▉ | 417/4420 [00:04<00:34, 114.78it/s]\n4839 30.0284 : 10%|▉ | 430/4420 [00:04<00:34, 116.92it/s]\n4859 27.6325 : 10%|▉ | 430/4420 [00:04<00:34, 116.92it/s]\n4859 27.6325 : 10%|█ | 444/4420 [00:04<00:32, 121.48it/s]\n4859 27.6325 : 10%|█ | 459/4420 [00:04<00:30, 128.55it/s]\n4879 25.8947 : 10%|█ | 459/4420 [00:04<00:30, 128.55it/s]\n4879 25.8947 : 11%|█ | 473/4420 [00:04<00:30, 129.16it/s]\n4899 28.6376 : 11%|█ | 473/4420 [00:04<00:30, 129.16it/s]\n4899 28.6376 : 11%|█ | 486/4420 [00:04<00:30, 128.13it/s]\n4899 28.6376 : 11%|█▏ | 499/4420 [00:04<00:30, 126.77it/s]\n4919 28.4253 : 11%|█▏ | 499/4420 [00:04<00:30, 126.77it/s]\n4919 28.4253 : 12%|█▏ | 512/4420 [00:04<00:31, 124.99it/s]\n4939 30.9396 : 12%|█▏ | 512/4420 [00:04<00:31, 124.99it/s]\n4939 30.9396 : 12%|█▏ | 525/4420 [00:04<00:32, 121.15it/s]\n4939 30.9396 : 12%|█▏ | 538/4420 [00:05<00:32, 119.84it/s]\n4959 31.2164 : 12%|█▏ | 538/4420 [00:05<00:32, 119.84it/s]\n4959 31.2164 : 12%|█▏ | 551/4420 [00:05<00:32, 118.51it/s]\n4979 28.8374 : 12%|█▏ | 551/4420 [00:05<00:32, 118.51it/s]\n4979 28.8374 : 13%|█▎ | 563/4420 [00:05<00:32, 118.81it/s]\n4979 28.8374 : 13%|█▎ | 576/4420 [00:05<00:31, 121.51it/s]\n4999 30.2560 : 13%|█▎ | 576/4420 [00:05<00:31, 121.51it/s]\n4999 30.2560 : 13%|█▎ | 589/4420 [00:05<00:31, 123.36it/s]\n5019 29.8732 : 13%|█▎ | 589/4420 [00:05<00:31, 123.36it/s]\n5019 29.8732 : 14%|█▎ | 604/4420 [00:05<00:29, 129.90it/s]\n5019 29.8732 : 14%|█▍ | 618/4420 [00:05<00:28, 131.97it/s]\n5039 25.8078 : 14%|█▍ | 618/4420 [00:05<00:28, 131.97it/s]\n5039 25.8078 : 14%|█▍ | 632/4420 [00:05<00:29, 129.86it/s]\n5059 28.1601 : 14%|█▍ | 632/4420 [00:05<00:29, 129.86it/s]\n5059 28.1601 : 15%|█▍ | 646/4420 [00:05<00:29, 127.54it/s]\n5059 28.1601 : 15%|█▍ | 659/4420 [00:05<00:29, 126.63it/s]\n5079 24.3957 : 15%|█▍ | 659/4420 [00:05<00:29, 126.63it/s]\n5079 24.3957 : 15%|█▌ | 672/4420 [00:06<00:30, 123.37it/s]\n5099 26.3775 : 15%|█▌ | 672/4420 [00:06<00:30, 123.37it/s]\n5099 26.3775 : 15%|█▌ | 685/4420 [00:06<00:30, 121.35it/s]\n5099 26.3775 : 16%|█▌ | 698/4420 [00:06<00:30, 120.94it/s]\n5119 28.8383 : 16%|█▌ | 698/4420 [00:06<00:30, 120.94it/s]\n5119 28.8383 : 16%|█▌ | 711/4420 [00:06<00:30, 121.18it/s]\n5139 28.0307 : 16%|█▌ | 711/4420 [00:06<00:30, 121.18it/s]\n5139 28.0307 : 16%|█▋ | 724/4420 [00:06<00:30, 123.04it/s]\n5139 28.0307 : 17%|█▋ | 737/4420 [00:06<00:29, 125.02it/s]\n5159 24.6247 : 17%|█▋ | 737/4420 [00:06<00:29, 125.02it/s]\n5159 24.6247 : 17%|█▋ | 752/4420 [00:06<00:28, 130.28it/s]\n5179 29.0556 : 17%|█▋ | 752/4420 [00:06<00:28, 130.28it/s]\n5179 29.0556 : 17%|█▋ | 766/4420 [00:06<00:27, 132.70it/s]\n5199 26.0545 : 17%|█▋ | 766/4420 [00:06<00:27, 132.70it/s]\n5199 26.0545 : 18%|█▊ | 780/4420 [00:06<00:28, 128.08it/s]\n5199 26.0545 : 18%|█▊ | 793/4420 [00:07<00:29, 123.98it/s]\n5219 26.9192 : 18%|█▊ | 793/4420 [00:07<00:29, 123.98it/s]\n5219 26.9192 : 18%|█▊ | 806/4420 [00:07<00:29, 120.75it/s]\n5219 26.9192 : 19%|█▊ | 819/4420 [00:07<00:30, 118.63it/s]\n5239 27.4975 : 19%|█▊ | 819/4420 [00:07<00:30, 118.63it/s]\n5239 27.4975 : 19%|█▉ | 831/4420 [00:07<00:31, 114.93it/s]\n5259 27.8560 : 19%|█▉ | 831/4420 [00:07<00:31, 114.93it/s]\n5259 27.8560 : 19%|█▉ | 843/4420 [00:07<00:31, 112.76it/s]\n5259 27.8560 : 19%|█▉ | 855/4420 [00:07<00:32, 111.13it/s]\n5279 26.1802 : 19%|█▉ | 855/4420 [00:07<00:32, 111.13it/s]\n5279 26.1802 : 20%|█▉ | 867/4420 [00:07<00:31, 111.28it/s]\n5279 26.1802 : 20%|█▉ | 879/4420 [00:07<00:31, 112.99it/s]\n5299 27.7487 : 20%|█▉ | 879/4420 [00:07<00:31, 112.99it/s]\n5299 27.7487 : 20%|██ | 891/4420 [00:07<00:30, 113.89it/s]\n5319 29.5275 : 20%|██ | 891/4420 [00:08<00:30, 113.89it/s]\n5319 29.5275 : 20%|██ | 904/4420 [00:08<00:29, 118.42it/s]\n5319 29.5275 : 21%|██ | 918/4420 [00:08<00:28, 121.76it/s]\n5339 25.4096 : 21%|██ | 918/4420 [00:08<00:28, 121.76it/s]\n5339 25.4096 : 21%|██ | 931/4420 [00:08<00:29, 116.74it/s]\n5359 29.2072 : 21%|██ | 931/4420 [00:08<00:29, 116.74it/s]\n5359 29.2072 : 21%|██▏ | 943/4420 [00:08<00:30, 112.54it/s]\n5359 29.2072 : 22%|██▏ | 955/4420 [00:08<00:31, 109.77it/s]\n5379 26.5657 : 22%|██▏ | 955/4420 [00:08<00:31, 109.77it/s]\n5379 26.5657 : 22%|██▏ | 967/4420 [00:08<00:32, 107.75it/s]\n5379 26.5657 : 22%|██▏ | 978/4420 [00:08<00:33, 103.81it/s]\n5399 28.4145 : 22%|██▏ | 978/4420 [00:08<00:33, 103.81it/s]\n5399 28.4145 : 22%|██▏ | 989/4420 [00:08<00:34, 100.81it/s]\n5419 29.3949 : 22%|██▏ | 989/4420 [00:08<00:34, 100.81it/s]\n5419 29.3949 : 23%|██▎ | 1000/4420 [00:08<00:34, 99.50it/s]\n5419 29.3949 : 23%|██▎ | 1010/4420 [00:09<00:34, 98.93it/s]\n5439 27.7667 : 23%|██▎ | 1010/4420 [00:09<00:34, 98.93it/s]\n5439 27.7667 : 23%|██▎ | 1021/4420 [00:09<00:34, 99.74it/s]\n5439 27.7667 : 23%|██▎ | 1032/4420 [00:09<00:33, 101.08it/s]\n5459 29.3370 : 23%|██▎ | 1032/4420 [00:09<00:33, 101.08it/s]\n5459 29.3370 : 24%|██▎ | 1043/4420 [00:09<00:33, 101.99it/s]\n5459 29.3370 : 24%|██▍ | 1055/4420 [00:09<00:32, 104.83it/s]\n5479 31.4904 : 24%|██▍ | 1055/4420 [00:09<00:32, 104.83it/s]\n5479 31.4904 : 24%|██▍ | 1068/4420 [00:09<00:30, 110.64it/s]\n5499 25.0144 : 24%|██▍ | 1068/4420 [00:09<00:30, 110.64it/s]\n5499 25.0144 : 24%|██▍ | 1080/4420 [00:09<00:30, 110.07it/s]\n5499 25.0144 : 25%|██▍ | 1092/4420 [00:09<00:30, 108.69it/s]\n5519 27.7578 : 25%|██▍ | 1092/4420 [00:09<00:30, 108.69it/s]\n5519 27.7578 : 25%|██▍ | 1103/4420 [00:09<00:30, 107.39it/s]\n5519 27.7578 : 25%|██▌ | 1114/4420 [00:10<00:30, 106.72it/s]\n5539 26.7251 : 25%|██▌ | 1114/4420 [00:10<00:30, 106.72it/s]\n5539 26.7251 : 25%|██▌ | 1125/4420 [00:10<00:31, 103.53it/s]\n5539 26.7251 : 26%|██▌ | 1136/4420 [00:10<00:31, 103.17it/s]\n5559 26.6755 : 26%|██▌ | 1136/4420 [00:10<00:31, 103.17it/s]\n5559 26.6755 : 26%|██▌ | 1147/4420 [00:10<00:32, 101.03it/s]\n5559 26.6755 : 26%|██▌ | 1158/4420 [00:10<00:32, 101.36it/s]\n5579 26.2812 : 26%|██▌ | 1158/4420 [00:10<00:32, 101.36it/s]\n5579 26.2812 : 26%|██▋ | 1169/4420 [00:10<00:32, 101.59it/s]\n5599 25.8774 : 26%|██▋ | 1169/4420 [00:10<00:32, 101.59it/s]\n5599 25.8774 : 27%|██▋ | 1180/4420 [00:10<00:31, 103.25it/s]\n5599 25.8774 : 27%|██▋ | 1191/4420 [00:10<00:30, 104.82it/s]\n5619 25.6273 : 27%|██▋ | 1191/4420 [00:10<00:30, 104.82it/s]\n5619 25.6273 : 27%|██▋ | 1204/4420 [00:10<00:29, 110.15it/s]\n5619 25.6273 : 28%|██▊ | 1217/4420 [00:10<00:27, 115.25it/s]\n5639 22.9777 : 28%|██▊ | 1217/4420 [00:11<00:27, 115.25it/s]\n5639 22.9777 : 28%|██▊ | 1230/4420 [00:11<00:26, 118.88it/s]\n5659 28.5962 : 28%|██▊ | 1230/4420 [00:11<00:26, 118.88it/s]\n5659 28.5962 : 28%|██▊ | 1243/4420 [00:11<00:26, 119.66it/s]\n5659 28.5962 : 28%|██▊ | 1256/4420 [00:11<00:26, 119.98it/s]\n5679 28.8610 : 28%|██▊ | 1256/4420 [00:11<00:26, 119.98it/s]\n5679 28.8610 : 29%|██▊ | 1269/4420 [00:11<00:26, 119.57it/s]\n5699 28.4846 : 29%|██▊ | 1269/4420 [00:11<00:26, 119.57it/s]\n5699 28.4846 : 29%|██▉ | 1281/4420 [00:11<00:26, 116.89it/s]\n5699 28.4846 : 29%|██▉ | 1293/4420 [00:11<00:26, 117.35it/s]\n5719 29.6869 : 29%|██▉ | 1293/4420 [00:11<00:26, 117.35it/s]\n5719 29.6869 : 30%|██▉ | 1305/4420 [00:11<00:26, 116.07it/s]\n5719 29.6869 : 30%|██▉ | 1318/4420 [00:11<00:26, 117.55it/s]\n5739 27.2193 : 30%|██▉ | 1318/4420 [00:11<00:26, 117.55it/s]\n5739 27.2193 : 30%|███ | 1331/4420 [00:11<00:25, 119.27it/s]\n5759 27.6007 : 30%|███ | 1331/4420 [00:12<00:25, 119.27it/s]\n5759 27.6007 : 30%|███ | 1344/4420 [00:12<00:25, 122.30it/s]\n5759 27.6007 : 31%|███ | 1358/4420 [00:12<00:24, 126.39it/s]\n5779 29.3859 : 31%|███ | 1358/4420 [00:12<00:24, 126.39it/s]\n5779 29.3859 : 31%|███ | 1373/4420 [00:12<00:22, 132.53it/s]\n5799 25.1097 : 31%|███ | 1373/4420 [00:12<00:22, 132.53it/s]\n5799 25.1097 : 31%|███▏ | 1387/4420 [00:12<00:22, 134.62it/s]\n5819 28.1519 : 31%|███▏ | 1387/4420 [00:12<00:22, 134.62it/s]\n5819 28.1519 : 32%|███▏ | 1401/4420 [00:12<00:22, 134.64it/s]\n5819 28.1519 : 32%|███▏ | 1415/4420 [00:12<00:22, 135.05it/s]\n5839 29.9779 : 32%|███▏ | 1415/4420 [00:12<00:22, 135.05it/s]\n5839 29.9779 : 32%|███▏ | 1429/4420 [00:12<00:22, 132.63it/s]\n5859 28.5893 : 32%|███▏ | 1429/4420 [00:12<00:22, 132.63it/s]\n5859 28.5893 : 33%|███▎ | 1443/4420 [00:12<00:22, 131.48it/s]\n5859 28.5893 : 33%|███▎ | 1457/4420 [00:12<00:22, 130.68it/s]\n5879 28.9669 : 33%|███▎ | 1457/4420 [00:12<00:22, 130.68it/s]\n5879 28.9669 : 33%|███▎ | 1471/4420 [00:12<00:22, 132.43it/s]\n5899 28.3492 : 33%|███▎ | 1471/4420 [00:13<00:22, 132.43it/s]\n5899 28.3492 : 34%|███▎ | 1486/4420 [00:13<00:21, 135.16it/s]\n5919 27.6239 : 34%|███▎ | 1486/4420 [00:13<00:21, 135.16it/s]\n5919 27.6239 : 34%|███▍ | 1501/4420 [00:13<00:21, 138.37it/s]\n5919 27.6239 : 34%|███▍ | 1518/4420 [00:13<00:19, 145.83it/s]\n5939 30.3127 : 34%|███▍ | 1518/4420 [00:13<00:19, 145.83it/s]\n5939 30.3127 : 35%|███▍ | 1534/4420 [00:13<00:19, 149.06it/s]\n5959 24.5595 : 35%|███▍ | 1534/4420 [00:13<00:19, 149.06it/s]\n5959 24.5595 : 35%|███▌ | 1549/4420 [00:13<00:19, 149.10it/s]\n5979 26.5658 : 35%|███▌ | 1549/4420 [00:13<00:19, 149.10it/s]\n5979 26.5658 : 35%|███▌ | 1564/4420 [00:13<00:19, 148.57it/s]\n5979 26.5658 : 36%|███▌ | 1579/4420 [00:13<00:19, 146.37it/s]\n5999 28.2098 : 36%|███▌ | 1579/4420 [00:13<00:19, 146.37it/s]\n5999 28.2098 : 36%|███▌ | 1594/4420 [00:13<00:19, 144.59it/s]\n6019 29.4262 : 36%|███▌ | 1594/4420 [00:13<00:19, 144.59it/s]\n6019 29.4262 : 36%|███▋ | 1609/4420 [00:13<00:19, 143.43it/s]\n6039 26.8296 : 36%|███▋ | 1609/4420 [00:14<00:19, 143.43it/s]\n6039 26.8296 : 37%|███▋ | 1624/4420 [00:14<00:19, 144.04it/s]\n6059 30.6283 : 37%|███▋ | 1624/4420 [00:14<00:19, 144.04it/s]\n6059 30.6283 : 37%|███▋ | 1640/4420 [00:14<00:18, 147.66it/s]\n6059 30.6283 : 37%|███▋ | 1657/4420 [00:14<00:17, 153.64it/s]\n6079 27.3653 : 37%|███▋ | 1657/4420 [00:14<00:17, 153.64it/s]\n6079 27.3653 : 38%|███▊ | 1675/4420 [00:14<00:17, 161.01it/s]\n6099 25.7888 : 38%|███▊ | 1675/4420 [00:14<00:17, 161.01it/s]\n6099 25.7888 : 38%|███▊ | 1692/4420 [00:14<00:17, 157.48it/s]\n6119 27.9237 : 38%|███▊ | 1692/4420 [00:14<00:17, 157.48it/s]\n6119 27.9237 : 39%|███▊ | 1708/4420 [00:14<00:17, 153.42it/s]\n6139 27.0455 : 39%|███▊ | 1708/4420 [00:14<00:17, 153.42it/s]\n6139 27.0455 : 39%|███▉ | 1724/4420 [00:14<00:18, 149.61it/s]\n6159 29.1776 : 39%|███▉ | 1724/4420 [00:14<00:18, 149.61it/s]\n6159 29.1776 : 39%|███▉ | 1740/4420 [00:14<00:18, 144.22it/s]\n6159 29.1776 : 40%|███▉ | 1755/4420 [00:14<00:18, 142.89it/s]\n6179 30.3192 : 40%|███▉ | 1755/4420 [00:14<00:18, 142.89it/s]\n6179 30.3192 : 40%|████ | 1770/4420 [00:15<00:18, 142.12it/s]\n6199 29.4268 : 40%|████ | 1770/4420 [00:15<00:18, 142.12it/s]\n6199 29.4268 : 40%|████ | 1785/4420 [00:15<00:18, 143.83it/s]\n6219 30.8417 : 40%|████ | 1785/4420 [00:15<00:18, 143.83it/s]\n6219 30.8417 : 41%|████ | 1801/4420 [00:15<00:17, 146.92it/s]\n6219 30.8417 : 41%|████ | 1819/4420 [00:15<00:16, 154.67it/s]\n6239 30.0745 : 41%|████ | 1819/4420 [00:15<00:16, 154.67it/s]\n6239 30.0745 : 42%|████▏ | 1835/4420 [00:15<00:16, 156.05it/s]\n6259 23.3657 : 42%|████▏ | 1835/4420 [00:15<00:16, 156.05it/s]\n6259 23.3657 : 42%|████▏ | 1851/4420 [00:15<00:17, 147.70it/s]\n6279 26.0346 : 42%|████▏ | 1851/4420 [00:15<00:17, 147.70it/s]\n6279 26.0346 : 42%|████▏ | 1866/4420 [00:15<00:18, 141.12it/s]\n6299 27.2836 : 42%|████▏ | 1866/4420 [00:15<00:18, 141.12it/s]\n6299 27.2836 : 43%|████▎ | 1881/4420 [00:15<00:18, 135.68it/s]\n6299 27.2836 : 43%|████▎ | 1895/4420 [00:15<00:19, 131.91it/s]\n6319 27.5485 : 43%|████▎ | 1895/4420 [00:15<00:19, 131.91it/s]\n6319 27.5485 : 43%|████▎ | 1909/4420 [00:16<00:19, 130.15it/s]\n6339 26.6192 : 43%|████▎ | 1909/4420 [00:16<00:19, 130.15it/s]\n6339 26.6192 : 44%|████▎ | 1923/4420 [00:16<00:19, 129.54it/s]\n6339 26.6192 : 44%|████▍ | 1937/4420 [00:16<00:18, 131.13it/s]\n6359 30.3417 : 44%|████▍ | 1937/4420 [00:16<00:18, 131.13it/s]\n6359 30.3417 : 44%|████▍ | 1952/4420 [00:16<00:18, 134.10it/s]\n6379 27.3501 : 44%|████▍ | 1952/4420 [00:16<00:18, 134.10it/s]\n6379 27.3501 : 45%|████▍ | 1968/4420 [00:16<00:17, 141.05it/s]\n6399 27.4614 : 45%|████▍ | 1968/4420 [00:16<00:17, 141.05it/s]\n6399 27.4614 : 45%|████▍ | 1984/4420 [00:16<00:16, 144.41it/s]\n6399 27.4614 : 45%|████▌ | 1999/4420 [00:16<00:17, 134.54it/s]\n6419 26.6880 : 45%|████▌ | 1999/4420 [00:16<00:17, 134.54it/s]\n6419 26.6880 : 46%|████▌ | 2013/4420 [00:16<00:18, 127.59it/s]\n6439 23.1880 : 46%|████▌ | 2013/4420 [00:16<00:18, 127.59it/s]\n6439 23.1880 : 46%|████▌ | 2026/4420 [00:16<00:19, 123.01it/s]\n6439 23.1880 : 46%|████▌ | 2039/4420 [00:17<00:20, 118.67it/s]\n6459 28.9120 : 46%|████▌ | 2039/4420 [00:17<00:20, 118.67it/s]\n6459 28.9120 : 46%|████▋ | 2051/4420 [00:17<00:20, 117.21it/s]\n6479 30.3427 : 46%|████▋ | 2051/4420 [00:17<00:20, 117.21it/s]\n6479 30.3427 : 47%|████▋ | 2063/4420 [00:17<00:20, 115.92it/s]\n6479 30.3427 : 47%|████▋ | 2075/4420 [00:17<00:20, 116.25it/s]\n6499 30.4734 : 47%|████▋ | 2075/4420 [00:17<00:20, 116.25it/s]\n6499 30.4734 : 47%|████▋ | 2088/4420 [00:17<00:19, 118.30it/s]\n6519 30.8423 : 47%|████▋ | 2088/4420 [00:17<00:19, 118.30it/s]\n6519 30.8423 : 48%|████▊ | 2101/4420 [00:17<00:19, 121.55it/s]\n6519 30.8423 : 48%|████▊ | 2116/4420 [00:17<00:17, 128.49it/s]\n6539 29.0117 : 48%|████▊ | 2116/4420 [00:17<00:17, 128.49it/s]\n6539 29.0117 : 48%|████▊ | 2131/4420 [00:17<00:17, 134.57it/s]\n6559 22.0074 : 48%|████▊ | 2131/4420 [00:17<00:17, 134.57it/s]\n6559 22.0074 : 49%|████▊ | 2145/4420 [00:17<00:18, 125.04it/s]\n6559 22.0074 : 49%|████▉ | 2158/4420 [00:18<00:19, 116.03it/s]\n6579 22.4951 : 49%|████▉ | 2158/4420 [00:18<00:19, 116.03it/s]\n6579 22.4951 : 49%|████▉ | 2170/4420 [00:18<00:20, 110.62it/s]\n6599 26.2191 : 49%|████▉ | 2170/4420 [00:18<00:20, 110.62it/s]\n6599 26.2191 : 49%|████▉ | 2182/4420 [00:18<00:20, 106.65it/s]\n6599 26.2191 : 50%|████▉ | 2193/4420 [00:18<00:21, 105.79it/s]\n6619 28.2534 : 50%|████▉ | 2193/4420 [00:18<00:21, 105.79it/s]\n6619 28.2534 : 50%|████▉ | 2204/4420 [00:18<00:21, 103.87it/s]\n6619 28.2534 : 50%|█████ | 2215/4420 [00:18<00:21, 104.27it/s]\n6639 30.3577 : 50%|█████ | 2215/4420 [00:18<00:21, 104.27it/s]\n6639 30.3577 : 50%|█████ | 2226/4420 [00:18<00:20, 104.94it/s]\n6639 30.3577 : 51%|█████ | 2238/4420 [00:18<00:20, 107.78it/s]\n6659 27.1228 : 51%|█████ | 2238/4420 [00:18<00:20, 107.78it/s]\n6659 27.1228 : 51%|█████ | 2251/4420 [00:18<00:19, 112.96it/s]\n6679 28.3244 : 51%|█████ | 2251/4420 [00:18<00:19, 112.96it/s]\n6679 28.3244 : 51%|█████ | 2265/4420 [00:18<00:18, 119.10it/s]\n6679 28.3244 : 52%|█████▏ | 2279/4420 [00:19<00:17, 124.76it/s]\n6699 27.8031 : 52%|█████▏ | 2279/4420 [00:19<00:17, 124.76it/s]\n6699 27.8031 : 52%|█████▏ | 2293/4420 [00:19<00:16, 126.08it/s]\n6719 24.6167 : 52%|█████▏ | 2293/4420 [00:19<00:16, 126.08it/s]\n6719 24.6167 : 52%|█████▏ | 2306/4420 [00:19<00:17, 123.32it/s]\n6719 24.6167 : 52%|█████▏ | 2319/4420 [00:19<00:17, 121.46it/s]\n6739 27.0853 : 52%|█████▏ | 2319/4420 [00:19<00:17, 121.46it/s]\n6739 27.0853 : 53%|█████▎ | 2332/4420 [00:19<00:17, 118.28it/s]\n6759 27.5990 : 53%|█████▎ | 2332/4420 [00:19<00:17, 118.28it/s]\n6759 27.5990 : 53%|█████▎ | 2344/4420 [00:19<00:17, 118.17it/s]\n6759 27.5990 : 53%|█████▎ | 2356/4420 [00:19<00:17, 117.78it/s]\n6779 27.9386 : 53%|█████▎ | 2356/4420 [00:19<00:17, 117.78it/s]\n6779 27.9386 : 54%|█████▎ | 2369/4420 [00:19<00:17, 119.47it/s]\n6799 29.8271 : 54%|█████▎ | 2369/4420 [00:19<00:17, 119.47it/s]\n6799 29.8271 : 54%|█████▍ | 2382/4420 [00:19<00:16, 120.16it/s]\n6799 29.8271 : 54%|█████▍ | 2396/4420 [00:20<00:16, 123.80it/s]\n6819 31.5534 : 54%|█████▍ | 2396/4420 [00:20<00:16, 123.80it/s]\n6819 31.5534 : 55%|█████▍ | 2411/4420 [00:20<00:15, 130.44it/s]\n6839 28.9784 : 55%|█████▍ | 2411/4420 [00:20<00:15, 130.44it/s]\n6839 28.9784 : 55%|█████▍ | 2427/4420 [00:20<00:14, 137.81it/s]\n6859 22.9382 : 55%|█████▍ | 2427/4420 [00:20<00:14, 137.81it/s]\n6859 22.9382 : 55%|█████▌ | 2442/4420 [00:20<00:14, 140.64it/s]\n6859 22.9382 : 56%|█████▌ | 2457/4420 [00:20<00:14, 139.70it/s]\n6879 27.5962 : 56%|█████▌ | 2457/4420 [00:20<00:14, 139.70it/s]\n6879 27.5962 : 56%|█████▌ | 2471/4420 [00:20<00:14, 137.86it/s]\n6899 29.0349 : 56%|█████▌ | 2471/4420 [00:20<00:14, 137.86it/s]\n6899 29.0349 : 56%|█████▌ | 2485/4420 [00:20<00:14, 135.82it/s]\n6899 29.0349 : 57%|█████▋ | 2499/4420 [00:20<00:14, 135.19it/s]\n6919 29.6793 : 57%|█████▋ | 2499/4420 [00:20<00:14, 135.19it/s]\n6919 29.6793 : 57%|█████▋ | 2513/4420 [00:20<00:14, 134.97it/s]\n6939 29.8235 : 57%|█████▋ | 2513/4420 [00:20<00:14, 134.97it/s]\n6939 29.8235 : 57%|█████▋ | 2527/4420 [00:20<00:13, 135.84it/s]\n6959 30.4756 : 57%|█████▋ | 2527/4420 [00:21<00:13, 135.84it/s]\n6959 30.4756 : 58%|█████▊ | 2542/4420 [00:21<00:13, 139.03it/s]\n6959 30.4756 : 58%|█████▊ | 2558/4420 [00:21<00:12, 144.23it/s]\n6979 31.5373 : 58%|█████▊ | 2558/4420 [00:21<00:12, 144.23it/s]\n6979 31.5373 : 58%|█████▊ | 2576/4420 [00:21<00:12, 152.35it/s]\n6999 28.1906 : 58%|█████▊ | 2576/4420 [00:21<00:12, 152.35it/s]\n6999 28.1906 : 59%|█████▊ | 2593/4420 [00:21<00:11, 156.73it/s]\n7019 25.7291 : 59%|█████▊ | 2593/4420 [00:21<00:11, 156.73it/s]\n7019 25.7291 : 59%|█████▉ | 2609/4420 [00:21<00:11, 154.07it/s]\n7039 26.5620 : 59%|█████▉ | 2609/4420 [00:21<00:11, 154.07it/s]\n7039 26.5620 : 59%|█████▉ | 2625/4420 [00:21<00:11, 151.76it/s]\n7059 31.0930 : 59%|█████▉ | 2625/4420 [00:21<00:11, 151.76it/s]\n7059 31.0930 : 60%|█████▉ | 2641/4420 [00:21<00:12, 148.16it/s]\n7059 31.0930 : 60%|██████ | 2656/4420 [00:21<00:11, 147.90it/s]\n7079 30.9522 : 60%|██████ | 2656/4420 [00:21<00:11, 147.90it/s]\n7079 30.9522 : 60%|██████ | 2671/4420 [00:21<00:11, 147.45it/s]\n7099 30.8551 : 60%|██████ | 2671/4420 [00:22<00:11, 147.45it/s]\n7099 30.8551 : 61%|██████ | 2686/4420 [00:22<00:11, 148.15it/s]\n7119 31.3811 : 61%|██████ | 2686/4420 [00:22<00:11, 148.15it/s]\n7119 31.3811 : 61%|██████ | 2703/4420 [00:22<00:11, 152.39it/s]\n7139 29.0475 : 61%|██████ | 2703/4420 [00:22<00:11, 152.39it/s]\n7139 29.0475 : 62%|██████▏ | 2721/4420 [00:22<00:10, 160.13it/s]\n7159 27.6501 : 62%|██████▏ | 2721/4420 [00:22<00:10, 160.13it/s]\n7159 27.6501 : 62%|██████▏ | 2740/4420 [00:22<00:10, 167.65it/s]\n7159 27.6501 : 62%|██████▏ | 2757/4420 [00:22<00:10, 162.18it/s]\n7179 25.3591 : 62%|██████▏ | 2757/4420 [00:22<00:10, 162.18it/s]\n7179 25.3591 : 63%|██████▎ | 2774/4420 [00:22<00:10, 155.75it/s]\n7199 26.8551 : 63%|██████▎ | 2774/4420 [00:22<00:10, 155.75it/s]\n7199 26.8551 : 63%|██████▎ | 2790/4420 [00:22<00:10, 149.62it/s]\n7219 29.4511 : 63%|██████▎ | 2790/4420 [00:22<00:10, 149.62it/s]\n7219 29.4511 : 63%|██████▎ | 2806/4420 [00:22<00:10, 147.33it/s]\n7239 26.3320 : 63%|██████▎ | 2806/4420 [00:22<00:10, 147.33it/s]\n7239 26.3320 : 64%|██████▍ | 2821/4420 [00:22<00:10, 146.70it/s]\n7239 26.3320 : 64%|██████▍ | 2836/4420 [00:23<00:10, 147.31it/s]\n7259 28.9759 : 64%|██████▍ | 2836/4420 [00:23<00:10, 147.31it/s]\n7259 28.9759 : 65%|██████▍ | 2852/4420 [00:23<00:10, 150.29it/s]\n7279 31.4484 : 65%|██████▍ | 2852/4420 [00:23<00:10, 150.29it/s]\n7279 31.4484 : 65%|██████▍ | 2870/4420 [00:23<00:09, 157.47it/s]\n7299 30.8190 : 65%|██████▍ | 2870/4420 [00:23<00:09, 157.47it/s]\n7299 30.8190 : 65%|██████▌ | 2889/4420 [00:23<00:09, 165.18it/s]\n7319 26.5634 : 65%|██████▌ | 2889/4420 [00:23<00:09, 165.18it/s]\n7319 26.5634 : 66%|██████▌ | 2906/4420 [00:23<00:09, 158.63it/s]\n7339 27.6786 : 66%|██████▌ | 2906/4420 [00:23<00:09, 158.63it/s]\n7339 27.6786 : 66%|██████▌ | 2922/4420 [00:23<00:10, 147.89it/s]\n7339 27.6786 : 66%|██████▋ | 2937/4420 [00:23<00:10, 140.89it/s]\n7359 31.0395 : 66%|██████▋ | 2937/4420 [00:23<00:10, 140.89it/s]\n7359 31.0395 : 67%|██████▋ | 2952/4420 [00:23<00:10, 135.74it/s]\n7379 27.9566 : 67%|██████▋ | 2952/4420 [00:23<00:10, 135.74it/s]\n7379 27.9566 : 67%|██████▋ | 2966/4420 [00:23<00:10, 132.41it/s]\n7399 29.6122 : 67%|██████▋ | 2966/4420 [00:24<00:10, 132.41it/s]\n7399 29.6122 : 67%|██████▋ | 2980/4420 [00:24<00:10, 131.55it/s]\n7399 29.6122 : 68%|██████▊ | 2994/4420 [00:24<00:10, 131.38it/s]\n7419 29.9743 : 68%|██████▊ | 2994/4420 [00:24<00:10, 131.38it/s]\n7419 29.9743 : 68%|██████▊ | 3009/4420 [00:24<00:10, 135.06it/s]\n7439 29.7364 : 68%|██████▊ | 3009/4420 [00:24<00:10, 135.06it/s]\n7439 29.7364 : 68%|██████▊ | 3025/4420 [00:24<00:09, 140.49it/s]\n7459 27.2081 : 68%|██████▊ | 3025/4420 [00:24<00:09, 140.49it/s]\n7459 27.2081 : 69%|██████▉ | 3042/4420 [00:24<00:09, 147.13it/s]\n7459 27.2081 : 69%|██████▉ | 3057/4420 [00:24<00:09, 138.88it/s]\n7479 27.3237 : 69%|██████▉ | 3057/4420 [00:24<00:09, 138.88it/s]\n7479 27.3237 : 69%|██████▉ | 3071/4420 [00:24<00:10, 126.24it/s]\n7499 26.2474 : 69%|██████▉ | 3071/4420 [00:24<00:10, 126.24it/s]\n7499 26.2474 : 70%|██████▉ | 3084/4420 [00:24<00:11, 119.79it/s]\n7499 26.2474 : 70%|███████ | 3097/4420 [00:24<00:11, 112.14it/s]\n7519 27.4564 : 70%|███████ | 3097/4420 [00:24<00:11, 112.14it/s]\n7519 27.4564 : 70%|███████ | 3109/4420 [00:25<00:12, 108.98it/s]\n7539 27.7071 : 70%|███████ | 3109/4420 [00:25<00:12, 108.98it/s]\n7539 27.7071 : 71%|███████ | 3121/4420 [00:25<00:12, 105.35it/s]\n7539 27.7071 : 71%|███████ | 3132/4420 [00:25<00:12, 105.13it/s]\n7559 27.5573 : 71%|███████ | 3132/4420 [00:25<00:12, 105.13it/s]\n7559 27.5573 : 71%|███████ | 3143/4420 [00:25<00:12, 105.30it/s]\n7559 27.5573 : 71%|███████▏ | 3155/4420 [00:25<00:11, 107.34it/s]\n7579 28.3053 : 71%|███████▏ | 3155/4420 [00:25<00:11, 107.34it/s]\n7579 28.3053 : 72%|███████▏ | 3167/4420 [00:25<00:11, 110.51it/s]\n7599 28.0944 : 72%|███████▏ | 3167/4420 [00:25<00:11, 110.51it/s]\n7599 28.0944 : 72%|███████▏ | 3180/4420 [00:25<00:10, 115.10it/s]\n7599 28.0944 : 72%|███████▏ | 3194/4420 [00:25<00:10, 120.12it/s]\n7619 24.3215 : 72%|███████▏ | 3194/4420 [00:25<00:10, 120.12it/s]\n7619 24.3215 : 73%|███████▎ | 3207/4420 [00:25<00:10, 112.37it/s]\n7619 24.3215 : 73%|███████▎ | 3219/4420 [00:26<00:11, 100.94it/s]\n7639 24.6762 : 73%|███████▎ | 3219/4420 [00:26<00:11, 100.94it/s]\n7639 24.6762 : 73%|███████▎ | 3230/4420 [00:26<00:12, 93.60it/s]\n7659 22.8520 : 73%|███████▎ | 3230/4420 [00:26<00:12, 93.60it/s]\n7659 22.8520 : 73%|███████▎ | 3240/4420 [00:26<00:13, 87.09it/s]\n7659 22.8520 : 74%|███████▎ | 3249/4420 [00:26<00:13, 84.50it/s]\n7659 22.8520 : 74%|███████▎ | 3258/4420 [00:26<00:14, 82.45it/s]\n7679 23.8671 : 74%|███████▎ | 3258/4420 [00:26<00:14, 82.45it/s]\n7679 23.8671 : 74%|███████▍ | 3267/4420 [00:26<00:14, 80.12it/s]\n7679 23.8671 : 74%|███████▍ | 3276/4420 [00:26<00:14, 80.25it/s]\n7699 26.0645 : 74%|███████▍ | 3276/4420 [00:26<00:14, 80.25it/s]\n7699 26.0645 : 74%|███████▍ | 3285/4420 [00:26<00:14, 79.63it/s]\n7699 26.0645 : 75%|███████▍ | 3294/4420 [00:27<00:14, 79.84it/s]\n7719 24.7471 : 75%|███████▍ | 3294/4420 [00:27<00:14, 79.84it/s]\n7719 24.7471 : 75%|███████▍ | 3303/4420 [00:27<00:13, 81.71it/s]\n7719 24.7471 : 75%|███████▍ | 3313/4420 [00:27<00:13, 84.97it/s]\n7739 26.2818 : 75%|███████▍ | 3313/4420 [00:27<00:13, 84.97it/s]\n7739 26.2818 : 75%|███████▌ | 3323/4420 [00:27<00:12, 88.20it/s]\n7739 26.2818 : 75%|███████▌ | 3333/4420 [00:27<00:11, 90.79it/s]\n7759 23.5321 : 75%|███████▌ | 3333/4420 [00:27<00:11, 90.79it/s]\n7759 23.5321 : 76%|███████▌ | 3343/4420 [00:27<00:11, 92.13it/s]\n7759 23.5321 : 76%|███████▌ | 3353/4420 [00:27<00:11, 93.47it/s]\n7779 23.2960 : 76%|███████▌ | 3353/4420 [00:27<00:11, 93.47it/s]\n7779 23.2960 : 76%|███████▌ | 3363/4420 [00:27<00:11, 91.76it/s]\n7779 23.2960 : 76%|███████▋ | 3373/4420 [00:27<00:11, 91.15it/s]\n7799 25.8141 : 76%|███████▋ | 3373/4420 [00:28<00:11, 91.15it/s]\n7799 25.8141 : 77%|███████▋ | 3383/4420 [00:28<00:11, 89.32it/s]\n7799 25.8141 : 77%|███████▋ | 3392/4420 [00:28<00:11, 86.00it/s]\n7819 27.3422 : 77%|███████▋ | 3392/4420 [00:28<00:11, 86.00it/s]\n7819 27.3422 : 77%|███████▋ | 3401/4420 [00:28<00:11, 85.35it/s]\n7819 27.3422 : 77%|███████▋ | 3410/4420 [00:28<00:11, 84.82it/s]\n7819 27.3422 : 77%|███████▋ | 3419/4420 [00:28<00:11, 83.58it/s]\n7839 25.9446 : 77%|███████▋ | 3419/4420 [00:28<00:11, 83.58it/s]\n7839 25.9446 : 78%|███████▊ | 3428/4420 [00:28<00:11, 84.46it/s]\n7839 25.9446 : 78%|███████▊ | 3437/4420 [00:28<00:11, 85.09it/s]\n7859 26.8905 : 78%|███████▊ | 3437/4420 [00:28<00:11, 85.09it/s]\n7859 26.8905 : 78%|███████▊ | 3446/4420 [00:28<00:11, 85.62it/s]\n7859 26.8905 : 78%|███████▊ | 3456/4420 [00:28<00:10, 88.61it/s]\n7879 28.5629 : 78%|███████▊ | 3456/4420 [00:28<00:10, 88.61it/s]\n7879 28.5629 : 78%|███████▊ | 3466/4420 [00:29<00:10, 91.11it/s]\n7879 28.5629 : 79%|███████▊ | 3476/4420 [00:29<00:10, 93.65it/s]\n7899 26.3306 : 79%|███████▊ | 3476/4420 [00:29<00:10, 93.65it/s]\n7899 26.3306 : 79%|███████▉ | 3487/4420 [00:29<00:09, 96.66it/s]\n7899 26.3306 : 79%|███████▉ | 3498/4420 [00:29<00:09, 98.19it/s]\n7919 26.7755 : 79%|███████▉ | 3498/4420 [00:29<00:09, 98.19it/s]\n7919 26.7755 : 79%|███████▉ | 3508/4420 [00:29<00:09, 98.31it/s]\n7919 26.7755 : 80%|███████▉ | 3518/4420 [00:29<00:09, 98.42it/s]\n7939 28.9042 : 80%|███████▉ | 3518/4420 [00:29<00:09, 98.42it/s]\n7939 28.9042 : 80%|███████▉ | 3529/4420 [00:29<00:09, 98.90it/s]\n7939 28.9042 : 80%|████████ | 3539/4420 [00:29<00:09, 96.76it/s]\n7959 29.1772 : 80%|████████ | 3539/4420 [00:29<00:09, 96.76it/s]\n7959 29.1772 : 80%|████████ | 3549/4420 [00:29<00:09, 96.33it/s]\n7959 29.1772 : 81%|████████ | 3559/4420 [00:29<00:08, 96.17it/s]\n7979 30.1450 : 81%|████████ | 3559/4420 [00:29<00:08, 96.17it/s]\n7979 30.1450 : 81%|████████ | 3569/4420 [00:30<00:08, 96.45it/s]\n7999 27.8215 : 81%|████████ | 3569/4420 [00:30<00:08, 96.45it/s]\n7999 27.8215 : 81%|████████ | 3580/4420 [00:30<00:08, 97.74it/s]\n7999 27.8215 : 81%|████████ | 3591/4420 [00:30<00:08, 99.17it/s]\n8019 26.9890 : 81%|████████ | 3591/4420 [00:30<00:08, 99.17it/s]\n8019 26.9890 : 81%|████████▏ | 3602/4420 [00:30<00:08, 100.86it/s]\n8019 26.9890 : 82%|████████▏ | 3614/4420 [00:30<00:07, 106.12it/s]\n8039 30.1892 : 82%|████████▏ | 3614/4420 [00:30<00:07, 106.12it/s]\n8039 30.1892 : 82%|████████▏ | 3627/4420 [00:30<00:07, 111.27it/s]\n8059 26.8339 : 82%|████████▏ | 3627/4420 [00:30<00:07, 111.27it/s]\n8059 26.8339 : 82%|████████▏ | 3640/4420 [00:30<00:06, 114.92it/s]\n8059 26.8339 : 83%|████████▎ | 3652/4420 [00:30<00:06, 116.01it/s]\n8079 26.7812 : 83%|████████▎ | 3652/4420 [00:30<00:06, 116.01it/s]\n8079 26.7812 : 83%|████████▎ | 3664/4420 [00:30<00:06, 115.58it/s]\n8079 26.7812 : 83%|████████▎ | 3676/4420 [00:31<00:06, 114.13it/s]\n8099 29.9099 : 83%|████████▎ | 3676/4420 [00:31<00:06, 114.13it/s]\n8099 29.9099 : 83%|████████▎ | 3688/4420 [00:31<00:06, 111.91it/s]\n8119 29.8256 : 83%|████████▎ | 3688/4420 [00:31<00:06, 111.91it/s]\n8119 29.8256 : 84%|████████▎ | 3700/4420 [00:31<00:06, 109.25it/s]\n8119 29.8256 : 84%|████████▍ | 3711/4420 [00:31<00:06, 109.02it/s]\n8139 30.1743 : 84%|████████▍ | 3711/4420 [00:31<00:06, 109.02it/s]\n8139 30.1743 : 84%|████████▍ | 3722/4420 [00:31<00:06, 108.46it/s]\n8139 30.1743 : 84%|████████▍ | 3733/4420 [00:31<00:06, 108.80it/s]\n8159 30.3662 : 84%|████████▍ | 3733/4420 [00:31<00:06, 108.80it/s]\n8159 30.3662 : 85%|████████▍ | 3744/4420 [00:31<00:06, 108.80it/s]\n8159 30.3662 : 85%|████████▌ | 3757/4420 [00:31<00:05, 112.50it/s]\n8179 31.3649 : 85%|████████▌ | 3757/4420 [00:31<00:05, 112.50it/s]\n8179 31.3649 : 85%|████████▌ | 3771/4420 [00:31<00:05, 118.10it/s]\n8199 32.8330 : 85%|████████▌ | 3771/4420 [00:31<00:05, 118.10it/s]\n8199 32.8330 : 86%|████████▌ | 3785/4420 [00:31<00:05, 122.96it/s]\n8199 32.8330 : 86%|████████▌ | 3799/4420 [00:32<00:04, 125.83it/s]\n8219 28.1225 : 86%|████████▌ | 3799/4420 [00:32<00:04, 125.83it/s]\n8219 28.1225 : 86%|████████▌ | 3812/4420 [00:32<00:04, 126.62it/s]\n8239 26.7386 : 86%|████████▌ | 3812/4420 [00:32<00:04, 126.62it/s]\n8239 26.7386 : 87%|████████▋ | 3825/4420 [00:32<00:04, 124.20it/s]\n8239 26.7386 : 87%|████████▋ | 3838/4420 [00:32<00:04, 121.46it/s]\n8259 28.3010 : 87%|████████▋ | 3838/4420 [00:32<00:04, 121.46it/s]\n8259 28.3010 : 87%|████████▋ | 3851/4420 [00:32<00:04, 118.79it/s]\n8279 30.3928 : 87%|████████▋ | 3851/4420 [00:32<00:04, 118.79it/s]\n8279 30.3928 : 87%|████████▋ | 3863/4420 [00:32<00:04, 117.96it/s]\n8279 30.3928 : 88%|████████▊ | 3875/4420 [00:32<00:04, 117.60it/s]\n8299 29.5279 : 88%|████████▊ | 3875/4420 [00:32<00:04, 117.60it/s]\n8299 29.5279 : 88%|████████▊ | 3887/4420 [00:32<00:04, 117.73it/s]\n8319 30.3257 : 88%|████████▊ | 3887/4420 [00:32<00:04, 117.73it/s]\n8319 30.3257 : 88%|████████▊ | 3900/4420 [00:32<00:04, 118.59it/s]\n8319 30.3257 : 89%|████████▊ | 3914/4420 [00:33<00:04, 123.75it/s]\n8339 32.3499 : 89%|████████▊ | 3914/4420 [00:33<00:04, 123.75it/s]\n8339 32.3499 : 89%|████████▉ | 3929/4420 [00:33<00:03, 129.06it/s]\n8359 31.6987 : 89%|████████▉ | 3929/4420 [00:33<00:03, 129.06it/s]\n8359 31.6987 : 89%|████████▉ | 3944/4420 [00:33<00:03, 132.70it/s]\n8359 31.6987 : 90%|████████▉ | 3958/4420 [00:33<00:03, 134.14it/s]\n8379 30.3634 : 90%|████████▉ | 3958/4420 [00:33<00:03, 134.14it/s]\n8379 30.3634 : 90%|████████▉ | 3972/4420 [00:33<00:03, 132.32it/s]\n8399 28.3249 : 90%|████████▉ | 3972/4420 [00:33<00:03, 132.32it/s]\n8399 28.3249 : 90%|█████████ | 3986/4420 [00:33<00:03, 128.15it/s]\n8399 28.3249 : 90%|█████████ | 3999/4420 [00:33<00:03, 124.27it/s]\n8419 30.4790 : 90%|█████████ | 3999/4420 [00:33<00:03, 124.27it/s]\n8419 30.4790 : 91%|█████████ | 4012/4420 [00:33<00:03, 122.66it/s]\n8439 29.4408 : 91%|█████████ | 4012/4420 [00:33<00:03, 122.66it/s]\n8439 29.4408 : 91%|█████████ | 4025/4420 [00:33<00:03, 120.42it/s]\n8439 29.4408 : 91%|█████████▏| 4038/4420 [00:34<00:03, 119.73it/s]\n8459 30.3802 : 91%|█████████▏| 4038/4420 [00:34<00:03, 119.73it/s]\n8459 30.3802 : 92%|█████████▏| 4051/4420 [00:34<00:03, 120.18it/s]\n8479 33.7110 : 92%|█████████▏| 4051/4420 [00:34<00:03, 120.18it/s]\n8479 33.7110 : 92%|█████████▏| 4065/4420 [00:34<00:02, 124.34it/s]\n8499 33.9482 : 92%|█████████▏| 4065/4420 [00:34<00:02, 124.34it/s]\n8499 33.9482 : 92%|█████████▏| 4080/4420 [00:34<00:02, 129.47it/s]\n8499 33.9482 : 93%|█████████▎| 4095/4420 [00:34<00:02, 133.87it/s]\n8519 32.3067 : 93%|█████████▎| 4095/4420 [00:34<00:02, 133.87it/s]\n8519 32.3067 : 93%|█████████▎| 4109/4420 [00:34<00:02, 135.27it/s]\n8539 25.2188 : 93%|█████████▎| 4109/4420 [00:34<00:02, 135.27it/s]\n8539 25.2188 : 93%|█████████▎| 4123/4420 [00:34<00:02, 131.56it/s]\n8539 25.2188 : 94%|█████████▎| 4137/4420 [00:34<00:02, 125.15it/s]\n8559 27.1614 : 94%|█████████▎| 4137/4420 [00:34<00:02, 125.15it/s]\n8559 27.1614 : 94%|█████████▍| 4150/4420 [00:34<00:02, 119.47it/s]\n8579 28.1732 : 94%|█████████▍| 4150/4420 [00:34<00:02, 119.47it/s]\n8579 28.1732 : 94%|█████████▍| 4163/4420 [00:35<00:02, 116.22it/s]\n8579 28.1732 : 94%|█████████▍| 4175/4420 [00:35<00:02, 114.53it/s]\n8599 26.3419 : 94%|█████████▍| 4175/4420 [00:35<00:02, 114.53it/s]\n8599 26.3419 : 95%|█████████▍| 4187/4420 [00:35<00:02, 113.93it/s]\n8599 26.3419 : 95%|█████████▌| 4199/4420 [00:35<00:01, 113.20it/s]\n8619 30.0930 : 95%|█████████▌| 4199/4420 [00:35<00:01, 113.20it/s]\n8619 30.0930 : 95%|█████████▌| 4212/4420 [00:35<00:01, 115.48it/s]\n8639 33.1123 : 95%|█████████▌| 4212/4420 [00:35<00:01, 115.48it/s]\n8639 33.1123 : 96%|█████████▌| 4226/4420 [00:35<00:01, 120.79it/s]\n8659 31.6339 : 96%|█████████▌| 4226/4420 [00:35<00:01, 120.79it/s]\n8659 31.6339 : 96%|█████████▌| 4240/4420 [00:35<00:01, 124.57it/s]\n8659 31.6339 : 96%|█████████▌| 4254/4420 [00:35<00:01, 127.67it/s]\n8679 30.3343 : 96%|█████████▌| 4254/4420 [00:35<00:01, 127.67it/s]\n8679 30.3343 : 97%|█████████▋| 4268/4420 [00:35<00:01, 127.93it/s]\n8699 22.8512 : 97%|█████████▋| 4268/4420 [00:36<00:01, 127.93it/s]\n8699 22.8512 : 97%|█████████▋| 4281/4420 [00:36<00:01, 109.50it/s]\n8699 22.8512 : 97%|█████████▋| 4293/4420 [00:36<00:01, 99.50it/s]\n8719 24.4231 : 97%|█████████▋| 4293/4420 [00:36<00:01, 99.50it/s]\n8719 24.4231 : 97%|█████████▋| 4304/4420 [00:36<00:01, 92.51it/s]\n8719 24.4231 : 98%|█████████▊| 4314/4420 [00:36<00:01, 89.83it/s]\n8739 24.8684 : 98%|█████████▊| 4314/4420 [00:36<00:01, 89.83it/s]\n8739 24.8684 : 98%|█████████▊| 4324/4420 [00:36<00:01, 88.10it/s]\n8739 24.8684 : 98%|█████████▊| 4333/4420 [00:36<00:00, 87.50it/s]\n8759 24.8304 : 98%|█████████▊| 4333/4420 [00:36<00:00, 87.50it/s]\n8759 24.8304 : 98%|█████████▊| 4342/4420 [00:36<00:00, 86.81it/s]\n8759 24.8304 : 98%|█████████▊| 4351/4420 [00:36<00:00, 86.84it/s]\n8779 27.0529 : 98%|█████████▊| 4351/4420 [00:36<00:00, 86.84it/s]\n8779 27.0529 : 99%|█████████▊| 4361/4420 [00:36<00:00, 88.10it/s]\n8779 27.0529 : 99%|█████████▉| 4372/4420 [00:37<00:00, 92.94it/s]\n8799 26.9276 : 99%|█████████▉| 4372/4420 [00:37<00:00, 92.94it/s]\n8799 26.9276 : 99%|█████████▉| 4383/4420 [00:37<00:00, 96.44it/s]\n8799 26.9276 : 99%|█████████▉| 4394/4420 [00:37<00:00, 98.20it/s]\n8819 26.8998 : 99%|█████████▉| 4394/4420 [00:37<00:00, 98.20it/s]\n8819 26.8998 : 100%|█████████▉| 4405/4420 [00:37<00:00, 100.57it/s]\n8819 26.8998 : 100%|█████████▉| 4416/4420 [00:37<00:00, 101.02it/s]\n8839 19.2216 : 100%|█████████▉| 4416/4420 [00:37<00:00, 101.02it/s]\n8839 19.2216 : 100%|██████████| 4420/4420 [00:37<00:00, 117.71it/s]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 2\n epoch_size: 29\n batches_per_epoch: 29\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/29 [00:00<?, ?it/s]/root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/torch/nn/functional.py:3609: UserWarning: Default upsampling behavior when mode=bilinear is changed to align_corners=False since 0.4.0. Please specify align_corners=True if the old behavior is desired. See the documentation of nn.Upsample for details.\n warnings.warn(\n/root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/torch/nn/functional.py:3657: UserWarning: The default behavior for interpolate/upsample with float scale_factor changed in 1.6.0 to align with other frameworks/libraries, and now uses scale_factor directly, instead of relying on the computed output size. If you wish to restore the old behavior, please set recompute_scale_factor=True. See the documentation of nn.Upsample for details.\n warnings.warn(\n/root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/torch/nn/functional.py:718: UserWarning: Named tensors and all their associated APIs are an experimental feature and subject to change. Please do not use them for anything important until they are released as stable. (Triggered internally at /pytorch/c10/core/TensorImpl.h:1156.)\n return torch.max_pool2d(input, kernel_size, stride, padding, dilation, ceil_mode)\n\n 3%|▎ | 1/29 [00:01<00:51, 1.83s/it]\n 7%|▋ | 2/29 [00:03<00:47, 1.75s/it]\n 10%|█ | 3/29 [00:05<00:44, 1.72s/it]\n 14%|█▍ | 4/29 [00:06<00:38, 1.55s/it]\n 17%|█▋ | 5/29 [00:08<00:36, 1.53s/it]\n 21%|██ | 6/29 [00:09<00:35, 1.53s/it]\n 24%|██▍ | 7/29 [00:10<00:31, 1.44s/it]\n 28%|██▊ | 8/29 [00:12<00:33, 1.59s/it]\n 31%|███ | 9/29 [00:13<00:29, 1.45s/it]\n 34%|███▍ | 10/29 [00:15<00:26, 1.42s/it]\n 38%|███▊ | 11/29 [00:16<00:25, 1.41s/it]\n 41%|████▏ | 12/29 [00:17<00:21, 1.29s/it]\n 45%|████▍ | 13/29 [00:18<00:20, 1.26s/it]\n 48%|████▊ | 14/29 [00:20<00:20, 1.34s/it]\n 52%|█████▏ | 15/29 [00:21<00:17, 1.26s/it]\n 55%|█████▌ | 16/29 [00:23<00:19, 1.47s/it]\n 59%|█████▊ | 17/29 [00:24<00:17, 1.48s/it]\n 62%|██████▏ | 18/29 [00:26<00:17, 1.62s/it]\n 66%|██████▌ | 19/29 [00:28<00:16, 1.62s/it]\n8859 0.3471 0.0153 0.0023 : 66%|██████▌ | 19/29 [00:29<00:16, 1.62s/it]\n8859 0.3471 0.0153 0.0023 : 69%|██████▉ | 20/29 [00:29<00:13, 1.52s/it]\n8859 0.3471 0.0153 0.0023 : 72%|███████▏ | 21/29 [00:31<00:12, 1.55s/it]\n8859 0.3471 0.0153 0.0023 : 76%|███████▌ | 22/29 [00:32<00:10, 1.48s/it]\n8859 0.3471 0.0153 0.0023 : 79%|███████▉ | 23/29 [00:33<00:07, 1.32s/it]\n8859 0.3471 0.0153 0.0023 : 83%|████████▎ | 24/29 [00:34<00:06, 1.25s/it]\n8859 0.3471 0.0153 0.0023 : 86%|████████▌ | 25/29 [00:36<00:05, 1.40s/it]\n8859 0.3471 0.0153 0.0023 : 90%|████████▉ | 26/29 [00:37<00:04, 1.39s/it]\n8859 0.3471 0.0153 0.0023 : 93%|█████████▎| 27/29 [00:38<00:02, 1.32s/it]\n8859 0.3471 0.0153 0.0023 : 97%|█████████▋| 28/29 [00:40<00:01, 1.33s/it]\n8859 0.3471 0.0153 0.0023 : 100%|██████████| 29/29 [00:41<00:00, 1.35s/it]\n8859 0.3471 0.0153 0.0023 : 100%|██████████| 29/29 [00:41<00:00, 1.44s/it]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 3\n epoch_size: 29\n batches_per_epoch: 29\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/29 [00:00<?, ?it/s]\n 3%|▎ | 1/29 [00:01<00:53, 1.92s/it]\n 7%|▋ | 2/29 [00:03<00:51, 1.92s/it]\n 10%|█ | 3/29 [00:05<00:43, 1.68s/it]\n 14%|█▍ | 4/29 [00:07<00:44, 1.78s/it]\n 17%|█▋ | 5/29 [00:08<00:40, 1.67s/it]\n 21%|██ | 6/29 [00:09<00:34, 1.50s/it]\n 24%|██▍ | 7/29 [00:11<00:37, 1.70s/it]\n 28%|██▊ | 8/29 [00:13<00:32, 1.54s/it]\n 31%|███ | 9/29 [00:14<00:29, 1.49s/it]\n 34%|███▍ | 10/29 [00:15<00:27, 1.45s/it]\n 38%|███▊ | 11/29 [00:17<00:29, 1.65s/it]\n 41%|████▏ | 12/29 [00:18<00:24, 1.45s/it]\n 45%|████▍ | 13/29 [00:20<00:22, 1.40s/it]\n 48%|████▊ | 14/29 [00:21<00:20, 1.36s/it]\n 52%|█████▏ | 15/29 [00:22<00:19, 1.39s/it]\n 55%|█████▌ | 16/29 [00:23<00:16, 1.26s/it]\n 59%|█████▊ | 17/29 [00:24<00:14, 1.20s/it]\n 62%|██████▏ | 18/29 [00:26<00:13, 1.26s/it]\n 66%|██████▌ | 19/29 [00:27<00:12, 1.25s/it]\n8888 0.2967 0.0170 0.0027 : 66%|██████▌ | 19/29 [00:28<00:12, 1.25s/it]\n8888 0.2967 0.0170 0.0027 : 69%|██████▉ | 20/29 [00:28<00:11, 1.25s/it]\n8888 0.2967 0.0170 0.0027 : 72%|███████▏ | 21/29 [00:30<00:11, 1.38s/it]\n8888 0.2967 0.0170 0.0027 : 76%|███████▌ | 22/29 [00:32<00:10, 1.53s/it]\n8888 0.2967 0.0170 0.0027 : 79%|███████▉ | 23/29 [00:33<00:08, 1.41s/it]\n8888 0.2967 0.0170 0.0027 : 83%|████████▎ | 24/29 [00:34<00:06, 1.33s/it]\n8888 0.2967 0.0170 0.0027 : 86%|████████▌ | 25/29 [00:36<00:05, 1.33s/it]\n8888 0.2967 0.0170 0.0027 : 90%|████████▉ | 26/29 [00:36<00:03, 1.21s/it]\n8888 0.2967 0.0170 0.0027 : 93%|█████████▎| 27/29 [00:38<00:02, 1.24s/it]\n8888 0.2967 0.0170 0.0027 : 97%|█████████▋| 28/29 [00:40<00:01, 1.50s/it]\n8888 0.2967 0.0170 0.0027 : 100%|██████████| 29/29 [00:41<00:00, 1.39s/it]\n8888 0.2967 0.0170 0.0027 : 100%|██████████| 29/29 [00:41<00:00, 1.43s/it]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 4\n epoch_size: 29\n batches_per_epoch: 29\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/29 [00:00<?, ?it/s]\n 3%|▎ | 1/29 [00:01<00:52, 1.86s/it]\n 7%|▋ | 2/29 [00:03<00:41, 1.55s/it]\n 10%|█ | 3/29 [00:04<00:37, 1.44s/it]\n 14%|█▍ | 4/29 [00:06<00:40, 1.63s/it]\n 17%|█▋ | 5/29 [00:07<00:37, 1.57s/it]\n 21%|██ | 6/29 [00:09<00:35, 1.54s/it]\n 24%|██▍ | 7/29 [00:10<00:32, 1.47s/it]\n 28%|██▊ | 8/29 [00:11<00:27, 1.33s/it]\n 31%|███ | 9/29 [00:13<00:26, 1.35s/it]\n 34%|███▍ | 10/29 [00:14<00:25, 1.33s/it]\n 38%|███▊ | 11/29 [00:15<00:23, 1.31s/it]\n 41%|████▏ | 12/29 [00:17<00:24, 1.43s/it]\n 45%|████▍ | 13/29 [00:18<00:21, 1.34s/it]\n 48%|████▊ | 14/29 [00:19<00:19, 1.29s/it]\n 52%|█████▏ | 15/29 [00:21<00:20, 1.48s/it]\n 55%|█████▌ | 16/29 [00:22<00:18, 1.42s/it]\n 59%|█████▊ | 17/29 [00:24<00:16, 1.34s/it]\n 62%|██████▏ | 18/29 [00:25<00:14, 1.36s/it]\n 66%|██████▌ | 19/29 [00:26<00:13, 1.35s/it]\n8917 0.2887 0.0188 0.0037 : 66%|██████▌ | 19/29 [00:27<00:13, 1.35s/it]\n8917 0.2887 0.0188 0.0037 : 69%|██████▉ | 20/29 [00:27<00:11, 1.23s/it]\n8917 0.2887 0.0188 0.0037 : 72%|███████▏ | 21/29 [00:29<00:10, 1.34s/it]\n8917 0.2887 0.0188 0.0037 : 76%|███████▌ | 22/29 [00:30<00:08, 1.24s/it]\n8917 0.2887 0.0188 0.0037 : 79%|███████▉ | 23/29 [00:32<00:08, 1.39s/it]\n8917 0.2887 0.0188 0.0037 : 83%|████████▎ | 24/29 [00:33<00:06, 1.37s/it]\n8917 0.2887 0.0188 0.0037 : 86%|████████▌ | 25/29 [00:34<00:05, 1.26s/it]\n8917 0.2887 0.0188 0.0037 : 90%|████████▉ | 26/29 [00:36<00:04, 1.40s/it]\n8917 0.2887 0.0188 0.0037 : 93%|█████████▎| 27/29 [00:37<00:02, 1.35s/it]\n8917 0.2887 0.0188 0.0037 : 97%|█████████▋| 28/29 [00:39<00:01, 1.46s/it]\n8917 0.2887 0.0188 0.0037 : 100%|██████████| 29/29 [00:40<00:00, 1.30s/it]\n8917 0.2887 0.0188 0.0037 : 100%|██████████| 29/29 [00:40<00:00, 1.38s/it]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 5\n epoch_size: 29\n batches_per_epoch: 29\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/29 [00:00<?, ?it/s]\n 3%|▎ | 1/29 [00:01<00:46, 1.67s/it]\n 7%|▋ | 2/29 [00:02<00:37, 1.37s/it]\n 10%|█ | 3/29 [00:04<00:38, 1.47s/it]\n 14%|█▍ | 4/29 [00:05<00:33, 1.36s/it]\n 17%|█▋ | 5/29 [00:07<00:34, 1.44s/it]\n 21%|██ | 6/29 [00:08<00:29, 1.29s/it]\n 24%|██▍ | 7/29 [00:09<00:31, 1.42s/it]\n 28%|██▊ | 8/29 [00:11<00:31, 1.48s/it]\n 31%|███ | 9/29 [00:12<00:29, 1.48s/it]\n 34%|███▍ | 10/29 [00:14<00:26, 1.37s/it]\n 38%|███▊ | 11/29 [00:15<00:24, 1.34s/it]\n 41%|████▏ | 12/29 [00:16<00:23, 1.36s/it]\n 45%|████▍ | 13/29 [00:18<00:23, 1.47s/it]\n 48%|████▊ | 14/29 [00:20<00:24, 1.61s/it]\n 52%|█████▏ | 15/29 [00:21<00:22, 1.57s/it]\n 55%|█████▌ | 16/29 [00:23<00:19, 1.52s/it]\n 59%|█████▊ | 17/29 [00:24<00:16, 1.41s/it]\n 62%|██████▏ | 18/29 [00:25<00:15, 1.38s/it]\n 66%|██████▌ | 19/29 [00:26<00:13, 1.31s/it]\n8946 0.2648 0.0200 0.0040 : 66%|██████▌ | 19/29 [00:28<00:13, 1.31s/it]\n8946 0.2648 0.0200 0.0040 : 69%|██████▉ | 20/29 [00:28<00:11, 1.26s/it]\n8946 0.2648 0.0200 0.0040 : 72%|███████▏ | 21/29 [00:29<00:09, 1.19s/it]\n8946 0.2648 0.0200 0.0040 : 76%|███████▌ | 22/29 [00:30<00:08, 1.24s/it]\n8946 0.2648 0.0200 0.0040 : 79%|███████▉ | 23/29 [00:32<00:08, 1.37s/it]\n8946 0.2648 0.0200 0.0040 : 83%|████████▎ | 24/29 [00:33<00:07, 1.47s/it]\n8946 0.2648 0.0200 0.0040 : 86%|████████▌ | 25/29 [00:35<00:05, 1.46s/it]\n8946 0.2648 0.0200 0.0040 : 90%|████████▉ | 26/29 [00:36<00:04, 1.43s/it]\n8946 0.2648 0.0200 0.0040 : 93%|█████████▎| 27/29 [00:38<00:03, 1.52s/it]\n8946 0.2648 0.0200 0.0040 : 97%|█████████▋| 28/29 [00:39<00:01, 1.37s/it]\n8946 0.2648 0.0200 0.0040 : 100%|██████████| 29/29 [00:40<00:00, 1.37s/it]\n8946 0.2648 0.0200 0.0040 : 100%|██████████| 29/29 [00:40<00:00, 1.41s/it]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 6\n epoch_size: 29\n batches_per_epoch: 29\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/29 [00:00<?, ?it/s]\n 3%|▎ | 1/29 [00:01<00:38, 1.37s/it]\n 7%|▋ | 2/29 [00:02<00:33, 1.24s/it]\n 10%|█ | 3/29 [00:03<00:31, 1.21s/it]\n 14%|█▍ | 4/29 [00:05<00:39, 1.56s/it]\n 17%|█▋ | 5/29 [00:07<00:37, 1.54s/it]\n 21%|██ | 6/29 [00:08<00:33, 1.46s/it]\n 24%|██▍ | 7/29 [00:09<00:28, 1.31s/it]\n 28%|██▊ | 8/29 [00:11<00:29, 1.43s/it]\n 31%|███ | 9/29 [00:12<00:30, 1.51s/it]\n 34%|███▍ | 10/29 [00:14<00:28, 1.49s/it]\n 38%|███▊ | 11/29 [00:15<00:25, 1.42s/it]\n 41%|████▏ | 12/29 [00:17<00:24, 1.43s/it]\n 45%|████▍ | 13/29 [00:18<00:23, 1.45s/it]\n 48%|████▊ | 14/29 [00:19<00:19, 1.32s/it]\n 52%|█████▏ | 15/29 [00:20<00:17, 1.23s/it]\n 55%|█████▌ | 16/29 [00:22<00:18, 1.44s/it]\n 59%|█████▊ | 17/29 [00:23<00:16, 1.40s/it]\n 62%|██████▏ | 18/29 [00:24<00:13, 1.26s/it]\n 66%|██████▌ | 19/29 [00:25<00:11, 1.19s/it]\n8975 0.2575 0.0204 0.0037 : 66%|██████▌ | 19/29 [00:27<00:11, 1.19s/it]\n8975 0.2575 0.0204 0.0037 : 69%|██████▉ | 20/29 [00:27<00:11, 1.28s/it]\n8975 0.2575 0.0204 0.0037 : 72%|███████▏ | 21/29 [00:28<00:09, 1.20s/it]\n8975 0.2575 0.0204 0.0037 : 76%|███████▌ | 22/29 [00:30<00:10, 1.47s/it]\n8975 0.2575 0.0204 0.0037 : 79%|███████▉ | 23/29 [00:31<00:08, 1.41s/it]\n8975 0.2575 0.0204 0.0037 : 83%|████████▎ | 24/29 [00:33<00:07, 1.50s/it]\n8975 0.2575 0.0204 0.0037 : 86%|████████▌ | 25/29 [00:34<00:05, 1.34s/it]\n8975 0.2575 0.0204 0.0037 : 90%|████████▉ | 26/29 [00:35<00:03, 1.26s/it]\n8975 0.2575 0.0204 0.0037 : 93%|█████████▎| 27/29 [00:37<00:02, 1.40s/it]\n8975 0.2575 0.0204 0.0037 : 97%|█████████▋| 28/29 [00:38<00:01, 1.35s/it]\n8975 0.2575 0.0204 0.0037 : 100%|██████████| 29/29 [00:40<00:00, 1.46s/it]\n8975 0.2575 0.0204 0.0037 : 100%|██████████| 29/29 [00:40<00:00, 1.39s/it]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 7\n epoch_size: 29\n batches_per_epoch: 29\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/29 [00:00<?, ?it/s]\n 3%|▎ | 1/29 [00:00<00:26, 1.04it/s]\n 7%|▋ | 2/29 [00:01<00:26, 1.03it/s]\n 10%|█ | 3/29 [00:03<00:32, 1.25s/it]\n 14%|█▍ | 4/29 [00:04<00:32, 1.28s/it]\n 17%|█▋ | 5/29 [00:06<00:30, 1.27s/it]\n 21%|██ | 6/29 [00:07<00:27, 1.20s/it]\n 24%|██▍ | 7/29 [00:08<00:29, 1.32s/it]\n 28%|██▊ | 8/29 [00:10<00:27, 1.31s/it]\n 31%|███ | 9/29 [00:11<00:26, 1.30s/it]\n 34%|███▍ | 10/29 [00:12<00:25, 1.33s/it]\n 38%|███▊ | 11/29 [00:14<00:23, 1.33s/it]\n 41%|████▏ | 12/29 [00:16<00:26, 1.56s/it]\n 45%|████▍ | 13/29 [00:17<00:22, 1.39s/it]\n 48%|████▊ | 14/29 [00:18<00:20, 1.34s/it]\n 52%|█████▏ | 15/29 [00:19<00:18, 1.33s/it]\n 55%|█████▌ | 16/29 [00:21<00:17, 1.38s/it]\n 59%|█████▊ | 17/29 [00:22<00:16, 1.37s/it]\n 62%|██████▏ | 18/29 [00:24<00:16, 1.47s/it]\n 66%|██████▌ | 19/29 [00:26<00:15, 1.60s/it]\n9004 0.2485 0.0214 0.0037 : 66%|██████▌ | 19/29 [00:27<00:15, 1.60s/it]\n9004 0.2485 0.0214 0.0037 : 69%|██████▉ | 20/29 [00:27<00:14, 1.63s/it]\n9004 0.2485 0.0214 0.0037 : 72%|███████▏ | 21/29 [00:29<00:12, 1.58s/it]\n9004 0.2485 0.0214 0.0037 : 76%|███████▌ | 22/29 [00:30<00:10, 1.54s/it]\n9004 0.2485 0.0214 0.0037 : 79%|███████▉ | 23/29 [00:31<00:08, 1.39s/it]\n9004 0.2485 0.0214 0.0037 : 83%|████████▎ | 24/29 [00:32<00:06, 1.32s/it]\n9004 0.2485 0.0214 0.0037 : 86%|████████▌ | 25/29 [00:34<00:05, 1.32s/it]\n9004 0.2485 0.0214 0.0037 : 90%|████████▉ | 26/29 [00:35<00:03, 1.31s/it]\n9004 0.2485 0.0214 0.0037 : 93%|█████████▎| 27/29 [00:37<00:02, 1.39s/it]\n9004 0.2485 0.0214 0.0037 : 97%|█████████▋| 28/29 [00:38<00:01, 1.32s/it]\n9004 0.2485 0.0214 0.0037 : 100%|██████████| 29/29 [00:39<00:00, 1.32s/it]\n9004 0.2485 0.0214 0.0037 : 100%|██████████| 29/29 [00:39<00:00, 1.36s/it]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 8\n epoch_size: 29\n batches_per_epoch: 29\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/29 [00:00<?, ?it/s]\n 3%|▎ | 1/29 [00:01<00:29, 1.04s/it]\n 7%|▋ | 2/29 [00:02<00:38, 1.42s/it]\n 10%|█ | 3/29 [00:04<00:35, 1.38s/it]\n 14%|█▍ | 4/29 [00:05<00:34, 1.36s/it]\n 17%|█▋ | 5/29 [00:07<00:35, 1.48s/it]\n 21%|██ | 6/29 [00:08<00:35, 1.56s/it]\n 24%|██▍ | 7/29 [00:10<00:38, 1.73s/it]\n 28%|██▊ | 8/29 [00:12<00:32, 1.55s/it]\n 31%|███ | 9/29 [00:13<00:27, 1.40s/it]\n 34%|███▍ | 10/29 [00:14<00:27, 1.43s/it]\n 38%|███▊ | 11/29 [00:16<00:26, 1.48s/it]\n 41%|████▏ | 12/29 [00:18<00:27, 1.61s/it]\n 45%|████▍ | 13/29 [00:20<00:27, 1.70s/it]\n 48%|████▊ | 14/29 [00:21<00:22, 1.49s/it]\n 52%|█████▏ | 15/29 [00:21<00:18, 1.33s/it]\n 55%|█████▌ | 16/29 [00:23<00:17, 1.31s/it]\n 59%|█████▊ | 17/29 [00:25<00:17, 1.50s/it]\n 62%|██████▏ | 18/29 [00:26<00:16, 1.49s/it]\n 66%|██████▌ | 19/29 [00:27<00:13, 1.35s/it]\n9033 0.2691 0.0196 0.0029 : 66%|██████▌ | 19/29 [00:29<00:13, 1.35s/it]\n9033 0.2691 0.0196 0.0029 : 69%|██████▉ | 20/29 [00:29<00:14, 1.58s/it]\n9033 0.2691 0.0196 0.0029 : 72%|███████▏ | 21/29 [00:30<00:11, 1.40s/it]\n9033 0.2691 0.0196 0.0029 : 76%|███████▌ | 22/29 [00:32<00:10, 1.46s/it]\n9033 0.2691 0.0196 0.0029 : 79%|███████▉ | 23/29 [00:33<00:08, 1.40s/it]\n9033 0.2691 0.0196 0.0029 : 83%|████████▎ | 24/29 [00:34<00:06, 1.39s/it]\n9033 0.2691 0.0196 0.0029 : 86%|████████▌ | 25/29 [00:36<00:05, 1.37s/it]\n9033 0.2691 0.0196 0.0029 : 90%|████████▉ | 26/29 [00:37<00:04, 1.36s/it]\n9033 0.2691 0.0196 0.0029 : 93%|█████████▎| 27/29 [00:39<00:02, 1.37s/it]\n9033 0.2691 0.0196 0.0029 : 97%|█████████▋| 28/29 [00:40<00:01, 1.36s/it]\n9033 0.2691 0.0196 0.0029 : 100%|██████████| 29/29 [00:41<00:00, 1.33s/it]\n9033 0.2691 0.0196 0.0029 : 100%|██████████| 29/29 [00:41<00:00, 1.44s/it]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 9\n epoch_size: 29\n batches_per_epoch: 29\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/29 [00:00<?, ?it/s]\n 3%|▎ | 1/29 [00:02<00:58, 2.08s/it]\n 7%|▋ | 2/29 [00:03<00:46, 1.71s/it]\n 10%|█ | 3/29 [00:04<00:37, 1.46s/it]\n 14%|█▍ | 4/29 [00:05<00:32, 1.30s/it]\n 17%|█▋ | 5/29 [00:06<00:30, 1.26s/it]\n 21%|██ | 6/29 [00:08<00:34, 1.48s/it]\n 24%|██▍ | 7/29 [00:10<00:31, 1.43s/it]\n 28%|██▊ | 8/29 [00:12<00:33, 1.59s/it]\n 31%|███ | 9/29 [00:13<00:28, 1.43s/it]\n 34%|███▍ | 10/29 [00:14<00:26, 1.40s/it]\n 38%|███▊ | 11/29 [00:16<00:26, 1.46s/it]\n 41%|████▏ | 12/29 [00:18<00:28, 1.66s/it]\n 45%|████▍ | 13/29 [00:20<00:27, 1.73s/it]\n 48%|████▊ | 14/29 [00:21<00:23, 1.56s/it]\n 52%|█████▏ | 15/29 [00:22<00:20, 1.45s/it]\n 55%|█████▌ | 16/29 [00:23<00:19, 1.47s/it]\n 59%|█████▊ | 17/29 [00:25<00:18, 1.53s/it]\n 62%|██████▏ | 18/29 [00:26<00:16, 1.46s/it]\n 66%|██████▌ | 19/29 [00:27<00:13, 1.33s/it]\n9062 0.2432 0.0218 0.0053 : 66%|██████▌ | 19/29 [00:29<00:13, 1.33s/it]\n9062 0.2432 0.0218 0.0053 : 69%|██████▉ | 20/29 [00:29<00:11, 1.24s/it]\n9062 0.2432 0.0218 0.0053 : 72%|███████▏ | 21/29 [00:30<00:10, 1.27s/it]\n9062 0.2432 0.0218 0.0053 : 76%|███████▌ | 22/29 [00:31<00:08, 1.28s/it]\n9062 0.2432 0.0218 0.0053 : 79%|███████▉ | 23/29 [00:32<00:07, 1.22s/it]\n9062 0.2432 0.0218 0.0053 : 83%|████████▎ | 24/29 [00:33<00:06, 1.23s/it]\n9062 0.2432 0.0218 0.0053 : 86%|████████▌ | 25/29 [00:35<00:05, 1.34s/it]\n9062 0.2432 0.0218 0.0053 : 90%|████████▉ | 26/29 [00:36<00:03, 1.31s/it]\n9062 0.2432 0.0218 0.0053 : 93%|█████████▎| 27/29 [00:38<00:02, 1.39s/it]\n9062 0.2432 0.0218 0.0053 : 97%|█████████▋| 28/29 [00:39<00:01, 1.32s/it]\n9062 0.2432 0.0218 0.0053 : 100%|██████████| 29/29 [00:41<00:00, 1.50s/it]\n9062 0.2432 0.0218 0.0053 : 100%|██████████| 29/29 [00:41<00:00, 1.43s/it]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 10\n epoch_size: 29\n batches_per_epoch: 29\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/29 [00:00<?, ?it/s]\n 3%|▎ | 1/29 [00:01<00:53, 1.89s/it]\n 7%|▋ | 2/29 [00:03<00:46, 1.72s/it]\n 10%|█ | 3/29 [00:05<00:49, 1.90s/it]\n 14%|█▍ | 4/29 [00:07<00:44, 1.78s/it]\n 17%|█▋ | 5/29 [00:08<00:35, 1.48s/it]\n 21%|██ | 6/29 [00:09<00:30, 1.31s/it]\n 24%|██▍ | 7/29 [00:10<00:27, 1.23s/it]\n 28%|██▊ | 8/29 [00:11<00:28, 1.35s/it]\n 31%|███ | 9/29 [00:13<00:31, 1.59s/it]\n 34%|███▍ | 10/29 [00:15<00:28, 1.51s/it]\n 38%|███▊ | 11/29 [00:16<00:26, 1.46s/it]\n 41%|████▏ | 12/29 [00:17<00:22, 1.31s/it]\n 45%|████▍ | 13/29 [00:18<00:20, 1.29s/it]\n 48%|████▊ | 14/29 [00:19<00:18, 1.22s/it]\n 52%|█████▏ | 15/29 [00:21<00:18, 1.30s/it]\n 55%|█████▌ | 16/29 [00:22<00:17, 1.33s/it]\n 59%|█████▊ | 17/29 [00:24<00:16, 1.41s/it]\n 62%|██████▏ | 18/29 [00:25<00:15, 1.39s/it]\n 66%|██████▌ | 19/29 [00:27<00:14, 1.45s/it]\n9091 0.2858 0.0184 0.0027 : 66%|██████▌ | 19/29 [00:29<00:14, 1.45s/it]\n9091 0.2858 0.0184 0.0027 : 69%|██████▉ | 20/29 [00:29<00:14, 1.58s/it]\n9091 0.2858 0.0184 0.0027 : 72%|███████▏ | 21/29 [00:30<00:12, 1.55s/it]\n9091 0.2858 0.0184 0.0027 : 76%|███████▌ | 22/29 [00:32<00:11, 1.60s/it]\n9091 0.2858 0.0184 0.0027 : 79%|███████▉ | 23/29 [00:33<00:08, 1.42s/it]\n9091 0.2858 0.0184 0.0027 : 83%|████████▎ | 24/29 [00:34<00:06, 1.34s/it]\n9091 0.2858 0.0184 0.0027 : 86%|████████▌ | 25/29 [00:36<00:06, 1.51s/it]\n9091 0.2858 0.0184 0.0027 : 90%|████████▉ | 26/29 [00:37<00:04, 1.35s/it]\n9091 0.2858 0.0184 0.0027 : 93%|█████████▎| 27/29 [00:38<00:02, 1.29s/it]\n9091 0.2858 0.0184 0.0027 : 97%|█████████▋| 28/29 [00:39<00:01, 1.30s/it]\n9091 0.2858 0.0184 0.0027 : 100%|██████████| 29/29 [00:41<00:00, 1.42s/it]\n9091 0.2858 0.0184 0.0027 : 100%|██████████| 29/29 [00:41<00:00, 1.43s/it]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 11\n epoch_size: 29\n batches_per_epoch: 29\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/29 [00:00<?, ?it/s]\n 3%|▎ | 1/29 [00:01<00:47, 1.68s/it]\n 7%|▋ | 2/29 [00:02<00:37, 1.38s/it]\n 10%|█ | 3/29 [00:03<00:31, 1.21s/it]\n 14%|█▍ | 4/29 [00:05<00:30, 1.23s/it]\n 17%|█▋ | 5/29 [00:06<00:29, 1.24s/it]\n 21%|██ | 6/29 [00:07<00:31, 1.36s/it]\n 24%|██▍ | 7/29 [00:08<00:27, 1.24s/it]\n 28%|██▊ | 8/29 [00:09<00:24, 1.18s/it]\n 31%|███ | 9/29 [00:12<00:29, 1.47s/it]\n 34%|███▍ | 10/29 [00:13<00:27, 1.45s/it]\n 38%|███▊ | 11/29 [00:15<00:29, 1.65s/it]\n 41%|████▏ | 12/29 [00:17<00:27, 1.63s/it]\n 45%|████▍ | 13/29 [00:18<00:24, 1.54s/it]\n 48%|████▊ | 14/29 [00:19<00:22, 1.48s/it]\n 52%|█████▏ | 15/29 [00:21<00:20, 1.43s/it]\n 55%|█████▌ | 16/29 [00:22<00:17, 1.31s/it]\n 59%|█████▊ | 17/29 [00:23<00:15, 1.30s/it]\n 62%|██████▏ | 18/29 [00:24<00:14, 1.30s/it]\n 66%|██████▌ | 19/29 [00:26<00:13, 1.37s/it]\n9120 0.2437 0.0208 0.0046 : 66%|██████▌ | 19/29 [00:27<00:13, 1.37s/it]\n9120 0.2437 0.0208 0.0046 : 69%|██████▉ | 20/29 [00:27<00:11, 1.33s/it]\n9120 0.2437 0.0208 0.0046 : 72%|███████▏ | 21/29 [00:28<00:10, 1.27s/it]\n9120 0.2437 0.0208 0.0046 : 76%|███████▌ | 22/29 [00:30<00:10, 1.47s/it]\n9120 0.2437 0.0208 0.0046 : 79%|███████▉ | 23/29 [00:31<00:08, 1.43s/it]\n9120 0.2437 0.0208 0.0046 : 83%|████████▎ | 24/29 [00:33<00:06, 1.31s/it]\n9120 0.2437 0.0208 0.0046 : 86%|████████▌ | 25/29 [00:34<00:05, 1.34s/it]\n9120 0.2437 0.0208 0.0046 : 90%|████████▉ | 26/29 [00:36<00:04, 1.51s/it]\n9120 0.2437 0.0208 0.0046 : 93%|█████████▎| 27/29 [00:38<00:03, 1.69s/it]\n9120 0.2437 0.0208 0.0046 : 97%|█████████▋| 28/29 [00:40<00:01, 1.81s/it]\n9120 0.2437 0.0208 0.0046 : 100%|██████████| 29/29 [00:42<00:00, 1.84s/it]\n9120 0.2437 0.0208 0.0046 : 100%|██████████| 29/29 [00:42<00:00, 1.46s/it]\nSetting up [LPIPS] perceptual loss: trunk [vgg], v[0.1], spatial [off]\nLoading model from: /root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/lpips/weights/v0.1/vgg.pth\nDetected LLFF dataset\nUsing pre-scaled images from /root/.cache/arf-svox2/data/llff/flower/images_4\nLoaded LLFF data /root/.cache/arf-svox2/data/llff/flower 22.573735200863933 222.47985705021057\nrecentered (3, 4)\n[ 1.4332432 12.709555 ]\nOverriding offset 250-> 250\ndmin = 1.433243, dmax = 12.709555, invz = 0, offset = 250\n\n 0%| | 0/5 [00:00<?, ?it/s]\n 40%|████ | 2/5 [00:00<00:00, 16.72it/s]\n100%|██████████| 5/5 [00:00<00:00, 22.23it/s]\n100%|██████████| 5/5 [00:00<00:00, 21.36it/s]\n\n 0%| | 0/120 [00:00<?, ?it/s]\n100%|██████████| 120/120 [00:00<00:00, 78643.20it/s]\nz_bounds from LLFF: [1.4332431554794312, 12.709554672241211] (not used)\nscene_radius [1.496031746031746, 1.6613756613756614, 1.0]\nWriting to /root/.cache/arf-svox2/ckpt_arf/llff/flower/69777919-aa83-4f8b-a42f-d13f519301fe/test_renders_path\n\n 0%| | 0/120 [00:00<?, ?it/s]\n 1%| | 1/120 [00:00<00:48, 2.45it/s]\n 2%|▏ | 2/120 [00:00<00:42, 2.77it/s]\n 2%|▎ | 3/120 [00:01<00:41, 2.84it/s]\n 3%|▎ | 4/120 [00:01<00:40, 2.85it/s]\n 4%|▍ | 5/120 [00:01<00:39, 2.88it/s]\n 5%|▌ | 6/120 [00:02<00:39, 2.89it/s]\n 6%|▌ | 7/120 [00:02<00:38, 2.90it/s]\n 7%|▋ | 8/120 [00:02<00:38, 2.95it/s]\n 8%|▊ | 9/120 [00:03<00:37, 2.99it/s]\n 8%|▊ | 10/120 [00:03<00:36, 3.04it/s]\n 9%|▉ | 11/120 [00:03<00:34, 3.12it/s]\n 10%|█ | 12/120 [00:04<00:33, 3.21it/s]\n 11%|█ | 13/120 [00:04<00:32, 3.29it/s]\n 12%|█▏ | 14/120 [00:04<00:31, 3.39it/s]\n 12%|█▎ | 15/120 [00:04<00:30, 3.47it/s]\n 13%|█▎ | 16/120 [00:05<00:29, 3.53it/s]\n 14%|█▍ | 17/120 [00:05<00:28, 3.55it/s]\n 15%|█▌ | 18/120 [00:05<00:28, 3.58it/s]\n 16%|█▌ | 19/120 [00:05<00:28, 3.56it/s]\n 17%|█▋ | 20/120 [00:06<00:28, 3.50it/s]\n 18%|█▊ | 21/120 [00:06<00:29, 3.41it/s]\n 18%|█▊ | 22/120 [00:06<00:29, 3.33it/s]\n 19%|█▉ | 23/120 [00:07<00:30, 3.23it/s]\n 20%|██ | 24/120 [00:07<00:30, 3.14it/s]\n 21%|██ | 25/120 [00:07<00:31, 3.06it/s]\n 22%|██▏ | 26/120 [00:08<00:31, 2.99it/s]\n 22%|██▎ | 27/120 [00:08<00:31, 2.93it/s]\n 23%|██▎ | 28/120 [00:08<00:31, 2.89it/s]\n 24%|██▍ | 29/120 [00:09<00:31, 2.86it/s]\n 25%|██▌ | 30/120 [00:09<00:31, 2.86it/s]\n 26%|██▌ | 31/120 [00:10<00:31, 2.87it/s]\n 27%|██▋ | 32/120 [00:10<00:30, 2.87it/s]\n 28%|██▊ | 33/120 [00:10<00:30, 2.85it/s]\n 28%|██▊ | 34/120 [00:11<00:30, 2.83it/s]\n 29%|██▉ | 35/120 [00:11<00:30, 2.81it/s]\n 30%|███ | 36/120 [00:11<00:30, 2.80it/s]\n 31%|███ | 37/120 [00:12<00:29, 2.81it/s]\n 32%|███▏ | 38/120 [00:12<00:28, 2.83it/s]\n 32%|███▎ | 39/120 [00:12<00:28, 2.87it/s]\n 33%|███▎ | 40/120 [00:13<00:27, 2.92it/s]\n 34%|███▍ | 41/120 [00:13<00:26, 2.99it/s]\n 35%|███▌ | 42/120 [00:13<00:25, 3.07it/s]\n 36%|███▌ | 43/120 [00:14<00:24, 3.16it/s]\n 37%|███▋ | 44/120 [00:14<00:23, 3.26it/s]\n 38%|███▊ | 45/120 [00:14<00:22, 3.34it/s]\n 38%|███▊ | 46/120 [00:14<00:21, 3.40it/s]\n 39%|███▉ | 47/120 [00:15<00:21, 3.44it/s]\n 40%|████ | 48/120 [00:15<00:20, 3.46it/s]\n 41%|████ | 49/120 [00:15<00:20, 3.44it/s]\n 42%|████▏ | 50/120 [00:16<00:20, 3.39it/s]\n 42%|████▎ | 51/120 [00:16<00:20, 3.32it/s]\n 43%|████▎ | 52/120 [00:16<00:20, 3.24it/s]\n 44%|████▍ | 53/120 [00:17<00:21, 3.15it/s]\n 45%|████▌ | 54/120 [00:17<00:21, 3.07it/s]\n 46%|████▌ | 55/120 [00:17<00:21, 2.99it/s]\n 47%|████▋ | 56/120 [00:18<00:21, 2.94it/s]\n 48%|████▊ | 57/120 [00:18<00:21, 2.89it/s]\n 48%|████▊ | 58/120 [00:18<00:21, 2.85it/s]\n 49%|████▉ | 59/120 [00:19<00:21, 2.85it/s]\n 50%|█████ | 60/120 [00:19<00:20, 2.87it/s]\n 51%|█████ | 61/120 [00:19<00:20, 2.90it/s]\n 52%|█████▏ | 62/120 [00:20<00:19, 2.91it/s]\n 52%|█████▎ | 63/120 [00:20<00:19, 2.89it/s]\n 53%|█████▎ | 64/120 [00:20<00:19, 2.87it/s]\n 54%|█████▍ | 65/120 [00:21<00:19, 2.86it/s]\n 55%|█████▌ | 66/120 [00:21<00:18, 2.86it/s]\n 56%|█████▌ | 67/120 [00:21<00:18, 2.87it/s]\n 57%|█████▋ | 68/120 [00:22<00:17, 2.90it/s]\n 57%|█████▊ | 69/120 [00:22<00:17, 2.95it/s]\n 58%|█████▊ | 70/120 [00:22<00:16, 3.01it/s]\n 59%|█████▉ | 71/120 [00:23<00:15, 3.09it/s]\n 60%|██████ | 72/120 [00:23<00:15, 3.17it/s]\n 61%|██████ | 73/120 [00:23<00:14, 3.26it/s]\n 62%|██████▏ | 74/120 [00:24<00:13, 3.36it/s]\n 62%|██████▎ | 75/120 [00:24<00:13, 3.45it/s]\n 63%|██████▎ | 76/120 [00:24<00:12, 3.51it/s]\n 64%|██████▍ | 77/120 [00:24<00:12, 3.56it/s]\n 65%|██████▌ | 78/120 [00:25<00:11, 3.58it/s]\n 66%|██████▌ | 79/120 [00:25<00:11, 3.57it/s]\n 67%|██████▋ | 80/120 [00:25<00:11, 3.53it/s]\n 68%|██████▊ | 81/120 [00:26<00:11, 3.47it/s]\n 68%|██████▊ | 82/120 [00:26<00:11, 3.38it/s]\n 69%|██████▉ | 83/120 [00:26<00:11, 3.30it/s]\n 70%|███████ | 84/120 [00:27<00:11, 3.22it/s]\n 71%|███████ | 85/120 [00:27<00:11, 3.15it/s]\n 72%|███████▏ | 86/120 [00:27<00:11, 3.07it/s]\n 72%|███████▎ | 87/120 [00:28<00:10, 3.03it/s]\n 73%|███████▎ | 88/120 [00:28<00:10, 2.99it/s]\n 74%|███████▍ | 89/120 [00:28<00:10, 2.97it/s]\n 75%|███████▌ | 90/120 [00:29<00:10, 2.97it/s]\n 76%|███████▌ | 91/120 [00:29<00:09, 2.96it/s]\n 77%|███████▋ | 92/120 [00:29<00:09, 2.95it/s]\n 78%|███████▊ | 93/120 [00:30<00:09, 2.93it/s]\n 78%|███████▊ | 94/120 [00:30<00:08, 2.91it/s]\n 79%|███████▉ | 95/120 [00:30<00:08, 2.89it/s]\n 80%|████████ | 96/120 [00:31<00:08, 2.89it/s]\n 81%|████████ | 97/120 [00:31<00:07, 2.90it/s]\n 82%|████████▏ | 98/120 [00:31<00:07, 2.92it/s]\n 82%|████████▎ | 99/120 [00:32<00:07, 2.95it/s]\n 83%|████████▎ | 100/120 [00:32<00:06, 3.00it/s]\n 84%|████████▍ | 101/120 [00:32<00:06, 3.06it/s]\n 85%|████████▌ | 102/120 [00:33<00:05, 3.14it/s]\n 86%|████████▌ | 103/120 [00:33<00:05, 3.22it/s]\n 87%|████████▋ | 104/120 [00:33<00:04, 3.30it/s]\n 88%|████████▊ | 105/120 [00:33<00:04, 3.37it/s]\n 88%|████████▊ | 106/120 [00:34<00:04, 3.41it/s]\n 89%|████████▉ | 107/120 [00:34<00:03, 3.45it/s]\n 90%|█████████ | 108/120 [00:34<00:03, 3.46it/s]\n 91%|█████████ | 109/120 [00:35<00:03, 3.45it/s]\n 92%|█████████▏| 110/120 [00:35<00:02, 3.39it/s]\n 92%|█████████▎| 111/120 [00:35<00:02, 3.32it/s]\n 93%|█████████▎| 112/120 [00:36<00:02, 3.24it/s]\n 94%|█████████▍| 113/120 [00:36<00:02, 3.15it/s]\n 95%|█████████▌| 114/120 [00:36<00:01, 3.07it/s]\n 96%|█████████▌| 115/120 [00:37<00:01, 3.00it/s]\n 97%|█████████▋| 116/120 [00:37<00:01, 2.94it/s]\n 98%|█████████▊| 117/120 [00:37<00:01, 2.89it/s]\n 98%|█████████▊| 118/120 [00:38<00:00, 2.86it/s]\n 99%|█████████▉| 119/120 [00:38<00:00, 2.86it/s]\n100%|██████████| 120/120 [00:38<00:00, 2.87it/s]\n100%|██████████| 120/120 [00:38<00:00, 3.09it/s]\nIMAGEIO FFMPEG_WRITER WARNING: input image is not divisible by macro_block_size=8, resizing from (1008, 756) to (1008, 760) to ensure video compatibility with most codecs and players. To prevent resizing, make your input image divisible by the macro_block_size or set the macro_block_size to 1 (risking incompatibility).", "metrics": { "predict_time": 667.194595, "total_time": 1730.508113 }, "output": "https://replicate.delivery/mgxm/23d0d376-7c05-4900-a5b2-3afb78b7a9b8/test_renders_path.mp4", "started_at": "2022-06-23T03:45:25.122787Z", "status": "succeeded", "urls": { "get": "https://api.replicate.com/v1/predictions/slugofz6f5dhrhijnrk5g4wkhi", "cancel": "https://api.replicate.com/v1/predictions/slugofz6f5dhrhijnrk5g4wkhi/cancel" }, "version": "e169fc45cf0cc731656decd7a6da19145c764b717a7e8126eac2b834232fdf37" }Generated inDownloading checkpoint for flower Detected LLFF dataset Using pre-scaled images from /root/.cache/arf-svox2/data/llff/flower/images_4 Loaded LLFF data /root/.cache/arf-svox2/data/llff/flower 22.573735200863933 222.47985705021057 recentered (3, 4) [ 1.4332432 12.709555 ] Overriding offset 250-> 250 dmin = 1.433243, dmax = 12.709555, invz = 0, offset = 250 0%| | 0/29 [00:00<?, ?it/s] 3%|▎ | 1/29 [00:00<00:02, 9.78it/s] 10%|█ | 3/29 [00:00<00:01, 13.99it/s] 17%|█▋ | 5/29 [00:00<00:01, 15.50it/s] 24%|██▍ | 7/29 [00:00<00:01, 17.10it/s] 34%|███▍ | 10/29 [00:00<00:00, 19.17it/s] 45%|████▍ | 13/29 [00:00<00:00, 21.07it/s] 55%|█████▌ | 16/29 [00:00<00:00, 22.08it/s] 66%|██████▌ | 19/29 [00:00<00:00, 22.52it/s] 76%|███████▌ | 22/29 [00:01<00:00, 22.80it/s] 86%|████████▌ | 25/29 [00:01<00:00, 23.24it/s] 97%|█████████▋| 28/29 [00:01<00:00, 23.62it/s] 100%|██████████| 29/29 [00:01<00:00, 21.21it/s] z_bounds from LLFF: [1.4332431554794312, 12.709554672241211] (not used) scene_radius [1.496031746031746, 1.6613756613756614, 1.0] Generating rays, scaling factor 1 ic| "Loaded ckpt: ": 'Loaded ckpt: ' args.init_ckpt: '/root/.cache/arf-svox2/ckpt_svox2/llff/flower/ckpt.npz' ic| grid.basis_dim: 1 Render options RenderOptions(backend='cuvol', background_brightness=0.5, step_size=0.5, sigma_thresh=1e-08, stop_thresh=1e-07, last_sample_opaque=False, near_clip=0.0, use_spheric_clip=False, random_sigma_std=0.0, random_sigma_std_background=0.0) opt_style.py:508: DeprecationWarning: Starting with ImageIO v3 the behavior of this function will switch to that of iio.v3.imread. To keep the current behavior (and make this warning dissapear) use `import imageio.v2 as imageio` or call `imageio.v2.imread` directly. style_img = imageio.imread(args.style).astype(np.float32) / 255.0 ic| "Style image: ": 'Style image: ' args.style: '/tmp/tmppfk2cab220210215_110704.jpg' style_img.shape: torch.Size([283, 504, 3]) Downloading: "https://download.pytorch.org/models/vgg16-397923af.pth" to /root/.cache/torch/hub/checkpoints/vgg16-397923af.pth 0%| | 0.00/528M [00:00<?, ?B/s] 2%|▏ | 8.29M/528M [00:00<00:06, 86.9MB/s] 6%|▌ | 31.3M/528M [00:00<00:02, 178MB/s] 10%|█ | 54.8M/528M [00:00<00:02, 209MB/s] 15%|█▌ | 80.0M/528M [00:00<00:02, 231MB/s] 19%|█▉ | 102M/528M [00:00<00:02, 201MB/s] 23%|██▎ | 122M/528M [00:00<00:02, 202MB/s] 27%|██▋ | 141M/528M [00:00<00:01, 203MB/s] 31%|███ | 162M/528M [00:00<00:01, 205MB/s] 34%|███▍ | 182M/528M [00:00<00:01, 208MB/s] 38%|███▊ | 202M/528M [00:01<00:01, 204MB/s] 42%|████▏ | 221M/528M [00:01<00:01, 198MB/s] 46%|████▌ | 240M/528M [00:01<00:01, 198MB/s] 49%|████▉ | 260M/528M [00:01<00:01, 201MB/s] 53%|█████▎ | 279M/528M [00:01<00:01, 199MB/s] 57%|█████▋ | 299M/528M [00:01<00:01, 199MB/s] 60%|██████ | 318M/528M [00:01<00:01, 194MB/s] 64%|██████▎ | 336M/528M [00:01<00:01, 194MB/s] 67%|██████▋ | 355M/528M [00:01<00:00, 194MB/s] 71%|███████ | 373M/528M [00:01<00:00, 194MB/s] 74%|███████▍ | 392M/528M [00:02<00:00, 194MB/s] 78%|███████▊ | 411M/528M [00:02<00:00, 196MB/s] 81%|████████▏ | 430M/528M [00:02<00:00, 196MB/s] 85%|████████▌ | 451M/528M [00:02<00:00, 203MB/s] 89%|████████▉ | 471M/528M [00:02<00:00, 207MB/s] 94%|█████████▍| 495M/528M [00:02<00:00, 219MB/s] 98%|█████████▊| 518M/528M [00:02<00:00, 226MB/s] 100%|██████████| 528M/528M [00:02<00:00, 204MB/s] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 0 epoch_size: 22099392 batches_per_epoch: 4420 batch_size: 5000 optim_type: 'ray' 0%| | 0/4420 [00:00<?, ?it/s] 0%| | 5/4420 [00:00<01:35, 46.35it/s] 0%| | 10/4420 [00:00<01:33, 47.41it/s] 0%| | 17/4420 [00:00<01:19, 55.20it/s] 19 13.1097 : 0%| | 17/4420 [00:00<01:19, 55.20it/s] 19 13.1097 : 1%| | 27/4420 [00:00<01:02, 70.58it/s] 19 13.1097 : 1%| | 37/4420 [00:00<00:55, 79.55it/s] 39 13.8787 : 1%| | 37/4420 [00:00<00:55, 79.55it/s] 39 13.8787 : 1%| | 47/4420 [00:00<00:51, 84.51it/s] 39 13.8787 : 1%|▏ | 57/4420 [00:00<00:50, 87.04it/s] 59 14.0519 : 1%|▏ | 57/4420 [00:00<00:50, 87.04it/s] 59 14.0519 : 1%|▏ | 66/4420 [00:00<00:49, 87.41it/s] 59 14.0519 : 2%|▏ | 76/4420 [00:00<00:49, 88.62it/s] 79 15.2427 : 2%|▏ | 76/4420 [00:01<00:49, 88.62it/s] 79 15.2427 : 2%|▏ | 86/4420 [00:01<00:48, 89.20it/s] 79 15.2427 : 2%|▏ | 96/4420 [00:01<00:48, 89.67it/s] 99 15.3819 : 2%|▏ | 96/4420 [00:01<00:48, 89.67it/s] 99 15.3819 : 2%|▏ | 105/4420 [00:01<00:48, 89.39it/s] 99 15.3819 : 3%|▎ | 115/4420 [00:01<00:46, 91.92it/s] 119 16.0052 : 3%|▎ | 115/4420 [00:01<00:46, 91.92it/s] 119 16.0052 : 3%|▎ | 125/4420 [00:01<00:46, 93.12it/s] 119 16.0052 : 3%|▎ | 136/4420 [00:01<00:44, 96.29it/s] 139 13.8893 : 3%|▎ | 136/4420 [00:01<00:44, 96.29it/s] 139 13.8893 : 3%|▎ | 149/4420 [00:01<00:41, 103.55it/s] 159 13.6239 : 3%|▎ | 149/4420 [00:01<00:41, 103.55it/s] 159 13.6239 : 4%|▎ | 160/4420 [00:01<00:40, 105.40it/s] 159 13.6239 : 4%|▍ | 171/4420 [00:01<00:39, 106.70it/s] 179 14.4602 : 4%|▍ | 171/4420 [00:01<00:39, 106.70it/s] 179 14.4602 : 4%|▍ | 182/4420 [00:02<00:40, 105.59it/s] 179 14.4602 : 4%|▍ | 193/4420 [00:02<00:40, 105.43it/s] 199 15.4869 : 4%|▍ | 193/4420 [00:02<00:40, 105.43it/s] 199 15.4869 : 5%|▍ | 204/4420 [00:02<00:40, 103.35it/s] 199 15.4869 : 5%|▍ | 215/4420 [00:02<00:41, 101.06it/s] 219 18.4369 : 5%|▍ | 215/4420 [00:02<00:41, 101.06it/s] 219 18.4369 : 5%|▌ | 226/4420 [00:02<00:41, 100.37it/s] 219 18.4369 : 5%|▌ | 237/4420 [00:02<00:41, 100.37it/s] 239 18.1294 : 5%|▌ | 237/4420 [00:02<00:41, 100.37it/s] 239 18.1294 : 6%|▌ | 248/4420 [00:02<00:41, 100.37it/s] 239 18.1294 : 6%|▌ | 259/4420 [00:02<00:41, 101.06it/s] 259 17.8953 : 6%|▌ | 259/4420 [00:02<00:41, 101.06it/s] 259 17.8953 : 6%|▌ | 270/4420 [00:02<00:40, 103.07it/s] 279 19.4382 : 6%|▌ | 270/4420 [00:02<00:40, 103.07it/s] 279 19.4382 : 6%|▋ | 281/4420 [00:02<00:39, 104.17it/s] 279 19.4382 : 7%|▋ | 294/4420 [00:03<00:37, 109.31it/s] 299 18.7470 : 7%|▋ | 294/4420 [00:03<00:37, 109.31it/s] 299 18.7470 : 7%|▋ | 307/4420 [00:03<00:35, 115.18it/s] 319 15.2849 : 7%|▋ | 307/4420 [00:03<00:35, 115.18it/s] 319 15.2849 : 7%|▋ | 320/4420 [00:03<00:34, 118.60it/s] 319 15.2849 : 8%|▊ | 333/4420 [00:03<00:34, 119.79it/s] 339 16.7354 : 8%|▊ | 333/4420 [00:03<00:34, 119.79it/s] 339 16.7354 : 8%|▊ | 346/4420 [00:03<00:33, 120.44it/s] 339 16.7354 : 8%|▊ | 359/4420 [00:03<00:33, 120.41it/s] 359 16.9879 : 8%|▊ | 359/4420 [00:03<00:33, 120.41it/s] 359 16.9879 : 8%|▊ | 372/4420 [00:03<00:34, 118.04it/s] 379 17.4306 : 8%|▊ | 372/4420 [00:03<00:34, 118.04it/s] 379 17.4306 : 9%|▊ | 384/4420 [00:03<00:34, 117.66it/s] 379 17.4306 : 9%|▉ | 396/4420 [00:03<00:34, 117.09it/s] 399 19.5793 : 9%|▉ | 396/4420 [00:03<00:34, 117.09it/s] 399 19.5793 : 9%|▉ | 408/4420 [00:04<00:34, 117.45it/s] 419 20.1561 : 9%|▉ | 408/4420 [00:04<00:34, 117.45it/s] 419 20.1561 : 10%|▉ | 421/4420 [00:04<00:33, 118.86it/s] 419 20.1561 : 10%|▉ | 434/4420 [00:04<00:33, 120.57it/s] 439 20.2507 : 10%|▉ | 434/4420 [00:04<00:33, 120.57it/s] 439 20.2507 : 10%|█ | 449/4420 [00:04<00:31, 126.78it/s] 459 17.3674 : 10%|█ | 449/4420 [00:04<00:31, 126.78it/s] 459 17.3674 : 10%|█ | 463/4420 [00:04<00:30, 130.25it/s] 459 17.3674 : 11%|█ | 477/4420 [00:04<00:30, 131.00it/s] 479 18.2839 : 11%|█ | 477/4420 [00:04<00:30, 131.00it/s] 479 18.2839 : 11%|█ | 491/4420 [00:04<00:30, 129.56it/s] 499 17.8749 : 11%|█ | 491/4420 [00:04<00:30, 129.56it/s] 499 17.8749 : 11%|█▏ | 504/4420 [00:04<00:30, 128.49it/s] 499 17.8749 : 12%|█▏ | 517/4420 [00:04<00:30, 126.58it/s] 519 19.4219 : 12%|█▏ | 517/4420 [00:04<00:30, 126.58it/s] 519 19.4219 : 12%|█▏ | 530/4420 [00:04<00:31, 124.05it/s] 539 19.8439 : 12%|█▏ | 530/4420 [00:05<00:31, 124.05it/s] 539 19.8439 : 12%|█▏ | 543/4420 [00:05<00:31, 123.26it/s] 539 19.8439 : 13%|█▎ | 556/4420 [00:05<00:31, 122.60it/s] 559 19.7430 : 13%|█▎ | 556/4420 [00:05<00:31, 122.60it/s] 559 19.7430 : 13%|█▎ | 569/4420 [00:05<00:31, 123.42it/s] 579 23.5636 : 13%|█▎ | 569/4420 [00:05<00:31, 123.42it/s] 579 23.5636 : 13%|█▎ | 582/4420 [00:05<00:30, 125.30it/s] 579 23.5636 : 13%|█▎ | 596/4420 [00:05<00:29, 128.70it/s] 599 21.6053 : 13%|█▎ | 596/4420 [00:05<00:29, 128.70it/s] 599 21.6053 : 14%|█▍ | 611/4420 [00:05<00:28, 134.92it/s] 619 15.4284 : 14%|█▍ | 611/4420 [00:05<00:28, 134.92it/s] 619 15.4284 : 14%|█▍ | 625/4420 [00:05<00:28, 135.10it/s] 619 15.4284 : 14%|█▍ | 639/4420 [00:05<00:28, 133.12it/s] 639 18.0079 : 14%|█▍ | 639/4420 [00:05<00:28, 133.12it/s] 639 18.0079 : 15%|█▍ | 653/4420 [00:05<00:28, 130.83it/s] 659 16.6623 : 15%|█▍ | 653/4420 [00:05<00:28, 130.83it/s] 659 16.6623 : 15%|█▌ | 667/4420 [00:06<00:29, 128.10it/s] 679 20.0362 : 15%|█▌ | 667/4420 [00:06<00:29, 128.10it/s] 679 20.0362 : 15%|█▌ | 680/4420 [00:06<00:29, 125.23it/s] 679 20.0362 : 16%|█▌ | 693/4420 [00:06<00:29, 124.27it/s] 699 20.4428 : 16%|█▌ | 693/4420 [00:06<00:29, 124.27it/s] 699 20.4428 : 16%|█▌ | 706/4420 [00:06<00:30, 123.60it/s] 699 20.4428 : 16%|█▋ | 719/4420 [00:06<00:29, 124.56it/s] 719 18.9437 : 16%|█▋ | 719/4420 [00:06<00:29, 124.56it/s] 719 18.9437 : 17%|█▋ | 733/4420 [00:06<00:29, 126.46it/s] 739 23.1621 : 17%|█▋ | 733/4420 [00:06<00:29, 126.46it/s] 739 23.1621 : 17%|█▋ | 747/4420 [00:06<00:28, 129.73it/s] 759 23.7078 : 17%|█▋ | 747/4420 [00:06<00:28, 129.73it/s] 759 23.7078 : 17%|█▋ | 763/4420 [00:06<00:26, 135.96it/s] 759 23.7078 : 18%|█▊ | 777/4420 [00:06<00:27, 132.09it/s] 779 18.6404 : 18%|█▊ | 777/4420 [00:06<00:27, 132.09it/s] 779 18.6404 : 18%|█▊ | 791/4420 [00:07<00:28, 127.70it/s] 799 18.7258 : 18%|█▊ | 791/4420 [00:07<00:28, 127.70it/s] 799 18.7258 : 18%|█▊ | 804/4420 [00:07<00:29, 124.34it/s] 799 18.7258 : 18%|█▊ | 817/4420 [00:07<00:29, 122.20it/s] 819 19.8367 : 18%|█▊ | 817/4420 [00:07<00:29, 122.20it/s] 819 19.8367 : 19%|█▉ | 830/4420 [00:07<00:30, 118.02it/s] 839 19.4008 : 19%|█▉ | 830/4420 [00:07<00:30, 118.02it/s] 839 19.4008 : 19%|█▉ | 842/4420 [00:07<00:30, 116.25it/s] 839 19.4008 : 19%|█▉ | 854/4420 [00:07<00:30, 115.11it/s] 859 19.8627 : 19%|█▉ | 854/4420 [00:07<00:30, 115.11it/s] 859 19.8627 : 20%|█▉ | 866/4420 [00:07<00:30, 115.66it/s] 859 19.8627 : 20%|█▉ | 879/4420 [00:07<00:30, 117.36it/s] 879 22.3086 : 20%|█▉ | 879/4420 [00:07<00:30, 117.36it/s] 879 22.3086 : 20%|██ | 892/4420 [00:07<00:29, 118.57it/s] 899 21.2989 : 20%|██ | 892/4420 [00:07<00:29, 118.57it/s] 899 21.2989 : 20%|██ | 906/4420 [00:07<00:28, 124.51it/s] 899 21.2989 : 21%|██ | 919/4420 [00:08<00:27, 125.79it/s] 919 19.1196 : 21%|██ | 919/4420 [00:08<00:27, 125.79it/s] 919 19.1196 : 21%|██ | 932/4420 [00:08<00:28, 120.94it/s] 939 19.5468 : 21%|██ | 932/4420 [00:08<00:28, 120.94it/s] 939 19.5468 : 21%|██▏ | 945/4420 [00:08<00:29, 116.36it/s] 939 19.5468 : 22%|██▏ | 957/4420 [00:08<00:30, 113.94it/s] 959 20.4001 : 22%|██▏ | 957/4420 [00:08<00:30, 113.94it/s] 959 20.4001 : 22%|██▏ | 969/4420 [00:08<00:30, 111.58it/s] 979 20.4531 : 22%|██▏ | 969/4420 [00:08<00:30, 111.58it/s] 979 20.4531 : 22%|██▏ | 981/4420 [00:08<00:31, 107.97it/s] 979 20.4531 : 22%|██▏ | 992/4420 [00:08<00:32, 106.07it/s] 999 21.0331 : 22%|██▏ | 992/4420 [00:08<00:32, 106.07it/s] 999 21.0331 : 23%|██▎ | 1003/4420 [00:08<00:32, 103.91it/s] 999 21.0331 : 23%|██▎ | 1014/4420 [00:09<00:33, 102.99it/s] 1019 22.1010 : 23%|██▎ | 1014/4420 [00:09<00:33, 102.99it/s] 1019 22.1010 : 23%|██▎ | 1025/4420 [00:09<00:33, 102.70it/s] 1019 22.1010 : 23%|██▎ | 1036/4420 [00:09<00:32, 104.32it/s] 1039 24.1583 : 23%|██▎ | 1036/4420 [00:09<00:32, 104.32it/s] 1039 24.1583 : 24%|██▎ | 1047/4420 [00:09<00:31, 105.59it/s] 1059 23.5207 : 24%|██▎ | 1047/4420 [00:09<00:31, 105.59it/s] 1059 23.5207 : 24%|██▍ | 1060/4420 [00:09<00:30, 110.89it/s] 1059 23.5207 : 24%|██▍ | 1073/4420 [00:09<00:29, 114.33it/s] 1079 19.7764 : 24%|██▍ | 1073/4420 [00:09<00:29, 114.33it/s] 1079 19.7764 : 25%|██▍ | 1085/4420 [00:09<00:29, 112.77it/s] 1079 19.7764 : 25%|██▍ | 1097/4420 [00:09<00:29, 111.55it/s] 1099 19.8724 : 25%|██▍ | 1097/4420 [00:09<00:29, 111.55it/s] 1099 19.8724 : 25%|██▌ | 1109/4420 [00:09<00:29, 111.30it/s] 1119 20.8196 : 25%|██▌ | 1109/4420 [00:09<00:29, 111.30it/s] 1119 20.8196 : 25%|██▌ | 1121/4420 [00:09<00:30, 108.66it/s] 1119 20.8196 : 26%|██▌ | 1132/4420 [00:10<00:30, 106.46it/s] 1139 20.7228 : 26%|██▌ | 1132/4420 [00:10<00:30, 106.46it/s] 1139 20.7228 : 26%|██▌ | 1143/4420 [00:10<00:31, 105.19it/s] 1139 20.7228 : 26%|██▌ | 1154/4420 [00:10<00:31, 103.77it/s] 1159 21.4247 : 26%|██▌ | 1154/4420 [00:10<00:31, 103.77it/s] 1159 21.4247 : 26%|██▋ | 1165/4420 [00:10<00:31, 104.21it/s] 1159 21.4247 : 27%|██▋ | 1176/4420 [00:10<00:30, 105.10it/s] 1179 23.9127 : 27%|██▋ | 1176/4420 [00:10<00:30, 105.10it/s] 1179 23.9127 : 27%|██▋ | 1188/4420 [00:10<00:30, 106.73it/s] 1199 21.9844 : 27%|██▋ | 1188/4420 [00:10<00:30, 106.73it/s] 1199 21.9844 : 27%|██▋ | 1200/4420 [00:10<00:29, 110.30it/s] 1199 21.9844 : 27%|██▋ | 1214/4420 [00:10<00:27, 117.51it/s] 1219 17.0933 : 27%|██▋ | 1214/4420 [00:10<00:27, 117.51it/s] 1219 17.0933 : 28%|██▊ | 1227/4420 [00:10<00:26, 120.80it/s] 1239 23.5547 : 28%|██▊ | 1227/4420 [00:11<00:26, 120.80it/s] 1239 23.5547 : 28%|██▊ | 1240/4420 [00:11<00:25, 123.02it/s] 1239 23.5547 : 28%|██▊ | 1253/4420 [00:11<00:25, 124.11it/s] 1259 22.8382 : 28%|██▊ | 1253/4420 [00:11<00:25, 124.11it/s] 1259 22.8382 : 29%|██▊ | 1266/4420 [00:11<00:25, 124.47it/s] 1259 22.8382 : 29%|██▉ | 1279/4420 [00:11<00:25, 121.77it/s] 1279 25.0465 : 29%|██▉ | 1279/4420 [00:11<00:25, 121.77it/s] 1279 25.0465 : 29%|██▉ | 1292/4420 [00:11<00:25, 121.59it/s] 1299 27.1328 : 29%|██▉ | 1292/4420 [00:11<00:25, 121.59it/s] 1299 27.1328 : 30%|██▉ | 1305/4420 [00:11<00:25, 121.08it/s] 1299 27.1328 : 30%|██▉ | 1318/4420 [00:11<00:25, 122.19it/s] 1319 24.2784 : 30%|██▉ | 1318/4420 [00:11<00:25, 122.19it/s] 1319 24.2784 : 30%|███ | 1331/4420 [00:11<00:24, 123.76it/s] 1339 25.8747 : 30%|███ | 1331/4420 [00:11<00:24, 123.76it/s] 1339 25.8747 : 30%|███ | 1345/4420 [00:11<00:24, 126.71it/s] 1359 27.8486 : 30%|███ | 1345/4420 [00:11<00:24, 126.71it/s] 1359 27.8486 : 31%|███ | 1360/4420 [00:11<00:23, 132.70it/s] 1359 27.8486 : 31%|███ | 1376/4420 [00:12<00:22, 138.09it/s] 1379 20.8167 : 31%|███ | 1376/4420 [00:12<00:22, 138.09it/s] 1379 20.8167 : 31%|███▏ | 1391/4420 [00:12<00:21, 139.13it/s] 1399 23.8203 : 31%|███▏ | 1391/4420 [00:12<00:21, 139.13it/s] 1399 23.8203 : 32%|███▏ | 1406/4420 [00:12<00:21, 139.50it/s] 1419 24.2159 : 32%|███▏ | 1406/4420 [00:12<00:21, 139.50it/s] 1419 24.2159 : 32%|███▏ | 1420/4420 [00:12<00:21, 139.55it/s] 1419 24.2159 : 32%|███▏ | 1434/4420 [00:12<00:21, 137.57it/s] 1439 25.8263 : 32%|███▏ | 1434/4420 [00:12<00:21, 137.57it/s] 1439 25.8263 : 33%|███▎ | 1448/4420 [00:12<00:21, 137.23it/s] 1459 23.7173 : 33%|███▎ | 1448/4420 [00:12<00:21, 137.23it/s] 1459 23.7173 : 33%|███▎ | 1462/4420 [00:12<00:21, 136.75it/s] 1459 23.7173 : 33%|███▎ | 1477/4420 [00:12<00:21, 138.31it/s] 1479 24.8235 : 33%|███▎ | 1477/4420 [00:12<00:21, 138.31it/s] 1479 24.8235 : 34%|███▍ | 1492/4420 [00:12<00:20, 141.08it/s] 1499 26.1327 : 34%|███▍ | 1492/4420 [00:12<00:20, 141.08it/s] 1499 26.1327 : 34%|███▍ | 1509/4420 [00:13<00:19, 147.77it/s] 1519 25.5461 : 34%|███▍ | 1509/4420 [00:13<00:19, 147.77it/s] 1519 25.5461 : 35%|███▍ | 1526/4420 [00:13<00:18, 153.69it/s] 1539 22.7718 : 35%|███▍ | 1526/4420 [00:13<00:18, 153.69it/s] 1539 22.7718 : 35%|███▍ | 1542/4420 [00:13<00:18, 153.71it/s] 1539 22.7718 : 35%|███▌ | 1558/4420 [00:13<00:18, 152.76it/s] 1559 24.3358 : 35%|███▌ | 1558/4420 [00:13<00:18, 152.76it/s] 1559 24.3358 : 36%|███▌ | 1574/4420 [00:13<00:18, 151.15it/s] 1579 24.7968 : 36%|███▌ | 1574/4420 [00:13<00:18, 151.15it/s] 1579 24.7968 : 36%|███▌ | 1590/4420 [00:13<00:18, 149.05it/s] 1599 25.9814 : 36%|███▌ | 1590/4420 [00:13<00:18, 149.05it/s] 1599 25.9814 : 36%|███▋ | 1605/4420 [00:13<00:18, 149.01it/s] 1619 23.5912 : 36%|███▋ | 1605/4420 [00:13<00:18, 149.01it/s] 1619 23.5912 : 37%|███▋ | 1621/4420 [00:13<00:18, 149.95it/s] 1619 23.5912 : 37%|███▋ | 1637/4420 [00:13<00:18, 152.38it/s] 1639 28.3440 : 37%|███▋ | 1637/4420 [00:13<00:18, 152.38it/s] 1639 28.3440 : 37%|███▋ | 1654/4420 [00:13<00:17, 156.57it/s] 1659 25.9747 : 37%|███▋ | 1654/4420 [00:13<00:17, 156.57it/s] 1659 25.9747 : 38%|███▊ | 1673/4420 [00:14<00:16, 165.05it/s] 1679 20.2391 : 38%|███▊ | 1673/4420 [00:14<00:16, 165.05it/s] 1679 20.2391 : 38%|███▊ | 1690/4420 [00:14<00:16, 163.96it/s] 1699 22.4082 : 38%|███▊ | 1690/4420 [00:14<00:16, 163.96it/s] 1699 22.4082 : 39%|███▊ | 1707/4420 [00:14<00:17, 159.19it/s] 1719 22.6230 : 39%|███▊ | 1707/4420 [00:14<00:17, 159.19it/s] 1719 22.6230 : 39%|███▉ | 1723/4420 [00:14<00:17, 155.47it/s] 1719 22.6230 : 39%|███▉ | 1739/4420 [00:14<00:17, 150.71it/s] 1739 24.4139 : 39%|███▉ | 1739/4420 [00:14<00:17, 150.71it/s] 1739 24.4139 : 40%|███▉ | 1755/4420 [00:14<00:17, 148.69it/s] 1759 25.9596 : 40%|███▉ | 1755/4420 [00:14<00:17, 148.69it/s] 1759 25.9596 : 40%|████ | 1770/4420 [00:14<00:17, 148.35it/s] 1779 25.3048 : 40%|████ | 1770/4420 [00:14<00:17, 148.35it/s] 1779 25.3048 : 40%|████ | 1786/4420 [00:14<00:17, 149.99it/s] 1799 27.7904 : 40%|████ | 1786/4420 [00:14<00:17, 149.99it/s] 1799 27.7904 : 41%|████ | 1803/4420 [00:14<00:17, 153.63it/s] 1819 27.5043 : 41%|████ | 1803/4420 [00:15<00:17, 153.63it/s] 1819 27.5043 : 41%|████ | 1822/4420 [00:15<00:16, 162.16it/s] 1819 27.5043 : 42%|████▏ | 1839/4420 [00:15<00:16, 159.75it/s] 1839 20.4783 : 42%|████▏ | 1839/4420 [00:15<00:16, 159.75it/s] 1839 20.4783 : 42%|████▏ | 1855/4420 [00:15<00:16, 151.79it/s] 1859 21.8136 : 42%|████▏ | 1855/4420 [00:15<00:16, 151.79it/s] 1859 21.8136 : 42%|████▏ | 1871/4420 [00:15<00:17, 145.12it/s] 1879 24.1135 : 42%|████▏ | 1871/4420 [00:15<00:17, 145.12it/s] 1879 24.1135 : 43%|████▎ | 1886/4420 [00:15<00:18, 139.86it/s] 1899 24.2979 : 43%|████▎ | 1886/4420 [00:15<00:18, 139.86it/s] 1899 24.2979 : 43%|████▎ | 1901/4420 [00:15<00:18, 136.76it/s] 1899 24.2979 : 43%|████▎ | 1915/4420 [00:15<00:18, 135.03it/s] 1919 21.4593 : 43%|████▎ | 1915/4420 [00:15<00:18, 135.03it/s] 1919 21.4593 : 44%|████▎ | 1929/4420 [00:15<00:18, 135.39it/s] 1939 28.1469 : 44%|████▎ | 1929/4420 [00:15<00:18, 135.39it/s] 1939 28.1469 : 44%|████▍ | 1944/4420 [00:15<00:17, 137.95it/s] 1959 26.7656 : 44%|████▍ | 1944/4420 [00:16<00:17, 137.95it/s] 1959 26.7656 : 44%|████▍ | 1960/4420 [00:16<00:17, 143.01it/s] 1959 26.7656 : 45%|████▍ | 1978/4420 [00:16<00:16, 151.01it/s] 1979 19.7699 : 45%|████▍ | 1978/4420 [00:16<00:16, 151.01it/s] 1979 19.7699 : 45%|████▌ | 1994/4420 [00:16<00:16, 143.91it/s] 1999 21.2935 : 45%|████▌ | 1994/4420 [00:16<00:16, 143.91it/s] 1999 21.2935 : 45%|████▌ | 2009/4420 [00:16<00:17, 135.42it/s] 2019 19.5594 : 45%|████▌ | 2009/4420 [00:16<00:17, 135.42it/s] 2019 19.5594 : 46%|████▌ | 2023/4420 [00:16<00:18, 129.63it/s] 2019 19.5594 : 46%|████▌ | 2037/4420 [00:16<00:19, 124.95it/s] 2039 20.9467 : 46%|████▌ | 2037/4420 [00:16<00:19, 124.95it/s] 2039 20.9467 : 46%|████▋ | 2050/4420 [00:16<00:19, 122.48it/s] 2059 24.6802 : 46%|████▋ | 2050/4420 [00:16<00:19, 122.48it/s] 2059 24.6802 : 47%|████▋ | 2063/4420 [00:16<00:19, 120.75it/s] 2059 24.6802 : 47%|████▋ | 2076/4420 [00:16<00:19, 120.88it/s] 2079 24.2470 : 47%|████▋ | 2076/4420 [00:16<00:19, 120.88it/s] 2079 24.2470 : 47%|████▋ | 2089/4420 [00:17<00:18, 123.18it/s] 2099 25.8745 : 47%|████▋ | 2089/4420 [00:17<00:18, 123.18it/s] 2099 25.8745 : 48%|████▊ | 2103/4420 [00:17<00:18, 126.08it/s] 2099 25.8745 : 48%|████▊ | 2119/4420 [00:17<00:17, 133.23it/s] 2119 26.7481 : 48%|████▊ | 2119/4420 [00:17<00:17, 133.23it/s] 2119 26.7481 : 48%|████▊ | 2135/4420 [00:17<00:16, 138.24it/s] 2139 18.9922 : 48%|████▊ | 2135/4420 [00:17<00:16, 138.24it/s] 2139 18.9922 : 49%|████▊ | 2149/4420 [00:17<00:17, 126.55it/s] 2159 19.3110 : 49%|████▊ | 2149/4420 [00:17<00:17, 126.55it/s] 2159 19.3110 : 49%|████▉ | 2162/4420 [00:17<00:18, 119.16it/s] 2159 19.3110 : 49%|████▉ | 2175/4420 [00:17<00:19, 113.32it/s] 2179 20.7273 : 49%|████▉ | 2175/4420 [00:17<00:19, 113.32it/s] 2179 20.7273 : 49%|████▉ | 2187/4420 [00:17<00:20, 109.90it/s] 2179 20.7273 : 50%|████▉ | 2199/4420 [00:17<00:20, 109.21it/s] 2199 22.8412 : 50%|████▉ | 2199/4420 [00:17<00:20, 109.21it/s] 2199 22.8412 : 50%|█████ | 2210/4420 [00:18<00:20, 108.99it/s] 2219 26.3214 : 50%|█████ | 2210/4420 [00:18<00:20, 108.99it/s] 2219 26.3214 : 50%|█████ | 2221/4420 [00:18<00:20, 108.67it/s] 2219 26.3214 : 51%|█████ | 2233/4420 [00:18<00:19, 110.69it/s] 2239 23.6153 : 51%|█████ | 2233/4420 [00:18<00:19, 110.69it/s] 2239 23.6153 : 51%|█████ | 2246/4420 [00:18<00:18, 115.27it/s] 2259 24.9981 : 51%|█████ | 2246/4420 [00:18<00:18, 115.27it/s] 2259 24.9981 : 51%|█████ | 2260/4420 [00:18<00:17, 121.99it/s] 2259 24.9981 : 51%|█████▏ | 2275/4420 [00:18<00:16, 129.07it/s] 2279 22.8236 : 51%|█████▏ | 2275/4420 [00:18<00:16, 129.07it/s] 2279 22.8236 : 52%|█████▏ | 2289/4420 [00:18<00:16, 131.31it/s] 2299 22.7373 : 52%|█████▏ | 2289/4420 [00:18<00:16, 131.31it/s] 2299 22.7373 : 52%|█████▏ | 2303/4420 [00:18<00:16, 128.46it/s] 2299 22.7373 : 52%|█████▏ | 2316/4420 [00:18<00:16, 126.20it/s] 2319 24.9495 : 52%|█████▏ | 2316/4420 [00:18<00:16, 126.20it/s] 2319 24.9495 : 53%|█████▎ | 2329/4420 [00:19<00:16, 123.52it/s] 2339 23.1895 : 53%|█████▎ | 2329/4420 [00:19<00:16, 123.52it/s] 2339 23.1895 : 53%|█████▎ | 2342/4420 [00:19<00:16, 122.68it/s] 2339 23.1895 : 53%|█████▎ | 2355/4420 [00:19<00:16, 122.34it/s] 2359 23.3066 : 53%|█████▎ | 2355/4420 [00:19<00:16, 122.34it/s] 2359 23.3066 : 54%|█████▎ | 2368/4420 [00:19<00:16, 123.76it/s] 2379 27.2013 : 54%|█████▎ | 2368/4420 [00:19<00:16, 123.76it/s] 2379 27.2013 : 54%|█████▍ | 2381/4420 [00:19<00:16, 124.36it/s] 2379 27.2013 : 54%|█████▍ | 2395/4420 [00:19<00:15, 128.34it/s] 2399 29.0276 : 54%|█████▍ | 2395/4420 [00:19<00:15, 128.34it/s] 2399 29.0276 : 55%|█████▍ | 2411/4420 [00:19<00:14, 135.28it/s] 2419 28.4289 : 55%|█████▍ | 2411/4420 [00:19<00:14, 135.28it/s] 2419 28.4289 : 55%|█████▍ | 2428/4420 [00:19<00:13, 142.88it/s] 2439 21.5372 : 55%|█████▍ | 2428/4420 [00:19<00:13, 142.88it/s] 2439 21.5372 : 55%|█████▌ | 2444/4420 [00:19<00:13, 145.38it/s] 2439 21.5372 : 56%|█████▌ | 2459/4420 [00:19<00:13, 143.67it/s] 2459 24.9100 : 56%|█████▌ | 2459/4420 [00:19<00:13, 143.67it/s] 2459 24.9100 : 56%|█████▌ | 2474/4420 [00:20<00:13, 142.46it/s] 2479 26.5317 : 56%|█████▌ | 2474/4420 [00:20<00:13, 142.46it/s] 2479 26.5317 : 56%|█████▋ | 2489/4420 [00:20<00:13, 140.27it/s] 2499 28.5001 : 56%|█████▋ | 2489/4420 [00:20<00:13, 140.27it/s] 2499 28.5001 : 57%|█████▋ | 2504/4420 [00:20<00:13, 140.91it/s] 2499 28.5001 : 57%|█████▋ | 2519/4420 [00:20<00:13, 141.67it/s] 2519 26.3198 : 57%|█████▋ | 2519/4420 [00:20<00:13, 141.67it/s] 2519 26.3198 : 57%|█████▋ | 2534/4420 [00:20<00:13, 142.06it/s] 2539 29.3475 : 57%|█████▋ | 2534/4420 [00:20<00:13, 142.06it/s] 2539 29.3475 : 58%|█████▊ | 2550/4420 [00:20<00:12, 146.45it/s] 2559 30.7354 : 58%|█████▊ | 2550/4420 [00:20<00:12, 146.45it/s] 2559 30.7354 : 58%|█████▊ | 2568/4420 [00:20<00:11, 154.37it/s] 2579 26.9869 : 58%|█████▊ | 2568/4420 [00:20<00:11, 154.37it/s] 2579 26.9869 : 59%|█████▊ | 2586/4420 [00:20<00:11, 161.64it/s] 2599 23.2934 : 59%|█████▊ | 2586/4420 [00:20<00:11, 161.64it/s] 2599 23.2934 : 59%|█████▉ | 2603/4420 [00:20<00:11, 160.45it/s] 2619 24.2572 : 59%|█████▉ | 2603/4420 [00:21<00:11, 160.45it/s] 2619 24.2572 : 59%|█████▉ | 2620/4420 [00:21<00:11, 156.49it/s] 2619 24.2572 : 60%|█████▉ | 2636/4420 [00:21<00:11, 154.08it/s] 2639 29.7511 : 60%|█████▉ | 2636/4420 [00:21<00:11, 154.08it/s] 2639 29.7511 : 60%|██████ | 2652/4420 [00:21<00:11, 152.81it/s] 2659 30.0053 : 60%|██████ | 2652/4420 [00:21<00:11, 152.81it/s] 2659 30.0053 : 60%|██████ | 2668/4420 [00:21<00:11, 152.31it/s] 2679 27.3867 : 60%|██████ | 2668/4420 [00:21<00:11, 152.31it/s] 2679 27.3867 : 61%|██████ | 2684/4420 [00:21<00:11, 153.45it/s] 2699 29.1579 : 61%|██████ | 2684/4420 [00:21<00:11, 153.45it/s] 2699 29.1579 : 61%|██████ | 2701/4420 [00:21<00:10, 157.77it/s] 2719 28.5596 : 61%|██████ | 2701/4420 [00:21<00:10, 157.77it/s] 2719 28.5596 : 62%|██████▏ | 2720/4420 [00:21<00:10, 165.29it/s] 2739 24.8683 : 62%|██████▏ | 2720/4420 [00:21<00:10, 165.29it/s] 2739 24.8683 : 62%|██████▏ | 2740/4420 [00:21<00:09, 172.50it/s] 2739 24.8683 : 62%|██████▏ | 2758/4420 [00:21<00:09, 167.46it/s] 2759 23.4638 : 62%|██████▏ | 2758/4420 [00:21<00:09, 167.46it/s] 2759 23.4638 : 63%|██████▎ | 2775/4420 [00:22<00:10, 161.60it/s] 2779 26.3043 : 63%|██████▎ | 2775/4420 [00:22<00:10, 161.60it/s] 2779 26.3043 : 63%|██████▎ | 2792/4420 [00:22<00:10, 155.91it/s] 2799 28.2290 : 63%|██████▎ | 2792/4420 [00:22<00:10, 155.91it/s] 2799 28.2290 : 64%|██████▎ | 2808/4420 [00:22<00:10, 153.33it/s] 2819 23.1415 : 64%|██████▎ | 2808/4420 [00:22<00:10, 153.33it/s] 2819 23.1415 : 64%|██████▍ | 2824/4420 [00:22<00:10, 151.93it/s] 2839 28.2689 : 64%|██████▍ | 2824/4420 [00:22<00:10, 151.93it/s] 2839 28.2689 : 64%|██████▍ | 2840/4420 [00:22<00:10, 152.23it/s] 2839 28.2689 : 65%|██████▍ | 2858/4420 [00:22<00:09, 157.81it/s] 2859 29.8604 : 65%|██████▍ | 2858/4420 [00:22<00:09, 157.81it/s] 2859 29.8604 : 65%|██████▌ | 2877/4420 [00:22<00:09, 165.69it/s] 2879 30.8399 : 65%|██████▌ | 2877/4420 [00:22<00:09, 165.69it/s] 2879 30.8399 : 66%|██████▌ | 2896/4420 [00:22<00:08, 171.70it/s] 2899 24.0426 : 66%|██████▌ | 2896/4420 [00:22<00:08, 171.70it/s] 2899 24.0426 : 66%|██████▌ | 2914/4420 [00:22<00:09, 158.30it/s] 2919 26.2797 : 66%|██████▌ | 2914/4420 [00:22<00:09, 158.30it/s] 2919 26.2797 : 66%|██████▋ | 2931/4420 [00:23<00:09, 149.47it/s] 2939 27.9910 : 66%|██████▋ | 2931/4420 [00:23<00:09, 149.47it/s] 2939 27.9910 : 67%|██████▋ | 2947/4420 [00:23<00:10, 142.49it/s] 2959 25.6496 : 67%|██████▋ | 2947/4420 [00:23<00:10, 142.49it/s] 2959 25.6496 : 67%|██████▋ | 2962/4420 [00:23<00:10, 138.67it/s] 2959 25.6496 : 67%|██████▋ | 2976/4420 [00:23<00:10, 137.06it/s] 2979 25.5140 : 67%|██████▋ | 2976/4420 [00:23<00:10, 137.06it/s] 2979 25.5140 : 68%|██████▊ | 2990/4420 [00:23<00:10, 136.25it/s] 2999 29.7493 : 68%|██████▊ | 2990/4420 [00:23<00:10, 136.25it/s] 2999 29.7493 : 68%|██████▊ | 3005/4420 [00:23<00:10, 138.78it/s] 3019 26.3966 : 68%|██████▊ | 3005/4420 [00:23<00:10, 138.78it/s] 3019 26.3966 : 68%|██████▊ | 3021/4420 [00:23<00:09, 144.29it/s] 3019 26.3966 : 69%|██████▊ | 3038/4420 [00:23<00:09, 151.12it/s] 3039 27.3552 : 69%|██████▊ | 3038/4420 [00:23<00:09, 151.12it/s] 3039 27.3552 : 69%|██████▉ | 3054/4420 [00:23<00:09, 146.69it/s] 3059 23.6650 : 69%|██████▉ | 3054/4420 [00:23<00:09, 146.69it/s] 3059 23.6650 : 69%|██████▉ | 3069/4420 [00:24<00:10, 133.61it/s] 3079 22.6954 : 69%|██████▉ | 3069/4420 [00:24<00:10, 133.61it/s] 3079 22.6954 : 70%|██████▉ | 3083/4420 [00:24<00:10, 125.99it/s] 3079 22.6954 : 70%|███████ | 3096/4420 [00:24<00:11, 118.68it/s] 3099 25.8846 : 70%|███████ | 3096/4420 [00:24<00:11, 118.68it/s] 3099 25.8846 : 70%|███████ | 3109/4420 [00:24<00:11, 114.76it/s] 3119 22.9571 : 70%|███████ | 3109/4420 [00:24<00:11, 114.76it/s] 3119 22.9571 : 71%|███████ | 3121/4420 [00:24<00:11, 110.94it/s] 3119 22.9571 : 71%|███████ | 3133/4420 [00:24<00:11, 109.67it/s] 3139 22.2584 : 71%|███████ | 3133/4420 [00:24<00:11, 109.67it/s] 3139 22.2584 : 71%|███████ | 3145/4420 [00:24<00:11, 109.34it/s] 3139 22.2584 : 71%|███████▏ | 3157/4420 [00:24<00:11, 111.63it/s] 3159 25.0307 : 71%|███████▏ | 3157/4420 [00:24<00:11, 111.63it/s] 3159 25.0307 : 72%|███████▏ | 3170/4420 [00:24<00:10, 114.84it/s] 3179 24.8361 : 72%|███████▏ | 3170/4420 [00:25<00:10, 114.84it/s] 3179 24.8361 : 72%|███████▏ | 3184/4420 [00:25<00:10, 119.48it/s] 3179 24.8361 : 72%|███████▏ | 3198/4420 [00:25<00:09, 122.83it/s] 3199 18.5537 : 72%|███████▏ | 3198/4420 [00:25<00:09, 122.83it/s] 3199 18.5537 : 73%|███████▎ | 3211/4420 [00:25<00:10, 110.44it/s] 3219 21.0860 : 73%|███████▎ | 3211/4420 [00:25<00:10, 110.44it/s] 3219 21.0860 : 73%|███████▎ | 3223/4420 [00:25<00:11, 101.68it/s] 3219 21.0860 : 73%|███████▎ | 3234/4420 [00:25<00:12, 94.94it/s] 3239 21.1780 : 73%|███████▎ | 3234/4420 [00:25<00:12, 94.94it/s] 3239 21.1780 : 73%|███████▎ | 3244/4420 [00:25<00:13, 89.42it/s] 3239 21.1780 : 74%|███████▎ | 3254/4420 [00:25<00:13, 87.51it/s] 3259 20.5752 : 74%|███████▎ | 3254/4420 [00:25<00:13, 87.51it/s] 3259 20.5752 : 74%|███████▍ | 3263/4420 [00:25<00:13, 84.70it/s] 3259 20.5752 : 74%|███████▍ | 3272/4420 [00:26<00:13, 83.98it/s] 3279 22.7302 : 74%|███████▍ | 3272/4420 [00:26<00:13, 83.98it/s] 3279 22.7302 : 74%|███████▍ | 3281/4420 [00:26<00:13, 83.56it/s] 3279 22.7302 : 74%|███████▍ | 3290/4420 [00:26<00:13, 83.92it/s] 3279 22.7302 : 75%|███████▍ | 3299/4420 [00:26<00:13, 84.92it/s] 3299 20.3110 : 75%|███████▍ | 3299/4420 [00:26<00:13, 84.92it/s] 3299 20.3110 : 75%|███████▍ | 3309/4420 [00:26<00:12, 87.11it/s] 3319 23.5050 : 75%|███████▍ | 3309/4420 [00:26<00:12, 87.11it/s] 3319 23.5050 : 75%|███████▌ | 3320/4420 [00:26<00:12, 90.89it/s] 3319 23.5050 : 75%|███████▌ | 3331/4420 [00:26<00:11, 94.32it/s] 3339 21.6100 : 75%|███████▌ | 3331/4420 [00:26<00:11, 94.32it/s] 3339 21.6100 : 76%|███████▌ | 3341/4420 [00:26<00:11, 95.46it/s] 3339 21.6100 : 76%|███████▌ | 3351/4420 [00:26<00:11, 96.48it/s] 3359 22.6609 : 76%|███████▌ | 3351/4420 [00:27<00:11, 96.48it/s] 3359 22.6609 : 76%|███████▌ | 3361/4420 [00:27<00:11, 96.09it/s] 3359 22.6609 : 76%|███████▋ | 3371/4420 [00:27<00:11, 94.61it/s] 3379 23.4876 : 76%|███████▋ | 3371/4420 [00:27<00:11, 94.61it/s] 3379 23.4876 : 76%|███████▋ | 3381/4420 [00:27<00:11, 93.68it/s] 3379 23.4876 : 77%|███████▋ | 3391/4420 [00:27<00:11, 89.80it/s] 3399 24.7557 : 77%|███████▋ | 3391/4420 [00:27<00:11, 89.80it/s] 3399 24.7557 : 77%|███████▋ | 3401/4420 [00:27<00:11, 88.40it/s] 3399 24.7557 : 77%|███████▋ | 3410/4420 [00:27<00:11, 87.78it/s] 3399 24.7557 : 77%|███████▋ | 3419/4420 [00:27<00:11, 87.25it/s] 3419 23.2600 : 77%|███████▋ | 3419/4420 [00:27<00:11, 87.25it/s] 3419 23.2600 : 78%|███████▊ | 3428/4420 [00:27<00:11, 87.88it/s] 3419 23.2600 : 78%|███████▊ | 3437/4420 [00:27<00:11, 88.19it/s] 3439 24.7563 : 78%|███████▊ | 3437/4420 [00:27<00:11, 88.19it/s] 3439 24.7563 : 78%|███████▊ | 3447/4420 [00:28<00:10, 89.67it/s] 3439 24.7563 : 78%|███████▊ | 3458/4420 [00:28<00:10, 93.08it/s] 3459 26.5431 : 78%|███████▊ | 3458/4420 [00:28<00:10, 93.08it/s] 3459 26.5431 : 78%|███████▊ | 3469/4420 [00:28<00:09, 95.74it/s] 3479 24.3718 : 78%|███████▊ | 3469/4420 [00:28<00:09, 95.74it/s] 3479 24.3718 : 79%|███████▊ | 3480/4420 [00:28<00:09, 99.08it/s] 3479 24.3718 : 79%|███████▉ | 3491/4420 [00:28<00:09, 102.05it/s] 3499 19.5320 : 79%|███████▉ | 3491/4420 [00:28<00:09, 102.05it/s] 3499 19.5320 : 79%|███████▉ | 3502/4420 [00:28<00:08, 102.71it/s] 3499 19.5320 : 79%|███████▉ | 3513/4420 [00:28<00:08, 103.34it/s] 3519 27.9945 : 79%|███████▉ | 3513/4420 [00:28<00:08, 103.34it/s] 3519 27.9945 : 80%|███████▉ | 3524/4420 [00:28<00:08, 104.36it/s] 3519 27.9945 : 80%|███████▉ | 3535/4420 [00:28<00:08, 103.45it/s] 3539 28.2426 : 80%|███████▉ | 3535/4420 [00:28<00:08, 103.45it/s] 3539 28.2426 : 80%|████████ | 3546/4420 [00:28<00:08, 101.69it/s] 3539 28.2426 : 80%|████████ | 3557/4420 [00:29<00:08, 103.11it/s] 3559 29.5128 : 80%|████████ | 3557/4420 [00:29<00:08, 103.11it/s] 3559 29.5128 : 81%|████████ | 3568/4420 [00:29<00:08, 101.82it/s] 3559 29.5128 : 81%|████████ | 3579/4420 [00:29<00:08, 102.51it/s] 3579 26.0984 : 81%|████████ | 3579/4420 [00:29<00:08, 102.51it/s] 3579 26.0984 : 81%|████████ | 3590/4420 [00:29<00:07, 103.96it/s] 3599 26.5551 : 81%|████████ | 3590/4420 [00:29<00:07, 103.96it/s] 3599 26.5551 : 81%|████████▏ | 3601/4420 [00:29<00:07, 104.94it/s] 3599 26.5551 : 82%|████████▏ | 3614/4420 [00:29<00:07, 110.25it/s] 3619 29.0582 : 82%|████████▏ | 3614/4420 [00:29<00:07, 110.25it/s] 3619 29.0582 : 82%|████████▏ | 3627/4420 [00:29<00:06, 115.80it/s] 3639 26.0956 : 82%|████████▏ | 3627/4420 [00:29<00:06, 115.80it/s] 3639 26.0956 : 82%|████████▏ | 3641/4420 [00:29<00:06, 120.58it/s] 3639 26.0956 : 83%|████████▎ | 3654/4420 [00:29<00:06, 122.22it/s] 3659 24.8496 : 83%|████████▎ | 3654/4420 [00:29<00:06, 122.22it/s] 3659 24.8496 : 83%|████████▎ | 3667/4420 [00:30<00:06, 121.67it/s] 3679 29.7117 : 83%|████████▎ | 3667/4420 [00:30<00:06, 121.67it/s] 3679 29.7117 : 83%|████████▎ | 3680/4420 [00:30<00:06, 119.53it/s] 3679 29.7117 : 84%|████████▎ | 3692/4420 [00:30<00:06, 116.12it/s] 3699 29.2264 : 84%|████████▎ | 3692/4420 [00:30<00:06, 116.12it/s] 3699 29.2264 : 84%|████████▍ | 3704/4420 [00:30<00:06, 115.27it/s] 3699 29.2264 : 84%|████████▍ | 3716/4420 [00:30<00:06, 114.40it/s] 3719 26.7332 : 84%|████████▍ | 3716/4420 [00:30<00:06, 114.40it/s] 3719 26.7332 : 84%|████████▍ | 3728/4420 [00:30<00:06, 114.39it/s] 3739 29.3488 : 84%|████████▍ | 3728/4420 [00:30<00:06, 114.39it/s] 3739 29.3488 : 85%|████████▍ | 3740/4420 [00:30<00:05, 114.22it/s] 3739 29.3488 : 85%|████████▍ | 3752/4420 [00:30<00:05, 115.77it/s] 3759 29.5683 : 85%|████████▍ | 3752/4420 [00:30<00:05, 115.77it/s] 3759 29.5683 : 85%|████████▌ | 3766/4420 [00:30<00:05, 121.68it/s] 3779 32.6915 : 85%|████████▌ | 3766/4420 [00:30<00:05, 121.68it/s] 3779 32.6915 : 86%|████████▌ | 3780/4420 [00:30<00:05, 126.58it/s] 3779 32.6915 : 86%|████████▌ | 3795/4420 [00:31<00:04, 130.80it/s] 3799 25.8915 : 86%|████████▌ | 3795/4420 [00:31<00:04, 130.80it/s] 3799 25.8915 : 86%|████████▌ | 3809/4420 [00:31<00:04, 131.68it/s] 3819 24.7388 : 86%|████████▌ | 3809/4420 [00:31<00:04, 131.68it/s] 3819 24.7388 : 86%|████████▋ | 3823/4420 [00:31<00:04, 129.48it/s] 3819 24.7388 : 87%|████████▋ | 3836/4420 [00:31<00:04, 127.94it/s] 3839 27.7641 : 87%|████████▋ | 3836/4420 [00:31<00:04, 127.94it/s] 3839 27.7641 : 87%|████████▋ | 3849/4420 [00:31<00:04, 124.33it/s] 3859 30.0464 : 87%|████████▋ | 3849/4420 [00:31<00:04, 124.33it/s] 3859 30.0464 : 87%|████████▋ | 3862/4420 [00:31<00:04, 123.99it/s] 3859 30.0464 : 88%|████████▊ | 3875/4420 [00:31<00:04, 123.19it/s] 3879 28.4566 : 88%|████████▊ | 3875/4420 [00:31<00:04, 123.19it/s] 3879 28.4566 : 88%|████████▊ | 3888/4420 [00:31<00:04, 122.87it/s] 3899 29.8585 : 88%|████████▊ | 3888/4420 [00:31<00:04, 122.87it/s] 3899 29.8585 : 88%|████████▊ | 3901/4420 [00:31<00:04, 124.46it/s] 3899 29.8585 : 89%|████████▊ | 3916/4420 [00:32<00:03, 129.65it/s] 3919 29.8810 : 89%|████████▊ | 3916/4420 [00:32<00:03, 129.65it/s] 3919 29.8810 : 89%|████████▉ | 3931/4420 [00:32<00:03, 135.50it/s] 3939 31.4354 : 89%|████████▉ | 3931/4420 [00:32<00:03, 135.50it/s] 3939 31.4354 : 89%|████████▉ | 3946/4420 [00:32<00:03, 139.68it/s] 3959 22.5124 : 89%|████████▉ | 3946/4420 [00:32<00:03, 139.68it/s] 3959 22.5124 : 90%|████████▉ | 3961/4420 [00:32<00:03, 141.17it/s] 3959 22.5124 : 90%|████████▉ | 3976/4420 [00:32<00:03, 137.49it/s] 3979 26.9736 : 90%|████████▉ | 3976/4420 [00:32<00:03, 137.49it/s] 3979 26.9736 : 90%|█████████ | 3990/4420 [00:32<00:03, 133.09it/s] 3999 27.0092 : 90%|█████████ | 3990/4420 [00:32<00:03, 133.09it/s] 3999 27.0092 : 91%|█████████ | 4004/4420 [00:32<00:03, 128.75it/s] 3999 27.0092 : 91%|█████████ | 4017/4420 [00:32<00:03, 127.55it/s] 4019 28.7737 : 91%|█████████ | 4017/4420 [00:32<00:03, 127.55it/s] 4019 28.7737 : 91%|█████████ | 4030/4420 [00:32<00:03, 126.91it/s] 4039 27.4116 : 91%|█████████ | 4030/4420 [00:32<00:03, 126.91it/s] 4039 27.4116 : 91%|█████████▏| 4043/4420 [00:32<00:02, 126.16it/s] 4039 27.4116 : 92%|█████████▏| 4057/4420 [00:33<00:02, 128.61it/s] 4059 31.7108 : 92%|█████████▏| 4057/4420 [00:33<00:02, 128.61it/s] 4059 31.7108 : 92%|█████████▏| 4072/4420 [00:33<00:02, 133.59it/s] 4079 33.2201 : 92%|█████████▏| 4072/4420 [00:33<00:02, 133.59it/s] 4079 33.2201 : 92%|█████████▏| 4088/4420 [00:33<00:02, 138.60it/s] 4099 31.6397 : 92%|█████████▏| 4088/4420 [00:33<00:02, 138.60it/s] 4099 31.6397 : 93%|█████████▎| 4103/4420 [00:33<00:02, 140.74it/s] 4099 31.6397 : 93%|█████████▎| 4118/4420 [00:33<00:02, 140.86it/s] 4119 23.2851 : 93%|█████████▎| 4118/4420 [00:33<00:02, 140.86it/s] 4119 23.2851 : 94%|█████████▎| 4133/4420 [00:33<00:02, 132.58it/s] 4139 26.3890 : 94%|█████████▎| 4133/4420 [00:33<00:02, 132.58it/s] 4139 26.3890 : 94%|█████████▍| 4147/4420 [00:33<00:02, 126.28it/s] 4159 26.9501 : 94%|█████████▍| 4147/4420 [00:33<00:02, 126.28it/s] 4159 26.9501 : 94%|█████████▍| 4160/4420 [00:33<00:02, 122.94it/s] 4159 26.9501 : 94%|█████████▍| 4173/4420 [00:33<00:02, 121.12it/s] 4179 23.0219 : 94%|█████████▍| 4173/4420 [00:34<00:02, 121.12it/s] 4179 23.0219 : 95%|█████████▍| 4186/4420 [00:34<00:01, 120.10it/s] 4179 23.0219 : 95%|█████████▌| 4199/4420 [00:34<00:01, 119.64it/s] 4199 26.4230 : 95%|█████████▌| 4199/4420 [00:34<00:01, 119.64it/s] 4199 26.4230 : 95%|█████████▌| 4212/4420 [00:34<00:01, 121.26it/s] 4219 31.7778 : 95%|█████████▌| 4212/4420 [00:34<00:01, 121.26it/s] 4219 31.7778 : 96%|█████████▌| 4226/4420 [00:34<00:01, 126.15it/s] 4239 31.1322 : 96%|█████████▌| 4226/4420 [00:34<00:01, 126.15it/s] 4239 31.1322 : 96%|█████████▌| 4241/4420 [00:34<00:01, 130.61it/s] 4239 31.1322 : 96%|█████████▋| 4256/4420 [00:34<00:01, 134.67it/s] 4259 29.5662 : 96%|█████████▋| 4256/4420 [00:34<00:01, 134.67it/s] 4259 29.5662 : 97%|█████████▋| 4270/4420 [00:34<00:01, 131.82it/s] 4279 20.5298 : 97%|█████████▋| 4270/4420 [00:34<00:01, 131.82it/s] 4279 20.5298 : 97%|█████████▋| 4284/4420 [00:34<00:01, 113.14it/s] 4279 20.5298 : 97%|█████████▋| 4296/4420 [00:35<00:01, 103.05it/s] 4299 21.1968 : 97%|█████████▋| 4296/4420 [00:35<00:01, 103.05it/s] 4299 21.1968 : 97%|█████████▋| 4307/4420 [00:35<00:01, 97.26it/s] 4299 21.1968 : 98%|█████████▊| 4318/4420 [00:35<00:01, 94.20it/s] 4319 23.5769 : 98%|█████████▊| 4318/4420 [00:35<00:01, 94.20it/s] 4319 23.5769 : 98%|█████████▊| 4328/4420 [00:35<00:00, 92.62it/s] 4319 23.5769 : 98%|█████████▊| 4338/4420 [00:35<00:00, 91.77it/s] 4339 23.9798 : 98%|█████████▊| 4338/4420 [00:35<00:00, 91.77it/s] 4339 23.9798 : 98%|█████████▊| 4348/4420 [00:35<00:00, 91.48it/s] 4339 23.9798 : 99%|█████████▊| 4358/4420 [00:35<00:00, 92.53it/s] 4359 24.4153 : 99%|█████████▊| 4358/4420 [00:35<00:00, 92.53it/s] 4359 24.4153 : 99%|█████████▉| 4369/4420 [00:35<00:00, 95.75it/s] 4379 25.8403 : 99%|█████████▉| 4369/4420 [00:35<00:00, 95.75it/s] 4379 25.8403 : 99%|█████████▉| 4381/4420 [00:35<00:00, 100.26it/s] 4379 25.8403 : 99%|█████████▉| 4392/4420 [00:36<00:00, 102.70it/s] 4399 25.4426 : 99%|█████████▉| 4392/4420 [00:36<00:00, 102.70it/s] 4399 25.4426 : 100%|█████████▉| 4404/4420 [00:36<00:00, 105.22it/s] 4399 25.4426 : 100%|█████████▉| 4415/4420 [00:36<00:00, 106.32it/s] 4419 15.4968 : 100%|█████████▉| 4415/4420 [00:36<00:00, 106.32it/s] 4419 15.4968 : 100%|██████████| 4420/4420 [00:36<00:00, 121.72it/s] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 1 epoch_size: 22099392 batches_per_epoch: 4420 batch_size: 5000 optim_type: 'ray' 0%| | 0/4420 [00:00<?, ?it/s] 0%| | 11/4420 [00:00<00:42, 102.68it/s] 4439 22.2793 : 0%| | 11/4420 [00:00<00:42, 102.68it/s] 4439 22.2793 : 0%| | 22/4420 [00:00<00:45, 96.88it/s] 4439 22.2793 : 1%| | 32/4420 [00:00<00:46, 94.75it/s] 4459 19.5932 : 1%| | 32/4420 [00:00<00:46, 94.75it/s] 4459 19.5932 : 1%| | 42/4420 [00:00<00:46, 93.98it/s] 4459 19.5932 : 1%| | 52/4420 [00:00<00:46, 93.19it/s] 4479 21.4706 : 1%| | 52/4420 [00:00<00:46, 93.19it/s] 4479 21.4706 : 1%|▏ | 62/4420 [00:00<00:48, 90.15it/s] 4479 21.4706 : 2%|▏ | 72/4420 [00:00<00:48, 89.07it/s] 4499 22.4807 : 2%|▏ | 72/4420 [00:00<00:48, 89.07it/s] 4499 22.4807 : 2%|▏ | 81/4420 [00:00<00:49, 87.92it/s] 4499 22.4807 : 2%|▏ | 90/4420 [00:00<00:50, 86.56it/s] 4499 22.4807 : 2%|▏ | 99/4420 [00:01<00:49, 87.50it/s] 4519 22.7482 : 2%|▏ | 99/4420 [00:01<00:49, 87.50it/s] 4519 22.7482 : 2%|▏ | 109/4420 [00:01<00:48, 89.22it/s] 4519 22.7482 : 3%|▎ | 119/4420 [00:01<00:46, 91.81it/s] 4539 23.0472 : 3%|▎ | 119/4420 [00:01<00:46, 91.81it/s] 4539 23.0472 : 3%|▎ | 129/4420 [00:01<00:45, 93.29it/s] 4559 21.6970 : 3%|▎ | 129/4420 [00:01<00:45, 93.29it/s] 4559 21.6970 : 3%|▎ | 140/4420 [00:01<00:44, 96.98it/s] 4559 21.6970 : 3%|▎ | 152/4420 [00:01<00:41, 103.52it/s] 4579 22.3786 : 3%|▎ | 152/4420 [00:01<00:41, 103.52it/s] 4579 22.3786 : 4%|▎ | 163/4420 [00:01<00:40, 104.47it/s] 4579 22.3786 : 4%|▍ | 174/4420 [00:01<00:41, 103.37it/s] 4599 25.4847 : 4%|▍ | 174/4420 [00:01<00:41, 103.37it/s] 4599 25.4847 : 4%|▍ | 185/4420 [00:01<00:41, 101.35it/s] 4599 25.4847 : 4%|▍ | 196/4420 [00:02<00:41, 101.20it/s] 4619 25.5097 : 4%|▍ | 196/4420 [00:02<00:41, 101.20it/s] 4619 25.5097 : 5%|▍ | 207/4420 [00:02<00:42, 99.92it/s] 4619 25.5097 : 5%|▍ | 218/4420 [00:02<00:42, 98.64it/s] 4639 29.1739 : 5%|▍ | 218/4420 [00:02<00:42, 98.64it/s] 4639 29.1739 : 5%|▌ | 228/4420 [00:02<00:43, 97.33it/s] 4639 29.1739 : 5%|▌ | 238/4420 [00:02<00:42, 97.50it/s] 4659 28.3746 : 5%|▌ | 238/4420 [00:02<00:42, 97.50it/s] 4659 28.3746 : 6%|▌ | 248/4420 [00:02<00:42, 97.99it/s] 4659 28.3746 : 6%|▌ | 259/4420 [00:02<00:41, 99.11it/s] 4679 28.3165 : 6%|▌ | 259/4420 [00:02<00:41, 99.11it/s] 4679 28.3165 : 6%|▌ | 270/4420 [00:02<00:41, 100.09it/s] 4699 27.5854 : 6%|▌ | 270/4420 [00:02<00:41, 100.09it/s] 4699 27.5854 : 6%|▋ | 281/4420 [00:02<00:40, 101.07it/s] 4699 27.5854 : 7%|▋ | 293/4420 [00:03<00:39, 105.74it/s] 4719 28.4761 : 7%|▋ | 293/4420 [00:03<00:39, 105.74it/s] 4719 28.4761 : 7%|▋ | 306/4420 [00:03<00:36, 111.31it/s] 4719 28.4761 : 7%|▋ | 319/4420 [00:03<00:35, 116.18it/s] 4739 26.7542 : 7%|▋ | 319/4420 [00:03<00:35, 116.18it/s] 4739 26.7542 : 8%|▊ | 332/4420 [00:03<00:34, 117.34it/s] 4759 26.3466 : 8%|▊ | 332/4420 [00:03<00:34, 117.34it/s] 4759 26.3466 : 8%|▊ | 344/4420 [00:03<00:34, 118.05it/s] 4759 26.3466 : 8%|▊ | 357/4420 [00:03<00:34, 118.69it/s] 4779 26.1676 : 8%|▊ | 357/4420 [00:03<00:34, 118.69it/s] 4779 26.1676 : 8%|▊ | 369/4420 [00:03<00:34, 116.36it/s] 4799 28.3293 : 8%|▊ | 369/4420 [00:03<00:34, 116.36it/s] 4799 28.3293 : 9%|▊ | 381/4420 [00:03<00:35, 114.82it/s] 4799 28.3293 : 9%|▉ | 393/4420 [00:03<00:35, 113.86it/s] 4819 30.4026 : 9%|▉ | 393/4420 [00:03<00:35, 113.86it/s] 4819 30.4026 : 9%|▉ | 405/4420 [00:03<00:35, 113.52it/s] 4819 30.4026 : 9%|▉ | 417/4420 [00:04<00:34, 114.78it/s] 4839 30.0284 : 9%|▉ | 417/4420 [00:04<00:34, 114.78it/s] 4839 30.0284 : 10%|▉ | 430/4420 [00:04<00:34, 116.92it/s] 4859 27.6325 : 10%|▉ | 430/4420 [00:04<00:34, 116.92it/s] 4859 27.6325 : 10%|█ | 444/4420 [00:04<00:32, 121.48it/s] 4859 27.6325 : 10%|█ | 459/4420 [00:04<00:30, 128.55it/s] 4879 25.8947 : 10%|█ | 459/4420 [00:04<00:30, 128.55it/s] 4879 25.8947 : 11%|█ | 473/4420 [00:04<00:30, 129.16it/s] 4899 28.6376 : 11%|█ | 473/4420 [00:04<00:30, 129.16it/s] 4899 28.6376 : 11%|█ | 486/4420 [00:04<00:30, 128.13it/s] 4899 28.6376 : 11%|█▏ | 499/4420 [00:04<00:30, 126.77it/s] 4919 28.4253 : 11%|█▏ | 499/4420 [00:04<00:30, 126.77it/s] 4919 28.4253 : 12%|█▏ | 512/4420 [00:04<00:31, 124.99it/s] 4939 30.9396 : 12%|█▏ | 512/4420 [00:04<00:31, 124.99it/s] 4939 30.9396 : 12%|█▏ | 525/4420 [00:04<00:32, 121.15it/s] 4939 30.9396 : 12%|█▏ | 538/4420 [00:05<00:32, 119.84it/s] 4959 31.2164 : 12%|█▏ | 538/4420 [00:05<00:32, 119.84it/s] 4959 31.2164 : 12%|█▏ | 551/4420 [00:05<00:32, 118.51it/s] 4979 28.8374 : 12%|█▏ | 551/4420 [00:05<00:32, 118.51it/s] 4979 28.8374 : 13%|█▎ | 563/4420 [00:05<00:32, 118.81it/s] 4979 28.8374 : 13%|█▎ | 576/4420 [00:05<00:31, 121.51it/s] 4999 30.2560 : 13%|█▎ | 576/4420 [00:05<00:31, 121.51it/s] 4999 30.2560 : 13%|█▎ | 589/4420 [00:05<00:31, 123.36it/s] 5019 29.8732 : 13%|█▎ | 589/4420 [00:05<00:31, 123.36it/s] 5019 29.8732 : 14%|█▎ | 604/4420 [00:05<00:29, 129.90it/s] 5019 29.8732 : 14%|█▍ | 618/4420 [00:05<00:28, 131.97it/s] 5039 25.8078 : 14%|█▍ | 618/4420 [00:05<00:28, 131.97it/s] 5039 25.8078 : 14%|█▍ | 632/4420 [00:05<00:29, 129.86it/s] 5059 28.1601 : 14%|█▍ | 632/4420 [00:05<00:29, 129.86it/s] 5059 28.1601 : 15%|█▍ | 646/4420 [00:05<00:29, 127.54it/s] 5059 28.1601 : 15%|█▍ | 659/4420 [00:05<00:29, 126.63it/s] 5079 24.3957 : 15%|█▍ | 659/4420 [00:05<00:29, 126.63it/s] 5079 24.3957 : 15%|█▌ | 672/4420 [00:06<00:30, 123.37it/s] 5099 26.3775 : 15%|█▌ | 672/4420 [00:06<00:30, 123.37it/s] 5099 26.3775 : 15%|█▌ | 685/4420 [00:06<00:30, 121.35it/s] 5099 26.3775 : 16%|█▌ | 698/4420 [00:06<00:30, 120.94it/s] 5119 28.8383 : 16%|█▌ | 698/4420 [00:06<00:30, 120.94it/s] 5119 28.8383 : 16%|█▌ | 711/4420 [00:06<00:30, 121.18it/s] 5139 28.0307 : 16%|█▌ | 711/4420 [00:06<00:30, 121.18it/s] 5139 28.0307 : 16%|█▋ | 724/4420 [00:06<00:30, 123.04it/s] 5139 28.0307 : 17%|█▋ | 737/4420 [00:06<00:29, 125.02it/s] 5159 24.6247 : 17%|█▋ | 737/4420 [00:06<00:29, 125.02it/s] 5159 24.6247 : 17%|█▋ | 752/4420 [00:06<00:28, 130.28it/s] 5179 29.0556 : 17%|█▋ | 752/4420 [00:06<00:28, 130.28it/s] 5179 29.0556 : 17%|█▋ | 766/4420 [00:06<00:27, 132.70it/s] 5199 26.0545 : 17%|█▋ | 766/4420 [00:06<00:27, 132.70it/s] 5199 26.0545 : 18%|█▊ | 780/4420 [00:06<00:28, 128.08it/s] 5199 26.0545 : 18%|█▊ | 793/4420 [00:07<00:29, 123.98it/s] 5219 26.9192 : 18%|█▊ | 793/4420 [00:07<00:29, 123.98it/s] 5219 26.9192 : 18%|█▊ | 806/4420 [00:07<00:29, 120.75it/s] 5219 26.9192 : 19%|█▊ | 819/4420 [00:07<00:30, 118.63it/s] 5239 27.4975 : 19%|█▊ | 819/4420 [00:07<00:30, 118.63it/s] 5239 27.4975 : 19%|█▉ | 831/4420 [00:07<00:31, 114.93it/s] 5259 27.8560 : 19%|█▉ | 831/4420 [00:07<00:31, 114.93it/s] 5259 27.8560 : 19%|█▉ | 843/4420 [00:07<00:31, 112.76it/s] 5259 27.8560 : 19%|█▉ | 855/4420 [00:07<00:32, 111.13it/s] 5279 26.1802 : 19%|█▉ | 855/4420 [00:07<00:32, 111.13it/s] 5279 26.1802 : 20%|█▉ | 867/4420 [00:07<00:31, 111.28it/s] 5279 26.1802 : 20%|█▉ | 879/4420 [00:07<00:31, 112.99it/s] 5299 27.7487 : 20%|█▉ | 879/4420 [00:07<00:31, 112.99it/s] 5299 27.7487 : 20%|██ | 891/4420 [00:07<00:30, 113.89it/s] 5319 29.5275 : 20%|██ | 891/4420 [00:08<00:30, 113.89it/s] 5319 29.5275 : 20%|██ | 904/4420 [00:08<00:29, 118.42it/s] 5319 29.5275 : 21%|██ | 918/4420 [00:08<00:28, 121.76it/s] 5339 25.4096 : 21%|██ | 918/4420 [00:08<00:28, 121.76it/s] 5339 25.4096 : 21%|██ | 931/4420 [00:08<00:29, 116.74it/s] 5359 29.2072 : 21%|██ | 931/4420 [00:08<00:29, 116.74it/s] 5359 29.2072 : 21%|██▏ | 943/4420 [00:08<00:30, 112.54it/s] 5359 29.2072 : 22%|██▏ | 955/4420 [00:08<00:31, 109.77it/s] 5379 26.5657 : 22%|██▏ | 955/4420 [00:08<00:31, 109.77it/s] 5379 26.5657 : 22%|██▏ | 967/4420 [00:08<00:32, 107.75it/s] 5379 26.5657 : 22%|██▏ | 978/4420 [00:08<00:33, 103.81it/s] 5399 28.4145 : 22%|██▏ | 978/4420 [00:08<00:33, 103.81it/s] 5399 28.4145 : 22%|██▏ | 989/4420 [00:08<00:34, 100.81it/s] 5419 29.3949 : 22%|██▏ | 989/4420 [00:08<00:34, 100.81it/s] 5419 29.3949 : 23%|██▎ | 1000/4420 [00:08<00:34, 99.50it/s] 5419 29.3949 : 23%|██▎ | 1010/4420 [00:09<00:34, 98.93it/s] 5439 27.7667 : 23%|██▎ | 1010/4420 [00:09<00:34, 98.93it/s] 5439 27.7667 : 23%|██▎ | 1021/4420 [00:09<00:34, 99.74it/s] 5439 27.7667 : 23%|██▎ | 1032/4420 [00:09<00:33, 101.08it/s] 5459 29.3370 : 23%|██▎ | 1032/4420 [00:09<00:33, 101.08it/s] 5459 29.3370 : 24%|██▎ | 1043/4420 [00:09<00:33, 101.99it/s] 5459 29.3370 : 24%|██▍ | 1055/4420 [00:09<00:32, 104.83it/s] 5479 31.4904 : 24%|██▍ | 1055/4420 [00:09<00:32, 104.83it/s] 5479 31.4904 : 24%|██▍ | 1068/4420 [00:09<00:30, 110.64it/s] 5499 25.0144 : 24%|██▍ | 1068/4420 [00:09<00:30, 110.64it/s] 5499 25.0144 : 24%|██▍ | 1080/4420 [00:09<00:30, 110.07it/s] 5499 25.0144 : 25%|██▍ | 1092/4420 [00:09<00:30, 108.69it/s] 5519 27.7578 : 25%|██▍ | 1092/4420 [00:09<00:30, 108.69it/s] 5519 27.7578 : 25%|██▍ | 1103/4420 [00:09<00:30, 107.39it/s] 5519 27.7578 : 25%|██▌ | 1114/4420 [00:10<00:30, 106.72it/s] 5539 26.7251 : 25%|██▌ | 1114/4420 [00:10<00:30, 106.72it/s] 5539 26.7251 : 25%|██▌ | 1125/4420 [00:10<00:31, 103.53it/s] 5539 26.7251 : 26%|██▌ | 1136/4420 [00:10<00:31, 103.17it/s] 5559 26.6755 : 26%|██▌ | 1136/4420 [00:10<00:31, 103.17it/s] 5559 26.6755 : 26%|██▌ | 1147/4420 [00:10<00:32, 101.03it/s] 5559 26.6755 : 26%|██▌ | 1158/4420 [00:10<00:32, 101.36it/s] 5579 26.2812 : 26%|██▌ | 1158/4420 [00:10<00:32, 101.36it/s] 5579 26.2812 : 26%|██▋ | 1169/4420 [00:10<00:32, 101.59it/s] 5599 25.8774 : 26%|██▋ | 1169/4420 [00:10<00:32, 101.59it/s] 5599 25.8774 : 27%|██▋ | 1180/4420 [00:10<00:31, 103.25it/s] 5599 25.8774 : 27%|██▋ | 1191/4420 [00:10<00:30, 104.82it/s] 5619 25.6273 : 27%|██▋ | 1191/4420 [00:10<00:30, 104.82it/s] 5619 25.6273 : 27%|██▋ | 1204/4420 [00:10<00:29, 110.15it/s] 5619 25.6273 : 28%|██▊ | 1217/4420 [00:10<00:27, 115.25it/s] 5639 22.9777 : 28%|██▊ | 1217/4420 [00:11<00:27, 115.25it/s] 5639 22.9777 : 28%|██▊ | 1230/4420 [00:11<00:26, 118.88it/s] 5659 28.5962 : 28%|██▊ | 1230/4420 [00:11<00:26, 118.88it/s] 5659 28.5962 : 28%|██▊ | 1243/4420 [00:11<00:26, 119.66it/s] 5659 28.5962 : 28%|██▊ | 1256/4420 [00:11<00:26, 119.98it/s] 5679 28.8610 : 28%|██▊ | 1256/4420 [00:11<00:26, 119.98it/s] 5679 28.8610 : 29%|██▊ | 1269/4420 [00:11<00:26, 119.57it/s] 5699 28.4846 : 29%|██▊ | 1269/4420 [00:11<00:26, 119.57it/s] 5699 28.4846 : 29%|██▉ | 1281/4420 [00:11<00:26, 116.89it/s] 5699 28.4846 : 29%|██▉ | 1293/4420 [00:11<00:26, 117.35it/s] 5719 29.6869 : 29%|██▉ | 1293/4420 [00:11<00:26, 117.35it/s] 5719 29.6869 : 30%|██▉ | 1305/4420 [00:11<00:26, 116.07it/s] 5719 29.6869 : 30%|██▉ | 1318/4420 [00:11<00:26, 117.55it/s] 5739 27.2193 : 30%|██▉ | 1318/4420 [00:11<00:26, 117.55it/s] 5739 27.2193 : 30%|███ | 1331/4420 [00:11<00:25, 119.27it/s] 5759 27.6007 : 30%|███ | 1331/4420 [00:12<00:25, 119.27it/s] 5759 27.6007 : 30%|███ | 1344/4420 [00:12<00:25, 122.30it/s] 5759 27.6007 : 31%|███ | 1358/4420 [00:12<00:24, 126.39it/s] 5779 29.3859 : 31%|███ | 1358/4420 [00:12<00:24, 126.39it/s] 5779 29.3859 : 31%|███ | 1373/4420 [00:12<00:22, 132.53it/s] 5799 25.1097 : 31%|███ | 1373/4420 [00:12<00:22, 132.53it/s] 5799 25.1097 : 31%|███▏ | 1387/4420 [00:12<00:22, 134.62it/s] 5819 28.1519 : 31%|███▏ | 1387/4420 [00:12<00:22, 134.62it/s] 5819 28.1519 : 32%|███▏ | 1401/4420 [00:12<00:22, 134.64it/s] 5819 28.1519 : 32%|███▏ | 1415/4420 [00:12<00:22, 135.05it/s] 5839 29.9779 : 32%|███▏ | 1415/4420 [00:12<00:22, 135.05it/s] 5839 29.9779 : 32%|███▏ | 1429/4420 [00:12<00:22, 132.63it/s] 5859 28.5893 : 32%|███▏ | 1429/4420 [00:12<00:22, 132.63it/s] 5859 28.5893 : 33%|███▎ | 1443/4420 [00:12<00:22, 131.48it/s] 5859 28.5893 : 33%|███▎ | 1457/4420 [00:12<00:22, 130.68it/s] 5879 28.9669 : 33%|███▎ | 1457/4420 [00:12<00:22, 130.68it/s] 5879 28.9669 : 33%|███▎ | 1471/4420 [00:12<00:22, 132.43it/s] 5899 28.3492 : 33%|███▎ | 1471/4420 [00:13<00:22, 132.43it/s] 5899 28.3492 : 34%|███▎ | 1486/4420 [00:13<00:21, 135.16it/s] 5919 27.6239 : 34%|███▎ | 1486/4420 [00:13<00:21, 135.16it/s] 5919 27.6239 : 34%|███▍ | 1501/4420 [00:13<00:21, 138.37it/s] 5919 27.6239 : 34%|███▍ | 1518/4420 [00:13<00:19, 145.83it/s] 5939 30.3127 : 34%|███▍ | 1518/4420 [00:13<00:19, 145.83it/s] 5939 30.3127 : 35%|███▍ | 1534/4420 [00:13<00:19, 149.06it/s] 5959 24.5595 : 35%|███▍ | 1534/4420 [00:13<00:19, 149.06it/s] 5959 24.5595 : 35%|███▌ | 1549/4420 [00:13<00:19, 149.10it/s] 5979 26.5658 : 35%|███▌ | 1549/4420 [00:13<00:19, 149.10it/s] 5979 26.5658 : 35%|███▌ | 1564/4420 [00:13<00:19, 148.57it/s] 5979 26.5658 : 36%|███▌ | 1579/4420 [00:13<00:19, 146.37it/s] 5999 28.2098 : 36%|███▌ | 1579/4420 [00:13<00:19, 146.37it/s] 5999 28.2098 : 36%|███▌ | 1594/4420 [00:13<00:19, 144.59it/s] 6019 29.4262 : 36%|███▌ | 1594/4420 [00:13<00:19, 144.59it/s] 6019 29.4262 : 36%|███▋ | 1609/4420 [00:13<00:19, 143.43it/s] 6039 26.8296 : 36%|███▋ | 1609/4420 [00:14<00:19, 143.43it/s] 6039 26.8296 : 37%|███▋ | 1624/4420 [00:14<00:19, 144.04it/s] 6059 30.6283 : 37%|███▋ | 1624/4420 [00:14<00:19, 144.04it/s] 6059 30.6283 : 37%|███▋ | 1640/4420 [00:14<00:18, 147.66it/s] 6059 30.6283 : 37%|███▋ | 1657/4420 [00:14<00:17, 153.64it/s] 6079 27.3653 : 37%|███▋ | 1657/4420 [00:14<00:17, 153.64it/s] 6079 27.3653 : 38%|███▊ | 1675/4420 [00:14<00:17, 161.01it/s] 6099 25.7888 : 38%|███▊ | 1675/4420 [00:14<00:17, 161.01it/s] 6099 25.7888 : 38%|███▊ | 1692/4420 [00:14<00:17, 157.48it/s] 6119 27.9237 : 38%|███▊ | 1692/4420 [00:14<00:17, 157.48it/s] 6119 27.9237 : 39%|███▊ | 1708/4420 [00:14<00:17, 153.42it/s] 6139 27.0455 : 39%|███▊ | 1708/4420 [00:14<00:17, 153.42it/s] 6139 27.0455 : 39%|███▉ | 1724/4420 [00:14<00:18, 149.61it/s] 6159 29.1776 : 39%|███▉ | 1724/4420 [00:14<00:18, 149.61it/s] 6159 29.1776 : 39%|███▉ | 1740/4420 [00:14<00:18, 144.22it/s] 6159 29.1776 : 40%|███▉ | 1755/4420 [00:14<00:18, 142.89it/s] 6179 30.3192 : 40%|███▉ | 1755/4420 [00:14<00:18, 142.89it/s] 6179 30.3192 : 40%|████ | 1770/4420 [00:15<00:18, 142.12it/s] 6199 29.4268 : 40%|████ | 1770/4420 [00:15<00:18, 142.12it/s] 6199 29.4268 : 40%|████ | 1785/4420 [00:15<00:18, 143.83it/s] 6219 30.8417 : 40%|████ | 1785/4420 [00:15<00:18, 143.83it/s] 6219 30.8417 : 41%|████ | 1801/4420 [00:15<00:17, 146.92it/s] 6219 30.8417 : 41%|████ | 1819/4420 [00:15<00:16, 154.67it/s] 6239 30.0745 : 41%|████ | 1819/4420 [00:15<00:16, 154.67it/s] 6239 30.0745 : 42%|████▏ | 1835/4420 [00:15<00:16, 156.05it/s] 6259 23.3657 : 42%|████▏ | 1835/4420 [00:15<00:16, 156.05it/s] 6259 23.3657 : 42%|████▏ | 1851/4420 [00:15<00:17, 147.70it/s] 6279 26.0346 : 42%|████▏ | 1851/4420 [00:15<00:17, 147.70it/s] 6279 26.0346 : 42%|████▏ | 1866/4420 [00:15<00:18, 141.12it/s] 6299 27.2836 : 42%|████▏ | 1866/4420 [00:15<00:18, 141.12it/s] 6299 27.2836 : 43%|████▎ | 1881/4420 [00:15<00:18, 135.68it/s] 6299 27.2836 : 43%|████▎ | 1895/4420 [00:15<00:19, 131.91it/s] 6319 27.5485 : 43%|████▎ | 1895/4420 [00:15<00:19, 131.91it/s] 6319 27.5485 : 43%|████▎ | 1909/4420 [00:16<00:19, 130.15it/s] 6339 26.6192 : 43%|████▎ | 1909/4420 [00:16<00:19, 130.15it/s] 6339 26.6192 : 44%|████▎ | 1923/4420 [00:16<00:19, 129.54it/s] 6339 26.6192 : 44%|████▍ | 1937/4420 [00:16<00:18, 131.13it/s] 6359 30.3417 : 44%|████▍ | 1937/4420 [00:16<00:18, 131.13it/s] 6359 30.3417 : 44%|████▍ | 1952/4420 [00:16<00:18, 134.10it/s] 6379 27.3501 : 44%|████▍ | 1952/4420 [00:16<00:18, 134.10it/s] 6379 27.3501 : 45%|████▍ | 1968/4420 [00:16<00:17, 141.05it/s] 6399 27.4614 : 45%|████▍ | 1968/4420 [00:16<00:17, 141.05it/s] 6399 27.4614 : 45%|████▍ | 1984/4420 [00:16<00:16, 144.41it/s] 6399 27.4614 : 45%|████▌ | 1999/4420 [00:16<00:17, 134.54it/s] 6419 26.6880 : 45%|████▌ | 1999/4420 [00:16<00:17, 134.54it/s] 6419 26.6880 : 46%|████▌ | 2013/4420 [00:16<00:18, 127.59it/s] 6439 23.1880 : 46%|████▌ | 2013/4420 [00:16<00:18, 127.59it/s] 6439 23.1880 : 46%|████▌ | 2026/4420 [00:16<00:19, 123.01it/s] 6439 23.1880 : 46%|████▌ | 2039/4420 [00:17<00:20, 118.67it/s] 6459 28.9120 : 46%|████▌ | 2039/4420 [00:17<00:20, 118.67it/s] 6459 28.9120 : 46%|████▋ | 2051/4420 [00:17<00:20, 117.21it/s] 6479 30.3427 : 46%|████▋ | 2051/4420 [00:17<00:20, 117.21it/s] 6479 30.3427 : 47%|████▋ | 2063/4420 [00:17<00:20, 115.92it/s] 6479 30.3427 : 47%|████▋ | 2075/4420 [00:17<00:20, 116.25it/s] 6499 30.4734 : 47%|████▋ | 2075/4420 [00:17<00:20, 116.25it/s] 6499 30.4734 : 47%|████▋ | 2088/4420 [00:17<00:19, 118.30it/s] 6519 30.8423 : 47%|████▋ | 2088/4420 [00:17<00:19, 118.30it/s] 6519 30.8423 : 48%|████▊ | 2101/4420 [00:17<00:19, 121.55it/s] 6519 30.8423 : 48%|████▊ | 2116/4420 [00:17<00:17, 128.49it/s] 6539 29.0117 : 48%|████▊ | 2116/4420 [00:17<00:17, 128.49it/s] 6539 29.0117 : 48%|████▊ | 2131/4420 [00:17<00:17, 134.57it/s] 6559 22.0074 : 48%|████▊ | 2131/4420 [00:17<00:17, 134.57it/s] 6559 22.0074 : 49%|████▊ | 2145/4420 [00:17<00:18, 125.04it/s] 6559 22.0074 : 49%|████▉ | 2158/4420 [00:18<00:19, 116.03it/s] 6579 22.4951 : 49%|████▉ | 2158/4420 [00:18<00:19, 116.03it/s] 6579 22.4951 : 49%|████▉ | 2170/4420 [00:18<00:20, 110.62it/s] 6599 26.2191 : 49%|████▉ | 2170/4420 [00:18<00:20, 110.62it/s] 6599 26.2191 : 49%|████▉ | 2182/4420 [00:18<00:20, 106.65it/s] 6599 26.2191 : 50%|████▉ | 2193/4420 [00:18<00:21, 105.79it/s] 6619 28.2534 : 50%|████▉ | 2193/4420 [00:18<00:21, 105.79it/s] 6619 28.2534 : 50%|████▉ | 2204/4420 [00:18<00:21, 103.87it/s] 6619 28.2534 : 50%|█████ | 2215/4420 [00:18<00:21, 104.27it/s] 6639 30.3577 : 50%|█████ | 2215/4420 [00:18<00:21, 104.27it/s] 6639 30.3577 : 50%|█████ | 2226/4420 [00:18<00:20, 104.94it/s] 6639 30.3577 : 51%|█████ | 2238/4420 [00:18<00:20, 107.78it/s] 6659 27.1228 : 51%|█████ | 2238/4420 [00:18<00:20, 107.78it/s] 6659 27.1228 : 51%|█████ | 2251/4420 [00:18<00:19, 112.96it/s] 6679 28.3244 : 51%|█████ | 2251/4420 [00:18<00:19, 112.96it/s] 6679 28.3244 : 51%|█████ | 2265/4420 [00:18<00:18, 119.10it/s] 6679 28.3244 : 52%|█████▏ | 2279/4420 [00:19<00:17, 124.76it/s] 6699 27.8031 : 52%|█████▏ | 2279/4420 [00:19<00:17, 124.76it/s] 6699 27.8031 : 52%|█████▏ | 2293/4420 [00:19<00:16, 126.08it/s] 6719 24.6167 : 52%|█████▏ | 2293/4420 [00:19<00:16, 126.08it/s] 6719 24.6167 : 52%|█████▏ | 2306/4420 [00:19<00:17, 123.32it/s] 6719 24.6167 : 52%|█████▏ | 2319/4420 [00:19<00:17, 121.46it/s] 6739 27.0853 : 52%|█████▏ | 2319/4420 [00:19<00:17, 121.46it/s] 6739 27.0853 : 53%|█████▎ | 2332/4420 [00:19<00:17, 118.28it/s] 6759 27.5990 : 53%|█████▎ | 2332/4420 [00:19<00:17, 118.28it/s] 6759 27.5990 : 53%|█████▎ | 2344/4420 [00:19<00:17, 118.17it/s] 6759 27.5990 : 53%|█████▎ | 2356/4420 [00:19<00:17, 117.78it/s] 6779 27.9386 : 53%|█████▎ | 2356/4420 [00:19<00:17, 117.78it/s] 6779 27.9386 : 54%|█████▎ | 2369/4420 [00:19<00:17, 119.47it/s] 6799 29.8271 : 54%|█████▎ | 2369/4420 [00:19<00:17, 119.47it/s] 6799 29.8271 : 54%|█████▍ | 2382/4420 [00:19<00:16, 120.16it/s] 6799 29.8271 : 54%|█████▍ | 2396/4420 [00:20<00:16, 123.80it/s] 6819 31.5534 : 54%|█████▍ | 2396/4420 [00:20<00:16, 123.80it/s] 6819 31.5534 : 55%|█████▍ | 2411/4420 [00:20<00:15, 130.44it/s] 6839 28.9784 : 55%|█████▍ | 2411/4420 [00:20<00:15, 130.44it/s] 6839 28.9784 : 55%|█████▍ | 2427/4420 [00:20<00:14, 137.81it/s] 6859 22.9382 : 55%|█████▍ | 2427/4420 [00:20<00:14, 137.81it/s] 6859 22.9382 : 55%|█████▌ | 2442/4420 [00:20<00:14, 140.64it/s] 6859 22.9382 : 56%|█████▌ | 2457/4420 [00:20<00:14, 139.70it/s] 6879 27.5962 : 56%|█████▌ | 2457/4420 [00:20<00:14, 139.70it/s] 6879 27.5962 : 56%|█████▌ | 2471/4420 [00:20<00:14, 137.86it/s] 6899 29.0349 : 56%|█████▌ | 2471/4420 [00:20<00:14, 137.86it/s] 6899 29.0349 : 56%|█████▌ | 2485/4420 [00:20<00:14, 135.82it/s] 6899 29.0349 : 57%|█████▋ | 2499/4420 [00:20<00:14, 135.19it/s] 6919 29.6793 : 57%|█████▋ | 2499/4420 [00:20<00:14, 135.19it/s] 6919 29.6793 : 57%|█████▋ | 2513/4420 [00:20<00:14, 134.97it/s] 6939 29.8235 : 57%|█████▋ | 2513/4420 [00:20<00:14, 134.97it/s] 6939 29.8235 : 57%|█████▋ | 2527/4420 [00:20<00:13, 135.84it/s] 6959 30.4756 : 57%|█████▋ | 2527/4420 [00:21<00:13, 135.84it/s] 6959 30.4756 : 58%|█████▊ | 2542/4420 [00:21<00:13, 139.03it/s] 6959 30.4756 : 58%|█████▊ | 2558/4420 [00:21<00:12, 144.23it/s] 6979 31.5373 : 58%|█████▊ | 2558/4420 [00:21<00:12, 144.23it/s] 6979 31.5373 : 58%|█████▊ | 2576/4420 [00:21<00:12, 152.35it/s] 6999 28.1906 : 58%|█████▊ | 2576/4420 [00:21<00:12, 152.35it/s] 6999 28.1906 : 59%|█████▊ | 2593/4420 [00:21<00:11, 156.73it/s] 7019 25.7291 : 59%|█████▊ | 2593/4420 [00:21<00:11, 156.73it/s] 7019 25.7291 : 59%|█████▉ | 2609/4420 [00:21<00:11, 154.07it/s] 7039 26.5620 : 59%|█████▉ | 2609/4420 [00:21<00:11, 154.07it/s] 7039 26.5620 : 59%|█████▉ | 2625/4420 [00:21<00:11, 151.76it/s] 7059 31.0930 : 59%|█████▉ | 2625/4420 [00:21<00:11, 151.76it/s] 7059 31.0930 : 60%|█████▉ | 2641/4420 [00:21<00:12, 148.16it/s] 7059 31.0930 : 60%|██████ | 2656/4420 [00:21<00:11, 147.90it/s] 7079 30.9522 : 60%|██████ | 2656/4420 [00:21<00:11, 147.90it/s] 7079 30.9522 : 60%|██████ | 2671/4420 [00:21<00:11, 147.45it/s] 7099 30.8551 : 60%|██████ | 2671/4420 [00:22<00:11, 147.45it/s] 7099 30.8551 : 61%|██████ | 2686/4420 [00:22<00:11, 148.15it/s] 7119 31.3811 : 61%|██████ | 2686/4420 [00:22<00:11, 148.15it/s] 7119 31.3811 : 61%|██████ | 2703/4420 [00:22<00:11, 152.39it/s] 7139 29.0475 : 61%|██████ | 2703/4420 [00:22<00:11, 152.39it/s] 7139 29.0475 : 62%|██████▏ | 2721/4420 [00:22<00:10, 160.13it/s] 7159 27.6501 : 62%|██████▏ | 2721/4420 [00:22<00:10, 160.13it/s] 7159 27.6501 : 62%|██████▏ | 2740/4420 [00:22<00:10, 167.65it/s] 7159 27.6501 : 62%|██████▏ | 2757/4420 [00:22<00:10, 162.18it/s] 7179 25.3591 : 62%|██████▏ | 2757/4420 [00:22<00:10, 162.18it/s] 7179 25.3591 : 63%|██████▎ | 2774/4420 [00:22<00:10, 155.75it/s] 7199 26.8551 : 63%|██████▎ | 2774/4420 [00:22<00:10, 155.75it/s] 7199 26.8551 : 63%|██████▎ | 2790/4420 [00:22<00:10, 149.62it/s] 7219 29.4511 : 63%|██████▎ | 2790/4420 [00:22<00:10, 149.62it/s] 7219 29.4511 : 63%|██████▎ | 2806/4420 [00:22<00:10, 147.33it/s] 7239 26.3320 : 63%|██████▎ | 2806/4420 [00:22<00:10, 147.33it/s] 7239 26.3320 : 64%|██████▍ | 2821/4420 [00:22<00:10, 146.70it/s] 7239 26.3320 : 64%|██████▍ | 2836/4420 [00:23<00:10, 147.31it/s] 7259 28.9759 : 64%|██████▍ | 2836/4420 [00:23<00:10, 147.31it/s] 7259 28.9759 : 65%|██████▍ | 2852/4420 [00:23<00:10, 150.29it/s] 7279 31.4484 : 65%|██████▍ | 2852/4420 [00:23<00:10, 150.29it/s] 7279 31.4484 : 65%|██████▍ | 2870/4420 [00:23<00:09, 157.47it/s] 7299 30.8190 : 65%|██████▍ | 2870/4420 [00:23<00:09, 157.47it/s] 7299 30.8190 : 65%|██████▌ | 2889/4420 [00:23<00:09, 165.18it/s] 7319 26.5634 : 65%|██████▌ | 2889/4420 [00:23<00:09, 165.18it/s] 7319 26.5634 : 66%|██████▌ | 2906/4420 [00:23<00:09, 158.63it/s] 7339 27.6786 : 66%|██████▌ | 2906/4420 [00:23<00:09, 158.63it/s] 7339 27.6786 : 66%|██████▌ | 2922/4420 [00:23<00:10, 147.89it/s] 7339 27.6786 : 66%|██████▋ | 2937/4420 [00:23<00:10, 140.89it/s] 7359 31.0395 : 66%|██████▋ | 2937/4420 [00:23<00:10, 140.89it/s] 7359 31.0395 : 67%|██████▋ | 2952/4420 [00:23<00:10, 135.74it/s] 7379 27.9566 : 67%|██████▋ | 2952/4420 [00:23<00:10, 135.74it/s] 7379 27.9566 : 67%|██████▋ | 2966/4420 [00:23<00:10, 132.41it/s] 7399 29.6122 : 67%|██████▋ | 2966/4420 [00:24<00:10, 132.41it/s] 7399 29.6122 : 67%|██████▋ | 2980/4420 [00:24<00:10, 131.55it/s] 7399 29.6122 : 68%|██████▊ | 2994/4420 [00:24<00:10, 131.38it/s] 7419 29.9743 : 68%|██████▊ | 2994/4420 [00:24<00:10, 131.38it/s] 7419 29.9743 : 68%|██████▊ | 3009/4420 [00:24<00:10, 135.06it/s] 7439 29.7364 : 68%|██████▊ | 3009/4420 [00:24<00:10, 135.06it/s] 7439 29.7364 : 68%|██████▊ | 3025/4420 [00:24<00:09, 140.49it/s] 7459 27.2081 : 68%|██████▊ | 3025/4420 [00:24<00:09, 140.49it/s] 7459 27.2081 : 69%|██████▉ | 3042/4420 [00:24<00:09, 147.13it/s] 7459 27.2081 : 69%|██████▉ | 3057/4420 [00:24<00:09, 138.88it/s] 7479 27.3237 : 69%|██████▉ | 3057/4420 [00:24<00:09, 138.88it/s] 7479 27.3237 : 69%|██████▉ | 3071/4420 [00:24<00:10, 126.24it/s] 7499 26.2474 : 69%|██████▉ | 3071/4420 [00:24<00:10, 126.24it/s] 7499 26.2474 : 70%|██████▉ | 3084/4420 [00:24<00:11, 119.79it/s] 7499 26.2474 : 70%|███████ | 3097/4420 [00:24<00:11, 112.14it/s] 7519 27.4564 : 70%|███████ | 3097/4420 [00:24<00:11, 112.14it/s] 7519 27.4564 : 70%|███████ | 3109/4420 [00:25<00:12, 108.98it/s] 7539 27.7071 : 70%|███████ | 3109/4420 [00:25<00:12, 108.98it/s] 7539 27.7071 : 71%|███████ | 3121/4420 [00:25<00:12, 105.35it/s] 7539 27.7071 : 71%|███████ | 3132/4420 [00:25<00:12, 105.13it/s] 7559 27.5573 : 71%|███████ | 3132/4420 [00:25<00:12, 105.13it/s] 7559 27.5573 : 71%|███████ | 3143/4420 [00:25<00:12, 105.30it/s] 7559 27.5573 : 71%|███████▏ | 3155/4420 [00:25<00:11, 107.34it/s] 7579 28.3053 : 71%|███████▏ | 3155/4420 [00:25<00:11, 107.34it/s] 7579 28.3053 : 72%|███████▏ | 3167/4420 [00:25<00:11, 110.51it/s] 7599 28.0944 : 72%|███████▏ | 3167/4420 [00:25<00:11, 110.51it/s] 7599 28.0944 : 72%|███████▏ | 3180/4420 [00:25<00:10, 115.10it/s] 7599 28.0944 : 72%|███████▏ | 3194/4420 [00:25<00:10, 120.12it/s] 7619 24.3215 : 72%|███████▏ | 3194/4420 [00:25<00:10, 120.12it/s] 7619 24.3215 : 73%|███████▎ | 3207/4420 [00:25<00:10, 112.37it/s] 7619 24.3215 : 73%|███████▎ | 3219/4420 [00:26<00:11, 100.94it/s] 7639 24.6762 : 73%|███████▎ | 3219/4420 [00:26<00:11, 100.94it/s] 7639 24.6762 : 73%|███████▎ | 3230/4420 [00:26<00:12, 93.60it/s] 7659 22.8520 : 73%|███████▎ | 3230/4420 [00:26<00:12, 93.60it/s] 7659 22.8520 : 73%|███████▎ | 3240/4420 [00:26<00:13, 87.09it/s] 7659 22.8520 : 74%|███████▎ | 3249/4420 [00:26<00:13, 84.50it/s] 7659 22.8520 : 74%|███████▎ | 3258/4420 [00:26<00:14, 82.45it/s] 7679 23.8671 : 74%|███████▎ | 3258/4420 [00:26<00:14, 82.45it/s] 7679 23.8671 : 74%|███████▍ | 3267/4420 [00:26<00:14, 80.12it/s] 7679 23.8671 : 74%|███████▍ | 3276/4420 [00:26<00:14, 80.25it/s] 7699 26.0645 : 74%|███████▍ | 3276/4420 [00:26<00:14, 80.25it/s] 7699 26.0645 : 74%|███████▍ | 3285/4420 [00:26<00:14, 79.63it/s] 7699 26.0645 : 75%|███████▍ | 3294/4420 [00:27<00:14, 79.84it/s] 7719 24.7471 : 75%|███████▍ | 3294/4420 [00:27<00:14, 79.84it/s] 7719 24.7471 : 75%|███████▍ | 3303/4420 [00:27<00:13, 81.71it/s] 7719 24.7471 : 75%|███████▍ | 3313/4420 [00:27<00:13, 84.97it/s] 7739 26.2818 : 75%|███████▍ | 3313/4420 [00:27<00:13, 84.97it/s] 7739 26.2818 : 75%|███████▌ | 3323/4420 [00:27<00:12, 88.20it/s] 7739 26.2818 : 75%|███████▌ | 3333/4420 [00:27<00:11, 90.79it/s] 7759 23.5321 : 75%|███████▌ | 3333/4420 [00:27<00:11, 90.79it/s] 7759 23.5321 : 76%|███████▌ | 3343/4420 [00:27<00:11, 92.13it/s] 7759 23.5321 : 76%|███████▌ | 3353/4420 [00:27<00:11, 93.47it/s] 7779 23.2960 : 76%|███████▌ | 3353/4420 [00:27<00:11, 93.47it/s] 7779 23.2960 : 76%|███████▌ | 3363/4420 [00:27<00:11, 91.76it/s] 7779 23.2960 : 76%|███████▋ | 3373/4420 [00:27<00:11, 91.15it/s] 7799 25.8141 : 76%|███████▋ | 3373/4420 [00:28<00:11, 91.15it/s] 7799 25.8141 : 77%|███████▋ | 3383/4420 [00:28<00:11, 89.32it/s] 7799 25.8141 : 77%|███████▋ | 3392/4420 [00:28<00:11, 86.00it/s] 7819 27.3422 : 77%|███████▋ | 3392/4420 [00:28<00:11, 86.00it/s] 7819 27.3422 : 77%|███████▋ | 3401/4420 [00:28<00:11, 85.35it/s] 7819 27.3422 : 77%|███████▋ | 3410/4420 [00:28<00:11, 84.82it/s] 7819 27.3422 : 77%|███████▋ | 3419/4420 [00:28<00:11, 83.58it/s] 7839 25.9446 : 77%|███████▋ | 3419/4420 [00:28<00:11, 83.58it/s] 7839 25.9446 : 78%|███████▊ | 3428/4420 [00:28<00:11, 84.46it/s] 7839 25.9446 : 78%|███████▊ | 3437/4420 [00:28<00:11, 85.09it/s] 7859 26.8905 : 78%|███████▊ | 3437/4420 [00:28<00:11, 85.09it/s] 7859 26.8905 : 78%|███████▊ | 3446/4420 [00:28<00:11, 85.62it/s] 7859 26.8905 : 78%|███████▊ | 3456/4420 [00:28<00:10, 88.61it/s] 7879 28.5629 : 78%|███████▊ | 3456/4420 [00:28<00:10, 88.61it/s] 7879 28.5629 : 78%|███████▊ | 3466/4420 [00:29<00:10, 91.11it/s] 7879 28.5629 : 79%|███████▊ | 3476/4420 [00:29<00:10, 93.65it/s] 7899 26.3306 : 79%|███████▊ | 3476/4420 [00:29<00:10, 93.65it/s] 7899 26.3306 : 79%|███████▉ | 3487/4420 [00:29<00:09, 96.66it/s] 7899 26.3306 : 79%|███████▉ | 3498/4420 [00:29<00:09, 98.19it/s] 7919 26.7755 : 79%|███████▉ | 3498/4420 [00:29<00:09, 98.19it/s] 7919 26.7755 : 79%|███████▉ | 3508/4420 [00:29<00:09, 98.31it/s] 7919 26.7755 : 80%|███████▉ | 3518/4420 [00:29<00:09, 98.42it/s] 7939 28.9042 : 80%|███████▉ | 3518/4420 [00:29<00:09, 98.42it/s] 7939 28.9042 : 80%|███████▉ | 3529/4420 [00:29<00:09, 98.90it/s] 7939 28.9042 : 80%|████████ | 3539/4420 [00:29<00:09, 96.76it/s] 7959 29.1772 : 80%|████████ | 3539/4420 [00:29<00:09, 96.76it/s] 7959 29.1772 : 80%|████████ | 3549/4420 [00:29<00:09, 96.33it/s] 7959 29.1772 : 81%|████████ | 3559/4420 [00:29<00:08, 96.17it/s] 7979 30.1450 : 81%|████████ | 3559/4420 [00:29<00:08, 96.17it/s] 7979 30.1450 : 81%|████████ | 3569/4420 [00:30<00:08, 96.45it/s] 7999 27.8215 : 81%|████████ | 3569/4420 [00:30<00:08, 96.45it/s] 7999 27.8215 : 81%|████████ | 3580/4420 [00:30<00:08, 97.74it/s] 7999 27.8215 : 81%|████████ | 3591/4420 [00:30<00:08, 99.17it/s] 8019 26.9890 : 81%|████████ | 3591/4420 [00:30<00:08, 99.17it/s] 8019 26.9890 : 81%|████████▏ | 3602/4420 [00:30<00:08, 100.86it/s] 8019 26.9890 : 82%|████████▏ | 3614/4420 [00:30<00:07, 106.12it/s] 8039 30.1892 : 82%|████████▏ | 3614/4420 [00:30<00:07, 106.12it/s] 8039 30.1892 : 82%|████████▏ | 3627/4420 [00:30<00:07, 111.27it/s] 8059 26.8339 : 82%|████████▏ | 3627/4420 [00:30<00:07, 111.27it/s] 8059 26.8339 : 82%|████████▏ | 3640/4420 [00:30<00:06, 114.92it/s] 8059 26.8339 : 83%|████████▎ | 3652/4420 [00:30<00:06, 116.01it/s] 8079 26.7812 : 83%|████████▎ | 3652/4420 [00:30<00:06, 116.01it/s] 8079 26.7812 : 83%|████████▎ | 3664/4420 [00:30<00:06, 115.58it/s] 8079 26.7812 : 83%|████████▎ | 3676/4420 [00:31<00:06, 114.13it/s] 8099 29.9099 : 83%|████████▎ | 3676/4420 [00:31<00:06, 114.13it/s] 8099 29.9099 : 83%|████████▎ | 3688/4420 [00:31<00:06, 111.91it/s] 8119 29.8256 : 83%|████████▎ | 3688/4420 [00:31<00:06, 111.91it/s] 8119 29.8256 : 84%|████████▎ | 3700/4420 [00:31<00:06, 109.25it/s] 8119 29.8256 : 84%|████████▍ | 3711/4420 [00:31<00:06, 109.02it/s] 8139 30.1743 : 84%|████████▍ | 3711/4420 [00:31<00:06, 109.02it/s] 8139 30.1743 : 84%|████████▍ | 3722/4420 [00:31<00:06, 108.46it/s] 8139 30.1743 : 84%|████████▍ | 3733/4420 [00:31<00:06, 108.80it/s] 8159 30.3662 : 84%|████████▍ | 3733/4420 [00:31<00:06, 108.80it/s] 8159 30.3662 : 85%|████████▍ | 3744/4420 [00:31<00:06, 108.80it/s] 8159 30.3662 : 85%|████████▌ | 3757/4420 [00:31<00:05, 112.50it/s] 8179 31.3649 : 85%|████████▌ | 3757/4420 [00:31<00:05, 112.50it/s] 8179 31.3649 : 85%|████████▌ | 3771/4420 [00:31<00:05, 118.10it/s] 8199 32.8330 : 85%|████████▌ | 3771/4420 [00:31<00:05, 118.10it/s] 8199 32.8330 : 86%|████████▌ | 3785/4420 [00:31<00:05, 122.96it/s] 8199 32.8330 : 86%|████████▌ | 3799/4420 [00:32<00:04, 125.83it/s] 8219 28.1225 : 86%|████████▌ | 3799/4420 [00:32<00:04, 125.83it/s] 8219 28.1225 : 86%|████████▌ | 3812/4420 [00:32<00:04, 126.62it/s] 8239 26.7386 : 86%|████████▌ | 3812/4420 [00:32<00:04, 126.62it/s] 8239 26.7386 : 87%|████████▋ | 3825/4420 [00:32<00:04, 124.20it/s] 8239 26.7386 : 87%|████████▋ | 3838/4420 [00:32<00:04, 121.46it/s] 8259 28.3010 : 87%|████████▋ | 3838/4420 [00:32<00:04, 121.46it/s] 8259 28.3010 : 87%|████████▋ | 3851/4420 [00:32<00:04, 118.79it/s] 8279 30.3928 : 87%|████████▋ | 3851/4420 [00:32<00:04, 118.79it/s] 8279 30.3928 : 87%|████████▋ | 3863/4420 [00:32<00:04, 117.96it/s] 8279 30.3928 : 88%|████████▊ | 3875/4420 [00:32<00:04, 117.60it/s] 8299 29.5279 : 88%|████████▊ | 3875/4420 [00:32<00:04, 117.60it/s] 8299 29.5279 : 88%|████████▊ | 3887/4420 [00:32<00:04, 117.73it/s] 8319 30.3257 : 88%|████████▊ | 3887/4420 [00:32<00:04, 117.73it/s] 8319 30.3257 : 88%|████████▊ | 3900/4420 [00:32<00:04, 118.59it/s] 8319 30.3257 : 89%|████████▊ | 3914/4420 [00:33<00:04, 123.75it/s] 8339 32.3499 : 89%|████████▊ | 3914/4420 [00:33<00:04, 123.75it/s] 8339 32.3499 : 89%|████████▉ | 3929/4420 [00:33<00:03, 129.06it/s] 8359 31.6987 : 89%|████████▉ | 3929/4420 [00:33<00:03, 129.06it/s] 8359 31.6987 : 89%|████████▉ | 3944/4420 [00:33<00:03, 132.70it/s] 8359 31.6987 : 90%|████████▉ | 3958/4420 [00:33<00:03, 134.14it/s] 8379 30.3634 : 90%|████████▉ | 3958/4420 [00:33<00:03, 134.14it/s] 8379 30.3634 : 90%|████████▉ | 3972/4420 [00:33<00:03, 132.32it/s] 8399 28.3249 : 90%|████████▉ | 3972/4420 [00:33<00:03, 132.32it/s] 8399 28.3249 : 90%|█████████ | 3986/4420 [00:33<00:03, 128.15it/s] 8399 28.3249 : 90%|█████████ | 3999/4420 [00:33<00:03, 124.27it/s] 8419 30.4790 : 90%|█████████ | 3999/4420 [00:33<00:03, 124.27it/s] 8419 30.4790 : 91%|█████████ | 4012/4420 [00:33<00:03, 122.66it/s] 8439 29.4408 : 91%|█████████ | 4012/4420 [00:33<00:03, 122.66it/s] 8439 29.4408 : 91%|█████████ | 4025/4420 [00:33<00:03, 120.42it/s] 8439 29.4408 : 91%|█████████▏| 4038/4420 [00:34<00:03, 119.73it/s] 8459 30.3802 : 91%|█████████▏| 4038/4420 [00:34<00:03, 119.73it/s] 8459 30.3802 : 92%|█████████▏| 4051/4420 [00:34<00:03, 120.18it/s] 8479 33.7110 : 92%|█████████▏| 4051/4420 [00:34<00:03, 120.18it/s] 8479 33.7110 : 92%|█████████▏| 4065/4420 [00:34<00:02, 124.34it/s] 8499 33.9482 : 92%|█████████▏| 4065/4420 [00:34<00:02, 124.34it/s] 8499 33.9482 : 92%|█████████▏| 4080/4420 [00:34<00:02, 129.47it/s] 8499 33.9482 : 93%|█████████▎| 4095/4420 [00:34<00:02, 133.87it/s] 8519 32.3067 : 93%|█████████▎| 4095/4420 [00:34<00:02, 133.87it/s] 8519 32.3067 : 93%|█████████▎| 4109/4420 [00:34<00:02, 135.27it/s] 8539 25.2188 : 93%|█████████▎| 4109/4420 [00:34<00:02, 135.27it/s] 8539 25.2188 : 93%|█████████▎| 4123/4420 [00:34<00:02, 131.56it/s] 8539 25.2188 : 94%|█████████▎| 4137/4420 [00:34<00:02, 125.15it/s] 8559 27.1614 : 94%|█████████▎| 4137/4420 [00:34<00:02, 125.15it/s] 8559 27.1614 : 94%|█████████▍| 4150/4420 [00:34<00:02, 119.47it/s] 8579 28.1732 : 94%|█████████▍| 4150/4420 [00:34<00:02, 119.47it/s] 8579 28.1732 : 94%|█████████▍| 4163/4420 [00:35<00:02, 116.22it/s] 8579 28.1732 : 94%|█████████▍| 4175/4420 [00:35<00:02, 114.53it/s] 8599 26.3419 : 94%|█████████▍| 4175/4420 [00:35<00:02, 114.53it/s] 8599 26.3419 : 95%|█████████▍| 4187/4420 [00:35<00:02, 113.93it/s] 8599 26.3419 : 95%|█████████▌| 4199/4420 [00:35<00:01, 113.20it/s] 8619 30.0930 : 95%|█████████▌| 4199/4420 [00:35<00:01, 113.20it/s] 8619 30.0930 : 95%|█████████▌| 4212/4420 [00:35<00:01, 115.48it/s] 8639 33.1123 : 95%|█████████▌| 4212/4420 [00:35<00:01, 115.48it/s] 8639 33.1123 : 96%|█████████▌| 4226/4420 [00:35<00:01, 120.79it/s] 8659 31.6339 : 96%|█████████▌| 4226/4420 [00:35<00:01, 120.79it/s] 8659 31.6339 : 96%|█████████▌| 4240/4420 [00:35<00:01, 124.57it/s] 8659 31.6339 : 96%|█████████▌| 4254/4420 [00:35<00:01, 127.67it/s] 8679 30.3343 : 96%|█████████▌| 4254/4420 [00:35<00:01, 127.67it/s] 8679 30.3343 : 97%|█████████▋| 4268/4420 [00:35<00:01, 127.93it/s] 8699 22.8512 : 97%|█████████▋| 4268/4420 [00:36<00:01, 127.93it/s] 8699 22.8512 : 97%|█████████▋| 4281/4420 [00:36<00:01, 109.50it/s] 8699 22.8512 : 97%|█████████▋| 4293/4420 [00:36<00:01, 99.50it/s] 8719 24.4231 : 97%|█████████▋| 4293/4420 [00:36<00:01, 99.50it/s] 8719 24.4231 : 97%|█████████▋| 4304/4420 [00:36<00:01, 92.51it/s] 8719 24.4231 : 98%|█████████▊| 4314/4420 [00:36<00:01, 89.83it/s] 8739 24.8684 : 98%|█████████▊| 4314/4420 [00:36<00:01, 89.83it/s] 8739 24.8684 : 98%|█████████▊| 4324/4420 [00:36<00:01, 88.10it/s] 8739 24.8684 : 98%|█████████▊| 4333/4420 [00:36<00:00, 87.50it/s] 8759 24.8304 : 98%|█████████▊| 4333/4420 [00:36<00:00, 87.50it/s] 8759 24.8304 : 98%|█████████▊| 4342/4420 [00:36<00:00, 86.81it/s] 8759 24.8304 : 98%|█████████▊| 4351/4420 [00:36<00:00, 86.84it/s] 8779 27.0529 : 98%|█████████▊| 4351/4420 [00:36<00:00, 86.84it/s] 8779 27.0529 : 99%|█████████▊| 4361/4420 [00:36<00:00, 88.10it/s] 8779 27.0529 : 99%|█████████▉| 4372/4420 [00:37<00:00, 92.94it/s] 8799 26.9276 : 99%|█████████▉| 4372/4420 [00:37<00:00, 92.94it/s] 8799 26.9276 : 99%|█████████▉| 4383/4420 [00:37<00:00, 96.44it/s] 8799 26.9276 : 99%|█████████▉| 4394/4420 [00:37<00:00, 98.20it/s] 8819 26.8998 : 99%|█████████▉| 4394/4420 [00:37<00:00, 98.20it/s] 8819 26.8998 : 100%|█████████▉| 4405/4420 [00:37<00:00, 100.57it/s] 8819 26.8998 : 100%|█████████▉| 4416/4420 [00:37<00:00, 101.02it/s] 8839 19.2216 : 100%|█████████▉| 4416/4420 [00:37<00:00, 101.02it/s] 8839 19.2216 : 100%|██████████| 4420/4420 [00:37<00:00, 117.71it/s] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 2 epoch_size: 29 batches_per_epoch: 29 batch_size: 1 optim_type: 'image' 0%| | 0/29 [00:00<?, ?it/s]/root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/torch/nn/functional.py:3609: UserWarning: Default upsampling behavior when mode=bilinear is changed to align_corners=False since 0.4.0. Please specify align_corners=True if the old behavior is desired. See the documentation of nn.Upsample for details. warnings.warn( /root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/torch/nn/functional.py:3657: UserWarning: The default behavior for interpolate/upsample with float scale_factor changed in 1.6.0 to align with other frameworks/libraries, and now uses scale_factor directly, instead of relying on the computed output size. If you wish to restore the old behavior, please set recompute_scale_factor=True. See the documentation of nn.Upsample for details. warnings.warn( /root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/torch/nn/functional.py:718: UserWarning: Named tensors and all their associated APIs are an experimental feature and subject to change. Please do not use them for anything important until they are released as stable. (Triggered internally at /pytorch/c10/core/TensorImpl.h:1156.) return torch.max_pool2d(input, kernel_size, stride, padding, dilation, ceil_mode) 3%|▎ | 1/29 [00:01<00:51, 1.83s/it] 7%|▋ | 2/29 [00:03<00:47, 1.75s/it] 10%|█ | 3/29 [00:05<00:44, 1.72s/it] 14%|█▍ | 4/29 [00:06<00:38, 1.55s/it] 17%|█▋ | 5/29 [00:08<00:36, 1.53s/it] 21%|██ | 6/29 [00:09<00:35, 1.53s/it] 24%|██▍ | 7/29 [00:10<00:31, 1.44s/it] 28%|██▊ | 8/29 [00:12<00:33, 1.59s/it] 31%|███ | 9/29 [00:13<00:29, 1.45s/it] 34%|███▍ | 10/29 [00:15<00:26, 1.42s/it] 38%|███▊ | 11/29 [00:16<00:25, 1.41s/it] 41%|████▏ | 12/29 [00:17<00:21, 1.29s/it] 45%|████▍ | 13/29 [00:18<00:20, 1.26s/it] 48%|████▊ | 14/29 [00:20<00:20, 1.34s/it] 52%|█████▏ | 15/29 [00:21<00:17, 1.26s/it] 55%|█████▌ | 16/29 [00:23<00:19, 1.47s/it] 59%|█████▊ | 17/29 [00:24<00:17, 1.48s/it] 62%|██████▏ | 18/29 [00:26<00:17, 1.62s/it] 66%|██████▌ | 19/29 [00:28<00:16, 1.62s/it] 8859 0.3471 0.0153 0.0023 : 66%|██████▌ | 19/29 [00:29<00:16, 1.62s/it] 8859 0.3471 0.0153 0.0023 : 69%|██████▉ | 20/29 [00:29<00:13, 1.52s/it] 8859 0.3471 0.0153 0.0023 : 72%|███████▏ | 21/29 [00:31<00:12, 1.55s/it] 8859 0.3471 0.0153 0.0023 : 76%|███████▌ | 22/29 [00:32<00:10, 1.48s/it] 8859 0.3471 0.0153 0.0023 : 79%|███████▉ | 23/29 [00:33<00:07, 1.32s/it] 8859 0.3471 0.0153 0.0023 : 83%|████████▎ | 24/29 [00:34<00:06, 1.25s/it] 8859 0.3471 0.0153 0.0023 : 86%|████████▌ | 25/29 [00:36<00:05, 1.40s/it] 8859 0.3471 0.0153 0.0023 : 90%|████████▉ | 26/29 [00:37<00:04, 1.39s/it] 8859 0.3471 0.0153 0.0023 : 93%|█████████▎| 27/29 [00:38<00:02, 1.32s/it] 8859 0.3471 0.0153 0.0023 : 97%|█████████▋| 28/29 [00:40<00:01, 1.33s/it] 8859 0.3471 0.0153 0.0023 : 100%|██████████| 29/29 [00:41<00:00, 1.35s/it] 8859 0.3471 0.0153 0.0023 : 100%|██████████| 29/29 [00:41<00:00, 1.44s/it] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 3 epoch_size: 29 batches_per_epoch: 29 batch_size: 1 optim_type: 'image' 0%| | 0/29 [00:00<?, ?it/s] 3%|▎ | 1/29 [00:01<00:53, 1.92s/it] 7%|▋ | 2/29 [00:03<00:51, 1.92s/it] 10%|█ | 3/29 [00:05<00:43, 1.68s/it] 14%|█▍ | 4/29 [00:07<00:44, 1.78s/it] 17%|█▋ | 5/29 [00:08<00:40, 1.67s/it] 21%|██ | 6/29 [00:09<00:34, 1.50s/it] 24%|██▍ | 7/29 [00:11<00:37, 1.70s/it] 28%|██▊ | 8/29 [00:13<00:32, 1.54s/it] 31%|███ | 9/29 [00:14<00:29, 1.49s/it] 34%|███▍ | 10/29 [00:15<00:27, 1.45s/it] 38%|███▊ | 11/29 [00:17<00:29, 1.65s/it] 41%|████▏ | 12/29 [00:18<00:24, 1.45s/it] 45%|████▍ | 13/29 [00:20<00:22, 1.40s/it] 48%|████▊ | 14/29 [00:21<00:20, 1.36s/it] 52%|█████▏ | 15/29 [00:22<00:19, 1.39s/it] 55%|█████▌ | 16/29 [00:23<00:16, 1.26s/it] 59%|█████▊ | 17/29 [00:24<00:14, 1.20s/it] 62%|██████▏ | 18/29 [00:26<00:13, 1.26s/it] 66%|██████▌ | 19/29 [00:27<00:12, 1.25s/it] 8888 0.2967 0.0170 0.0027 : 66%|██████▌ | 19/29 [00:28<00:12, 1.25s/it] 8888 0.2967 0.0170 0.0027 : 69%|██████▉ | 20/29 [00:28<00:11, 1.25s/it] 8888 0.2967 0.0170 0.0027 : 72%|███████▏ | 21/29 [00:30<00:11, 1.38s/it] 8888 0.2967 0.0170 0.0027 : 76%|███████▌ | 22/29 [00:32<00:10, 1.53s/it] 8888 0.2967 0.0170 0.0027 : 79%|███████▉ | 23/29 [00:33<00:08, 1.41s/it] 8888 0.2967 0.0170 0.0027 : 83%|████████▎ | 24/29 [00:34<00:06, 1.33s/it] 8888 0.2967 0.0170 0.0027 : 86%|████████▌ | 25/29 [00:36<00:05, 1.33s/it] 8888 0.2967 0.0170 0.0027 : 90%|████████▉ | 26/29 [00:36<00:03, 1.21s/it] 8888 0.2967 0.0170 0.0027 : 93%|█████████▎| 27/29 [00:38<00:02, 1.24s/it] 8888 0.2967 0.0170 0.0027 : 97%|█████████▋| 28/29 [00:40<00:01, 1.50s/it] 8888 0.2967 0.0170 0.0027 : 100%|██████████| 29/29 [00:41<00:00, 1.39s/it] 8888 0.2967 0.0170 0.0027 : 100%|██████████| 29/29 [00:41<00:00, 1.43s/it] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 4 epoch_size: 29 batches_per_epoch: 29 batch_size: 1 optim_type: 'image' 0%| | 0/29 [00:00<?, ?it/s] 3%|▎ | 1/29 [00:01<00:52, 1.86s/it] 7%|▋ | 2/29 [00:03<00:41, 1.55s/it] 10%|█ | 3/29 [00:04<00:37, 1.44s/it] 14%|█▍ | 4/29 [00:06<00:40, 1.63s/it] 17%|█▋ | 5/29 [00:07<00:37, 1.57s/it] 21%|██ | 6/29 [00:09<00:35, 1.54s/it] 24%|██▍ | 7/29 [00:10<00:32, 1.47s/it] 28%|██▊ | 8/29 [00:11<00:27, 1.33s/it] 31%|███ | 9/29 [00:13<00:26, 1.35s/it] 34%|███▍ | 10/29 [00:14<00:25, 1.33s/it] 38%|███▊ | 11/29 [00:15<00:23, 1.31s/it] 41%|████▏ | 12/29 [00:17<00:24, 1.43s/it] 45%|████▍ | 13/29 [00:18<00:21, 1.34s/it] 48%|████▊ | 14/29 [00:19<00:19, 1.29s/it] 52%|█████▏ | 15/29 [00:21<00:20, 1.48s/it] 55%|█████▌ | 16/29 [00:22<00:18, 1.42s/it] 59%|█████▊ | 17/29 [00:24<00:16, 1.34s/it] 62%|██████▏ | 18/29 [00:25<00:14, 1.36s/it] 66%|██████▌ | 19/29 [00:26<00:13, 1.35s/it] 8917 0.2887 0.0188 0.0037 : 66%|██████▌ | 19/29 [00:27<00:13, 1.35s/it] 8917 0.2887 0.0188 0.0037 : 69%|██████▉ | 20/29 [00:27<00:11, 1.23s/it] 8917 0.2887 0.0188 0.0037 : 72%|███████▏ | 21/29 [00:29<00:10, 1.34s/it] 8917 0.2887 0.0188 0.0037 : 76%|███████▌ | 22/29 [00:30<00:08, 1.24s/it] 8917 0.2887 0.0188 0.0037 : 79%|███████▉ | 23/29 [00:32<00:08, 1.39s/it] 8917 0.2887 0.0188 0.0037 : 83%|████████▎ | 24/29 [00:33<00:06, 1.37s/it] 8917 0.2887 0.0188 0.0037 : 86%|████████▌ | 25/29 [00:34<00:05, 1.26s/it] 8917 0.2887 0.0188 0.0037 : 90%|████████▉ | 26/29 [00:36<00:04, 1.40s/it] 8917 0.2887 0.0188 0.0037 : 93%|█████████▎| 27/29 [00:37<00:02, 1.35s/it] 8917 0.2887 0.0188 0.0037 : 97%|█████████▋| 28/29 [00:39<00:01, 1.46s/it] 8917 0.2887 0.0188 0.0037 : 100%|██████████| 29/29 [00:40<00:00, 1.30s/it] 8917 0.2887 0.0188 0.0037 : 100%|██████████| 29/29 [00:40<00:00, 1.38s/it] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 5 epoch_size: 29 batches_per_epoch: 29 batch_size: 1 optim_type: 'image' 0%| | 0/29 [00:00<?, ?it/s] 3%|▎ | 1/29 [00:01<00:46, 1.67s/it] 7%|▋ | 2/29 [00:02<00:37, 1.37s/it] 10%|█ | 3/29 [00:04<00:38, 1.47s/it] 14%|█▍ | 4/29 [00:05<00:33, 1.36s/it] 17%|█▋ | 5/29 [00:07<00:34, 1.44s/it] 21%|██ | 6/29 [00:08<00:29, 1.29s/it] 24%|██▍ | 7/29 [00:09<00:31, 1.42s/it] 28%|██▊ | 8/29 [00:11<00:31, 1.48s/it] 31%|███ | 9/29 [00:12<00:29, 1.48s/it] 34%|███▍ | 10/29 [00:14<00:26, 1.37s/it] 38%|███▊ | 11/29 [00:15<00:24, 1.34s/it] 41%|████▏ | 12/29 [00:16<00:23, 1.36s/it] 45%|████▍ | 13/29 [00:18<00:23, 1.47s/it] 48%|████▊ | 14/29 [00:20<00:24, 1.61s/it] 52%|█████▏ | 15/29 [00:21<00:22, 1.57s/it] 55%|█████▌ | 16/29 [00:23<00:19, 1.52s/it] 59%|█████▊ | 17/29 [00:24<00:16, 1.41s/it] 62%|██████▏ | 18/29 [00:25<00:15, 1.38s/it] 66%|██████▌ | 19/29 [00:26<00:13, 1.31s/it] 8946 0.2648 0.0200 0.0040 : 66%|██████▌ | 19/29 [00:28<00:13, 1.31s/it] 8946 0.2648 0.0200 0.0040 : 69%|██████▉ | 20/29 [00:28<00:11, 1.26s/it] 8946 0.2648 0.0200 0.0040 : 72%|███████▏ | 21/29 [00:29<00:09, 1.19s/it] 8946 0.2648 0.0200 0.0040 : 76%|███████▌ | 22/29 [00:30<00:08, 1.24s/it] 8946 0.2648 0.0200 0.0040 : 79%|███████▉ | 23/29 [00:32<00:08, 1.37s/it] 8946 0.2648 0.0200 0.0040 : 83%|████████▎ | 24/29 [00:33<00:07, 1.47s/it] 8946 0.2648 0.0200 0.0040 : 86%|████████▌ | 25/29 [00:35<00:05, 1.46s/it] 8946 0.2648 0.0200 0.0040 : 90%|████████▉ | 26/29 [00:36<00:04, 1.43s/it] 8946 0.2648 0.0200 0.0040 : 93%|█████████▎| 27/29 [00:38<00:03, 1.52s/it] 8946 0.2648 0.0200 0.0040 : 97%|█████████▋| 28/29 [00:39<00:01, 1.37s/it] 8946 0.2648 0.0200 0.0040 : 100%|██████████| 29/29 [00:40<00:00, 1.37s/it] 8946 0.2648 0.0200 0.0040 : 100%|██████████| 29/29 [00:40<00:00, 1.41s/it] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 6 epoch_size: 29 batches_per_epoch: 29 batch_size: 1 optim_type: 'image' 0%| | 0/29 [00:00<?, ?it/s] 3%|▎ | 1/29 [00:01<00:38, 1.37s/it] 7%|▋ | 2/29 [00:02<00:33, 1.24s/it] 10%|█ | 3/29 [00:03<00:31, 1.21s/it] 14%|█▍ | 4/29 [00:05<00:39, 1.56s/it] 17%|█▋ | 5/29 [00:07<00:37, 1.54s/it] 21%|██ | 6/29 [00:08<00:33, 1.46s/it] 24%|██▍ | 7/29 [00:09<00:28, 1.31s/it] 28%|██▊ | 8/29 [00:11<00:29, 1.43s/it] 31%|███ | 9/29 [00:12<00:30, 1.51s/it] 34%|███▍ | 10/29 [00:14<00:28, 1.49s/it] 38%|███▊ | 11/29 [00:15<00:25, 1.42s/it] 41%|████▏ | 12/29 [00:17<00:24, 1.43s/it] 45%|████▍ | 13/29 [00:18<00:23, 1.45s/it] 48%|████▊ | 14/29 [00:19<00:19, 1.32s/it] 52%|█████▏ | 15/29 [00:20<00:17, 1.23s/it] 55%|█████▌ | 16/29 [00:22<00:18, 1.44s/it] 59%|█████▊ | 17/29 [00:23<00:16, 1.40s/it] 62%|██████▏ | 18/29 [00:24<00:13, 1.26s/it] 66%|██████▌ | 19/29 [00:25<00:11, 1.19s/it] 8975 0.2575 0.0204 0.0037 : 66%|██████▌ | 19/29 [00:27<00:11, 1.19s/it] 8975 0.2575 0.0204 0.0037 : 69%|██████▉ | 20/29 [00:27<00:11, 1.28s/it] 8975 0.2575 0.0204 0.0037 : 72%|███████▏ | 21/29 [00:28<00:09, 1.20s/it] 8975 0.2575 0.0204 0.0037 : 76%|███████▌ | 22/29 [00:30<00:10, 1.47s/it] 8975 0.2575 0.0204 0.0037 : 79%|███████▉ | 23/29 [00:31<00:08, 1.41s/it] 8975 0.2575 0.0204 0.0037 : 83%|████████▎ | 24/29 [00:33<00:07, 1.50s/it] 8975 0.2575 0.0204 0.0037 : 86%|████████▌ | 25/29 [00:34<00:05, 1.34s/it] 8975 0.2575 0.0204 0.0037 : 90%|████████▉ | 26/29 [00:35<00:03, 1.26s/it] 8975 0.2575 0.0204 0.0037 : 93%|█████████▎| 27/29 [00:37<00:02, 1.40s/it] 8975 0.2575 0.0204 0.0037 : 97%|█████████▋| 28/29 [00:38<00:01, 1.35s/it] 8975 0.2575 0.0204 0.0037 : 100%|██████████| 29/29 [00:40<00:00, 1.46s/it] 8975 0.2575 0.0204 0.0037 : 100%|██████████| 29/29 [00:40<00:00, 1.39s/it] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 7 epoch_size: 29 batches_per_epoch: 29 batch_size: 1 optim_type: 'image' 0%| | 0/29 [00:00<?, ?it/s] 3%|▎ | 1/29 [00:00<00:26, 1.04it/s] 7%|▋ | 2/29 [00:01<00:26, 1.03it/s] 10%|█ | 3/29 [00:03<00:32, 1.25s/it] 14%|█▍ | 4/29 [00:04<00:32, 1.28s/it] 17%|█▋ | 5/29 [00:06<00:30, 1.27s/it] 21%|██ | 6/29 [00:07<00:27, 1.20s/it] 24%|██▍ | 7/29 [00:08<00:29, 1.32s/it] 28%|██▊ | 8/29 [00:10<00:27, 1.31s/it] 31%|███ | 9/29 [00:11<00:26, 1.30s/it] 34%|███▍ | 10/29 [00:12<00:25, 1.33s/it] 38%|███▊ | 11/29 [00:14<00:23, 1.33s/it] 41%|████▏ | 12/29 [00:16<00:26, 1.56s/it] 45%|████▍ | 13/29 [00:17<00:22, 1.39s/it] 48%|████▊ | 14/29 [00:18<00:20, 1.34s/it] 52%|█████▏ | 15/29 [00:19<00:18, 1.33s/it] 55%|█████▌ | 16/29 [00:21<00:17, 1.38s/it] 59%|█████▊ | 17/29 [00:22<00:16, 1.37s/it] 62%|██████▏ | 18/29 [00:24<00:16, 1.47s/it] 66%|██████▌ | 19/29 [00:26<00:15, 1.60s/it] 9004 0.2485 0.0214 0.0037 : 66%|██████▌ | 19/29 [00:27<00:15, 1.60s/it] 9004 0.2485 0.0214 0.0037 : 69%|██████▉ | 20/29 [00:27<00:14, 1.63s/it] 9004 0.2485 0.0214 0.0037 : 72%|███████▏ | 21/29 [00:29<00:12, 1.58s/it] 9004 0.2485 0.0214 0.0037 : 76%|███████▌ | 22/29 [00:30<00:10, 1.54s/it] 9004 0.2485 0.0214 0.0037 : 79%|███████▉ | 23/29 [00:31<00:08, 1.39s/it] 9004 0.2485 0.0214 0.0037 : 83%|████████▎ | 24/29 [00:32<00:06, 1.32s/it] 9004 0.2485 0.0214 0.0037 : 86%|████████▌ | 25/29 [00:34<00:05, 1.32s/it] 9004 0.2485 0.0214 0.0037 : 90%|████████▉ | 26/29 [00:35<00:03, 1.31s/it] 9004 0.2485 0.0214 0.0037 : 93%|█████████▎| 27/29 [00:37<00:02, 1.39s/it] 9004 0.2485 0.0214 0.0037 : 97%|█████████▋| 28/29 [00:38<00:01, 1.32s/it] 9004 0.2485 0.0214 0.0037 : 100%|██████████| 29/29 [00:39<00:00, 1.32s/it] 9004 0.2485 0.0214 0.0037 : 100%|██████████| 29/29 [00:39<00:00, 1.36s/it] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 8 epoch_size: 29 batches_per_epoch: 29 batch_size: 1 optim_type: 'image' 0%| | 0/29 [00:00<?, ?it/s] 3%|▎ | 1/29 [00:01<00:29, 1.04s/it] 7%|▋ | 2/29 [00:02<00:38, 1.42s/it] 10%|█ | 3/29 [00:04<00:35, 1.38s/it] 14%|█▍ | 4/29 [00:05<00:34, 1.36s/it] 17%|█▋ | 5/29 [00:07<00:35, 1.48s/it] 21%|██ | 6/29 [00:08<00:35, 1.56s/it] 24%|██▍ | 7/29 [00:10<00:38, 1.73s/it] 28%|██▊ | 8/29 [00:12<00:32, 1.55s/it] 31%|███ | 9/29 [00:13<00:27, 1.40s/it] 34%|███▍ | 10/29 [00:14<00:27, 1.43s/it] 38%|███▊ | 11/29 [00:16<00:26, 1.48s/it] 41%|████▏ | 12/29 [00:18<00:27, 1.61s/it] 45%|████▍ | 13/29 [00:20<00:27, 1.70s/it] 48%|████▊ | 14/29 [00:21<00:22, 1.49s/it] 52%|█████▏ | 15/29 [00:21<00:18, 1.33s/it] 55%|█████▌ | 16/29 [00:23<00:17, 1.31s/it] 59%|█████▊ | 17/29 [00:25<00:17, 1.50s/it] 62%|██████▏ | 18/29 [00:26<00:16, 1.49s/it] 66%|██████▌ | 19/29 [00:27<00:13, 1.35s/it] 9033 0.2691 0.0196 0.0029 : 66%|██████▌ | 19/29 [00:29<00:13, 1.35s/it] 9033 0.2691 0.0196 0.0029 : 69%|██████▉ | 20/29 [00:29<00:14, 1.58s/it] 9033 0.2691 0.0196 0.0029 : 72%|███████▏ | 21/29 [00:30<00:11, 1.40s/it] 9033 0.2691 0.0196 0.0029 : 76%|███████▌ | 22/29 [00:32<00:10, 1.46s/it] 9033 0.2691 0.0196 0.0029 : 79%|███████▉ | 23/29 [00:33<00:08, 1.40s/it] 9033 0.2691 0.0196 0.0029 : 83%|████████▎ | 24/29 [00:34<00:06, 1.39s/it] 9033 0.2691 0.0196 0.0029 : 86%|████████▌ | 25/29 [00:36<00:05, 1.37s/it] 9033 0.2691 0.0196 0.0029 : 90%|████████▉ | 26/29 [00:37<00:04, 1.36s/it] 9033 0.2691 0.0196 0.0029 : 93%|█████████▎| 27/29 [00:39<00:02, 1.37s/it] 9033 0.2691 0.0196 0.0029 : 97%|█████████▋| 28/29 [00:40<00:01, 1.36s/it] 9033 0.2691 0.0196 0.0029 : 100%|██████████| 29/29 [00:41<00:00, 1.33s/it] 9033 0.2691 0.0196 0.0029 : 100%|██████████| 29/29 [00:41<00:00, 1.44s/it] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 9 epoch_size: 29 batches_per_epoch: 29 batch_size: 1 optim_type: 'image' 0%| | 0/29 [00:00<?, ?it/s] 3%|▎ | 1/29 [00:02<00:58, 2.08s/it] 7%|▋ | 2/29 [00:03<00:46, 1.71s/it] 10%|█ | 3/29 [00:04<00:37, 1.46s/it] 14%|█▍ | 4/29 [00:05<00:32, 1.30s/it] 17%|█▋ | 5/29 [00:06<00:30, 1.26s/it] 21%|██ | 6/29 [00:08<00:34, 1.48s/it] 24%|██▍ | 7/29 [00:10<00:31, 1.43s/it] 28%|██▊ | 8/29 [00:12<00:33, 1.59s/it] 31%|███ | 9/29 [00:13<00:28, 1.43s/it] 34%|███▍ | 10/29 [00:14<00:26, 1.40s/it] 38%|███▊ | 11/29 [00:16<00:26, 1.46s/it] 41%|████▏ | 12/29 [00:18<00:28, 1.66s/it] 45%|████▍ | 13/29 [00:20<00:27, 1.73s/it] 48%|████▊ | 14/29 [00:21<00:23, 1.56s/it] 52%|█████▏ | 15/29 [00:22<00:20, 1.45s/it] 55%|█████▌ | 16/29 [00:23<00:19, 1.47s/it] 59%|█████▊ | 17/29 [00:25<00:18, 1.53s/it] 62%|██████▏ | 18/29 [00:26<00:16, 1.46s/it] 66%|██████▌ | 19/29 [00:27<00:13, 1.33s/it] 9062 0.2432 0.0218 0.0053 : 66%|██████▌ | 19/29 [00:29<00:13, 1.33s/it] 9062 0.2432 0.0218 0.0053 : 69%|██████▉ | 20/29 [00:29<00:11, 1.24s/it] 9062 0.2432 0.0218 0.0053 : 72%|███████▏ | 21/29 [00:30<00:10, 1.27s/it] 9062 0.2432 0.0218 0.0053 : 76%|███████▌ | 22/29 [00:31<00:08, 1.28s/it] 9062 0.2432 0.0218 0.0053 : 79%|███████▉ | 23/29 [00:32<00:07, 1.22s/it] 9062 0.2432 0.0218 0.0053 : 83%|████████▎ | 24/29 [00:33<00:06, 1.23s/it] 9062 0.2432 0.0218 0.0053 : 86%|████████▌ | 25/29 [00:35<00:05, 1.34s/it] 9062 0.2432 0.0218 0.0053 : 90%|████████▉ | 26/29 [00:36<00:03, 1.31s/it] 9062 0.2432 0.0218 0.0053 : 93%|█████████▎| 27/29 [00:38<00:02, 1.39s/it] 9062 0.2432 0.0218 0.0053 : 97%|█████████▋| 28/29 [00:39<00:01, 1.32s/it] 9062 0.2432 0.0218 0.0053 : 100%|██████████| 29/29 [00:41<00:00, 1.50s/it] 9062 0.2432 0.0218 0.0053 : 100%|██████████| 29/29 [00:41<00:00, 1.43s/it] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 10 epoch_size: 29 batches_per_epoch: 29 batch_size: 1 optim_type: 'image' 0%| | 0/29 [00:00<?, ?it/s] 3%|▎ | 1/29 [00:01<00:53, 1.89s/it] 7%|▋ | 2/29 [00:03<00:46, 1.72s/it] 10%|█ | 3/29 [00:05<00:49, 1.90s/it] 14%|█▍ | 4/29 [00:07<00:44, 1.78s/it] 17%|█▋ | 5/29 [00:08<00:35, 1.48s/it] 21%|██ | 6/29 [00:09<00:30, 1.31s/it] 24%|██▍ | 7/29 [00:10<00:27, 1.23s/it] 28%|██▊ | 8/29 [00:11<00:28, 1.35s/it] 31%|███ | 9/29 [00:13<00:31, 1.59s/it] 34%|███▍ | 10/29 [00:15<00:28, 1.51s/it] 38%|███▊ | 11/29 [00:16<00:26, 1.46s/it] 41%|████▏ | 12/29 [00:17<00:22, 1.31s/it] 45%|████▍ | 13/29 [00:18<00:20, 1.29s/it] 48%|████▊ | 14/29 [00:19<00:18, 1.22s/it] 52%|█████▏ | 15/29 [00:21<00:18, 1.30s/it] 55%|█████▌ | 16/29 [00:22<00:17, 1.33s/it] 59%|█████▊ | 17/29 [00:24<00:16, 1.41s/it] 62%|██████▏ | 18/29 [00:25<00:15, 1.39s/it] 66%|██████▌ | 19/29 [00:27<00:14, 1.45s/it] 9091 0.2858 0.0184 0.0027 : 66%|██████▌ | 19/29 [00:29<00:14, 1.45s/it] 9091 0.2858 0.0184 0.0027 : 69%|██████▉ | 20/29 [00:29<00:14, 1.58s/it] 9091 0.2858 0.0184 0.0027 : 72%|███████▏ | 21/29 [00:30<00:12, 1.55s/it] 9091 0.2858 0.0184 0.0027 : 76%|███████▌ | 22/29 [00:32<00:11, 1.60s/it] 9091 0.2858 0.0184 0.0027 : 79%|███████▉ | 23/29 [00:33<00:08, 1.42s/it] 9091 0.2858 0.0184 0.0027 : 83%|████████▎ | 24/29 [00:34<00:06, 1.34s/it] 9091 0.2858 0.0184 0.0027 : 86%|████████▌ | 25/29 [00:36<00:06, 1.51s/it] 9091 0.2858 0.0184 0.0027 : 90%|████████▉ | 26/29 [00:37<00:04, 1.35s/it] 9091 0.2858 0.0184 0.0027 : 93%|█████████▎| 27/29 [00:38<00:02, 1.29s/it] 9091 0.2858 0.0184 0.0027 : 97%|█████████▋| 28/29 [00:39<00:01, 1.30s/it] 9091 0.2858 0.0184 0.0027 : 100%|██████████| 29/29 [00:41<00:00, 1.42s/it] 9091 0.2858 0.0184 0.0027 : 100%|██████████| 29/29 [00:41<00:00, 1.43s/it] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 11 epoch_size: 29 batches_per_epoch: 29 batch_size: 1 optim_type: 'image' 0%| | 0/29 [00:00<?, ?it/s] 3%|▎ | 1/29 [00:01<00:47, 1.68s/it] 7%|▋ | 2/29 [00:02<00:37, 1.38s/it] 10%|█ | 3/29 [00:03<00:31, 1.21s/it] 14%|█▍ | 4/29 [00:05<00:30, 1.23s/it] 17%|█▋ | 5/29 [00:06<00:29, 1.24s/it] 21%|██ | 6/29 [00:07<00:31, 1.36s/it] 24%|██▍ | 7/29 [00:08<00:27, 1.24s/it] 28%|██▊ | 8/29 [00:09<00:24, 1.18s/it] 31%|███ | 9/29 [00:12<00:29, 1.47s/it] 34%|███▍ | 10/29 [00:13<00:27, 1.45s/it] 38%|███▊ | 11/29 [00:15<00:29, 1.65s/it] 41%|████▏ | 12/29 [00:17<00:27, 1.63s/it] 45%|████▍ | 13/29 [00:18<00:24, 1.54s/it] 48%|████▊ | 14/29 [00:19<00:22, 1.48s/it] 52%|█████▏ | 15/29 [00:21<00:20, 1.43s/it] 55%|█████▌ | 16/29 [00:22<00:17, 1.31s/it] 59%|█████▊ | 17/29 [00:23<00:15, 1.30s/it] 62%|██████▏ | 18/29 [00:24<00:14, 1.30s/it] 66%|██████▌ | 19/29 [00:26<00:13, 1.37s/it] 9120 0.2437 0.0208 0.0046 : 66%|██████▌ | 19/29 [00:27<00:13, 1.37s/it] 9120 0.2437 0.0208 0.0046 : 69%|██████▉ | 20/29 [00:27<00:11, 1.33s/it] 9120 0.2437 0.0208 0.0046 : 72%|███████▏ | 21/29 [00:28<00:10, 1.27s/it] 9120 0.2437 0.0208 0.0046 : 76%|███████▌ | 22/29 [00:30<00:10, 1.47s/it] 9120 0.2437 0.0208 0.0046 : 79%|███████▉ | 23/29 [00:31<00:08, 1.43s/it] 9120 0.2437 0.0208 0.0046 : 83%|████████▎ | 24/29 [00:33<00:06, 1.31s/it] 9120 0.2437 0.0208 0.0046 : 86%|████████▌ | 25/29 [00:34<00:05, 1.34s/it] 9120 0.2437 0.0208 0.0046 : 90%|████████▉ | 26/29 [00:36<00:04, 1.51s/it] 9120 0.2437 0.0208 0.0046 : 93%|█████████▎| 27/29 [00:38<00:03, 1.69s/it] 9120 0.2437 0.0208 0.0046 : 97%|█████████▋| 28/29 [00:40<00:01, 1.81s/it] 9120 0.2437 0.0208 0.0046 : 100%|██████████| 29/29 [00:42<00:00, 1.84s/it] 9120 0.2437 0.0208 0.0046 : 100%|██████████| 29/29 [00:42<00:00, 1.46s/it] Setting up [LPIPS] perceptual loss: trunk [vgg], v[0.1], spatial [off] Loading model from: /root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/lpips/weights/v0.1/vgg.pth Detected LLFF dataset Using pre-scaled images from /root/.cache/arf-svox2/data/llff/flower/images_4 Loaded LLFF data /root/.cache/arf-svox2/data/llff/flower 22.573735200863933 222.47985705021057 recentered (3, 4) [ 1.4332432 12.709555 ] Overriding offset 250-> 250 dmin = 1.433243, dmax = 12.709555, invz = 0, offset = 250 0%| | 0/5 [00:00<?, ?it/s] 40%|████ | 2/5 [00:00<00:00, 16.72it/s] 100%|██████████| 5/5 [00:00<00:00, 22.23it/s] 100%|██████████| 5/5 [00:00<00:00, 21.36it/s] 0%| | 0/120 [00:00<?, ?it/s] 100%|██████████| 120/120 [00:00<00:00, 78643.20it/s] z_bounds from LLFF: [1.4332431554794312, 12.709554672241211] (not used) scene_radius [1.496031746031746, 1.6613756613756614, 1.0] Writing to /root/.cache/arf-svox2/ckpt_arf/llff/flower/69777919-aa83-4f8b-a42f-d13f519301fe/test_renders_path 0%| | 0/120 [00:00<?, ?it/s] 1%| | 1/120 [00:00<00:48, 2.45it/s] 2%|▏ | 2/120 [00:00<00:42, 2.77it/s] 2%|▎ | 3/120 [00:01<00:41, 2.84it/s] 3%|▎ | 4/120 [00:01<00:40, 2.85it/s] 4%|▍ | 5/120 [00:01<00:39, 2.88it/s] 5%|▌ | 6/120 [00:02<00:39, 2.89it/s] 6%|▌ | 7/120 [00:02<00:38, 2.90it/s] 7%|▋ | 8/120 [00:02<00:38, 2.95it/s] 8%|▊ | 9/120 [00:03<00:37, 2.99it/s] 8%|▊ | 10/120 [00:03<00:36, 3.04it/s] 9%|▉ | 11/120 [00:03<00:34, 3.12it/s] 10%|█ | 12/120 [00:04<00:33, 3.21it/s] 11%|█ | 13/120 [00:04<00:32, 3.29it/s] 12%|█▏ | 14/120 [00:04<00:31, 3.39it/s] 12%|█▎ | 15/120 [00:04<00:30, 3.47it/s] 13%|█▎ | 16/120 [00:05<00:29, 3.53it/s] 14%|█▍ | 17/120 [00:05<00:28, 3.55it/s] 15%|█▌ | 18/120 [00:05<00:28, 3.58it/s] 16%|█▌ | 19/120 [00:05<00:28, 3.56it/s] 17%|█▋ | 20/120 [00:06<00:28, 3.50it/s] 18%|█▊ | 21/120 [00:06<00:29, 3.41it/s] 18%|█▊ | 22/120 [00:06<00:29, 3.33it/s] 19%|█▉ | 23/120 [00:07<00:30, 3.23it/s] 20%|██ | 24/120 [00:07<00:30, 3.14it/s] 21%|██ | 25/120 [00:07<00:31, 3.06it/s] 22%|██▏ | 26/120 [00:08<00:31, 2.99it/s] 22%|██▎ | 27/120 [00:08<00:31, 2.93it/s] 23%|██▎ | 28/120 [00:08<00:31, 2.89it/s] 24%|██▍ | 29/120 [00:09<00:31, 2.86it/s] 25%|██▌ | 30/120 [00:09<00:31, 2.86it/s] 26%|██▌ | 31/120 [00:10<00:31, 2.87it/s] 27%|██▋ | 32/120 [00:10<00:30, 2.87it/s] 28%|██▊ | 33/120 [00:10<00:30, 2.85it/s] 28%|██▊ | 34/120 [00:11<00:30, 2.83it/s] 29%|██▉ | 35/120 [00:11<00:30, 2.81it/s] 30%|███ | 36/120 [00:11<00:30, 2.80it/s] 31%|███ | 37/120 [00:12<00:29, 2.81it/s] 32%|███▏ | 38/120 [00:12<00:28, 2.83it/s] 32%|███▎ | 39/120 [00:12<00:28, 2.87it/s] 33%|███▎ | 40/120 [00:13<00:27, 2.92it/s] 34%|███▍ | 41/120 [00:13<00:26, 2.99it/s] 35%|███▌ | 42/120 [00:13<00:25, 3.07it/s] 36%|███▌ | 43/120 [00:14<00:24, 3.16it/s] 37%|███▋ | 44/120 [00:14<00:23, 3.26it/s] 38%|███▊ | 45/120 [00:14<00:22, 3.34it/s] 38%|███▊ | 46/120 [00:14<00:21, 3.40it/s] 39%|███▉ | 47/120 [00:15<00:21, 3.44it/s] 40%|████ | 48/120 [00:15<00:20, 3.46it/s] 41%|████ | 49/120 [00:15<00:20, 3.44it/s] 42%|████▏ | 50/120 [00:16<00:20, 3.39it/s] 42%|████▎ | 51/120 [00:16<00:20, 3.32it/s] 43%|████▎ | 52/120 [00:16<00:20, 3.24it/s] 44%|████▍ | 53/120 [00:17<00:21, 3.15it/s] 45%|████▌ | 54/120 [00:17<00:21, 3.07it/s] 46%|████▌ | 55/120 [00:17<00:21, 2.99it/s] 47%|████▋ | 56/120 [00:18<00:21, 2.94it/s] 48%|████▊ | 57/120 [00:18<00:21, 2.89it/s] 48%|████▊ | 58/120 [00:18<00:21, 2.85it/s] 49%|████▉ | 59/120 [00:19<00:21, 2.85it/s] 50%|█████ | 60/120 [00:19<00:20, 2.87it/s] 51%|█████ | 61/120 [00:19<00:20, 2.90it/s] 52%|█████▏ | 62/120 [00:20<00:19, 2.91it/s] 52%|█████▎ | 63/120 [00:20<00:19, 2.89it/s] 53%|█████▎ | 64/120 [00:20<00:19, 2.87it/s] 54%|█████▍ | 65/120 [00:21<00:19, 2.86it/s] 55%|█████▌ | 66/120 [00:21<00:18, 2.86it/s] 56%|█████▌ | 67/120 [00:21<00:18, 2.87it/s] 57%|█████▋ | 68/120 [00:22<00:17, 2.90it/s] 57%|█████▊ | 69/120 [00:22<00:17, 2.95it/s] 58%|█████▊ | 70/120 [00:22<00:16, 3.01it/s] 59%|█████▉ | 71/120 [00:23<00:15, 3.09it/s] 60%|██████ | 72/120 [00:23<00:15, 3.17it/s] 61%|██████ | 73/120 [00:23<00:14, 3.26it/s] 62%|██████▏ | 74/120 [00:24<00:13, 3.36it/s] 62%|██████▎ | 75/120 [00:24<00:13, 3.45it/s] 63%|██████▎ | 76/120 [00:24<00:12, 3.51it/s] 64%|██████▍ | 77/120 [00:24<00:12, 3.56it/s] 65%|██████▌ | 78/120 [00:25<00:11, 3.58it/s] 66%|██████▌ | 79/120 [00:25<00:11, 3.57it/s] 67%|██████▋ | 80/120 [00:25<00:11, 3.53it/s] 68%|██████▊ | 81/120 [00:26<00:11, 3.47it/s] 68%|██████▊ | 82/120 [00:26<00:11, 3.38it/s] 69%|██████▉ | 83/120 [00:26<00:11, 3.30it/s] 70%|███████ | 84/120 [00:27<00:11, 3.22it/s] 71%|███████ | 85/120 [00:27<00:11, 3.15it/s] 72%|███████▏ | 86/120 [00:27<00:11, 3.07it/s] 72%|███████▎ | 87/120 [00:28<00:10, 3.03it/s] 73%|███████▎ | 88/120 [00:28<00:10, 2.99it/s] 74%|███████▍ | 89/120 [00:28<00:10, 2.97it/s] 75%|███████▌ | 90/120 [00:29<00:10, 2.97it/s] 76%|███████▌ | 91/120 [00:29<00:09, 2.96it/s] 77%|███████▋ | 92/120 [00:29<00:09, 2.95it/s] 78%|███████▊ | 93/120 [00:30<00:09, 2.93it/s] 78%|███████▊ | 94/120 [00:30<00:08, 2.91it/s] 79%|███████▉ | 95/120 [00:30<00:08, 2.89it/s] 80%|████████ | 96/120 [00:31<00:08, 2.89it/s] 81%|████████ | 97/120 [00:31<00:07, 2.90it/s] 82%|████████▏ | 98/120 [00:31<00:07, 2.92it/s] 82%|████████▎ | 99/120 [00:32<00:07, 2.95it/s] 83%|████████▎ | 100/120 [00:32<00:06, 3.00it/s] 84%|████████▍ | 101/120 [00:32<00:06, 3.06it/s] 85%|████████▌ | 102/120 [00:33<00:05, 3.14it/s] 86%|████████▌ | 103/120 [00:33<00:05, 3.22it/s] 87%|████████▋ | 104/120 [00:33<00:04, 3.30it/s] 88%|████████▊ | 105/120 [00:33<00:04, 3.37it/s] 88%|████████▊ | 106/120 [00:34<00:04, 3.41it/s] 89%|████████▉ | 107/120 [00:34<00:03, 3.45it/s] 90%|█████████ | 108/120 [00:34<00:03, 3.46it/s] 91%|█████████ | 109/120 [00:35<00:03, 3.45it/s] 92%|█████████▏| 110/120 [00:35<00:02, 3.39it/s] 92%|█████████▎| 111/120 [00:35<00:02, 3.32it/s] 93%|█████████▎| 112/120 [00:36<00:02, 3.24it/s] 94%|█████████▍| 113/120 [00:36<00:02, 3.15it/s] 95%|█████████▌| 114/120 [00:36<00:01, 3.07it/s] 96%|█████████▌| 115/120 [00:37<00:01, 3.00it/s] 97%|█████████▋| 116/120 [00:37<00:01, 2.94it/s] 98%|█████████▊| 117/120 [00:37<00:01, 2.89it/s] 98%|█████████▊| 118/120 [00:38<00:00, 2.86it/s] 99%|█████████▉| 119/120 [00:38<00:00, 2.86it/s] 100%|██████████| 120/120 [00:38<00:00, 2.87it/s] 100%|██████████| 120/120 [00:38<00:00, 3.09it/s] IMAGEIO FFMPEG_WRITER WARNING: input image is not divisible by macro_block_size=8, resizing from (1008, 756) to (1008, 760) to ensure video compatibility with most codecs and players. To prevent resizing, make your input image divisible by the macro_block_size or set the macro_block_size to 1 (risking incompatibility).Prediction
nightmareai/arf-svox2:a1ce5683d877f80391d7a947a2eea836b408f1f0161e67b6aaa344182145ba41Input
- image
- scene
- flower
{ "image": "https://replicate.delivery/mgxm/425d354e-2183-44c4-aa18-056ac71b7458/d1b61de7-9670-4240-b894-b19a06459b2c.png", "scene": "flower" }Install Replicate’s Node.js client library:npm install replicateImport and set up the client:import Replicate from "replicate"; const replicate = new Replicate({ auth: process.env.REPLICATE_API_TOKEN, });Run nightmareai/arf-svox2 using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
const output = await replicate.run( "nightmareai/arf-svox2:a1ce5683d877f80391d7a947a2eea836b408f1f0161e67b6aaa344182145ba41", { input: { image: "https://replicate.delivery/mgxm/425d354e-2183-44c4-aa18-056ac71b7458/d1b61de7-9670-4240-b894-b19a06459b2c.png", scene: "flower" } } ); // To access the file URL: console.log(output.url()); //=> "http://example.com" // To write the file to disk: fs.writeFile("my-image.png", output);To learn more, take a look at the guide on getting started with Node.js.
Install Replicate’s Python client library:pip install replicateImport the client:import replicateRun nightmareai/arf-svox2 using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
output = replicate.run( "nightmareai/arf-svox2:a1ce5683d877f80391d7a947a2eea836b408f1f0161e67b6aaa344182145ba41", input={ "image": "https://replicate.delivery/mgxm/425d354e-2183-44c4-aa18-056ac71b7458/d1b61de7-9670-4240-b894-b19a06459b2c.png", "scene": "flower" } ) print(output)To learn more, take a look at the guide on getting started with Python.
Run nightmareai/arf-svox2 using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
curl -s -X POST \ -H "Authorization: Bearer $REPLICATE_API_TOKEN" \ -H "Content-Type: application/json" \ -H "Prefer: wait" \ -d $'{ "version": "nightmareai/arf-svox2:a1ce5683d877f80391d7a947a2eea836b408f1f0161e67b6aaa344182145ba41", "input": { "image": "https://replicate.delivery/mgxm/425d354e-2183-44c4-aa18-056ac71b7458/d1b61de7-9670-4240-b894-b19a06459b2c.png", "scene": "flower" } }' \ https://api.replicate.com/v1/predictionsTo learn more, take a look at Replicate’s HTTP API reference docs.
Output
{ "completed_at": "2022-06-23T04:59:00.631792Z", "created_at": "2022-06-23T04:39:41.385679Z", "data_removed": false, "error": null, "id": "qs46nnpy5vdatahpcvrrh4teuq", "input": { "image": "https://replicate.delivery/mgxm/425d354e-2183-44c4-aa18-056ac71b7458/d1b61de7-9670-4240-b894-b19a06459b2c.png", "scene": "flower" }, "logs": "Downloading checkpoint for flower\nDetected LLFF dataset\nUsing pre-scaled images from /root/.cache/arf-svox2/data/llff/flower/images_4\nLoaded LLFF data /root/.cache/arf-svox2/data/llff/flower 22.573735200863933 222.47985705021057\nrecentered (3, 4)\n[ 1.4332432 12.709555 ]\nOverriding offset 250-> 250\ndmin = 1.433243, dmax = 12.709555, invz = 0, offset = 250\n\n 0%| | 0/29 [00:00<?, ?it/s]\n 3%|▎ | 1/29 [00:00<00:02, 9.39it/s]\n 14%|█▍ | 4/29 [00:00<00:01, 19.55it/s]\n 24%|██▍ | 7/29 [00:00<00:00, 22.85it/s]\n 34%|███▍ | 10/29 [00:00<00:00, 24.42it/s]\n 45%|████▍ | 13/29 [00:00<00:00, 25.31it/s]\n 55%|█████▌ | 16/29 [00:00<00:00, 24.59it/s]\n 66%|██████▌ | 19/29 [00:00<00:00, 25.38it/s]\n 76%|███████▌ | 22/29 [00:00<00:00, 25.89it/s]\n 86%|████████▌ | 25/29 [00:01<00:00, 26.11it/s]\n 97%|█████████▋| 28/29 [00:01<00:00, 26.16it/s]\n100%|██████████| 29/29 [00:01<00:00, 24.77it/s]\nz_bounds from LLFF: [1.4332431554794312, 12.709554672241211] (not used)\nscene_radius [1.496031746031746, 1.6613756613756614, 1.0]\n Generating rays, scaling factor 1\nic| \"Loaded ckpt: \": 'Loaded ckpt: '\n args.init_ckpt: '/root/.cache/arf-svox2/ckpt_svox2/llff/flower/ckpt.npz'\nic| grid.basis_dim: 1\nopt_style.py:508: DeprecationWarning: Starting with ImageIO v3 the behavior of this function will switch to that of iio.v3.imread. To keep the current behavior (and make this warning dissapear) use `import imageio.v2 as imageio` or call `imageio.v2.imread` directly.\n style_img = imageio.imread(args.style).astype(np.float32) / 255.0\nRender options RenderOptions(backend='cuvol', background_brightness=0.5, step_size=0.5, sigma_thresh=1e-08, stop_thresh=1e-07, last_sample_opaque=False, near_clip=0.0, use_spheric_clip=False, random_sigma_std=0.0, random_sigma_std_background=0.0)\nic| \"Style image: \": 'Style image: '\n args.style: '/tmp/tmphid_h4wtd1b61de7-9670-4240-b894-b19a06459b2c.png'\n style_img.shape: torch.Size([504, 352, 3])\nDownloading: \"https://download.pytorch.org/models/vgg16-397923af.pth\" to /root/.cache/torch/hub/checkpoints/vgg16-397923af.pth\n\n 0%| | 0.00/528M [00:00<?, ?B/s]\n 0%| | 640k/528M [00:00<01:26, 6.39MB/s]\n 0%| | 1.66M/528M [00:00<01:01, 8.97MB/s]\n 1%| | 3.23M/528M [00:00<00:44, 12.4MB/s]\n 1%| | 5.80M/528M [00:00<00:30, 18.0MB/s]\n 2%|▏ | 9.85M/528M [00:00<00:20, 26.8MB/s]\n 3%|▎ | 16.2M/528M [00:00<00:13, 40.2MB/s]\n 5%|▌ | 26.5M/528M [00:00<00:08, 62.4MB/s]\n 8%|▊ | 43.4M/528M [00:00<00:05, 98.7MB/s]\n 13%|█▎ | 69.6M/528M [00:00<00:03, 154MB/s]\n 18%|█▊ | 94.8M/528M [00:01<00:02, 188MB/s]\n 23%|██▎ | 124M/528M [00:01<00:01, 223MB/s]\n 29%|██▉ | 153M/528M [00:01<00:01, 247MB/s]\n 34%|███▍ | 181M/528M [00:01<00:01, 263MB/s]\n 39%|███▉ | 208M/528M [00:01<00:01, 268MB/s]\n 45%|████▍ | 236M/528M [00:01<00:01, 277MB/s]\n 50%|█████ | 264M/528M [00:01<00:00, 283MB/s]\n 56%|█████▌ | 293M/528M [00:01<00:00, 289MB/s]\n 61%|██████ | 322M/528M [00:01<00:00, 293MB/s]\n 66%|██████▋ | 351M/528M [00:01<00:00, 295MB/s]\n 72%|███████▏ | 380M/528M [00:02<00:00, 298MB/s]\n 77%|███████▋ | 409M/528M [00:02<00:00, 300MB/s]\n 83%|████████▎ | 438M/528M [00:02<00:00, 301MB/s]\n 88%|████████▊ | 467M/528M [00:02<00:00, 302MB/s]\n 94%|█████████▍| 496M/528M [00:02<00:00, 301MB/s]\n 99%|█████████▉| 524M/528M [00:02<00:00, 301MB/s]\n100%|██████████| 528M/528M [00:02<00:00, 220MB/s]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 0\n epoch_size: 22099392\n batches_per_epoch: 4420\n batch_size: 5000\n optim_type: 'ray'\n\n 0%| | 0/4420 [00:00<?, ?it/s]\n 0%| | 5/4420 [00:00<01:32, 47.56it/s]\n 0%| | 12/4420 [00:00<01:15, 58.62it/s]\n19 11.6272 : 0%| | 12/4420 [00:00<01:15, 58.62it/s]\n19 11.6272 : 0%| | 21/4420 [00:00<01:03, 69.04it/s]\n19 11.6272 : 1%| | 30/4420 [00:00<00:59, 73.66it/s]\n39 12.0738 : 1%| | 30/4420 [00:00<00:59, 73.66it/s]\n39 12.0738 : 1%| | 40/4420 [00:00<00:53, 82.44it/s]\n39 12.0738 : 1%| | 50/4420 [00:00<00:49, 87.99it/s]\n59 12.8007 : 1%| | 50/4420 [00:00<00:49, 87.99it/s]\n59 12.8007 : 1%|▏ | 60/4420 [00:00<00:48, 89.86it/s]\n59 12.8007 : 2%|▏ | 70/4420 [00:00<00:48, 90.42it/s]\n79 13.4578 : 2%|▏ | 70/4420 [00:00<00:48, 90.42it/s]\n79 13.4578 : 2%|▏ | 80/4420 [00:00<00:47, 92.11it/s]\n79 13.4578 : 2%|▏ | 90/4420 [00:01<00:46, 92.68it/s]\n99 13.2045 : 2%|▏ | 90/4420 [00:01<00:46, 92.68it/s]\n99 13.2045 : 2%|▏ | 100/4420 [00:01<00:45, 94.18it/s]\n99 13.2045 : 3%|▎ | 111/4420 [00:01<00:44, 96.38it/s]\n119 13.7421 : 3%|▎ | 111/4420 [00:01<00:44, 96.38it/s]\n119 13.7421 : 3%|▎ | 121/4420 [00:01<00:44, 97.17it/s]\n119 13.7421 : 3%|▎ | 132/4420 [00:01<00:43, 98.87it/s]\n139 12.5098 : 3%|▎ | 132/4420 [00:01<00:43, 98.87it/s]\n139 12.5098 : 3%|▎ | 144/4420 [00:01<00:40, 104.82it/s]\n139 12.5098 : 4%|▎ | 157/4420 [00:01<00:38, 109.80it/s]\n159 12.8689 : 4%|▎ | 157/4420 [00:01<00:38, 109.80it/s]\n159 12.8689 : 4%|▍ | 169/4420 [00:01<00:38, 110.83it/s]\n179 12.9679 : 4%|▍ | 169/4420 [00:01<00:38, 110.83it/s]\n179 12.9679 : 4%|▍ | 181/4420 [00:01<00:38, 110.03it/s]\n179 12.9679 : 4%|▍ | 193/4420 [00:02<00:38, 109.53it/s]\n199 14.0492 : 4%|▍ | 193/4420 [00:02<00:38, 109.53it/s]\n199 14.0492 : 5%|▍ | 204/4420 [00:02<00:38, 108.97it/s]\n199 14.0492 : 5%|▍ | 215/4420 [00:02<00:39, 106.27it/s]\n219 16.9494 : 5%|▍ | 215/4420 [00:02<00:39, 106.27it/s]\n219 16.9494 : 5%|▌ | 226/4420 [00:02<00:40, 103.15it/s]\n219 16.9494 : 5%|▌ | 237/4420 [00:02<00:40, 102.69it/s]\n239 16.5310 : 5%|▌ | 237/4420 [00:02<00:40, 102.69it/s]\n239 16.5310 : 6%|▌ | 248/4420 [00:02<00:40, 102.03it/s]\n239 16.5310 : 6%|▌ | 259/4420 [00:02<00:40, 103.44it/s]\n259 15.9960 : 6%|▌ | 259/4420 [00:02<00:40, 103.44it/s]\n259 15.9960 : 6%|▌ | 271/4420 [00:02<00:39, 106.36it/s]\n279 17.0638 : 6%|▌ | 271/4420 [00:02<00:39, 106.36it/s]\n279 17.0638 : 6%|▋ | 283/4420 [00:02<00:38, 108.21it/s]\n279 17.0638 : 7%|▋ | 297/4420 [00:02<00:35, 115.20it/s]\n299 16.5000 : 7%|▋ | 297/4420 [00:03<00:35, 115.20it/s]\n299 16.5000 : 7%|▋ | 311/4420 [00:03<00:34, 120.66it/s]\n319 13.9917 : 7%|▋ | 311/4420 [00:03<00:34, 120.66it/s]\n319 13.9917 : 7%|▋ | 325/4420 [00:03<00:33, 123.98it/s]\n319 13.9917 : 8%|▊ | 338/4420 [00:03<00:32, 124.79it/s]\n339 14.8648 : 8%|▊ | 338/4420 [00:03<00:32, 124.79it/s]\n339 14.8648 : 8%|▊ | 351/4420 [00:03<00:32, 125.43it/s]\n359 15.3265 : 8%|▊ | 351/4420 [00:03<00:32, 125.43it/s]\n359 15.3265 : 8%|▊ | 364/4420 [00:03<00:32, 123.93it/s]\n359 15.3265 : 9%|▊ | 377/4420 [00:03<00:33, 122.09it/s]\n379 16.5456 : 9%|▊ | 377/4420 [00:03<00:33, 122.09it/s]\n379 16.5456 : 9%|▉ | 390/4420 [00:03<00:33, 122.03it/s]\n399 17.6209 : 9%|▉ | 390/4420 [00:03<00:33, 122.03it/s]\n399 17.6209 : 9%|▉ | 403/4420 [00:03<00:32, 121.94it/s]\n399 17.6209 : 9%|▉ | 416/4420 [00:03<00:32, 123.66it/s]\n419 18.0102 : 9%|▉ | 416/4420 [00:03<00:32, 123.66it/s]\n419 18.0102 : 10%|▉ | 430/4420 [00:04<00:31, 126.12it/s]\n439 17.8105 : 10%|▉ | 430/4420 [00:04<00:31, 126.12it/s]\n439 17.8105 : 10%|█ | 445/4420 [00:04<00:30, 130.87it/s]\n459 15.6371 : 10%|█ | 445/4420 [00:04<00:30, 130.87it/s]\n459 15.6371 : 10%|█ | 461/4420 [00:04<00:28, 136.55it/s]\n459 15.6371 : 11%|█ | 475/4420 [00:04<00:28, 137.29it/s]\n479 16.2196 : 11%|█ | 475/4420 [00:04<00:28, 137.29it/s]\n479 16.2196 : 11%|█ | 489/4420 [00:04<00:29, 135.32it/s]\n499 16.4068 : 11%|█ | 489/4420 [00:04<00:29, 135.32it/s]\n499 16.4068 : 11%|█▏ | 503/4420 [00:04<00:29, 133.92it/s]\n499 16.4068 : 12%|█▏ | 517/4420 [00:04<00:29, 131.88it/s]\n519 18.3910 : 12%|█▏ | 517/4420 [00:04<00:29, 131.88it/s]\n519 18.3910 : 12%|█▏ | 531/4420 [00:04<00:30, 129.33it/s]\n539 18.3599 : 12%|█▏ | 531/4420 [00:04<00:30, 129.33it/s]\n539 18.3599 : 12%|█▏ | 544/4420 [00:04<00:30, 127.86it/s]\n539 18.3599 : 13%|█▎ | 557/4420 [00:04<00:30, 127.41it/s]\n559 18.5088 : 13%|█▎ | 557/4420 [00:05<00:30, 127.41it/s]\n559 18.5088 : 13%|█▎ | 571/4420 [00:05<00:29, 128.58it/s]\n579 20.6147 : 13%|█▎ | 571/4420 [00:05<00:29, 128.58it/s]\n579 20.6147 : 13%|█▎ | 585/4420 [00:05<00:29, 130.39it/s]\n599 20.2645 : 13%|█▎ | 585/4420 [00:05<00:29, 130.39it/s]\n599 20.2645 : 14%|█▎ | 600/4420 [00:05<00:28, 135.54it/s]\n599 20.2645 : 14%|█▍ | 615/4420 [00:05<00:27, 139.59it/s]\n619 15.1441 : 14%|█▍ | 615/4420 [00:05<00:27, 139.59it/s]\n619 15.1441 : 14%|█▍ | 629/4420 [00:05<00:27, 138.32it/s]\n639 16.5694 : 14%|█▍ | 629/4420 [00:05<00:27, 138.32it/s]\n639 16.5694 : 15%|█▍ | 643/4420 [00:05<00:27, 136.59it/s]\n639 16.5694 : 15%|█▍ | 657/4420 [00:05<00:27, 135.71it/s]\n659 16.5461 : 15%|█▍ | 657/4420 [00:05<00:27, 135.71it/s]\n659 16.5461 : 15%|█▌ | 671/4420 [00:05<00:28, 132.84it/s]\n679 18.2643 : 15%|█▌ | 671/4420 [00:05<00:28, 132.84it/s]\n679 18.2643 : 15%|█▌ | 685/4420 [00:05<00:28, 130.66it/s]\n679 18.2643 : 16%|█▌ | 699/4420 [00:06<00:28, 129.63it/s]\n699 19.3102 : 16%|█▌ | 699/4420 [00:06<00:28, 129.63it/s]\n699 19.3102 : 16%|█▌ | 712/4420 [00:06<00:28, 129.37it/s]\n719 17.5808 : 16%|█▌ | 712/4420 [00:06<00:28, 129.37it/s]\n719 17.5808 : 16%|█▋ | 726/4420 [00:06<00:28, 131.41it/s]\n739 21.2572 : 16%|█▋ | 726/4420 [00:06<00:28, 131.41it/s]\n739 21.2572 : 17%|█▋ | 740/4420 [00:06<00:27, 133.41it/s]\n739 21.2572 : 17%|█▋ | 756/4420 [00:06<00:26, 140.55it/s]\n759 21.7729 : 17%|█▋ | 756/4420 [00:06<00:26, 140.55it/s]\n759 21.7729 : 17%|█▋ | 771/4420 [00:06<00:26, 140.13it/s]\n779 17.7260 : 17%|█▋ | 771/4420 [00:06<00:26, 140.13it/s]\n779 17.7260 : 18%|█▊ | 786/4420 [00:06<00:26, 135.07it/s]\n799 17.2706 : 18%|█▊ | 786/4420 [00:06<00:26, 135.07it/s]\n799 17.2706 : 18%|█▊ | 800/4420 [00:06<00:27, 131.35it/s]\n799 17.2706 : 18%|█▊ | 814/4420 [00:06<00:27, 128.81it/s]\n819 18.4375 : 18%|█▊ | 814/4420 [00:06<00:27, 128.81it/s]\n819 18.4375 : 19%|█▊ | 827/4420 [00:07<00:28, 124.43it/s]\n839 18.8663 : 19%|█▊ | 827/4420 [00:07<00:28, 124.43it/s]\n839 18.8663 : 19%|█▉ | 840/4420 [00:07<00:29, 121.87it/s]\n839 18.8663 : 19%|█▉ | 853/4420 [00:07<00:29, 120.15it/s]\n859 19.1196 : 19%|█▉ | 853/4420 [00:07<00:29, 120.15it/s]\n859 19.1196 : 20%|█▉ | 866/4420 [00:07<00:29, 119.90it/s]\n859 19.1196 : 20%|█▉ | 879/4420 [00:07<00:29, 121.58it/s]\n879 19.7436 : 20%|█▉ | 879/4420 [00:07<00:29, 121.58it/s]\n879 19.7436 : 20%|██ | 892/4420 [00:07<00:28, 122.72it/s]\n899 20.6417 : 20%|██ | 892/4420 [00:07<00:28, 122.72it/s]\n899 20.6417 : 21%|██ | 907/4420 [00:07<00:27, 128.70it/s]\n919 18.1844 : 21%|██ | 907/4420 [00:07<00:27, 128.70it/s]\n919 18.1844 : 21%|██ | 921/4420 [00:07<00:26, 129.63it/s]\n919 18.1844 : 21%|██ | 934/4420 [00:07<00:28, 124.44it/s]\n939 18.6440 : 21%|██ | 934/4420 [00:07<00:28, 124.44it/s]\n939 18.6440 : 21%|██▏ | 947/4420 [00:08<00:28, 119.82it/s]\n959 19.5416 : 21%|██▏ | 947/4420 [00:08<00:28, 119.82it/s]\n959 19.5416 : 22%|██▏ | 960/4420 [00:08<00:29, 116.82it/s]\n959 19.5416 : 22%|██▏ | 972/4420 [00:08<00:30, 114.38it/s]\n979 19.3833 : 22%|██▏ | 972/4420 [00:08<00:30, 114.38it/s]\n979 19.3833 : 22%|██▏ | 984/4420 [00:08<00:30, 110.95it/s]\n979 19.3833 : 23%|██▎ | 996/4420 [00:08<00:31, 108.61it/s]\n999 20.1932 : 23%|██▎ | 996/4420 [00:08<00:31, 108.61it/s]\n999 20.1932 : 23%|██▎ | 1007/4420 [00:08<00:31, 107.40it/s]\n999 20.1932 : 23%|██▎ | 1018/4420 [00:08<00:31, 106.93it/s]\n1019 20.5874 : 23%|██▎ | 1018/4420 [00:08<00:31, 106.93it/s]\n1019 20.5874 : 23%|██▎ | 1030/4420 [00:08<00:31, 108.02it/s]\n1039 21.6383 : 23%|██▎ | 1030/4420 [00:08<00:31, 108.02it/s]\n1039 21.6383 : 24%|██▎ | 1042/4420 [00:08<00:30, 109.00it/s]\n1039 21.6383 : 24%|██▍ | 1054/4420 [00:09<00:30, 111.71it/s]\n1059 22.2883 : 24%|██▍ | 1054/4420 [00:09<00:30, 111.71it/s]\n1059 22.2883 : 24%|██▍ | 1068/4420 [00:09<00:28, 118.33it/s]\n1079 18.8880 : 24%|██▍ | 1068/4420 [00:09<00:28, 118.33it/s]\n1079 18.8880 : 24%|██▍ | 1080/4420 [00:09<00:28, 117.29it/s]\n1079 18.8880 : 25%|██▍ | 1092/4420 [00:09<00:28, 116.33it/s]\n1099 19.2687 : 25%|██▍ | 1092/4420 [00:09<00:28, 116.33it/s]\n1099 19.2687 : 25%|██▍ | 1104/4420 [00:09<00:28, 115.03it/s]\n1099 19.2687 : 25%|██▌ | 1116/4420 [00:09<00:28, 114.37it/s]\n1119 20.5193 : 25%|██▌ | 1116/4420 [00:09<00:28, 114.37it/s]\n1119 20.5193 : 26%|██▌ | 1128/4420 [00:09<00:29, 110.42it/s]\n1139 20.9526 : 26%|██▌ | 1128/4420 [00:09<00:29, 110.42it/s]\n1139 20.9526 : 26%|██▌ | 1140/4420 [00:09<00:29, 109.98it/s]\n1139 20.9526 : 26%|██▌ | 1152/4420 [00:09<00:30, 108.49it/s]\n1159 20.7344 : 26%|██▌ | 1152/4420 [00:09<00:30, 108.49it/s]\n1159 20.7344 : 26%|██▋ | 1164/4420 [00:09<00:29, 109.01it/s]\n1159 20.7344 : 27%|██▋ | 1176/4420 [00:10<00:29, 109.92it/s]\n1179 21.9858 : 27%|██▋ | 1176/4420 [00:10<00:29, 109.92it/s]\n1179 21.9858 : 27%|██▋ | 1188/4420 [00:10<00:29, 111.41it/s]\n1199 21.4091 : 27%|██▋ | 1188/4420 [00:10<00:29, 111.41it/s]\n1199 21.4091 : 27%|██▋ | 1201/4420 [00:10<00:27, 115.32it/s]\n1199 21.4091 : 27%|██▋ | 1215/4420 [00:10<00:26, 121.71it/s]\n1219 16.0988 : 27%|██▋ | 1215/4420 [00:10<00:26, 121.71it/s]\n1219 16.0988 : 28%|██▊ | 1229/4420 [00:10<00:25, 125.74it/s]\n1239 22.3165 : 28%|██▊ | 1229/4420 [00:10<00:25, 125.74it/s]\n1239 22.3165 : 28%|██▊ | 1243/4420 [00:10<00:24, 127.15it/s]\n1239 22.3165 : 28%|██▊ | 1256/4420 [00:10<00:24, 127.88it/s]\n1259 22.1288 : 28%|██▊ | 1256/4420 [00:10<00:24, 127.88it/s]\n1259 22.1288 : 29%|██▊ | 1269/4420 [00:10<00:24, 128.11it/s]\n1279 23.9709 : 29%|██▊ | 1269/4420 [00:10<00:24, 128.11it/s]\n1279 23.9709 : 29%|██▉ | 1282/4420 [00:10<00:24, 125.68it/s]\n1279 23.9709 : 29%|██▉ | 1295/4420 [00:11<00:24, 125.84it/s]\n1299 26.5274 : 29%|██▉ | 1295/4420 [00:11<00:24, 125.84it/s]\n1299 26.5274 : 30%|██▉ | 1308/4420 [00:11<00:24, 124.99it/s]\n1319 23.2538 : 30%|██▉ | 1308/4420 [00:11<00:24, 124.99it/s]\n1319 23.2538 : 30%|██▉ | 1321/4420 [00:11<00:24, 125.34it/s]\n1319 23.2538 : 30%|███ | 1335/4420 [00:11<00:24, 127.61it/s]\n1339 24.3438 : 30%|███ | 1335/4420 [00:11<00:24, 127.61it/s]\n1339 24.3438 : 31%|███ | 1349/4420 [00:11<00:23, 130.79it/s]\n1359 26.5367 : 31%|███ | 1349/4420 [00:11<00:23, 130.79it/s]\n1359 26.5367 : 31%|███ | 1365/4420 [00:11<00:22, 138.58it/s]\n1379 20.9314 : 31%|███ | 1365/4420 [00:11<00:22, 138.58it/s]\n1379 20.9314 : 31%|███ | 1381/4420 [00:11<00:21, 143.25it/s]\n1379 20.9314 : 32%|███▏ | 1396/4420 [00:11<00:21, 143.73it/s]\n1399 22.8947 : 32%|███▏ | 1396/4420 [00:11<00:21, 143.73it/s]\n1399 22.8947 : 32%|███▏ | 1411/4420 [00:11<00:20, 144.17it/s]\n1419 23.9477 : 32%|███▏ | 1411/4420 [00:11<00:20, 144.17it/s]\n1419 23.9477 : 32%|███▏ | 1426/4420 [00:11<00:21, 142.17it/s]\n1439 25.0374 : 32%|███▏ | 1426/4420 [00:12<00:21, 142.17it/s]\n1439 25.0374 : 33%|███▎ | 1441/4420 [00:12<00:21, 140.65it/s]\n1439 25.0374 : 33%|███▎ | 1456/4420 [00:12<00:21, 140.00it/s]\n1459 23.2949 : 33%|███▎ | 1456/4420 [00:12<00:21, 140.00it/s]\n1459 23.2949 : 33%|███▎ | 1471/4420 [00:12<00:20, 140.59it/s]\n1479 24.0068 : 33%|███▎ | 1471/4420 [00:12<00:20, 140.59it/s]\n1479 24.0068 : 34%|███▎ | 1486/4420 [00:12<00:20, 142.34it/s]\n1499 24.8892 : 34%|███▎ | 1486/4420 [00:12<00:20, 142.34it/s]\n1499 24.8892 : 34%|███▍ | 1502/4420 [00:12<00:19, 146.48it/s]\n1519 24.4688 : 34%|███▍ | 1502/4420 [00:12<00:19, 146.48it/s]\n1519 24.4688 : 34%|███▍ | 1520/4420 [00:12<00:18, 154.73it/s]\n1519 24.4688 : 35%|███▍ | 1537/4420 [00:12<00:18, 158.14it/s]\n1539 22.2090 : 35%|███▍ | 1537/4420 [00:12<00:18, 158.14it/s]\n1539 22.2090 : 35%|███▌ | 1553/4420 [00:12<00:18, 157.08it/s]\n1559 22.4376 : 35%|███▌ | 1553/4420 [00:12<00:18, 157.08it/s]\n1559 22.4376 : 35%|███▌ | 1569/4420 [00:12<00:18, 156.49it/s]\n1579 24.0997 : 35%|███▌ | 1569/4420 [00:12<00:18, 156.49it/s]\n1579 24.0997 : 36%|███▌ | 1585/4420 [00:13<00:18, 154.25it/s]\n1599 24.6874 : 36%|███▌ | 1585/4420 [00:13<00:18, 154.25it/s]\n1599 24.6874 : 36%|███▌ | 1601/4420 [00:13<00:18, 153.51it/s]\n1599 24.6874 : 37%|███▋ | 1617/4420 [00:13<00:18, 153.37it/s]\n1619 22.7656 : 37%|███▋ | 1617/4420 [00:13<00:18, 153.37it/s]\n1619 22.7656 : 37%|███▋ | 1634/4420 [00:13<00:17, 155.59it/s]\n1639 26.0414 : 37%|███▋ | 1634/4420 [00:13<00:17, 155.59it/s]\n1639 26.0414 : 37%|███▋ | 1651/4420 [00:13<00:17, 159.13it/s]\n1659 24.9253 : 37%|███▋ | 1651/4420 [00:13<00:17, 159.13it/s]\n1659 24.9253 : 38%|███▊ | 1670/4420 [00:13<00:16, 167.70it/s]\n1679 20.0208 : 38%|███▊ | 1670/4420 [00:13<00:16, 167.70it/s]\n1679 20.0208 : 38%|███▊ | 1688/4420 [00:13<00:16, 168.30it/s]\n1699 21.5922 : 38%|███▊ | 1688/4420 [00:13<00:16, 168.30it/s]\n1699 21.5922 : 39%|███▊ | 1705/4420 [00:13<00:16, 163.27it/s]\n1719 21.7032 : 39%|███▊ | 1705/4420 [00:13<00:16, 163.27it/s]\n1719 21.7032 : 39%|███▉ | 1722/4420 [00:13<00:16, 159.37it/s]\n1719 21.7032 : 39%|███▉ | 1738/4420 [00:13<00:17, 155.49it/s]\n1739 23.3891 : 39%|███▉ | 1738/4420 [00:13<00:17, 155.49it/s]\n1739 23.3891 : 40%|███▉ | 1754/4420 [00:14<00:17, 152.58it/s]\n1759 24.9687 : 40%|███▉ | 1754/4420 [00:14<00:17, 152.58it/s]\n1759 24.9687 : 40%|████ | 1770/4420 [00:14<00:17, 151.66it/s]\n1779 24.2586 : 40%|████ | 1770/4420 [00:14<00:17, 151.66it/s]\n1779 24.2586 : 40%|████ | 1786/4420 [00:14<00:17, 153.08it/s]\n1799 25.6195 : 40%|████ | 1786/4420 [00:14<00:17, 153.08it/s]\n1799 25.6195 : 41%|████ | 1803/4420 [00:14<00:16, 156.54it/s]\n1819 26.8080 : 41%|████ | 1803/4420 [00:14<00:16, 156.54it/s]\n1819 26.8080 : 41%|████ | 1822/4420 [00:14<00:15, 165.16it/s]\n1819 26.8080 : 42%|████▏ | 1839/4420 [00:14<00:15, 163.84it/s]\n1839 19.8513 : 42%|████▏ | 1839/4420 [00:14<00:15, 163.84it/s]\n1839 19.8513 : 42%|████▏ | 1856/4420 [00:14<00:16, 154.96it/s]\n1859 21.3867 : 42%|████▏ | 1856/4420 [00:14<00:16, 154.96it/s]\n1859 21.3867 : 42%|████▏ | 1872/4420 [00:14<00:17, 148.68it/s]\n1879 22.7893 : 42%|████▏ | 1872/4420 [00:14<00:17, 148.68it/s]\n1879 22.7893 : 43%|████▎ | 1887/4420 [00:14<00:17, 143.09it/s]\n1899 23.4342 : 43%|████▎ | 1887/4420 [00:15<00:17, 143.09it/s]\n1899 23.4342 : 43%|████▎ | 1902/4420 [00:15<00:18, 139.81it/s]\n1899 23.4342 : 43%|████▎ | 1917/4420 [00:15<00:18, 138.44it/s]\n1919 20.7748 : 43%|████▎ | 1917/4420 [00:15<00:18, 138.44it/s]\n1919 20.7748 : 44%|████▎ | 1931/4420 [00:15<00:17, 138.74it/s]\n1939 25.6800 : 44%|████▎ | 1931/4420 [00:15<00:17, 138.74it/s]\n1939 25.6800 : 44%|████▍ | 1946/4420 [00:15<00:17, 140.78it/s]\n1959 25.5415 : 44%|████▍ | 1946/4420 [00:15<00:17, 140.78it/s]\n1959 25.5415 : 44%|████▍ | 1963/4420 [00:15<00:16, 146.99it/s]\n1979 17.9170 : 44%|████▍ | 1963/4420 [00:15<00:16, 146.99it/s]\n1979 17.9170 : 45%|████▍ | 1981/4420 [00:15<00:15, 154.56it/s]\n1979 17.9170 : 45%|████▌ | 1997/4420 [00:15<00:16, 144.55it/s]\n1999 20.7980 : 45%|████▌ | 1997/4420 [00:15<00:16, 144.55it/s]\n1999 20.7980 : 46%|████▌ | 2012/4420 [00:15<00:17, 137.05it/s]\n2019 19.2915 : 46%|████▌ | 2012/4420 [00:15<00:17, 137.05it/s]\n2019 19.2915 : 46%|████▌ | 2026/4420 [00:15<00:18, 131.67it/s]\n2039 19.8732 : 46%|████▌ | 2026/4420 [00:16<00:18, 131.67it/s]\n2039 19.8732 : 46%|████▌ | 2040/4420 [00:16<00:18, 126.82it/s]\n2039 19.8732 : 46%|████▋ | 2053/4420 [00:16<00:18, 125.07it/s]\n2059 23.2785 : 46%|████▋ | 2053/4420 [00:16<00:18, 125.07it/s]\n2059 23.2785 : 47%|████▋ | 2066/4420 [00:16<00:18, 124.09it/s]\n2059 23.2785 : 47%|████▋ | 2079/4420 [00:16<00:18, 124.11it/s]\n2079 22.5621 : 47%|████▋ | 2079/4420 [00:16<00:18, 124.11it/s]\n2079 22.5621 : 47%|████▋ | 2093/4420 [00:16<00:18, 126.77it/s]\n2099 23.7245 : 47%|████▋ | 2093/4420 [00:16<00:18, 126.77it/s]\n2099 23.7245 : 48%|████▊ | 2108/4420 [00:16<00:17, 131.63it/s]\n2119 24.4929 : 48%|████▊ | 2108/4420 [00:16<00:17, 131.63it/s]\n2119 24.4929 : 48%|████▊ | 2124/4420 [00:16<00:16, 138.86it/s]\n2119 24.4929 : 48%|████▊ | 2139/4420 [00:16<00:16, 138.58it/s]\n2139 19.0056 : 48%|████▊ | 2139/4420 [00:16<00:16, 138.58it/s]\n2139 19.0056 : 49%|████▊ | 2153/4420 [00:16<00:17, 127.64it/s]\n2159 18.7823 : 49%|████▊ | 2153/4420 [00:17<00:17, 127.64it/s]\n2159 18.7823 : 49%|████▉ | 2166/4420 [00:17<00:18, 120.52it/s]\n2159 18.7823 : 49%|████▉ | 2179/4420 [00:17<00:19, 114.51it/s]\n2179 19.7452 : 49%|████▉ | 2179/4420 [00:17<00:19, 114.51it/s]\n2179 19.7452 : 50%|████▉ | 2191/4420 [00:17<00:19, 112.52it/s]\n2199 21.9172 : 50%|████▉ | 2191/4420 [00:17<00:19, 112.52it/s]\n2199 21.9172 : 50%|████▉ | 2203/4420 [00:17<00:19, 111.27it/s]\n2199 21.9172 : 50%|█████ | 2215/4420 [00:17<00:19, 111.89it/s]\n2219 24.1600 : 50%|█████ | 2215/4420 [00:17<00:19, 111.89it/s]\n2219 24.1600 : 50%|█████ | 2227/4420 [00:17<00:19, 112.02it/s]\n2239 22.6455 : 50%|█████ | 2227/4420 [00:17<00:19, 112.02it/s]\n2239 22.6455 : 51%|█████ | 2240/4420 [00:17<00:18, 115.41it/s]\n2239 22.6455 : 51%|█████ | 2254/4420 [00:17<00:17, 121.03it/s]\n2259 22.9930 : 51%|█████ | 2254/4420 [00:17<00:17, 121.03it/s]\n2259 22.9930 : 51%|█████▏ | 2269/4420 [00:17<00:16, 127.83it/s]\n2279 20.1022 : 51%|█████▏ | 2269/4420 [00:18<00:16, 127.83it/s]\n2279 20.1022 : 52%|█████▏ | 2284/4420 [00:18<00:16, 132.92it/s]\n2279 20.1022 : 52%|█████▏ | 2298/4420 [00:18<00:16, 131.89it/s]\n2299 22.5034 : 52%|█████▏ | 2298/4420 [00:18<00:16, 131.89it/s]\n2299 22.5034 : 52%|█████▏ | 2312/4420 [00:18<00:16, 128.75it/s]\n2319 23.9336 : 52%|█████▏ | 2312/4420 [00:18<00:16, 128.75it/s]\n2319 23.9336 : 53%|█████▎ | 2325/4420 [00:18<00:16, 127.24it/s]\n2319 23.9336 : 53%|█████▎ | 2338/4420 [00:18<00:16, 125.32it/s]\n2339 22.3520 : 53%|█████▎ | 2338/4420 [00:18<00:16, 125.32it/s]\n2339 22.3520 : 53%|█████▎ | 2351/4420 [00:18<00:16, 125.30it/s]\n2359 22.7794 : 53%|█████▎ | 2351/4420 [00:18<00:16, 125.30it/s]\n2359 22.7794 : 53%|█████▎ | 2364/4420 [00:18<00:16, 125.74it/s]\n2359 22.7794 : 54%|█████▍ | 2377/4420 [00:18<00:16, 126.62it/s]\n2379 26.1882 : 54%|█████▍ | 2377/4420 [00:18<00:16, 126.62it/s]\n2379 26.1882 : 54%|█████▍ | 2391/4420 [00:18<00:15, 130.38it/s]\n2399 26.5107 : 54%|█████▍ | 2391/4420 [00:18<00:15, 130.38it/s]\n2399 26.5107 : 54%|█████▍ | 2407/4420 [00:18<00:14, 137.12it/s]\n2419 26.6911 : 54%|█████▍ | 2407/4420 [00:19<00:14, 137.12it/s]\n2419 26.6911 : 55%|█████▍ | 2424/4420 [00:19<00:13, 144.60it/s]\n2439 21.8577 : 55%|█████▍ | 2424/4420 [00:19<00:13, 144.60it/s]\n2439 21.8577 : 55%|█████▌ | 2440/4420 [00:19<00:13, 148.47it/s]\n2439 21.8577 : 56%|█████▌ | 2455/4420 [00:19<00:13, 147.23it/s]\n2459 24.9911 : 56%|█████▌ | 2455/4420 [00:19<00:13, 147.23it/s]\n2459 24.9911 : 56%|█████▌ | 2470/4420 [00:19<00:13, 145.62it/s]\n2479 26.3314 : 56%|█████▌ | 2470/4420 [00:19<00:13, 145.62it/s]\n2479 26.3314 : 56%|█████▌ | 2485/4420 [00:19<00:13, 143.33it/s]\n2499 27.2712 : 56%|█████▌ | 2485/4420 [00:19<00:13, 143.33it/s]\n2499 27.2712 : 57%|█████▋ | 2500/4420 [00:19<00:13, 143.45it/s]\n2499 27.2712 : 57%|█████▋ | 2515/4420 [00:19<00:13, 143.31it/s]\n2519 25.4480 : 57%|█████▋ | 2515/4420 [00:19<00:13, 143.31it/s]\n2519 25.4480 : 57%|█████▋ | 2530/4420 [00:19<00:13, 144.66it/s]\n2539 27.8622 : 57%|█████▋ | 2530/4420 [00:19<00:13, 144.66it/s]\n2539 27.8622 : 58%|█████▊ | 2546/4420 [00:19<00:12, 148.28it/s]\n2559 28.6575 : 58%|█████▊ | 2546/4420 [00:20<00:12, 148.28it/s]\n2559 28.6575 : 58%|█████▊ | 2564/4420 [00:20<00:11, 155.76it/s]\n2579 26.1125 : 58%|█████▊ | 2564/4420 [00:20<00:11, 155.76it/s]\n2579 26.1125 : 58%|█████▊ | 2583/4420 [00:20<00:11, 163.58it/s]\n2599 23.8857 : 58%|█████▊ | 2583/4420 [00:20<00:11, 163.58it/s]\n2599 23.8857 : 59%|█████▉ | 2600/4420 [00:20<00:11, 164.47it/s]\n2599 23.8857 : 59%|█████▉ | 2617/4420 [00:20<00:11, 161.51it/s]\n2619 24.1119 : 59%|█████▉ | 2617/4420 [00:20<00:11, 161.51it/s]\n2619 24.1119 : 60%|█████▉ | 2634/4420 [00:20<00:11, 159.32it/s]\n2639 28.5090 : 60%|█████▉ | 2634/4420 [00:20<00:11, 159.32it/s]\n2639 28.5090 : 60%|█████▉ | 2650/4420 [00:20<00:11, 157.81it/s]\n2659 28.6897 : 60%|█████▉ | 2650/4420 [00:20<00:11, 157.81it/s]\n2659 28.6897 : 60%|██████ | 2666/4420 [00:20<00:11, 157.17it/s]\n2679 27.3989 : 60%|██████ | 2666/4420 [00:20<00:11, 157.17it/s]\n2679 27.3989 : 61%|██████ | 2682/4420 [00:20<00:11, 157.79it/s]\n2699 28.1371 : 61%|██████ | 2682/4420 [00:20<00:11, 157.79it/s]\n2699 28.1371 : 61%|██████ | 2700/4420 [00:20<00:10, 161.78it/s]\n2699 28.1371 : 62%|██████▏ | 2719/4420 [00:20<00:10, 169.61it/s]\n2719 27.8928 : 62%|██████▏ | 2719/4420 [00:20<00:10, 169.61it/s]\n2719 27.8928 : 62%|██████▏ | 2739/4420 [00:21<00:09, 176.80it/s]\n2739 23.3914 : 62%|██████▏ | 2739/4420 [00:21<00:09, 176.80it/s]\n2739 23.3914 : 62%|██████▏ | 2757/4420 [00:21<00:09, 171.78it/s]\n2759 23.6409 : 62%|██████▏ | 2757/4420 [00:21<00:09, 171.78it/s]\n2759 23.6409 : 63%|██████▎ | 2775/4420 [00:21<00:09, 165.62it/s]\n2779 26.4417 : 63%|██████▎ | 2775/4420 [00:21<00:09, 165.62it/s]\n2779 26.4417 : 63%|██████▎ | 2792/4420 [00:21<00:10, 160.03it/s]\n2799 27.6342 : 63%|██████▎ | 2792/4420 [00:21<00:10, 160.03it/s]\n2799 27.6342 : 64%|██████▎ | 2809/4420 [00:21<00:10, 157.01it/s]\n2819 23.0986 : 64%|██████▎ | 2809/4420 [00:21<00:10, 157.01it/s]\n2819 23.0986 : 64%|██████▍ | 2825/4420 [00:21<00:10, 155.96it/s]\n2839 27.2908 : 64%|██████▍ | 2825/4420 [00:21<00:10, 155.96it/s]\n2839 27.2908 : 64%|██████▍ | 2841/4420 [00:21<00:10, 156.76it/s]\n2839 27.2908 : 65%|██████▍ | 2859/4420 [00:21<00:09, 162.04it/s]\n2859 29.5996 : 65%|██████▍ | 2859/4420 [00:21<00:09, 162.04it/s]\n2859 29.5996 : 65%|██████▌ | 2878/4420 [00:21<00:09, 169.46it/s]\n2879 29.4896 : 65%|██████▌ | 2878/4420 [00:21<00:09, 169.46it/s]\n2879 29.4896 : 66%|██████▌ | 2897/4420 [00:22<00:08, 174.51it/s]\n2899 24.2376 : 66%|██████▌ | 2897/4420 [00:22<00:08, 174.51it/s]\n2899 24.2376 : 66%|██████▌ | 2915/4420 [00:22<00:09, 160.40it/s]\n2919 26.7274 : 66%|██████▌ | 2915/4420 [00:22<00:09, 160.40it/s]\n2919 26.7274 : 66%|██████▋ | 2932/4420 [00:22<00:09, 151.99it/s]\n2939 27.4402 : 66%|██████▋ | 2932/4420 [00:22<00:09, 151.99it/s]\n2939 27.4402 : 67%|██████▋ | 2948/4420 [00:22<00:10, 144.91it/s]\n2959 25.4703 : 67%|██████▋ | 2948/4420 [00:22<00:10, 144.91it/s]\n2959 25.4703 : 67%|██████▋ | 2963/4420 [00:22<00:10, 141.24it/s]\n2959 25.4703 : 67%|██████▋ | 2978/4420 [00:22<00:10, 140.29it/s]\n2979 26.1543 : 67%|██████▋ | 2978/4420 [00:22<00:10, 140.29it/s]\n2979 26.1543 : 68%|██████▊ | 2993/4420 [00:22<00:10, 139.95it/s]\n2999 28.6703 : 68%|██████▊ | 2993/4420 [00:22<00:10, 139.95it/s]\n2999 28.6703 : 68%|██████▊ | 3008/4420 [00:22<00:09, 142.44it/s]\n3019 26.6445 : 68%|██████▊ | 3008/4420 [00:22<00:09, 142.44it/s]\n3019 26.6445 : 68%|██████▊ | 3025/4420 [00:22<00:09, 148.93it/s]\n3039 26.6479 : 68%|██████▊ | 3025/4420 [00:23<00:09, 148.93it/s]\n3039 26.6479 : 69%|██████▉ | 3043/4420 [00:23<00:08, 155.75it/s]\n3039 26.6479 : 69%|██████▉ | 3059/4420 [00:23<00:09, 145.51it/s]\n3059 23.5348 : 69%|██████▉ | 3059/4420 [00:23<00:09, 145.51it/s]\n3059 23.5348 : 70%|██████▉ | 3074/4420 [00:23<00:10, 134.00it/s]\n3079 22.4419 : 70%|██████▉ | 3074/4420 [00:23<00:10, 134.00it/s]\n3079 22.4419 : 70%|██████▉ | 3088/4420 [00:23<00:10, 125.92it/s]\n3099 24.2883 : 70%|██████▉ | 3088/4420 [00:23<00:10, 125.92it/s]\n3099 24.2883 : 70%|███████ | 3101/4420 [00:23<00:11, 119.85it/s]\n3099 24.2883 : 70%|███████ | 3114/4420 [00:23<00:11, 116.25it/s]\n3119 22.5563 : 70%|███████ | 3114/4420 [00:23<00:11, 116.25it/s]\n3119 22.5563 : 71%|███████ | 3126/4420 [00:23<00:11, 112.86it/s]\n3119 22.5563 : 71%|███████ | 3138/4420 [00:23<00:11, 112.18it/s]\n3139 22.2606 : 71%|███████ | 3138/4420 [00:23<00:11, 112.18it/s]\n3139 22.2606 : 71%|███████▏ | 3150/4420 [00:24<00:11, 112.98it/s]\n3159 24.3051 : 71%|███████▏ | 3150/4420 [00:24<00:11, 112.98it/s]\n3159 24.3051 : 72%|███████▏ | 3163/4420 [00:24<00:10, 116.08it/s]\n3159 24.3051 : 72%|███████▏ | 3177/4420 [00:24<00:10, 120.33it/s]\n3179 24.2771 : 72%|███████▏ | 3177/4420 [00:24<00:10, 120.33it/s]\n3179 24.2771 : 72%|███████▏ | 3191/4420 [00:24<00:09, 125.47it/s]\n3199 16.7955 : 72%|███████▏ | 3191/4420 [00:24<00:09, 125.47it/s]\n3199 16.7955 : 72%|███████▏ | 3204/4420 [00:24<00:09, 123.14it/s]\n3199 16.7955 : 73%|███████▎ | 3217/4420 [00:24<00:10, 109.90it/s]\n3219 20.1811 : 73%|███████▎ | 3217/4420 [00:24<00:10, 109.90it/s]\n3219 20.1811 : 73%|███████▎ | 3229/4420 [00:24<00:11, 102.04it/s]\n3239 20.3949 : 73%|███████▎ | 3229/4420 [00:24<00:11, 102.04it/s]\n3239 20.3949 : 73%|███████▎ | 3240/4420 [00:24<00:12, 94.86it/s]\n3239 20.3949 : 74%|███████▎ | 3250/4420 [00:25<00:12, 91.51it/s]\n3259 19.8003 : 74%|███████▎ | 3250/4420 [00:25<00:12, 91.51it/s]\n3259 19.8003 : 74%|███████▍ | 3260/4420 [00:25<00:13, 88.77it/s]\n3259 19.8003 : 74%|███████▍ | 3269/4420 [00:25<00:13, 87.01it/s]\n3259 19.8003 : 74%|███████▍ | 3278/4420 [00:25<00:13, 86.49it/s]\n3279 20.8182 : 74%|███████▍ | 3278/4420 [00:25<00:13, 86.49it/s]\n3279 20.8182 : 74%|███████▍ | 3287/4420 [00:25<00:13, 86.83it/s]\n3279 20.8182 : 75%|███████▍ | 3296/4420 [00:25<00:12, 87.43it/s]\n3299 19.6332 : 75%|███████▍ | 3296/4420 [00:25<00:12, 87.43it/s]\n3299 19.6332 : 75%|███████▍ | 3306/4420 [00:25<00:12, 89.61it/s]\n3299 19.6332 : 75%|███████▌ | 3317/4420 [00:25<00:11, 92.95it/s]\n3319 22.8242 : 75%|███████▌ | 3317/4420 [00:25<00:11, 92.95it/s]\n3319 22.8242 : 75%|███████▌ | 3327/4420 [00:25<00:11, 94.64it/s]\n3319 22.8242 : 76%|███████▌ | 3338/4420 [00:25<00:11, 97.81it/s]\n3339 20.1959 : 76%|███████▌ | 3338/4420 [00:25<00:11, 97.81it/s]\n3339 20.1959 : 76%|███████▌ | 3349/4420 [00:26<00:10, 99.12it/s]\n3339 20.1959 : 76%|███████▌ | 3359/4420 [00:26<00:10, 98.31it/s]\n3359 22.5933 : 76%|███████▌ | 3359/4420 [00:26<00:10, 98.31it/s]\n3359 22.5933 : 76%|███████▌ | 3369/4420 [00:26<00:10, 97.98it/s]\n3359 22.5933 : 76%|███████▋ | 3379/4420 [00:26<00:10, 97.98it/s]\n3379 23.2085 : 76%|███████▋ | 3379/4420 [00:26<00:10, 97.98it/s]\n3379 23.2085 : 77%|███████▋ | 3389/4420 [00:26<00:10, 94.91it/s]\n3379 23.2085 : 77%|███████▋ | 3399/4420 [00:26<00:10, 93.43it/s]\n3399 24.1939 : 77%|███████▋ | 3399/4420 [00:26<00:10, 93.43it/s]\n3399 24.1939 : 77%|███████▋ | 3409/4420 [00:26<00:10, 92.37it/s]\n3399 24.1939 : 77%|███████▋ | 3419/4420 [00:26<00:11, 90.88it/s]\n3419 22.8891 : 77%|███████▋ | 3419/4420 [00:26<00:11, 90.88it/s]\n3419 22.8891 : 78%|███████▊ | 3429/4420 [00:26<00:10, 91.21it/s]\n3419 22.8891 : 78%|███████▊ | 3439/4420 [00:27<00:10, 91.95it/s]\n3439 24.0556 : 78%|███████▊ | 3439/4420 [00:27<00:10, 91.95it/s]\n3439 24.0556 : 78%|███████▊ | 3449/4420 [00:27<00:10, 93.30it/s]\n3459 24.6364 : 78%|███████▊ | 3449/4420 [00:27<00:10, 93.30it/s]\n3459 24.6364 : 78%|███████▊ | 3460/4420 [00:27<00:09, 96.59it/s]\n3459 24.6364 : 79%|███████▊ | 3471/4420 [00:27<00:09, 100.31it/s]\n3479 24.8309 : 79%|███████▊ | 3471/4420 [00:27<00:09, 100.31it/s]\n3479 24.8309 : 79%|███████▉ | 3483/4420 [00:27<00:09, 103.76it/s]\n3479 24.8309 : 79%|███████▉ | 3494/4420 [00:27<00:08, 105.50it/s]\n3499 18.1782 : 79%|███████▉ | 3494/4420 [00:27<00:08, 105.50it/s]\n3499 18.1782 : 79%|███████▉ | 3505/4420 [00:27<00:08, 106.15it/s]\n3499 18.1782 : 80%|███████▉ | 3516/4420 [00:27<00:08, 106.43it/s]\n3519 27.3266 : 80%|███████▉ | 3516/4420 [00:27<00:08, 106.43it/s]\n3519 27.3266 : 80%|███████▉ | 3527/4420 [00:27<00:08, 106.41it/s]\n3519 27.3266 : 80%|████████ | 3538/4420 [00:27<00:08, 104.45it/s]\n3539 28.2474 : 80%|████████ | 3538/4420 [00:28<00:08, 104.45it/s]\n3539 28.2474 : 80%|████████ | 3549/4420 [00:28<00:08, 103.19it/s]\n3559 28.9006 : 80%|████████ | 3549/4420 [00:28<00:08, 103.19it/s]\n3559 28.9006 : 81%|████████ | 3560/4420 [00:28<00:08, 104.08it/s]\n3559 28.9006 : 81%|████████ | 3571/4420 [00:28<00:08, 103.95it/s]\n3579 26.0985 : 81%|████████ | 3571/4420 [00:28<00:08, 103.95it/s]\n3579 26.0985 : 81%|████████ | 3582/4420 [00:28<00:07, 104.86it/s]\n3579 26.0985 : 81%|████████▏ | 3594/4420 [00:28<00:07, 106.79it/s]\n3599 26.7127 : 81%|████████▏ | 3594/4420 [00:28<00:07, 106.79it/s]\n3599 26.7127 : 82%|████████▏ | 3607/4420 [00:28<00:07, 111.37it/s]\n3619 28.8415 : 82%|████████▏ | 3607/4420 [00:28<00:07, 111.37it/s]\n3619 28.8415 : 82%|████████▏ | 3620/4420 [00:28<00:06, 116.17it/s]\n3619 28.8415 : 82%|████████▏ | 3634/4420 [00:28<00:06, 121.28it/s]\n3639 25.5654 : 82%|████████▏ | 3634/4420 [00:28<00:06, 121.28it/s]\n3639 25.5654 : 83%|████████▎ | 3648/4420 [00:28<00:06, 124.25it/s]\n3659 25.2785 : 83%|████████▎ | 3648/4420 [00:29<00:06, 124.25it/s]\n3659 25.2785 : 83%|████████▎ | 3661/4420 [00:29<00:06, 124.50it/s]\n3659 25.2785 : 83%|████████▎ | 3674/4420 [00:29<00:06, 123.08it/s]\n3679 29.8815 : 83%|████████▎ | 3674/4420 [00:29<00:06, 123.08it/s]\n3679 29.8815 : 83%|████████▎ | 3687/4420 [00:29<00:06, 120.92it/s]\n3699 28.2678 : 83%|████████▎ | 3687/4420 [00:29<00:06, 120.92it/s]\n3699 28.2678 : 84%|████████▎ | 3700/4420 [00:29<00:06, 118.06it/s]\n3699 28.2678 : 84%|████████▍ | 3712/4420 [00:29<00:05, 118.09it/s]\n3719 26.2957 : 84%|████████▍ | 3712/4420 [00:29<00:05, 118.09it/s]\n3719 26.2957 : 84%|████████▍ | 3724/4420 [00:29<00:05, 117.89it/s]\n3719 26.2957 : 85%|████████▍ | 3736/4420 [00:29<00:05, 117.78it/s]\n3739 29.0804 : 85%|████████▍ | 3736/4420 [00:29<00:05, 117.78it/s]\n3739 29.0804 : 85%|████████▍ | 3748/4420 [00:29<00:05, 118.34it/s]\n3759 28.6987 : 85%|████████▍ | 3748/4420 [00:29<00:05, 118.34it/s]\n3759 28.6987 : 85%|████████▌ | 3762/4420 [00:29<00:05, 123.25it/s]\n3759 28.6987 : 85%|████████▌ | 3777/4420 [00:29<00:04, 128.83it/s]\n3779 31.8018 : 85%|████████▌ | 3777/4420 [00:30<00:04, 128.83it/s]\n3779 31.8018 : 86%|████████▌ | 3792/4420 [00:30<00:04, 133.46it/s]\n3799 25.6766 : 86%|████████▌ | 3792/4420 [00:30<00:04, 133.46it/s]\n3799 25.6766 : 86%|████████▌ | 3806/4420 [00:30<00:04, 135.34it/s]\n3819 25.4094 : 86%|████████▌ | 3806/4420 [00:30<00:04, 135.34it/s]\n3819 25.4094 : 86%|████████▋ | 3820/4420 [00:30<00:04, 134.31it/s]\n3819 25.4094 : 87%|████████▋ | 3834/4420 [00:30<00:04, 132.27it/s]\n3839 27.6275 : 87%|████████▋ | 3834/4420 [00:30<00:04, 132.27it/s]\n3839 27.6275 : 87%|████████▋ | 3848/4420 [00:30<00:04, 128.75it/s]\n3859 29.3407 : 87%|████████▋ | 3848/4420 [00:30<00:04, 128.75it/s]\n3859 29.3407 : 87%|████████▋ | 3861/4420 [00:30<00:04, 127.80it/s]\n3859 29.3407 : 88%|████████▊ | 3874/4420 [00:30<00:04, 126.93it/s]\n3879 27.2545 : 88%|████████▊ | 3874/4420 [00:30<00:04, 126.93it/s]\n3879 27.2545 : 88%|████████▊ | 3887/4420 [00:30<00:04, 126.57it/s]\n3899 29.2382 : 88%|████████▊ | 3887/4420 [00:30<00:04, 126.57it/s]\n3899 29.2382 : 88%|████████▊ | 3900/4420 [00:30<00:04, 127.53it/s]\n3899 29.2382 : 89%|████████▊ | 3915/4420 [00:31<00:03, 132.45it/s]\n3919 29.0174 : 89%|████████▊ | 3915/4420 [00:31<00:03, 132.45it/s]\n3919 29.0174 : 89%|████████▉ | 3931/4420 [00:31<00:03, 137.87it/s]\n3939 30.4297 : 89%|████████▉ | 3931/4420 [00:31<00:03, 137.87it/s]\n3939 30.4297 : 89%|████████▉ | 3947/4420 [00:31<00:03, 141.69it/s]\n3959 20.7998 : 89%|████████▉ | 3947/4420 [00:31<00:03, 141.69it/s]\n3959 20.7998 : 90%|████████▉ | 3962/4420 [00:31<00:03, 142.93it/s]\n3959 20.7998 : 90%|████████▉ | 3977/4420 [00:31<00:03, 139.58it/s]\n3979 26.4022 : 90%|████████▉ | 3977/4420 [00:31<00:03, 139.58it/s]\n3979 26.4022 : 90%|█████████ | 3991/4420 [00:31<00:03, 136.15it/s]\n3999 26.9148 : 90%|█████████ | 3991/4420 [00:31<00:03, 136.15it/s]\n3999 26.9148 : 91%|█████████ | 4005/4420 [00:31<00:03, 132.35it/s]\n3999 26.9148 : 91%|█████████ | 4019/4420 [00:31<00:03, 130.49it/s]\n4019 28.3023 : 91%|█████████ | 4019/4420 [00:31<00:03, 130.49it/s]\n4019 28.3023 : 91%|█████████ | 4033/4420 [00:31<00:02, 129.38it/s]\n4039 27.6622 : 91%|█████████ | 4033/4420 [00:31<00:02, 129.38it/s]\n4039 27.6622 : 92%|█████████▏| 4046/4420 [00:32<00:02, 129.21it/s]\n4059 30.5128 : 92%|█████████▏| 4046/4420 [00:32<00:02, 129.21it/s]\n4059 30.5128 : 92%|█████████▏| 4060/4420 [00:32<00:02, 131.81it/s]\n4059 30.5128 : 92%|█████████▏| 4076/4420 [00:32<00:02, 138.08it/s]\n4079 32.0805 : 92%|█████████▏| 4076/4420 [00:32<00:02, 138.08it/s]\n4079 32.0805 : 93%|█████████▎| 4092/4420 [00:32<00:02, 142.57it/s]\n4099 30.3502 : 93%|█████████▎| 4092/4420 [00:32<00:02, 142.57it/s]\n4099 30.3502 : 93%|█████████▎| 4107/4420 [00:32<00:02, 144.29it/s]\n4119 23.9074 : 93%|█████████▎| 4107/4420 [00:32<00:02, 144.29it/s]\n4119 23.9074 : 93%|█████████▎| 4122/4420 [00:32<00:02, 141.38it/s]\n4119 23.9074 : 94%|█████████▎| 4137/4420 [00:32<00:02, 134.98it/s]\n4139 26.7536 : 94%|█████████▎| 4137/4420 [00:32<00:02, 134.98it/s]\n4139 26.7536 : 94%|█████████▍| 4151/4420 [00:32<00:02, 128.24it/s]\n4159 26.5412 : 94%|█████████▍| 4151/4420 [00:32<00:02, 128.24it/s]\n4159 26.5412 : 94%|█████████▍| 4164/4420 [00:32<00:02, 125.32it/s]\n4159 26.5412 : 95%|█████████▍| 4177/4420 [00:33<00:01, 123.98it/s]\n4179 23.1800 : 95%|█████████▍| 4177/4420 [00:33<00:01, 123.98it/s]\n4179 23.1800 : 95%|█████████▍| 4190/4420 [00:33<00:01, 122.97it/s]\n4199 26.2801 : 95%|█████████▍| 4190/4420 [00:33<00:01, 122.97it/s]\n4199 26.2801 : 95%|█████████▌| 4203/4420 [00:33<00:01, 123.27it/s]\n4199 26.2801 : 95%|█████████▌| 4217/4420 [00:33<00:01, 126.88it/s]\n4219 30.6155 : 95%|█████████▌| 4217/4420 [00:33<00:01, 126.88it/s]\n4219 30.6155 : 96%|█████████▌| 4232/4420 [00:33<00:01, 132.22it/s]\n4239 30.2725 : 96%|█████████▌| 4232/4420 [00:33<00:01, 132.22it/s]\n4239 30.2725 : 96%|█████████▌| 4247/4420 [00:33<00:01, 137.09it/s]\n4259 28.4728 : 96%|█████████▌| 4247/4420 [00:33<00:01, 137.09it/s]\n4259 28.4728 : 96%|█████████▋| 4262/4420 [00:33<00:01, 139.13it/s]\n4259 28.4728 : 97%|█████████▋| 4276/4420 [00:33<00:01, 125.53it/s]\n4279 20.4381 : 97%|█████████▋| 4276/4420 [00:33<00:01, 125.53it/s]\n4279 20.4381 : 97%|█████████▋| 4289/4420 [00:33<00:01, 111.28it/s]\n4299 21.4567 : 97%|█████████▋| 4289/4420 [00:34<00:01, 111.28it/s]\n4299 21.4567 : 97%|█████████▋| 4301/4420 [00:34<00:01, 102.52it/s]\n4299 21.4567 : 98%|█████████▊| 4312/4420 [00:34<00:01, 98.71it/s]\n4319 22.6654 : 98%|█████████▊| 4312/4420 [00:34<00:01, 98.71it/s]\n4319 22.6654 : 98%|█████████▊| 4323/4420 [00:34<00:01, 96.14it/s]\n4319 22.6654 : 98%|█████████▊| 4333/4420 [00:34<00:00, 95.25it/s]\n4339 23.5483 : 98%|█████████▊| 4333/4420 [00:34<00:00, 95.25it/s]\n4339 23.5483 : 98%|█████████▊| 4343/4420 [00:34<00:00, 94.08it/s]\n4339 23.5483 : 98%|█████████▊| 4353/4420 [00:34<00:00, 94.84it/s]\n4359 23.6020 : 98%|█████████▊| 4353/4420 [00:34<00:00, 94.84it/s]\n4359 23.6020 : 99%|█████████▊| 4363/4420 [00:34<00:00, 95.80it/s]\n4359 23.6020 : 99%|█████████▉| 4375/4420 [00:34<00:00, 100.73it/s]\n4379 25.1768 : 99%|█████████▉| 4375/4420 [00:34<00:00, 100.73it/s]\n4379 25.1768 : 99%|█████████▉| 4387/4420 [00:34<00:00, 104.63it/s]\n4379 25.1768 : 100%|█████████▉| 4399/4420 [00:35<00:00, 107.69it/s]\n4399 24.6237 : 100%|█████████▉| 4399/4420 [00:35<00:00, 107.69it/s]\n4399 24.6237 : 100%|█████████▉| 4411/4420 [00:35<00:00, 108.98it/s]\n4419 13.4231 : 100%|█████████▉| 4411/4420 [00:35<00:00, 108.98it/s]\n4419 13.4231 : 100%|██████████| 4420/4420 [00:35<00:00, 125.47it/s]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 1\n epoch_size: 22099392\n batches_per_epoch: 4420\n batch_size: 5000\n optim_type: 'ray'\n\n 0%| | 0/4420 [00:00<?, ?it/s]\n 0%| | 11/4420 [00:00<00:41, 106.87it/s]\n4439 22.0277 : 0%| | 11/4420 [00:00<00:41, 106.87it/s]\n4439 22.0277 : 0%| | 22/4420 [00:00<00:43, 100.75it/s]\n4439 22.0277 : 1%| | 33/4420 [00:00<00:44, 98.01it/s]\n4459 19.4925 : 1%| | 33/4420 [00:00<00:44, 98.01it/s]\n4459 19.4925 : 1%| | 43/4420 [00:00<00:44, 97.68it/s]\n4459 19.4925 : 1%| | 53/4420 [00:00<00:45, 96.39it/s]\n4479 21.1203 : 1%| | 53/4420 [00:00<00:45, 96.39it/s]\n4479 21.1203 : 1%|▏ | 63/4420 [00:00<00:46, 93.16it/s]\n4479 21.1203 : 2%|▏ | 73/4420 [00:00<00:47, 91.83it/s]\n4499 22.5380 : 2%|▏ | 73/4420 [00:00<00:47, 91.83it/s]\n4499 22.5380 : 2%|▏ | 83/4420 [00:00<00:47, 91.23it/s]\n4499 22.5380 : 2%|▏ | 93/4420 [00:00<00:48, 89.11it/s]\n4519 23.0067 : 2%|▏ | 93/4420 [00:01<00:48, 89.11it/s]\n4519 23.0067 : 2%|▏ | 103/4420 [00:01<00:48, 89.79it/s]\n4519 23.0067 : 3%|▎ | 113/4420 [00:01<00:46, 92.01it/s]\n4539 23.5128 : 3%|▎ | 113/4420 [00:01<00:46, 92.01it/s]\n4539 23.5128 : 3%|▎ | 123/4420 [00:01<00:45, 94.02it/s]\n4539 23.5128 : 3%|▎ | 134/4420 [00:01<00:44, 96.52it/s]\n4559 22.2723 : 3%|▎ | 134/4420 [00:01<00:44, 96.52it/s]\n4559 22.2723 : 3%|▎ | 147/4420 [00:01<00:41, 103.85it/s]\n4559 22.2723 : 4%|▎ | 159/4420 [00:01<00:40, 106.23it/s]\n4579 22.0384 : 4%|▎ | 159/4420 [00:01<00:40, 106.23it/s]\n4579 22.0384 : 4%|▍ | 170/4420 [00:01<00:39, 106.96it/s]\n4599 24.7747 : 4%|▍ | 170/4420 [00:01<00:39, 106.96it/s]\n4599 24.7747 : 4%|▍ | 181/4420 [00:01<00:40, 104.89it/s]\n4599 24.7747 : 4%|▍ | 192/4420 [00:01<00:41, 103.02it/s]\n4619 25.6866 : 4%|▍ | 192/4420 [00:02<00:41, 103.02it/s]\n4619 25.6866 : 5%|▍ | 203/4420 [00:02<00:41, 101.90it/s]\n4619 25.6866 : 5%|▍ | 214/4420 [00:02<00:41, 100.26it/s]\n4639 28.5741 : 5%|▍ | 214/4420 [00:02<00:41, 100.26it/s]\n4639 28.5741 : 5%|▌ | 225/4420 [00:02<00:42, 99.69it/s]\n4639 28.5741 : 5%|▌ | 236/4420 [00:02<00:41, 99.99it/s]\n4659 27.7192 : 5%|▌ | 236/4420 [00:02<00:41, 99.99it/s]\n4659 27.7192 : 6%|▌ | 247/4420 [00:02<00:41, 100.08it/s]\n4659 27.7192 : 6%|▌ | 258/4420 [00:02<00:41, 100.07it/s]\n4679 28.2172 : 6%|▌ | 258/4420 [00:02<00:41, 100.07it/s]\n4679 28.2172 : 6%|▌ | 269/4420 [00:02<00:40, 102.28it/s]\n4699 27.7492 : 6%|▌ | 269/4420 [00:02<00:40, 102.28it/s]\n4699 27.7492 : 6%|▋ | 280/4420 [00:02<00:40, 103.48it/s]\n4699 27.7492 : 7%|▋ | 292/4420 [00:02<00:38, 107.73it/s]\n4719 27.7042 : 7%|▋ | 292/4420 [00:02<00:38, 107.73it/s]\n4719 27.7042 : 7%|▋ | 306/4420 [00:03<00:35, 114.64it/s]\n4719 27.7042 : 7%|▋ | 319/4420 [00:03<00:34, 118.69it/s]\n4739 26.5048 : 7%|▋ | 319/4420 [00:03<00:34, 118.69it/s]\n4739 26.5048 : 8%|▊ | 332/4420 [00:03<00:34, 119.90it/s]\n4759 26.3620 : 8%|▊ | 332/4420 [00:03<00:34, 119.90it/s]\n4759 26.3620 : 8%|▊ | 345/4420 [00:03<00:33, 120.77it/s]\n4759 26.3620 : 8%|▊ | 358/4420 [00:03<00:33, 121.53it/s]\n4779 26.1254 : 8%|▊ | 358/4420 [00:03<00:33, 121.53it/s]\n4779 26.1254 : 8%|▊ | 371/4420 [00:03<00:33, 119.12it/s]\n4799 28.0783 : 8%|▊ | 371/4420 [00:03<00:33, 119.12it/s]\n4799 28.0783 : 9%|▊ | 383/4420 [00:03<00:34, 118.07it/s]\n4799 28.0783 : 9%|▉ | 395/4420 [00:03<00:34, 117.01it/s]\n4819 29.7934 : 9%|▉ | 395/4420 [00:03<00:34, 117.01it/s]\n4819 29.7934 : 9%|▉ | 407/4420 [00:03<00:34, 116.83it/s]\n4839 29.5746 : 9%|▉ | 407/4420 [00:03<00:34, 116.83it/s]\n4839 29.5746 : 10%|▉ | 420/4420 [00:03<00:33, 119.21it/s]\n4839 29.5746 : 10%|▉ | 433/4420 [00:04<00:32, 121.28it/s]\n4859 27.6696 : 10%|▉ | 433/4420 [00:04<00:32, 121.28it/s]\n4859 27.6696 : 10%|█ | 447/4420 [00:04<00:31, 126.07it/s]\n4879 25.2430 : 10%|█ | 447/4420 [00:04<00:31, 126.07it/s]\n4879 25.2430 : 10%|█ | 462/4420 [00:04<00:30, 131.41it/s]\n4879 25.2430 : 11%|█ | 476/4420 [00:04<00:29, 132.21it/s]\n4899 28.7901 : 11%|█ | 476/4420 [00:04<00:29, 132.21it/s]\n4899 28.7901 : 11%|█ | 490/4420 [00:04<00:29, 131.14it/s]\n4919 28.3557 : 11%|█ | 490/4420 [00:04<00:29, 131.14it/s]\n4919 28.3557 : 11%|█▏ | 504/4420 [00:04<00:30, 129.63it/s]\n4919 28.3557 : 12%|█▏ | 517/4420 [00:04<00:30, 127.38it/s]\n4939 29.8393 : 12%|█▏ | 517/4420 [00:04<00:30, 127.38it/s]\n4939 29.8393 : 12%|█▏ | 530/4420 [00:04<00:31, 124.10it/s]\n4959 30.3354 : 12%|█▏ | 530/4420 [00:04<00:31, 124.10it/s]\n4959 30.3354 : 12%|█▏ | 543/4420 [00:04<00:31, 122.72it/s]\n4959 30.3354 : 13%|█▎ | 556/4420 [00:05<00:31, 122.22it/s]\n4979 28.7004 : 13%|█▎ | 556/4420 [00:05<00:31, 122.22it/s]\n4979 28.7004 : 13%|█▎ | 569/4420 [00:05<00:31, 123.36it/s]\n4999 29.6749 : 13%|█▎ | 569/4420 [00:05<00:31, 123.36it/s]\n4999 29.6749 : 13%|█▎ | 583/4420 [00:05<00:30, 125.95it/s]\n4999 29.6749 : 14%|█▎ | 598/4420 [00:05<00:29, 130.48it/s]\n5019 29.6602 : 14%|█▎ | 598/4420 [00:05<00:29, 130.48it/s]\n5019 29.6602 : 14%|█▍ | 613/4420 [00:05<00:28, 135.26it/s]\n5039 25.8953 : 14%|█▍ | 613/4420 [00:05<00:28, 135.26it/s]\n5039 25.8953 : 14%|█▍ | 627/4420 [00:05<00:28, 134.59it/s]\n5059 28.1144 : 14%|█▍ | 627/4420 [00:05<00:28, 134.59it/s]\n5059 28.1144 : 15%|█▍ | 641/4420 [00:05<00:28, 132.32it/s]\n5059 28.1144 : 15%|█▍ | 655/4420 [00:05<00:28, 131.09it/s]\n5079 24.5684 : 15%|█▍ | 655/4420 [00:05<00:28, 131.09it/s]\n5079 24.5684 : 15%|█▌ | 669/4420 [00:05<00:29, 128.64it/s]\n5099 26.2072 : 15%|█▌ | 669/4420 [00:05<00:29, 128.64it/s]\n5099 26.2072 : 15%|█▌ | 682/4420 [00:06<00:29, 125.51it/s]\n5099 26.2072 : 16%|█▌ | 695/4420 [00:06<00:29, 124.66it/s]\n5119 28.5023 : 16%|█▌ | 695/4420 [00:06<00:29, 124.66it/s]\n5119 28.5023 : 16%|█▌ | 708/4420 [00:06<00:29, 124.29it/s]\n5139 27.4920 : 16%|█▌ | 708/4420 [00:06<00:29, 124.29it/s]\n5139 27.4920 : 16%|█▋ | 721/4420 [00:06<00:29, 125.58it/s]\n5139 27.4920 : 17%|█▋ | 735/4420 [00:06<00:28, 128.21it/s]\n5159 24.7394 : 17%|█▋ | 735/4420 [00:06<00:28, 128.21it/s]\n5159 24.7394 : 17%|█▋ | 750/4420 [00:06<00:27, 132.37it/s]\n5179 28.6245 : 17%|█▋ | 750/4420 [00:06<00:27, 132.37it/s]\n5179 28.6245 : 17%|█▋ | 765/4420 [00:06<00:26, 136.88it/s]\n5179 28.6245 : 18%|█▊ | 779/4420 [00:06<00:27, 132.19it/s]\n5199 26.5901 : 18%|█▊ | 779/4420 [00:06<00:27, 132.19it/s]\n5199 26.5901 : 18%|█▊ | 793/4420 [00:06<00:28, 127.36it/s]\n5219 27.2755 : 18%|█▊ | 793/4420 [00:06<00:28, 127.36it/s]\n5219 27.2755 : 18%|█▊ | 806/4420 [00:06<00:29, 124.33it/s]\n5219 27.2755 : 19%|█▊ | 819/4420 [00:07<00:29, 122.16it/s]\n5239 27.6343 : 19%|█▊ | 819/4420 [00:07<00:29, 122.16it/s]\n5239 27.6343 : 19%|█▉ | 832/4420 [00:07<00:30, 117.91it/s]\n5259 27.4715 : 19%|█▉ | 832/4420 [00:07<00:30, 117.91it/s]\n5259 27.4715 : 19%|█▉ | 844/4420 [00:07<00:30, 116.29it/s]\n5259 27.4715 : 19%|█▉ | 856/4420 [00:07<00:30, 115.45it/s]\n5279 26.7576 : 19%|█▉ | 856/4420 [00:07<00:30, 115.45it/s]\n5279 26.7576 : 20%|█▉ | 868/4420 [00:07<00:30, 115.25it/s]\n5299 27.2032 : 20%|█▉ | 868/4420 [00:07<00:30, 115.25it/s]\n5299 27.2032 : 20%|█▉ | 880/4420 [00:07<00:30, 115.93it/s]\n5299 27.2032 : 20%|██ | 892/4420 [00:07<00:30, 116.60it/s]\n5319 29.3813 : 20%|██ | 892/4420 [00:07<00:30, 116.60it/s]\n5319 29.3813 : 20%|██ | 906/4420 [00:07<00:28, 122.57it/s]\n5319 29.3813 : 21%|██ | 919/4420 [00:07<00:28, 124.52it/s]\n5339 25.2711 : 21%|██ | 919/4420 [00:07<00:28, 124.52it/s]\n5339 25.2711 : 21%|██ | 932/4420 [00:08<00:29, 119.49it/s]\n5359 29.1669 : 21%|██ | 932/4420 [00:08<00:29, 119.49it/s]\n5359 29.1669 : 21%|██▏ | 945/4420 [00:08<00:30, 114.67it/s]\n5359 29.1669 : 22%|██▏ | 957/4420 [00:08<00:31, 111.64it/s]\n5379 26.7121 : 22%|██▏ | 957/4420 [00:08<00:31, 111.64it/s]\n5379 26.7121 : 22%|██▏ | 969/4420 [00:08<00:31, 109.79it/s]\n5399 28.3559 : 22%|██▏ | 969/4420 [00:08<00:31, 109.79it/s]\n5399 28.3559 : 22%|██▏ | 981/4420 [00:08<00:32, 106.84it/s]\n5399 28.3559 : 22%|██▏ | 992/4420 [00:08<00:32, 104.96it/s]\n5419 29.1089 : 22%|██▏ | 992/4420 [00:08<00:32, 104.96it/s]\n5419 29.1089 : 23%|██▎ | 1003/4420 [00:08<00:33, 103.00it/s]\n5419 29.1089 : 23%|██▎ | 1014/4420 [00:08<00:33, 102.70it/s]\n5439 27.5635 : 23%|██▎ | 1014/4420 [00:08<00:33, 102.70it/s]\n5439 27.5635 : 23%|██▎ | 1025/4420 [00:08<00:33, 102.39it/s]\n5439 27.5635 : 23%|██▎ | 1036/4420 [00:09<00:32, 103.36it/s]\n5459 28.3375 : 23%|██▎ | 1036/4420 [00:09<00:32, 103.36it/s]\n5459 28.3375 : 24%|██▎ | 1047/4420 [00:09<00:32, 103.74it/s]\n5479 30.4755 : 24%|██▎ | 1047/4420 [00:09<00:32, 103.74it/s]\n5479 30.4755 : 24%|██▍ | 1060/4420 [00:09<00:30, 109.32it/s]\n5479 30.4755 : 24%|██▍ | 1073/4420 [00:09<00:29, 113.11it/s]\n5499 25.3037 : 24%|██▍ | 1073/4420 [00:09<00:29, 113.11it/s]\n5499 25.3037 : 25%|██▍ | 1085/4420 [00:09<00:29, 112.23it/s]\n5499 25.3037 : 25%|██▍ | 1097/4420 [00:09<00:29, 111.37it/s]\n5519 27.7496 : 25%|██▍ | 1097/4420 [00:09<00:29, 111.37it/s]\n5519 27.7496 : 25%|██▌ | 1109/4420 [00:09<00:29, 111.44it/s]\n5539 26.9547 : 25%|██▌ | 1109/4420 [00:09<00:29, 111.44it/s]\n5539 26.9547 : 25%|██▌ | 1121/4420 [00:09<00:30, 108.87it/s]\n5539 26.9547 : 26%|██▌ | 1132/4420 [00:09<00:30, 107.17it/s]\n5559 27.0618 : 26%|██▌ | 1132/4420 [00:10<00:30, 107.17it/s]\n5559 27.0618 : 26%|██▌ | 1143/4420 [00:10<00:31, 105.56it/s]\n5559 27.0618 : 26%|██▌ | 1154/4420 [00:10<00:31, 103.03it/s]\n5579 26.1153 : 26%|██▌ | 1154/4420 [00:10<00:31, 103.03it/s]\n5579 26.1153 : 26%|██▋ | 1165/4420 [00:10<00:31, 103.62it/s]\n5579 26.1153 : 27%|██▋ | 1176/4420 [00:10<00:31, 104.51it/s]\n5599 25.4100 : 27%|██▋ | 1176/4420 [00:10<00:31, 104.51it/s]\n5599 25.4100 : 27%|██▋ | 1188/4420 [00:10<00:30, 107.14it/s]\n5619 25.9706 : 27%|██▋ | 1188/4420 [00:10<00:30, 107.14it/s]\n5619 25.9706 : 27%|██▋ | 1201/4420 [00:10<00:28, 111.60it/s]\n5619 25.9706 : 27%|██▋ | 1215/4420 [00:10<00:27, 118.10it/s]\n5639 23.1521 : 27%|██▋ | 1215/4420 [00:10<00:27, 118.10it/s]\n5639 23.1521 : 28%|██▊ | 1229/4420 [00:10<00:26, 121.81it/s]\n5659 28.9899 : 28%|██▊ | 1229/4420 [00:10<00:26, 121.81it/s]\n5659 28.9899 : 28%|██▊ | 1242/4420 [00:10<00:25, 123.50it/s]\n5659 28.9899 : 28%|██▊ | 1255/4420 [00:10<00:25, 124.01it/s]\n5679 28.8946 : 28%|██▊ | 1255/4420 [00:11<00:25, 124.01it/s]\n5679 28.8946 : 29%|██▊ | 1268/4420 [00:11<00:25, 123.84it/s]\n5699 28.6167 : 29%|██▊ | 1268/4420 [00:11<00:25, 123.84it/s]\n5699 28.6167 : 29%|██▉ | 1281/4420 [00:11<00:25, 120.85it/s]\n5699 28.6167 : 29%|██▉ | 1294/4420 [00:11<00:25, 120.57it/s]\n5719 29.4535 : 29%|██▉ | 1294/4420 [00:11<00:25, 120.57it/s]\n5719 29.4535 : 30%|██▉ | 1307/4420 [00:11<00:25, 119.91it/s]\n5739 27.0588 : 30%|██▉ | 1307/4420 [00:11<00:25, 119.91it/s]\n5739 27.0588 : 30%|██▉ | 1320/4420 [00:11<00:25, 121.22it/s]\n5739 27.0588 : 30%|███ | 1333/4420 [00:11<00:25, 122.97it/s]\n5759 27.6898 : 30%|███ | 1333/4420 [00:11<00:25, 122.97it/s]\n5759 27.6898 : 30%|███ | 1347/4420 [00:11<00:24, 125.57it/s]\n5779 29.2888 : 30%|███ | 1347/4420 [00:11<00:24, 125.57it/s]\n5779 29.2888 : 31%|███ | 1362/4420 [00:11<00:23, 132.32it/s]\n5779 29.2888 : 31%|███ | 1377/4420 [00:11<00:22, 137.14it/s]\n5799 25.8258 : 31%|███ | 1377/4420 [00:11<00:22, 137.14it/s]\n5799 25.8258 : 31%|███▏ | 1392/4420 [00:12<00:21, 138.42it/s]\n5819 28.3411 : 31%|███▏ | 1392/4420 [00:12<00:21, 138.42it/s]\n5819 28.3411 : 32%|███▏ | 1406/4420 [00:12<00:21, 138.38it/s]\n5839 30.0516 : 32%|███▏ | 1406/4420 [00:12<00:21, 138.38it/s]\n5839 30.0516 : 32%|███▏ | 1420/4420 [00:12<00:21, 137.85it/s]\n5839 30.0516 : 32%|███▏ | 1434/4420 [00:12<00:22, 135.71it/s]\n5859 28.4989 : 32%|███▏ | 1434/4420 [00:12<00:22, 135.71it/s]\n5859 28.4989 : 33%|███▎ | 1448/4420 [00:12<00:22, 135.02it/s]\n5879 28.8184 : 33%|███▎ | 1448/4420 [00:12<00:22, 135.02it/s]\n5879 28.8184 : 33%|███▎ | 1462/4420 [00:12<00:21, 135.14it/s]\n5879 28.8184 : 33%|███▎ | 1476/4420 [00:12<00:21, 136.36it/s]\n5899 27.6939 : 33%|███▎ | 1476/4420 [00:12<00:21, 136.36it/s]\n5899 27.6939 : 34%|███▎ | 1491/4420 [00:12<00:20, 139.53it/s]\n5919 27.8730 : 34%|███▎ | 1491/4420 [00:12<00:20, 139.53it/s]\n5919 27.8730 : 34%|███▍ | 1507/4420 [00:12<00:20, 145.09it/s]\n5939 29.6937 : 34%|███▍ | 1507/4420 [00:12<00:20, 145.09it/s]\n5939 29.6937 : 34%|███▍ | 1524/4420 [00:12<00:19, 151.65it/s]\n5959 25.0619 : 34%|███▍ | 1524/4420 [00:13<00:19, 151.65it/s]\n5959 25.0619 : 35%|███▍ | 1540/4420 [00:13<00:18, 152.91it/s]\n5959 25.0619 : 35%|███▌ | 1556/4420 [00:13<00:18, 151.45it/s]\n5979 26.3746 : 35%|███▌ | 1556/4420 [00:13<00:18, 151.45it/s]\n5979 26.3746 : 36%|███▌ | 1572/4420 [00:13<00:18, 150.68it/s]\n5999 28.4888 : 36%|███▌ | 1572/4420 [00:13<00:18, 150.68it/s]\n5999 28.4888 : 36%|███▌ | 1588/4420 [00:13<00:19, 148.88it/s]\n6019 28.6654 : 36%|███▌ | 1588/4420 [00:13<00:19, 148.88it/s]\n6019 28.6654 : 36%|███▋ | 1603/4420 [00:13<00:19, 147.55it/s]\n6019 28.6654 : 37%|███▋ | 1618/4420 [00:13<00:18, 148.01it/s]\n6039 26.5465 : 37%|███▋ | 1618/4420 [00:13<00:18, 148.01it/s]\n6039 26.5465 : 37%|███▋ | 1634/4420 [00:13<00:18, 150.17it/s]\n6059 30.5189 : 37%|███▋ | 1634/4420 [00:13<00:18, 150.17it/s]\n6059 30.5189 : 37%|███▋ | 1651/4420 [00:13<00:17, 154.32it/s]\n6079 27.0058 : 37%|███▋ | 1651/4420 [00:13<00:17, 154.32it/s]\n6079 27.0058 : 38%|███▊ | 1670/4420 [00:13<00:16, 163.24it/s]\n6099 26.4773 : 38%|███▊ | 1670/4420 [00:13<00:16, 163.24it/s]\n6099 26.4773 : 38%|███▊ | 1687/4420 [00:14<00:16, 163.77it/s]\n6119 28.5506 : 38%|███▊ | 1687/4420 [00:14<00:16, 163.77it/s]\n6119 28.5506 : 39%|███▊ | 1704/4420 [00:14<00:17, 158.57it/s]\n6139 27.5920 : 39%|███▊ | 1704/4420 [00:14<00:17, 158.57it/s]\n6139 27.5920 : 39%|███▉ | 1720/4420 [00:14<00:17, 154.14it/s]\n6139 27.5920 : 39%|███▉ | 1736/4420 [00:14<00:17, 150.35it/s]\n6159 29.1483 : 39%|███▉ | 1736/4420 [00:14<00:17, 150.35it/s]\n6159 29.1483 : 40%|███▉ | 1752/4420 [00:14<00:18, 147.64it/s]\n6179 29.9300 : 40%|███▉ | 1752/4420 [00:14<00:18, 147.64it/s]\n6179 29.9300 : 40%|███▉ | 1767/4420 [00:14<00:18, 146.44it/s]\n6199 28.7898 : 40%|███▉ | 1767/4420 [00:14<00:18, 146.44it/s]\n6199 28.7898 : 40%|████ | 1782/4420 [00:14<00:17, 147.33it/s]\n6199 28.7898 : 41%|████ | 1798/4420 [00:14<00:17, 150.62it/s]\n6219 30.7488 : 41%|████ | 1798/4420 [00:14<00:17, 150.62it/s]\n6219 30.7488 : 41%|████ | 1816/4420 [00:14<00:16, 157.62it/s]\n6239 29.7167 : 41%|████ | 1816/4420 [00:14<00:16, 157.62it/s]\n6239 29.7167 : 41%|████▏ | 1834/4420 [00:14<00:16, 161.00it/s]\n6259 24.0239 : 41%|████▏ | 1834/4420 [00:15<00:16, 161.00it/s]\n6259 24.0239 : 42%|████▏ | 1851/4420 [00:15<00:16, 151.71it/s]\n6279 26.3414 : 42%|████▏ | 1851/4420 [00:15<00:16, 151.71it/s]\n6279 26.3414 : 42%|████▏ | 1867/4420 [00:15<00:17, 144.82it/s]\n6299 27.5078 : 42%|████▏ | 1867/4420 [00:15<00:17, 144.82it/s]\n6299 27.5078 : 43%|████▎ | 1882/4420 [00:15<00:18, 139.82it/s]\n6299 27.5078 : 43%|████▎ | 1897/4420 [00:15<00:18, 136.17it/s]\n6319 27.4157 : 43%|████▎ | 1897/4420 [00:15<00:18, 136.17it/s]\n6319 27.4157 : 43%|████▎ | 1911/4420 [00:15<00:18, 134.09it/s]\n6339 26.5229 : 43%|████▎ | 1911/4420 [00:15<00:18, 134.09it/s]\n6339 26.5229 : 44%|████▎ | 1925/4420 [00:15<00:18, 133.54it/s]\n6359 30.2618 : 44%|████▎ | 1925/4420 [00:15<00:18, 133.54it/s]\n6359 30.2618 : 44%|████▍ | 1940/4420 [00:15<00:18, 135.81it/s]\n6359 30.2618 : 44%|████▍ | 1955/4420 [00:15<00:17, 139.46it/s]\n6379 27.7913 : 44%|████▍ | 1955/4420 [00:15<00:17, 139.46it/s]\n6379 27.7913 : 45%|████▍ | 1972/4420 [00:16<00:16, 147.27it/s]\n6399 27.3928 : 45%|████▍ | 1972/4420 [00:16<00:16, 147.27it/s]\n6399 27.3928 : 45%|████▍ | 1987/4420 [00:16<00:16, 146.02it/s]\n6419 27.0201 : 45%|████▍ | 1987/4420 [00:16<00:16, 146.02it/s]\n6419 27.0201 : 45%|████▌ | 2002/4420 [00:16<00:17, 136.48it/s]\n6419 27.0201 : 46%|████▌ | 2016/4420 [00:16<00:18, 130.24it/s]\n6439 23.5959 : 46%|████▌ | 2016/4420 [00:16<00:18, 130.24it/s]\n6439 23.5959 : 46%|████▌ | 2030/4420 [00:16<00:19, 125.28it/s]\n6459 28.6960 : 46%|████▌ | 2030/4420 [00:16<00:19, 125.28it/s]\n6459 28.6960 : 46%|████▌ | 2043/4420 [00:16<00:19, 121.42it/s]\n6459 28.6960 : 47%|████▋ | 2056/4420 [00:16<00:19, 119.62it/s]\n6479 29.6581 : 47%|████▋ | 2056/4420 [00:16<00:19, 119.62it/s]\n6479 29.6581 : 47%|████▋ | 2069/4420 [00:16<00:19, 119.05it/s]\n6499 29.4912 : 47%|████▋ | 2069/4420 [00:16<00:19, 119.05it/s]\n6499 29.4912 : 47%|████▋ | 2082/4420 [00:16<00:19, 120.24it/s]\n6499 29.4912 : 47%|████▋ | 2096/4420 [00:17<00:18, 123.24it/s]\n6519 30.5966 : 47%|████▋ | 2096/4420 [00:17<00:18, 123.24it/s]\n6519 30.5966 : 48%|████▊ | 2111/4420 [00:17<00:17, 128.74it/s]\n6539 28.5816 : 48%|████▊ | 2111/4420 [00:17<00:17, 128.74it/s]\n6539 28.5816 : 48%|████▊ | 2127/4420 [00:17<00:16, 136.36it/s]\n6559 22.1499 : 48%|████▊ | 2127/4420 [00:17<00:16, 136.36it/s]\n6559 22.1499 : 48%|████▊ | 2141/4420 [00:17<00:17, 132.22it/s]\n6559 22.1499 : 49%|████▉ | 2155/4420 [00:17<00:18, 121.97it/s]\n6579 22.9299 : 49%|████▉ | 2155/4420 [00:17<00:18, 121.97it/s]\n6579 22.9299 : 49%|████▉ | 2168/4420 [00:17<00:19, 115.48it/s]\n6599 25.6384 : 49%|████▉ | 2168/4420 [00:17<00:19, 115.48it/s]\n6599 25.6384 : 49%|████▉ | 2180/4420 [00:17<00:20, 109.70it/s]\n6599 25.6384 : 50%|████▉ | 2192/4420 [00:17<00:20, 108.59it/s]\n6619 27.4244 : 50%|████▉ | 2192/4420 [00:17<00:20, 108.59it/s]\n6619 27.4244 : 50%|████▉ | 2203/4420 [00:17<00:20, 107.30it/s]\n6619 27.4244 : 50%|█████ | 2214/4420 [00:18<00:20, 107.79it/s]\n6639 29.6696 : 50%|█████ | 2214/4420 [00:18<00:20, 107.79it/s]\n6639 29.6696 : 50%|█████ | 2225/4420 [00:18<00:20, 108.12it/s]\n6639 29.6696 : 51%|█████ | 2237/4420 [00:18<00:19, 110.73it/s]\n6659 27.2337 : 51%|█████ | 2237/4420 [00:18<00:19, 110.73it/s]\n6659 27.2337 : 51%|█████ | 2250/4420 [00:18<00:18, 115.65it/s]\n6679 27.6501 : 51%|█████ | 2250/4420 [00:18<00:18, 115.65it/s]\n6679 27.6501 : 51%|█████ | 2264/4420 [00:18<00:17, 122.24it/s]\n6679 27.6501 : 52%|█████▏ | 2279/4420 [00:18<00:16, 128.79it/s]\n6699 27.3784 : 52%|█████▏ | 2279/4420 [00:18<00:16, 128.79it/s]\n6699 27.3784 : 52%|█████▏ | 2293/4420 [00:18<00:16, 129.30it/s]\n6719 24.8609 : 52%|█████▏ | 2293/4420 [00:18<00:16, 129.30it/s]\n6719 24.8609 : 52%|█████▏ | 2306/4420 [00:18<00:16, 126.19it/s]\n6719 24.8609 : 52%|█████▏ | 2319/4420 [00:18<00:16, 124.40it/s]\n6739 27.2491 : 52%|█████▏ | 2319/4420 [00:18<00:16, 124.40it/s]\n6739 27.2491 : 53%|█████▎ | 2332/4420 [00:19<00:17, 121.40it/s]\n6759 27.5842 : 53%|█████▎ | 2332/4420 [00:19<00:17, 121.40it/s]\n6759 27.5842 : 53%|█████▎ | 2345/4420 [00:19<00:17, 120.78it/s]\n6759 27.5842 : 53%|█████▎ | 2358/4420 [00:19<00:17, 120.42it/s]\n6779 27.6523 : 53%|█████▎ | 2358/4420 [00:19<00:17, 120.42it/s]\n6779 27.6523 : 54%|█████▎ | 2371/4420 [00:19<00:16, 122.01it/s]\n6799 29.9126 : 54%|█████▎ | 2371/4420 [00:19<00:16, 122.01it/s]\n6799 29.9126 : 54%|█████▍ | 2384/4420 [00:19<00:16, 123.84it/s]\n6799 29.9126 : 54%|█████▍ | 2399/4420 [00:19<00:15, 128.83it/s]\n6819 31.3652 : 54%|█████▍ | 2399/4420 [00:19<00:15, 128.83it/s]\n6819 31.3652 : 55%|█████▍ | 2415/4420 [00:19<00:14, 135.57it/s]\n6839 28.8327 : 55%|█████▍ | 2415/4420 [00:19<00:14, 135.57it/s]\n6839 28.8327 : 55%|█████▌ | 2431/4420 [00:19<00:14, 142.06it/s]\n6859 23.6026 : 55%|█████▌ | 2431/4420 [00:19<00:14, 142.06it/s]\n6859 23.6026 : 55%|█████▌ | 2446/4420 [00:19<00:13, 143.62it/s]\n6879 28.1026 : 55%|█████▌ | 2446/4420 [00:19<00:13, 143.62it/s]\n6879 28.1026 : 56%|█████▌ | 2461/4420 [00:19<00:13, 141.90it/s]\n6879 28.1026 : 56%|█████▌ | 2476/4420 [00:20<00:13, 140.67it/s]\n6899 29.2528 : 56%|█████▌ | 2476/4420 [00:20<00:13, 140.67it/s]\n6899 29.2528 : 56%|█████▋ | 2491/4420 [00:20<00:13, 139.11it/s]\n6919 28.8561 : 56%|█████▋ | 2491/4420 [00:20<00:13, 139.11it/s]\n6919 28.8561 : 57%|█████▋ | 2505/4420 [00:20<00:13, 138.82it/s]\n6939 29.4886 : 57%|█████▋ | 2505/4420 [00:20<00:13, 138.82it/s]\n6939 29.4886 : 57%|█████▋ | 2520/4420 [00:20<00:13, 139.62it/s]\n6939 29.4886 : 57%|█████▋ | 2535/4420 [00:20<00:13, 140.68it/s]\n6959 29.6499 : 57%|█████▋ | 2535/4420 [00:20<00:13, 140.68it/s]\n6959 29.6499 : 58%|█████▊ | 2551/4420 [00:20<00:12, 145.11it/s]\n6979 31.4894 : 58%|█████▊ | 2551/4420 [00:20<00:12, 145.11it/s]\n6979 31.4894 : 58%|█████▊ | 2569/4420 [00:20<00:12, 152.89it/s]\n6999 27.8778 : 58%|█████▊ | 2569/4420 [00:20<00:12, 152.89it/s]\n6999 27.8778 : 59%|█████▊ | 2587/4420 [00:20<00:11, 159.88it/s]\n7019 26.0768 : 59%|█████▊ | 2587/4420 [00:20<00:11, 159.88it/s]\n7019 26.0768 : 59%|█████▉ | 2604/4420 [00:20<00:11, 158.98it/s]\n7039 27.0455 : 59%|█████▉ | 2604/4420 [00:21<00:11, 158.98it/s]\n7039 27.0455 : 59%|█████▉ | 2620/4420 [00:21<00:11, 155.88it/s]\n7039 27.0455 : 60%|█████▉ | 2636/4420 [00:21<00:11, 153.28it/s]\n7059 30.9476 : 60%|█████▉ | 2636/4420 [00:21<00:11, 153.28it/s]\n7059 30.9476 : 60%|██████ | 2652/4420 [00:21<00:11, 152.28it/s]\n7079 29.9363 : 60%|██████ | 2652/4420 [00:21<00:11, 152.28it/s]\n7079 29.9363 : 60%|██████ | 2668/4420 [00:21<00:11, 151.47it/s]\n7099 30.6549 : 60%|██████ | 2668/4420 [00:21<00:11, 151.47it/s]\n7099 30.6549 : 61%|██████ | 2684/4420 [00:21<00:11, 152.31it/s]\n7119 31.2962 : 61%|██████ | 2684/4420 [00:21<00:11, 152.31it/s]\n7119 31.2962 : 61%|██████ | 2701/4420 [00:21<00:10, 156.34it/s]\n7119 31.2962 : 62%|██████▏ | 2719/4420 [00:21<00:10, 162.70it/s]\n7139 28.7645 : 62%|██████▏ | 2719/4420 [00:21<00:10, 162.70it/s]\n7139 28.7645 : 62%|██████▏ | 2738/4420 [00:21<00:09, 170.57it/s]\n7159 27.6483 : 62%|██████▏ | 2738/4420 [00:21<00:09, 170.57it/s]\n7159 27.6483 : 62%|██████▏ | 2756/4420 [00:21<00:09, 166.60it/s]\n7179 25.7930 : 62%|██████▏ | 2756/4420 [00:21<00:09, 166.60it/s]\n7179 25.7930 : 63%|██████▎ | 2773/4420 [00:21<00:10, 160.45it/s]\n7199 27.3615 : 63%|██████▎ | 2773/4420 [00:22<00:10, 160.45it/s]\n7199 27.3615 : 63%|██████▎ | 2790/4420 [00:22<00:10, 154.45it/s]\n7219 28.9337 : 63%|██████▎ | 2790/4420 [00:22<00:10, 154.45it/s]\n7219 28.9337 : 63%|██████▎ | 2806/4420 [00:22<00:10, 152.05it/s]\n7239 26.8219 : 63%|██████▎ | 2806/4420 [00:22<00:10, 152.05it/s]\n7239 26.8219 : 64%|██████▍ | 2822/4420 [00:22<00:10, 150.80it/s]\n7239 26.8219 : 64%|██████▍ | 2838/4420 [00:22<00:10, 151.50it/s]\n7259 28.5325 : 64%|██████▍ | 2838/4420 [00:22<00:10, 151.50it/s]\n7259 28.5325 : 65%|██████▍ | 2855/4420 [00:22<00:10, 155.55it/s]\n7279 31.4748 : 65%|██████▍ | 2855/4420 [00:22<00:10, 155.55it/s]\n7279 31.4748 : 65%|██████▌ | 2873/4420 [00:22<00:09, 162.21it/s]\n7299 30.2032 : 65%|██████▌ | 2873/4420 [00:22<00:09, 162.21it/s]\n7299 30.2032 : 65%|██████▌ | 2892/4420 [00:22<00:09, 168.83it/s]\n7319 26.9822 : 65%|██████▌ | 2892/4420 [00:22<00:09, 168.83it/s]\n7319 26.9822 : 66%|██████▌ | 2909/4420 [00:22<00:09, 159.28it/s]\n7339 28.3092 : 66%|██████▌ | 2909/4420 [00:22<00:09, 159.28it/s]\n7339 28.3092 : 66%|██████▌ | 2926/4420 [00:22<00:09, 149.58it/s]\n7359 30.7250 : 66%|██████▌ | 2926/4420 [00:23<00:09, 149.58it/s]\n7359 30.7250 : 67%|██████▋ | 2942/4420 [00:23<00:10, 141.58it/s]\n7359 30.7250 : 67%|██████▋ | 2957/4420 [00:23<00:10, 137.76it/s]\n7379 27.7050 : 67%|██████▋ | 2957/4420 [00:23<00:10, 137.76it/s]\n7379 27.7050 : 67%|██████▋ | 2971/4420 [00:23<00:10, 134.93it/s]\n7399 29.7546 : 67%|██████▋ | 2971/4420 [00:23<00:10, 134.93it/s]\n7399 29.7546 : 68%|██████▊ | 2985/4420 [00:23<00:10, 133.85it/s]\n7399 29.7546 : 68%|██████▊ | 2999/4420 [00:23<00:10, 135.53it/s]\n7419 29.8987 : 68%|██████▊ | 2999/4420 [00:23<00:10, 135.53it/s]\n7419 29.8987 : 68%|██████▊ | 3014/4420 [00:23<00:10, 139.57it/s]\n7439 29.8641 : 68%|██████▊ | 3014/4420 [00:23<00:10, 139.57it/s]\n7439 29.8641 : 69%|██████▊ | 3031/4420 [00:23<00:09, 145.99it/s]\n7459 26.9763 : 69%|██████▊ | 3031/4420 [00:23<00:09, 145.99it/s]\n7459 26.9763 : 69%|██████▉ | 3048/4420 [00:23<00:09, 150.46it/s]\n7479 27.3781 : 69%|██████▉ | 3048/4420 [00:23<00:09, 150.46it/s]\n7479 27.3781 : 69%|██████▉ | 3064/4420 [00:23<00:10, 134.54it/s]\n7479 27.3781 : 70%|██████▉ | 3078/4420 [00:24<00:10, 125.83it/s]\n7499 26.0623 : 70%|██████▉ | 3078/4420 [00:24<00:10, 125.83it/s]\n7499 26.0623 : 70%|██████▉ | 3091/4420 [00:24<00:11, 118.86it/s]\n7519 26.9998 : 70%|██████▉ | 3091/4420 [00:24<00:11, 118.86it/s]\n7519 26.9998 : 70%|███████ | 3104/4420 [00:24<00:11, 113.51it/s]\n7519 26.9998 : 70%|███████ | 3116/4420 [00:24<00:11, 110.30it/s]\n7539 27.5673 : 70%|███████ | 3116/4420 [00:24<00:11, 110.30it/s]\n7539 27.5673 : 71%|███████ | 3128/4420 [00:24<00:11, 108.97it/s]\n7539 27.5673 : 71%|███████ | 3139/4420 [00:24<00:11, 108.27it/s]\n7559 27.5597 : 71%|███████ | 3139/4420 [00:24<00:11, 108.27it/s]\n7559 27.5597 : 71%|███████▏ | 3151/4420 [00:24<00:11, 108.94it/s]\n7579 28.0967 : 71%|███████▏ | 3151/4420 [00:24<00:11, 108.94it/s]\n7579 28.0967 : 72%|███████▏ | 3163/4420 [00:24<00:11, 111.81it/s]\n7579 28.0967 : 72%|███████▏ | 3176/4420 [00:25<00:10, 115.67it/s]\n7599 27.9475 : 72%|███████▏ | 3176/4420 [00:25<00:10, 115.67it/s]\n7599 27.9475 : 72%|███████▏ | 3190/4420 [00:25<00:10, 121.10it/s]\n7619 24.2787 : 72%|███████▏ | 3190/4420 [00:25<00:10, 121.10it/s]\n7619 24.2787 : 72%|███████▏ | 3203/4420 [00:25<00:10, 119.99it/s]\n7619 24.2787 : 73%|███████▎ | 3216/4420 [00:25<00:11, 105.37it/s]\n7639 24.3966 : 73%|███████▎ | 3216/4420 [00:25<00:11, 105.37it/s]\n7639 24.3966 : 73%|███████▎ | 3227/4420 [00:25<00:12, 98.39it/s]\n7639 24.3966 : 73%|███████▎ | 3238/4420 [00:25<00:12, 91.37it/s]\n7659 23.1048 : 73%|███████▎ | 3238/4420 [00:25<00:12, 91.37it/s]\n7659 23.1048 : 73%|███████▎ | 3248/4420 [00:25<00:13, 87.27it/s]\n7659 23.1048 : 74%|███████▎ | 3257/4420 [00:25<00:13, 84.83it/s]\n7679 23.3962 : 74%|███████▎ | 3257/4420 [00:25<00:13, 84.83it/s]\n7679 23.3962 : 74%|███████▍ | 3266/4420 [00:26<00:13, 82.43it/s]\n7679 23.3962 : 74%|███████▍ | 3275/4420 [00:26<00:13, 82.04it/s]\n7699 24.5810 : 74%|███████▍ | 3275/4420 [00:26<00:13, 82.04it/s]\n7699 24.5810 : 74%|███████▍ | 3284/4420 [00:26<00:13, 81.73it/s]\n7699 24.5810 : 75%|███████▍ | 3293/4420 [00:26<00:13, 82.25it/s]\n7719 23.9782 : 75%|███████▍ | 3293/4420 [00:26<00:13, 82.25it/s]\n7719 23.9782 : 75%|███████▍ | 3302/4420 [00:26<00:13, 83.70it/s]\n7719 23.9782 : 75%|███████▍ | 3312/4420 [00:26<00:12, 87.43it/s]\n7739 26.0531 : 75%|███████▍ | 3312/4420 [00:26<00:12, 87.43it/s]\n7739 26.0531 : 75%|███████▌ | 3322/4420 [00:26<00:12, 90.53it/s]\n7739 26.0531 : 75%|███████▌ | 3333/4420 [00:26<00:11, 93.57it/s]\n7759 22.9942 : 75%|███████▌ | 3333/4420 [00:26<00:11, 93.57it/s]\n7759 22.9942 : 76%|███████▌ | 3344/4420 [00:26<00:11, 95.63it/s]\n7759 22.9942 : 76%|███████▌ | 3354/4420 [00:26<00:11, 96.18it/s]\n7779 23.9282 : 76%|███████▌ | 3354/4420 [00:27<00:11, 96.18it/s]\n7779 23.9282 : 76%|███████▌ | 3364/4420 [00:27<00:11, 94.24it/s]\n7779 23.9282 : 76%|███████▋ | 3374/4420 [00:27<00:11, 93.44it/s]\n7799 25.9427 : 76%|███████▋ | 3374/4420 [00:27<00:11, 93.44it/s]\n7799 25.9427 : 77%|███████▋ | 3384/4420 [00:27<00:11, 91.90it/s]\n7799 25.9427 : 77%|███████▋ | 3394/4420 [00:27<00:11, 88.41it/s]\n7819 27.2580 : 77%|███████▋ | 3394/4420 [00:27<00:11, 88.41it/s]\n7819 27.2580 : 77%|███████▋ | 3403/4420 [00:27<00:11, 88.06it/s]\n7819 27.2580 : 77%|███████▋ | 3412/4420 [00:27<00:11, 86.94it/s]\n7839 25.9286 : 77%|███████▋ | 3412/4420 [00:27<00:11, 86.94it/s]\n7839 25.9286 : 77%|███████▋ | 3421/4420 [00:27<00:11, 86.16it/s]\n7839 25.9286 : 78%|███████▊ | 3430/4420 [00:27<00:11, 86.78it/s]\n7839 25.9286 : 78%|███████▊ | 3439/4420 [00:27<00:11, 87.35it/s]\n7859 26.7853 : 78%|███████▊ | 3439/4420 [00:27<00:11, 87.35it/s]\n7859 26.7853 : 78%|███████▊ | 3449/4420 [00:28<00:10, 88.40it/s]\n7859 26.7853 : 78%|███████▊ | 3459/4420 [00:28<00:10, 91.02it/s]\n7879 27.9055 : 78%|███████▊ | 3459/4420 [00:28<00:10, 91.02it/s]\n7879 27.9055 : 79%|███████▊ | 3470/4420 [00:28<00:10, 94.03it/s]\n7899 26.7521 : 79%|███████▊ | 3470/4420 [00:28<00:10, 94.03it/s]\n7899 26.7521 : 79%|███████▉ | 3481/4420 [00:28<00:09, 97.17it/s]\n7899 26.7521 : 79%|███████▉ | 3492/4420 [00:28<00:09, 100.04it/s]\n7919 26.9001 : 79%|███████▉ | 3492/4420 [00:28<00:09, 100.04it/s]\n7919 26.9001 : 79%|███████▉ | 3503/4420 [00:28<00:09, 101.10it/s]\n7919 26.9001 : 80%|███████▉ | 3514/4420 [00:28<00:08, 100.88it/s]\n7939 28.6585 : 80%|███████▉ | 3514/4420 [00:28<00:08, 100.88it/s]\n7939 28.6585 : 80%|███████▉ | 3525/4420 [00:28<00:08, 101.68it/s]\n7939 28.6585 : 80%|████████ | 3536/4420 [00:28<00:08, 100.66it/s]\n7959 29.3852 : 80%|████████ | 3536/4420 [00:28<00:08, 100.66it/s]\n7959 29.3852 : 80%|████████ | 3547/4420 [00:29<00:08, 99.66it/s]\n7959 29.3852 : 80%|████████ | 3558/4420 [00:29<00:08, 100.54it/s]\n7979 29.6836 : 80%|████████ | 3558/4420 [00:29<00:08, 100.54it/s]\n7979 29.6836 : 81%|████████ | 3569/4420 [00:29<00:08, 99.87it/s]\n7999 27.8065 : 81%|████████ | 3569/4420 [00:29<00:08, 99.87it/s]\n7999 27.8065 : 81%|████████ | 3580/4420 [00:29<00:08, 100.03it/s]\n7999 27.8065 : 81%|████████ | 3591/4420 [00:29<00:08, 100.54it/s]\n8019 27.4905 : 81%|████████ | 3591/4420 [00:29<00:08, 100.54it/s]\n8019 27.4905 : 82%|████████▏ | 3603/4420 [00:29<00:07, 103.63it/s]\n8019 27.4905 : 82%|████████▏ | 3616/4420 [00:29<00:07, 108.87it/s]\n8039 30.2052 : 82%|████████▏ | 3616/4420 [00:29<00:07, 108.87it/s]\n8039 30.2052 : 82%|████████▏ | 3629/4420 [00:29<00:06, 113.44it/s]\n8059 26.6886 : 82%|████████▏ | 3629/4420 [00:29<00:06, 113.44it/s]\n8059 26.6886 : 82%|████████▏ | 3642/4420 [00:29<00:06, 117.33it/s]\n8059 26.6886 : 83%|████████▎ | 3655/4420 [00:30<00:06, 118.47it/s]\n8079 27.3046 : 83%|████████▎ | 3655/4420 [00:30<00:06, 118.47it/s]\n8079 27.3046 : 83%|████████▎ | 3667/4420 [00:30<00:06, 118.12it/s]\n8079 27.3046 : 83%|████████▎ | 3679/4420 [00:30<00:06, 116.76it/s]\n8099 30.1511 : 83%|████████▎ | 3679/4420 [00:30<00:06, 116.76it/s]\n8099 30.1511 : 84%|████████▎ | 3691/4420 [00:30<00:06, 113.52it/s]\n8119 29.3880 : 84%|████████▎ | 3691/4420 [00:30<00:06, 113.52it/s]\n8119 29.3880 : 84%|████████▍ | 3703/4420 [00:30<00:06, 112.01it/s]\n8119 29.3880 : 84%|████████▍ | 3715/4420 [00:30<00:06, 111.32it/s]\n8139 29.5574 : 84%|████████▍ | 3715/4420 [00:30<00:06, 111.32it/s]\n8139 29.5574 : 84%|████████▍ | 3727/4420 [00:30<00:06, 111.62it/s]\n8139 29.5574 : 85%|████████▍ | 3739/4420 [00:30<00:06, 111.48it/s]\n8159 30.1554 : 85%|████████▍ | 3739/4420 [00:30<00:06, 111.48it/s]\n8159 30.1554 : 85%|████████▍ | 3751/4420 [00:30<00:05, 113.06it/s]\n8179 30.8755 : 85%|████████▍ | 3751/4420 [00:30<00:05, 113.06it/s]\n8179 30.8755 : 85%|████████▌ | 3765/4420 [00:30<00:05, 118.36it/s]\n8179 30.8755 : 85%|████████▌ | 3779/4420 [00:31<00:05, 123.77it/s]\n8199 32.2780 : 85%|████████▌ | 3779/4420 [00:31<00:05, 123.77it/s]\n8199 32.2780 : 86%|████████▌ | 3793/4420 [00:31<00:04, 127.87it/s]\n8219 28.2793 : 86%|████████▌ | 3793/4420 [00:31<00:04, 127.87it/s]\n8219 28.2793 : 86%|████████▌ | 3807/4420 [00:31<00:04, 128.71it/s]\n8239 27.1705 : 86%|████████▌ | 3807/4420 [00:31<00:04, 128.71it/s]\n8239 27.1705 : 86%|████████▋ | 3820/4420 [00:31<00:04, 127.52it/s]\n8239 27.1705 : 87%|████████▋ | 3833/4420 [00:31<00:04, 126.05it/s]\n8259 28.0860 : 87%|████████▋ | 3833/4420 [00:31<00:04, 126.05it/s]\n8259 28.0860 : 87%|████████▋ | 3846/4420 [00:31<00:04, 121.65it/s]\n8259 28.0860 : 87%|████████▋ | 3859/4420 [00:31<00:04, 120.71it/s]\n8279 29.7990 : 87%|████████▋ | 3859/4420 [00:31<00:04, 120.71it/s]\n8279 29.7990 : 88%|████████▊ | 3872/4420 [00:31<00:04, 119.43it/s]\n8299 28.9442 : 88%|████████▊ | 3872/4420 [00:31<00:04, 119.43it/s]\n8299 28.9442 : 88%|████████▊ | 3885/4420 [00:31<00:04, 119.62it/s]\n8299 28.9442 : 88%|████████▊ | 3898/4420 [00:32<00:04, 120.74it/s]\n8319 29.9977 : 88%|████████▊ | 3898/4420 [00:32<00:04, 120.74it/s]\n8319 29.9977 : 89%|████████▊ | 3912/4420 [00:32<00:04, 125.14it/s]\n8339 31.9845 : 89%|████████▊ | 3912/4420 [00:32<00:04, 125.14it/s]\n8339 31.9845 : 89%|████████▉ | 3927/4420 [00:32<00:03, 131.07it/s]\n8359 31.0722 : 89%|████████▉ | 3927/4420 [00:32<00:03, 131.07it/s]\n8359 31.0722 : 89%|████████▉ | 3942/4420 [00:32<00:03, 134.72it/s]\n8359 31.0722 : 90%|████████▉ | 3957/4420 [00:32<00:03, 137.08it/s]\n8379 30.3053 : 90%|████████▉ | 3957/4420 [00:32<00:03, 137.08it/s]\n8379 30.3053 : 90%|████████▉ | 3971/4420 [00:32<00:03, 135.53it/s]\n8399 27.9706 : 90%|████████▉ | 3971/4420 [00:32<00:03, 135.53it/s]\n8399 27.9706 : 90%|█████████ | 3985/4420 [00:32<00:03, 131.25it/s]\n8399 27.9706 : 90%|█████████ | 3999/4420 [00:32<00:03, 126.55it/s]\n8419 30.5009 : 90%|█████████ | 3999/4420 [00:32<00:03, 126.55it/s]\n8419 30.5009 : 91%|█████████ | 4012/4420 [00:32<00:03, 125.13it/s]\n8439 29.4736 : 91%|█████████ | 4012/4420 [00:32<00:03, 125.13it/s]\n8439 29.4736 : 91%|█████████ | 4025/4420 [00:33<00:03, 123.15it/s]\n8439 29.4736 : 91%|█████████▏| 4038/4420 [00:33<00:03, 122.33it/s]\n8459 30.3067 : 91%|█████████▏| 4038/4420 [00:33<00:03, 122.33it/s]\n8459 30.3067 : 92%|█████████▏| 4051/4420 [00:33<00:02, 123.17it/s]\n8479 32.8263 : 92%|█████████▏| 4051/4420 [00:33<00:02, 123.17it/s]\n8479 32.8263 : 92%|█████████▏| 4065/4420 [00:33<00:02, 127.08it/s]\n8499 33.1521 : 92%|█████████▏| 4065/4420 [00:33<00:02, 127.08it/s]\n8499 33.1521 : 92%|█████████▏| 4080/4420 [00:33<00:02, 132.24it/s]\n8499 33.1521 : 93%|█████████▎| 4095/4420 [00:33<00:02, 136.96it/s]\n8519 31.2455 : 93%|█████████▎| 4095/4420 [00:33<00:02, 136.96it/s]\n8519 31.2455 : 93%|█████████▎| 4110/4420 [00:33<00:02, 138.63it/s]\n8539 25.9617 : 93%|█████████▎| 4110/4420 [00:33<00:02, 138.63it/s]\n8539 25.9617 : 93%|█████████▎| 4124/4420 [00:33<00:02, 133.13it/s]\n8539 25.9617 : 94%|█████████▎| 4138/4420 [00:33<00:02, 127.01it/s]\n8559 27.4270 : 94%|█████████▎| 4138/4420 [00:33<00:02, 127.01it/s]\n8559 27.4270 : 94%|█████████▍| 4151/4420 [00:34<00:02, 121.58it/s]\n8579 28.0310 : 94%|█████████▍| 4151/4420 [00:34<00:02, 121.58it/s]\n8579 28.0310 : 94%|█████████▍| 4164/4420 [00:34<00:02, 118.63it/s]\n8579 28.0310 : 94%|█████████▍| 4176/4420 [00:34<00:02, 117.20it/s]\n8599 26.6542 : 94%|█████████▍| 4176/4420 [00:34<00:02, 117.20it/s]\n8599 26.6542 : 95%|█████████▍| 4188/4420 [00:34<00:01, 116.70it/s]\n8619 29.9343 : 95%|█████████▍| 4188/4420 [00:34<00:01, 116.70it/s]\n8619 29.9343 : 95%|█████████▌| 4200/4420 [00:34<00:01, 116.63it/s]\n8619 29.9343 : 95%|█████████▌| 4213/4420 [00:34<00:01, 118.85it/s]\n8639 32.4572 : 95%|█████████▌| 4213/4420 [00:34<00:01, 118.85it/s]\n8639 32.4572 : 96%|█████████▌| 4227/4420 [00:34<00:01, 123.91it/s]\n8659 31.0667 : 96%|█████████▌| 4227/4420 [00:34<00:01, 123.91it/s]\n8659 31.0667 : 96%|█████████▌| 4241/4420 [00:34<00:01, 128.18it/s]\n8659 31.0667 : 96%|█████████▋| 4255/4420 [00:34<00:01, 131.06it/s]\n8679 30.2360 : 96%|█████████▋| 4255/4420 [00:34<00:01, 131.06it/s]\n8679 30.2360 : 97%|█████████▋| 4269/4420 [00:34<00:01, 129.44it/s]\n8699 23.0568 : 97%|█████████▋| 4269/4420 [00:35<00:01, 129.44it/s]\n8699 23.0568 : 97%|█████████▋| 4282/4420 [00:35<00:01, 111.07it/s]\n8699 23.0568 : 97%|█████████▋| 4294/4420 [00:35<00:01, 100.84it/s]\n8719 25.0701 : 97%|█████████▋| 4294/4420 [00:35<00:01, 100.84it/s]\n8719 25.0701 : 97%|█████████▋| 4305/4420 [00:35<00:01, 94.63it/s]\n8719 25.0701 : 98%|█████████▊| 4315/4420 [00:35<00:01, 91.83it/s]\n8739 24.5291 : 98%|█████████▊| 4315/4420 [00:35<00:01, 91.83it/s]\n8739 24.5291 : 98%|█████████▊| 4325/4420 [00:35<00:01, 89.92it/s]\n8739 24.5291 : 98%|█████████▊| 4335/4420 [00:35<00:00, 88.76it/s]\n8759 24.7790 : 98%|█████████▊| 4335/4420 [00:35<00:00, 88.76it/s]\n8759 24.7790 : 98%|█████████▊| 4344/4420 [00:35<00:00, 88.15it/s]\n8759 24.7790 : 99%|█████████▊| 4354/4420 [00:35<00:00, 89.22it/s]\n8779 26.7491 : 99%|█████████▊| 4354/4420 [00:36<00:00, 89.22it/s]\n8779 26.7491 : 99%|█████████▊| 4364/4420 [00:36<00:00, 91.09it/s]\n8779 26.7491 : 99%|█████████▉| 4375/4420 [00:36<00:00, 95.60it/s]\n8799 27.1376 : 99%|█████████▉| 4375/4420 [00:36<00:00, 95.60it/s]\n8799 27.1376 : 99%|█████████▉| 4386/4420 [00:36<00:00, 99.10it/s]\n8799 27.1376 : 99%|█████████▉| 4397/4420 [00:36<00:00, 102.01it/s]\n8819 26.2610 : 99%|█████████▉| 4397/4420 [00:36<00:00, 102.01it/s]\n8819 26.2610 : 100%|█████████▉| 4408/4420 [00:36<00:00, 102.86it/s]\n8819 26.2610 : 100%|█████████▉| 4419/4420 [00:36<00:00, 103.92it/s]\n8839 16.5484 : 100%|█████████▉| 4419/4420 [00:36<00:00, 103.92it/s]\n8839 16.5484 : 100%|██████████| 4420/4420 [00:36<00:00, 120.81it/s]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 2\n epoch_size: 29\n batches_per_epoch: 29\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/29 [00:00<?, ?it/s]/root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/torch/nn/functional.py:3609: UserWarning: Default upsampling behavior when mode=bilinear is changed to align_corners=False since 0.4.0. Please specify align_corners=True if the old behavior is desired. See the documentation of nn.Upsample for details.\n warnings.warn(\n/root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/torch/nn/functional.py:3657: UserWarning: The default behavior for interpolate/upsample with float scale_factor changed in 1.6.0 to align with other frameworks/libraries, and now uses scale_factor directly, instead of relying on the computed output size. If you wish to restore the old behavior, please set recompute_scale_factor=True. See the documentation of nn.Upsample for details.\n warnings.warn(\n/root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/torch/nn/functional.py:718: UserWarning: Named tensors and all their associated APIs are an experimental feature and subject to change. Please do not use them for anything important until they are released as stable. (Triggered internally at /pytorch/c10/core/TensorImpl.h:1156.)\n return torch.max_pool2d(input, kernel_size, stride, padding, dilation, ceil_mode)\n\n 3%|▎ | 1/29 [00:01<00:50, 1.82s/it]\n 7%|▋ | 2/29 [00:03<00:46, 1.73s/it]\n 10%|█ | 3/29 [00:05<00:44, 1.70s/it]\n 14%|█▍ | 4/29 [00:06<00:38, 1.53s/it]\n 17%|█▋ | 5/29 [00:07<00:36, 1.52s/it]\n 21%|██ | 6/29 [00:09<00:34, 1.51s/it]\n 24%|██▍ | 7/29 [00:10<00:31, 1.43s/it]\n 28%|██▊ | 8/29 [00:12<00:33, 1.58s/it]\n 31%|███ | 9/29 [00:13<00:28, 1.44s/it]\n 34%|███▍ | 10/29 [00:15<00:26, 1.41s/it]\n 38%|███▊ | 11/29 [00:16<00:25, 1.40s/it]\n 41%|████▏ | 12/29 [00:17<00:21, 1.29s/it]\n 45%|████▍ | 13/29 [00:18<00:20, 1.26s/it]\n 48%|████▊ | 14/29 [00:20<00:20, 1.33s/it]\n 52%|█████▏ | 15/29 [00:21<00:17, 1.25s/it]\n 55%|█████▌ | 16/29 [00:23<00:18, 1.46s/it]\n 59%|█████▊ | 17/29 [00:24<00:17, 1.46s/it]\n 62%|██████▏ | 18/29 [00:26<00:17, 1.61s/it]\n 66%|██████▌ | 19/29 [00:28<00:16, 1.61s/it]\n8859 0.3229 0.0147 0.0019 : 66%|██████▌ | 19/29 [00:29<00:16, 1.61s/it]\n8859 0.3229 0.0147 0.0019 : 69%|██████▉ | 20/29 [00:29<00:13, 1.52s/it]\n8859 0.3229 0.0147 0.0019 : 72%|███████▏ | 21/29 [00:31<00:12, 1.54s/it]\n8859 0.3229 0.0147 0.0019 : 76%|███████▌ | 22/29 [00:32<00:10, 1.47s/it]\n8859 0.3229 0.0147 0.0019 : 79%|███████▉ | 23/29 [00:33<00:07, 1.32s/it]\n8859 0.3229 0.0147 0.0019 : 83%|████████▎ | 24/29 [00:34<00:06, 1.25s/it]\n8859 0.3229 0.0147 0.0019 : 86%|████████▌ | 25/29 [00:36<00:05, 1.40s/it]\n8859 0.3229 0.0147 0.0019 : 90%|████████▉ | 26/29 [00:37<00:04, 1.39s/it]\n8859 0.3229 0.0147 0.0019 : 93%|█████████▎| 27/29 [00:38<00:02, 1.33s/it]\n8859 0.3229 0.0147 0.0019 : 97%|█████████▋| 28/29 [00:40<00:01, 1.33s/it]\n8859 0.3229 0.0147 0.0019 : 100%|██████████| 29/29 [00:41<00:00, 1.36s/it]\n8859 0.3229 0.0147 0.0019 : 100%|██████████| 29/29 [00:41<00:00, 1.43s/it]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 3\n epoch_size: 29\n batches_per_epoch: 29\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/29 [00:00<?, ?it/s]\n 3%|▎ | 1/29 [00:01<00:53, 1.92s/it]\n 7%|▋ | 2/29 [00:03<00:51, 1.92s/it]\n 10%|█ | 3/29 [00:05<00:43, 1.68s/it]\n 14%|█▍ | 4/29 [00:07<00:44, 1.78s/it]\n 17%|█▋ | 5/29 [00:08<00:39, 1.67s/it]\n 21%|██ | 6/29 [00:09<00:34, 1.50s/it]\n 24%|██▍ | 7/29 [00:11<00:37, 1.70s/it]\n 28%|██▊ | 8/29 [00:13<00:32, 1.53s/it]\n 31%|███ | 9/29 [00:14<00:29, 1.49s/it]\n 34%|███▍ | 10/29 [00:15<00:27, 1.45s/it]\n 38%|███▊ | 11/29 [00:17<00:29, 1.64s/it]\n 41%|████▏ | 12/29 [00:18<00:24, 1.45s/it]\n 45%|████▍ | 13/29 [00:20<00:22, 1.39s/it]\n 48%|████▊ | 14/29 [00:21<00:20, 1.36s/it]\n 52%|█████▏ | 15/29 [00:22<00:19, 1.38s/it]\n 55%|█████▌ | 16/29 [00:23<00:16, 1.26s/it]\n 59%|█████▊ | 17/29 [00:24<00:14, 1.20s/it]\n 62%|██████▏ | 18/29 [00:26<00:13, 1.25s/it]\n 66%|██████▌ | 19/29 [00:27<00:12, 1.25s/it]\n8888 0.2748 0.0172 0.0022 : 66%|██████▌ | 19/29 [00:28<00:12, 1.25s/it]\n8888 0.2748 0.0172 0.0022 : 69%|██████▉ | 20/29 [00:28<00:11, 1.25s/it]\n8888 0.2748 0.0172 0.0022 : 72%|███████▏ | 21/29 [00:30<00:11, 1.38s/it]\n8888 0.2748 0.0172 0.0022 : 76%|███████▌ | 22/29 [00:32<00:10, 1.52s/it]\n8888 0.2748 0.0172 0.0022 : 79%|███████▉ | 23/29 [00:33<00:08, 1.40s/it]\n8888 0.2748 0.0172 0.0022 : 83%|████████▎ | 24/29 [00:34<00:06, 1.32s/it]\n8888 0.2748 0.0172 0.0022 : 86%|████████▌ | 25/29 [00:35<00:05, 1.32s/it]\n8888 0.2748 0.0172 0.0022 : 90%|████████▉ | 26/29 [00:36<00:03, 1.21s/it]\n8888 0.2748 0.0172 0.0022 : 93%|█████████▎| 27/29 [00:38<00:02, 1.24s/it]\n8888 0.2748 0.0172 0.0022 : 97%|█████████▋| 28/29 [00:40<00:01, 1.49s/it]\n8888 0.2748 0.0172 0.0022 : 100%|██████████| 29/29 [00:41<00:00, 1.38s/it]\n8888 0.2748 0.0172 0.0022 : 100%|██████████| 29/29 [00:41<00:00, 1.43s/it]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 4\n epoch_size: 29\n batches_per_epoch: 29\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/29 [00:00<?, ?it/s]\n 3%|▎ | 1/29 [00:01<00:51, 1.84s/it]\n 7%|▋ | 2/29 [00:03<00:41, 1.54s/it]\n 10%|█ | 3/29 [00:04<00:37, 1.43s/it]\n 14%|█▍ | 4/29 [00:06<00:40, 1.61s/it]\n 17%|█▋ | 5/29 [00:07<00:37, 1.55s/it]\n 21%|██ | 6/29 [00:09<00:35, 1.53s/it]\n 24%|██▍ | 7/29 [00:10<00:32, 1.47s/it]\n 28%|██▊ | 8/29 [00:11<00:27, 1.32s/it]\n 31%|███ | 9/29 [00:13<00:26, 1.34s/it]\n 34%|███▍ | 10/29 [00:14<00:25, 1.33s/it]\n 38%|███▊ | 11/29 [00:15<00:23, 1.30s/it]\n 41%|████▏ | 12/29 [00:17<00:24, 1.43s/it]\n 45%|████▍ | 13/29 [00:18<00:21, 1.34s/it]\n 48%|████▊ | 14/29 [00:19<00:19, 1.29s/it]\n 52%|█████▏ | 15/29 [00:21<00:20, 1.48s/it]\n 55%|█████▌ | 16/29 [00:22<00:18, 1.41s/it]\n 59%|█████▊ | 17/29 [00:23<00:16, 1.34s/it]\n 62%|██████▏ | 18/29 [00:25<00:14, 1.36s/it]\n 66%|██████▌ | 19/29 [00:26<00:13, 1.35s/it]\n8917 0.2712 0.0201 0.0028 : 66%|██████▌ | 19/29 [00:27<00:13, 1.35s/it]\n8917 0.2712 0.0201 0.0028 : 69%|██████▉ | 20/29 [00:27<00:11, 1.24s/it]\n8917 0.2712 0.0201 0.0028 : 72%|███████▏ | 21/29 [00:29<00:10, 1.34s/it]\n8917 0.2712 0.0201 0.0028 : 76%|███████▌ | 22/29 [00:30<00:08, 1.24s/it]\n8917 0.2712 0.0201 0.0028 : 79%|███████▉ | 23/29 [00:31<00:08, 1.39s/it]\n8917 0.2712 0.0201 0.0028 : 83%|████████▎ | 24/29 [00:33<00:06, 1.37s/it]\n8917 0.2712 0.0201 0.0028 : 86%|████████▌ | 25/29 [00:34<00:05, 1.27s/it]\n8917 0.2712 0.0201 0.0028 : 90%|████████▉ | 26/29 [00:36<00:04, 1.40s/it]\n8917 0.2712 0.0201 0.0028 : 93%|█████████▎| 27/29 [00:37<00:02, 1.36s/it]\n8917 0.2712 0.0201 0.0028 : 97%|█████████▋| 28/29 [00:38<00:01, 1.46s/it]\n8917 0.2712 0.0201 0.0028 : 100%|██████████| 29/29 [00:39<00:00, 1.31s/it]\n8917 0.2712 0.0201 0.0028 : 100%|██████████| 29/29 [00:39<00:00, 1.38s/it]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 5\n epoch_size: 29\n batches_per_epoch: 29\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/29 [00:00<?, ?it/s]\n 3%|▎ | 1/29 [00:01<00:46, 1.66s/it]\n 7%|▋ | 2/29 [00:02<00:37, 1.37s/it]\n 10%|█ | 3/29 [00:04<00:38, 1.47s/it]\n 14%|█▍ | 4/29 [00:05<00:33, 1.36s/it]\n 17%|█▋ | 5/29 [00:07<00:34, 1.44s/it]\n 21%|██ | 6/29 [00:08<00:29, 1.29s/it]\n 24%|██▍ | 7/29 [00:09<00:31, 1.42s/it]\n 28%|██▊ | 8/29 [00:11<00:31, 1.48s/it]\n 31%|███ | 9/29 [00:12<00:29, 1.47s/it]\n 34%|███▍ | 10/29 [00:14<00:26, 1.37s/it]\n 38%|███▊ | 11/29 [00:15<00:24, 1.34s/it]\n 41%|████▏ | 12/29 [00:16<00:23, 1.36s/it]\n 45%|████▍ | 13/29 [00:18<00:23, 1.46s/it]\n 48%|████▊ | 14/29 [00:20<00:23, 1.60s/it]\n 52%|█████▏ | 15/29 [00:21<00:21, 1.57s/it]\n 55%|█████▌ | 16/29 [00:23<00:19, 1.51s/it]\n 59%|█████▊ | 17/29 [00:24<00:16, 1.41s/it]\n 62%|██████▏ | 18/29 [00:25<00:15, 1.38s/it]\n 66%|██████▌ | 19/29 [00:26<00:13, 1.31s/it]\n8946 0.2497 0.0219 0.0029 : 66%|██████▌ | 19/29 [00:28<00:13, 1.31s/it]\n8946 0.2497 0.0219 0.0029 : 69%|██████▉ | 20/29 [00:28<00:11, 1.26s/it]\n8946 0.2497 0.0219 0.0029 : 72%|███████▏ | 21/29 [00:29<00:09, 1.20s/it]\n8946 0.2497 0.0219 0.0029 : 76%|███████▌ | 22/29 [00:30<00:08, 1.24s/it]\n8946 0.2497 0.0219 0.0029 : 79%|███████▉ | 23/29 [00:32<00:08, 1.37s/it]\n8946 0.2497 0.0219 0.0029 : 83%|████████▎ | 24/29 [00:33<00:07, 1.46s/it]\n8946 0.2497 0.0219 0.0029 : 86%|████████▌ | 25/29 [00:35<00:05, 1.46s/it]\n8946 0.2497 0.0219 0.0029 : 90%|████████▉ | 26/29 [00:36<00:04, 1.42s/it]\n8946 0.2497 0.0219 0.0029 : 93%|█████████▎| 27/29 [00:38<00:03, 1.51s/it]\n8946 0.2497 0.0219 0.0029 : 97%|█████████▋| 28/29 [00:39<00:01, 1.36s/it]\n8946 0.2497 0.0219 0.0029 : 100%|██████████| 29/29 [00:40<00:00, 1.37s/it]\n8946 0.2497 0.0219 0.0029 : 100%|██████████| 29/29 [00:40<00:00, 1.40s/it]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 6\n epoch_size: 29\n batches_per_epoch: 29\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/29 [00:00<?, ?it/s]\n 3%|▎ | 1/29 [00:01<00:38, 1.37s/it]\n 7%|▋ | 2/29 [00:02<00:33, 1.24s/it]\n 10%|█ | 3/29 [00:03<00:31, 1.21s/it]\n 14%|█▍ | 4/29 [00:05<00:38, 1.55s/it]\n 17%|█▋ | 5/29 [00:07<00:36, 1.53s/it]\n 21%|██ | 6/29 [00:08<00:33, 1.45s/it]\n 24%|██▍ | 7/29 [00:09<00:28, 1.30s/it]\n 28%|██▊ | 8/29 [00:11<00:29, 1.42s/it]\n 31%|███ | 9/29 [00:12<00:29, 1.50s/it]\n 34%|███▍ | 10/29 [00:14<00:28, 1.48s/it]\n 38%|███▊ | 11/29 [00:15<00:25, 1.41s/it]\n 41%|████▏ | 12/29 [00:17<00:24, 1.42s/it]\n 45%|████▍ | 13/29 [00:18<00:23, 1.45s/it]\n 48%|████▊ | 14/29 [00:19<00:19, 1.32s/it]\n 52%|█████▏ | 15/29 [00:20<00:17, 1.23s/it]\n 55%|█████▌ | 16/29 [00:22<00:18, 1.44s/it]\n 59%|█████▊ | 17/29 [00:23<00:16, 1.40s/it]\n 62%|██████▏ | 18/29 [00:24<00:13, 1.26s/it]\n 66%|██████▌ | 19/29 [00:25<00:11, 1.20s/it]\n8975 0.2417 0.0225 0.0028 : 66%|██████▌ | 19/29 [00:27<00:11, 1.20s/it]\n8975 0.2417 0.0225 0.0028 : 69%|██████▉ | 20/29 [00:27<00:11, 1.28s/it]\n8975 0.2417 0.0225 0.0028 : 72%|███████▏ | 21/29 [00:28<00:09, 1.21s/it]\n8975 0.2417 0.0225 0.0028 : 76%|███████▌ | 22/29 [00:30<00:10, 1.47s/it]\n8975 0.2417 0.0225 0.0028 : 79%|███████▉ | 23/29 [00:31<00:08, 1.41s/it]\n8975 0.2417 0.0225 0.0028 : 83%|████████▎ | 24/29 [00:33<00:07, 1.50s/it]\n8975 0.2417 0.0225 0.0028 : 86%|████████▌ | 25/29 [00:34<00:05, 1.34s/it]\n8975 0.2417 0.0225 0.0028 : 90%|████████▉ | 26/29 [00:35<00:03, 1.26s/it]\n8975 0.2417 0.0225 0.0028 : 93%|█████████▎| 27/29 [00:37<00:02, 1.40s/it]\n8975 0.2417 0.0225 0.0028 : 97%|█████████▋| 28/29 [00:38<00:01, 1.36s/it]\n8975 0.2417 0.0225 0.0028 : 100%|██████████| 29/29 [00:40<00:00, 1.46s/it]\n8975 0.2417 0.0225 0.0028 : 100%|██████████| 29/29 [00:40<00:00, 1.38s/it]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 7\n epoch_size: 29\n batches_per_epoch: 29\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/29 [00:00<?, ?it/s]\n 3%|▎ | 1/29 [00:00<00:27, 1.03it/s]\n 7%|▋ | 2/29 [00:01<00:26, 1.02it/s]\n 10%|█ | 3/29 [00:03<00:32, 1.25s/it]\n 14%|█▍ | 4/29 [00:04<00:32, 1.29s/it]\n 17%|█▋ | 5/29 [00:06<00:30, 1.27s/it]\n 21%|██ | 6/29 [00:07<00:27, 1.20s/it]\n 24%|██▍ | 7/29 [00:08<00:29, 1.33s/it]\n 28%|██▊ | 8/29 [00:10<00:27, 1.31s/it]\n 31%|███ | 9/29 [00:11<00:26, 1.31s/it]\n 34%|███▍ | 10/29 [00:12<00:25, 1.34s/it]\n 38%|███▊ | 11/29 [00:14<00:23, 1.33s/it]\n 41%|████▏ | 12/29 [00:16<00:26, 1.56s/it]\n 45%|████▍ | 13/29 [00:17<00:22, 1.39s/it]\n 48%|████▊ | 14/29 [00:18<00:20, 1.34s/it]\n 52%|█████▏ | 15/29 [00:19<00:18, 1.33s/it]\n 55%|█████▌ | 16/29 [00:21<00:18, 1.39s/it]\n 59%|█████▊ | 17/29 [00:22<00:16, 1.37s/it]\n 62%|██████▏ | 18/29 [00:24<00:16, 1.47s/it]\n 66%|██████▌ | 19/29 [00:26<00:15, 1.60s/it]\n9004 0.2316 0.0231 0.0026 : 66%|██████▌ | 19/29 [00:27<00:15, 1.60s/it]\n9004 0.2316 0.0231 0.0026 : 69%|██████▉ | 20/29 [00:27<00:14, 1.63s/it]\n9004 0.2316 0.0231 0.0026 : 72%|███████▏ | 21/29 [00:29<00:12, 1.58s/it]\n9004 0.2316 0.0231 0.0026 : 76%|███████▌ | 22/29 [00:30<00:10, 1.54s/it]\n9004 0.2316 0.0231 0.0026 : 79%|███████▉ | 23/29 [00:31<00:08, 1.39s/it]\n9004 0.2316 0.0231 0.0026 : 83%|████████▎ | 24/29 [00:32<00:06, 1.32s/it]\n9004 0.2316 0.0231 0.0026 : 86%|████████▌ | 25/29 [00:34<00:05, 1.32s/it]\n9004 0.2316 0.0231 0.0026 : 90%|████████▉ | 26/29 [00:35<00:03, 1.32s/it]\n9004 0.2316 0.0231 0.0026 : 93%|█████████▎| 27/29 [00:37<00:02, 1.39s/it]\n9004 0.2316 0.0231 0.0026 : 97%|█████████▋| 28/29 [00:38<00:01, 1.32s/it]\n9004 0.2316 0.0231 0.0026 : 100%|██████████| 29/29 [00:39<00:00, 1.32s/it]\n9004 0.2316 0.0231 0.0026 : 100%|██████████| 29/29 [00:39<00:00, 1.37s/it]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 8\n epoch_size: 29\n batches_per_epoch: 29\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/29 [00:00<?, ?it/s]\n 3%|▎ | 1/29 [00:01<00:29, 1.05s/it]\n 7%|▋ | 2/29 [00:02<00:38, 1.42s/it]\n 10%|█ | 3/29 [00:04<00:35, 1.38s/it]\n 14%|█▍ | 4/29 [00:05<00:34, 1.36s/it]\n 17%|█▋ | 5/29 [00:07<00:35, 1.48s/it]\n 21%|██ | 6/29 [00:08<00:35, 1.55s/it]\n 24%|██▍ | 7/29 [00:10<00:38, 1.73s/it]\n 28%|██▊ | 8/29 [00:12<00:32, 1.55s/it]\n 31%|███ | 9/29 [00:13<00:27, 1.40s/it]\n 34%|███▍ | 10/29 [00:14<00:27, 1.43s/it]\n 38%|███▊ | 11/29 [00:16<00:26, 1.48s/it]\n 41%|████▏ | 12/29 [00:18<00:27, 1.61s/it]\n 45%|████▍ | 13/29 [00:20<00:27, 1.70s/it]\n 48%|████▊ | 14/29 [00:21<00:22, 1.49s/it]\n 52%|█████▏ | 15/29 [00:21<00:18, 1.33s/it]\n 55%|█████▌ | 16/29 [00:23<00:17, 1.32s/it]\n 59%|█████▊ | 17/29 [00:25<00:17, 1.50s/it]\n 62%|██████▏ | 18/29 [00:26<00:16, 1.49s/it]\n 66%|██████▌ | 19/29 [00:27<00:13, 1.35s/it]\n9033 0.2500 0.0209 0.0020 : 66%|██████▌ | 19/29 [00:29<00:13, 1.35s/it]\n9033 0.2500 0.0209 0.0020 : 69%|██████▉ | 20/29 [00:29<00:14, 1.58s/it]\n9033 0.2500 0.0209 0.0020 : 72%|███████▏ | 21/29 [00:30<00:11, 1.40s/it]\n9033 0.2500 0.0209 0.0020 : 76%|███████▌ | 22/29 [00:32<00:10, 1.46s/it]\n9033 0.2500 0.0209 0.0020 : 79%|███████▉ | 23/29 [00:33<00:08, 1.40s/it]\n9033 0.2500 0.0209 0.0020 : 83%|████████▎ | 24/29 [00:34<00:06, 1.39s/it]\n9033 0.2500 0.0209 0.0020 : 86%|████████▌ | 25/29 [00:36<00:05, 1.37s/it]\n9033 0.2500 0.0209 0.0020 : 90%|████████▉ | 26/29 [00:37<00:04, 1.36s/it]\n9033 0.2500 0.0209 0.0020 : 93%|█████████▎| 27/29 [00:39<00:02, 1.37s/it]\n9033 0.2500 0.0209 0.0020 : 97%|█████████▋| 28/29 [00:40<00:01, 1.36s/it]\n9033 0.2500 0.0209 0.0020 : 100%|██████████| 29/29 [00:41<00:00, 1.33s/it]\n9033 0.2500 0.0209 0.0020 : 100%|██████████| 29/29 [00:41<00:00, 1.44s/it]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 9\n epoch_size: 29\n batches_per_epoch: 29\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/29 [00:00<?, ?it/s]\n 3%|▎ | 1/29 [00:02<00:57, 2.06s/it]\n 7%|▋ | 2/29 [00:03<00:46, 1.71s/it]\n 10%|█ | 3/29 [00:04<00:37, 1.46s/it]\n 14%|█▍ | 4/29 [00:05<00:32, 1.30s/it]\n 17%|█▋ | 5/29 [00:06<00:30, 1.26s/it]\n 21%|██ | 6/29 [00:08<00:34, 1.48s/it]\n 24%|██▍ | 7/29 [00:10<00:31, 1.43s/it]\n 28%|██▊ | 8/29 [00:12<00:33, 1.58s/it]\n 31%|███ | 9/29 [00:13<00:28, 1.42s/it]\n 34%|███▍ | 10/29 [00:14<00:26, 1.40s/it]\n 38%|███▊ | 11/29 [00:16<00:26, 1.46s/it]\n 41%|████▏ | 12/29 [00:18<00:28, 1.65s/it]\n 45%|████▍ | 13/29 [00:20<00:27, 1.73s/it]\n 48%|████▊ | 14/29 [00:21<00:23, 1.56s/it]\n 52%|█████▏ | 15/29 [00:22<00:20, 1.44s/it]\n 55%|█████▌ | 16/29 [00:23<00:19, 1.47s/it]\n 59%|█████▊ | 17/29 [00:25<00:18, 1.53s/it]\n 62%|██████▏ | 18/29 [00:26<00:16, 1.46s/it]\n 66%|██████▌ | 19/29 [00:27<00:13, 1.33s/it]\n9062 0.2253 0.0241 0.0037 : 66%|██████▌ | 19/29 [00:28<00:13, 1.33s/it]\n9062 0.2253 0.0241 0.0037 : 69%|██████▉ | 20/29 [00:28<00:11, 1.24s/it]\n9062 0.2253 0.0241 0.0037 : 72%|███████▏ | 21/29 [00:30<00:10, 1.27s/it]\n9062 0.2253 0.0241 0.0037 : 76%|███████▌ | 22/29 [00:31<00:08, 1.28s/it]\n9062 0.2253 0.0241 0.0037 : 79%|███████▉ | 23/29 [00:32<00:07, 1.22s/it]\n9062 0.2253 0.0241 0.0037 : 83%|████████▎ | 24/29 [00:33<00:06, 1.23s/it]\n9062 0.2253 0.0241 0.0037 : 86%|████████▌ | 25/29 [00:35<00:05, 1.33s/it]\n9062 0.2253 0.0241 0.0037 : 90%|████████▉ | 26/29 [00:36<00:03, 1.31s/it]\n9062 0.2253 0.0241 0.0037 : 93%|█████████▎| 27/29 [00:38<00:02, 1.39s/it]\n9062 0.2253 0.0241 0.0037 : 97%|█████████▋| 28/29 [00:39<00:01, 1.32s/it]\n9062 0.2253 0.0241 0.0037 : 100%|██████████| 29/29 [00:41<00:00, 1.49s/it]\n9062 0.2253 0.0241 0.0037 : 100%|██████████| 29/29 [00:41<00:00, 1.43s/it]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 10\n epoch_size: 29\n batches_per_epoch: 29\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/29 [00:00<?, ?it/s]\n 3%|▎ | 1/29 [00:01<00:52, 1.88s/it]\n 7%|▋ | 2/29 [00:03<00:46, 1.71s/it]\n 10%|█ | 3/29 [00:05<00:48, 1.88s/it]\n 14%|█▍ | 4/29 [00:07<00:44, 1.77s/it]\n 17%|█▋ | 5/29 [00:08<00:35, 1.48s/it]\n 21%|██ | 6/29 [00:09<00:30, 1.31s/it]\n 24%|██▍ | 7/29 [00:10<00:27, 1.23s/it]\n 28%|██▊ | 8/29 [00:11<00:28, 1.35s/it]\n 31%|███ | 9/29 [00:13<00:31, 1.58s/it]\n 34%|███▍ | 10/29 [00:15<00:28, 1.50s/it]\n 38%|███▊ | 11/29 [00:16<00:26, 1.45s/it]\n 41%|████▏ | 12/29 [00:17<00:22, 1.31s/it]\n 45%|████▍ | 13/29 [00:18<00:20, 1.29s/it]\n 48%|████▊ | 14/29 [00:19<00:18, 1.22s/it]\n 52%|█████▏ | 15/29 [00:21<00:18, 1.30s/it]\n 55%|█████▌ | 16/29 [00:22<00:17, 1.33s/it]\n 59%|█████▊ | 17/29 [00:24<00:16, 1.41s/it]\n 62%|██████▏ | 18/29 [00:25<00:15, 1.39s/it]\n 66%|██████▌ | 19/29 [00:27<00:14, 1.44s/it]\n9091 0.2548 0.0203 0.0022 : 66%|██████▌ | 19/29 [00:29<00:14, 1.44s/it]\n9091 0.2548 0.0203 0.0022 : 69%|██████▉ | 20/29 [00:29<00:14, 1.57s/it]\n9091 0.2548 0.0203 0.0022 : 72%|███████▏ | 21/29 [00:30<00:12, 1.54s/it]\n9091 0.2548 0.0203 0.0022 : 76%|███████▌ | 22/29 [00:32<00:11, 1.59s/it]\n9091 0.2548 0.0203 0.0022 : 79%|███████▉ | 23/29 [00:33<00:08, 1.42s/it]\n9091 0.2548 0.0203 0.0022 : 83%|████████▎ | 24/29 [00:34<00:06, 1.33s/it]\n9091 0.2548 0.0203 0.0022 : 86%|████████▌ | 25/29 [00:36<00:06, 1.51s/it]\n9091 0.2548 0.0203 0.0022 : 90%|████████▉ | 26/29 [00:37<00:04, 1.34s/it]\n9091 0.2548 0.0203 0.0022 : 93%|█████████▎| 27/29 [00:38<00:02, 1.29s/it]\n9091 0.2548 0.0203 0.0022 : 97%|█████████▋| 28/29 [00:39<00:01, 1.30s/it]\n9091 0.2548 0.0203 0.0022 : 100%|██████████| 29/29 [00:41<00:00, 1.42s/it]\n9091 0.2548 0.0203 0.0022 : 100%|██████████| 29/29 [00:41<00:00, 1.43s/it]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 11\n epoch_size: 29\n batches_per_epoch: 29\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/29 [00:00<?, ?it/s]\n 3%|▎ | 1/29 [00:01<00:46, 1.67s/it]\n 7%|▋ | 2/29 [00:02<00:37, 1.38s/it]\n 10%|█ | 3/29 [00:03<00:31, 1.21s/it]\n 14%|█▍ | 4/29 [00:05<00:30, 1.23s/it]\n 17%|█▋ | 5/29 [00:06<00:29, 1.24s/it]\n 21%|██ | 6/29 [00:07<00:31, 1.36s/it]\n 24%|██▍ | 7/29 [00:08<00:27, 1.24s/it]\n 28%|██▊ | 8/29 [00:09<00:24, 1.18s/it]\n 31%|███ | 9/29 [00:12<00:29, 1.46s/it]\n 34%|███▍ | 10/29 [00:13<00:27, 1.44s/it]\n 38%|███▊ | 11/29 [00:15<00:29, 1.64s/it]\n 41%|████▏ | 12/29 [00:17<00:27, 1.62s/it]\n 45%|████▍ | 13/29 [00:18<00:24, 1.53s/it]\n 48%|████▊ | 14/29 [00:19<00:22, 1.47s/it]\n 52%|█████▏ | 15/29 [00:21<00:20, 1.43s/it]\n 55%|█████▌ | 16/29 [00:22<00:16, 1.31s/it]\n 59%|█████▊ | 17/29 [00:23<00:15, 1.30s/it]\n 62%|██████▏ | 18/29 [00:24<00:14, 1.30s/it]\n 66%|██████▌ | 19/29 [00:26<00:13, 1.37s/it]\n9120 0.2246 0.0225 0.0033 : 66%|██████▌ | 19/29 [00:27<00:13, 1.37s/it]\n9120 0.2246 0.0225 0.0033 : 69%|██████▉ | 20/29 [00:27<00:11, 1.33s/it]\n9120 0.2246 0.0225 0.0033 : 72%|███████▏ | 21/29 [00:28<00:10, 1.27s/it]\n9120 0.2246 0.0225 0.0033 : 76%|███████▌ | 22/29 [00:30<00:10, 1.46s/it]\n9120 0.2246 0.0225 0.0033 : 79%|███████▉ | 23/29 [00:31<00:08, 1.43s/it]\n9120 0.2246 0.0225 0.0033 : 83%|████████▎ | 24/29 [00:32<00:06, 1.31s/it]\n9120 0.2246 0.0225 0.0033 : 86%|████████▌ | 25/29 [00:34<00:05, 1.34s/it]\n9120 0.2246 0.0225 0.0033 : 90%|████████▉ | 26/29 [00:36<00:04, 1.50s/it]\n9120 0.2246 0.0225 0.0033 : 93%|█████████▎| 27/29 [00:38<00:03, 1.67s/it]\n9120 0.2246 0.0225 0.0033 : 97%|█████████▋| 28/29 [00:40<00:01, 1.80s/it]\n9120 0.2246 0.0225 0.0033 : 100%|██████████| 29/29 [00:42<00:00, 1.82s/it]\n9120 0.2246 0.0225 0.0033 : 100%|██████████| 29/29 [00:42<00:00, 1.46s/it]\nSetting up [LPIPS] perceptual loss: trunk [vgg], v[0.1], spatial [off]\nLoading model from: /root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/lpips/weights/v0.1/vgg.pth\nDetected LLFF dataset\nUsing pre-scaled images from /root/.cache/arf-svox2/data/llff/flower/images_4\nLoaded LLFF data /root/.cache/arf-svox2/data/llff/flower 22.573735200863933 222.47985705021057\nrecentered (3, 4)\n[ 1.4332432 12.709555 ]\nOverriding offset 250-> 250\ndmin = 1.433243, dmax = 12.709555, invz = 0, offset = 250\n\n 0%| | 0/5 [00:00<?, ?it/s]\n 60%|██████ | 3/5 [00:00<00:00, 24.48it/s]\n100%|██████████| 5/5 [00:00<00:00, 24.24it/s]\n\n 0%| | 0/120 [00:00<?, ?it/s]\n100%|██████████| 120/120 [00:00<00:00, 69289.16it/s]\nz_bounds from LLFF: [1.4332431554794312, 12.709554672241211] (not used)\nscene_radius [1.496031746031746, 1.6613756613756614, 1.0]\nWriting to /root/.cache/arf-svox2/ckpt_arf/llff/flower/49f883d8-811f-4358-b9e4-05a001f8a56b/test_renders_path\n\n 0%| | 0/120 [00:00<?, ?it/s]\n 1%| | 1/120 [00:00<00:47, 2.50it/s]\n 2%|▏ | 2/120 [00:00<00:41, 2.83it/s]\n 2%|▎ | 3/120 [00:01<00:40, 2.91it/s]\n 3%|▎ | 4/120 [00:01<00:40, 2.90it/s]\n 4%|▍ | 5/120 [00:01<00:39, 2.93it/s]\n 5%|▌ | 6/120 [00:02<00:38, 2.96it/s]\n 6%|▌ | 7/120 [00:02<00:38, 2.95it/s]\n 7%|▋ | 8/120 [00:02<00:37, 3.00it/s]\n 8%|▊ | 9/120 [00:03<00:36, 3.06it/s]\n 8%|▊ | 10/120 [00:03<00:35, 3.11it/s]\n 9%|▉ | 11/120 [00:03<00:34, 3.19it/s]\n 10%|█ | 12/120 [00:03<00:32, 3.29it/s]\n 11%|█ | 13/120 [00:04<00:31, 3.38it/s]\n 12%|█▏ | 14/120 [00:04<00:30, 3.46it/s]\n 12%|█▎ | 15/120 [00:04<00:29, 3.55it/s]\n 13%|█▎ | 16/120 [00:05<00:28, 3.61it/s]\n 14%|█▍ | 17/120 [00:05<00:28, 3.63it/s]\n 15%|█▌ | 18/120 [00:05<00:27, 3.65it/s]\n 16%|█▌ | 19/120 [00:05<00:27, 3.63it/s]\n 17%|█▋ | 20/120 [00:06<00:27, 3.58it/s]\n 18%|█▊ | 21/120 [00:06<00:28, 3.48it/s]\n 18%|█▊ | 22/120 [00:06<00:28, 3.40it/s]\n 19%|█▉ | 23/120 [00:07<00:29, 3.31it/s]\n 20%|██ | 24/120 [00:07<00:29, 3.21it/s]\n 21%|██ | 25/120 [00:07<00:30, 3.12it/s]\n 22%|██▏ | 26/120 [00:08<00:30, 3.05it/s]\n 22%|██▎ | 27/120 [00:08<00:31, 2.99it/s]\n 23%|██▎ | 28/120 [00:08<00:31, 2.94it/s]\n 24%|██▍ | 29/120 [00:09<00:31, 2.92it/s]\n 25%|██▌ | 30/120 [00:09<00:30, 2.91it/s]\n 26%|██▌ | 31/120 [00:09<00:30, 2.92it/s]\n 27%|██▋ | 32/120 [00:10<00:30, 2.92it/s]\n 28%|██▊ | 33/120 [00:10<00:29, 2.91it/s]\n 28%|██▊ | 34/120 [00:10<00:29, 2.88it/s]\n 29%|██▉ | 35/120 [00:11<00:29, 2.86it/s]\n 30%|███ | 36/120 [00:11<00:29, 2.86it/s]\n 31%|███ | 37/120 [00:11<00:28, 2.87it/s]\n 32%|███▏ | 38/120 [00:12<00:28, 2.90it/s]\n 32%|███▎ | 39/120 [00:12<00:27, 2.93it/s]\n 33%|███▎ | 40/120 [00:12<00:26, 2.99it/s]\n 34%|███▍ | 41/120 [00:13<00:25, 3.06it/s]\n 35%|███▌ | 42/120 [00:13<00:24, 3.15it/s]\n 36%|███▌ | 43/120 [00:13<00:23, 3.23it/s]\n 37%|███▋ | 44/120 [00:14<00:22, 3.34it/s]\n 38%|███▊ | 45/120 [00:14<00:21, 3.41it/s]\n 38%|███▊ | 46/120 [00:14<00:21, 3.46it/s]\n 39%|███▉ | 47/120 [00:14<00:20, 3.50it/s]\n 40%|████ | 48/120 [00:15<00:20, 3.53it/s]\n 41%|████ | 49/120 [00:15<00:20, 3.51it/s]\n 42%|████▏ | 50/120 [00:15<00:20, 3.46it/s]\n 42%|████▎ | 51/120 [00:16<00:20, 3.39it/s]\n 43%|████▎ | 52/120 [00:16<00:20, 3.31it/s]\n 44%|████▍ | 53/120 [00:16<00:20, 3.23it/s]\n 45%|████▌ | 54/120 [00:17<00:21, 3.14it/s]\n 46%|████▌ | 55/120 [00:17<00:21, 3.07it/s]\n 47%|████▋ | 56/120 [00:17<00:21, 3.00it/s]\n 48%|████▊ | 57/120 [00:18<00:21, 2.95it/s]\n 48%|████▊ | 58/120 [00:18<00:21, 2.91it/s]\n 49%|████▉ | 59/120 [00:18<00:21, 2.90it/s]\n 50%|█████ | 60/120 [00:19<00:20, 2.92it/s]\n 51%|█████ | 61/120 [00:19<00:19, 2.96it/s]\n 52%|█████▏ | 62/120 [00:19<00:19, 2.96it/s]\n 52%|█████▎ | 63/120 [00:20<00:19, 2.94it/s]\n 53%|█████▎ | 64/120 [00:20<00:19, 2.92it/s]\n 54%|█████▍ | 65/120 [00:20<00:18, 2.91it/s]\n 55%|█████▌ | 66/120 [00:21<00:18, 2.91it/s]\n 56%|█████▌ | 67/120 [00:21<00:18, 2.92it/s]\n 57%|█████▋ | 68/120 [00:21<00:17, 2.96it/s]\n 57%|█████▊ | 69/120 [00:22<00:16, 3.01it/s]\n 58%|█████▊ | 70/120 [00:22<00:16, 3.07it/s]\n 59%|█████▉ | 71/120 [00:22<00:15, 3.15it/s]\n 60%|██████ | 72/120 [00:23<00:14, 3.24it/s]\n 61%|██████ | 73/120 [00:23<00:14, 3.33it/s]\n 62%|██████▏ | 74/120 [00:23<00:13, 3.42it/s]\n 62%|██████▎ | 75/120 [00:23<00:12, 3.52it/s]\n 63%|██████▎ | 76/120 [00:24<00:12, 3.59it/s]\n 64%|██████▍ | 77/120 [00:24<00:11, 3.64it/s]\n 65%|██████▌ | 78/120 [00:24<00:11, 3.66it/s]\n 66%|██████▌ | 79/120 [00:24<00:11, 3.65it/s]\n 67%|██████▋ | 80/120 [00:25<00:11, 3.60it/s]\n 68%|██████▊ | 81/120 [00:25<00:11, 3.53it/s]\n 68%|██████▊ | 82/120 [00:25<00:11, 3.45it/s]\n 69%|██████▉ | 83/120 [00:26<00:11, 3.36it/s]\n 70%|███████ | 84/120 [00:26<00:10, 3.28it/s]\n 71%|███████ | 85/120 [00:26<00:10, 3.21it/s]\n 72%|███████▏ | 86/120 [00:27<00:10, 3.14it/s]\n 72%|███████▎ | 87/120 [00:27<00:10, 3.08it/s]\n 73%|███████▎ | 88/120 [00:27<00:10, 3.04it/s]\n 74%|███████▍ | 89/120 [00:28<00:10, 3.02it/s]\n 75%|███████▌ | 90/120 [00:28<00:09, 3.01it/s]\n 76%|███████▌ | 91/120 [00:28<00:09, 3.01it/s]\n 77%|███████▋ | 92/120 [00:29<00:09, 3.00it/s]\n 78%|███████▊ | 93/120 [00:29<00:09, 2.98it/s]\n 78%|███████▊ | 94/120 [00:29<00:08, 2.95it/s]\n 79%|███████▉ | 95/120 [00:30<00:08, 2.94it/s]\n 80%|████████ | 96/120 [00:30<00:08, 2.93it/s]\n 81%|████████ | 97/120 [00:30<00:07, 2.94it/s]\n 82%|████████▏ | 98/120 [00:31<00:07, 2.95it/s]\n 82%|████████▎ | 99/120 [00:31<00:07, 3.00it/s]\n 83%|████████▎ | 100/120 [00:31<00:06, 3.05it/s]\n 84%|████████▍ | 101/120 [00:32<00:06, 3.11it/s]\n 85%|████████▌ | 102/120 [00:32<00:05, 3.18it/s]\n 86%|████████▌ | 103/120 [00:32<00:05, 3.26it/s]\n 87%|████████▋ | 104/120 [00:33<00:04, 3.35it/s]\n 88%|████████▊ | 105/120 [00:33<00:04, 3.41it/s]\n 88%|████████▊ | 106/120 [00:33<00:04, 3.46it/s]\n 89%|████████▉ | 107/120 [00:33<00:03, 3.50it/s]\n 90%|█████████ | 108/120 [00:34<00:03, 3.50it/s]\n 91%|█████████ | 109/120 [00:34<00:03, 3.48it/s]\n 92%|█████████▏| 110/120 [00:34<00:02, 3.43it/s]\n 92%|█████████▎| 111/120 [00:35<00:02, 3.36it/s]\n 93%|█████████▎| 112/120 [00:35<00:02, 3.28it/s]\n 94%|█████████▍| 113/120 [00:35<00:02, 3.19it/s]\n 95%|█████████▌| 114/120 [00:36<00:01, 3.11it/s]\n 96%|█████████▌| 115/120 [00:36<00:01, 3.04it/s]\n 97%|█████████▋| 116/120 [00:36<00:01, 2.97it/s]\n 98%|█████████▊| 117/120 [00:37<00:01, 2.92it/s]\n 98%|█████████▊| 118/120 [00:37<00:00, 2.89it/s]\n 99%|█████████▉| 119/120 [00:37<00:00, 2.88it/s]\n100%|██████████| 120/120 [00:38<00:00, 2.89it/s]\n100%|██████████| 120/120 [00:38<00:00, 3.14it/s]\nIMAGEIO FFMPEG_WRITER WARNING: input image is not divisible by macro_block_size=8, resizing from (1008, 756) to (1008, 760) to ensure video compatibility with most codecs and players. To prevent resizing, make your input image divisible by the macro_block_size or set the macro_block_size to 1 (risking incompatibility).", "metrics": { "predict_time": 648.661635, "total_time": 1159.246113 }, "output": "https://replicate.delivery/mgxm/7c31b962-4a41-43f4-bca3-a01fab86d4ce/test_renders_path.mp4", "started_at": "2022-06-23T04:48:11.970157Z", "status": "succeeded", "urls": { "get": "https://api.replicate.com/v1/predictions/qs46nnpy5vdatahpcvrrh4teuq", "cancel": "https://api.replicate.com/v1/predictions/qs46nnpy5vdatahpcvrrh4teuq/cancel" }, "version": "a1ce5683d877f80391d7a947a2eea836b408f1f0161e67b6aaa344182145ba41" }Generated inDownloading checkpoint for flower Detected LLFF dataset Using pre-scaled images from /root/.cache/arf-svox2/data/llff/flower/images_4 Loaded LLFF data /root/.cache/arf-svox2/data/llff/flower 22.573735200863933 222.47985705021057 recentered (3, 4) [ 1.4332432 12.709555 ] Overriding offset 250-> 250 dmin = 1.433243, dmax = 12.709555, invz = 0, offset = 250 0%| | 0/29 [00:00<?, ?it/s] 3%|▎ | 1/29 [00:00<00:02, 9.39it/s] 14%|█▍ | 4/29 [00:00<00:01, 19.55it/s] 24%|██▍ | 7/29 [00:00<00:00, 22.85it/s] 34%|███▍ | 10/29 [00:00<00:00, 24.42it/s] 45%|████▍ | 13/29 [00:00<00:00, 25.31it/s] 55%|█████▌ | 16/29 [00:00<00:00, 24.59it/s] 66%|██████▌ | 19/29 [00:00<00:00, 25.38it/s] 76%|███████▌ | 22/29 [00:00<00:00, 25.89it/s] 86%|████████▌ | 25/29 [00:01<00:00, 26.11it/s] 97%|█████████▋| 28/29 [00:01<00:00, 26.16it/s] 100%|██████████| 29/29 [00:01<00:00, 24.77it/s] z_bounds from LLFF: [1.4332431554794312, 12.709554672241211] (not used) scene_radius [1.496031746031746, 1.6613756613756614, 1.0] Generating rays, scaling factor 1 ic| "Loaded ckpt: ": 'Loaded ckpt: ' args.init_ckpt: '/root/.cache/arf-svox2/ckpt_svox2/llff/flower/ckpt.npz' ic| grid.basis_dim: 1 opt_style.py:508: DeprecationWarning: Starting with ImageIO v3 the behavior of this function will switch to that of iio.v3.imread. To keep the current behavior (and make this warning dissapear) use `import imageio.v2 as imageio` or call `imageio.v2.imread` directly. style_img = imageio.imread(args.style).astype(np.float32) / 255.0 Render options RenderOptions(backend='cuvol', background_brightness=0.5, step_size=0.5, sigma_thresh=1e-08, stop_thresh=1e-07, last_sample_opaque=False, near_clip=0.0, use_spheric_clip=False, random_sigma_std=0.0, random_sigma_std_background=0.0) ic| "Style image: ": 'Style image: ' args.style: '/tmp/tmphid_h4wtd1b61de7-9670-4240-b894-b19a06459b2c.png' style_img.shape: torch.Size([504, 352, 3]) Downloading: "https://download.pytorch.org/models/vgg16-397923af.pth" to /root/.cache/torch/hub/checkpoints/vgg16-397923af.pth 0%| | 0.00/528M [00:00<?, ?B/s] 0%| | 640k/528M [00:00<01:26, 6.39MB/s] 0%| | 1.66M/528M [00:00<01:01, 8.97MB/s] 1%| | 3.23M/528M [00:00<00:44, 12.4MB/s] 1%| | 5.80M/528M [00:00<00:30, 18.0MB/s] 2%|▏ | 9.85M/528M [00:00<00:20, 26.8MB/s] 3%|▎ | 16.2M/528M [00:00<00:13, 40.2MB/s] 5%|▌ | 26.5M/528M [00:00<00:08, 62.4MB/s] 8%|▊ | 43.4M/528M [00:00<00:05, 98.7MB/s] 13%|█▎ | 69.6M/528M [00:00<00:03, 154MB/s] 18%|█▊ | 94.8M/528M [00:01<00:02, 188MB/s] 23%|██▎ | 124M/528M [00:01<00:01, 223MB/s] 29%|██▉ | 153M/528M [00:01<00:01, 247MB/s] 34%|███▍ | 181M/528M [00:01<00:01, 263MB/s] 39%|███▉ | 208M/528M [00:01<00:01, 268MB/s] 45%|████▍ | 236M/528M [00:01<00:01, 277MB/s] 50%|█████ | 264M/528M [00:01<00:00, 283MB/s] 56%|█████▌ | 293M/528M [00:01<00:00, 289MB/s] 61%|██████ | 322M/528M [00:01<00:00, 293MB/s] 66%|██████▋ | 351M/528M [00:01<00:00, 295MB/s] 72%|███████▏ | 380M/528M [00:02<00:00, 298MB/s] 77%|███████▋ | 409M/528M [00:02<00:00, 300MB/s] 83%|████████▎ | 438M/528M [00:02<00:00, 301MB/s] 88%|████████▊ | 467M/528M [00:02<00:00, 302MB/s] 94%|█████████▍| 496M/528M [00:02<00:00, 301MB/s] 99%|█████████▉| 524M/528M [00:02<00:00, 301MB/s] 100%|██████████| 528M/528M [00:02<00:00, 220MB/s] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 0 epoch_size: 22099392 batches_per_epoch: 4420 batch_size: 5000 optim_type: 'ray' 0%| | 0/4420 [00:00<?, ?it/s] 0%| | 5/4420 [00:00<01:32, 47.56it/s] 0%| | 12/4420 [00:00<01:15, 58.62it/s] 19 11.6272 : 0%| | 12/4420 [00:00<01:15, 58.62it/s] 19 11.6272 : 0%| | 21/4420 [00:00<01:03, 69.04it/s] 19 11.6272 : 1%| | 30/4420 [00:00<00:59, 73.66it/s] 39 12.0738 : 1%| | 30/4420 [00:00<00:59, 73.66it/s] 39 12.0738 : 1%| | 40/4420 [00:00<00:53, 82.44it/s] 39 12.0738 : 1%| | 50/4420 [00:00<00:49, 87.99it/s] 59 12.8007 : 1%| | 50/4420 [00:00<00:49, 87.99it/s] 59 12.8007 : 1%|▏ | 60/4420 [00:00<00:48, 89.86it/s] 59 12.8007 : 2%|▏ | 70/4420 [00:00<00:48, 90.42it/s] 79 13.4578 : 2%|▏ | 70/4420 [00:00<00:48, 90.42it/s] 79 13.4578 : 2%|▏ | 80/4420 [00:00<00:47, 92.11it/s] 79 13.4578 : 2%|▏ | 90/4420 [00:01<00:46, 92.68it/s] 99 13.2045 : 2%|▏ | 90/4420 [00:01<00:46, 92.68it/s] 99 13.2045 : 2%|▏ | 100/4420 [00:01<00:45, 94.18it/s] 99 13.2045 : 3%|▎ | 111/4420 [00:01<00:44, 96.38it/s] 119 13.7421 : 3%|▎ | 111/4420 [00:01<00:44, 96.38it/s] 119 13.7421 : 3%|▎ | 121/4420 [00:01<00:44, 97.17it/s] 119 13.7421 : 3%|▎ | 132/4420 [00:01<00:43, 98.87it/s] 139 12.5098 : 3%|▎ | 132/4420 [00:01<00:43, 98.87it/s] 139 12.5098 : 3%|▎ | 144/4420 [00:01<00:40, 104.82it/s] 139 12.5098 : 4%|▎ | 157/4420 [00:01<00:38, 109.80it/s] 159 12.8689 : 4%|▎ | 157/4420 [00:01<00:38, 109.80it/s] 159 12.8689 : 4%|▍ | 169/4420 [00:01<00:38, 110.83it/s] 179 12.9679 : 4%|▍ | 169/4420 [00:01<00:38, 110.83it/s] 179 12.9679 : 4%|▍ | 181/4420 [00:01<00:38, 110.03it/s] 179 12.9679 : 4%|▍ | 193/4420 [00:02<00:38, 109.53it/s] 199 14.0492 : 4%|▍ | 193/4420 [00:02<00:38, 109.53it/s] 199 14.0492 : 5%|▍ | 204/4420 [00:02<00:38, 108.97it/s] 199 14.0492 : 5%|▍ | 215/4420 [00:02<00:39, 106.27it/s] 219 16.9494 : 5%|▍ | 215/4420 [00:02<00:39, 106.27it/s] 219 16.9494 : 5%|▌ | 226/4420 [00:02<00:40, 103.15it/s] 219 16.9494 : 5%|▌ | 237/4420 [00:02<00:40, 102.69it/s] 239 16.5310 : 5%|▌ | 237/4420 [00:02<00:40, 102.69it/s] 239 16.5310 : 6%|▌ | 248/4420 [00:02<00:40, 102.03it/s] 239 16.5310 : 6%|▌ | 259/4420 [00:02<00:40, 103.44it/s] 259 15.9960 : 6%|▌ | 259/4420 [00:02<00:40, 103.44it/s] 259 15.9960 : 6%|▌ | 271/4420 [00:02<00:39, 106.36it/s] 279 17.0638 : 6%|▌ | 271/4420 [00:02<00:39, 106.36it/s] 279 17.0638 : 6%|▋ | 283/4420 [00:02<00:38, 108.21it/s] 279 17.0638 : 7%|▋ | 297/4420 [00:02<00:35, 115.20it/s] 299 16.5000 : 7%|▋ | 297/4420 [00:03<00:35, 115.20it/s] 299 16.5000 : 7%|▋ | 311/4420 [00:03<00:34, 120.66it/s] 319 13.9917 : 7%|▋ | 311/4420 [00:03<00:34, 120.66it/s] 319 13.9917 : 7%|▋ | 325/4420 [00:03<00:33, 123.98it/s] 319 13.9917 : 8%|▊ | 338/4420 [00:03<00:32, 124.79it/s] 339 14.8648 : 8%|▊ | 338/4420 [00:03<00:32, 124.79it/s] 339 14.8648 : 8%|▊ | 351/4420 [00:03<00:32, 125.43it/s] 359 15.3265 : 8%|▊ | 351/4420 [00:03<00:32, 125.43it/s] 359 15.3265 : 8%|▊ | 364/4420 [00:03<00:32, 123.93it/s] 359 15.3265 : 9%|▊ | 377/4420 [00:03<00:33, 122.09it/s] 379 16.5456 : 9%|▊ | 377/4420 [00:03<00:33, 122.09it/s] 379 16.5456 : 9%|▉ | 390/4420 [00:03<00:33, 122.03it/s] 399 17.6209 : 9%|▉ | 390/4420 [00:03<00:33, 122.03it/s] 399 17.6209 : 9%|▉ | 403/4420 [00:03<00:32, 121.94it/s] 399 17.6209 : 9%|▉ | 416/4420 [00:03<00:32, 123.66it/s] 419 18.0102 : 9%|▉ | 416/4420 [00:03<00:32, 123.66it/s] 419 18.0102 : 10%|▉ | 430/4420 [00:04<00:31, 126.12it/s] 439 17.8105 : 10%|▉ | 430/4420 [00:04<00:31, 126.12it/s] 439 17.8105 : 10%|█ | 445/4420 [00:04<00:30, 130.87it/s] 459 15.6371 : 10%|█ | 445/4420 [00:04<00:30, 130.87it/s] 459 15.6371 : 10%|█ | 461/4420 [00:04<00:28, 136.55it/s] 459 15.6371 : 11%|█ | 475/4420 [00:04<00:28, 137.29it/s] 479 16.2196 : 11%|█ | 475/4420 [00:04<00:28, 137.29it/s] 479 16.2196 : 11%|█ | 489/4420 [00:04<00:29, 135.32it/s] 499 16.4068 : 11%|█ | 489/4420 [00:04<00:29, 135.32it/s] 499 16.4068 : 11%|█▏ | 503/4420 [00:04<00:29, 133.92it/s] 499 16.4068 : 12%|█▏ | 517/4420 [00:04<00:29, 131.88it/s] 519 18.3910 : 12%|█▏ | 517/4420 [00:04<00:29, 131.88it/s] 519 18.3910 : 12%|█▏ | 531/4420 [00:04<00:30, 129.33it/s] 539 18.3599 : 12%|█▏ | 531/4420 [00:04<00:30, 129.33it/s] 539 18.3599 : 12%|█▏ | 544/4420 [00:04<00:30, 127.86it/s] 539 18.3599 : 13%|█▎ | 557/4420 [00:04<00:30, 127.41it/s] 559 18.5088 : 13%|█▎ | 557/4420 [00:05<00:30, 127.41it/s] 559 18.5088 : 13%|█▎ | 571/4420 [00:05<00:29, 128.58it/s] 579 20.6147 : 13%|█▎ | 571/4420 [00:05<00:29, 128.58it/s] 579 20.6147 : 13%|█▎ | 585/4420 [00:05<00:29, 130.39it/s] 599 20.2645 : 13%|█▎ | 585/4420 [00:05<00:29, 130.39it/s] 599 20.2645 : 14%|█▎ | 600/4420 [00:05<00:28, 135.54it/s] 599 20.2645 : 14%|█▍ | 615/4420 [00:05<00:27, 139.59it/s] 619 15.1441 : 14%|█▍ | 615/4420 [00:05<00:27, 139.59it/s] 619 15.1441 : 14%|█▍ | 629/4420 [00:05<00:27, 138.32it/s] 639 16.5694 : 14%|█▍ | 629/4420 [00:05<00:27, 138.32it/s] 639 16.5694 : 15%|█▍ | 643/4420 [00:05<00:27, 136.59it/s] 639 16.5694 : 15%|█▍ | 657/4420 [00:05<00:27, 135.71it/s] 659 16.5461 : 15%|█▍ | 657/4420 [00:05<00:27, 135.71it/s] 659 16.5461 : 15%|█▌ | 671/4420 [00:05<00:28, 132.84it/s] 679 18.2643 : 15%|█▌ | 671/4420 [00:05<00:28, 132.84it/s] 679 18.2643 : 15%|█▌ | 685/4420 [00:05<00:28, 130.66it/s] 679 18.2643 : 16%|█▌ | 699/4420 [00:06<00:28, 129.63it/s] 699 19.3102 : 16%|█▌ | 699/4420 [00:06<00:28, 129.63it/s] 699 19.3102 : 16%|█▌ | 712/4420 [00:06<00:28, 129.37it/s] 719 17.5808 : 16%|█▌ | 712/4420 [00:06<00:28, 129.37it/s] 719 17.5808 : 16%|█▋ | 726/4420 [00:06<00:28, 131.41it/s] 739 21.2572 : 16%|█▋ | 726/4420 [00:06<00:28, 131.41it/s] 739 21.2572 : 17%|█▋ | 740/4420 [00:06<00:27, 133.41it/s] 739 21.2572 : 17%|█▋ | 756/4420 [00:06<00:26, 140.55it/s] 759 21.7729 : 17%|█▋ | 756/4420 [00:06<00:26, 140.55it/s] 759 21.7729 : 17%|█▋ | 771/4420 [00:06<00:26, 140.13it/s] 779 17.7260 : 17%|█▋ | 771/4420 [00:06<00:26, 140.13it/s] 779 17.7260 : 18%|█▊ | 786/4420 [00:06<00:26, 135.07it/s] 799 17.2706 : 18%|█▊ | 786/4420 [00:06<00:26, 135.07it/s] 799 17.2706 : 18%|█▊ | 800/4420 [00:06<00:27, 131.35it/s] 799 17.2706 : 18%|█▊ | 814/4420 [00:06<00:27, 128.81it/s] 819 18.4375 : 18%|█▊ | 814/4420 [00:06<00:27, 128.81it/s] 819 18.4375 : 19%|█▊ | 827/4420 [00:07<00:28, 124.43it/s] 839 18.8663 : 19%|█▊ | 827/4420 [00:07<00:28, 124.43it/s] 839 18.8663 : 19%|█▉ | 840/4420 [00:07<00:29, 121.87it/s] 839 18.8663 : 19%|█▉ | 853/4420 [00:07<00:29, 120.15it/s] 859 19.1196 : 19%|█▉ | 853/4420 [00:07<00:29, 120.15it/s] 859 19.1196 : 20%|█▉ | 866/4420 [00:07<00:29, 119.90it/s] 859 19.1196 : 20%|█▉ | 879/4420 [00:07<00:29, 121.58it/s] 879 19.7436 : 20%|█▉ | 879/4420 [00:07<00:29, 121.58it/s] 879 19.7436 : 20%|██ | 892/4420 [00:07<00:28, 122.72it/s] 899 20.6417 : 20%|██ | 892/4420 [00:07<00:28, 122.72it/s] 899 20.6417 : 21%|██ | 907/4420 [00:07<00:27, 128.70it/s] 919 18.1844 : 21%|██ | 907/4420 [00:07<00:27, 128.70it/s] 919 18.1844 : 21%|██ | 921/4420 [00:07<00:26, 129.63it/s] 919 18.1844 : 21%|██ | 934/4420 [00:07<00:28, 124.44it/s] 939 18.6440 : 21%|██ | 934/4420 [00:07<00:28, 124.44it/s] 939 18.6440 : 21%|██▏ | 947/4420 [00:08<00:28, 119.82it/s] 959 19.5416 : 21%|██▏ | 947/4420 [00:08<00:28, 119.82it/s] 959 19.5416 : 22%|██▏ | 960/4420 [00:08<00:29, 116.82it/s] 959 19.5416 : 22%|██▏ | 972/4420 [00:08<00:30, 114.38it/s] 979 19.3833 : 22%|██▏ | 972/4420 [00:08<00:30, 114.38it/s] 979 19.3833 : 22%|██▏ | 984/4420 [00:08<00:30, 110.95it/s] 979 19.3833 : 23%|██▎ | 996/4420 [00:08<00:31, 108.61it/s] 999 20.1932 : 23%|██▎ | 996/4420 [00:08<00:31, 108.61it/s] 999 20.1932 : 23%|██▎ | 1007/4420 [00:08<00:31, 107.40it/s] 999 20.1932 : 23%|██▎ | 1018/4420 [00:08<00:31, 106.93it/s] 1019 20.5874 : 23%|██▎ | 1018/4420 [00:08<00:31, 106.93it/s] 1019 20.5874 : 23%|██▎ | 1030/4420 [00:08<00:31, 108.02it/s] 1039 21.6383 : 23%|██▎ | 1030/4420 [00:08<00:31, 108.02it/s] 1039 21.6383 : 24%|██▎ | 1042/4420 [00:08<00:30, 109.00it/s] 1039 21.6383 : 24%|██▍ | 1054/4420 [00:09<00:30, 111.71it/s] 1059 22.2883 : 24%|██▍ | 1054/4420 [00:09<00:30, 111.71it/s] 1059 22.2883 : 24%|██▍ | 1068/4420 [00:09<00:28, 118.33it/s] 1079 18.8880 : 24%|██▍ | 1068/4420 [00:09<00:28, 118.33it/s] 1079 18.8880 : 24%|██▍ | 1080/4420 [00:09<00:28, 117.29it/s] 1079 18.8880 : 25%|██▍ | 1092/4420 [00:09<00:28, 116.33it/s] 1099 19.2687 : 25%|██▍ | 1092/4420 [00:09<00:28, 116.33it/s] 1099 19.2687 : 25%|██▍ | 1104/4420 [00:09<00:28, 115.03it/s] 1099 19.2687 : 25%|██▌ | 1116/4420 [00:09<00:28, 114.37it/s] 1119 20.5193 : 25%|██▌ | 1116/4420 [00:09<00:28, 114.37it/s] 1119 20.5193 : 26%|██▌ | 1128/4420 [00:09<00:29, 110.42it/s] 1139 20.9526 : 26%|██▌ | 1128/4420 [00:09<00:29, 110.42it/s] 1139 20.9526 : 26%|██▌ | 1140/4420 [00:09<00:29, 109.98it/s] 1139 20.9526 : 26%|██▌ | 1152/4420 [00:09<00:30, 108.49it/s] 1159 20.7344 : 26%|██▌ | 1152/4420 [00:09<00:30, 108.49it/s] 1159 20.7344 : 26%|██▋ | 1164/4420 [00:09<00:29, 109.01it/s] 1159 20.7344 : 27%|██▋ | 1176/4420 [00:10<00:29, 109.92it/s] 1179 21.9858 : 27%|██▋ | 1176/4420 [00:10<00:29, 109.92it/s] 1179 21.9858 : 27%|██▋ | 1188/4420 [00:10<00:29, 111.41it/s] 1199 21.4091 : 27%|██▋ | 1188/4420 [00:10<00:29, 111.41it/s] 1199 21.4091 : 27%|██▋ | 1201/4420 [00:10<00:27, 115.32it/s] 1199 21.4091 : 27%|██▋ | 1215/4420 [00:10<00:26, 121.71it/s] 1219 16.0988 : 27%|██▋ | 1215/4420 [00:10<00:26, 121.71it/s] 1219 16.0988 : 28%|██▊ | 1229/4420 [00:10<00:25, 125.74it/s] 1239 22.3165 : 28%|██▊ | 1229/4420 [00:10<00:25, 125.74it/s] 1239 22.3165 : 28%|██▊ | 1243/4420 [00:10<00:24, 127.15it/s] 1239 22.3165 : 28%|██▊ | 1256/4420 [00:10<00:24, 127.88it/s] 1259 22.1288 : 28%|██▊ | 1256/4420 [00:10<00:24, 127.88it/s] 1259 22.1288 : 29%|██▊ | 1269/4420 [00:10<00:24, 128.11it/s] 1279 23.9709 : 29%|██▊ | 1269/4420 [00:10<00:24, 128.11it/s] 1279 23.9709 : 29%|██▉ | 1282/4420 [00:10<00:24, 125.68it/s] 1279 23.9709 : 29%|██▉ | 1295/4420 [00:11<00:24, 125.84it/s] 1299 26.5274 : 29%|██▉ | 1295/4420 [00:11<00:24, 125.84it/s] 1299 26.5274 : 30%|██▉ | 1308/4420 [00:11<00:24, 124.99it/s] 1319 23.2538 : 30%|██▉ | 1308/4420 [00:11<00:24, 124.99it/s] 1319 23.2538 : 30%|██▉ | 1321/4420 [00:11<00:24, 125.34it/s] 1319 23.2538 : 30%|███ | 1335/4420 [00:11<00:24, 127.61it/s] 1339 24.3438 : 30%|███ | 1335/4420 [00:11<00:24, 127.61it/s] 1339 24.3438 : 31%|███ | 1349/4420 [00:11<00:23, 130.79it/s] 1359 26.5367 : 31%|███ | 1349/4420 [00:11<00:23, 130.79it/s] 1359 26.5367 : 31%|███ | 1365/4420 [00:11<00:22, 138.58it/s] 1379 20.9314 : 31%|███ | 1365/4420 [00:11<00:22, 138.58it/s] 1379 20.9314 : 31%|███ | 1381/4420 [00:11<00:21, 143.25it/s] 1379 20.9314 : 32%|███▏ | 1396/4420 [00:11<00:21, 143.73it/s] 1399 22.8947 : 32%|███▏ | 1396/4420 [00:11<00:21, 143.73it/s] 1399 22.8947 : 32%|███▏ | 1411/4420 [00:11<00:20, 144.17it/s] 1419 23.9477 : 32%|███▏ | 1411/4420 [00:11<00:20, 144.17it/s] 1419 23.9477 : 32%|███▏ | 1426/4420 [00:11<00:21, 142.17it/s] 1439 25.0374 : 32%|███▏ | 1426/4420 [00:12<00:21, 142.17it/s] 1439 25.0374 : 33%|███▎ | 1441/4420 [00:12<00:21, 140.65it/s] 1439 25.0374 : 33%|███▎ | 1456/4420 [00:12<00:21, 140.00it/s] 1459 23.2949 : 33%|███▎ | 1456/4420 [00:12<00:21, 140.00it/s] 1459 23.2949 : 33%|███▎ | 1471/4420 [00:12<00:20, 140.59it/s] 1479 24.0068 : 33%|███▎ | 1471/4420 [00:12<00:20, 140.59it/s] 1479 24.0068 : 34%|███▎ | 1486/4420 [00:12<00:20, 142.34it/s] 1499 24.8892 : 34%|███▎ | 1486/4420 [00:12<00:20, 142.34it/s] 1499 24.8892 : 34%|███▍ | 1502/4420 [00:12<00:19, 146.48it/s] 1519 24.4688 : 34%|███▍ | 1502/4420 [00:12<00:19, 146.48it/s] 1519 24.4688 : 34%|███▍ | 1520/4420 [00:12<00:18, 154.73it/s] 1519 24.4688 : 35%|███▍ | 1537/4420 [00:12<00:18, 158.14it/s] 1539 22.2090 : 35%|███▍ | 1537/4420 [00:12<00:18, 158.14it/s] 1539 22.2090 : 35%|███▌ | 1553/4420 [00:12<00:18, 157.08it/s] 1559 22.4376 : 35%|███▌ | 1553/4420 [00:12<00:18, 157.08it/s] 1559 22.4376 : 35%|███▌ | 1569/4420 [00:12<00:18, 156.49it/s] 1579 24.0997 : 35%|███▌ | 1569/4420 [00:12<00:18, 156.49it/s] 1579 24.0997 : 36%|███▌ | 1585/4420 [00:13<00:18, 154.25it/s] 1599 24.6874 : 36%|███▌ | 1585/4420 [00:13<00:18, 154.25it/s] 1599 24.6874 : 36%|███▌ | 1601/4420 [00:13<00:18, 153.51it/s] 1599 24.6874 : 37%|███▋ | 1617/4420 [00:13<00:18, 153.37it/s] 1619 22.7656 : 37%|███▋ | 1617/4420 [00:13<00:18, 153.37it/s] 1619 22.7656 : 37%|███▋ | 1634/4420 [00:13<00:17, 155.59it/s] 1639 26.0414 : 37%|███▋ | 1634/4420 [00:13<00:17, 155.59it/s] 1639 26.0414 : 37%|███▋ | 1651/4420 [00:13<00:17, 159.13it/s] 1659 24.9253 : 37%|███▋ | 1651/4420 [00:13<00:17, 159.13it/s] 1659 24.9253 : 38%|███▊ | 1670/4420 [00:13<00:16, 167.70it/s] 1679 20.0208 : 38%|███▊ | 1670/4420 [00:13<00:16, 167.70it/s] 1679 20.0208 : 38%|███▊ | 1688/4420 [00:13<00:16, 168.30it/s] 1699 21.5922 : 38%|███▊ | 1688/4420 [00:13<00:16, 168.30it/s] 1699 21.5922 : 39%|███▊ | 1705/4420 [00:13<00:16, 163.27it/s] 1719 21.7032 : 39%|███▊ | 1705/4420 [00:13<00:16, 163.27it/s] 1719 21.7032 : 39%|███▉ | 1722/4420 [00:13<00:16, 159.37it/s] 1719 21.7032 : 39%|███▉ | 1738/4420 [00:13<00:17, 155.49it/s] 1739 23.3891 : 39%|███▉ | 1738/4420 [00:13<00:17, 155.49it/s] 1739 23.3891 : 40%|███▉ | 1754/4420 [00:14<00:17, 152.58it/s] 1759 24.9687 : 40%|███▉ | 1754/4420 [00:14<00:17, 152.58it/s] 1759 24.9687 : 40%|████ | 1770/4420 [00:14<00:17, 151.66it/s] 1779 24.2586 : 40%|████ | 1770/4420 [00:14<00:17, 151.66it/s] 1779 24.2586 : 40%|████ | 1786/4420 [00:14<00:17, 153.08it/s] 1799 25.6195 : 40%|████ | 1786/4420 [00:14<00:17, 153.08it/s] 1799 25.6195 : 41%|████ | 1803/4420 [00:14<00:16, 156.54it/s] 1819 26.8080 : 41%|████ | 1803/4420 [00:14<00:16, 156.54it/s] 1819 26.8080 : 41%|████ | 1822/4420 [00:14<00:15, 165.16it/s] 1819 26.8080 : 42%|████▏ | 1839/4420 [00:14<00:15, 163.84it/s] 1839 19.8513 : 42%|████▏ | 1839/4420 [00:14<00:15, 163.84it/s] 1839 19.8513 : 42%|████▏ | 1856/4420 [00:14<00:16, 154.96it/s] 1859 21.3867 : 42%|████▏ | 1856/4420 [00:14<00:16, 154.96it/s] 1859 21.3867 : 42%|████▏ | 1872/4420 [00:14<00:17, 148.68it/s] 1879 22.7893 : 42%|████▏ | 1872/4420 [00:14<00:17, 148.68it/s] 1879 22.7893 : 43%|████▎ | 1887/4420 [00:14<00:17, 143.09it/s] 1899 23.4342 : 43%|████▎ | 1887/4420 [00:15<00:17, 143.09it/s] 1899 23.4342 : 43%|████▎ | 1902/4420 [00:15<00:18, 139.81it/s] 1899 23.4342 : 43%|████▎ | 1917/4420 [00:15<00:18, 138.44it/s] 1919 20.7748 : 43%|████▎ | 1917/4420 [00:15<00:18, 138.44it/s] 1919 20.7748 : 44%|████▎ | 1931/4420 [00:15<00:17, 138.74it/s] 1939 25.6800 : 44%|████▎ | 1931/4420 [00:15<00:17, 138.74it/s] 1939 25.6800 : 44%|████▍ | 1946/4420 [00:15<00:17, 140.78it/s] 1959 25.5415 : 44%|████▍ | 1946/4420 [00:15<00:17, 140.78it/s] 1959 25.5415 : 44%|████▍ | 1963/4420 [00:15<00:16, 146.99it/s] 1979 17.9170 : 44%|████▍ | 1963/4420 [00:15<00:16, 146.99it/s] 1979 17.9170 : 45%|████▍ | 1981/4420 [00:15<00:15, 154.56it/s] 1979 17.9170 : 45%|████▌ | 1997/4420 [00:15<00:16, 144.55it/s] 1999 20.7980 : 45%|████▌ | 1997/4420 [00:15<00:16, 144.55it/s] 1999 20.7980 : 46%|████▌ | 2012/4420 [00:15<00:17, 137.05it/s] 2019 19.2915 : 46%|████▌ | 2012/4420 [00:15<00:17, 137.05it/s] 2019 19.2915 : 46%|████▌ | 2026/4420 [00:15<00:18, 131.67it/s] 2039 19.8732 : 46%|████▌ | 2026/4420 [00:16<00:18, 131.67it/s] 2039 19.8732 : 46%|████▌ | 2040/4420 [00:16<00:18, 126.82it/s] 2039 19.8732 : 46%|████▋ | 2053/4420 [00:16<00:18, 125.07it/s] 2059 23.2785 : 46%|████▋ | 2053/4420 [00:16<00:18, 125.07it/s] 2059 23.2785 : 47%|████▋ | 2066/4420 [00:16<00:18, 124.09it/s] 2059 23.2785 : 47%|████▋ | 2079/4420 [00:16<00:18, 124.11it/s] 2079 22.5621 : 47%|████▋ | 2079/4420 [00:16<00:18, 124.11it/s] 2079 22.5621 : 47%|████▋ | 2093/4420 [00:16<00:18, 126.77it/s] 2099 23.7245 : 47%|████▋ | 2093/4420 [00:16<00:18, 126.77it/s] 2099 23.7245 : 48%|████▊ | 2108/4420 [00:16<00:17, 131.63it/s] 2119 24.4929 : 48%|████▊ | 2108/4420 [00:16<00:17, 131.63it/s] 2119 24.4929 : 48%|████▊ | 2124/4420 [00:16<00:16, 138.86it/s] 2119 24.4929 : 48%|████▊ | 2139/4420 [00:16<00:16, 138.58it/s] 2139 19.0056 : 48%|████▊ | 2139/4420 [00:16<00:16, 138.58it/s] 2139 19.0056 : 49%|████▊ | 2153/4420 [00:16<00:17, 127.64it/s] 2159 18.7823 : 49%|████▊ | 2153/4420 [00:17<00:17, 127.64it/s] 2159 18.7823 : 49%|████▉ | 2166/4420 [00:17<00:18, 120.52it/s] 2159 18.7823 : 49%|████▉ | 2179/4420 [00:17<00:19, 114.51it/s] 2179 19.7452 : 49%|████▉ | 2179/4420 [00:17<00:19, 114.51it/s] 2179 19.7452 : 50%|████▉ | 2191/4420 [00:17<00:19, 112.52it/s] 2199 21.9172 : 50%|████▉ | 2191/4420 [00:17<00:19, 112.52it/s] 2199 21.9172 : 50%|████▉ | 2203/4420 [00:17<00:19, 111.27it/s] 2199 21.9172 : 50%|█████ | 2215/4420 [00:17<00:19, 111.89it/s] 2219 24.1600 : 50%|█████ | 2215/4420 [00:17<00:19, 111.89it/s] 2219 24.1600 : 50%|█████ | 2227/4420 [00:17<00:19, 112.02it/s] 2239 22.6455 : 50%|█████ | 2227/4420 [00:17<00:19, 112.02it/s] 2239 22.6455 : 51%|█████ | 2240/4420 [00:17<00:18, 115.41it/s] 2239 22.6455 : 51%|█████ | 2254/4420 [00:17<00:17, 121.03it/s] 2259 22.9930 : 51%|█████ | 2254/4420 [00:17<00:17, 121.03it/s] 2259 22.9930 : 51%|█████▏ | 2269/4420 [00:17<00:16, 127.83it/s] 2279 20.1022 : 51%|█████▏ | 2269/4420 [00:18<00:16, 127.83it/s] 2279 20.1022 : 52%|█████▏ | 2284/4420 [00:18<00:16, 132.92it/s] 2279 20.1022 : 52%|█████▏ | 2298/4420 [00:18<00:16, 131.89it/s] 2299 22.5034 : 52%|█████▏ | 2298/4420 [00:18<00:16, 131.89it/s] 2299 22.5034 : 52%|█████▏ | 2312/4420 [00:18<00:16, 128.75it/s] 2319 23.9336 : 52%|█████▏ | 2312/4420 [00:18<00:16, 128.75it/s] 2319 23.9336 : 53%|█████▎ | 2325/4420 [00:18<00:16, 127.24it/s] 2319 23.9336 : 53%|█████▎ | 2338/4420 [00:18<00:16, 125.32it/s] 2339 22.3520 : 53%|█████▎ | 2338/4420 [00:18<00:16, 125.32it/s] 2339 22.3520 : 53%|█████▎ | 2351/4420 [00:18<00:16, 125.30it/s] 2359 22.7794 : 53%|█████▎ | 2351/4420 [00:18<00:16, 125.30it/s] 2359 22.7794 : 53%|█████▎ | 2364/4420 [00:18<00:16, 125.74it/s] 2359 22.7794 : 54%|█████▍ | 2377/4420 [00:18<00:16, 126.62it/s] 2379 26.1882 : 54%|█████▍ | 2377/4420 [00:18<00:16, 126.62it/s] 2379 26.1882 : 54%|█████▍ | 2391/4420 [00:18<00:15, 130.38it/s] 2399 26.5107 : 54%|█████▍ | 2391/4420 [00:18<00:15, 130.38it/s] 2399 26.5107 : 54%|█████▍ | 2407/4420 [00:18<00:14, 137.12it/s] 2419 26.6911 : 54%|█████▍ | 2407/4420 [00:19<00:14, 137.12it/s] 2419 26.6911 : 55%|█████▍ | 2424/4420 [00:19<00:13, 144.60it/s] 2439 21.8577 : 55%|█████▍ | 2424/4420 [00:19<00:13, 144.60it/s] 2439 21.8577 : 55%|█████▌ | 2440/4420 [00:19<00:13, 148.47it/s] 2439 21.8577 : 56%|█████▌ | 2455/4420 [00:19<00:13, 147.23it/s] 2459 24.9911 : 56%|█████▌ | 2455/4420 [00:19<00:13, 147.23it/s] 2459 24.9911 : 56%|█████▌ | 2470/4420 [00:19<00:13, 145.62it/s] 2479 26.3314 : 56%|█████▌ | 2470/4420 [00:19<00:13, 145.62it/s] 2479 26.3314 : 56%|█████▌ | 2485/4420 [00:19<00:13, 143.33it/s] 2499 27.2712 : 56%|█████▌ | 2485/4420 [00:19<00:13, 143.33it/s] 2499 27.2712 : 57%|█████▋ | 2500/4420 [00:19<00:13, 143.45it/s] 2499 27.2712 : 57%|█████▋ | 2515/4420 [00:19<00:13, 143.31it/s] 2519 25.4480 : 57%|█████▋ | 2515/4420 [00:19<00:13, 143.31it/s] 2519 25.4480 : 57%|█████▋ | 2530/4420 [00:19<00:13, 144.66it/s] 2539 27.8622 : 57%|█████▋ | 2530/4420 [00:19<00:13, 144.66it/s] 2539 27.8622 : 58%|█████▊ | 2546/4420 [00:19<00:12, 148.28it/s] 2559 28.6575 : 58%|█████▊ | 2546/4420 [00:20<00:12, 148.28it/s] 2559 28.6575 : 58%|█████▊ | 2564/4420 [00:20<00:11, 155.76it/s] 2579 26.1125 : 58%|█████▊ | 2564/4420 [00:20<00:11, 155.76it/s] 2579 26.1125 : 58%|█████▊ | 2583/4420 [00:20<00:11, 163.58it/s] 2599 23.8857 : 58%|█████▊ | 2583/4420 [00:20<00:11, 163.58it/s] 2599 23.8857 : 59%|█████▉ | 2600/4420 [00:20<00:11, 164.47it/s] 2599 23.8857 : 59%|█████▉ | 2617/4420 [00:20<00:11, 161.51it/s] 2619 24.1119 : 59%|█████▉ | 2617/4420 [00:20<00:11, 161.51it/s] 2619 24.1119 : 60%|█████▉ | 2634/4420 [00:20<00:11, 159.32it/s] 2639 28.5090 : 60%|█████▉ | 2634/4420 [00:20<00:11, 159.32it/s] 2639 28.5090 : 60%|█████▉ | 2650/4420 [00:20<00:11, 157.81it/s] 2659 28.6897 : 60%|█████▉ | 2650/4420 [00:20<00:11, 157.81it/s] 2659 28.6897 : 60%|██████ | 2666/4420 [00:20<00:11, 157.17it/s] 2679 27.3989 : 60%|██████ | 2666/4420 [00:20<00:11, 157.17it/s] 2679 27.3989 : 61%|██████ | 2682/4420 [00:20<00:11, 157.79it/s] 2699 28.1371 : 61%|██████ | 2682/4420 [00:20<00:11, 157.79it/s] 2699 28.1371 : 61%|██████ | 2700/4420 [00:20<00:10, 161.78it/s] 2699 28.1371 : 62%|██████▏ | 2719/4420 [00:20<00:10, 169.61it/s] 2719 27.8928 : 62%|██████▏ | 2719/4420 [00:20<00:10, 169.61it/s] 2719 27.8928 : 62%|██████▏ | 2739/4420 [00:21<00:09, 176.80it/s] 2739 23.3914 : 62%|██████▏ | 2739/4420 [00:21<00:09, 176.80it/s] 2739 23.3914 : 62%|██████▏ | 2757/4420 [00:21<00:09, 171.78it/s] 2759 23.6409 : 62%|██████▏ | 2757/4420 [00:21<00:09, 171.78it/s] 2759 23.6409 : 63%|██████▎ | 2775/4420 [00:21<00:09, 165.62it/s] 2779 26.4417 : 63%|██████▎ | 2775/4420 [00:21<00:09, 165.62it/s] 2779 26.4417 : 63%|██████▎ | 2792/4420 [00:21<00:10, 160.03it/s] 2799 27.6342 : 63%|██████▎ | 2792/4420 [00:21<00:10, 160.03it/s] 2799 27.6342 : 64%|██████▎ | 2809/4420 [00:21<00:10, 157.01it/s] 2819 23.0986 : 64%|██████▎ | 2809/4420 [00:21<00:10, 157.01it/s] 2819 23.0986 : 64%|██████▍ | 2825/4420 [00:21<00:10, 155.96it/s] 2839 27.2908 : 64%|██████▍ | 2825/4420 [00:21<00:10, 155.96it/s] 2839 27.2908 : 64%|██████▍ | 2841/4420 [00:21<00:10, 156.76it/s] 2839 27.2908 : 65%|██████▍ | 2859/4420 [00:21<00:09, 162.04it/s] 2859 29.5996 : 65%|██████▍ | 2859/4420 [00:21<00:09, 162.04it/s] 2859 29.5996 : 65%|██████▌ | 2878/4420 [00:21<00:09, 169.46it/s] 2879 29.4896 : 65%|██████▌ | 2878/4420 [00:21<00:09, 169.46it/s] 2879 29.4896 : 66%|██████▌ | 2897/4420 [00:22<00:08, 174.51it/s] 2899 24.2376 : 66%|██████▌ | 2897/4420 [00:22<00:08, 174.51it/s] 2899 24.2376 : 66%|██████▌ | 2915/4420 [00:22<00:09, 160.40it/s] 2919 26.7274 : 66%|██████▌ | 2915/4420 [00:22<00:09, 160.40it/s] 2919 26.7274 : 66%|██████▋ | 2932/4420 [00:22<00:09, 151.99it/s] 2939 27.4402 : 66%|██████▋ | 2932/4420 [00:22<00:09, 151.99it/s] 2939 27.4402 : 67%|██████▋ | 2948/4420 [00:22<00:10, 144.91it/s] 2959 25.4703 : 67%|██████▋ | 2948/4420 [00:22<00:10, 144.91it/s] 2959 25.4703 : 67%|██████▋ | 2963/4420 [00:22<00:10, 141.24it/s] 2959 25.4703 : 67%|██████▋ | 2978/4420 [00:22<00:10, 140.29it/s] 2979 26.1543 : 67%|██████▋ | 2978/4420 [00:22<00:10, 140.29it/s] 2979 26.1543 : 68%|██████▊ | 2993/4420 [00:22<00:10, 139.95it/s] 2999 28.6703 : 68%|██████▊ | 2993/4420 [00:22<00:10, 139.95it/s] 2999 28.6703 : 68%|██████▊ | 3008/4420 [00:22<00:09, 142.44it/s] 3019 26.6445 : 68%|██████▊ | 3008/4420 [00:22<00:09, 142.44it/s] 3019 26.6445 : 68%|██████▊ | 3025/4420 [00:22<00:09, 148.93it/s] 3039 26.6479 : 68%|██████▊ | 3025/4420 [00:23<00:09, 148.93it/s] 3039 26.6479 : 69%|██████▉ | 3043/4420 [00:23<00:08, 155.75it/s] 3039 26.6479 : 69%|██████▉ | 3059/4420 [00:23<00:09, 145.51it/s] 3059 23.5348 : 69%|██████▉ | 3059/4420 [00:23<00:09, 145.51it/s] 3059 23.5348 : 70%|██████▉ | 3074/4420 [00:23<00:10, 134.00it/s] 3079 22.4419 : 70%|██████▉ | 3074/4420 [00:23<00:10, 134.00it/s] 3079 22.4419 : 70%|██████▉ | 3088/4420 [00:23<00:10, 125.92it/s] 3099 24.2883 : 70%|██████▉ | 3088/4420 [00:23<00:10, 125.92it/s] 3099 24.2883 : 70%|███████ | 3101/4420 [00:23<00:11, 119.85it/s] 3099 24.2883 : 70%|███████ | 3114/4420 [00:23<00:11, 116.25it/s] 3119 22.5563 : 70%|███████ | 3114/4420 [00:23<00:11, 116.25it/s] 3119 22.5563 : 71%|███████ | 3126/4420 [00:23<00:11, 112.86it/s] 3119 22.5563 : 71%|███████ | 3138/4420 [00:23<00:11, 112.18it/s] 3139 22.2606 : 71%|███████ | 3138/4420 [00:23<00:11, 112.18it/s] 3139 22.2606 : 71%|███████▏ | 3150/4420 [00:24<00:11, 112.98it/s] 3159 24.3051 : 71%|███████▏ | 3150/4420 [00:24<00:11, 112.98it/s] 3159 24.3051 : 72%|███████▏ | 3163/4420 [00:24<00:10, 116.08it/s] 3159 24.3051 : 72%|███████▏ | 3177/4420 [00:24<00:10, 120.33it/s] 3179 24.2771 : 72%|███████▏ | 3177/4420 [00:24<00:10, 120.33it/s] 3179 24.2771 : 72%|███████▏ | 3191/4420 [00:24<00:09, 125.47it/s] 3199 16.7955 : 72%|███████▏ | 3191/4420 [00:24<00:09, 125.47it/s] 3199 16.7955 : 72%|███████▏ | 3204/4420 [00:24<00:09, 123.14it/s] 3199 16.7955 : 73%|███████▎ | 3217/4420 [00:24<00:10, 109.90it/s] 3219 20.1811 : 73%|███████▎ | 3217/4420 [00:24<00:10, 109.90it/s] 3219 20.1811 : 73%|███████▎ | 3229/4420 [00:24<00:11, 102.04it/s] 3239 20.3949 : 73%|███████▎ | 3229/4420 [00:24<00:11, 102.04it/s] 3239 20.3949 : 73%|███████▎ | 3240/4420 [00:24<00:12, 94.86it/s] 3239 20.3949 : 74%|███████▎ | 3250/4420 [00:25<00:12, 91.51it/s] 3259 19.8003 : 74%|███████▎ | 3250/4420 [00:25<00:12, 91.51it/s] 3259 19.8003 : 74%|███████▍ | 3260/4420 [00:25<00:13, 88.77it/s] 3259 19.8003 : 74%|███████▍ | 3269/4420 [00:25<00:13, 87.01it/s] 3259 19.8003 : 74%|███████▍ | 3278/4420 [00:25<00:13, 86.49it/s] 3279 20.8182 : 74%|███████▍ | 3278/4420 [00:25<00:13, 86.49it/s] 3279 20.8182 : 74%|███████▍ | 3287/4420 [00:25<00:13, 86.83it/s] 3279 20.8182 : 75%|███████▍ | 3296/4420 [00:25<00:12, 87.43it/s] 3299 19.6332 : 75%|███████▍ | 3296/4420 [00:25<00:12, 87.43it/s] 3299 19.6332 : 75%|███████▍ | 3306/4420 [00:25<00:12, 89.61it/s] 3299 19.6332 : 75%|███████▌ | 3317/4420 [00:25<00:11, 92.95it/s] 3319 22.8242 : 75%|███████▌ | 3317/4420 [00:25<00:11, 92.95it/s] 3319 22.8242 : 75%|███████▌ | 3327/4420 [00:25<00:11, 94.64it/s] 3319 22.8242 : 76%|███████▌ | 3338/4420 [00:25<00:11, 97.81it/s] 3339 20.1959 : 76%|███████▌ | 3338/4420 [00:25<00:11, 97.81it/s] 3339 20.1959 : 76%|███████▌ | 3349/4420 [00:26<00:10, 99.12it/s] 3339 20.1959 : 76%|███████▌ | 3359/4420 [00:26<00:10, 98.31it/s] 3359 22.5933 : 76%|███████▌ | 3359/4420 [00:26<00:10, 98.31it/s] 3359 22.5933 : 76%|███████▌ | 3369/4420 [00:26<00:10, 97.98it/s] 3359 22.5933 : 76%|███████▋ | 3379/4420 [00:26<00:10, 97.98it/s] 3379 23.2085 : 76%|███████▋ | 3379/4420 [00:26<00:10, 97.98it/s] 3379 23.2085 : 77%|███████▋ | 3389/4420 [00:26<00:10, 94.91it/s] 3379 23.2085 : 77%|███████▋ | 3399/4420 [00:26<00:10, 93.43it/s] 3399 24.1939 : 77%|███████▋ | 3399/4420 [00:26<00:10, 93.43it/s] 3399 24.1939 : 77%|███████▋ | 3409/4420 [00:26<00:10, 92.37it/s] 3399 24.1939 : 77%|███████▋ | 3419/4420 [00:26<00:11, 90.88it/s] 3419 22.8891 : 77%|███████▋ | 3419/4420 [00:26<00:11, 90.88it/s] 3419 22.8891 : 78%|███████▊ | 3429/4420 [00:26<00:10, 91.21it/s] 3419 22.8891 : 78%|███████▊ | 3439/4420 [00:27<00:10, 91.95it/s] 3439 24.0556 : 78%|███████▊ | 3439/4420 [00:27<00:10, 91.95it/s] 3439 24.0556 : 78%|███████▊ | 3449/4420 [00:27<00:10, 93.30it/s] 3459 24.6364 : 78%|███████▊ | 3449/4420 [00:27<00:10, 93.30it/s] 3459 24.6364 : 78%|███████▊ | 3460/4420 [00:27<00:09, 96.59it/s] 3459 24.6364 : 79%|███████▊ | 3471/4420 [00:27<00:09, 100.31it/s] 3479 24.8309 : 79%|███████▊ | 3471/4420 [00:27<00:09, 100.31it/s] 3479 24.8309 : 79%|███████▉ | 3483/4420 [00:27<00:09, 103.76it/s] 3479 24.8309 : 79%|███████▉ | 3494/4420 [00:27<00:08, 105.50it/s] 3499 18.1782 : 79%|███████▉ | 3494/4420 [00:27<00:08, 105.50it/s] 3499 18.1782 : 79%|███████▉ | 3505/4420 [00:27<00:08, 106.15it/s] 3499 18.1782 : 80%|███████▉ | 3516/4420 [00:27<00:08, 106.43it/s] 3519 27.3266 : 80%|███████▉ | 3516/4420 [00:27<00:08, 106.43it/s] 3519 27.3266 : 80%|███████▉ | 3527/4420 [00:27<00:08, 106.41it/s] 3519 27.3266 : 80%|████████ | 3538/4420 [00:27<00:08, 104.45it/s] 3539 28.2474 : 80%|████████ | 3538/4420 [00:28<00:08, 104.45it/s] 3539 28.2474 : 80%|████████ | 3549/4420 [00:28<00:08, 103.19it/s] 3559 28.9006 : 80%|████████ | 3549/4420 [00:28<00:08, 103.19it/s] 3559 28.9006 : 81%|████████ | 3560/4420 [00:28<00:08, 104.08it/s] 3559 28.9006 : 81%|████████ | 3571/4420 [00:28<00:08, 103.95it/s] 3579 26.0985 : 81%|████████ | 3571/4420 [00:28<00:08, 103.95it/s] 3579 26.0985 : 81%|████████ | 3582/4420 [00:28<00:07, 104.86it/s] 3579 26.0985 : 81%|████████▏ | 3594/4420 [00:28<00:07, 106.79it/s] 3599 26.7127 : 81%|████████▏ | 3594/4420 [00:28<00:07, 106.79it/s] 3599 26.7127 : 82%|████████▏ | 3607/4420 [00:28<00:07, 111.37it/s] 3619 28.8415 : 82%|████████▏ | 3607/4420 [00:28<00:07, 111.37it/s] 3619 28.8415 : 82%|████████▏ | 3620/4420 [00:28<00:06, 116.17it/s] 3619 28.8415 : 82%|████████▏ | 3634/4420 [00:28<00:06, 121.28it/s] 3639 25.5654 : 82%|████████▏ | 3634/4420 [00:28<00:06, 121.28it/s] 3639 25.5654 : 83%|████████▎ | 3648/4420 [00:28<00:06, 124.25it/s] 3659 25.2785 : 83%|████████▎ | 3648/4420 [00:29<00:06, 124.25it/s] 3659 25.2785 : 83%|████████▎ | 3661/4420 [00:29<00:06, 124.50it/s] 3659 25.2785 : 83%|████████▎ | 3674/4420 [00:29<00:06, 123.08it/s] 3679 29.8815 : 83%|████████▎ | 3674/4420 [00:29<00:06, 123.08it/s] 3679 29.8815 : 83%|████████▎ | 3687/4420 [00:29<00:06, 120.92it/s] 3699 28.2678 : 83%|████████▎ | 3687/4420 [00:29<00:06, 120.92it/s] 3699 28.2678 : 84%|████████▎ | 3700/4420 [00:29<00:06, 118.06it/s] 3699 28.2678 : 84%|████████▍ | 3712/4420 [00:29<00:05, 118.09it/s] 3719 26.2957 : 84%|████████▍ | 3712/4420 [00:29<00:05, 118.09it/s] 3719 26.2957 : 84%|████████▍ | 3724/4420 [00:29<00:05, 117.89it/s] 3719 26.2957 : 85%|████████▍ | 3736/4420 [00:29<00:05, 117.78it/s] 3739 29.0804 : 85%|████████▍ | 3736/4420 [00:29<00:05, 117.78it/s] 3739 29.0804 : 85%|████████▍ | 3748/4420 [00:29<00:05, 118.34it/s] 3759 28.6987 : 85%|████████▍ | 3748/4420 [00:29<00:05, 118.34it/s] 3759 28.6987 : 85%|████████▌ | 3762/4420 [00:29<00:05, 123.25it/s] 3759 28.6987 : 85%|████████▌ | 3777/4420 [00:29<00:04, 128.83it/s] 3779 31.8018 : 85%|████████▌ | 3777/4420 [00:30<00:04, 128.83it/s] 3779 31.8018 : 86%|████████▌ | 3792/4420 [00:30<00:04, 133.46it/s] 3799 25.6766 : 86%|████████▌ | 3792/4420 [00:30<00:04, 133.46it/s] 3799 25.6766 : 86%|████████▌ | 3806/4420 [00:30<00:04, 135.34it/s] 3819 25.4094 : 86%|████████▌ | 3806/4420 [00:30<00:04, 135.34it/s] 3819 25.4094 : 86%|████████▋ | 3820/4420 [00:30<00:04, 134.31it/s] 3819 25.4094 : 87%|████████▋ | 3834/4420 [00:30<00:04, 132.27it/s] 3839 27.6275 : 87%|████████▋ | 3834/4420 [00:30<00:04, 132.27it/s] 3839 27.6275 : 87%|████████▋ | 3848/4420 [00:30<00:04, 128.75it/s] 3859 29.3407 : 87%|████████▋ | 3848/4420 [00:30<00:04, 128.75it/s] 3859 29.3407 : 87%|████████▋ | 3861/4420 [00:30<00:04, 127.80it/s] 3859 29.3407 : 88%|████████▊ | 3874/4420 [00:30<00:04, 126.93it/s] 3879 27.2545 : 88%|████████▊ | 3874/4420 [00:30<00:04, 126.93it/s] 3879 27.2545 : 88%|████████▊ | 3887/4420 [00:30<00:04, 126.57it/s] 3899 29.2382 : 88%|████████▊ | 3887/4420 [00:30<00:04, 126.57it/s] 3899 29.2382 : 88%|████████▊ | 3900/4420 [00:30<00:04, 127.53it/s] 3899 29.2382 : 89%|████████▊ | 3915/4420 [00:31<00:03, 132.45it/s] 3919 29.0174 : 89%|████████▊ | 3915/4420 [00:31<00:03, 132.45it/s] 3919 29.0174 : 89%|████████▉ | 3931/4420 [00:31<00:03, 137.87it/s] 3939 30.4297 : 89%|████████▉ | 3931/4420 [00:31<00:03, 137.87it/s] 3939 30.4297 : 89%|████████▉ | 3947/4420 [00:31<00:03, 141.69it/s] 3959 20.7998 : 89%|████████▉ | 3947/4420 [00:31<00:03, 141.69it/s] 3959 20.7998 : 90%|████████▉ | 3962/4420 [00:31<00:03, 142.93it/s] 3959 20.7998 : 90%|████████▉ | 3977/4420 [00:31<00:03, 139.58it/s] 3979 26.4022 : 90%|████████▉ | 3977/4420 [00:31<00:03, 139.58it/s] 3979 26.4022 : 90%|█████████ | 3991/4420 [00:31<00:03, 136.15it/s] 3999 26.9148 : 90%|█████████ | 3991/4420 [00:31<00:03, 136.15it/s] 3999 26.9148 : 91%|█████████ | 4005/4420 [00:31<00:03, 132.35it/s] 3999 26.9148 : 91%|█████████ | 4019/4420 [00:31<00:03, 130.49it/s] 4019 28.3023 : 91%|█████████ | 4019/4420 [00:31<00:03, 130.49it/s] 4019 28.3023 : 91%|█████████ | 4033/4420 [00:31<00:02, 129.38it/s] 4039 27.6622 : 91%|█████████ | 4033/4420 [00:31<00:02, 129.38it/s] 4039 27.6622 : 92%|█████████▏| 4046/4420 [00:32<00:02, 129.21it/s] 4059 30.5128 : 92%|█████████▏| 4046/4420 [00:32<00:02, 129.21it/s] 4059 30.5128 : 92%|█████████▏| 4060/4420 [00:32<00:02, 131.81it/s] 4059 30.5128 : 92%|█████████▏| 4076/4420 [00:32<00:02, 138.08it/s] 4079 32.0805 : 92%|█████████▏| 4076/4420 [00:32<00:02, 138.08it/s] 4079 32.0805 : 93%|█████████▎| 4092/4420 [00:32<00:02, 142.57it/s] 4099 30.3502 : 93%|█████████▎| 4092/4420 [00:32<00:02, 142.57it/s] 4099 30.3502 : 93%|█████████▎| 4107/4420 [00:32<00:02, 144.29it/s] 4119 23.9074 : 93%|█████████▎| 4107/4420 [00:32<00:02, 144.29it/s] 4119 23.9074 : 93%|█████████▎| 4122/4420 [00:32<00:02, 141.38it/s] 4119 23.9074 : 94%|█████████▎| 4137/4420 [00:32<00:02, 134.98it/s] 4139 26.7536 : 94%|█████████▎| 4137/4420 [00:32<00:02, 134.98it/s] 4139 26.7536 : 94%|█████████▍| 4151/4420 [00:32<00:02, 128.24it/s] 4159 26.5412 : 94%|█████████▍| 4151/4420 [00:32<00:02, 128.24it/s] 4159 26.5412 : 94%|█████████▍| 4164/4420 [00:32<00:02, 125.32it/s] 4159 26.5412 : 95%|█████████▍| 4177/4420 [00:33<00:01, 123.98it/s] 4179 23.1800 : 95%|█████████▍| 4177/4420 [00:33<00:01, 123.98it/s] 4179 23.1800 : 95%|█████████▍| 4190/4420 [00:33<00:01, 122.97it/s] 4199 26.2801 : 95%|█████████▍| 4190/4420 [00:33<00:01, 122.97it/s] 4199 26.2801 : 95%|█████████▌| 4203/4420 [00:33<00:01, 123.27it/s] 4199 26.2801 : 95%|█████████▌| 4217/4420 [00:33<00:01, 126.88it/s] 4219 30.6155 : 95%|█████████▌| 4217/4420 [00:33<00:01, 126.88it/s] 4219 30.6155 : 96%|█████████▌| 4232/4420 [00:33<00:01, 132.22it/s] 4239 30.2725 : 96%|█████████▌| 4232/4420 [00:33<00:01, 132.22it/s] 4239 30.2725 : 96%|█████████▌| 4247/4420 [00:33<00:01, 137.09it/s] 4259 28.4728 : 96%|█████████▌| 4247/4420 [00:33<00:01, 137.09it/s] 4259 28.4728 : 96%|█████████▋| 4262/4420 [00:33<00:01, 139.13it/s] 4259 28.4728 : 97%|█████████▋| 4276/4420 [00:33<00:01, 125.53it/s] 4279 20.4381 : 97%|█████████▋| 4276/4420 [00:33<00:01, 125.53it/s] 4279 20.4381 : 97%|█████████▋| 4289/4420 [00:33<00:01, 111.28it/s] 4299 21.4567 : 97%|█████████▋| 4289/4420 [00:34<00:01, 111.28it/s] 4299 21.4567 : 97%|█████████▋| 4301/4420 [00:34<00:01, 102.52it/s] 4299 21.4567 : 98%|█████████▊| 4312/4420 [00:34<00:01, 98.71it/s] 4319 22.6654 : 98%|█████████▊| 4312/4420 [00:34<00:01, 98.71it/s] 4319 22.6654 : 98%|█████████▊| 4323/4420 [00:34<00:01, 96.14it/s] 4319 22.6654 : 98%|█████████▊| 4333/4420 [00:34<00:00, 95.25it/s] 4339 23.5483 : 98%|█████████▊| 4333/4420 [00:34<00:00, 95.25it/s] 4339 23.5483 : 98%|█████████▊| 4343/4420 [00:34<00:00, 94.08it/s] 4339 23.5483 : 98%|█████████▊| 4353/4420 [00:34<00:00, 94.84it/s] 4359 23.6020 : 98%|█████████▊| 4353/4420 [00:34<00:00, 94.84it/s] 4359 23.6020 : 99%|█████████▊| 4363/4420 [00:34<00:00, 95.80it/s] 4359 23.6020 : 99%|█████████▉| 4375/4420 [00:34<00:00, 100.73it/s] 4379 25.1768 : 99%|█████████▉| 4375/4420 [00:34<00:00, 100.73it/s] 4379 25.1768 : 99%|█████████▉| 4387/4420 [00:34<00:00, 104.63it/s] 4379 25.1768 : 100%|█████████▉| 4399/4420 [00:35<00:00, 107.69it/s] 4399 24.6237 : 100%|█████████▉| 4399/4420 [00:35<00:00, 107.69it/s] 4399 24.6237 : 100%|█████████▉| 4411/4420 [00:35<00:00, 108.98it/s] 4419 13.4231 : 100%|█████████▉| 4411/4420 [00:35<00:00, 108.98it/s] 4419 13.4231 : 100%|██████████| 4420/4420 [00:35<00:00, 125.47it/s] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 1 epoch_size: 22099392 batches_per_epoch: 4420 batch_size: 5000 optim_type: 'ray' 0%| | 0/4420 [00:00<?, ?it/s] 0%| | 11/4420 [00:00<00:41, 106.87it/s] 4439 22.0277 : 0%| | 11/4420 [00:00<00:41, 106.87it/s] 4439 22.0277 : 0%| | 22/4420 [00:00<00:43, 100.75it/s] 4439 22.0277 : 1%| | 33/4420 [00:00<00:44, 98.01it/s] 4459 19.4925 : 1%| | 33/4420 [00:00<00:44, 98.01it/s] 4459 19.4925 : 1%| | 43/4420 [00:00<00:44, 97.68it/s] 4459 19.4925 : 1%| | 53/4420 [00:00<00:45, 96.39it/s] 4479 21.1203 : 1%| | 53/4420 [00:00<00:45, 96.39it/s] 4479 21.1203 : 1%|▏ | 63/4420 [00:00<00:46, 93.16it/s] 4479 21.1203 : 2%|▏ | 73/4420 [00:00<00:47, 91.83it/s] 4499 22.5380 : 2%|▏ | 73/4420 [00:00<00:47, 91.83it/s] 4499 22.5380 : 2%|▏ | 83/4420 [00:00<00:47, 91.23it/s] 4499 22.5380 : 2%|▏ | 93/4420 [00:00<00:48, 89.11it/s] 4519 23.0067 : 2%|▏ | 93/4420 [00:01<00:48, 89.11it/s] 4519 23.0067 : 2%|▏ | 103/4420 [00:01<00:48, 89.79it/s] 4519 23.0067 : 3%|▎ | 113/4420 [00:01<00:46, 92.01it/s] 4539 23.5128 : 3%|▎ | 113/4420 [00:01<00:46, 92.01it/s] 4539 23.5128 : 3%|▎ | 123/4420 [00:01<00:45, 94.02it/s] 4539 23.5128 : 3%|▎ | 134/4420 [00:01<00:44, 96.52it/s] 4559 22.2723 : 3%|▎ | 134/4420 [00:01<00:44, 96.52it/s] 4559 22.2723 : 3%|▎ | 147/4420 [00:01<00:41, 103.85it/s] 4559 22.2723 : 4%|▎ | 159/4420 [00:01<00:40, 106.23it/s] 4579 22.0384 : 4%|▎ | 159/4420 [00:01<00:40, 106.23it/s] 4579 22.0384 : 4%|▍ | 170/4420 [00:01<00:39, 106.96it/s] 4599 24.7747 : 4%|▍ | 170/4420 [00:01<00:39, 106.96it/s] 4599 24.7747 : 4%|▍ | 181/4420 [00:01<00:40, 104.89it/s] 4599 24.7747 : 4%|▍ | 192/4420 [00:01<00:41, 103.02it/s] 4619 25.6866 : 4%|▍ | 192/4420 [00:02<00:41, 103.02it/s] 4619 25.6866 : 5%|▍ | 203/4420 [00:02<00:41, 101.90it/s] 4619 25.6866 : 5%|▍ | 214/4420 [00:02<00:41, 100.26it/s] 4639 28.5741 : 5%|▍ | 214/4420 [00:02<00:41, 100.26it/s] 4639 28.5741 : 5%|▌ | 225/4420 [00:02<00:42, 99.69it/s] 4639 28.5741 : 5%|▌ | 236/4420 [00:02<00:41, 99.99it/s] 4659 27.7192 : 5%|▌ | 236/4420 [00:02<00:41, 99.99it/s] 4659 27.7192 : 6%|▌ | 247/4420 [00:02<00:41, 100.08it/s] 4659 27.7192 : 6%|▌ | 258/4420 [00:02<00:41, 100.07it/s] 4679 28.2172 : 6%|▌ | 258/4420 [00:02<00:41, 100.07it/s] 4679 28.2172 : 6%|▌ | 269/4420 [00:02<00:40, 102.28it/s] 4699 27.7492 : 6%|▌ | 269/4420 [00:02<00:40, 102.28it/s] 4699 27.7492 : 6%|▋ | 280/4420 [00:02<00:40, 103.48it/s] 4699 27.7492 : 7%|▋ | 292/4420 [00:02<00:38, 107.73it/s] 4719 27.7042 : 7%|▋ | 292/4420 [00:02<00:38, 107.73it/s] 4719 27.7042 : 7%|▋ | 306/4420 [00:03<00:35, 114.64it/s] 4719 27.7042 : 7%|▋ | 319/4420 [00:03<00:34, 118.69it/s] 4739 26.5048 : 7%|▋ | 319/4420 [00:03<00:34, 118.69it/s] 4739 26.5048 : 8%|▊ | 332/4420 [00:03<00:34, 119.90it/s] 4759 26.3620 : 8%|▊ | 332/4420 [00:03<00:34, 119.90it/s] 4759 26.3620 : 8%|▊ | 345/4420 [00:03<00:33, 120.77it/s] 4759 26.3620 : 8%|▊ | 358/4420 [00:03<00:33, 121.53it/s] 4779 26.1254 : 8%|▊ | 358/4420 [00:03<00:33, 121.53it/s] 4779 26.1254 : 8%|▊ | 371/4420 [00:03<00:33, 119.12it/s] 4799 28.0783 : 8%|▊ | 371/4420 [00:03<00:33, 119.12it/s] 4799 28.0783 : 9%|▊ | 383/4420 [00:03<00:34, 118.07it/s] 4799 28.0783 : 9%|▉ | 395/4420 [00:03<00:34, 117.01it/s] 4819 29.7934 : 9%|▉ | 395/4420 [00:03<00:34, 117.01it/s] 4819 29.7934 : 9%|▉ | 407/4420 [00:03<00:34, 116.83it/s] 4839 29.5746 : 9%|▉ | 407/4420 [00:03<00:34, 116.83it/s] 4839 29.5746 : 10%|▉ | 420/4420 [00:03<00:33, 119.21it/s] 4839 29.5746 : 10%|▉ | 433/4420 [00:04<00:32, 121.28it/s] 4859 27.6696 : 10%|▉ | 433/4420 [00:04<00:32, 121.28it/s] 4859 27.6696 : 10%|█ | 447/4420 [00:04<00:31, 126.07it/s] 4879 25.2430 : 10%|█ | 447/4420 [00:04<00:31, 126.07it/s] 4879 25.2430 : 10%|█ | 462/4420 [00:04<00:30, 131.41it/s] 4879 25.2430 : 11%|█ | 476/4420 [00:04<00:29, 132.21it/s] 4899 28.7901 : 11%|█ | 476/4420 [00:04<00:29, 132.21it/s] 4899 28.7901 : 11%|█ | 490/4420 [00:04<00:29, 131.14it/s] 4919 28.3557 : 11%|█ | 490/4420 [00:04<00:29, 131.14it/s] 4919 28.3557 : 11%|█▏ | 504/4420 [00:04<00:30, 129.63it/s] 4919 28.3557 : 12%|█▏ | 517/4420 [00:04<00:30, 127.38it/s] 4939 29.8393 : 12%|█▏ | 517/4420 [00:04<00:30, 127.38it/s] 4939 29.8393 : 12%|█▏ | 530/4420 [00:04<00:31, 124.10it/s] 4959 30.3354 : 12%|█▏ | 530/4420 [00:04<00:31, 124.10it/s] 4959 30.3354 : 12%|█▏ | 543/4420 [00:04<00:31, 122.72it/s] 4959 30.3354 : 13%|█▎ | 556/4420 [00:05<00:31, 122.22it/s] 4979 28.7004 : 13%|█▎ | 556/4420 [00:05<00:31, 122.22it/s] 4979 28.7004 : 13%|█▎ | 569/4420 [00:05<00:31, 123.36it/s] 4999 29.6749 : 13%|█▎ | 569/4420 [00:05<00:31, 123.36it/s] 4999 29.6749 : 13%|█▎ | 583/4420 [00:05<00:30, 125.95it/s] 4999 29.6749 : 14%|█▎ | 598/4420 [00:05<00:29, 130.48it/s] 5019 29.6602 : 14%|█▎ | 598/4420 [00:05<00:29, 130.48it/s] 5019 29.6602 : 14%|█▍ | 613/4420 [00:05<00:28, 135.26it/s] 5039 25.8953 : 14%|█▍ | 613/4420 [00:05<00:28, 135.26it/s] 5039 25.8953 : 14%|█▍ | 627/4420 [00:05<00:28, 134.59it/s] 5059 28.1144 : 14%|█▍ | 627/4420 [00:05<00:28, 134.59it/s] 5059 28.1144 : 15%|█▍ | 641/4420 [00:05<00:28, 132.32it/s] 5059 28.1144 : 15%|█▍ | 655/4420 [00:05<00:28, 131.09it/s] 5079 24.5684 : 15%|█▍ | 655/4420 [00:05<00:28, 131.09it/s] 5079 24.5684 : 15%|█▌ | 669/4420 [00:05<00:29, 128.64it/s] 5099 26.2072 : 15%|█▌ | 669/4420 [00:05<00:29, 128.64it/s] 5099 26.2072 : 15%|█▌ | 682/4420 [00:06<00:29, 125.51it/s] 5099 26.2072 : 16%|█▌ | 695/4420 [00:06<00:29, 124.66it/s] 5119 28.5023 : 16%|█▌ | 695/4420 [00:06<00:29, 124.66it/s] 5119 28.5023 : 16%|█▌ | 708/4420 [00:06<00:29, 124.29it/s] 5139 27.4920 : 16%|█▌ | 708/4420 [00:06<00:29, 124.29it/s] 5139 27.4920 : 16%|█▋ | 721/4420 [00:06<00:29, 125.58it/s] 5139 27.4920 : 17%|█▋ | 735/4420 [00:06<00:28, 128.21it/s] 5159 24.7394 : 17%|█▋ | 735/4420 [00:06<00:28, 128.21it/s] 5159 24.7394 : 17%|█▋ | 750/4420 [00:06<00:27, 132.37it/s] 5179 28.6245 : 17%|█▋ | 750/4420 [00:06<00:27, 132.37it/s] 5179 28.6245 : 17%|█▋ | 765/4420 [00:06<00:26, 136.88it/s] 5179 28.6245 : 18%|█▊ | 779/4420 [00:06<00:27, 132.19it/s] 5199 26.5901 : 18%|█▊ | 779/4420 [00:06<00:27, 132.19it/s] 5199 26.5901 : 18%|█▊ | 793/4420 [00:06<00:28, 127.36it/s] 5219 27.2755 : 18%|█▊ | 793/4420 [00:06<00:28, 127.36it/s] 5219 27.2755 : 18%|█▊ | 806/4420 [00:06<00:29, 124.33it/s] 5219 27.2755 : 19%|█▊ | 819/4420 [00:07<00:29, 122.16it/s] 5239 27.6343 : 19%|█▊ | 819/4420 [00:07<00:29, 122.16it/s] 5239 27.6343 : 19%|█▉ | 832/4420 [00:07<00:30, 117.91it/s] 5259 27.4715 : 19%|█▉ | 832/4420 [00:07<00:30, 117.91it/s] 5259 27.4715 : 19%|█▉ | 844/4420 [00:07<00:30, 116.29it/s] 5259 27.4715 : 19%|█▉ | 856/4420 [00:07<00:30, 115.45it/s] 5279 26.7576 : 19%|█▉ | 856/4420 [00:07<00:30, 115.45it/s] 5279 26.7576 : 20%|█▉ | 868/4420 [00:07<00:30, 115.25it/s] 5299 27.2032 : 20%|█▉ | 868/4420 [00:07<00:30, 115.25it/s] 5299 27.2032 : 20%|█▉ | 880/4420 [00:07<00:30, 115.93it/s] 5299 27.2032 : 20%|██ | 892/4420 [00:07<00:30, 116.60it/s] 5319 29.3813 : 20%|██ | 892/4420 [00:07<00:30, 116.60it/s] 5319 29.3813 : 20%|██ | 906/4420 [00:07<00:28, 122.57it/s] 5319 29.3813 : 21%|██ | 919/4420 [00:07<00:28, 124.52it/s] 5339 25.2711 : 21%|██ | 919/4420 [00:07<00:28, 124.52it/s] 5339 25.2711 : 21%|██ | 932/4420 [00:08<00:29, 119.49it/s] 5359 29.1669 : 21%|██ | 932/4420 [00:08<00:29, 119.49it/s] 5359 29.1669 : 21%|██▏ | 945/4420 [00:08<00:30, 114.67it/s] 5359 29.1669 : 22%|██▏ | 957/4420 [00:08<00:31, 111.64it/s] 5379 26.7121 : 22%|██▏ | 957/4420 [00:08<00:31, 111.64it/s] 5379 26.7121 : 22%|██▏ | 969/4420 [00:08<00:31, 109.79it/s] 5399 28.3559 : 22%|██▏ | 969/4420 [00:08<00:31, 109.79it/s] 5399 28.3559 : 22%|██▏ | 981/4420 [00:08<00:32, 106.84it/s] 5399 28.3559 : 22%|██▏ | 992/4420 [00:08<00:32, 104.96it/s] 5419 29.1089 : 22%|██▏ | 992/4420 [00:08<00:32, 104.96it/s] 5419 29.1089 : 23%|██▎ | 1003/4420 [00:08<00:33, 103.00it/s] 5419 29.1089 : 23%|██▎ | 1014/4420 [00:08<00:33, 102.70it/s] 5439 27.5635 : 23%|██▎ | 1014/4420 [00:08<00:33, 102.70it/s] 5439 27.5635 : 23%|██▎ | 1025/4420 [00:08<00:33, 102.39it/s] 5439 27.5635 : 23%|██▎ | 1036/4420 [00:09<00:32, 103.36it/s] 5459 28.3375 : 23%|██▎ | 1036/4420 [00:09<00:32, 103.36it/s] 5459 28.3375 : 24%|██▎ | 1047/4420 [00:09<00:32, 103.74it/s] 5479 30.4755 : 24%|██▎ | 1047/4420 [00:09<00:32, 103.74it/s] 5479 30.4755 : 24%|██▍ | 1060/4420 [00:09<00:30, 109.32it/s] 5479 30.4755 : 24%|██▍ | 1073/4420 [00:09<00:29, 113.11it/s] 5499 25.3037 : 24%|██▍ | 1073/4420 [00:09<00:29, 113.11it/s] 5499 25.3037 : 25%|██▍ | 1085/4420 [00:09<00:29, 112.23it/s] 5499 25.3037 : 25%|██▍ | 1097/4420 [00:09<00:29, 111.37it/s] 5519 27.7496 : 25%|██▍ | 1097/4420 [00:09<00:29, 111.37it/s] 5519 27.7496 : 25%|██▌ | 1109/4420 [00:09<00:29, 111.44it/s] 5539 26.9547 : 25%|██▌ | 1109/4420 [00:09<00:29, 111.44it/s] 5539 26.9547 : 25%|██▌ | 1121/4420 [00:09<00:30, 108.87it/s] 5539 26.9547 : 26%|██▌ | 1132/4420 [00:09<00:30, 107.17it/s] 5559 27.0618 : 26%|██▌ | 1132/4420 [00:10<00:30, 107.17it/s] 5559 27.0618 : 26%|██▌ | 1143/4420 [00:10<00:31, 105.56it/s] 5559 27.0618 : 26%|██▌ | 1154/4420 [00:10<00:31, 103.03it/s] 5579 26.1153 : 26%|██▌ | 1154/4420 [00:10<00:31, 103.03it/s] 5579 26.1153 : 26%|██▋ | 1165/4420 [00:10<00:31, 103.62it/s] 5579 26.1153 : 27%|██▋ | 1176/4420 [00:10<00:31, 104.51it/s] 5599 25.4100 : 27%|██▋ | 1176/4420 [00:10<00:31, 104.51it/s] 5599 25.4100 : 27%|██▋ | 1188/4420 [00:10<00:30, 107.14it/s] 5619 25.9706 : 27%|██▋ | 1188/4420 [00:10<00:30, 107.14it/s] 5619 25.9706 : 27%|██▋ | 1201/4420 [00:10<00:28, 111.60it/s] 5619 25.9706 : 27%|██▋ | 1215/4420 [00:10<00:27, 118.10it/s] 5639 23.1521 : 27%|██▋ | 1215/4420 [00:10<00:27, 118.10it/s] 5639 23.1521 : 28%|██▊ | 1229/4420 [00:10<00:26, 121.81it/s] 5659 28.9899 : 28%|██▊ | 1229/4420 [00:10<00:26, 121.81it/s] 5659 28.9899 : 28%|██▊ | 1242/4420 [00:10<00:25, 123.50it/s] 5659 28.9899 : 28%|██▊ | 1255/4420 [00:10<00:25, 124.01it/s] 5679 28.8946 : 28%|██▊ | 1255/4420 [00:11<00:25, 124.01it/s] 5679 28.8946 : 29%|██▊ | 1268/4420 [00:11<00:25, 123.84it/s] 5699 28.6167 : 29%|██▊ | 1268/4420 [00:11<00:25, 123.84it/s] 5699 28.6167 : 29%|██▉ | 1281/4420 [00:11<00:25, 120.85it/s] 5699 28.6167 : 29%|██▉ | 1294/4420 [00:11<00:25, 120.57it/s] 5719 29.4535 : 29%|██▉ | 1294/4420 [00:11<00:25, 120.57it/s] 5719 29.4535 : 30%|██▉ | 1307/4420 [00:11<00:25, 119.91it/s] 5739 27.0588 : 30%|██▉ | 1307/4420 [00:11<00:25, 119.91it/s] 5739 27.0588 : 30%|██▉ | 1320/4420 [00:11<00:25, 121.22it/s] 5739 27.0588 : 30%|███ | 1333/4420 [00:11<00:25, 122.97it/s] 5759 27.6898 : 30%|███ | 1333/4420 [00:11<00:25, 122.97it/s] 5759 27.6898 : 30%|███ | 1347/4420 [00:11<00:24, 125.57it/s] 5779 29.2888 : 30%|███ | 1347/4420 [00:11<00:24, 125.57it/s] 5779 29.2888 : 31%|███ | 1362/4420 [00:11<00:23, 132.32it/s] 5779 29.2888 : 31%|███ | 1377/4420 [00:11<00:22, 137.14it/s] 5799 25.8258 : 31%|███ | 1377/4420 [00:11<00:22, 137.14it/s] 5799 25.8258 : 31%|███▏ | 1392/4420 [00:12<00:21, 138.42it/s] 5819 28.3411 : 31%|███▏ | 1392/4420 [00:12<00:21, 138.42it/s] 5819 28.3411 : 32%|███▏ | 1406/4420 [00:12<00:21, 138.38it/s] 5839 30.0516 : 32%|███▏ | 1406/4420 [00:12<00:21, 138.38it/s] 5839 30.0516 : 32%|███▏ | 1420/4420 [00:12<00:21, 137.85it/s] 5839 30.0516 : 32%|███▏ | 1434/4420 [00:12<00:22, 135.71it/s] 5859 28.4989 : 32%|███▏ | 1434/4420 [00:12<00:22, 135.71it/s] 5859 28.4989 : 33%|███▎ | 1448/4420 [00:12<00:22, 135.02it/s] 5879 28.8184 : 33%|███▎ | 1448/4420 [00:12<00:22, 135.02it/s] 5879 28.8184 : 33%|███▎ | 1462/4420 [00:12<00:21, 135.14it/s] 5879 28.8184 : 33%|███▎ | 1476/4420 [00:12<00:21, 136.36it/s] 5899 27.6939 : 33%|███▎ | 1476/4420 [00:12<00:21, 136.36it/s] 5899 27.6939 : 34%|███▎ | 1491/4420 [00:12<00:20, 139.53it/s] 5919 27.8730 : 34%|███▎ | 1491/4420 [00:12<00:20, 139.53it/s] 5919 27.8730 : 34%|███▍ | 1507/4420 [00:12<00:20, 145.09it/s] 5939 29.6937 : 34%|███▍ | 1507/4420 [00:12<00:20, 145.09it/s] 5939 29.6937 : 34%|███▍ | 1524/4420 [00:12<00:19, 151.65it/s] 5959 25.0619 : 34%|███▍ | 1524/4420 [00:13<00:19, 151.65it/s] 5959 25.0619 : 35%|███▍ | 1540/4420 [00:13<00:18, 152.91it/s] 5959 25.0619 : 35%|███▌ | 1556/4420 [00:13<00:18, 151.45it/s] 5979 26.3746 : 35%|███▌ | 1556/4420 [00:13<00:18, 151.45it/s] 5979 26.3746 : 36%|███▌ | 1572/4420 [00:13<00:18, 150.68it/s] 5999 28.4888 : 36%|███▌ | 1572/4420 [00:13<00:18, 150.68it/s] 5999 28.4888 : 36%|███▌ | 1588/4420 [00:13<00:19, 148.88it/s] 6019 28.6654 : 36%|███▌ | 1588/4420 [00:13<00:19, 148.88it/s] 6019 28.6654 : 36%|███▋ | 1603/4420 [00:13<00:19, 147.55it/s] 6019 28.6654 : 37%|███▋ | 1618/4420 [00:13<00:18, 148.01it/s] 6039 26.5465 : 37%|███▋ | 1618/4420 [00:13<00:18, 148.01it/s] 6039 26.5465 : 37%|███▋ | 1634/4420 [00:13<00:18, 150.17it/s] 6059 30.5189 : 37%|███▋ | 1634/4420 [00:13<00:18, 150.17it/s] 6059 30.5189 : 37%|███▋ | 1651/4420 [00:13<00:17, 154.32it/s] 6079 27.0058 : 37%|███▋ | 1651/4420 [00:13<00:17, 154.32it/s] 6079 27.0058 : 38%|███▊ | 1670/4420 [00:13<00:16, 163.24it/s] 6099 26.4773 : 38%|███▊ | 1670/4420 [00:13<00:16, 163.24it/s] 6099 26.4773 : 38%|███▊ | 1687/4420 [00:14<00:16, 163.77it/s] 6119 28.5506 : 38%|███▊ | 1687/4420 [00:14<00:16, 163.77it/s] 6119 28.5506 : 39%|███▊ | 1704/4420 [00:14<00:17, 158.57it/s] 6139 27.5920 : 39%|███▊ | 1704/4420 [00:14<00:17, 158.57it/s] 6139 27.5920 : 39%|███▉ | 1720/4420 [00:14<00:17, 154.14it/s] 6139 27.5920 : 39%|███▉ | 1736/4420 [00:14<00:17, 150.35it/s] 6159 29.1483 : 39%|███▉ | 1736/4420 [00:14<00:17, 150.35it/s] 6159 29.1483 : 40%|███▉ | 1752/4420 [00:14<00:18, 147.64it/s] 6179 29.9300 : 40%|███▉ | 1752/4420 [00:14<00:18, 147.64it/s] 6179 29.9300 : 40%|███▉ | 1767/4420 [00:14<00:18, 146.44it/s] 6199 28.7898 : 40%|███▉ | 1767/4420 [00:14<00:18, 146.44it/s] 6199 28.7898 : 40%|████ | 1782/4420 [00:14<00:17, 147.33it/s] 6199 28.7898 : 41%|████ | 1798/4420 [00:14<00:17, 150.62it/s] 6219 30.7488 : 41%|████ | 1798/4420 [00:14<00:17, 150.62it/s] 6219 30.7488 : 41%|████ | 1816/4420 [00:14<00:16, 157.62it/s] 6239 29.7167 : 41%|████ | 1816/4420 [00:14<00:16, 157.62it/s] 6239 29.7167 : 41%|████▏ | 1834/4420 [00:14<00:16, 161.00it/s] 6259 24.0239 : 41%|████▏ | 1834/4420 [00:15<00:16, 161.00it/s] 6259 24.0239 : 42%|████▏ | 1851/4420 [00:15<00:16, 151.71it/s] 6279 26.3414 : 42%|████▏ | 1851/4420 [00:15<00:16, 151.71it/s] 6279 26.3414 : 42%|████▏ | 1867/4420 [00:15<00:17, 144.82it/s] 6299 27.5078 : 42%|████▏ | 1867/4420 [00:15<00:17, 144.82it/s] 6299 27.5078 : 43%|████▎ | 1882/4420 [00:15<00:18, 139.82it/s] 6299 27.5078 : 43%|████▎ | 1897/4420 [00:15<00:18, 136.17it/s] 6319 27.4157 : 43%|████▎ | 1897/4420 [00:15<00:18, 136.17it/s] 6319 27.4157 : 43%|████▎ | 1911/4420 [00:15<00:18, 134.09it/s] 6339 26.5229 : 43%|████▎ | 1911/4420 [00:15<00:18, 134.09it/s] 6339 26.5229 : 44%|████▎ | 1925/4420 [00:15<00:18, 133.54it/s] 6359 30.2618 : 44%|████▎ | 1925/4420 [00:15<00:18, 133.54it/s] 6359 30.2618 : 44%|████▍ | 1940/4420 [00:15<00:18, 135.81it/s] 6359 30.2618 : 44%|████▍ | 1955/4420 [00:15<00:17, 139.46it/s] 6379 27.7913 : 44%|████▍ | 1955/4420 [00:15<00:17, 139.46it/s] 6379 27.7913 : 45%|████▍ | 1972/4420 [00:16<00:16, 147.27it/s] 6399 27.3928 : 45%|████▍ | 1972/4420 [00:16<00:16, 147.27it/s] 6399 27.3928 : 45%|████▍ | 1987/4420 [00:16<00:16, 146.02it/s] 6419 27.0201 : 45%|████▍ | 1987/4420 [00:16<00:16, 146.02it/s] 6419 27.0201 : 45%|████▌ | 2002/4420 [00:16<00:17, 136.48it/s] 6419 27.0201 : 46%|████▌ | 2016/4420 [00:16<00:18, 130.24it/s] 6439 23.5959 : 46%|████▌ | 2016/4420 [00:16<00:18, 130.24it/s] 6439 23.5959 : 46%|████▌ | 2030/4420 [00:16<00:19, 125.28it/s] 6459 28.6960 : 46%|████▌ | 2030/4420 [00:16<00:19, 125.28it/s] 6459 28.6960 : 46%|████▌ | 2043/4420 [00:16<00:19, 121.42it/s] 6459 28.6960 : 47%|████▋ | 2056/4420 [00:16<00:19, 119.62it/s] 6479 29.6581 : 47%|████▋ | 2056/4420 [00:16<00:19, 119.62it/s] 6479 29.6581 : 47%|████▋ | 2069/4420 [00:16<00:19, 119.05it/s] 6499 29.4912 : 47%|████▋ | 2069/4420 [00:16<00:19, 119.05it/s] 6499 29.4912 : 47%|████▋ | 2082/4420 [00:16<00:19, 120.24it/s] 6499 29.4912 : 47%|████▋ | 2096/4420 [00:17<00:18, 123.24it/s] 6519 30.5966 : 47%|████▋ | 2096/4420 [00:17<00:18, 123.24it/s] 6519 30.5966 : 48%|████▊ | 2111/4420 [00:17<00:17, 128.74it/s] 6539 28.5816 : 48%|████▊ | 2111/4420 [00:17<00:17, 128.74it/s] 6539 28.5816 : 48%|████▊ | 2127/4420 [00:17<00:16, 136.36it/s] 6559 22.1499 : 48%|████▊ | 2127/4420 [00:17<00:16, 136.36it/s] 6559 22.1499 : 48%|████▊ | 2141/4420 [00:17<00:17, 132.22it/s] 6559 22.1499 : 49%|████▉ | 2155/4420 [00:17<00:18, 121.97it/s] 6579 22.9299 : 49%|████▉ | 2155/4420 [00:17<00:18, 121.97it/s] 6579 22.9299 : 49%|████▉ | 2168/4420 [00:17<00:19, 115.48it/s] 6599 25.6384 : 49%|████▉ | 2168/4420 [00:17<00:19, 115.48it/s] 6599 25.6384 : 49%|████▉ | 2180/4420 [00:17<00:20, 109.70it/s] 6599 25.6384 : 50%|████▉ | 2192/4420 [00:17<00:20, 108.59it/s] 6619 27.4244 : 50%|████▉ | 2192/4420 [00:17<00:20, 108.59it/s] 6619 27.4244 : 50%|████▉ | 2203/4420 [00:17<00:20, 107.30it/s] 6619 27.4244 : 50%|█████ | 2214/4420 [00:18<00:20, 107.79it/s] 6639 29.6696 : 50%|█████ | 2214/4420 [00:18<00:20, 107.79it/s] 6639 29.6696 : 50%|█████ | 2225/4420 [00:18<00:20, 108.12it/s] 6639 29.6696 : 51%|█████ | 2237/4420 [00:18<00:19, 110.73it/s] 6659 27.2337 : 51%|█████ | 2237/4420 [00:18<00:19, 110.73it/s] 6659 27.2337 : 51%|█████ | 2250/4420 [00:18<00:18, 115.65it/s] 6679 27.6501 : 51%|█████ | 2250/4420 [00:18<00:18, 115.65it/s] 6679 27.6501 : 51%|█████ | 2264/4420 [00:18<00:17, 122.24it/s] 6679 27.6501 : 52%|█████▏ | 2279/4420 [00:18<00:16, 128.79it/s] 6699 27.3784 : 52%|█████▏ | 2279/4420 [00:18<00:16, 128.79it/s] 6699 27.3784 : 52%|█████▏ | 2293/4420 [00:18<00:16, 129.30it/s] 6719 24.8609 : 52%|█████▏ | 2293/4420 [00:18<00:16, 129.30it/s] 6719 24.8609 : 52%|█████▏ | 2306/4420 [00:18<00:16, 126.19it/s] 6719 24.8609 : 52%|█████▏ | 2319/4420 [00:18<00:16, 124.40it/s] 6739 27.2491 : 52%|█████▏ | 2319/4420 [00:18<00:16, 124.40it/s] 6739 27.2491 : 53%|█████▎ | 2332/4420 [00:19<00:17, 121.40it/s] 6759 27.5842 : 53%|█████▎ | 2332/4420 [00:19<00:17, 121.40it/s] 6759 27.5842 : 53%|█████▎ | 2345/4420 [00:19<00:17, 120.78it/s] 6759 27.5842 : 53%|█████▎ | 2358/4420 [00:19<00:17, 120.42it/s] 6779 27.6523 : 53%|█████▎ | 2358/4420 [00:19<00:17, 120.42it/s] 6779 27.6523 : 54%|█████▎ | 2371/4420 [00:19<00:16, 122.01it/s] 6799 29.9126 : 54%|█████▎ | 2371/4420 [00:19<00:16, 122.01it/s] 6799 29.9126 : 54%|█████▍ | 2384/4420 [00:19<00:16, 123.84it/s] 6799 29.9126 : 54%|█████▍ | 2399/4420 [00:19<00:15, 128.83it/s] 6819 31.3652 : 54%|█████▍ | 2399/4420 [00:19<00:15, 128.83it/s] 6819 31.3652 : 55%|█████▍ | 2415/4420 [00:19<00:14, 135.57it/s] 6839 28.8327 : 55%|█████▍ | 2415/4420 [00:19<00:14, 135.57it/s] 6839 28.8327 : 55%|█████▌ | 2431/4420 [00:19<00:14, 142.06it/s] 6859 23.6026 : 55%|█████▌ | 2431/4420 [00:19<00:14, 142.06it/s] 6859 23.6026 : 55%|█████▌ | 2446/4420 [00:19<00:13, 143.62it/s] 6879 28.1026 : 55%|█████▌ | 2446/4420 [00:19<00:13, 143.62it/s] 6879 28.1026 : 56%|█████▌ | 2461/4420 [00:19<00:13, 141.90it/s] 6879 28.1026 : 56%|█████▌ | 2476/4420 [00:20<00:13, 140.67it/s] 6899 29.2528 : 56%|█████▌ | 2476/4420 [00:20<00:13, 140.67it/s] 6899 29.2528 : 56%|█████▋ | 2491/4420 [00:20<00:13, 139.11it/s] 6919 28.8561 : 56%|█████▋ | 2491/4420 [00:20<00:13, 139.11it/s] 6919 28.8561 : 57%|█████▋ | 2505/4420 [00:20<00:13, 138.82it/s] 6939 29.4886 : 57%|█████▋ | 2505/4420 [00:20<00:13, 138.82it/s] 6939 29.4886 : 57%|█████▋ | 2520/4420 [00:20<00:13, 139.62it/s] 6939 29.4886 : 57%|█████▋ | 2535/4420 [00:20<00:13, 140.68it/s] 6959 29.6499 : 57%|█████▋ | 2535/4420 [00:20<00:13, 140.68it/s] 6959 29.6499 : 58%|█████▊ | 2551/4420 [00:20<00:12, 145.11it/s] 6979 31.4894 : 58%|█████▊ | 2551/4420 [00:20<00:12, 145.11it/s] 6979 31.4894 : 58%|█████▊ | 2569/4420 [00:20<00:12, 152.89it/s] 6999 27.8778 : 58%|█████▊ | 2569/4420 [00:20<00:12, 152.89it/s] 6999 27.8778 : 59%|█████▊ | 2587/4420 [00:20<00:11, 159.88it/s] 7019 26.0768 : 59%|█████▊ | 2587/4420 [00:20<00:11, 159.88it/s] 7019 26.0768 : 59%|█████▉ | 2604/4420 [00:20<00:11, 158.98it/s] 7039 27.0455 : 59%|█████▉ | 2604/4420 [00:21<00:11, 158.98it/s] 7039 27.0455 : 59%|█████▉ | 2620/4420 [00:21<00:11, 155.88it/s] 7039 27.0455 : 60%|█████▉ | 2636/4420 [00:21<00:11, 153.28it/s] 7059 30.9476 : 60%|█████▉ | 2636/4420 [00:21<00:11, 153.28it/s] 7059 30.9476 : 60%|██████ | 2652/4420 [00:21<00:11, 152.28it/s] 7079 29.9363 : 60%|██████ | 2652/4420 [00:21<00:11, 152.28it/s] 7079 29.9363 : 60%|██████ | 2668/4420 [00:21<00:11, 151.47it/s] 7099 30.6549 : 60%|██████ | 2668/4420 [00:21<00:11, 151.47it/s] 7099 30.6549 : 61%|██████ | 2684/4420 [00:21<00:11, 152.31it/s] 7119 31.2962 : 61%|██████ | 2684/4420 [00:21<00:11, 152.31it/s] 7119 31.2962 : 61%|██████ | 2701/4420 [00:21<00:10, 156.34it/s] 7119 31.2962 : 62%|██████▏ | 2719/4420 [00:21<00:10, 162.70it/s] 7139 28.7645 : 62%|██████▏ | 2719/4420 [00:21<00:10, 162.70it/s] 7139 28.7645 : 62%|██████▏ | 2738/4420 [00:21<00:09, 170.57it/s] 7159 27.6483 : 62%|██████▏ | 2738/4420 [00:21<00:09, 170.57it/s] 7159 27.6483 : 62%|██████▏ | 2756/4420 [00:21<00:09, 166.60it/s] 7179 25.7930 : 62%|██████▏ | 2756/4420 [00:21<00:09, 166.60it/s] 7179 25.7930 : 63%|██████▎ | 2773/4420 [00:21<00:10, 160.45it/s] 7199 27.3615 : 63%|██████▎ | 2773/4420 [00:22<00:10, 160.45it/s] 7199 27.3615 : 63%|██████▎ | 2790/4420 [00:22<00:10, 154.45it/s] 7219 28.9337 : 63%|██████▎ | 2790/4420 [00:22<00:10, 154.45it/s] 7219 28.9337 : 63%|██████▎ | 2806/4420 [00:22<00:10, 152.05it/s] 7239 26.8219 : 63%|██████▎ | 2806/4420 [00:22<00:10, 152.05it/s] 7239 26.8219 : 64%|██████▍ | 2822/4420 [00:22<00:10, 150.80it/s] 7239 26.8219 : 64%|██████▍ | 2838/4420 [00:22<00:10, 151.50it/s] 7259 28.5325 : 64%|██████▍ | 2838/4420 [00:22<00:10, 151.50it/s] 7259 28.5325 : 65%|██████▍ | 2855/4420 [00:22<00:10, 155.55it/s] 7279 31.4748 : 65%|██████▍ | 2855/4420 [00:22<00:10, 155.55it/s] 7279 31.4748 : 65%|██████▌ | 2873/4420 [00:22<00:09, 162.21it/s] 7299 30.2032 : 65%|██████▌ | 2873/4420 [00:22<00:09, 162.21it/s] 7299 30.2032 : 65%|██████▌ | 2892/4420 [00:22<00:09, 168.83it/s] 7319 26.9822 : 65%|██████▌ | 2892/4420 [00:22<00:09, 168.83it/s] 7319 26.9822 : 66%|██████▌ | 2909/4420 [00:22<00:09, 159.28it/s] 7339 28.3092 : 66%|██████▌ | 2909/4420 [00:22<00:09, 159.28it/s] 7339 28.3092 : 66%|██████▌ | 2926/4420 [00:22<00:09, 149.58it/s] 7359 30.7250 : 66%|██████▌ | 2926/4420 [00:23<00:09, 149.58it/s] 7359 30.7250 : 67%|██████▋ | 2942/4420 [00:23<00:10, 141.58it/s] 7359 30.7250 : 67%|██████▋ | 2957/4420 [00:23<00:10, 137.76it/s] 7379 27.7050 : 67%|██████▋ | 2957/4420 [00:23<00:10, 137.76it/s] 7379 27.7050 : 67%|██████▋ | 2971/4420 [00:23<00:10, 134.93it/s] 7399 29.7546 : 67%|██████▋ | 2971/4420 [00:23<00:10, 134.93it/s] 7399 29.7546 : 68%|██████▊ | 2985/4420 [00:23<00:10, 133.85it/s] 7399 29.7546 : 68%|██████▊ | 2999/4420 [00:23<00:10, 135.53it/s] 7419 29.8987 : 68%|██████▊ | 2999/4420 [00:23<00:10, 135.53it/s] 7419 29.8987 : 68%|██████▊ | 3014/4420 [00:23<00:10, 139.57it/s] 7439 29.8641 : 68%|██████▊ | 3014/4420 [00:23<00:10, 139.57it/s] 7439 29.8641 : 69%|██████▊ | 3031/4420 [00:23<00:09, 145.99it/s] 7459 26.9763 : 69%|██████▊ | 3031/4420 [00:23<00:09, 145.99it/s] 7459 26.9763 : 69%|██████▉ | 3048/4420 [00:23<00:09, 150.46it/s] 7479 27.3781 : 69%|██████▉ | 3048/4420 [00:23<00:09, 150.46it/s] 7479 27.3781 : 69%|██████▉ | 3064/4420 [00:23<00:10, 134.54it/s] 7479 27.3781 : 70%|██████▉ | 3078/4420 [00:24<00:10, 125.83it/s] 7499 26.0623 : 70%|██████▉ | 3078/4420 [00:24<00:10, 125.83it/s] 7499 26.0623 : 70%|██████▉ | 3091/4420 [00:24<00:11, 118.86it/s] 7519 26.9998 : 70%|██████▉ | 3091/4420 [00:24<00:11, 118.86it/s] 7519 26.9998 : 70%|███████ | 3104/4420 [00:24<00:11, 113.51it/s] 7519 26.9998 : 70%|███████ | 3116/4420 [00:24<00:11, 110.30it/s] 7539 27.5673 : 70%|███████ | 3116/4420 [00:24<00:11, 110.30it/s] 7539 27.5673 : 71%|███████ | 3128/4420 [00:24<00:11, 108.97it/s] 7539 27.5673 : 71%|███████ | 3139/4420 [00:24<00:11, 108.27it/s] 7559 27.5597 : 71%|███████ | 3139/4420 [00:24<00:11, 108.27it/s] 7559 27.5597 : 71%|███████▏ | 3151/4420 [00:24<00:11, 108.94it/s] 7579 28.0967 : 71%|███████▏ | 3151/4420 [00:24<00:11, 108.94it/s] 7579 28.0967 : 72%|███████▏ | 3163/4420 [00:24<00:11, 111.81it/s] 7579 28.0967 : 72%|███████▏ | 3176/4420 [00:25<00:10, 115.67it/s] 7599 27.9475 : 72%|███████▏ | 3176/4420 [00:25<00:10, 115.67it/s] 7599 27.9475 : 72%|███████▏ | 3190/4420 [00:25<00:10, 121.10it/s] 7619 24.2787 : 72%|███████▏ | 3190/4420 [00:25<00:10, 121.10it/s] 7619 24.2787 : 72%|███████▏ | 3203/4420 [00:25<00:10, 119.99it/s] 7619 24.2787 : 73%|███████▎ | 3216/4420 [00:25<00:11, 105.37it/s] 7639 24.3966 : 73%|███████▎ | 3216/4420 [00:25<00:11, 105.37it/s] 7639 24.3966 : 73%|███████▎ | 3227/4420 [00:25<00:12, 98.39it/s] 7639 24.3966 : 73%|███████▎ | 3238/4420 [00:25<00:12, 91.37it/s] 7659 23.1048 : 73%|███████▎ | 3238/4420 [00:25<00:12, 91.37it/s] 7659 23.1048 : 73%|███████▎ | 3248/4420 [00:25<00:13, 87.27it/s] 7659 23.1048 : 74%|███████▎ | 3257/4420 [00:25<00:13, 84.83it/s] 7679 23.3962 : 74%|███████▎ | 3257/4420 [00:25<00:13, 84.83it/s] 7679 23.3962 : 74%|███████▍ | 3266/4420 [00:26<00:13, 82.43it/s] 7679 23.3962 : 74%|███████▍ | 3275/4420 [00:26<00:13, 82.04it/s] 7699 24.5810 : 74%|███████▍ | 3275/4420 [00:26<00:13, 82.04it/s] 7699 24.5810 : 74%|███████▍ | 3284/4420 [00:26<00:13, 81.73it/s] 7699 24.5810 : 75%|███████▍ | 3293/4420 [00:26<00:13, 82.25it/s] 7719 23.9782 : 75%|███████▍ | 3293/4420 [00:26<00:13, 82.25it/s] 7719 23.9782 : 75%|███████▍ | 3302/4420 [00:26<00:13, 83.70it/s] 7719 23.9782 : 75%|███████▍ | 3312/4420 [00:26<00:12, 87.43it/s] 7739 26.0531 : 75%|███████▍ | 3312/4420 [00:26<00:12, 87.43it/s] 7739 26.0531 : 75%|███████▌ | 3322/4420 [00:26<00:12, 90.53it/s] 7739 26.0531 : 75%|███████▌ | 3333/4420 [00:26<00:11, 93.57it/s] 7759 22.9942 : 75%|███████▌ | 3333/4420 [00:26<00:11, 93.57it/s] 7759 22.9942 : 76%|███████▌ | 3344/4420 [00:26<00:11, 95.63it/s] 7759 22.9942 : 76%|███████▌ | 3354/4420 [00:26<00:11, 96.18it/s] 7779 23.9282 : 76%|███████▌ | 3354/4420 [00:27<00:11, 96.18it/s] 7779 23.9282 : 76%|███████▌ | 3364/4420 [00:27<00:11, 94.24it/s] 7779 23.9282 : 76%|███████▋ | 3374/4420 [00:27<00:11, 93.44it/s] 7799 25.9427 : 76%|███████▋ | 3374/4420 [00:27<00:11, 93.44it/s] 7799 25.9427 : 77%|███████▋ | 3384/4420 [00:27<00:11, 91.90it/s] 7799 25.9427 : 77%|███████▋ | 3394/4420 [00:27<00:11, 88.41it/s] 7819 27.2580 : 77%|███████▋ | 3394/4420 [00:27<00:11, 88.41it/s] 7819 27.2580 : 77%|███████▋ | 3403/4420 [00:27<00:11, 88.06it/s] 7819 27.2580 : 77%|███████▋ | 3412/4420 [00:27<00:11, 86.94it/s] 7839 25.9286 : 77%|███████▋ | 3412/4420 [00:27<00:11, 86.94it/s] 7839 25.9286 : 77%|███████▋ | 3421/4420 [00:27<00:11, 86.16it/s] 7839 25.9286 : 78%|███████▊ | 3430/4420 [00:27<00:11, 86.78it/s] 7839 25.9286 : 78%|███████▊ | 3439/4420 [00:27<00:11, 87.35it/s] 7859 26.7853 : 78%|███████▊ | 3439/4420 [00:27<00:11, 87.35it/s] 7859 26.7853 : 78%|███████▊ | 3449/4420 [00:28<00:10, 88.40it/s] 7859 26.7853 : 78%|███████▊ | 3459/4420 [00:28<00:10, 91.02it/s] 7879 27.9055 : 78%|███████▊ | 3459/4420 [00:28<00:10, 91.02it/s] 7879 27.9055 : 79%|███████▊ | 3470/4420 [00:28<00:10, 94.03it/s] 7899 26.7521 : 79%|███████▊ | 3470/4420 [00:28<00:10, 94.03it/s] 7899 26.7521 : 79%|███████▉ | 3481/4420 [00:28<00:09, 97.17it/s] 7899 26.7521 : 79%|███████▉ | 3492/4420 [00:28<00:09, 100.04it/s] 7919 26.9001 : 79%|███████▉ | 3492/4420 [00:28<00:09, 100.04it/s] 7919 26.9001 : 79%|███████▉ | 3503/4420 [00:28<00:09, 101.10it/s] 7919 26.9001 : 80%|███████▉ | 3514/4420 [00:28<00:08, 100.88it/s] 7939 28.6585 : 80%|███████▉ | 3514/4420 [00:28<00:08, 100.88it/s] 7939 28.6585 : 80%|███████▉ | 3525/4420 [00:28<00:08, 101.68it/s] 7939 28.6585 : 80%|████████ | 3536/4420 [00:28<00:08, 100.66it/s] 7959 29.3852 : 80%|████████ | 3536/4420 [00:28<00:08, 100.66it/s] 7959 29.3852 : 80%|████████ | 3547/4420 [00:29<00:08, 99.66it/s] 7959 29.3852 : 80%|████████ | 3558/4420 [00:29<00:08, 100.54it/s] 7979 29.6836 : 80%|████████ | 3558/4420 [00:29<00:08, 100.54it/s] 7979 29.6836 : 81%|████████ | 3569/4420 [00:29<00:08, 99.87it/s] 7999 27.8065 : 81%|████████ | 3569/4420 [00:29<00:08, 99.87it/s] 7999 27.8065 : 81%|████████ | 3580/4420 [00:29<00:08, 100.03it/s] 7999 27.8065 : 81%|████████ | 3591/4420 [00:29<00:08, 100.54it/s] 8019 27.4905 : 81%|████████ | 3591/4420 [00:29<00:08, 100.54it/s] 8019 27.4905 : 82%|████████▏ | 3603/4420 [00:29<00:07, 103.63it/s] 8019 27.4905 : 82%|████████▏ | 3616/4420 [00:29<00:07, 108.87it/s] 8039 30.2052 : 82%|████████▏ | 3616/4420 [00:29<00:07, 108.87it/s] 8039 30.2052 : 82%|████████▏ | 3629/4420 [00:29<00:06, 113.44it/s] 8059 26.6886 : 82%|████████▏ | 3629/4420 [00:29<00:06, 113.44it/s] 8059 26.6886 : 82%|████████▏ | 3642/4420 [00:29<00:06, 117.33it/s] 8059 26.6886 : 83%|████████▎ | 3655/4420 [00:30<00:06, 118.47it/s] 8079 27.3046 : 83%|████████▎ | 3655/4420 [00:30<00:06, 118.47it/s] 8079 27.3046 : 83%|████████▎ | 3667/4420 [00:30<00:06, 118.12it/s] 8079 27.3046 : 83%|████████▎ | 3679/4420 [00:30<00:06, 116.76it/s] 8099 30.1511 : 83%|████████▎ | 3679/4420 [00:30<00:06, 116.76it/s] 8099 30.1511 : 84%|████████▎ | 3691/4420 [00:30<00:06, 113.52it/s] 8119 29.3880 : 84%|████████▎ | 3691/4420 [00:30<00:06, 113.52it/s] 8119 29.3880 : 84%|████████▍ | 3703/4420 [00:30<00:06, 112.01it/s] 8119 29.3880 : 84%|████████▍ | 3715/4420 [00:30<00:06, 111.32it/s] 8139 29.5574 : 84%|████████▍ | 3715/4420 [00:30<00:06, 111.32it/s] 8139 29.5574 : 84%|████████▍ | 3727/4420 [00:30<00:06, 111.62it/s] 8139 29.5574 : 85%|████████▍ | 3739/4420 [00:30<00:06, 111.48it/s] 8159 30.1554 : 85%|████████▍ | 3739/4420 [00:30<00:06, 111.48it/s] 8159 30.1554 : 85%|████████▍ | 3751/4420 [00:30<00:05, 113.06it/s] 8179 30.8755 : 85%|████████▍ | 3751/4420 [00:30<00:05, 113.06it/s] 8179 30.8755 : 85%|████████▌ | 3765/4420 [00:30<00:05, 118.36it/s] 8179 30.8755 : 85%|████████▌ | 3779/4420 [00:31<00:05, 123.77it/s] 8199 32.2780 : 85%|████████▌ | 3779/4420 [00:31<00:05, 123.77it/s] 8199 32.2780 : 86%|████████▌ | 3793/4420 [00:31<00:04, 127.87it/s] 8219 28.2793 : 86%|████████▌ | 3793/4420 [00:31<00:04, 127.87it/s] 8219 28.2793 : 86%|████████▌ | 3807/4420 [00:31<00:04, 128.71it/s] 8239 27.1705 : 86%|████████▌ | 3807/4420 [00:31<00:04, 128.71it/s] 8239 27.1705 : 86%|████████▋ | 3820/4420 [00:31<00:04, 127.52it/s] 8239 27.1705 : 87%|████████▋ | 3833/4420 [00:31<00:04, 126.05it/s] 8259 28.0860 : 87%|████████▋ | 3833/4420 [00:31<00:04, 126.05it/s] 8259 28.0860 : 87%|████████▋ | 3846/4420 [00:31<00:04, 121.65it/s] 8259 28.0860 : 87%|████████▋ | 3859/4420 [00:31<00:04, 120.71it/s] 8279 29.7990 : 87%|████████▋ | 3859/4420 [00:31<00:04, 120.71it/s] 8279 29.7990 : 88%|████████▊ | 3872/4420 [00:31<00:04, 119.43it/s] 8299 28.9442 : 88%|████████▊ | 3872/4420 [00:31<00:04, 119.43it/s] 8299 28.9442 : 88%|████████▊ | 3885/4420 [00:31<00:04, 119.62it/s] 8299 28.9442 : 88%|████████▊ | 3898/4420 [00:32<00:04, 120.74it/s] 8319 29.9977 : 88%|████████▊ | 3898/4420 [00:32<00:04, 120.74it/s] 8319 29.9977 : 89%|████████▊ | 3912/4420 [00:32<00:04, 125.14it/s] 8339 31.9845 : 89%|████████▊ | 3912/4420 [00:32<00:04, 125.14it/s] 8339 31.9845 : 89%|████████▉ | 3927/4420 [00:32<00:03, 131.07it/s] 8359 31.0722 : 89%|████████▉ | 3927/4420 [00:32<00:03, 131.07it/s] 8359 31.0722 : 89%|████████▉ | 3942/4420 [00:32<00:03, 134.72it/s] 8359 31.0722 : 90%|████████▉ | 3957/4420 [00:32<00:03, 137.08it/s] 8379 30.3053 : 90%|████████▉ | 3957/4420 [00:32<00:03, 137.08it/s] 8379 30.3053 : 90%|████████▉ | 3971/4420 [00:32<00:03, 135.53it/s] 8399 27.9706 : 90%|████████▉ | 3971/4420 [00:32<00:03, 135.53it/s] 8399 27.9706 : 90%|█████████ | 3985/4420 [00:32<00:03, 131.25it/s] 8399 27.9706 : 90%|█████████ | 3999/4420 [00:32<00:03, 126.55it/s] 8419 30.5009 : 90%|█████████ | 3999/4420 [00:32<00:03, 126.55it/s] 8419 30.5009 : 91%|█████████ | 4012/4420 [00:32<00:03, 125.13it/s] 8439 29.4736 : 91%|█████████ | 4012/4420 [00:32<00:03, 125.13it/s] 8439 29.4736 : 91%|█████████ | 4025/4420 [00:33<00:03, 123.15it/s] 8439 29.4736 : 91%|█████████▏| 4038/4420 [00:33<00:03, 122.33it/s] 8459 30.3067 : 91%|█████████▏| 4038/4420 [00:33<00:03, 122.33it/s] 8459 30.3067 : 92%|█████████▏| 4051/4420 [00:33<00:02, 123.17it/s] 8479 32.8263 : 92%|█████████▏| 4051/4420 [00:33<00:02, 123.17it/s] 8479 32.8263 : 92%|█████████▏| 4065/4420 [00:33<00:02, 127.08it/s] 8499 33.1521 : 92%|█████████▏| 4065/4420 [00:33<00:02, 127.08it/s] 8499 33.1521 : 92%|█████████▏| 4080/4420 [00:33<00:02, 132.24it/s] 8499 33.1521 : 93%|█████████▎| 4095/4420 [00:33<00:02, 136.96it/s] 8519 31.2455 : 93%|█████████▎| 4095/4420 [00:33<00:02, 136.96it/s] 8519 31.2455 : 93%|█████████▎| 4110/4420 [00:33<00:02, 138.63it/s] 8539 25.9617 : 93%|█████████▎| 4110/4420 [00:33<00:02, 138.63it/s] 8539 25.9617 : 93%|█████████▎| 4124/4420 [00:33<00:02, 133.13it/s] 8539 25.9617 : 94%|█████████▎| 4138/4420 [00:33<00:02, 127.01it/s] 8559 27.4270 : 94%|█████████▎| 4138/4420 [00:33<00:02, 127.01it/s] 8559 27.4270 : 94%|█████████▍| 4151/4420 [00:34<00:02, 121.58it/s] 8579 28.0310 : 94%|█████████▍| 4151/4420 [00:34<00:02, 121.58it/s] 8579 28.0310 : 94%|█████████▍| 4164/4420 [00:34<00:02, 118.63it/s] 8579 28.0310 : 94%|█████████▍| 4176/4420 [00:34<00:02, 117.20it/s] 8599 26.6542 : 94%|█████████▍| 4176/4420 [00:34<00:02, 117.20it/s] 8599 26.6542 : 95%|█████████▍| 4188/4420 [00:34<00:01, 116.70it/s] 8619 29.9343 : 95%|█████████▍| 4188/4420 [00:34<00:01, 116.70it/s] 8619 29.9343 : 95%|█████████▌| 4200/4420 [00:34<00:01, 116.63it/s] 8619 29.9343 : 95%|█████████▌| 4213/4420 [00:34<00:01, 118.85it/s] 8639 32.4572 : 95%|█████████▌| 4213/4420 [00:34<00:01, 118.85it/s] 8639 32.4572 : 96%|█████████▌| 4227/4420 [00:34<00:01, 123.91it/s] 8659 31.0667 : 96%|█████████▌| 4227/4420 [00:34<00:01, 123.91it/s] 8659 31.0667 : 96%|█████████▌| 4241/4420 [00:34<00:01, 128.18it/s] 8659 31.0667 : 96%|█████████▋| 4255/4420 [00:34<00:01, 131.06it/s] 8679 30.2360 : 96%|█████████▋| 4255/4420 [00:34<00:01, 131.06it/s] 8679 30.2360 : 97%|█████████▋| 4269/4420 [00:34<00:01, 129.44it/s] 8699 23.0568 : 97%|█████████▋| 4269/4420 [00:35<00:01, 129.44it/s] 8699 23.0568 : 97%|█████████▋| 4282/4420 [00:35<00:01, 111.07it/s] 8699 23.0568 : 97%|█████████▋| 4294/4420 [00:35<00:01, 100.84it/s] 8719 25.0701 : 97%|█████████▋| 4294/4420 [00:35<00:01, 100.84it/s] 8719 25.0701 : 97%|█████████▋| 4305/4420 [00:35<00:01, 94.63it/s] 8719 25.0701 : 98%|█████████▊| 4315/4420 [00:35<00:01, 91.83it/s] 8739 24.5291 : 98%|█████████▊| 4315/4420 [00:35<00:01, 91.83it/s] 8739 24.5291 : 98%|█████████▊| 4325/4420 [00:35<00:01, 89.92it/s] 8739 24.5291 : 98%|█████████▊| 4335/4420 [00:35<00:00, 88.76it/s] 8759 24.7790 : 98%|█████████▊| 4335/4420 [00:35<00:00, 88.76it/s] 8759 24.7790 : 98%|█████████▊| 4344/4420 [00:35<00:00, 88.15it/s] 8759 24.7790 : 99%|█████████▊| 4354/4420 [00:35<00:00, 89.22it/s] 8779 26.7491 : 99%|█████████▊| 4354/4420 [00:36<00:00, 89.22it/s] 8779 26.7491 : 99%|█████████▊| 4364/4420 [00:36<00:00, 91.09it/s] 8779 26.7491 : 99%|█████████▉| 4375/4420 [00:36<00:00, 95.60it/s] 8799 27.1376 : 99%|█████████▉| 4375/4420 [00:36<00:00, 95.60it/s] 8799 27.1376 : 99%|█████████▉| 4386/4420 [00:36<00:00, 99.10it/s] 8799 27.1376 : 99%|█████████▉| 4397/4420 [00:36<00:00, 102.01it/s] 8819 26.2610 : 99%|█████████▉| 4397/4420 [00:36<00:00, 102.01it/s] 8819 26.2610 : 100%|█████████▉| 4408/4420 [00:36<00:00, 102.86it/s] 8819 26.2610 : 100%|█████████▉| 4419/4420 [00:36<00:00, 103.92it/s] 8839 16.5484 : 100%|█████████▉| 4419/4420 [00:36<00:00, 103.92it/s] 8839 16.5484 : 100%|██████████| 4420/4420 [00:36<00:00, 120.81it/s] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 2 epoch_size: 29 batches_per_epoch: 29 batch_size: 1 optim_type: 'image' 0%| | 0/29 [00:00<?, ?it/s]/root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/torch/nn/functional.py:3609: UserWarning: Default upsampling behavior when mode=bilinear is changed to align_corners=False since 0.4.0. Please specify align_corners=True if the old behavior is desired. See the documentation of nn.Upsample for details. warnings.warn( /root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/torch/nn/functional.py:3657: UserWarning: The default behavior for interpolate/upsample with float scale_factor changed in 1.6.0 to align with other frameworks/libraries, and now uses scale_factor directly, instead of relying on the computed output size. If you wish to restore the old behavior, please set recompute_scale_factor=True. See the documentation of nn.Upsample for details. warnings.warn( /root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/torch/nn/functional.py:718: UserWarning: Named tensors and all their associated APIs are an experimental feature and subject to change. Please do not use them for anything important until they are released as stable. (Triggered internally at /pytorch/c10/core/TensorImpl.h:1156.) return torch.max_pool2d(input, kernel_size, stride, padding, dilation, ceil_mode) 3%|▎ | 1/29 [00:01<00:50, 1.82s/it] 7%|▋ | 2/29 [00:03<00:46, 1.73s/it] 10%|█ | 3/29 [00:05<00:44, 1.70s/it] 14%|█▍ | 4/29 [00:06<00:38, 1.53s/it] 17%|█▋ | 5/29 [00:07<00:36, 1.52s/it] 21%|██ | 6/29 [00:09<00:34, 1.51s/it] 24%|██▍ | 7/29 [00:10<00:31, 1.43s/it] 28%|██▊ | 8/29 [00:12<00:33, 1.58s/it] 31%|███ | 9/29 [00:13<00:28, 1.44s/it] 34%|███▍ | 10/29 [00:15<00:26, 1.41s/it] 38%|███▊ | 11/29 [00:16<00:25, 1.40s/it] 41%|████▏ | 12/29 [00:17<00:21, 1.29s/it] 45%|████▍ | 13/29 [00:18<00:20, 1.26s/it] 48%|████▊ | 14/29 [00:20<00:20, 1.33s/it] 52%|█████▏ | 15/29 [00:21<00:17, 1.25s/it] 55%|█████▌ | 16/29 [00:23<00:18, 1.46s/it] 59%|█████▊ | 17/29 [00:24<00:17, 1.46s/it] 62%|██████▏ | 18/29 [00:26<00:17, 1.61s/it] 66%|██████▌ | 19/29 [00:28<00:16, 1.61s/it] 8859 0.3229 0.0147 0.0019 : 66%|██████▌ | 19/29 [00:29<00:16, 1.61s/it] 8859 0.3229 0.0147 0.0019 : 69%|██████▉ | 20/29 [00:29<00:13, 1.52s/it] 8859 0.3229 0.0147 0.0019 : 72%|███████▏ | 21/29 [00:31<00:12, 1.54s/it] 8859 0.3229 0.0147 0.0019 : 76%|███████▌ | 22/29 [00:32<00:10, 1.47s/it] 8859 0.3229 0.0147 0.0019 : 79%|███████▉ | 23/29 [00:33<00:07, 1.32s/it] 8859 0.3229 0.0147 0.0019 : 83%|████████▎ | 24/29 [00:34<00:06, 1.25s/it] 8859 0.3229 0.0147 0.0019 : 86%|████████▌ | 25/29 [00:36<00:05, 1.40s/it] 8859 0.3229 0.0147 0.0019 : 90%|████████▉ | 26/29 [00:37<00:04, 1.39s/it] 8859 0.3229 0.0147 0.0019 : 93%|█████████▎| 27/29 [00:38<00:02, 1.33s/it] 8859 0.3229 0.0147 0.0019 : 97%|█████████▋| 28/29 [00:40<00:01, 1.33s/it] 8859 0.3229 0.0147 0.0019 : 100%|██████████| 29/29 [00:41<00:00, 1.36s/it] 8859 0.3229 0.0147 0.0019 : 100%|██████████| 29/29 [00:41<00:00, 1.43s/it] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 3 epoch_size: 29 batches_per_epoch: 29 batch_size: 1 optim_type: 'image' 0%| | 0/29 [00:00<?, ?it/s] 3%|▎ | 1/29 [00:01<00:53, 1.92s/it] 7%|▋ | 2/29 [00:03<00:51, 1.92s/it] 10%|█ | 3/29 [00:05<00:43, 1.68s/it] 14%|█▍ | 4/29 [00:07<00:44, 1.78s/it] 17%|█▋ | 5/29 [00:08<00:39, 1.67s/it] 21%|██ | 6/29 [00:09<00:34, 1.50s/it] 24%|██▍ | 7/29 [00:11<00:37, 1.70s/it] 28%|██▊ | 8/29 [00:13<00:32, 1.53s/it] 31%|███ | 9/29 [00:14<00:29, 1.49s/it] 34%|███▍ | 10/29 [00:15<00:27, 1.45s/it] 38%|███▊ | 11/29 [00:17<00:29, 1.64s/it] 41%|████▏ | 12/29 [00:18<00:24, 1.45s/it] 45%|████▍ | 13/29 [00:20<00:22, 1.39s/it] 48%|████▊ | 14/29 [00:21<00:20, 1.36s/it] 52%|█████▏ | 15/29 [00:22<00:19, 1.38s/it] 55%|█████▌ | 16/29 [00:23<00:16, 1.26s/it] 59%|█████▊ | 17/29 [00:24<00:14, 1.20s/it] 62%|██████▏ | 18/29 [00:26<00:13, 1.25s/it] 66%|██████▌ | 19/29 [00:27<00:12, 1.25s/it] 8888 0.2748 0.0172 0.0022 : 66%|██████▌ | 19/29 [00:28<00:12, 1.25s/it] 8888 0.2748 0.0172 0.0022 : 69%|██████▉ | 20/29 [00:28<00:11, 1.25s/it] 8888 0.2748 0.0172 0.0022 : 72%|███████▏ | 21/29 [00:30<00:11, 1.38s/it] 8888 0.2748 0.0172 0.0022 : 76%|███████▌ | 22/29 [00:32<00:10, 1.52s/it] 8888 0.2748 0.0172 0.0022 : 79%|███████▉ | 23/29 [00:33<00:08, 1.40s/it] 8888 0.2748 0.0172 0.0022 : 83%|████████▎ | 24/29 [00:34<00:06, 1.32s/it] 8888 0.2748 0.0172 0.0022 : 86%|████████▌ | 25/29 [00:35<00:05, 1.32s/it] 8888 0.2748 0.0172 0.0022 : 90%|████████▉ | 26/29 [00:36<00:03, 1.21s/it] 8888 0.2748 0.0172 0.0022 : 93%|█████████▎| 27/29 [00:38<00:02, 1.24s/it] 8888 0.2748 0.0172 0.0022 : 97%|█████████▋| 28/29 [00:40<00:01, 1.49s/it] 8888 0.2748 0.0172 0.0022 : 100%|██████████| 29/29 [00:41<00:00, 1.38s/it] 8888 0.2748 0.0172 0.0022 : 100%|██████████| 29/29 [00:41<00:00, 1.43s/it] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 4 epoch_size: 29 batches_per_epoch: 29 batch_size: 1 optim_type: 'image' 0%| | 0/29 [00:00<?, ?it/s] 3%|▎ | 1/29 [00:01<00:51, 1.84s/it] 7%|▋ | 2/29 [00:03<00:41, 1.54s/it] 10%|█ | 3/29 [00:04<00:37, 1.43s/it] 14%|█▍ | 4/29 [00:06<00:40, 1.61s/it] 17%|█▋ | 5/29 [00:07<00:37, 1.55s/it] 21%|██ | 6/29 [00:09<00:35, 1.53s/it] 24%|██▍ | 7/29 [00:10<00:32, 1.47s/it] 28%|██▊ | 8/29 [00:11<00:27, 1.32s/it] 31%|███ | 9/29 [00:13<00:26, 1.34s/it] 34%|███▍ | 10/29 [00:14<00:25, 1.33s/it] 38%|███▊ | 11/29 [00:15<00:23, 1.30s/it] 41%|████▏ | 12/29 [00:17<00:24, 1.43s/it] 45%|████▍ | 13/29 [00:18<00:21, 1.34s/it] 48%|████▊ | 14/29 [00:19<00:19, 1.29s/it] 52%|█████▏ | 15/29 [00:21<00:20, 1.48s/it] 55%|█████▌ | 16/29 [00:22<00:18, 1.41s/it] 59%|█████▊ | 17/29 [00:23<00:16, 1.34s/it] 62%|██████▏ | 18/29 [00:25<00:14, 1.36s/it] 66%|██████▌ | 19/29 [00:26<00:13, 1.35s/it] 8917 0.2712 0.0201 0.0028 : 66%|██████▌ | 19/29 [00:27<00:13, 1.35s/it] 8917 0.2712 0.0201 0.0028 : 69%|██████▉ | 20/29 [00:27<00:11, 1.24s/it] 8917 0.2712 0.0201 0.0028 : 72%|███████▏ | 21/29 [00:29<00:10, 1.34s/it] 8917 0.2712 0.0201 0.0028 : 76%|███████▌ | 22/29 [00:30<00:08, 1.24s/it] 8917 0.2712 0.0201 0.0028 : 79%|███████▉ | 23/29 [00:31<00:08, 1.39s/it] 8917 0.2712 0.0201 0.0028 : 83%|████████▎ | 24/29 [00:33<00:06, 1.37s/it] 8917 0.2712 0.0201 0.0028 : 86%|████████▌ | 25/29 [00:34<00:05, 1.27s/it] 8917 0.2712 0.0201 0.0028 : 90%|████████▉ | 26/29 [00:36<00:04, 1.40s/it] 8917 0.2712 0.0201 0.0028 : 93%|█████████▎| 27/29 [00:37<00:02, 1.36s/it] 8917 0.2712 0.0201 0.0028 : 97%|█████████▋| 28/29 [00:38<00:01, 1.46s/it] 8917 0.2712 0.0201 0.0028 : 100%|██████████| 29/29 [00:39<00:00, 1.31s/it] 8917 0.2712 0.0201 0.0028 : 100%|██████████| 29/29 [00:39<00:00, 1.38s/it] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 5 epoch_size: 29 batches_per_epoch: 29 batch_size: 1 optim_type: 'image' 0%| | 0/29 [00:00<?, ?it/s] 3%|▎ | 1/29 [00:01<00:46, 1.66s/it] 7%|▋ | 2/29 [00:02<00:37, 1.37s/it] 10%|█ | 3/29 [00:04<00:38, 1.47s/it] 14%|█▍ | 4/29 [00:05<00:33, 1.36s/it] 17%|█▋ | 5/29 [00:07<00:34, 1.44s/it] 21%|██ | 6/29 [00:08<00:29, 1.29s/it] 24%|██▍ | 7/29 [00:09<00:31, 1.42s/it] 28%|██▊ | 8/29 [00:11<00:31, 1.48s/it] 31%|███ | 9/29 [00:12<00:29, 1.47s/it] 34%|███▍ | 10/29 [00:14<00:26, 1.37s/it] 38%|███▊ | 11/29 [00:15<00:24, 1.34s/it] 41%|████▏ | 12/29 [00:16<00:23, 1.36s/it] 45%|████▍ | 13/29 [00:18<00:23, 1.46s/it] 48%|████▊ | 14/29 [00:20<00:23, 1.60s/it] 52%|█████▏ | 15/29 [00:21<00:21, 1.57s/it] 55%|█████▌ | 16/29 [00:23<00:19, 1.51s/it] 59%|█████▊ | 17/29 [00:24<00:16, 1.41s/it] 62%|██████▏ | 18/29 [00:25<00:15, 1.38s/it] 66%|██████▌ | 19/29 [00:26<00:13, 1.31s/it] 8946 0.2497 0.0219 0.0029 : 66%|██████▌ | 19/29 [00:28<00:13, 1.31s/it] 8946 0.2497 0.0219 0.0029 : 69%|██████▉ | 20/29 [00:28<00:11, 1.26s/it] 8946 0.2497 0.0219 0.0029 : 72%|███████▏ | 21/29 [00:29<00:09, 1.20s/it] 8946 0.2497 0.0219 0.0029 : 76%|███████▌ | 22/29 [00:30<00:08, 1.24s/it] 8946 0.2497 0.0219 0.0029 : 79%|███████▉ | 23/29 [00:32<00:08, 1.37s/it] 8946 0.2497 0.0219 0.0029 : 83%|████████▎ | 24/29 [00:33<00:07, 1.46s/it] 8946 0.2497 0.0219 0.0029 : 86%|████████▌ | 25/29 [00:35<00:05, 1.46s/it] 8946 0.2497 0.0219 0.0029 : 90%|████████▉ | 26/29 [00:36<00:04, 1.42s/it] 8946 0.2497 0.0219 0.0029 : 93%|█████████▎| 27/29 [00:38<00:03, 1.51s/it] 8946 0.2497 0.0219 0.0029 : 97%|█████████▋| 28/29 [00:39<00:01, 1.36s/it] 8946 0.2497 0.0219 0.0029 : 100%|██████████| 29/29 [00:40<00:00, 1.37s/it] 8946 0.2497 0.0219 0.0029 : 100%|██████████| 29/29 [00:40<00:00, 1.40s/it] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 6 epoch_size: 29 batches_per_epoch: 29 batch_size: 1 optim_type: 'image' 0%| | 0/29 [00:00<?, ?it/s] 3%|▎ | 1/29 [00:01<00:38, 1.37s/it] 7%|▋ | 2/29 [00:02<00:33, 1.24s/it] 10%|█ | 3/29 [00:03<00:31, 1.21s/it] 14%|█▍ | 4/29 [00:05<00:38, 1.55s/it] 17%|█▋ | 5/29 [00:07<00:36, 1.53s/it] 21%|██ | 6/29 [00:08<00:33, 1.45s/it] 24%|██▍ | 7/29 [00:09<00:28, 1.30s/it] 28%|██▊ | 8/29 [00:11<00:29, 1.42s/it] 31%|███ | 9/29 [00:12<00:29, 1.50s/it] 34%|███▍ | 10/29 [00:14<00:28, 1.48s/it] 38%|███▊ | 11/29 [00:15<00:25, 1.41s/it] 41%|████▏ | 12/29 [00:17<00:24, 1.42s/it] 45%|████▍ | 13/29 [00:18<00:23, 1.45s/it] 48%|████▊ | 14/29 [00:19<00:19, 1.32s/it] 52%|█████▏ | 15/29 [00:20<00:17, 1.23s/it] 55%|█████▌ | 16/29 [00:22<00:18, 1.44s/it] 59%|█████▊ | 17/29 [00:23<00:16, 1.40s/it] 62%|██████▏ | 18/29 [00:24<00:13, 1.26s/it] 66%|██████▌ | 19/29 [00:25<00:11, 1.20s/it] 8975 0.2417 0.0225 0.0028 : 66%|██████▌ | 19/29 [00:27<00:11, 1.20s/it] 8975 0.2417 0.0225 0.0028 : 69%|██████▉ | 20/29 [00:27<00:11, 1.28s/it] 8975 0.2417 0.0225 0.0028 : 72%|███████▏ | 21/29 [00:28<00:09, 1.21s/it] 8975 0.2417 0.0225 0.0028 : 76%|███████▌ | 22/29 [00:30<00:10, 1.47s/it] 8975 0.2417 0.0225 0.0028 : 79%|███████▉ | 23/29 [00:31<00:08, 1.41s/it] 8975 0.2417 0.0225 0.0028 : 83%|████████▎ | 24/29 [00:33<00:07, 1.50s/it] 8975 0.2417 0.0225 0.0028 : 86%|████████▌ | 25/29 [00:34<00:05, 1.34s/it] 8975 0.2417 0.0225 0.0028 : 90%|████████▉ | 26/29 [00:35<00:03, 1.26s/it] 8975 0.2417 0.0225 0.0028 : 93%|█████████▎| 27/29 [00:37<00:02, 1.40s/it] 8975 0.2417 0.0225 0.0028 : 97%|█████████▋| 28/29 [00:38<00:01, 1.36s/it] 8975 0.2417 0.0225 0.0028 : 100%|██████████| 29/29 [00:40<00:00, 1.46s/it] 8975 0.2417 0.0225 0.0028 : 100%|██████████| 29/29 [00:40<00:00, 1.38s/it] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 7 epoch_size: 29 batches_per_epoch: 29 batch_size: 1 optim_type: 'image' 0%| | 0/29 [00:00<?, ?it/s] 3%|▎ | 1/29 [00:00<00:27, 1.03it/s] 7%|▋ | 2/29 [00:01<00:26, 1.02it/s] 10%|█ | 3/29 [00:03<00:32, 1.25s/it] 14%|█▍ | 4/29 [00:04<00:32, 1.29s/it] 17%|█▋ | 5/29 [00:06<00:30, 1.27s/it] 21%|██ | 6/29 [00:07<00:27, 1.20s/it] 24%|██▍ | 7/29 [00:08<00:29, 1.33s/it] 28%|██▊ | 8/29 [00:10<00:27, 1.31s/it] 31%|███ | 9/29 [00:11<00:26, 1.31s/it] 34%|███▍ | 10/29 [00:12<00:25, 1.34s/it] 38%|███▊ | 11/29 [00:14<00:23, 1.33s/it] 41%|████▏ | 12/29 [00:16<00:26, 1.56s/it] 45%|████▍ | 13/29 [00:17<00:22, 1.39s/it] 48%|████▊ | 14/29 [00:18<00:20, 1.34s/it] 52%|█████▏ | 15/29 [00:19<00:18, 1.33s/it] 55%|█████▌ | 16/29 [00:21<00:18, 1.39s/it] 59%|█████▊ | 17/29 [00:22<00:16, 1.37s/it] 62%|██████▏ | 18/29 [00:24<00:16, 1.47s/it] 66%|██████▌ | 19/29 [00:26<00:15, 1.60s/it] 9004 0.2316 0.0231 0.0026 : 66%|██████▌ | 19/29 [00:27<00:15, 1.60s/it] 9004 0.2316 0.0231 0.0026 : 69%|██████▉ | 20/29 [00:27<00:14, 1.63s/it] 9004 0.2316 0.0231 0.0026 : 72%|███████▏ | 21/29 [00:29<00:12, 1.58s/it] 9004 0.2316 0.0231 0.0026 : 76%|███████▌ | 22/29 [00:30<00:10, 1.54s/it] 9004 0.2316 0.0231 0.0026 : 79%|███████▉ | 23/29 [00:31<00:08, 1.39s/it] 9004 0.2316 0.0231 0.0026 : 83%|████████▎ | 24/29 [00:32<00:06, 1.32s/it] 9004 0.2316 0.0231 0.0026 : 86%|████████▌ | 25/29 [00:34<00:05, 1.32s/it] 9004 0.2316 0.0231 0.0026 : 90%|████████▉ | 26/29 [00:35<00:03, 1.32s/it] 9004 0.2316 0.0231 0.0026 : 93%|█████████▎| 27/29 [00:37<00:02, 1.39s/it] 9004 0.2316 0.0231 0.0026 : 97%|█████████▋| 28/29 [00:38<00:01, 1.32s/it] 9004 0.2316 0.0231 0.0026 : 100%|██████████| 29/29 [00:39<00:00, 1.32s/it] 9004 0.2316 0.0231 0.0026 : 100%|██████████| 29/29 [00:39<00:00, 1.37s/it] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 8 epoch_size: 29 batches_per_epoch: 29 batch_size: 1 optim_type: 'image' 0%| | 0/29 [00:00<?, ?it/s] 3%|▎ | 1/29 [00:01<00:29, 1.05s/it] 7%|▋ | 2/29 [00:02<00:38, 1.42s/it] 10%|█ | 3/29 [00:04<00:35, 1.38s/it] 14%|█▍ | 4/29 [00:05<00:34, 1.36s/it] 17%|█▋ | 5/29 [00:07<00:35, 1.48s/it] 21%|██ | 6/29 [00:08<00:35, 1.55s/it] 24%|██▍ | 7/29 [00:10<00:38, 1.73s/it] 28%|██▊ | 8/29 [00:12<00:32, 1.55s/it] 31%|███ | 9/29 [00:13<00:27, 1.40s/it] 34%|███▍ | 10/29 [00:14<00:27, 1.43s/it] 38%|███▊ | 11/29 [00:16<00:26, 1.48s/it] 41%|████▏ | 12/29 [00:18<00:27, 1.61s/it] 45%|████▍ | 13/29 [00:20<00:27, 1.70s/it] 48%|████▊ | 14/29 [00:21<00:22, 1.49s/it] 52%|█████▏ | 15/29 [00:21<00:18, 1.33s/it] 55%|█████▌ | 16/29 [00:23<00:17, 1.32s/it] 59%|█████▊ | 17/29 [00:25<00:17, 1.50s/it] 62%|██████▏ | 18/29 [00:26<00:16, 1.49s/it] 66%|██████▌ | 19/29 [00:27<00:13, 1.35s/it] 9033 0.2500 0.0209 0.0020 : 66%|██████▌ | 19/29 [00:29<00:13, 1.35s/it] 9033 0.2500 0.0209 0.0020 : 69%|██████▉ | 20/29 [00:29<00:14, 1.58s/it] 9033 0.2500 0.0209 0.0020 : 72%|███████▏ | 21/29 [00:30<00:11, 1.40s/it] 9033 0.2500 0.0209 0.0020 : 76%|███████▌ | 22/29 [00:32<00:10, 1.46s/it] 9033 0.2500 0.0209 0.0020 : 79%|███████▉ | 23/29 [00:33<00:08, 1.40s/it] 9033 0.2500 0.0209 0.0020 : 83%|████████▎ | 24/29 [00:34<00:06, 1.39s/it] 9033 0.2500 0.0209 0.0020 : 86%|████████▌ | 25/29 [00:36<00:05, 1.37s/it] 9033 0.2500 0.0209 0.0020 : 90%|████████▉ | 26/29 [00:37<00:04, 1.36s/it] 9033 0.2500 0.0209 0.0020 : 93%|█████████▎| 27/29 [00:39<00:02, 1.37s/it] 9033 0.2500 0.0209 0.0020 : 97%|█████████▋| 28/29 [00:40<00:01, 1.36s/it] 9033 0.2500 0.0209 0.0020 : 100%|██████████| 29/29 [00:41<00:00, 1.33s/it] 9033 0.2500 0.0209 0.0020 : 100%|██████████| 29/29 [00:41<00:00, 1.44s/it] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 9 epoch_size: 29 batches_per_epoch: 29 batch_size: 1 optim_type: 'image' 0%| | 0/29 [00:00<?, ?it/s] 3%|▎ | 1/29 [00:02<00:57, 2.06s/it] 7%|▋ | 2/29 [00:03<00:46, 1.71s/it] 10%|█ | 3/29 [00:04<00:37, 1.46s/it] 14%|█▍ | 4/29 [00:05<00:32, 1.30s/it] 17%|█▋ | 5/29 [00:06<00:30, 1.26s/it] 21%|██ | 6/29 [00:08<00:34, 1.48s/it] 24%|██▍ | 7/29 [00:10<00:31, 1.43s/it] 28%|██▊ | 8/29 [00:12<00:33, 1.58s/it] 31%|███ | 9/29 [00:13<00:28, 1.42s/it] 34%|███▍ | 10/29 [00:14<00:26, 1.40s/it] 38%|███▊ | 11/29 [00:16<00:26, 1.46s/it] 41%|████▏ | 12/29 [00:18<00:28, 1.65s/it] 45%|████▍ | 13/29 [00:20<00:27, 1.73s/it] 48%|████▊ | 14/29 [00:21<00:23, 1.56s/it] 52%|█████▏ | 15/29 [00:22<00:20, 1.44s/it] 55%|█████▌ | 16/29 [00:23<00:19, 1.47s/it] 59%|█████▊ | 17/29 [00:25<00:18, 1.53s/it] 62%|██████▏ | 18/29 [00:26<00:16, 1.46s/it] 66%|██████▌ | 19/29 [00:27<00:13, 1.33s/it] 9062 0.2253 0.0241 0.0037 : 66%|██████▌ | 19/29 [00:28<00:13, 1.33s/it] 9062 0.2253 0.0241 0.0037 : 69%|██████▉ | 20/29 [00:28<00:11, 1.24s/it] 9062 0.2253 0.0241 0.0037 : 72%|███████▏ | 21/29 [00:30<00:10, 1.27s/it] 9062 0.2253 0.0241 0.0037 : 76%|███████▌ | 22/29 [00:31<00:08, 1.28s/it] 9062 0.2253 0.0241 0.0037 : 79%|███████▉ | 23/29 [00:32<00:07, 1.22s/it] 9062 0.2253 0.0241 0.0037 : 83%|████████▎ | 24/29 [00:33<00:06, 1.23s/it] 9062 0.2253 0.0241 0.0037 : 86%|████████▌ | 25/29 [00:35<00:05, 1.33s/it] 9062 0.2253 0.0241 0.0037 : 90%|████████▉ | 26/29 [00:36<00:03, 1.31s/it] 9062 0.2253 0.0241 0.0037 : 93%|█████████▎| 27/29 [00:38<00:02, 1.39s/it] 9062 0.2253 0.0241 0.0037 : 97%|█████████▋| 28/29 [00:39<00:01, 1.32s/it] 9062 0.2253 0.0241 0.0037 : 100%|██████████| 29/29 [00:41<00:00, 1.49s/it] 9062 0.2253 0.0241 0.0037 : 100%|██████████| 29/29 [00:41<00:00, 1.43s/it] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 10 epoch_size: 29 batches_per_epoch: 29 batch_size: 1 optim_type: 'image' 0%| | 0/29 [00:00<?, ?it/s] 3%|▎ | 1/29 [00:01<00:52, 1.88s/it] 7%|▋ | 2/29 [00:03<00:46, 1.71s/it] 10%|█ | 3/29 [00:05<00:48, 1.88s/it] 14%|█▍ | 4/29 [00:07<00:44, 1.77s/it] 17%|█▋ | 5/29 [00:08<00:35, 1.48s/it] 21%|██ | 6/29 [00:09<00:30, 1.31s/it] 24%|██▍ | 7/29 [00:10<00:27, 1.23s/it] 28%|██▊ | 8/29 [00:11<00:28, 1.35s/it] 31%|███ | 9/29 [00:13<00:31, 1.58s/it] 34%|███▍ | 10/29 [00:15<00:28, 1.50s/it] 38%|███▊ | 11/29 [00:16<00:26, 1.45s/it] 41%|████▏ | 12/29 [00:17<00:22, 1.31s/it] 45%|████▍ | 13/29 [00:18<00:20, 1.29s/it] 48%|████▊ | 14/29 [00:19<00:18, 1.22s/it] 52%|█████▏ | 15/29 [00:21<00:18, 1.30s/it] 55%|█████▌ | 16/29 [00:22<00:17, 1.33s/it] 59%|█████▊ | 17/29 [00:24<00:16, 1.41s/it] 62%|██████▏ | 18/29 [00:25<00:15, 1.39s/it] 66%|██████▌ | 19/29 [00:27<00:14, 1.44s/it] 9091 0.2548 0.0203 0.0022 : 66%|██████▌ | 19/29 [00:29<00:14, 1.44s/it] 9091 0.2548 0.0203 0.0022 : 69%|██████▉ | 20/29 [00:29<00:14, 1.57s/it] 9091 0.2548 0.0203 0.0022 : 72%|███████▏ | 21/29 [00:30<00:12, 1.54s/it] 9091 0.2548 0.0203 0.0022 : 76%|███████▌ | 22/29 [00:32<00:11, 1.59s/it] 9091 0.2548 0.0203 0.0022 : 79%|███████▉ | 23/29 [00:33<00:08, 1.42s/it] 9091 0.2548 0.0203 0.0022 : 83%|████████▎ | 24/29 [00:34<00:06, 1.33s/it] 9091 0.2548 0.0203 0.0022 : 86%|████████▌ | 25/29 [00:36<00:06, 1.51s/it] 9091 0.2548 0.0203 0.0022 : 90%|████████▉ | 26/29 [00:37<00:04, 1.34s/it] 9091 0.2548 0.0203 0.0022 : 93%|█████████▎| 27/29 [00:38<00:02, 1.29s/it] 9091 0.2548 0.0203 0.0022 : 97%|█████████▋| 28/29 [00:39<00:01, 1.30s/it] 9091 0.2548 0.0203 0.0022 : 100%|██████████| 29/29 [00:41<00:00, 1.42s/it] 9091 0.2548 0.0203 0.0022 : 100%|██████████| 29/29 [00:41<00:00, 1.43s/it] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 11 epoch_size: 29 batches_per_epoch: 29 batch_size: 1 optim_type: 'image' 0%| | 0/29 [00:00<?, ?it/s] 3%|▎ | 1/29 [00:01<00:46, 1.67s/it] 7%|▋ | 2/29 [00:02<00:37, 1.38s/it] 10%|█ | 3/29 [00:03<00:31, 1.21s/it] 14%|█▍ | 4/29 [00:05<00:30, 1.23s/it] 17%|█▋ | 5/29 [00:06<00:29, 1.24s/it] 21%|██ | 6/29 [00:07<00:31, 1.36s/it] 24%|██▍ | 7/29 [00:08<00:27, 1.24s/it] 28%|██▊ | 8/29 [00:09<00:24, 1.18s/it] 31%|███ | 9/29 [00:12<00:29, 1.46s/it] 34%|███▍ | 10/29 [00:13<00:27, 1.44s/it] 38%|███▊ | 11/29 [00:15<00:29, 1.64s/it] 41%|████▏ | 12/29 [00:17<00:27, 1.62s/it] 45%|████▍ | 13/29 [00:18<00:24, 1.53s/it] 48%|████▊ | 14/29 [00:19<00:22, 1.47s/it] 52%|█████▏ | 15/29 [00:21<00:20, 1.43s/it] 55%|█████▌ | 16/29 [00:22<00:16, 1.31s/it] 59%|█████▊ | 17/29 [00:23<00:15, 1.30s/it] 62%|██████▏ | 18/29 [00:24<00:14, 1.30s/it] 66%|██████▌ | 19/29 [00:26<00:13, 1.37s/it] 9120 0.2246 0.0225 0.0033 : 66%|██████▌ | 19/29 [00:27<00:13, 1.37s/it] 9120 0.2246 0.0225 0.0033 : 69%|██████▉ | 20/29 [00:27<00:11, 1.33s/it] 9120 0.2246 0.0225 0.0033 : 72%|███████▏ | 21/29 [00:28<00:10, 1.27s/it] 9120 0.2246 0.0225 0.0033 : 76%|███████▌ | 22/29 [00:30<00:10, 1.46s/it] 9120 0.2246 0.0225 0.0033 : 79%|███████▉ | 23/29 [00:31<00:08, 1.43s/it] 9120 0.2246 0.0225 0.0033 : 83%|████████▎ | 24/29 [00:32<00:06, 1.31s/it] 9120 0.2246 0.0225 0.0033 : 86%|████████▌ | 25/29 [00:34<00:05, 1.34s/it] 9120 0.2246 0.0225 0.0033 : 90%|████████▉ | 26/29 [00:36<00:04, 1.50s/it] 9120 0.2246 0.0225 0.0033 : 93%|█████████▎| 27/29 [00:38<00:03, 1.67s/it] 9120 0.2246 0.0225 0.0033 : 97%|█████████▋| 28/29 [00:40<00:01, 1.80s/it] 9120 0.2246 0.0225 0.0033 : 100%|██████████| 29/29 [00:42<00:00, 1.82s/it] 9120 0.2246 0.0225 0.0033 : 100%|██████████| 29/29 [00:42<00:00, 1.46s/it] Setting up [LPIPS] perceptual loss: trunk [vgg], v[0.1], spatial [off] Loading model from: /root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/lpips/weights/v0.1/vgg.pth Detected LLFF dataset Using pre-scaled images from /root/.cache/arf-svox2/data/llff/flower/images_4 Loaded LLFF data /root/.cache/arf-svox2/data/llff/flower 22.573735200863933 222.47985705021057 recentered (3, 4) [ 1.4332432 12.709555 ] Overriding offset 250-> 250 dmin = 1.433243, dmax = 12.709555, invz = 0, offset = 250 0%| | 0/5 [00:00<?, ?it/s] 60%|██████ | 3/5 [00:00<00:00, 24.48it/s] 100%|██████████| 5/5 [00:00<00:00, 24.24it/s] 0%| | 0/120 [00:00<?, ?it/s] 100%|██████████| 120/120 [00:00<00:00, 69289.16it/s] z_bounds from LLFF: [1.4332431554794312, 12.709554672241211] (not used) scene_radius [1.496031746031746, 1.6613756613756614, 1.0] Writing to /root/.cache/arf-svox2/ckpt_arf/llff/flower/49f883d8-811f-4358-b9e4-05a001f8a56b/test_renders_path 0%| | 0/120 [00:00<?, ?it/s] 1%| | 1/120 [00:00<00:47, 2.50it/s] 2%|▏ | 2/120 [00:00<00:41, 2.83it/s] 2%|▎ | 3/120 [00:01<00:40, 2.91it/s] 3%|▎ | 4/120 [00:01<00:40, 2.90it/s] 4%|▍ | 5/120 [00:01<00:39, 2.93it/s] 5%|▌ | 6/120 [00:02<00:38, 2.96it/s] 6%|▌ | 7/120 [00:02<00:38, 2.95it/s] 7%|▋ | 8/120 [00:02<00:37, 3.00it/s] 8%|▊ | 9/120 [00:03<00:36, 3.06it/s] 8%|▊ | 10/120 [00:03<00:35, 3.11it/s] 9%|▉ | 11/120 [00:03<00:34, 3.19it/s] 10%|█ | 12/120 [00:03<00:32, 3.29it/s] 11%|█ | 13/120 [00:04<00:31, 3.38it/s] 12%|█▏ | 14/120 [00:04<00:30, 3.46it/s] 12%|█▎ | 15/120 [00:04<00:29, 3.55it/s] 13%|█▎ | 16/120 [00:05<00:28, 3.61it/s] 14%|█▍ | 17/120 [00:05<00:28, 3.63it/s] 15%|█▌ | 18/120 [00:05<00:27, 3.65it/s] 16%|█▌ | 19/120 [00:05<00:27, 3.63it/s] 17%|█▋ | 20/120 [00:06<00:27, 3.58it/s] 18%|█▊ | 21/120 [00:06<00:28, 3.48it/s] 18%|█▊ | 22/120 [00:06<00:28, 3.40it/s] 19%|█▉ | 23/120 [00:07<00:29, 3.31it/s] 20%|██ | 24/120 [00:07<00:29, 3.21it/s] 21%|██ | 25/120 [00:07<00:30, 3.12it/s] 22%|██▏ | 26/120 [00:08<00:30, 3.05it/s] 22%|██▎ | 27/120 [00:08<00:31, 2.99it/s] 23%|██▎ | 28/120 [00:08<00:31, 2.94it/s] 24%|██▍ | 29/120 [00:09<00:31, 2.92it/s] 25%|██▌ | 30/120 [00:09<00:30, 2.91it/s] 26%|██▌ | 31/120 [00:09<00:30, 2.92it/s] 27%|██▋ | 32/120 [00:10<00:30, 2.92it/s] 28%|██▊ | 33/120 [00:10<00:29, 2.91it/s] 28%|██▊ | 34/120 [00:10<00:29, 2.88it/s] 29%|██▉ | 35/120 [00:11<00:29, 2.86it/s] 30%|███ | 36/120 [00:11<00:29, 2.86it/s] 31%|███ | 37/120 [00:11<00:28, 2.87it/s] 32%|███▏ | 38/120 [00:12<00:28, 2.90it/s] 32%|███▎ | 39/120 [00:12<00:27, 2.93it/s] 33%|███▎ | 40/120 [00:12<00:26, 2.99it/s] 34%|███▍ | 41/120 [00:13<00:25, 3.06it/s] 35%|███▌ | 42/120 [00:13<00:24, 3.15it/s] 36%|███▌ | 43/120 [00:13<00:23, 3.23it/s] 37%|███▋ | 44/120 [00:14<00:22, 3.34it/s] 38%|███▊ | 45/120 [00:14<00:21, 3.41it/s] 38%|███▊ | 46/120 [00:14<00:21, 3.46it/s] 39%|███▉ | 47/120 [00:14<00:20, 3.50it/s] 40%|████ | 48/120 [00:15<00:20, 3.53it/s] 41%|████ | 49/120 [00:15<00:20, 3.51it/s] 42%|████▏ | 50/120 [00:15<00:20, 3.46it/s] 42%|████▎ | 51/120 [00:16<00:20, 3.39it/s] 43%|████▎ | 52/120 [00:16<00:20, 3.31it/s] 44%|████▍ | 53/120 [00:16<00:20, 3.23it/s] 45%|████▌ | 54/120 [00:17<00:21, 3.14it/s] 46%|████▌ | 55/120 [00:17<00:21, 3.07it/s] 47%|████▋ | 56/120 [00:17<00:21, 3.00it/s] 48%|████▊ | 57/120 [00:18<00:21, 2.95it/s] 48%|████▊ | 58/120 [00:18<00:21, 2.91it/s] 49%|████▉ | 59/120 [00:18<00:21, 2.90it/s] 50%|█████ | 60/120 [00:19<00:20, 2.92it/s] 51%|█████ | 61/120 [00:19<00:19, 2.96it/s] 52%|█████▏ | 62/120 [00:19<00:19, 2.96it/s] 52%|█████▎ | 63/120 [00:20<00:19, 2.94it/s] 53%|█████▎ | 64/120 [00:20<00:19, 2.92it/s] 54%|█████▍ | 65/120 [00:20<00:18, 2.91it/s] 55%|█████▌ | 66/120 [00:21<00:18, 2.91it/s] 56%|█████▌ | 67/120 [00:21<00:18, 2.92it/s] 57%|█████▋ | 68/120 [00:21<00:17, 2.96it/s] 57%|█████▊ | 69/120 [00:22<00:16, 3.01it/s] 58%|█████▊ | 70/120 [00:22<00:16, 3.07it/s] 59%|█████▉ | 71/120 [00:22<00:15, 3.15it/s] 60%|██████ | 72/120 [00:23<00:14, 3.24it/s] 61%|██████ | 73/120 [00:23<00:14, 3.33it/s] 62%|██████▏ | 74/120 [00:23<00:13, 3.42it/s] 62%|██████▎ | 75/120 [00:23<00:12, 3.52it/s] 63%|██████▎ | 76/120 [00:24<00:12, 3.59it/s] 64%|██████▍ | 77/120 [00:24<00:11, 3.64it/s] 65%|██████▌ | 78/120 [00:24<00:11, 3.66it/s] 66%|██████▌ | 79/120 [00:24<00:11, 3.65it/s] 67%|██████▋ | 80/120 [00:25<00:11, 3.60it/s] 68%|██████▊ | 81/120 [00:25<00:11, 3.53it/s] 68%|██████▊ | 82/120 [00:25<00:11, 3.45it/s] 69%|██████▉ | 83/120 [00:26<00:11, 3.36it/s] 70%|███████ | 84/120 [00:26<00:10, 3.28it/s] 71%|███████ | 85/120 [00:26<00:10, 3.21it/s] 72%|███████▏ | 86/120 [00:27<00:10, 3.14it/s] 72%|███████▎ | 87/120 [00:27<00:10, 3.08it/s] 73%|███████▎ | 88/120 [00:27<00:10, 3.04it/s] 74%|███████▍ | 89/120 [00:28<00:10, 3.02it/s] 75%|███████▌ | 90/120 [00:28<00:09, 3.01it/s] 76%|███████▌ | 91/120 [00:28<00:09, 3.01it/s] 77%|███████▋ | 92/120 [00:29<00:09, 3.00it/s] 78%|███████▊ | 93/120 [00:29<00:09, 2.98it/s] 78%|███████▊ | 94/120 [00:29<00:08, 2.95it/s] 79%|███████▉ | 95/120 [00:30<00:08, 2.94it/s] 80%|████████ | 96/120 [00:30<00:08, 2.93it/s] 81%|████████ | 97/120 [00:30<00:07, 2.94it/s] 82%|████████▏ | 98/120 [00:31<00:07, 2.95it/s] 82%|████████▎ | 99/120 [00:31<00:07, 3.00it/s] 83%|████████▎ | 100/120 [00:31<00:06, 3.05it/s] 84%|████████▍ | 101/120 [00:32<00:06, 3.11it/s] 85%|████████▌ | 102/120 [00:32<00:05, 3.18it/s] 86%|████████▌ | 103/120 [00:32<00:05, 3.26it/s] 87%|████████▋ | 104/120 [00:33<00:04, 3.35it/s] 88%|████████▊ | 105/120 [00:33<00:04, 3.41it/s] 88%|████████▊ | 106/120 [00:33<00:04, 3.46it/s] 89%|████████▉ | 107/120 [00:33<00:03, 3.50it/s] 90%|█████████ | 108/120 [00:34<00:03, 3.50it/s] 91%|█████████ | 109/120 [00:34<00:03, 3.48it/s] 92%|█████████▏| 110/120 [00:34<00:02, 3.43it/s] 92%|█████████▎| 111/120 [00:35<00:02, 3.36it/s] 93%|█████████▎| 112/120 [00:35<00:02, 3.28it/s] 94%|█████████▍| 113/120 [00:35<00:02, 3.19it/s] 95%|█████████▌| 114/120 [00:36<00:01, 3.11it/s] 96%|█████████▌| 115/120 [00:36<00:01, 3.04it/s] 97%|█████████▋| 116/120 [00:36<00:01, 2.97it/s] 98%|█████████▊| 117/120 [00:37<00:01, 2.92it/s] 98%|█████████▊| 118/120 [00:37<00:00, 2.89it/s] 99%|█████████▉| 119/120 [00:37<00:00, 2.88it/s] 100%|██████████| 120/120 [00:38<00:00, 2.89it/s] 100%|██████████| 120/120 [00:38<00:00, 3.14it/s] IMAGEIO FFMPEG_WRITER WARNING: input image is not divisible by macro_block_size=8, resizing from (1008, 756) to (1008, 760) to ensure video compatibility with most codecs and players. To prevent resizing, make your input image divisible by the macro_block_size or set the macro_block_size to 1 (risking incompatibility).Prediction
nightmareai/arf-svox2:dfd661d44a13defb607c2c6546f45e5fe67157b1703d61ca75d62975348ba014IDu7iot67pmffnpkeg22st4zwrh4StatusSucceededSourceWebHardware–Total durationCreatedInput
- image
- scene
- trex
{ "image": "https://replicate.delivery/mgxm/c9ab63f5-0111-46fa-bf3c-b24c45256bd6/20210215_110704.jpg", "scene": "trex" }Install Replicate’s Node.js client library:npm install replicateImport and set up the client:import Replicate from "replicate"; const replicate = new Replicate({ auth: process.env.REPLICATE_API_TOKEN, });Run nightmareai/arf-svox2 using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
const output = await replicate.run( "nightmareai/arf-svox2:dfd661d44a13defb607c2c6546f45e5fe67157b1703d61ca75d62975348ba014", { input: { image: "https://replicate.delivery/mgxm/c9ab63f5-0111-46fa-bf3c-b24c45256bd6/20210215_110704.jpg", scene: "trex" } } ); // To access the file URL: console.log(output.url()); //=> "http://example.com" // To write the file to disk: fs.writeFile("my-image.png", output);To learn more, take a look at the guide on getting started with Node.js.
Install Replicate’s Python client library:pip install replicateImport the client:import replicateRun nightmareai/arf-svox2 using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
output = replicate.run( "nightmareai/arf-svox2:dfd661d44a13defb607c2c6546f45e5fe67157b1703d61ca75d62975348ba014", input={ "image": "https://replicate.delivery/mgxm/c9ab63f5-0111-46fa-bf3c-b24c45256bd6/20210215_110704.jpg", "scene": "trex" } ) print(output)To learn more, take a look at the guide on getting started with Python.
Run nightmareai/arf-svox2 using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
curl -s -X POST \ -H "Authorization: Bearer $REPLICATE_API_TOKEN" \ -H "Content-Type: application/json" \ -H "Prefer: wait" \ -d $'{ "version": "nightmareai/arf-svox2:dfd661d44a13defb607c2c6546f45e5fe67157b1703d61ca75d62975348ba014", "input": { "image": "https://replicate.delivery/mgxm/c9ab63f5-0111-46fa-bf3c-b24c45256bd6/20210215_110704.jpg", "scene": "trex" } }' \ https://api.replicate.com/v1/predictionsTo learn more, take a look at Replicate’s HTTP API reference docs.
Output
{ "completed_at": "2022-06-23T07:20:06.074522Z", "created_at": "2022-06-23T06:43:44.924324Z", "data_removed": false, "error": null, "id": "u7iot67pmffnpkeg22st4zwrh4", "input": { "image": "https://replicate.delivery/mgxm/c9ab63f5-0111-46fa-bf3c-b24c45256bd6/20210215_110704.jpg", "scene": "trex" }, "logs": "Downloading checkpoint for trex\nDetected LLFF dataset\nUsing pre-scaled images from /root/.cache/arf-svox2/data/llff/trex/images_4\nLoaded LLFF data /root/.cache/arf-svox2/data/llff/trex 14.611281520672364 128.97241851887296\nrecentered (3, 4)\n[ 2.296519 10.719525]\nOverriding offset 250-> 250\ndmin = 2.296519, dmax = 10.719525, invz = 0, offset = 250\n\n 0%| | 0/48 [00:00<?, ?it/s]\n 4%|▍ | 2/48 [00:00<00:02, 18.47it/s]\n 12%|█▎ | 6/48 [00:00<00:01, 26.33it/s]\n 19%|█▉ | 9/48 [00:00<00:01, 27.78it/s]\n 25%|██▌ | 12/48 [00:00<00:01, 28.06it/s]\n 33%|███▎ | 16/48 [00:00<00:01, 29.07it/s]\n 40%|███▉ | 19/48 [00:00<00:00, 29.10it/s]\n 46%|████▌ | 22/48 [00:00<00:00, 29.10it/s]\n 52%|█████▏ | 25/48 [00:00<00:00, 28.26it/s]\n 58%|█████▊ | 28/48 [00:00<00:00, 28.45it/s]\n 65%|██████▍ | 31/48 [00:01<00:00, 28.07it/s]\n 71%|███████ | 34/48 [00:01<00:00, 28.11it/s]\n 79%|███████▉ | 38/48 [00:01<00:00, 29.01it/s]\n 88%|████████▊ | 42/48 [00:01<00:00, 29.45it/s]\n 94%|█████████▍| 45/48 [00:01<00:00, 29.34it/s]\n100%|██████████| 48/48 [00:01<00:00, 29.19it/s]\n100%|██████████| 48/48 [00:01<00:00, 28.52it/s]\nz_bounds from LLFF: [2.2965190410614014, 10.719525337219238] (not used)\nscene_radius [1.496031746031746, 1.6613756613756614, 1.0]\n Generating rays, scaling factor 1\nic| \"Loaded ckpt: \": 'Loaded ckpt: '\n args.init_ckpt: '/root/.cache/arf-svox2/ckpt_svox2/llff/trex/ckpt.npz'\nic| grid.basis_dim: 1\nopt_style.py:508: DeprecationWarning: Starting with ImageIO v3 the behavior of this function will switch to that of iio.v3.imread. To keep the current behavior (and make this warning dissapear) use `import imageio.v2 as imageio` or call `imageio.v2.imread` directly.\nRender options RenderOptions(backend='cuvol', background_brightness=0.5, step_size=0.5, sigma_thresh=1e-08, stop_thresh=1e-07, last_sample_opaque=False, near_clip=0.0, use_spheric_clip=False, random_sigma_std=0.0, random_sigma_std_background=0.0)\n style_img = imageio.imread(args.style).astype(np.float32) / 255.0\nic| \"Style image: \": 'Style image: '\n args.style: '/tmp/tmpf_bjlrjn20210215_110704.jpg'\n style_img.shape: torch.Size([283, 504, 3])\nDownloading: \"https://download.pytorch.org/models/vgg16-397923af.pth\" to /root/.cache/torch/hub/checkpoints/vgg16-397923af.pth\n\n 0%| | 0.00/528M [00:00<?, ?B/s]\n 1%| | 4.08M/528M [00:00<00:12, 42.7MB/s]\n 2%|▏ | 9.53M/528M [00:00<00:10, 51.2MB/s]\n 6%|▌ | 32.6M/528M [00:00<00:03, 138MB/s]\n 10%|█ | 55.1M/528M [00:00<00:02, 177MB/s]\n 15%|█▍ | 77.9M/528M [00:00<00:02, 199MB/s]\n 20%|█▉ | 104M/528M [00:00<00:01, 226MB/s]\n 25%|██▍ | 131M/528M [00:00<00:01, 243MB/s]\n 30%|██▉ | 157M/528M [00:00<00:01, 254MB/s]\n 35%|███▍ | 184M/528M [00:00<00:01, 261MB/s]\n 40%|███▉ | 210M/528M [00:01<00:01, 265MB/s]\n 45%|████▍ | 237M/528M [00:01<00:01, 269MB/s]\n 50%|████▉ | 262M/528M [00:01<00:01, 266MB/s]\n 55%|█████▍ | 288M/528M [00:01<00:00, 267MB/s]\n 60%|█████▉ | 314M/528M [00:01<00:00, 269MB/s]\n 65%|██████▍ | 341M/528M [00:01<00:00, 272MB/s]\n 70%|██████▉ | 367M/528M [00:01<00:00, 273MB/s]\n 74%|███████▍ | 393M/528M [00:01<00:00, 272MB/s]\n 79%|███████▉ | 419M/528M [00:01<00:00, 273MB/s]\n 84%|████████▍ | 446M/528M [00:01<00:00, 273MB/s]\n 89%|████████▉ | 472M/528M [00:02<00:00, 274MB/s]\n 94%|█████████▍| 498M/528M [00:02<00:00, 274MB/s]\n 99%|█████████▉| 525M/528M [00:02<00:00, 275MB/s]\n100%|██████████| 528M/528M [00:02<00:00, 249MB/s]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 0\n epoch_size: 36578304\n batches_per_epoch: 7316\n batch_size: 5000\n optim_type: 'ray'\n\n 0%| | 0/7316 [00:00<?, ?it/s]\n 0%| | 9/7316 [00:00<01:28, 82.76it/s]\n 0%| | 18/7316 [00:00<01:31, 79.39it/s]\n19 18.8193 : 0%| | 18/7316 [00:00<01:31, 79.39it/s]\n19 18.8193 : 0%| | 26/7316 [00:00<01:35, 76.63it/s]\n19 18.8193 : 0%| | 35/7316 [00:00<01:30, 80.16it/s]\n39 15.2391 : 0%| | 35/7316 [00:00<01:30, 80.16it/s]\n39 15.2391 : 1%| | 46/7316 [00:00<01:22, 87.90it/s]\n39 15.2391 : 1%| | 57/7316 [00:00<01:17, 93.88it/s]\n59 15.3183 : 1%| | 57/7316 [00:00<01:17, 93.88it/s]\n59 15.3183 : 1%| | 68/7316 [00:00<01:14, 97.35it/s]\n59 15.3183 : 1%| | 79/7316 [00:00<01:13, 99.11it/s]\n79 16.5228 : 1%| | 79/7316 [00:00<01:13, 99.11it/s]\n79 16.5228 : 1%| | 89/7316 [00:00<01:13, 98.08it/s]\n99 16.4294 : 1%| | 89/7316 [00:01<01:13, 98.08it/s]\n99 16.4294 : 1%|▏ | 100/7316 [00:01<01:12, 100.07it/s]\n99 16.4294 : 2%|▏ | 111/7316 [00:01<01:10, 102.67it/s]\n119 12.4467 : 2%|▏ | 111/7316 [00:01<01:10, 102.67it/s]\n119 12.4467 : 2%|▏ | 123/7316 [00:01<01:07, 106.31it/s]\n119 12.4467 : 2%|▏ | 135/7316 [00:01<01:05, 108.82it/s]\n139 12.4272 : 2%|▏ | 135/7316 [00:01<01:05, 108.82it/s]\n139 12.4272 : 2%|▏ | 147/7316 [00:01<01:05, 109.93it/s]\n139 12.4272 : 2%|▏ | 158/7316 [00:01<01:07, 106.64it/s]\n159 20.3470 : 2%|▏ | 158/7316 [00:01<01:07, 106.64it/s]\n159 20.3470 : 2%|▏ | 169/7316 [00:01<01:11, 99.37it/s]\n179 24.5461 : 2%|▏ | 169/7316 [00:01<01:11, 99.37it/s]\n179 24.5461 : 2%|▏ | 180/7316 [00:01<01:16, 92.95it/s]\n179 24.5461 : 3%|▎ | 191/7316 [00:01<01:14, 95.19it/s]\n199 16.8497 : 3%|▎ | 191/7316 [00:02<01:14, 95.19it/s]\n199 16.8497 : 3%|▎ | 203/7316 [00:02<01:11, 100.18it/s]\n199 16.8497 : 3%|▎ | 215/7316 [00:02<01:07, 105.12it/s]\n219 18.8898 : 3%|▎ | 215/7316 [00:02<01:07, 105.12it/s]\n219 18.8898 : 3%|▎ | 227/7316 [00:02<01:06, 106.88it/s]\n219 18.8898 : 3%|▎ | 238/7316 [00:02<01:06, 107.07it/s]\n239 20.4087 : 3%|▎ | 238/7316 [00:02<01:06, 107.07it/s]\n239 20.4087 : 3%|▎ | 250/7316 [00:02<01:04, 108.84it/s]\n259 17.0373 : 3%|▎ | 250/7316 [00:02<01:04, 108.84it/s]\n259 17.0373 : 4%|▎ | 262/7316 [00:02<01:03, 110.99it/s]\n259 17.0373 : 4%|▍ | 275/7316 [00:02<01:01, 114.29it/s]\n279 16.1355 : 4%|▍ | 275/7316 [00:02<01:01, 114.29it/s]\n279 16.1355 : 4%|▍ | 287/7316 [00:02<01:00, 115.50it/s]\n279 16.1355 : 4%|▍ | 299/7316 [00:02<01:00, 115.89it/s]\n299 15.6946 : 4%|▍ | 299/7316 [00:02<01:00, 115.89it/s]\n299 15.6946 : 4%|▍ | 311/7316 [00:03<01:02, 111.55it/s]\n319 26.1868 : 4%|▍ | 311/7316 [00:03<01:02, 111.55it/s]\n319 26.1868 : 4%|▍ | 323/7316 [00:03<01:08, 101.94it/s]\n319 26.1868 : 5%|▍ | 334/7316 [00:03<01:12, 96.56it/s]\n339 23.0198 : 5%|▍ | 334/7316 [00:03<01:12, 96.56it/s]\n339 23.0198 : 5%|▍ | 345/7316 [00:03<01:10, 98.25it/s]\n339 23.0198 : 5%|▍ | 357/7316 [00:03<01:07, 103.26it/s]\n359 19.6995 : 5%|▍ | 357/7316 [00:03<01:07, 103.26it/s]\n359 19.6995 : 5%|▌ | 369/7316 [00:03<01:04, 107.15it/s]\n379 21.8085 : 5%|▌ | 369/7316 [00:03<01:04, 107.15it/s]\n379 21.8085 : 5%|▌ | 381/7316 [00:03<01:04, 108.18it/s]\n379 21.8085 : 5%|▌ | 392/7316 [00:03<01:04, 107.19it/s]\n399 21.6361 : 5%|▌ | 392/7316 [00:03<01:04, 107.19it/s]\n399 21.6361 : 6%|▌ | 403/7316 [00:03<01:04, 107.88it/s]\n399 21.6361 : 6%|▌ | 415/7316 [00:04<01:02, 110.63it/s]\n419 19.2176 : 6%|▌ | 415/7316 [00:04<01:02, 110.63it/s]\n419 19.2176 : 6%|▌ | 428/7316 [00:04<01:00, 114.09it/s]\n439 19.9028 : 6%|▌ | 428/7316 [00:04<01:00, 114.09it/s]\n439 19.9028 : 6%|▌ | 440/7316 [00:04<00:59, 115.25it/s]\n439 19.9028 : 6%|▌ | 452/7316 [00:04<00:59, 115.97it/s]\n459 25.8558 : 6%|▌ | 452/7316 [00:04<00:59, 115.97it/s]\n459 25.8558 : 6%|▋ | 464/7316 [00:04<01:02, 110.04it/s]\n459 25.8558 : 7%|▋ | 476/7316 [00:04<01:09, 98.23it/s]\n479 27.7698 : 7%|▋ | 476/7316 [00:04<01:09, 98.23it/s]\n479 27.7698 : 7%|▋ | 487/7316 [00:04<01:13, 93.30it/s]\n479 27.7698 : 7%|▋ | 498/7316 [00:04<01:11, 95.48it/s]\n499 21.4952 : 7%|▋ | 498/7316 [00:04<01:11, 95.48it/s]\n499 21.4952 : 7%|▋ | 510/7316 [00:04<01:08, 99.89it/s]\n519 21.6677 : 7%|▋ | 510/7316 [00:05<01:08, 99.89it/s]\n519 21.6677 : 7%|▋ | 522/7316 [00:05<01:05, 103.27it/s]\n519 21.6677 : 7%|▋ | 533/7316 [00:05<01:05, 104.27it/s]\n539 23.0415 : 7%|▋ | 533/7316 [00:05<01:05, 104.27it/s]\n539 23.0415 : 7%|▋ | 544/7316 [00:05<01:04, 104.41it/s]\n539 23.0415 : 8%|▊ | 555/7316 [00:05<01:04, 104.91it/s]\n559 24.2410 : 8%|▊ | 555/7316 [00:05<01:04, 104.91it/s]\n559 24.2410 : 8%|▊ | 567/7316 [00:05<01:02, 107.34it/s]\n559 24.2410 : 8%|▊ | 579/7316 [00:05<01:01, 110.04it/s]\n579 20.8510 : 8%|▊ | 579/7316 [00:05<01:01, 110.04it/s]\n579 20.8510 : 8%|▊ | 591/7316 [00:05<01:00, 111.31it/s]\n599 21.4291 : 8%|▊ | 591/7316 [00:05<01:00, 111.31it/s]\n599 21.4291 : 8%|▊ | 603/7316 [00:05<01:00, 111.84it/s]\n599 21.4291 : 8%|▊ | 615/7316 [00:05<01:03, 105.55it/s]\n619 32.5758 : 8%|▊ | 615/7316 [00:06<01:03, 105.55it/s]\n619 32.5758 : 9%|▊ | 626/7316 [00:06<01:13, 91.60it/s]\n619 32.5758 : 9%|▊ | 636/7316 [00:06<01:18, 85.39it/s]\n639 25.3203 : 9%|▊ | 636/7316 [00:06<01:18, 85.39it/s]\n639 25.3203 : 9%|▉ | 645/7316 [00:06<01:18, 85.19it/s]\n639 25.3203 : 9%|▉ | 655/7316 [00:06<01:15, 88.68it/s]\n659 23.3493 : 9%|▉ | 655/7316 [00:06<01:15, 88.68it/s]\n659 23.3493 : 9%|▉ | 666/7316 [00:06<01:11, 93.13it/s]\n659 23.3493 : 9%|▉ | 676/7316 [00:06<01:10, 94.78it/s]\n679 23.9062 : 9%|▉ | 676/7316 [00:06<01:10, 94.78it/s]\n679 23.9062 : 9%|▉ | 686/7316 [00:06<01:10, 94.47it/s]\n679 23.9062 : 10%|▉ | 696/7316 [00:06<01:09, 95.11it/s]\n699 25.1632 : 10%|▉ | 696/7316 [00:06<01:09, 95.11it/s]\n699 25.1632 : 10%|▉ | 706/7316 [00:06<01:09, 94.86it/s]\n699 25.1632 : 10%|▉ | 717/7316 [00:07<01:08, 96.93it/s]\n719 22.4639 : 10%|▉ | 717/7316 [00:07<01:08, 96.93it/s]\n719 22.4639 : 10%|▉ | 728/7316 [00:07<01:06, 99.78it/s]\n719 22.4639 : 10%|█ | 739/7316 [00:07<01:05, 100.60it/s]\n739 22.3450 : 10%|█ | 739/7316 [00:07<01:05, 100.60it/s]\n739 22.3450 : 10%|█ | 750/7316 [00:07<01:04, 102.20it/s]\n759 23.1850 : 10%|█ | 750/7316 [00:07<01:04, 102.20it/s]\n759 23.1850 : 10%|█ | 761/7316 [00:07<01:03, 102.62it/s]\n759 23.1850 : 11%|█ | 772/7316 [00:07<01:18, 83.33it/s]\n779 29.6004 : 11%|█ | 772/7316 [00:07<01:18, 83.33it/s]\n779 29.6004 : 11%|█ | 781/7316 [00:07<01:31, 71.14it/s]\n779 29.6004 : 11%|█ | 789/7316 [00:07<01:37, 66.98it/s]\n779 29.6004 : 11%|█ | 797/7316 [00:08<01:37, 67.00it/s]\n799 21.6903 : 11%|█ | 797/7316 [00:08<01:37, 67.00it/s]\n799 21.6903 : 11%|█ | 805/7316 [00:08<01:33, 69.36it/s]\n799 21.6903 : 11%|█ | 814/7316 [00:08<01:27, 74.01it/s]\n819 23.6487 : 11%|█ | 814/7316 [00:08<01:27, 74.01it/s]\n819 23.6487 : 11%|█ | 823/7316 [00:08<01:24, 76.72it/s]\n819 23.6487 : 11%|█▏ | 832/7316 [00:08<01:23, 78.06it/s]\n839 24.4512 : 11%|█▏ | 832/7316 [00:08<01:23, 78.06it/s]\n839 24.4512 : 11%|█▏ | 840/7316 [00:08<01:23, 77.21it/s]\n839 24.4512 : 12%|█▏ | 848/7316 [00:08<01:24, 76.54it/s]\n839 24.4512 : 12%|█▏ | 856/7316 [00:08<01:24, 76.55it/s]\n859 26.7306 : 12%|█▏ | 856/7316 [00:08<01:24, 76.55it/s]\n859 26.7306 : 12%|█▏ | 865/7316 [00:08<01:23, 77.69it/s]\n859 26.7306 : 12%|█▏ | 874/7316 [00:09<01:21, 79.45it/s]\n879 22.1127 : 12%|█▏ | 874/7316 [00:09<01:21, 79.45it/s]\n879 22.1127 : 12%|█▏ | 883/7316 [00:09<01:19, 81.08it/s]\n879 22.1127 : 12%|█▏ | 892/7316 [00:09<01:17, 82.65it/s]\n899 21.2257 : 12%|█▏ | 892/7316 [00:09<01:17, 82.65it/s]\n899 21.2257 : 12%|█▏ | 901/7316 [00:09<01:16, 83.66it/s]\n899 21.2257 : 12%|█▏ | 910/7316 [00:09<01:16, 83.86it/s]\n899 21.2257 : 13%|█▎ | 919/7316 [00:09<01:23, 76.31it/s]\n919 34.1284 : 13%|█▎ | 919/7316 [00:09<01:23, 76.31it/s]\n919 34.1284 : 13%|█▎ | 927/7316 [00:09<01:38, 65.15it/s]\n919 34.1284 : 13%|█▎ | 934/7316 [00:09<01:45, 60.28it/s]\n939 19.3450 : 13%|█▎ | 934/7316 [00:10<01:45, 60.28it/s]\n939 19.3450 : 13%|█▎ | 941/7316 [00:10<01:50, 57.77it/s]\n939 19.3450 : 13%|█▎ | 947/7316 [00:10<01:49, 58.20it/s]\n939 19.3450 : 13%|█▎ | 954/7316 [00:10<01:45, 60.56it/s]\n959 23.8106 : 13%|█▎ | 954/7316 [00:10<01:45, 60.56it/s]\n959 23.8106 : 13%|█▎ | 962/7316 [00:10<01:37, 64.85it/s]\n959 23.8106 : 13%|█▎ | 970/7316 [00:10<01:32, 68.59it/s]\n959 23.8106 : 13%|█▎ | 978/7316 [00:10<01:29, 71.07it/s]\n979 25.1272 : 13%|█▎ | 978/7316 [00:10<01:29, 71.07it/s]\n979 25.1272 : 13%|█▎ | 986/7316 [00:10<01:28, 71.26it/s]\n979 25.1272 : 14%|█▎ | 994/7316 [00:10<01:29, 70.43it/s]\n999 23.8597 : 14%|█▎ | 994/7316 [00:10<01:29, 70.43it/s]\n999 23.8597 : 14%|█▎ | 1002/7316 [00:10<01:30, 69.78it/s]\n999 23.8597 : 14%|█▍ | 1010/7316 [00:11<01:30, 69.77it/s]\n999 23.8597 : 14%|█▍ | 1018/7316 [00:11<01:29, 70.67it/s]\n1019 24.8772 : 14%|█▍ | 1018/7316 [00:11<01:29, 70.67it/s]\n1019 24.8772 : 14%|█▍ | 1026/7316 [00:11<01:26, 72.35it/s]\n1019 24.8772 : 14%|█▍ | 1034/7316 [00:11<01:24, 73.97it/s]\n1039 23.4199 : 14%|█▍ | 1034/7316 [00:11<01:24, 73.97it/s]\n1039 23.4199 : 14%|█▍ | 1042/7316 [00:11<01:23, 74.77it/s]\n1039 23.4199 : 14%|█▍ | 1050/7316 [00:11<01:22, 75.63it/s]\n1039 23.4199 : 14%|█▍ | 1058/7316 [00:11<01:22, 75.88it/s]\n1059 22.5064 : 14%|█▍ | 1058/7316 [00:11<01:22, 75.88it/s]\n1059 22.5064 : 15%|█▍ | 1066/7316 [00:11<01:22, 76.02it/s]\n1059 22.5064 : 15%|█▍ | 1074/7316 [00:11<01:29, 70.02it/s]\n1079 28.4218 : 15%|█▍ | 1074/7316 [00:12<01:29, 70.02it/s]\n1079 28.4218 : 15%|█▍ | 1082/7316 [00:12<01:33, 66.42it/s]\n1079 28.4218 : 15%|█▍ | 1089/7316 [00:12<01:33, 66.44it/s]\n1079 28.4218 : 15%|█▍ | 1097/7316 [00:12<01:29, 69.79it/s]\n1099 24.4803 : 15%|█▍ | 1097/7316 [00:12<01:29, 69.79it/s]\n1099 24.4803 : 15%|█▌ | 1106/7316 [00:12<01:22, 74.98it/s]\n1099 24.4803 : 15%|█▌ | 1116/7316 [00:12<01:16, 81.10it/s]\n1119 24.7805 : 15%|█▌ | 1116/7316 [00:12<01:16, 81.10it/s]\n1119 24.7805 : 15%|█▌ | 1126/7316 [00:12<01:12, 84.91it/s]\n1119 24.7805 : 16%|█▌ | 1136/7316 [00:12<01:10, 87.56it/s]\n1139 24.7123 : 16%|█▌ | 1136/7316 [00:12<01:10, 87.56it/s]\n1139 24.7123 : 16%|█▌ | 1145/7316 [00:12<01:11, 86.85it/s]\n1139 24.7123 : 16%|█▌ | 1154/7316 [00:12<01:10, 86.96it/s]\n1159 26.4411 : 16%|█▌ | 1154/7316 [00:12<01:10, 86.96it/s]\n1159 26.4411 : 16%|█▌ | 1163/7316 [00:13<01:10, 87.32it/s]\n1159 26.4411 : 16%|█▌ | 1173/7316 [00:13<01:09, 88.69it/s]\n1179 24.6038 : 16%|█▌ | 1173/7316 [00:13<01:09, 88.69it/s]\n1179 24.6038 : 16%|█▌ | 1183/7316 [00:13<01:07, 91.44it/s]\n1179 24.6038 : 16%|█▋ | 1193/7316 [00:13<01:05, 93.35it/s]\n1199 26.3990 : 16%|█▋ | 1193/7316 [00:13<01:05, 93.35it/s]\n1199 26.3990 : 16%|█▋ | 1203/7316 [00:13<01:04, 94.08it/s]\n1199 26.3990 : 17%|█▋ | 1213/7316 [00:13<01:04, 94.58it/s]\n1219 30.8125 : 17%|█▋ | 1213/7316 [00:13<01:04, 94.58it/s]\n1219 30.8125 : 17%|█▋ | 1223/7316 [00:13<01:06, 92.22it/s]\n1219 30.8125 : 17%|█▋ | 1233/7316 [00:13<01:10, 85.79it/s]\n1239 17.2459 : 17%|█▋ | 1233/7316 [00:13<01:10, 85.79it/s]\n1239 17.2459 : 17%|█▋ | 1242/7316 [00:13<01:10, 85.87it/s]\n1239 17.2459 : 17%|█▋ | 1253/7316 [00:13<01:06, 91.30it/s]\n1259 26.9640 : 17%|█▋ | 1253/7316 [00:14<01:06, 91.30it/s]\n1259 26.9640 : 17%|█▋ | 1265/7316 [00:14<01:01, 97.67it/s]\n1259 26.9640 : 17%|█▋ | 1277/7316 [00:14<00:58, 103.25it/s]\n1279 26.3897 : 17%|█▋ | 1277/7316 [00:14<00:58, 103.25it/s]\n1279 26.3897 : 18%|█▊ | 1289/7316 [00:14<00:56, 106.25it/s]\n1299 28.1109 : 18%|█▊ | 1289/7316 [00:14<00:56, 106.25it/s]\n1299 28.1109 : 18%|█▊ | 1300/7316 [00:14<00:56, 105.90it/s]\n1299 28.1109 : 18%|█▊ | 1311/7316 [00:14<00:56, 106.11it/s]\n1319 28.8506 : 18%|█▊ | 1311/7316 [00:14<00:56, 106.11it/s]\n1319 28.8506 : 18%|█▊ | 1323/7316 [00:14<00:55, 107.95it/s]\n1319 28.8506 : 18%|█▊ | 1335/7316 [00:14<00:53, 111.40it/s]\n1339 28.7628 : 18%|█▊ | 1335/7316 [00:14<00:53, 111.40it/s]\n1339 28.7628 : 18%|█▊ | 1347/7316 [00:14<00:52, 113.51it/s]\n1339 28.7628 : 19%|█▊ | 1359/7316 [00:14<00:51, 115.20it/s]\n1359 28.6104 : 19%|█▊ | 1359/7316 [00:14<00:51, 115.20it/s]\n1359 28.6104 : 19%|█▊ | 1371/7316 [00:15<00:51, 115.09it/s]\n1379 34.4852 : 19%|█▊ | 1371/7316 [00:15<00:51, 115.09it/s]\n1379 34.4852 : 19%|█▉ | 1383/7316 [00:15<00:55, 107.69it/s]\n1379 34.4852 : 19%|█▉ | 1394/7316 [00:15<00:56, 105.66it/s]\n1399 21.6259 : 19%|█▉ | 1394/7316 [00:15<00:56, 105.66it/s]\n1399 21.6259 : 19%|█▉ | 1407/7316 [00:15<00:53, 110.60it/s]\n1419 26.1598 : 19%|█▉ | 1407/7316 [00:15<00:53, 110.60it/s]\n1419 26.1598 : 19%|█▉ | 1421/7316 [00:15<00:50, 117.78it/s]\n1419 26.1598 : 20%|█▉ | 1435/7316 [00:15<00:47, 123.20it/s]\n1439 26.9795 : 20%|█▉ | 1435/7316 [00:15<00:47, 123.20it/s]\n1439 26.9795 : 20%|█▉ | 1448/7316 [00:15<00:46, 124.89it/s]\n1459 25.2030 : 20%|█▉ | 1448/7316 [00:15<00:46, 124.89it/s]\n1459 25.2030 : 20%|█▉ | 1461/7316 [00:15<00:46, 125.27it/s]\n1459 25.2030 : 20%|██ | 1475/7316 [00:15<00:45, 127.83it/s]\n1479 26.8277 : 20%|██ | 1475/7316 [00:15<00:45, 127.83it/s]\n1479 26.8277 : 20%|██ | 1490/7316 [00:15<00:43, 132.50it/s]\n1499 28.4153 : 20%|██ | 1490/7316 [00:16<00:43, 132.50it/s]\n1499 28.4153 : 21%|██ | 1505/7316 [00:16<00:42, 135.62it/s]\n1499 28.4153 : 21%|██ | 1519/7316 [00:16<00:42, 136.84it/s]\n1519 27.3822 : 21%|██ | 1519/7316 [00:16<00:42, 136.84it/s]\n1519 27.3822 : 21%|██ | 1533/7316 [00:16<00:44, 129.25it/s]\n1539 35.0353 : 21%|██ | 1533/7316 [00:16<00:44, 129.25it/s]\n1539 35.0353 : 21%|██ | 1547/7316 [00:16<00:47, 121.13it/s]\n1559 27.3234 : 21%|██ | 1547/7316 [00:16<00:47, 121.13it/s]\n1559 27.3234 : 21%|██▏ | 1561/7316 [00:16<00:45, 125.11it/s]\n1559 27.3234 : 22%|██▏ | 1577/7316 [00:16<00:43, 132.37it/s]\n1579 25.0387 : 22%|██▏ | 1577/7316 [00:16<00:43, 132.37it/s]\n1579 25.0387 : 22%|██▏ | 1592/7316 [00:16<00:41, 136.61it/s]\n1599 29.2909 : 22%|██▏ | 1592/7316 [00:16<00:41, 136.61it/s]\n1599 29.2909 : 22%|██▏ | 1607/7316 [00:16<00:41, 138.37it/s]\n1619 27.8001 : 22%|██▏ | 1607/7316 [00:16<00:41, 138.37it/s]\n1619 27.8001 : 22%|██▏ | 1622/7316 [00:16<00:40, 139.71it/s]\n1619 27.8001 : 22%|██▏ | 1638/7316 [00:17<00:39, 143.71it/s]\n1639 24.4963 : 22%|██▏ | 1638/7316 [00:17<00:39, 143.71it/s]\n1639 24.4963 : 23%|██▎ | 1654/7316 [00:17<00:38, 145.98it/s]\n1659 26.6494 : 23%|██▎ | 1654/7316 [00:17<00:38, 145.98it/s]\n1659 26.6494 : 23%|██▎ | 1670/7316 [00:17<00:38, 148.28it/s]\n1679 32.3231 : 23%|██▎ | 1670/7316 [00:17<00:38, 148.28it/s]\n1679 32.3231 : 23%|██▎ | 1685/7316 [00:17<00:40, 137.35it/s]\n1679 32.3231 : 23%|██▎ | 1699/7316 [00:17<00:45, 123.07it/s]\n1699 24.2226 : 23%|██▎ | 1699/7316 [00:17<00:45, 123.07it/s]\n1699 24.2226 : 23%|██▎ | 1712/7316 [00:17<00:45, 123.29it/s]\n1719 26.1357 : 23%|██▎ | 1712/7316 [00:17<00:45, 123.29it/s]\n1719 26.1357 : 24%|██▎ | 1727/7316 [00:17<00:43, 128.09it/s]\n1739 26.2488 : 24%|██▎ | 1727/7316 [00:17<00:43, 128.09it/s]\n1739 26.2488 : 24%|██▍ | 1741/7316 [00:17<00:42, 130.99it/s]\n1739 26.2488 : 24%|██▍ | 1755/7316 [00:17<00:41, 132.58it/s]\n1759 27.7235 : 24%|██▍ | 1755/7316 [00:18<00:41, 132.58it/s]\n1759 27.7235 : 24%|██▍ | 1769/7316 [00:18<00:41, 132.61it/s]\n1779 28.0745 : 24%|██▍ | 1769/7316 [00:18<00:41, 132.61it/s]\n1779 28.0745 : 24%|██▍ | 1784/7316 [00:18<00:41, 134.88it/s]\n1779 28.0745 : 25%|██▍ | 1799/7316 [00:18<00:39, 138.55it/s]\n1799 27.9846 : 25%|██▍ | 1799/7316 [00:18<00:39, 138.55it/s]\n1799 27.9846 : 25%|██▍ | 1814/7316 [00:18<00:39, 140.91it/s]\n1819 27.2726 : 25%|██▍ | 1814/7316 [00:18<00:39, 140.91it/s]\n1819 27.2726 : 25%|██▌ | 1829/7316 [00:18<00:38, 141.69it/s]\n1839 33.8129 : 25%|██▌ | 1829/7316 [00:18<00:38, 141.69it/s]\n1839 33.8129 : 25%|██▌ | 1844/7316 [00:18<00:50, 109.00it/s]\n1839 33.8129 : 25%|██▌ | 1857/7316 [00:18<00:56, 96.92it/s]\n1859 24.5580 : 25%|██▌ | 1857/7316 [00:18<00:56, 96.92it/s]\n1859 24.5580 : 26%|██▌ | 1868/7316 [00:18<00:56, 96.44it/s]\n1859 24.5580 : 26%|██▌ | 1879/7316 [00:19<00:55, 98.31it/s]\n1879 24.1575 : 26%|██▌ | 1879/7316 [00:19<00:55, 98.31it/s]\n1879 24.1575 : 26%|██▌ | 1890/7316 [00:19<00:54, 99.29it/s]\n1899 25.4809 : 26%|██▌ | 1890/7316 [00:19<00:54, 99.29it/s]\n1899 25.4809 : 26%|██▌ | 1901/7316 [00:19<00:53, 100.41it/s]\n1899 25.4809 : 26%|██▌ | 1912/7316 [00:19<00:54, 99.68it/s]\n1919 28.7089 : 26%|██▌ | 1912/7316 [00:19<00:54, 99.68it/s]\n1919 28.7089 : 26%|██▋ | 1923/7316 [00:19<00:53, 100.92it/s]\n1919 28.7089 : 26%|██▋ | 1934/7316 [00:19<00:52, 102.79it/s]\n1939 24.5435 : 26%|██▋ | 1934/7316 [00:19<00:52, 102.79it/s]\n1939 24.5435 : 27%|██▋ | 1946/7316 [00:19<00:50, 106.14it/s]\n1939 24.5435 : 27%|██▋ | 1958/7316 [00:19<00:49, 108.96it/s]\n1959 24.2259 : 27%|██▋ | 1958/7316 [00:19<00:49, 108.96it/s]\n1959 24.2259 : 27%|██▋ | 1970/7316 [00:19<00:48, 110.53it/s]\n1979 26.6021 : 27%|██▋ | 1970/7316 [00:20<00:48, 110.53it/s]\n1979 26.6021 : 27%|██▋ | 1982/7316 [00:20<00:48, 109.86it/s]\n1979 26.6021 : 27%|██▋ | 1994/7316 [00:20<01:01, 85.96it/s]\n1999 40.1164 : 27%|██▋ | 1994/7316 [00:20<01:01, 85.96it/s]\n1999 40.1164 : 27%|██▋ | 2004/7316 [00:20<01:10, 75.05it/s]\n1999 40.1164 : 28%|██▊ | 2013/7316 [00:20<01:13, 72.54it/s]\n2019 23.8935 : 28%|██▊ | 2013/7316 [00:20<01:13, 72.54it/s]\n2019 23.8935 : 28%|██▊ | 2021/7316 [00:20<01:11, 73.95it/s]\n2019 23.8935 : 28%|██▊ | 2030/7316 [00:20<01:09, 76.59it/s]\n2019 23.8935 : 28%|██▊ | 2039/7316 [00:20<01:07, 78.75it/s]\n2039 24.0875 : 28%|██▊ | 2039/7316 [00:20<01:07, 78.75it/s]\n2039 24.0875 : 28%|██▊ | 2048/7316 [00:21<01:05, 80.19it/s]\n2039 24.0875 : 28%|██▊ | 2057/7316 [00:21<01:04, 81.34it/s]\n2059 25.0612 : 28%|██▊ | 2057/7316 [00:21<01:04, 81.34it/s]\n2059 25.0612 : 28%|██▊ | 2066/7316 [00:21<01:04, 81.58it/s]\n2059 25.0612 : 28%|██▊ | 2075/7316 [00:21<01:03, 82.90it/s]\n2079 25.7358 : 28%|██▊ | 2075/7316 [00:21<01:03, 82.90it/s]\n2079 25.7358 : 28%|██▊ | 2084/7316 [00:21<01:01, 84.41it/s]\n2079 25.7358 : 29%|██▊ | 2094/7316 [00:21<00:59, 87.30it/s]\n2099 24.9067 : 29%|██▊ | 2094/7316 [00:21<00:59, 87.30it/s]\n2099 24.9067 : 29%|██▉ | 2104/7316 [00:21<00:58, 89.61it/s]\n2099 24.9067 : 29%|██▉ | 2114/7316 [00:21<00:56, 92.11it/s]\n2119 26.5419 : 29%|██▉ | 2114/7316 [00:21<00:56, 92.11it/s]\n2119 26.5419 : 29%|██▉ | 2124/7316 [00:21<00:55, 93.51it/s]\n2119 26.5419 : 29%|██▉ | 2134/7316 [00:21<00:55, 93.27it/s]\n2139 27.8625 : 29%|██▉ | 2134/7316 [00:22<00:55, 93.27it/s]\n2139 27.8625 : 29%|██▉ | 2144/7316 [00:22<01:00, 85.31it/s]\n2139 27.8625 : 29%|██▉ | 2153/7316 [00:22<01:03, 81.16it/s]\n2159 16.2904 : 29%|██▉ | 2153/7316 [00:22<01:03, 81.16it/s]\n2159 16.2904 : 30%|██▉ | 2162/7316 [00:22<01:02, 82.99it/s]\n2159 16.2904 : 30%|██▉ | 2173/7316 [00:22<00:57, 88.78it/s]\n2179 26.5966 : 30%|██▉ | 2173/7316 [00:22<00:57, 88.78it/s]\n2179 26.5966 : 30%|██▉ | 2184/7316 [00:22<00:54, 94.18it/s]\n2179 26.5966 : 30%|███ | 2195/7316 [00:22<00:52, 97.40it/s]\n2199 25.7177 : 30%|███ | 2195/7316 [00:22<00:52, 97.40it/s]\n2199 25.7177 : 30%|███ | 2206/7316 [00:22<00:51, 99.96it/s]\n2199 25.7177 : 30%|███ | 2217/7316 [00:22<00:50, 100.87it/s]\n2219 22.8226 : 30%|███ | 2217/7316 [00:22<00:50, 100.87it/s]\n2219 22.8226 : 30%|███ | 2228/7316 [00:22<00:49, 102.39it/s]\n2239 27.4617 : 30%|███ | 2228/7316 [00:23<00:49, 102.39it/s]\n2239 27.4617 : 31%|███ | 2240/7316 [00:23<00:48, 104.93it/s]\n2239 27.4617 : 31%|███ | 2252/7316 [00:23<00:46, 108.33it/s]\n2259 25.0305 : 31%|███ | 2252/7316 [00:23<00:46, 108.33it/s]\n2259 25.0305 : 31%|███ | 2264/7316 [00:23<00:45, 111.30it/s]\n2259 25.0305 : 31%|███ | 2276/7316 [00:23<00:44, 112.20it/s]\n2279 27.1300 : 31%|███ | 2276/7316 [00:23<00:44, 112.20it/s]\n2279 27.1300 : 31%|███▏ | 2288/7316 [00:23<00:45, 110.87it/s]\n2299 33.1369 : 31%|███▏ | 2288/7316 [00:23<00:45, 110.87it/s]\n2299 33.1369 : 31%|███▏ | 2300/7316 [00:23<00:48, 103.88it/s]\n2299 33.1369 : 32%|███▏ | 2311/7316 [00:23<00:47, 105.01it/s]\n2319 26.0474 : 32%|███▏ | 2311/7316 [00:23<00:47, 105.01it/s]\n2319 26.0474 : 32%|███▏ | 2325/7316 [00:23<00:44, 112.53it/s]\n2319 26.0474 : 32%|███▏ | 2339/7316 [00:23<00:41, 119.72it/s]\n2339 26.5446 : 32%|███▏ | 2339/7316 [00:23<00:41, 119.72it/s]\n2339 26.5446 : 32%|███▏ | 2353/7316 [00:24<00:39, 124.42it/s]\n2359 26.6330 : 32%|███▏ | 2353/7316 [00:24<00:39, 124.42it/s]\n2359 26.6330 : 32%|███▏ | 2367/7316 [00:24<00:39, 126.82it/s]\n2379 28.7729 : 32%|███▏ | 2367/7316 [00:24<00:39, 126.82it/s]\n2379 28.7729 : 33%|███▎ | 2381/7316 [00:24<00:38, 129.22it/s]\n2379 28.7729 : 33%|███▎ | 2396/7316 [00:24<00:36, 133.07it/s]\n2399 29.1061 : 33%|███▎ | 2396/7316 [00:24<00:36, 133.07it/s]\n2399 29.1061 : 33%|███▎ | 2411/7316 [00:24<00:35, 137.71it/s]\n2419 27.3364 : 33%|███▎ | 2411/7316 [00:24<00:35, 137.71it/s]\n2419 27.3364 : 33%|███▎ | 2426/7316 [00:24<00:34, 140.41it/s]\n2439 29.6558 : 33%|███▎ | 2426/7316 [00:24<00:34, 140.41it/s]\n2439 29.6558 : 33%|███▎ | 2441/7316 [00:24<00:35, 138.49it/s]\n2439 29.6558 : 34%|███▎ | 2455/7316 [00:24<00:35, 138.16it/s]\n2459 27.9908 : 34%|███▎ | 2455/7316 [00:24<00:35, 138.16it/s]\n2459 27.9908 : 34%|███▍ | 2471/7316 [00:24<00:33, 143.94it/s]\n2479 26.6912 : 34%|███▍ | 2471/7316 [00:24<00:33, 143.94it/s]\n2479 26.6912 : 34%|███▍ | 2488/7316 [00:24<00:32, 150.35it/s]\n2499 24.7081 : 34%|███▍ | 2488/7316 [00:25<00:32, 150.35it/s]\n2499 24.7081 : 34%|███▍ | 2505/7316 [00:25<00:31, 154.03it/s]\n2519 25.3954 : 34%|███▍ | 2505/7316 [00:25<00:31, 154.03it/s]\n2519 25.3954 : 34%|███▍ | 2521/7316 [00:25<00:30, 155.56it/s]\n2519 25.3954 : 35%|███▍ | 2538/7316 [00:25<00:29, 159.49it/s]\n2539 26.5695 : 35%|███▍ | 2538/7316 [00:25<00:29, 159.49it/s]\n2539 26.5695 : 35%|███▍ | 2556/7316 [00:25<00:28, 164.19it/s]\n2559 24.4858 : 35%|███▍ | 2556/7316 [00:25<00:28, 164.19it/s]\n2559 24.4858 : 35%|███▌ | 2574/7316 [00:25<00:28, 166.77it/s]\n2579 25.0132 : 35%|███▌ | 2574/7316 [00:25<00:28, 166.77it/s]\n2579 25.0132 : 35%|███▌ | 2591/7316 [00:25<00:28, 166.99it/s]\n2599 19.5926 : 35%|███▌ | 2591/7316 [00:25<00:28, 166.99it/s]\n2599 19.5926 : 36%|███▌ | 2608/7316 [00:25<00:29, 158.27it/s]\n2619 27.2638 : 36%|███▌ | 2608/7316 [00:25<00:29, 158.27it/s]\n2619 27.2638 : 36%|███▌ | 2625/7316 [00:25<00:29, 161.17it/s]\n2639 29.2664 : 36%|███▌ | 2625/7316 [00:25<00:29, 161.17it/s]\n2639 29.2664 : 36%|███▌ | 2643/7316 [00:25<00:28, 165.10it/s]\n2659 31.8245 : 36%|███▌ | 2643/7316 [00:25<00:28, 165.10it/s]\n2659 31.8245 : 36%|███▋ | 2661/7316 [00:25<00:27, 167.35it/s]\n2659 31.8245 : 37%|███▋ | 2679/7316 [00:26<00:27, 169.05it/s]\n2679 30.0449 : 37%|███▋ | 2679/7316 [00:26<00:27, 169.05it/s]\n2679 30.0449 : 37%|███▋ | 2698/7316 [00:26<00:26, 172.98it/s]\n2699 26.4384 : 37%|███▋ | 2698/7316 [00:26<00:26, 172.98it/s]\n2699 26.4384 : 37%|███▋ | 2717/7316 [00:26<00:25, 177.17it/s]\n2719 27.4466 : 37%|███▋ | 2717/7316 [00:26<00:25, 177.17it/s]\n2719 27.4466 : 37%|███▋ | 2736/7316 [00:26<00:25, 178.73it/s]\n2739 18.5536 : 37%|███▋ | 2736/7316 [00:26<00:25, 178.73it/s]\n2739 18.5536 : 38%|███▊ | 2754/7316 [00:26<00:28, 160.76it/s]\n2759 24.0449 : 38%|███▊ | 2754/7316 [00:26<00:28, 160.76it/s]\n2759 24.0449 : 38%|███▊ | 2771/7316 [00:26<00:29, 152.43it/s]\n2779 28.9003 : 38%|███▊ | 2771/7316 [00:26<00:29, 152.43it/s]\n2779 28.9003 : 38%|███▊ | 2787/7316 [00:26<00:29, 151.49it/s]\n2799 29.7112 : 38%|███▊ | 2787/7316 [00:26<00:29, 151.49it/s]\n2799 29.7112 : 38%|███▊ | 2803/7316 [00:26<00:30, 148.98it/s]\n2799 29.7112 : 39%|███▊ | 2819/7316 [00:27<00:30, 145.96it/s]\n2819 28.2373 : 39%|███▊ | 2819/7316 [00:27<00:30, 145.96it/s]\n2819 28.2373 : 39%|███▊ | 2834/7316 [00:27<00:30, 144.69it/s]\n2839 29.2290 : 39%|███▊ | 2834/7316 [00:27<00:30, 144.69it/s]\n2839 29.2290 : 39%|███▉ | 2850/7316 [00:27<00:30, 146.56it/s]\n2859 27.9664 : 39%|███▉ | 2850/7316 [00:27<00:30, 146.56it/s]\n2859 27.9664 : 39%|███▉ | 2866/7316 [00:27<00:29, 149.24it/s]\n2879 25.5785 : 39%|███▉ | 2866/7316 [00:27<00:29, 149.24it/s]\n2879 25.5785 : 39%|███▉ | 2882/7316 [00:27<00:29, 149.54it/s]\n2879 25.5785 : 40%|███▉ | 2897/7316 [00:27<00:30, 145.23it/s]\n2899 20.0345 : 40%|███▉ | 2897/7316 [00:27<00:30, 145.23it/s]\n2899 20.0345 : 40%|███▉ | 2912/7316 [00:27<00:34, 126.75it/s]\n2919 25.5232 : 40%|███▉ | 2912/7316 [00:27<00:34, 126.75it/s]\n2919 25.5232 : 40%|███▉ | 2926/7316 [00:27<00:35, 124.52it/s]\n2919 25.5232 : 40%|████ | 2939/7316 [00:27<00:35, 124.48it/s]\n2939 27.4949 : 40%|████ | 2939/7316 [00:27<00:35, 124.48it/s]\n2939 27.4949 : 40%|████ | 2952/7316 [00:28<00:35, 122.97it/s]\n2959 27.2722 : 40%|████ | 2952/7316 [00:28<00:35, 122.97it/s]\n2959 27.2722 : 41%|████ | 2965/7316 [00:28<00:35, 120.95it/s]\n2959 27.2722 : 41%|████ | 2978/7316 [00:28<00:36, 118.79it/s]\n2979 28.7646 : 41%|████ | 2978/7316 [00:28<00:36, 118.79it/s]\n2979 28.7646 : 41%|████ | 2990/7316 [00:28<00:36, 118.86it/s]\n2999 27.9093 : 41%|████ | 2990/7316 [00:28<00:36, 118.86it/s]\n2999 27.9093 : 41%|████ | 3003/7316 [00:28<00:35, 120.81it/s]\n2999 27.9093 : 41%|████ | 3017/7316 [00:28<00:34, 123.68it/s]\n3019 27.5474 : 41%|████ | 3017/7316 [00:28<00:34, 123.68it/s]\n3019 27.5474 : 41%|████▏ | 3030/7316 [00:28<00:34, 123.34it/s]\n3039 29.7511 : 41%|████▏ | 3030/7316 [00:28<00:34, 123.34it/s]\n3039 29.7511 : 42%|████▏ | 3043/7316 [00:28<00:34, 123.06it/s]\n3039 29.7511 : 42%|████▏ | 3056/7316 [00:28<00:39, 109.20it/s]\n3059 23.6439 : 42%|████▏ | 3056/7316 [00:28<00:39, 109.20it/s]\n3059 23.6439 : 42%|████▏ | 3068/7316 [00:29<00:41, 102.95it/s]\n3059 23.6439 : 42%|████▏ | 3079/7316 [00:29<00:41, 102.43it/s]\n3079 27.4334 : 42%|████▏ | 3079/7316 [00:29<00:41, 102.43it/s]\n3079 27.4334 : 42%|████▏ | 3090/7316 [00:29<00:41, 102.80it/s]\n3099 27.9584 : 42%|████▏ | 3090/7316 [00:29<00:41, 102.80it/s]\n3099 27.9584 : 42%|████▏ | 3101/7316 [00:29<00:41, 101.49it/s]\n3099 27.9584 : 43%|████▎ | 3112/7316 [00:29<00:41, 100.54it/s]\n3119 28.1542 : 43%|████▎ | 3112/7316 [00:29<00:41, 100.54it/s]\n3119 28.1542 : 43%|████▎ | 3123/7316 [00:29<00:42, 97.88it/s]\n3119 28.1542 : 43%|████▎ | 3133/7316 [00:29<00:42, 97.76it/s]\n3139 27.3822 : 43%|████▎ | 3133/7316 [00:29<00:42, 97.76it/s]\n3139 27.3822 : 43%|████▎ | 3143/7316 [00:29<00:42, 98.16it/s]\n3139 27.3822 : 43%|████▎ | 3154/7316 [00:29<00:41, 99.82it/s]\n3159 27.3317 : 43%|████▎ | 3154/7316 [00:29<00:41, 99.82it/s]\n3159 27.3317 : 43%|████▎ | 3165/7316 [00:30<00:40, 102.17it/s]\n3159 27.3317 : 43%|████▎ | 3176/7316 [00:30<00:40, 103.15it/s]\n3179 24.4578 : 43%|████▎ | 3176/7316 [00:30<00:40, 103.15it/s]\n3179 24.4578 : 44%|████▎ | 3187/7316 [00:30<00:40, 102.99it/s]\n3179 24.4578 : 44%|████▎ | 3198/7316 [00:30<00:40, 102.14it/s]\n3199 22.2915 : 44%|████▎ | 3198/7316 [00:30<00:40, 102.14it/s]\n3199 22.2915 : 44%|████▍ | 3209/7316 [00:30<00:45, 91.18it/s]\n3199 22.2915 : 44%|████▍ | 3219/7316 [00:30<00:46, 87.65it/s]\n3219 22.4980 : 44%|████▍ | 3219/7316 [00:30<00:46, 87.65it/s]\n3219 22.4980 : 44%|████▍ | 3229/7316 [00:30<00:45, 90.74it/s]\n3239 26.9826 : 44%|████▍ | 3229/7316 [00:30<00:45, 90.74it/s]\n3239 26.9826 : 44%|████▍ | 3241/7316 [00:30<00:42, 96.68it/s]\n3239 26.9826 : 44%|████▍ | 3253/7316 [00:30<00:40, 100.95it/s]\n3259 27.3522 : 44%|████▍ | 3253/7316 [00:31<00:40, 100.95it/s]\n3259 27.3522 : 45%|████▍ | 3264/7316 [00:31<00:39, 102.36it/s]\n3259 27.3522 : 45%|████▍ | 3275/7316 [00:31<00:39, 102.60it/s]\n3279 29.1625 : 45%|████▍ | 3275/7316 [00:31<00:39, 102.60it/s]\n3279 29.1625 : 45%|████▍ | 3286/7316 [00:31<00:39, 101.90it/s]\n3279 29.1625 : 45%|████▌ | 3297/7316 [00:31<00:39, 102.69it/s]\n3299 26.2026 : 45%|████▌ | 3297/7316 [00:31<00:39, 102.69it/s]\n3299 26.2026 : 45%|████▌ | 3308/7316 [00:31<00:38, 103.21it/s]\n3299 26.2026 : 45%|████▌ | 3319/7316 [00:31<00:38, 104.94it/s]\n3319 23.8605 : 45%|████▌ | 3319/7316 [00:31<00:38, 104.94it/s]\n3319 23.8605 : 46%|████▌ | 3331/7316 [00:31<00:37, 106.91it/s]\n3339 24.4881 : 46%|████▌ | 3331/7316 [00:31<00:37, 106.91it/s]\n3339 24.4881 : 46%|████▌ | 3342/7316 [00:31<00:37, 106.77it/s]\n3339 24.4881 : 46%|████▌ | 3353/7316 [00:31<00:37, 106.59it/s]\n3359 31.3037 : 46%|████▌ | 3353/7316 [00:31<00:37, 106.59it/s]\n3359 31.3037 : 46%|████▌ | 3364/7316 [00:32<00:40, 97.67it/s]\n3359 31.3037 : 46%|████▌ | 3375/7316 [00:32<00:39, 99.28it/s]\n3379 26.2141 : 46%|████▌ | 3375/7316 [00:32<00:39, 99.28it/s]\n3379 26.2141 : 46%|████▋ | 3388/7316 [00:32<00:36, 106.36it/s]\n3399 27.0459 : 46%|████▋ | 3388/7316 [00:32<00:36, 106.36it/s]\n3399 27.0459 : 46%|████▋ | 3401/7316 [00:32<00:34, 113.00it/s]\n3399 27.0459 : 47%|████▋ | 3414/7316 [00:32<00:33, 116.63it/s]\n3419 29.1366 : 47%|████▋ | 3414/7316 [00:32<00:33, 116.63it/s]\n3419 29.1366 : 47%|████▋ | 3426/7316 [00:32<00:33, 116.96it/s]\n3419 29.1366 : 47%|████▋ | 3438/7316 [00:32<00:33, 116.62it/s]\n3439 25.4344 : 47%|████▋ | 3438/7316 [00:32<00:33, 116.62it/s]\n3439 25.4344 : 47%|████▋ | 3450/7316 [00:32<00:32, 117.34it/s]\n3459 27.8313 : 47%|████▋ | 3450/7316 [00:32<00:32, 117.34it/s]\n3459 27.8313 : 47%|████▋ | 3463/7316 [00:32<00:32, 119.00it/s]\n3459 27.8313 : 48%|████▊ | 3477/7316 [00:32<00:31, 122.53it/s]\n3479 26.9086 : 48%|████▊ | 3477/7316 [00:32<00:31, 122.53it/s]\n3479 26.9086 : 48%|████▊ | 3490/7316 [00:33<00:31, 123.12it/s]\n3499 25.7705 : 48%|████▊ | 3490/7316 [00:33<00:31, 123.12it/s]\n3499 25.7705 : 48%|████▊ | 3503/7316 [00:33<00:31, 122.16it/s]\n3499 25.7705 : 48%|████▊ | 3516/7316 [00:33<00:32, 116.24it/s]\n3519 21.3306 : 48%|████▊ | 3516/7316 [00:33<00:32, 116.24it/s]\n3519 21.3306 : 48%|████▊ | 3529/7316 [00:33<00:31, 118.39it/s]\n3539 29.9520 : 48%|████▊ | 3529/7316 [00:33<00:31, 118.39it/s]\n3539 29.9520 : 48%|████▊ | 3544/7316 [00:33<00:29, 126.14it/s]\n3559 29.7553 : 48%|████▊ | 3544/7316 [00:33<00:29, 126.14it/s]\n3559 29.7553 : 49%|████▊ | 3560/7316 [00:33<00:28, 133.63it/s]\n3559 29.7553 : 49%|████▉ | 3575/7316 [00:33<00:27, 136.05it/s]\n3579 29.4567 : 49%|████▉ | 3575/7316 [00:33<00:27, 136.05it/s]\n3579 29.4567 : 49%|████▉ | 3589/7316 [00:33<00:27, 135.32it/s]\n3599 30.5685 : 49%|████▉ | 3589/7316 [00:33<00:27, 135.32it/s]\n3599 30.5685 : 49%|████▉ | 3604/7316 [00:33<00:26, 137.58it/s]\n3599 30.5685 : 49%|████▉ | 3619/7316 [00:34<00:26, 139.81it/s]\n3619 29.9522 : 49%|████▉ | 3619/7316 [00:34<00:26, 139.81it/s]\n3619 29.9522 : 50%|████▉ | 3635/7316 [00:34<00:25, 143.39it/s]\n3639 29.4550 : 50%|████▉ | 3635/7316 [00:34<00:25, 143.39it/s]\n3639 29.4550 : 50%|████▉ | 3650/7316 [00:34<00:25, 142.68it/s]\n3659 33.4161 : 50%|████▉ | 3650/7316 [00:34<00:25, 142.68it/s]\n3659 33.4161 : 50%|█████ | 3665/7316 [00:34<00:27, 134.66it/s]\n3659 33.4161 : 50%|█████ | 3679/7316 [00:34<00:28, 129.06it/s]\n3679 28.3569 : 50%|█████ | 3679/7316 [00:34<00:28, 129.06it/s]\n3679 28.3569 : 50%|█████ | 3694/7316 [00:34<00:27, 134.06it/s]\n3699 28.5351 : 50%|█████ | 3694/7316 [00:34<00:27, 134.06it/s]\n3699 28.5351 : 51%|█████ | 3710/7316 [00:34<00:25, 139.30it/s]\n3719 30.8945 : 51%|█████ | 3710/7316 [00:34<00:25, 139.30it/s]\n3719 30.8945 : 51%|█████ | 3725/7316 [00:34<00:25, 140.94it/s]\n3739 31.1700 : 51%|█████ | 3725/7316 [00:34<00:25, 140.94it/s]\n3739 31.1700 : 51%|█████ | 3740/7316 [00:34<00:25, 140.55it/s]\n3739 31.1700 : 51%|█████▏ | 3755/7316 [00:35<00:25, 141.00it/s]\n3759 29.0123 : 51%|█████▏ | 3755/7316 [00:35<00:25, 141.00it/s]\n3759 29.0123 : 52%|█████▏ | 3770/7316 [00:35<00:24, 143.38it/s]\n3779 28.6369 : 52%|█████▏ | 3770/7316 [00:35<00:24, 143.38it/s]\n3779 28.6369 : 52%|█████▏ | 3785/7316 [00:35<00:24, 144.86it/s]\n3799 28.8226 : 52%|█████▏ | 3785/7316 [00:35<00:24, 144.86it/s]\n3799 28.8226 : 52%|█████▏ | 3800/7316 [00:35<00:24, 145.45it/s]\n3799 28.8226 : 52%|█████▏ | 3815/7316 [00:35<00:25, 136.67it/s]\n3819 37.4131 : 52%|█████▏ | 3815/7316 [00:35<00:25, 136.67it/s]\n3819 37.4131 : 52%|█████▏ | 3829/7316 [00:35<00:28, 122.42it/s]\n3839 30.7698 : 52%|█████▏ | 3829/7316 [00:35<00:28, 122.42it/s]\n3839 30.7698 : 53%|█████▎ | 3842/7316 [00:35<00:28, 122.80it/s]\n3839 30.7698 : 53%|█████▎ | 3856/7316 [00:35<00:27, 125.25it/s]\n3859 30.0433 : 53%|█████▎ | 3856/7316 [00:35<00:27, 125.25it/s]\n3859 30.0433 : 53%|█████▎ | 3870/7316 [00:35<00:27, 127.26it/s]\n3879 26.7925 : 53%|█████▎ | 3870/7316 [00:35<00:27, 127.26it/s]\n3879 26.7925 : 53%|█████▎ | 3884/7316 [00:36<00:26, 128.19it/s]\n3879 26.7925 : 53%|█████▎ | 3897/7316 [00:36<00:26, 128.39it/s]\n3899 27.2560 : 53%|█████▎ | 3897/7316 [00:36<00:26, 128.39it/s]\n3899 27.2560 : 53%|█████▎ | 3911/7316 [00:36<00:26, 129.22it/s]\n3919 28.4139 : 53%|█████▎ | 3911/7316 [00:36<00:26, 129.22it/s]\n3919 28.4139 : 54%|█████▎ | 3925/7316 [00:36<00:25, 132.05it/s]\n3939 29.1601 : 54%|█████▎ | 3925/7316 [00:36<00:25, 132.05it/s]\n3939 29.1601 : 54%|█████▍ | 3940/7316 [00:36<00:24, 135.42it/s]\n3939 29.1601 : 54%|█████▍ | 3954/7316 [00:36<00:24, 135.82it/s]\n3959 28.8076 : 54%|█████▍ | 3954/7316 [00:36<00:24, 135.82it/s]\n3959 28.8076 : 54%|█████▍ | 3968/7316 [00:36<00:27, 122.95it/s]\n3979 27.0024 : 54%|█████▍ | 3968/7316 [00:36<00:27, 122.95it/s]\n3979 27.0024 : 54%|█████▍ | 3981/7316 [00:36<00:31, 105.70it/s]\n3979 27.0024 : 55%|█████▍ | 3993/7316 [00:36<00:31, 103.86it/s]\n3999 27.8627 : 55%|█████▍ | 3993/7316 [00:37<00:31, 103.86it/s]\n3999 27.8627 : 55%|█████▍ | 4004/7316 [00:37<00:31, 104.69it/s]\n3999 27.8627 : 55%|█████▍ | 4016/7316 [00:37<00:30, 106.91it/s]\n4019 30.1649 : 55%|█████▍ | 4016/7316 [00:37<00:30, 106.91it/s]\n4019 30.1649 : 55%|█████▌ | 4027/7316 [00:37<00:30, 107.04it/s]\n4019 30.1649 : 55%|█████▌ | 4038/7316 [00:37<00:30, 107.18it/s]\n4039 30.4728 : 55%|█████▌ | 4038/7316 [00:37<00:30, 107.18it/s]\n4039 30.4728 : 55%|█████▌ | 4049/7316 [00:37<00:31, 105.34it/s]\n4059 30.2454 : 55%|█████▌ | 4049/7316 [00:37<00:31, 105.34it/s]\n4059 30.2454 : 56%|█████▌ | 4061/7316 [00:37<00:30, 106.91it/s]\n4059 30.2454 : 56%|█████▌ | 4073/7316 [00:37<00:29, 110.00it/s]\n4079 29.3678 : 56%|█████▌ | 4073/7316 [00:37<00:29, 110.00it/s]\n4079 29.3678 : 56%|█████▌ | 4086/7316 [00:37<00:28, 113.79it/s]\n4079 29.3678 : 56%|█████▌ | 4098/7316 [00:37<00:27, 115.55it/s]\n4099 29.0108 : 56%|█████▌ | 4098/7316 [00:37<00:27, 115.55it/s]\n4099 29.0108 : 56%|█████▌ | 4110/7316 [00:37<00:27, 115.28it/s]\n4119 31.1837 : 56%|█████▌ | 4110/7316 [00:38<00:27, 115.28it/s]\n4119 31.1837 : 56%|█████▋ | 4122/7316 [00:38<00:32, 98.58it/s]\n4119 31.1837 : 56%|█████▋ | 4133/7316 [00:38<00:37, 85.03it/s]\n4139 27.6205 : 56%|█████▋ | 4133/7316 [00:38<00:37, 85.03it/s]\n4139 27.6205 : 57%|█████▋ | 4143/7316 [00:38<00:38, 83.03it/s]\n4139 27.6205 : 57%|█████▋ | 4152/7316 [00:38<00:37, 83.88it/s]\n4159 27.6149 : 57%|█████▋ | 4152/7316 [00:38<00:37, 83.88it/s]\n4159 27.6149 : 57%|█████▋ | 4162/7316 [00:38<00:36, 86.23it/s]\n4159 27.6149 : 57%|█████▋ | 4172/7316 [00:38<00:35, 87.46it/s]\n4179 27.0102 : 57%|█████▋ | 4172/7316 [00:38<00:35, 87.46it/s]\n4179 27.0102 : 57%|█████▋ | 4181/7316 [00:38<00:35, 87.55it/s]\n4179 27.0102 : 57%|█████▋ | 4190/7316 [00:38<00:35, 87.81it/s]\n4179 27.0102 : 57%|█████▋ | 4199/7316 [00:39<00:35, 87.39it/s]\n4199 26.2546 : 57%|█████▋ | 4199/7316 [00:39<00:35, 87.39it/s]\n4199 26.2546 : 58%|█████▊ | 4209/7316 [00:39<00:35, 88.76it/s]\n4199 26.2546 : 58%|█████▊ | 4219/7316 [00:39<00:34, 90.14it/s]\n4219 28.0423 : 58%|█████▊ | 4219/7316 [00:39<00:34, 90.14it/s]\n4219 28.0423 : 58%|█████▊ | 4229/7316 [00:39<00:33, 92.87it/s]\n4239 27.4986 : 58%|█████▊ | 4229/7316 [00:39<00:33, 92.87it/s]\n4239 27.4986 : 58%|█████▊ | 4240/7316 [00:39<00:32, 95.11it/s]\n4239 27.4986 : 58%|█████▊ | 4250/7316 [00:39<00:32, 95.74it/s]\n4259 28.2884 : 58%|█████▊ | 4250/7316 [00:39<00:32, 95.74it/s]\n4259 28.2884 : 58%|█████▊ | 4260/7316 [00:39<00:31, 95.99it/s]\n4259 28.2884 : 58%|█████▊ | 4270/7316 [00:39<00:32, 92.48it/s]\n4279 20.4691 : 58%|█████▊ | 4270/7316 [00:40<00:32, 92.48it/s]\n4279 20.4691 : 59%|█████▊ | 4280/7316 [00:40<00:38, 79.79it/s]\n4279 20.4691 : 59%|█████▊ | 4289/7316 [00:40<00:38, 78.16it/s]\n4279 20.4691 : 59%|█████▊ | 4298/7316 [00:40<00:37, 80.19it/s]\n4299 27.0175 : 59%|█████▊ | 4298/7316 [00:40<00:37, 80.19it/s]\n4299 27.0175 : 59%|█████▉ | 4307/7316 [00:40<00:36, 82.22it/s]\n4299 27.0175 : 59%|█████▉ | 4317/7316 [00:40<00:35, 84.70it/s]\n4319 28.3814 : 59%|█████▉ | 4317/7316 [00:40<00:35, 84.70it/s]\n4319 28.3814 : 59%|█████▉ | 4326/7316 [00:40<00:35, 84.33it/s]\n4319 28.3814 : 59%|█████▉ | 4335/7316 [00:40<00:35, 84.49it/s]\n4339 27.8657 : 59%|█████▉ | 4335/7316 [00:40<00:35, 84.49it/s]\n4339 27.8657 : 59%|█████▉ | 4344/7316 [00:40<00:35, 84.26it/s]\n4339 27.8657 : 59%|█████▉ | 4353/7316 [00:40<00:35, 83.66it/s]\n4359 25.6859 : 59%|█████▉ | 4353/7316 [00:40<00:35, 83.66it/s]\n4359 25.6859 : 60%|█████▉ | 4362/7316 [00:40<00:34, 84.61it/s]\n4359 25.6859 : 60%|█████▉ | 4371/7316 [00:41<00:34, 85.67it/s]\n4379 25.6939 : 60%|█████▉ | 4371/7316 [00:41<00:34, 85.67it/s]\n4379 25.6939 : 60%|█████▉ | 4381/7316 [00:41<00:33, 87.88it/s]\n4379 25.6939 : 60%|██████ | 4391/7316 [00:41<00:32, 90.91it/s]\n4399 26.6202 : 60%|██████ | 4391/7316 [00:41<00:32, 90.91it/s]\n4399 26.6202 : 60%|██████ | 4401/7316 [00:41<00:31, 91.44it/s]\n4399 26.6202 : 60%|██████ | 4411/7316 [00:41<00:32, 89.32it/s]\n4419 23.7449 : 60%|██████ | 4411/7316 [00:41<00:32, 89.32it/s]\n4419 23.7449 : 60%|██████ | 4420/7316 [00:41<00:33, 86.21it/s]\n4419 23.7449 : 61%|██████ | 4429/7316 [00:41<00:36, 78.80it/s]\n4419 23.7449 : 61%|██████ | 4438/7316 [00:41<00:37, 77.71it/s]\n4439 28.8889 : 61%|██████ | 4438/7316 [00:41<00:37, 77.71it/s]\n4439 28.8889 : 61%|██████ | 4447/7316 [00:41<00:35, 80.53it/s]\n4439 28.8889 : 61%|██████ | 4457/7316 [00:42<00:33, 84.79it/s]\n4459 27.2732 : 61%|██████ | 4457/7316 [00:42<00:33, 84.79it/s]\n4459 27.2732 : 61%|██████ | 4467/7316 [00:42<00:32, 87.80it/s]\n4459 27.2732 : 61%|██████ | 4477/7316 [00:42<00:31, 90.29it/s]\n4479 30.8573 : 61%|██████ | 4477/7316 [00:42<00:31, 90.29it/s]\n4479 30.8573 : 61%|██████▏ | 4487/7316 [00:42<00:31, 89.93it/s]\n4479 30.8573 : 61%|██████▏ | 4497/7316 [00:42<00:31, 89.47it/s]\n4499 32.1385 : 61%|██████▏ | 4497/7316 [00:42<00:31, 89.47it/s]\n4499 32.1385 : 62%|██████▏ | 4506/7316 [00:42<00:31, 89.11it/s]\n4499 32.1385 : 62%|██████▏ | 4516/7316 [00:42<00:30, 90.37it/s]\n4519 29.6962 : 62%|██████▏ | 4516/7316 [00:42<00:30, 90.37it/s]\n4519 29.6962 : 62%|██████▏ | 4526/7316 [00:42<00:30, 92.48it/s]\n4519 29.6962 : 62%|██████▏ | 4536/7316 [00:42<00:29, 94.59it/s]\n4539 26.7920 : 62%|██████▏ | 4536/7316 [00:42<00:29, 94.59it/s]\n4539 26.7920 : 62%|██████▏ | 4547/7316 [00:43<00:28, 96.41it/s]\n4539 26.7920 : 62%|██████▏ | 4557/7316 [00:43<00:28, 96.48it/s]\n4559 28.0111 : 62%|██████▏ | 4557/7316 [00:43<00:28, 96.48it/s]\n4559 28.0111 : 62%|██████▏ | 4567/7316 [00:43<00:29, 94.26it/s]\n4559 28.0111 : 63%|██████▎ | 4577/7316 [00:43<00:31, 88.18it/s]\n4579 26.8744 : 63%|██████▎ | 4577/7316 [00:43<00:31, 88.18it/s]\n4579 26.8744 : 63%|██████▎ | 4586/7316 [00:43<00:31, 85.36it/s]\n4579 26.8744 : 63%|██████▎ | 4596/7316 [00:43<00:31, 87.58it/s]\n4599 27.3732 : 63%|██████▎ | 4596/7316 [00:43<00:31, 87.58it/s]\n4599 27.3732 : 63%|██████▎ | 4607/7316 [00:43<00:29, 92.26it/s]\n4599 27.3732 : 63%|██████▎ | 4618/7316 [00:43<00:28, 95.25it/s]\n4619 28.5092 : 63%|██████▎ | 4618/7316 [00:43<00:28, 95.25it/s]\n4619 28.5092 : 63%|██████▎ | 4629/7316 [00:43<00:27, 97.27it/s]\n4619 28.5092 : 63%|██████▎ | 4639/7316 [00:44<00:27, 97.26it/s]\n4639 28.3369 : 63%|██████▎ | 4639/7316 [00:44<00:27, 97.26it/s]\n4639 28.3369 : 64%|██████▎ | 4649/7316 [00:44<00:27, 96.93it/s]\n4639 28.3369 : 64%|██████▎ | 4659/7316 [00:44<00:27, 95.60it/s]\n4659 23.9491 : 64%|██████▎ | 4659/7316 [00:44<00:27, 95.60it/s]\n4659 23.9491 : 64%|██████▍ | 4670/7316 [00:44<00:27, 97.11it/s]\n4679 28.2076 : 64%|██████▍ | 4670/7316 [00:44<00:27, 97.11it/s]\n4679 28.2076 : 64%|██████▍ | 4681/7316 [00:44<00:26, 98.07it/s]\n4679 28.2076 : 64%|██████▍ | 4691/7316 [00:44<00:26, 98.45it/s]\n4699 27.7535 : 64%|██████▍ | 4691/7316 [00:44<00:26, 98.45it/s]\n4699 27.7535 : 64%|██████▍ | 4702/7316 [00:44<00:25, 100.61it/s]\n4699 27.7535 : 64%|██████▍ | 4713/7316 [00:44<00:26, 100.03it/s]\n4719 28.1342 : 64%|██████▍ | 4713/7316 [00:44<00:26, 100.03it/s]\n4719 28.1342 : 65%|██████▍ | 4724/7316 [00:44<00:26, 98.64it/s]\n4719 28.1342 : 65%|██████▍ | 4734/7316 [00:45<00:28, 90.10it/s]\n4739 23.8757 : 65%|██████▍ | 4734/7316 [00:45<00:28, 90.10it/s]\n4739 23.8757 : 65%|██████▍ | 4744/7316 [00:45<00:28, 89.84it/s]\n4739 23.8757 : 65%|██████▍ | 4754/7316 [00:45<00:27, 92.21it/s]\n4759 30.4356 : 65%|██████▍ | 4754/7316 [00:45<00:27, 92.21it/s]\n4759 30.4356 : 65%|██████▌ | 4764/7316 [00:45<00:27, 94.29it/s]\n4759 30.4356 : 65%|██████▌ | 4775/7316 [00:45<00:26, 97.36it/s]\n4779 28.7547 : 65%|██████▌ | 4775/7316 [00:45<00:26, 97.36it/s]\n4779 28.7547 : 65%|██████▌ | 4785/7316 [00:45<00:25, 97.46it/s]\n4779 28.7547 : 66%|██████▌ | 4795/7316 [00:45<00:25, 97.25it/s]\n4799 30.6134 : 66%|██████▌ | 4795/7316 [00:45<00:25, 97.25it/s]\n4799 30.6134 : 66%|██████▌ | 4805/7316 [00:45<00:26, 95.11it/s]\n4799 30.6134 : 66%|██████▌ | 4815/7316 [00:45<00:26, 95.96it/s]\n4819 28.7514 : 66%|██████▌ | 4815/7316 [00:45<00:26, 95.96it/s]\n4819 28.7514 : 66%|██████▌ | 4826/7316 [00:45<00:25, 97.36it/s]\n4819 28.7514 : 66%|██████▌ | 4837/7316 [00:46<00:25, 98.51it/s]\n4839 28.0441 : 66%|██████▌ | 4837/7316 [00:46<00:25, 98.51it/s]\n4839 28.0441 : 66%|██████▋ | 4848/7316 [00:46<00:24, 99.17it/s]\n4839 28.0441 : 66%|██████▋ | 4859/7316 [00:46<00:24, 99.80it/s]\n4859 28.4093 : 66%|██████▋ | 4859/7316 [00:46<00:24, 99.80it/s]\n4859 28.4093 : 67%|██████▋ | 4869/7316 [00:46<00:24, 98.28it/s]\n4859 28.4093 : 67%|██████▋ | 4879/7316 [00:46<00:26, 93.57it/s]\n4879 32.0469 : 67%|██████▋ | 4879/7316 [00:46<00:26, 93.57it/s]\n4879 32.0469 : 67%|██████▋ | 4889/7316 [00:46<00:27, 86.79it/s]\n4879 32.0469 : 67%|██████▋ | 4898/7316 [00:46<00:27, 87.15it/s]\n4899 27.2565 : 67%|██████▋ | 4898/7316 [00:46<00:27, 87.15it/s]\n4899 27.2565 : 67%|██████▋ | 4908/7316 [00:46<00:26, 90.46it/s]\n4899 27.2565 : 67%|██████▋ | 4919/7316 [00:46<00:25, 93.98it/s]\n4919 28.8267 : 67%|██████▋ | 4919/7316 [00:46<00:25, 93.98it/s]\n4919 28.8267 : 67%|██████▋ | 4929/7316 [00:47<00:25, 94.37it/s]\n4919 28.8267 : 68%|██████▊ | 4939/7316 [00:47<00:25, 94.27it/s]\n4939 29.3612 : 68%|██████▊ | 4939/7316 [00:47<00:25, 94.27it/s]\n4939 29.3612 : 68%|██████▊ | 4949/7316 [00:47<00:25, 93.03it/s]\n4939 29.3612 : 68%|██████▊ | 4959/7316 [00:47<00:25, 91.56it/s]\n4959 27.1567 : 68%|██████▊ | 4959/7316 [00:47<00:25, 91.56it/s]\n4959 27.1567 : 68%|██████▊ | 4969/7316 [00:47<00:25, 91.92it/s]\n4959 27.1567 : 68%|██████▊ | 4979/7316 [00:47<00:25, 92.73it/s]\n4979 30.1780 : 68%|██████▊ | 4979/7316 [00:47<00:25, 92.73it/s]\n4979 30.1780 : 68%|██████▊ | 4989/7316 [00:47<00:24, 93.82it/s]\n4999 27.8343 : 68%|██████▊ | 4989/7316 [00:47<00:24, 93.82it/s]\n4999 27.8343 : 68%|██████▊ | 5000/7316 [00:47<00:24, 95.92it/s]\n4999 27.8343 : 68%|██████▊ | 5011/7316 [00:47<00:23, 97.20it/s]\n5019 26.1285 : 68%|██████▊ | 5011/7316 [00:48<00:23, 97.20it/s]\n5019 26.1285 : 69%|██████▊ | 5021/7316 [00:48<00:23, 95.77it/s]\n5019 26.1285 : 69%|██████▉ | 5031/7316 [00:48<00:24, 92.25it/s]\n5039 24.3172 : 69%|██████▉ | 5031/7316 [00:48<00:24, 92.25it/s]\n5039 24.3172 : 69%|██████▉ | 5041/7316 [00:48<00:27, 83.75it/s]\n5039 24.3172 : 69%|██████▉ | 5050/7316 [00:48<00:27, 83.62it/s]\n5059 24.9644 : 69%|██████▉ | 5050/7316 [00:48<00:27, 83.62it/s]\n5059 24.9644 : 69%|██████▉ | 5060/7316 [00:48<00:26, 85.91it/s]\n5059 24.9644 : 69%|██████▉ | 5070/7316 [00:48<00:25, 87.87it/s]\n5079 26.7928 : 69%|██████▉ | 5070/7316 [00:48<00:25, 87.87it/s]\n5079 26.7928 : 69%|██████▉ | 5080/7316 [00:48<00:25, 88.42it/s]\n5079 26.7928 : 70%|██████▉ | 5089/7316 [00:48<00:25, 88.10it/s]\n5079 26.7928 : 70%|██████▉ | 5098/7316 [00:48<00:25, 86.60it/s]\n5099 24.1410 : 70%|██████▉ | 5098/7316 [00:49<00:25, 86.60it/s]\n5099 24.1410 : 70%|██████▉ | 5107/7316 [00:49<00:25, 85.05it/s]\n5099 24.1410 : 70%|██████▉ | 5116/7316 [00:49<00:26, 84.11it/s]\n5119 24.8400 : 70%|██████▉ | 5116/7316 [00:49<00:26, 84.11it/s]\n5119 24.8400 : 70%|███████ | 5125/7316 [00:49<00:25, 84.79it/s]\n5119 24.8400 : 70%|███████ | 5134/7316 [00:49<00:25, 85.02it/s]\n5139 25.9735 : 70%|███████ | 5134/7316 [00:49<00:25, 85.02it/s]\n5139 25.9735 : 70%|███████ | 5144/7316 [00:49<00:25, 86.58it/s]\n5139 25.9735 : 70%|███████ | 5154/7316 [00:49<00:24, 88.40it/s]\n5159 25.7750 : 70%|███████ | 5154/7316 [00:49<00:24, 88.40it/s]\n5159 25.7750 : 71%|███████ | 5164/7316 [00:49<00:24, 89.26it/s]\n5159 25.7750 : 71%|███████ | 5173/7316 [00:49<00:24, 88.30it/s]\n5179 25.5453 : 71%|███████ | 5173/7316 [00:49<00:24, 88.30it/s]\n5179 25.5453 : 71%|███████ | 5182/7316 [00:49<00:24, 85.92it/s]\n5179 25.5453 : 71%|███████ | 5191/7316 [00:50<00:27, 77.87it/s]\n5179 25.5453 : 71%|███████ | 5199/7316 [00:50<00:27, 77.28it/s]\n5199 27.0702 : 71%|███████ | 5199/7316 [00:50<00:27, 77.28it/s]\n5199 27.0702 : 71%|███████ | 5208/7316 [00:50<00:26, 78.69it/s]\n5199 27.0702 : 71%|███████▏ | 5217/7316 [00:50<00:25, 81.07it/s]\n5219 26.3679 : 71%|███████▏ | 5217/7316 [00:50<00:25, 81.07it/s]\n5219 26.3679 : 71%|███████▏ | 5227/7316 [00:50<00:24, 83.76it/s]\n5219 26.3679 : 72%|███████▏ | 5236/7316 [00:50<00:24, 84.31it/s]\n5239 25.9899 : 72%|███████▏ | 5236/7316 [00:50<00:24, 84.31it/s]\n5239 25.9899 : 72%|███████▏ | 5245/7316 [00:50<00:24, 83.18it/s]\n5239 25.9899 : 72%|███████▏ | 5254/7316 [00:50<00:24, 82.54it/s]\n5259 28.3054 : 72%|███████▏ | 5254/7316 [00:50<00:24, 82.54it/s]\n5259 28.3054 : 72%|███████▏ | 5263/7316 [00:50<00:25, 80.40it/s]\n5259 28.3054 : 72%|███████▏ | 5272/7316 [00:51<00:25, 80.79it/s]\n5279 26.1480 : 72%|███████▏ | 5272/7316 [00:51<00:25, 80.79it/s]\n5279 26.1480 : 72%|███████▏ | 5281/7316 [00:51<00:25, 81.31it/s]\n5279 26.1480 : 72%|███████▏ | 5290/7316 [00:51<00:24, 82.43it/s]\n5279 26.1480 : 72%|███████▏ | 5299/7316 [00:51<00:24, 83.37it/s]\n5299 25.7364 : 72%|███████▏ | 5299/7316 [00:51<00:24, 83.37it/s]\n5299 25.7364 : 73%|███████▎ | 5308/7316 [00:51<00:23, 84.93it/s]\n5299 25.7364 : 73%|███████▎ | 5317/7316 [00:51<00:23, 85.29it/s]\n5319 27.2566 : 73%|███████▎ | 5317/7316 [00:51<00:23, 85.29it/s]\n5319 27.2566 : 73%|███████▎ | 5326/7316 [00:51<00:23, 84.48it/s]\n5319 27.2566 : 73%|███████▎ | 5335/7316 [00:51<00:24, 82.34it/s]\n5339 30.4137 : 73%|███████▎ | 5335/7316 [00:51<00:24, 82.34it/s]\n5339 30.4137 : 73%|███████▎ | 5344/7316 [00:51<00:24, 79.90it/s]\n5339 30.4137 : 73%|███████▎ | 5353/7316 [00:52<00:25, 76.70it/s]\n5359 24.8503 : 73%|███████▎ | 5353/7316 [00:52<00:25, 76.70it/s]\n5359 24.8503 : 73%|███████▎ | 5361/7316 [00:52<00:25, 77.26it/s]\n5359 24.8503 : 73%|███████▎ | 5371/7316 [00:52<00:23, 83.27it/s]\n5379 24.4698 : 73%|███████▎ | 5371/7316 [00:52<00:23, 83.27it/s]\n5379 24.4698 : 74%|███████▎ | 5382/7316 [00:52<00:21, 90.42it/s]\n5379 24.4698 : 74%|███████▎ | 5393/7316 [00:52<00:20, 95.10it/s]\n5399 21.4695 : 74%|███████▎ | 5393/7316 [00:52<00:20, 95.10it/s]\n5399 21.4695 : 74%|███████▍ | 5404/7316 [00:52<00:19, 98.20it/s]\n5399 21.4695 : 74%|███████▍ | 5415/7316 [00:52<00:19, 98.99it/s]\n5419 24.1978 : 74%|███████▍ | 5415/7316 [00:52<00:19, 98.99it/s]\n5419 24.1978 : 74%|███████▍ | 5426/7316 [00:52<00:18, 100.47it/s]\n5419 24.1978 : 74%|███████▍ | 5437/7316 [00:52<00:18, 101.01it/s]\n5439 24.2664 : 74%|███████▍ | 5437/7316 [00:52<00:18, 101.01it/s]\n5439 24.2664 : 74%|███████▍ | 5449/7316 [00:53<00:17, 104.30it/s]\n5459 22.9382 : 74%|███████▍ | 5449/7316 [00:53<00:17, 104.30it/s]\n5459 22.9382 : 75%|███████▍ | 5461/7316 [00:53<00:17, 106.60it/s]\n5459 22.9382 : 75%|███████▍ | 5473/7316 [00:53<00:17, 107.75it/s]\n5479 24.7985 : 75%|███████▍ | 5473/7316 [00:53<00:17, 107.75it/s]\n5479 24.7985 : 75%|███████▍ | 5484/7316 [00:53<00:16, 108.34it/s]\n5479 24.7985 : 75%|███████▌ | 5495/7316 [00:53<00:17, 104.61it/s]\n5499 30.0953 : 75%|███████▌ | 5495/7316 [00:53<00:17, 104.61it/s]\n5499 30.0953 : 75%|███████▌ | 5506/7316 [00:53<00:18, 98.78it/s]\n5499 30.0953 : 75%|███████▌ | 5517/7316 [00:53<00:17, 100.12it/s]\n5519 26.3078 : 75%|███████▌ | 5517/7316 [00:53<00:17, 100.12it/s]\n5519 26.3078 : 76%|███████▌ | 5530/7316 [00:53<00:16, 108.05it/s]\n5539 26.6570 : 76%|███████▌ | 5530/7316 [00:53<00:16, 108.05it/s]\n5539 26.6570 : 76%|███████▌ | 5543/7316 [00:53<00:15, 113.84it/s]\n5539 26.6570 : 76%|███████▌ | 5556/7316 [00:53<00:14, 117.69it/s]\n5559 27.5914 : 76%|███████▌ | 5556/7316 [00:54<00:14, 117.69it/s]\n5559 27.5914 : 76%|███████▌ | 5568/7316 [00:54<00:14, 117.07it/s]\n5579 28.7055 : 76%|███████▌ | 5568/7316 [00:54<00:14, 117.07it/s]\n5579 28.7055 : 76%|███████▋ | 5580/7316 [00:54<00:14, 117.75it/s]\n5579 28.7055 : 76%|███████▋ | 5593/7316 [00:54<00:14, 119.91it/s]\n5599 24.8571 : 76%|███████▋ | 5593/7316 [00:54<00:14, 119.91it/s]\n5599 24.8571 : 77%|███████▋ | 5606/7316 [00:54<00:13, 122.54it/s]\n5599 24.8571 : 77%|███████▋ | 5619/7316 [00:54<00:13, 124.48it/s]\n5619 27.2038 : 77%|███████▋ | 5619/7316 [00:54<00:13, 124.48it/s]\n5619 27.2038 : 77%|███████▋ | 5632/7316 [00:54<00:13, 124.12it/s]\n5639 30.8447 : 77%|███████▋ | 5632/7316 [00:54<00:13, 124.12it/s]\n5639 30.8447 : 77%|███████▋ | 5645/7316 [00:54<00:14, 118.31it/s]\n5639 30.8447 : 77%|███████▋ | 5657/7316 [00:54<00:15, 109.09it/s]\n5659 36.8852 : 77%|███████▋ | 5657/7316 [00:54<00:15, 109.09it/s]\n5659 36.8852 : 77%|███████▋ | 5669/7316 [00:54<00:15, 108.62it/s]\n5679 28.2330 : 77%|███████▋ | 5669/7316 [00:55<00:15, 108.62it/s]\n5679 28.2330 : 78%|███████▊ | 5682/7316 [00:55<00:14, 113.58it/s]\n5679 28.2330 : 78%|███████▊ | 5696/7316 [00:55<00:13, 118.27it/s]\n5699 28.3044 : 78%|███████▊ | 5696/7316 [00:55<00:13, 118.27it/s]\n5699 28.3044 : 78%|███████▊ | 5709/7316 [00:55<00:13, 120.78it/s]\n5719 29.8685 : 78%|███████▊ | 5709/7316 [00:55<00:13, 120.78it/s]\n5719 29.8685 : 78%|███████▊ | 5722/7316 [00:55<00:13, 119.58it/s]\n5719 29.8685 : 78%|███████▊ | 5735/7316 [00:55<00:13, 119.71it/s]\n5739 27.2689 : 78%|███████▊ | 5735/7316 [00:55<00:13, 119.71it/s]\n5739 27.2689 : 79%|███████▊ | 5748/7316 [00:55<00:12, 121.06it/s]\n5759 31.0588 : 79%|███████▊ | 5748/7316 [00:55<00:12, 121.06it/s]\n5759 31.0588 : 79%|███████▊ | 5761/7316 [00:55<00:12, 123.11it/s]\n5759 31.0588 : 79%|███████▉ | 5774/7316 [00:55<00:12, 124.67it/s]\n5779 28.2703 : 79%|███████▉ | 5774/7316 [00:55<00:12, 124.67it/s]\n5779 28.2703 : 79%|███████▉ | 5787/7316 [00:55<00:12, 124.27it/s]\n5799 33.7529 : 79%|███████▉ | 5787/7316 [00:56<00:12, 124.27it/s]\n5799 33.7529 : 79%|███████▉ | 5800/7316 [00:56<00:14, 106.68it/s]\n5799 33.7529 : 79%|███████▉ | 5812/7316 [00:56<00:16, 93.45it/s]\n5819 28.0761 : 79%|███████▉ | 5812/7316 [00:56<00:16, 93.45it/s]\n5819 28.0761 : 80%|███████▉ | 5822/7316 [00:56<00:16, 91.73it/s]\n5819 28.0761 : 80%|███████▉ | 5832/7316 [00:56<00:15, 93.65it/s]\n5839 28.2640 : 80%|███████▉ | 5832/7316 [00:56<00:15, 93.65it/s]\n5839 28.2640 : 80%|███████▉ | 5843/7316 [00:56<00:15, 96.97it/s]\n5839 28.2640 : 80%|████████ | 5854/7316 [00:56<00:14, 99.09it/s]\n5859 29.4960 : 80%|████████ | 5854/7316 [00:56<00:14, 99.09it/s]\n5859 29.4960 : 80%|████████ | 5865/7316 [00:56<00:14, 99.51it/s]\n5859 29.4960 : 80%|████████ | 5876/7316 [00:56<00:14, 98.50it/s]\n5879 28.8571 : 80%|████████ | 5876/7316 [00:56<00:14, 98.50it/s]\n5879 28.8571 : 80%|████████ | 5887/7316 [00:57<00:14, 99.54it/s]\n5879 28.8571 : 81%|████████ | 5898/7316 [00:57<00:14, 100.18it/s]\n5899 28.2649 : 81%|████████ | 5898/7316 [00:57<00:14, 100.18it/s]\n5899 28.2649 : 81%|████████ | 5909/7316 [00:57<00:13, 102.51it/s]\n5919 28.2335 : 81%|████████ | 5909/7316 [00:57<00:13, 102.51it/s]\n5919 28.2335 : 81%|████████ | 5920/7316 [00:57<00:13, 104.33it/s]\n5919 28.2335 : 81%|████████ | 5931/7316 [00:57<00:13, 105.28it/s]\n5939 29.7996 : 81%|████████ | 5931/7316 [00:57<00:13, 105.28it/s]\n5939 29.7996 : 81%|████████ | 5942/7316 [00:57<00:13, 105.14it/s]\n5939 29.7996 : 81%|████████▏ | 5953/7316 [00:57<00:14, 96.25it/s]\n5959 31.6902 : 81%|████████▏ | 5953/7316 [00:57<00:14, 96.25it/s]\n5959 31.6902 : 82%|████████▏ | 5963/7316 [00:57<00:14, 92.61it/s]\n5959 31.6902 : 82%|████████▏ | 5974/7316 [00:57<00:13, 96.96it/s]\n5979 30.5827 : 82%|████████▏ | 5974/7316 [00:57<00:13, 96.96it/s]\n5979 30.5827 : 82%|████████▏ | 5986/7316 [00:57<00:12, 102.70it/s]\n5979 30.5827 : 82%|████████▏ | 5999/7316 [00:58<00:12, 108.10it/s]\n5999 29.0211 : 82%|████████▏ | 5999/7316 [00:58<00:12, 108.10it/s]\n5999 29.0211 : 82%|████████▏ | 6011/7316 [00:58<00:11, 110.96it/s]\n6019 30.4022 : 82%|████████▏ | 6011/7316 [00:58<00:11, 110.96it/s]\n6019 30.4022 : 82%|████████▏ | 6023/7316 [00:58<00:11, 111.19it/s]\n6019 30.4022 : 82%|████████▏ | 6035/7316 [00:58<00:11, 112.06it/s]\n6039 29.1258 : 82%|████████▏ | 6035/7316 [00:58<00:11, 112.06it/s]\n6039 29.1258 : 83%|████████▎ | 6047/7316 [00:58<00:11, 113.59it/s]\n6059 26.1708 : 83%|████████▎ | 6047/7316 [00:58<00:11, 113.59it/s]\n6059 26.1708 : 83%|████████▎ | 6060/7316 [00:58<00:10, 117.34it/s]\n6059 26.1708 : 83%|████████▎ | 6073/7316 [00:58<00:10, 120.33it/s]\n6079 27.8678 : 83%|████████▎ | 6073/7316 [00:58<00:10, 120.33it/s]\n6079 27.8678 : 83%|████████▎ | 6086/7316 [00:58<00:10, 121.56it/s]\n6079 27.8678 : 83%|████████▎ | 6099/7316 [00:58<00:10, 120.22it/s]\n6099 35.1387 : 83%|████████▎ | 6099/7316 [00:58<00:10, 120.22it/s]\n6099 35.1387 : 84%|████████▎ | 6112/7316 [00:59<00:10, 114.04it/s]\n6119 29.4653 : 84%|████████▎ | 6112/7316 [00:59<00:10, 114.04it/s]\n6119 29.4653 : 84%|████████▎ | 6125/7316 [00:59<00:10, 117.70it/s]\n6139 28.8233 : 84%|████████▎ | 6125/7316 [00:59<00:10, 117.70it/s]\n6139 28.8233 : 84%|████████▍ | 6140/7316 [00:59<00:09, 125.37it/s]\n6139 28.8233 : 84%|████████▍ | 6156/7316 [00:59<00:08, 133.01it/s]\n6159 28.6452 : 84%|████████▍ | 6156/7316 [00:59<00:08, 133.01it/s]\n6159 28.6452 : 84%|████████▍ | 6171/7316 [00:59<00:08, 135.68it/s]\n6179 30.7889 : 84%|████████▍ | 6171/7316 [00:59<00:08, 135.68it/s]\n6179 30.7889 : 85%|████████▍ | 6185/7316 [00:59<00:08, 136.07it/s]\n6199 30.4935 : 85%|████████▍ | 6185/7316 [00:59<00:08, 136.07it/s]\n6199 30.4935 : 85%|████████▍ | 6200/7316 [00:59<00:08, 138.35it/s]\n6199 30.4935 : 85%|████████▍ | 6216/7316 [00:59<00:07, 143.84it/s]\n6219 31.3467 : 85%|████████▍ | 6216/7316 [00:59<00:07, 143.84it/s]\n6219 31.3467 : 85%|████████▌ | 6232/7316 [00:59<00:07, 146.93it/s]\n6239 29.3836 : 85%|████████▌ | 6232/7316 [00:59<00:07, 146.93it/s]\n6239 29.3836 : 85%|████████▌ | 6247/7316 [00:59<00:07, 146.89it/s]\n6259 34.7057 : 85%|████████▌ | 6247/7316 [01:00<00:07, 146.89it/s]\n6259 34.7057 : 86%|████████▌ | 6262/7316 [01:00<00:07, 135.37it/s]\n6259 34.7057 : 86%|████████▌ | 6276/7316 [01:00<00:07, 134.40it/s]\n6279 30.0438 : 86%|████████▌ | 6276/7316 [01:00<00:07, 134.40it/s]\n6279 30.0438 : 86%|████████▌ | 6292/7316 [01:00<00:07, 140.45it/s]\n6299 29.1042 : 86%|████████▌ | 6292/7316 [01:00<00:07, 140.45it/s]\n6299 29.1042 : 86%|████████▌ | 6308/7316 [01:00<00:06, 145.40it/s]\n6319 30.0270 : 86%|████████▌ | 6308/7316 [01:00<00:06, 145.40it/s]\n6319 30.0270 : 86%|████████▋ | 6324/7316 [01:00<00:06, 147.38it/s]\n6319 30.0270 : 87%|████████▋ | 6339/7316 [01:00<00:06, 148.03it/s]\n6339 31.5003 : 87%|████████▋ | 6339/7316 [01:00<00:06, 148.03it/s]\n6339 31.5003 : 87%|████████▋ | 6355/7316 [01:00<00:06, 149.24it/s]\n6359 29.9314 : 87%|████████▋ | 6355/7316 [01:00<00:06, 149.24it/s]\n6359 29.9314 : 87%|████████▋ | 6372/7316 [01:00<00:06, 153.55it/s]\n6379 29.9886 : 87%|████████▋ | 6372/7316 [01:00<00:06, 153.55it/s]\n6379 29.9886 : 87%|████████▋ | 6389/7316 [01:00<00:05, 156.15it/s]\n6399 30.6973 : 87%|████████▋ | 6389/7316 [01:01<00:05, 156.15it/s]\n6399 30.6973 : 88%|████████▊ | 6405/7316 [01:01<00:06, 142.18it/s]\n6419 26.4646 : 88%|████████▊ | 6405/7316 [01:01<00:06, 142.18it/s]\n6419 26.4646 : 88%|████████▊ | 6420/7316 [01:01<00:08, 109.22it/s]\n6419 26.4646 : 88%|████████▊ | 6433/7316 [01:01<00:08, 105.24it/s]\n6439 28.3329 : 88%|████████▊ | 6433/7316 [01:01<00:08, 105.24it/s]\n6439 28.3329 : 88%|████████▊ | 6445/7316 [01:01<00:08, 104.65it/s]\n6439 28.3329 : 88%|████████▊ | 6457/7316 [01:01<00:08, 104.15it/s]\n6459 28.0034 : 88%|████████▊ | 6457/7316 [01:01<00:08, 104.15it/s]\n6459 28.0034 : 88%|████████▊ | 6468/7316 [01:01<00:08, 103.62it/s]\n6459 28.0034 : 89%|████████▊ | 6479/7316 [01:01<00:08, 102.00it/s]\n6479 28.4624 : 89%|████████▊ | 6479/7316 [01:01<00:08, 102.00it/s]\n6479 28.4624 : 89%|████████▊ | 6490/7316 [01:01<00:08, 101.66it/s]\n6499 27.5494 : 89%|████████▊ | 6490/7316 [01:02<00:08, 101.66it/s]\n6499 27.5494 : 89%|████████▉ | 6501/7316 [01:02<00:08, 101.61it/s]\n6499 27.5494 : 89%|████████▉ | 6512/7316 [01:02<00:07, 103.43it/s]\n6519 28.6723 : 89%|████████▉ | 6512/7316 [01:02<00:07, 103.43it/s]\n6519 28.6723 : 89%|████████▉ | 6524/7316 [01:02<00:07, 106.43it/s]\n6519 28.6723 : 89%|████████▉ | 6536/7316 [01:02<00:07, 108.05it/s]\n6539 27.6132 : 89%|████████▉ | 6536/7316 [01:02<00:07, 108.05it/s]\n6539 27.6132 : 90%|████████▉ | 6548/7316 [01:02<00:07, 108.64it/s]\n6539 27.6132 : 90%|████████▉ | 6559/7316 [01:02<00:07, 97.73it/s]\n6559 29.0092 : 90%|████████▉ | 6559/7316 [01:02<00:07, 97.73it/s]\n6559 29.0092 : 90%|████████▉ | 6569/7316 [01:02<00:08, 90.13it/s]\n6559 29.0092 : 90%|████████▉ | 6579/7316 [01:02<00:08, 89.20it/s]\n6579 27.3728 : 90%|████████▉ | 6579/7316 [01:02<00:08, 89.20it/s]\n6579 27.3728 : 90%|█████████ | 6589/7316 [01:03<00:08, 90.42it/s]\n6579 27.3728 : 90%|█████████ | 6599/7316 [01:03<00:07, 91.23it/s]\n6599 27.7722 : 90%|█████████ | 6599/7316 [01:03<00:07, 91.23it/s]\n6599 27.7722 : 90%|█████████ | 6609/7316 [01:03<00:07, 91.62it/s]\n6599 27.7722 : 90%|█████████ | 6619/7316 [01:03<00:07, 91.22it/s]\n6619 25.8497 : 90%|█████████ | 6619/7316 [01:03<00:07, 91.22it/s]\n6619 25.8497 : 91%|█████████ | 6629/7316 [01:03<00:07, 90.02it/s]\n6619 25.8497 : 91%|█████████ | 6639/7316 [01:03<00:07, 90.98it/s]\n6639 27.4616 : 91%|█████████ | 6639/7316 [01:03<00:07, 90.98it/s]\n6639 27.4616 : 91%|█████████ | 6649/7316 [01:03<00:07, 91.97it/s]\n6639 27.4616 : 91%|█████████ | 6659/7316 [01:03<00:06, 93.86it/s]\n6659 29.7250 : 91%|█████████ | 6659/7316 [01:03<00:06, 93.86it/s]\n6659 29.7250 : 91%|█████████ | 6670/7316 [01:03<00:06, 96.64it/s]\n6679 28.3686 : 91%|█████████ | 6670/7316 [01:03<00:06, 96.64it/s]\n6679 28.3686 : 91%|█████████▏| 6680/7316 [01:03<00:06, 97.55it/s]\n6679 28.3686 : 91%|█████████▏| 6691/7316 [01:04<00:06, 98.40it/s]\n6699 26.3608 : 91%|█████████▏| 6691/7316 [01:04<00:06, 98.40it/s]\n6699 26.3608 : 92%|█████████▏| 6701/7316 [01:04<00:06, 98.06it/s]\n6699 26.3608 : 92%|█████████▏| 6712/7316 [01:04<00:06, 99.35it/s]\n6719 23.0171 : 92%|█████████▏| 6712/7316 [01:04<00:06, 99.35it/s]\n6719 23.0171 : 92%|█████████▏| 6725/7316 [01:04<00:05, 106.92it/s]\n6719 23.0171 : 92%|█████████▏| 6738/7316 [01:04<00:05, 113.03it/s]\n6739 27.5429 : 92%|█████████▏| 6738/7316 [01:04<00:05, 113.03it/s]\n6739 27.5429 : 92%|█████████▏| 6751/7316 [01:04<00:04, 115.90it/s]\n6759 28.7307 : 92%|█████████▏| 6751/7316 [01:04<00:04, 115.90it/s]\n6759 28.7307 : 92%|█████████▏| 6764/7316 [01:04<00:04, 117.60it/s]\n6759 28.7307 : 93%|█████████▎| 6777/7316 [01:04<00:04, 118.80it/s]\n6779 28.4650 : 93%|█████████▎| 6777/7316 [01:04<00:04, 118.80it/s]\n6779 28.4650 : 93%|█████████▎| 6790/7316 [01:04<00:04, 121.25it/s]\n6799 22.7180 : 93%|█████████▎| 6790/7316 [01:05<00:04, 121.25it/s]\n6799 22.7180 : 93%|█████████▎| 6804/7316 [01:05<00:04, 125.23it/s]\n6799 22.7180 : 93%|█████████▎| 6818/7316 [01:05<00:03, 129.35it/s]\n6819 22.4842 : 93%|█████████▎| 6818/7316 [01:05<00:03, 129.35it/s]\n6819 22.4842 : 93%|█████████▎| 6832/7316 [01:05<00:03, 130.13it/s]\n6839 23.8174 : 93%|█████████▎| 6832/7316 [01:05<00:03, 130.13it/s]\n6839 23.8174 : 94%|█████████▎| 6846/7316 [01:05<00:03, 127.58it/s]\n6839 23.8174 : 94%|█████████▍| 6859/7316 [01:05<00:03, 120.70it/s]\n6859 27.7284 : 94%|█████████▍| 6859/7316 [01:05<00:03, 120.70it/s]\n6859 27.7284 : 94%|█████████▍| 6875/7316 [01:05<00:03, 130.36it/s]\n6879 22.7210 : 94%|█████████▍| 6875/7316 [01:05<00:03, 130.36it/s]\n6879 22.7210 : 94%|█████████▍| 6891/7316 [01:05<00:03, 137.69it/s]\n6899 30.4879 : 94%|█████████▍| 6891/7316 [01:05<00:03, 137.69it/s]\n6899 30.4879 : 94%|█████████▍| 6907/7316 [01:05<00:02, 141.83it/s]\n6919 26.7333 : 94%|█████████▍| 6907/7316 [01:05<00:02, 141.83it/s]\n6919 26.7333 : 95%|█████████▍| 6922/7316 [01:05<00:02, 142.89it/s]\n6919 26.7333 : 95%|█████████▍| 6938/7316 [01:06<00:02, 146.07it/s]\n6939 26.9477 : 95%|█████████▍| 6938/7316 [01:06<00:02, 146.07it/s]\n6939 26.9477 : 95%|█████████▌| 6955/7316 [01:06<00:02, 151.34it/s]\n6959 25.7905 : 95%|█████████▌| 6955/7316 [01:06<00:02, 151.34it/s]\n6959 25.7905 : 95%|█████████▌| 6972/7316 [01:06<00:02, 155.70it/s]\n6979 24.6304 : 95%|█████████▌| 6972/7316 [01:06<00:02, 155.70it/s]\n6979 24.6304 : 96%|█████████▌| 6988/7316 [01:06<00:02, 156.59it/s]\n6999 16.4144 : 96%|█████████▌| 6988/7316 [01:06<00:02, 156.59it/s]\n6999 16.4144 : 96%|█████████▌| 7004/7316 [01:06<00:02, 152.03it/s]\n7019 26.0957 : 96%|█████████▌| 7004/7316 [01:06<00:02, 152.03it/s]\n7019 26.0957 : 96%|█████████▌| 7020/7316 [01:06<00:02, 141.41it/s]\n7019 26.0957 : 96%|█████████▌| 7035/7316 [01:06<00:02, 138.15it/s]\n7039 25.1202 : 96%|█████████▌| 7035/7316 [01:06<00:02, 138.15it/s]\n7039 25.1202 : 96%|█████████▋| 7049/7316 [01:06<00:01, 135.00it/s]\n7059 27.8394 : 96%|█████████▋| 7049/7316 [01:06<00:01, 135.00it/s]\n7059 27.8394 : 97%|█████████▋| 7063/7316 [01:06<00:01, 131.23it/s]\n7059 27.8394 : 97%|█████████▋| 7077/7316 [01:07<00:01, 127.27it/s]\n7079 24.3472 : 97%|█████████▋| 7077/7316 [01:07<00:01, 127.27it/s]\n7079 24.3472 : 97%|█████████▋| 7090/7316 [01:07<00:01, 125.84it/s]\n7099 27.7336 : 97%|█████████▋| 7090/7316 [01:07<00:01, 125.84it/s]\n7099 27.7336 : 97%|█████████▋| 7103/7316 [01:07<00:01, 126.76it/s]\n7099 27.7336 : 97%|█████████▋| 7117/7316 [01:07<00:01, 129.14it/s]\n7119 25.1732 : 97%|█████████▋| 7117/7316 [01:07<00:01, 129.14it/s]\n7119 25.1732 : 97%|█████████▋| 7130/7316 [01:07<00:01, 128.97it/s]\n7139 29.2331 : 97%|█████████▋| 7130/7316 [01:07<00:01, 128.97it/s]\n7139 29.2331 : 98%|█████████▊| 7143/7316 [01:07<00:01, 127.39it/s]\n7139 29.2331 : 98%|█████████▊| 7156/7316 [01:07<00:01, 121.75it/s]\n7159 24.9513 : 98%|█████████▊| 7156/7316 [01:07<00:01, 121.75it/s]\n7159 24.9513 : 98%|█████████▊| 7169/7316 [01:07<00:01, 105.93it/s]\n7179 25.6577 : 98%|█████████▊| 7169/7316 [01:07<00:01, 105.93it/s]\n7179 25.6577 : 98%|█████████▊| 7180/7316 [01:07<00:01, 94.55it/s]\n7179 25.6577 : 98%|█████████▊| 7190/7316 [01:08<00:01, 95.00it/s]\n7199 24.8418 : 98%|█████████▊| 7190/7316 [01:08<00:01, 95.00it/s]\n7199 24.8418 : 98%|█████████▊| 7201/7316 [01:08<00:01, 97.75it/s]\n7199 24.8418 : 99%|█████████▊| 7212/7316 [01:08<00:01, 100.69it/s]\n7219 26.8316 : 99%|█████████▊| 7212/7316 [01:08<00:01, 100.69it/s]\n7219 26.8316 : 99%|█████████▊| 7223/7316 [01:08<00:00, 102.42it/s]\n7219 26.8316 : 99%|█████████▉| 7234/7316 [01:08<00:00, 101.86it/s]\n7239 27.2989 : 99%|█████████▉| 7234/7316 [01:08<00:00, 101.86it/s]\n7239 27.2989 : 99%|█████████▉| 7245/7316 [01:08<00:00, 101.40it/s]\n7239 27.2989 : 99%|█████████▉| 7256/7316 [01:08<00:00, 101.84it/s]\n7259 26.3265 : 99%|█████████▉| 7256/7316 [01:08<00:00, 101.84it/s]\n7259 26.3265 : 99%|█████████▉| 7267/7316 [01:08<00:00, 101.39it/s]\n7259 26.3265 : 99%|█████████▉| 7278/7316 [01:08<00:00, 103.04it/s]\n7279 24.2723 : 99%|█████████▉| 7278/7316 [01:08<00:00, 103.04it/s]\n7279 24.2723 : 100%|█████████▉| 7290/7316 [01:09<00:00, 105.25it/s]\n7299 24.1312 : 100%|█████████▉| 7290/7316 [01:09<00:00, 105.25it/s]\n7299 24.1312 : 100%|█████████▉| 7301/7316 [01:09<00:00, 105.67it/s]\n7299 24.1312 : 100%|█████████▉| 7312/7316 [01:09<00:00, 105.61it/s]\n7299 24.1312 : 100%|██████████| 7316/7316 [01:09<00:00, 105.63it/s]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 1\n epoch_size: 36578304\n batches_per_epoch: 7316\n batch_size: 5000\n optim_type: 'ray'\n\n 0%| | 0/7316 [00:00<?, ?it/s]\n 0%| | 9/7316 [00:00<01:31, 79.85it/s]\n 0%| | 17/7316 [00:00<01:39, 73.32it/s]\n7335 27.2381 : 0%| | 17/7316 [00:00<01:39, 73.32it/s]\n7335 27.2381 : 0%| | 25/7316 [00:00<01:45, 69.05it/s]\n7335 27.2381 : 0%| | 33/7316 [00:00<01:42, 70.73it/s]\n7355 24.1505 : 0%| | 33/7316 [00:00<01:42, 70.73it/s]\n7355 24.1505 : 1%| | 42/7316 [00:00<01:35, 76.05it/s]\n7355 24.1505 : 1%| | 52/7316 [00:00<01:27, 82.83it/s]\n7375 26.4016 : 1%| | 52/7316 [00:00<01:27, 82.83it/s]\n7375 26.4016 : 1%| | 62/7316 [00:00<01:22, 87.48it/s]\n7375 26.4016 : 1%| | 71/7316 [00:00<01:22, 87.84it/s]\n7395 26.5276 : 1%| | 71/7316 [00:00<01:22, 87.84it/s]\n7395 26.5276 : 1%| | 80/7316 [00:00<01:23, 86.23it/s]\n7395 26.5276 : 1%| | 90/7316 [00:01<01:22, 87.57it/s]\n7415 25.2423 : 1%| | 90/7316 [00:01<01:22, 87.57it/s]\n7415 25.2423 : 1%|▏ | 100/7316 [00:01<01:20, 90.02it/s]\n7415 25.2423 : 2%|▏ | 110/7316 [00:01<01:18, 92.37it/s]\n7435 25.0772 : 2%|▏ | 110/7316 [00:01<01:18, 92.37it/s]\n7435 25.0772 : 2%|▏ | 121/7316 [00:01<01:15, 95.69it/s]\n7435 25.0772 : 2%|▏ | 132/7316 [00:01<01:13, 97.52it/s]\n7455 26.6172 : 2%|▏ | 132/7316 [00:01<01:13, 97.52it/s]\n7455 26.6172 : 2%|▏ | 142/7316 [00:01<01:13, 97.88it/s]\n7455 26.6172 : 2%|▏ | 152/7316 [00:01<01:13, 97.71it/s]\n7475 37.9956 : 2%|▏ | 152/7316 [00:01<01:13, 97.71it/s]\n7475 37.9956 : 2%|▏ | 162/7316 [00:01<01:18, 91.46it/s]\n7475 37.9956 : 2%|▏ | 172/7316 [00:01<01:24, 84.67it/s]\n7495 35.0557 : 2%|▏ | 172/7316 [00:02<01:24, 84.67it/s]\n7495 35.0557 : 2%|▏ | 181/7316 [00:02<01:27, 81.33it/s]\n7495 35.0557 : 3%|▎ | 190/7316 [00:02<01:25, 83.33it/s]\n7515 26.3951 : 3%|▎ | 190/7316 [00:02<01:25, 83.33it/s]\n7515 26.3951 : 3%|▎ | 201/7316 [00:02<01:19, 89.21it/s]\n7515 26.3951 : 3%|▎ | 212/7316 [00:02<01:15, 94.46it/s]\n7535 28.4014 : 3%|▎ | 212/7316 [00:02<01:15, 94.46it/s]\n7535 28.4014 : 3%|▎ | 222/7316 [00:02<01:14, 95.86it/s]\n7535 28.4014 : 3%|▎ | 232/7316 [00:02<01:13, 96.06it/s]\n7555 29.3812 : 3%|▎ | 232/7316 [00:02<01:13, 96.06it/s]\n7555 29.3812 : 3%|▎ | 242/7316 [00:02<01:13, 96.67it/s]\n7555 29.3812 : 3%|▎ | 253/7316 [00:02<01:11, 98.35it/s]\n7575 29.5694 : 3%|▎ | 253/7316 [00:02<01:11, 98.35it/s]\n7575 29.5694 : 4%|▎ | 264/7316 [00:02<01:10, 99.33it/s]\n7575 29.5694 : 4%|▍ | 275/7316 [00:03<01:09, 101.90it/s]\n7595 30.3326 : 4%|▍ | 275/7316 [00:03<01:09, 101.90it/s]\n7595 30.3326 : 4%|▍ | 286/7316 [00:03<01:08, 102.97it/s]\n7595 30.3326 : 4%|▍ | 297/7316 [00:03<01:07, 104.34it/s]\n7615 29.3451 : 4%|▍ | 297/7316 [00:03<01:07, 104.34it/s]\n7615 29.3451 : 4%|▍ | 308/7316 [00:03<01:08, 102.09it/s]\n7615 29.3451 : 4%|▍ | 319/7316 [00:03<01:14, 93.72it/s]\n7635 39.1469 : 4%|▍ | 319/7316 [00:03<01:14, 93.72it/s]\n7635 39.1469 : 4%|▍ | 329/7316 [00:03<01:20, 86.79it/s]\n7635 39.1469 : 5%|▍ | 338/7316 [00:03<01:21, 85.58it/s]\n7655 28.4343 : 5%|▍ | 338/7316 [00:03<01:21, 85.58it/s]\n7655 28.4343 : 5%|▍ | 348/7316 [00:03<01:19, 87.82it/s]\n7655 28.4343 : 5%|▍ | 359/7316 [00:03<01:15, 92.28it/s]\n7675 27.3313 : 5%|▍ | 359/7316 [00:03<01:15, 92.28it/s]\n7675 27.3313 : 5%|▌ | 370/7316 [00:04<01:12, 95.57it/s]\n7695 28.2093 : 5%|▌ | 370/7316 [00:04<01:12, 95.57it/s]\n7695 28.2093 : 5%|▌ | 380/7316 [00:04<01:11, 96.45it/s]\n7695 28.2093 : 5%|▌ | 390/7316 [00:04<01:11, 96.72it/s]\n7715 28.4122 : 5%|▌ | 390/7316 [00:04<01:11, 96.72it/s]\n7715 28.4122 : 5%|▌ | 401/7316 [00:04<01:10, 98.13it/s]\n7715 28.4122 : 6%|▌ | 412/7316 [00:04<01:09, 98.89it/s]\n7735 27.2661 : 6%|▌ | 412/7316 [00:04<01:09, 98.89it/s]\n7735 27.2661 : 6%|▌ | 423/7316 [00:04<01:08, 100.22it/s]\n7735 27.2661 : 6%|▌ | 434/7316 [00:04<01:07, 101.93it/s]\n7755 28.2256 : 6%|▌ | 434/7316 [00:04<01:07, 101.93it/s]\n7755 28.2256 : 6%|▌ | 445/7316 [00:04<01:06, 103.29it/s]\n7755 28.2256 : 6%|▌ | 456/7316 [00:04<01:07, 101.84it/s]\n7775 39.4168 : 6%|▌ | 456/7316 [00:04<01:07, 101.84it/s]\n7775 39.4168 : 6%|▋ | 467/7316 [00:05<01:13, 93.05it/s]\n7775 39.4168 : 7%|▋ | 477/7316 [00:05<01:20, 84.64it/s]\n7795 36.0794 : 7%|▋ | 477/7316 [00:05<01:20, 84.64it/s]\n7795 36.0794 : 7%|▋ | 486/7316 [00:05<01:23, 81.64it/s]\n7795 36.0794 : 7%|▋ | 495/7316 [00:05<01:22, 83.01it/s]\n7815 27.9452 : 7%|▋ | 495/7316 [00:05<01:22, 83.01it/s]\n7815 27.9452 : 7%|▋ | 505/7316 [00:05<01:18, 87.28it/s]\n7815 27.9452 : 7%|▋ | 516/7316 [00:05<01:13, 92.10it/s]\n7835 26.5445 : 7%|▋ | 516/7316 [00:05<01:13, 92.10it/s]\n7835 26.5445 : 7%|▋ | 526/7316 [00:05<01:12, 93.90it/s]\n7835 26.5445 : 7%|▋ | 536/7316 [00:05<01:12, 93.47it/s]\n7855 31.0838 : 7%|▋ | 536/7316 [00:05<01:12, 93.47it/s]\n7855 31.0838 : 7%|▋ | 546/7316 [00:05<01:12, 92.86it/s]\n7855 31.0838 : 8%|▊ | 556/7316 [00:06<01:12, 93.37it/s]\n7875 29.4011 : 8%|▊ | 556/7316 [00:06<01:12, 93.37it/s]\n7875 29.4011 : 8%|▊ | 566/7316 [00:06<01:10, 95.09it/s]\n7875 29.4011 : 8%|▊ | 577/7316 [00:06<01:08, 97.77it/s]\n7895 28.8617 : 8%|▊ | 577/7316 [00:06<01:08, 97.77it/s]\n7895 28.8617 : 8%|▊ | 588/7316 [00:06<01:07, 99.55it/s]\n7895 28.8617 : 8%|▊ | 598/7316 [00:06<01:07, 99.54it/s]\n7915 29.9940 : 8%|▊ | 598/7316 [00:06<01:07, 99.54it/s]\n7915 29.9940 : 8%|▊ | 608/7316 [00:06<01:07, 99.06it/s]\n7915 29.9940 : 8%|▊ | 618/7316 [00:06<01:15, 88.50it/s]\n7935 39.8119 : 8%|▊ | 618/7316 [00:06<01:15, 88.50it/s]\n7935 39.8119 : 9%|▊ | 628/7316 [00:06<01:25, 77.89it/s]\n7935 39.8119 : 9%|▊ | 637/7316 [00:07<01:30, 73.91it/s]\n7955 30.1100 : 9%|▊ | 637/7316 [00:07<01:30, 73.91it/s]\n7955 30.1100 : 9%|▉ | 645/7316 [00:07<01:29, 74.56it/s]\n7955 30.1100 : 9%|▉ | 654/7316 [00:07<01:26, 77.42it/s]\n7975 27.9515 : 9%|▉ | 654/7316 [00:07<01:26, 77.42it/s]\n7975 27.9515 : 9%|▉ | 664/7316 [00:07<01:21, 81.69it/s]\n7975 27.9515 : 9%|▉ | 674/7316 [00:07<01:17, 85.37it/s]\n7995 29.3411 : 9%|▉ | 674/7316 [00:07<01:17, 85.37it/s]\n7995 29.3411 : 9%|▉ | 683/7316 [00:07<01:17, 85.46it/s]\n7995 29.3411 : 9%|▉ | 692/7316 [00:07<01:18, 84.40it/s]\n8015 29.5893 : 9%|▉ | 692/7316 [00:07<01:18, 84.40it/s]\n8015 29.5893 : 10%|▉ | 701/7316 [00:07<01:18, 84.31it/s]\n8015 29.5893 : 10%|▉ | 710/7316 [00:07<01:17, 84.98it/s]\n8035 29.8291 : 10%|▉ | 710/7316 [00:07<01:17, 84.98it/s]\n8035 29.8291 : 10%|▉ | 720/7316 [00:07<01:15, 87.62it/s]\n8035 29.8291 : 10%|▉ | 730/7316 [00:08<01:12, 90.89it/s]\n8055 29.9283 : 10%|▉ | 730/7316 [00:08<01:12, 90.89it/s]\n8055 29.9283 : 10%|█ | 740/7316 [00:08<01:10, 93.17it/s]\n8055 29.9283 : 10%|█ | 750/7316 [00:08<01:10, 93.28it/s]\n8075 33.6385 : 10%|█ | 750/7316 [00:08<01:10, 93.28it/s]\n8075 33.6385 : 10%|█ | 760/7316 [00:08<01:10, 93.19it/s]\n8075 33.6385 : 11%|█ | 770/7316 [00:08<01:24, 77.25it/s]\n8075 33.6385 : 11%|█ | 779/7316 [00:08<01:39, 65.65it/s]\n8095 32.9215 : 11%|█ | 779/7316 [00:08<01:39, 65.65it/s]\n8095 32.9215 : 11%|█ | 787/7316 [00:08<01:48, 60.39it/s]\n8095 32.9215 : 11%|█ | 794/7316 [00:09<01:49, 59.69it/s]\n8115 27.6235 : 11%|█ | 794/7316 [00:09<01:49, 59.69it/s]\n8115 27.6235 : 11%|█ | 801/7316 [00:09<01:46, 61.11it/s]\n8115 27.6235 : 11%|█ | 809/7316 [00:09<01:40, 64.56it/s]\n8115 27.6235 : 11%|█ | 817/7316 [00:09<01:35, 67.82it/s]\n8135 27.0345 : 11%|█ | 817/7316 [00:09<01:35, 67.82it/s]\n8135 27.0345 : 11%|█▏ | 825/7316 [00:09<01:33, 69.70it/s]\n8135 27.0345 : 11%|█▏ | 833/7316 [00:09<01:32, 69.94it/s]\n8155 27.6134 : 11%|█▏ | 833/7316 [00:09<01:32, 69.94it/s]\n8155 27.6134 : 11%|█▏ | 841/7316 [00:09<01:33, 68.89it/s]\n8155 27.6134 : 12%|█▏ | 848/7316 [00:09<01:34, 68.19it/s]\n8155 27.6134 : 12%|█▏ | 855/7316 [00:09<01:35, 67.91it/s]\n8175 28.5201 : 12%|█▏ | 855/7316 [00:09<01:35, 67.91it/s]\n8175 28.5201 : 12%|█▏ | 863/7316 [00:10<01:33, 68.70it/s]\n8175 28.5201 : 12%|█▏ | 871/7316 [00:10<01:31, 70.50it/s]\n8175 28.5201 : 12%|█▏ | 879/7316 [00:10<01:28, 72.52it/s]\n8195 29.5102 : 12%|█▏ | 879/7316 [00:10<01:28, 72.52it/s]\n8195 29.5102 : 12%|█▏ | 887/7316 [00:10<01:27, 73.64it/s]\n8195 29.5102 : 12%|█▏ | 895/7316 [00:10<01:26, 74.48it/s]\n8215 29.2830 : 12%|█▏ | 895/7316 [00:10<01:26, 74.48it/s]\n8215 29.2830 : 12%|█▏ | 903/7316 [00:10<01:25, 74.77it/s]\n8215 29.2830 : 12%|█▏ | 911/7316 [00:10<01:25, 74.56it/s]\n8215 29.2830 : 13%|█▎ | 919/7316 [00:10<01:35, 67.33it/s]\n8235 34.3122 : 13%|█▎ | 919/7316 [00:10<01:35, 67.33it/s]\n8235 34.3122 : 13%|█▎ | 926/7316 [00:10<01:52, 56.80it/s]\n8235 34.3122 : 13%|█▎ | 933/7316 [00:11<02:03, 51.71it/s]\n8235 34.3122 : 13%|█▎ | 939/7316 [00:11<02:08, 49.65it/s]\n8255 27.2889 : 13%|█▎ | 939/7316 [00:11<02:08, 49.65it/s]\n8255 27.2889 : 13%|█▎ | 945/7316 [00:11<02:07, 50.03it/s]\n8255 27.2889 : 13%|█▎ | 951/7316 [00:11<02:02, 51.85it/s]\n8255 27.2889 : 13%|█▎ | 958/7316 [00:11<01:55, 55.08it/s]\n8275 26.2830 : 13%|█▎ | 958/7316 [00:11<01:55, 55.08it/s]\n8275 26.2830 : 13%|█▎ | 965/7316 [00:11<01:47, 58.89it/s]\n8275 26.2830 : 13%|█▎ | 972/7316 [00:11<01:43, 61.46it/s]\n8275 26.2830 : 13%|█▎ | 979/7316 [00:11<01:41, 62.67it/s]\n8295 27.4438 : 13%|█▎ | 979/7316 [00:11<01:41, 62.67it/s]\n8295 27.4438 : 13%|█▎ | 986/7316 [00:12<01:40, 62.77it/s]\n8295 27.4438 : 14%|█▎ | 993/7316 [00:12<01:42, 61.98it/s]\n8315 25.3713 : 14%|█▎ | 993/7316 [00:12<01:42, 61.98it/s]\n8315 25.3713 : 14%|█▎ | 1000/7316 [00:12<01:42, 61.75it/s]\n8315 25.3713 : 14%|█▍ | 1007/7316 [00:12<01:42, 61.63it/s]\n8315 25.3713 : 14%|█▍ | 1014/7316 [00:12<01:40, 62.50it/s]\n8335 28.3307 : 14%|█▍ | 1014/7316 [00:12<01:40, 62.50it/s]\n8335 28.3307 : 14%|█▍ | 1021/7316 [00:12<01:38, 63.96it/s]\n8335 28.3307 : 14%|█▍ | 1028/7316 [00:12<01:36, 65.20it/s]\n8335 28.3307 : 14%|█▍ | 1035/7316 [00:12<01:35, 65.79it/s]\n8355 29.0952 : 14%|█▍ | 1035/7316 [00:12<01:35, 65.79it/s]\n8355 29.0952 : 14%|█▍ | 1042/7316 [00:12<01:34, 66.59it/s]\n8355 29.0952 : 14%|█▍ | 1049/7316 [00:12<01:33, 67.14it/s]\n8355 29.0952 : 14%|█▍ | 1056/7316 [00:13<01:32, 67.69it/s]\n8375 28.8284 : 14%|█▍ | 1056/7316 [00:13<01:32, 67.69it/s]\n8375 28.8284 : 15%|█▍ | 1063/7316 [00:13<01:32, 67.91it/s]\n8375 28.8284 : 15%|█▍ | 1070/7316 [00:13<01:35, 65.36it/s]\n8375 28.8284 : 15%|█▍ | 1077/7316 [00:13<01:44, 59.46it/s]\n8395 28.7565 : 15%|█▍ | 1077/7316 [00:13<01:44, 59.46it/s]\n8395 28.7565 : 15%|█▍ | 1084/7316 [00:13<01:48, 57.45it/s]\n8395 28.7565 : 15%|█▍ | 1091/7316 [00:13<01:45, 59.14it/s]\n8395 28.7565 : 15%|█▌ | 1099/7316 [00:13<01:38, 63.02it/s]\n8415 29.5852 : 15%|█▌ | 1099/7316 [00:13<01:38, 63.02it/s]\n8415 29.5852 : 15%|█▌ | 1108/7316 [00:13<01:30, 68.22it/s]\n8415 29.5852 : 15%|█▌ | 1117/7316 [00:14<01:24, 73.51it/s]\n8435 27.5783 : 15%|█▌ | 1117/7316 [00:14<01:24, 73.51it/s]\n8435 27.5783 : 15%|█▌ | 1126/7316 [00:14<01:20, 76.80it/s]\n8435 27.5783 : 16%|█▌ | 1135/7316 [00:14<01:18, 78.48it/s]\n8455 27.6953 : 16%|█▌ | 1135/7316 [00:14<01:18, 78.48it/s]\n8455 27.6953 : 16%|█▌ | 1143/7316 [00:14<01:19, 77.68it/s]\n8455 27.6953 : 16%|█▌ | 1151/7316 [00:14<01:19, 77.29it/s]\n8455 27.6953 : 16%|█▌ | 1159/7316 [00:14<01:19, 77.26it/s]\n8475 28.1589 : 16%|█▌ | 1159/7316 [00:14<01:19, 77.26it/s]\n8475 28.1589 : 16%|█▌ | 1167/7316 [00:14<01:18, 77.98it/s]\n8475 28.1589 : 16%|█▌ | 1176/7316 [00:14<01:16, 79.97it/s]\n8495 25.9842 : 16%|█▌ | 1176/7316 [00:14<01:16, 79.97it/s]\n8495 25.9842 : 16%|█▌ | 1185/7316 [00:14<01:14, 82.34it/s]\n8495 25.9842 : 16%|█▋ | 1194/7316 [00:14<01:12, 83.94it/s]\n8515 28.2510 : 16%|█▋ | 1194/7316 [00:15<01:12, 83.94it/s]\n8515 28.2510 : 16%|█▋ | 1203/7316 [00:15<01:12, 84.65it/s]\n8515 28.2510 : 17%|█▋ | 1212/7316 [00:15<01:11, 85.34it/s]\n8535 32.8853 : 17%|█▋ | 1212/7316 [00:15<01:11, 85.34it/s]\n8535 32.8853 : 17%|█▋ | 1221/7316 [00:15<01:12, 83.79it/s]\n8535 32.8853 : 17%|█▋ | 1230/7316 [00:15<01:19, 76.98it/s]\n8535 32.8853 : 17%|█▋ | 1238/7316 [00:15<01:20, 75.85it/s]\n8555 28.4743 : 17%|█▋ | 1238/7316 [00:15<01:20, 75.85it/s]\n8555 28.4743 : 17%|█▋ | 1247/7316 [00:15<01:16, 79.00it/s]\n8555 28.4743 : 17%|█▋ | 1257/7316 [00:15<01:11, 84.53it/s]\n8575 28.7182 : 17%|█▋ | 1257/7316 [00:15<01:11, 84.53it/s]\n8575 28.7182 : 17%|█▋ | 1268/7316 [00:15<01:06, 90.53it/s]\n8575 28.7182 : 17%|█▋ | 1279/7316 [00:15<01:03, 94.34it/s]\n8595 27.7242 : 17%|█▋ | 1279/7316 [00:15<01:03, 94.34it/s]\n8595 27.7242 : 18%|█▊ | 1290/7316 [00:16<01:02, 96.67it/s]\n8615 31.1545 : 18%|█▊ | 1290/7316 [00:16<01:02, 96.67it/s]\n8615 31.1545 : 18%|█▊ | 1300/7316 [00:16<01:02, 96.60it/s]\n8615 31.1545 : 18%|█▊ | 1310/7316 [00:16<01:01, 97.40it/s]\n8635 29.5478 : 18%|█▊ | 1310/7316 [00:16<01:01, 97.40it/s]\n8635 29.5478 : 18%|█▊ | 1321/7316 [00:16<01:00, 98.39it/s]\n8635 29.5478 : 18%|█▊ | 1332/7316 [00:16<00:59, 100.26it/s]\n8655 31.7433 : 18%|█▊ | 1332/7316 [00:16<00:59, 100.26it/s]\n8655 31.7433 : 18%|█▊ | 1343/7316 [00:16<00:58, 102.25it/s]\n8655 31.7433 : 19%|█▊ | 1354/7316 [00:16<00:57, 104.12it/s]\n8675 29.5344 : 19%|█▊ | 1354/7316 [00:16<00:57, 104.12it/s]\n8675 29.5344 : 19%|█▊ | 1365/7316 [00:16<00:57, 104.20it/s]\n8675 29.5344 : 19%|█▉ | 1376/7316 [00:16<00:58, 101.88it/s]\n8695 38.4091 : 19%|█▉ | 1376/7316 [00:16<00:58, 101.88it/s]\n8695 38.4091 : 19%|█▉ | 1387/7316 [00:17<01:02, 95.49it/s]\n8695 38.4091 : 19%|█▉ | 1397/7316 [00:17<01:01, 95.61it/s]\n8715 29.4551 : 19%|█▉ | 1397/7316 [00:17<01:01, 95.61it/s]\n8715 29.4551 : 19%|█▉ | 1409/7316 [00:17<00:58, 100.88it/s]\n8735 29.4500 : 19%|█▉ | 1409/7316 [00:17<00:58, 100.88it/s]\n8735 29.4500 : 19%|█▉ | 1422/7316 [00:17<00:54, 108.06it/s]\n8735 29.4500 : 20%|█▉ | 1435/7316 [00:17<00:52, 112.18it/s]\n8755 28.9879 : 20%|█▉ | 1435/7316 [00:17<00:52, 112.18it/s]\n8755 28.9879 : 20%|█▉ | 1447/7316 [00:17<00:51, 114.03it/s]\n8755 28.9879 : 20%|█▉ | 1459/7316 [00:17<00:51, 114.01it/s]\n8775 28.2573 : 20%|█▉ | 1459/7316 [00:17<00:51, 114.01it/s]\n8775 28.2573 : 20%|██ | 1471/7316 [00:17<00:50, 115.08it/s]\n8795 32.3439 : 20%|██ | 1471/7316 [00:17<00:50, 115.08it/s]\n8795 32.3439 : 20%|██ | 1484/7316 [00:17<00:49, 117.84it/s]\n8795 32.3439 : 20%|██ | 1497/7316 [00:17<00:47, 121.24it/s]\n8815 31.8578 : 20%|██ | 1497/7316 [00:17<00:47, 121.24it/s]\n8815 31.8578 : 21%|██ | 1510/7316 [00:18<00:47, 123.26it/s]\n8835 30.6706 : 21%|██ | 1510/7316 [00:18<00:47, 123.26it/s]\n8835 30.6706 : 21%|██ | 1523/7316 [00:18<00:47, 123.22it/s]\n8835 30.6706 : 21%|██ | 1536/7316 [00:18<00:50, 114.05it/s]\n8855 38.5968 : 21%|██ | 1536/7316 [00:18<00:50, 114.05it/s]\n8855 38.5968 : 21%|██ | 1548/7316 [00:18<00:52, 109.77it/s]\n8875 32.2076 : 21%|██ | 1548/7316 [00:18<00:52, 109.77it/s]\n8875 32.2076 : 21%|██▏ | 1561/7316 [00:18<00:50, 113.20it/s]\n8875 32.2076 : 22%|██▏ | 1575/7316 [00:18<00:47, 119.79it/s]\n8895 29.6293 : 22%|██▏ | 1575/7316 [00:18<00:47, 119.79it/s]\n8895 29.6293 : 22%|██▏ | 1589/7316 [00:18<00:46, 123.58it/s]\n8915 31.6942 : 22%|██▏ | 1589/7316 [00:18<00:46, 123.58it/s]\n8915 31.6942 : 22%|██▏ | 1602/7316 [00:18<00:45, 125.29it/s]\n8915 31.6942 : 22%|██▏ | 1615/7316 [00:18<00:45, 126.23it/s]\n8935 30.5590 : 22%|██▏ | 1615/7316 [00:18<00:45, 126.23it/s]\n8935 30.5590 : 22%|██▏ | 1629/7316 [00:19<00:44, 128.61it/s]\n8955 25.7724 : 22%|██▏ | 1629/7316 [00:19<00:44, 128.61it/s]\n8955 25.7724 : 22%|██▏ | 1644/7316 [00:19<00:42, 132.56it/s]\n8955 25.7724 : 23%|██▎ | 1659/7316 [00:19<00:41, 135.08it/s]\n8975 28.8853 : 23%|██▎ | 1659/7316 [00:19<00:41, 135.08it/s]\n8975 28.8853 : 23%|██▎ | 1673/7316 [00:19<00:41, 135.51it/s]\n8995 33.9912 : 23%|██▎ | 1673/7316 [00:19<00:41, 135.51it/s]\n8995 33.9912 : 23%|██▎ | 1687/7316 [00:19<00:46, 120.45it/s]\n9015 29.5053 : 23%|██▎ | 1687/7316 [00:19<00:46, 120.45it/s]\n9015 29.5053 : 23%|██▎ | 1700/7316 [00:19<00:50, 110.21it/s]\n9015 29.5053 : 23%|██▎ | 1712/7316 [00:19<00:50, 111.13it/s]\n9035 29.2824 : 23%|██▎ | 1712/7316 [00:19<00:50, 111.13it/s]\n9035 29.2824 : 24%|██▎ | 1725/7316 [00:19<00:48, 115.02it/s]\n9035 29.2824 : 24%|██▍ | 1738/7316 [00:19<00:47, 117.67it/s]\n9055 28.9238 : 24%|██▍ | 1738/7316 [00:19<00:47, 117.67it/s]\n9055 28.9238 : 24%|██▍ | 1751/7316 [00:20<00:46, 119.76it/s]\n9075 32.0551 : 24%|██▍ | 1751/7316 [00:20<00:46, 119.76it/s]\n9075 32.0551 : 24%|██▍ | 1764/7316 [00:20<00:46, 120.11it/s]\n9075 32.0551 : 24%|██▍ | 1777/7316 [00:20<00:45, 121.52it/s]\n9095 30.0993 : 24%|██▍ | 1777/7316 [00:20<00:45, 121.52it/s]\n9095 30.0993 : 24%|██▍ | 1791/7316 [00:20<00:44, 124.49it/s]\n9115 31.2797 : 24%|██▍ | 1791/7316 [00:20<00:44, 124.49it/s]\n9115 31.2797 : 25%|██▍ | 1805/7316 [00:20<00:43, 126.97it/s]\n9115 31.2797 : 25%|██▍ | 1819/7316 [00:20<00:42, 128.00it/s]\n9135 29.3339 : 25%|██▍ | 1819/7316 [00:20<00:42, 128.00it/s]\n9135 29.3339 : 25%|██▌ | 1832/7316 [00:20<00:44, 122.04it/s]\n9155 36.6256 : 25%|██▌ | 1832/7316 [00:20<00:44, 122.04it/s]\n9155 36.6256 : 25%|██▌ | 1845/7316 [00:20<00:57, 95.66it/s]\n9155 36.6256 : 25%|██▌ | 1856/7316 [00:21<01:03, 86.37it/s]\n9175 26.0116 : 25%|██▌ | 1856/7316 [00:21<01:03, 86.37it/s]\n9175 26.0116 : 26%|██▌ | 1866/7316 [00:21<01:03, 85.84it/s]\n9175 26.0116 : 26%|██▌ | 1876/7316 [00:21<01:01, 88.43it/s]\n9195 28.9009 : 26%|██▌ | 1876/7316 [00:21<01:01, 88.43it/s]\n9195 28.9009 : 26%|██▌ | 1886/7316 [00:21<01:00, 89.57it/s]\n9195 28.9009 : 26%|██▌ | 1896/7316 [00:21<00:59, 91.13it/s]\n9215 27.2500 : 26%|██▌ | 1896/7316 [00:21<00:59, 91.13it/s]\n9215 27.2500 : 26%|██▌ | 1906/7316 [00:21<00:59, 91.51it/s]\n9215 27.2500 : 26%|██▌ | 1916/7316 [00:21<00:58, 91.65it/s]\n9235 30.8933 : 26%|██▌ | 1916/7316 [00:21<00:58, 91.65it/s]\n9235 30.8933 : 26%|██▋ | 1926/7316 [00:21<00:58, 92.56it/s]\n9235 30.8933 : 26%|██▋ | 1937/7316 [00:21<00:56, 95.28it/s]\n9255 30.7368 : 26%|██▋ | 1937/7316 [00:21<00:56, 95.28it/s]\n9255 30.7368 : 27%|██▋ | 1948/7316 [00:22<00:54, 97.99it/s]\n9255 30.7368 : 27%|██▋ | 1959/7316 [00:22<00:53, 100.55it/s]\n9275 30.3629 : 27%|██▋ | 1959/7316 [00:22<00:53, 100.55it/s]\n9275 30.3629 : 27%|██▋ | 1970/7316 [00:22<00:52, 101.97it/s]\n9295 31.5478 : 27%|██▋ | 1970/7316 [00:22<00:52, 101.97it/s]\n9295 31.5478 : 27%|██▋ | 1981/7316 [00:22<00:52, 101.59it/s]\n9295 31.5478 : 27%|██▋ | 1992/7316 [00:22<01:06, 80.16it/s]\n9315 37.8934 : 27%|██▋ | 1992/7316 [00:22<01:06, 80.16it/s]\n9315 37.8934 : 27%|██▋ | 2001/7316 [00:22<01:17, 68.37it/s]\n9315 37.8934 : 27%|██▋ | 2009/7316 [00:22<01:22, 64.40it/s]\n9315 37.8934 : 28%|██▊ | 2016/7316 [00:23<01:21, 64.84it/s]\n9335 27.0001 : 28%|██▊ | 2016/7316 [00:23<01:21, 64.84it/s]\n9335 27.0001 : 28%|██▊ | 2024/7316 [00:23<01:18, 67.54it/s]\n9335 27.0001 : 28%|██▊ | 2032/7316 [00:23<01:15, 70.22it/s]\n9355 25.8054 : 28%|██▊ | 2032/7316 [00:23<01:15, 70.22it/s]\n9355 25.8054 : 28%|██▊ | 2040/7316 [00:23<01:13, 71.35it/s]\n9355 25.8054 : 28%|██▊ | 2048/7316 [00:23<01:12, 73.05it/s]\n9355 25.8054 : 28%|██▊ | 2056/7316 [00:23<01:10, 74.46it/s]\n9375 27.7965 : 28%|██▊ | 2056/7316 [00:23<01:10, 74.46it/s]\n9375 27.7965 : 28%|██▊ | 2064/7316 [00:23<01:10, 74.11it/s]\n9375 27.7965 : 28%|██▊ | 2072/7316 [00:23<01:09, 74.94it/s]\n9395 28.0252 : 28%|██▊ | 2072/7316 [00:23<01:09, 74.94it/s]\n9395 28.0252 : 28%|██▊ | 2081/7316 [00:23<01:08, 76.63it/s]\n9395 28.0252 : 29%|██▊ | 2090/7316 [00:23<01:06, 78.84it/s]\n9395 28.0252 : 29%|██▊ | 2099/7316 [00:24<01:03, 81.89it/s]\n9415 27.5328 : 29%|██▊ | 2099/7316 [00:24<01:03, 81.89it/s]\n9415 27.5328 : 29%|██▉ | 2108/7316 [00:24<01:01, 84.17it/s]\n9415 27.5328 : 29%|██▉ | 2117/7316 [00:24<01:01, 85.10it/s]\n9435 28.2145 : 29%|██▉ | 2117/7316 [00:24<01:01, 85.10it/s]\n9435 28.2145 : 29%|██▉ | 2126/7316 [00:24<01:00, 86.24it/s]\n9435 28.2145 : 29%|██▉ | 2135/7316 [00:24<01:00, 85.38it/s]\n9455 30.9918 : 29%|██▉ | 2135/7316 [00:24<01:00, 85.38it/s]\n9455 30.9918 : 29%|██▉ | 2144/7316 [00:24<01:06, 78.12it/s]\n9455 30.9918 : 29%|██▉ | 2152/7316 [00:24<01:09, 74.64it/s]\n9475 25.6516 : 29%|██▉ | 2152/7316 [00:24<01:09, 74.64it/s]\n9475 25.6516 : 30%|██▉ | 2161/7316 [00:24<01:07, 76.50it/s]\n9475 25.6516 : 30%|██▉ | 2171/7316 [00:24<01:02, 81.78it/s]\n9495 27.7401 : 30%|██▉ | 2171/7316 [00:25<01:02, 81.78it/s]\n9495 27.7401 : 30%|██▉ | 2182/7316 [00:25<00:58, 87.63it/s]\n9495 27.7401 : 30%|██▉ | 2192/7316 [00:25<00:56, 90.53it/s]\n9515 27.2082 : 30%|██▉ | 2192/7316 [00:25<00:56, 90.53it/s]\n9515 27.2082 : 30%|███ | 2202/7316 [00:25<00:55, 92.57it/s]\n9515 27.2082 : 30%|███ | 2212/7316 [00:25<00:54, 94.38it/s]\n9535 27.0360 : 30%|███ | 2212/7316 [00:25<00:54, 94.38it/s]\n9535 27.0360 : 30%|███ | 2222/7316 [00:25<00:53, 95.64it/s]\n9535 27.0360 : 31%|███ | 2233/7316 [00:25<00:51, 97.77it/s]\n9555 29.0093 : 31%|███ | 2233/7316 [00:25<00:51, 97.77it/s]\n9555 29.0093 : 31%|███ | 2244/7316 [00:25<00:50, 99.57it/s]\n9555 29.0093 : 31%|███ | 2255/7316 [00:25<00:49, 102.11it/s]\n9575 27.7068 : 31%|███ | 2255/7316 [00:25<00:49, 102.11it/s]\n9575 27.7068 : 31%|███ | 2267/7316 [00:25<00:48, 105.09it/s]\n9575 27.7068 : 31%|███ | 2278/7316 [00:25<00:47, 105.86it/s]\n9595 28.0891 : 31%|███ | 2278/7316 [00:26<00:47, 105.86it/s]\n9595 28.0891 : 31%|███▏ | 2289/7316 [00:26<00:48, 103.10it/s]\n9615 35.3863 : 31%|███▏ | 2289/7316 [00:26<00:48, 103.10it/s]\n9615 35.3863 : 31%|███▏ | 2300/7316 [00:26<00:51, 96.48it/s]\n9615 35.3863 : 32%|███▏ | 2311/7316 [00:26<00:50, 98.29it/s]\n9635 27.1267 : 32%|███▏ | 2311/7316 [00:26<00:50, 98.29it/s]\n9635 27.1267 : 32%|███▏ | 2324/7316 [00:26<00:47, 105.30it/s]\n9635 27.1267 : 32%|███▏ | 2338/7316 [00:26<00:44, 112.66it/s]\n9655 29.1498 : 32%|███▏ | 2338/7316 [00:26<00:44, 112.66it/s]\n9655 29.1498 : 32%|███▏ | 2351/7316 [00:26<00:42, 116.68it/s]\n9675 26.8970 : 32%|███▏ | 2351/7316 [00:26<00:42, 116.68it/s]\n9675 26.8970 : 32%|███▏ | 2364/7316 [00:26<00:41, 118.69it/s]\n9675 26.8970 : 32%|███▏ | 2377/7316 [00:26<00:40, 120.94it/s]\n9695 29.9060 : 32%|███▏ | 2377/7316 [00:26<00:40, 120.94it/s]\n9695 29.9060 : 33%|███▎ | 2391/7316 [00:26<00:39, 124.19it/s]\n9715 30.6709 : 33%|███▎ | 2391/7316 [00:27<00:39, 124.19it/s]\n9715 30.6709 : 33%|███▎ | 2405/7316 [00:27<00:38, 128.57it/s]\n9735 29.2071 : 33%|███▎ | 2405/7316 [00:27<00:38, 128.57it/s]\n9735 29.2071 : 33%|███▎ | 2420/7316 [00:27<00:37, 132.20it/s]\n9735 29.2071 : 33%|███▎ | 2434/7316 [00:27<00:36, 132.59it/s]\n9755 30.5574 : 33%|███▎ | 2434/7316 [00:27<00:36, 132.59it/s]\n9755 30.5574 : 33%|███▎ | 2448/7316 [00:27<00:37, 129.18it/s]\n9775 29.6141 : 33%|███▎ | 2448/7316 [00:27<00:37, 129.18it/s]\n9775 29.6141 : 34%|███▎ | 2463/7316 [00:27<00:36, 132.85it/s]\n9775 29.6141 : 34%|███▍ | 2479/7316 [00:27<00:34, 140.11it/s]\n9795 27.7466 : 34%|███▍ | 2479/7316 [00:27<00:34, 140.11it/s]\n9795 27.7466 : 34%|███▍ | 2495/7316 [00:27<00:33, 143.78it/s]\n9815 25.7215 : 34%|███▍ | 2495/7316 [00:27<00:33, 143.78it/s]\n9815 25.7215 : 34%|███▍ | 2511/7316 [00:27<00:32, 146.11it/s]\n9835 27.6285 : 34%|███▍ | 2511/7316 [00:27<00:32, 146.11it/s]\n9835 27.6285 : 35%|███▍ | 2526/7316 [00:27<00:32, 146.74it/s]\n9855 26.9549 : 35%|███▍ | 2526/7316 [00:28<00:32, 146.74it/s]\n9855 26.9549 : 35%|███▍ | 2542/7316 [00:28<00:31, 150.50it/s]\n9855 26.9549 : 35%|███▍ | 2559/7316 [00:28<00:30, 155.93it/s]\n9875 25.3429 : 35%|███▍ | 2559/7316 [00:28<00:30, 155.93it/s]\n9875 25.3429 : 35%|███▌ | 2576/7316 [00:28<00:29, 158.95it/s]\n9895 25.6374 : 35%|███▌ | 2576/7316 [00:28<00:29, 158.95it/s]\n9895 25.6374 : 35%|███▌ | 2592/7316 [00:28<00:29, 157.91it/s]\n9915 29.0618 : 35%|███▌ | 2592/7316 [00:28<00:29, 157.91it/s]\n9915 29.0618 : 36%|███▌ | 2608/7316 [00:28<00:31, 150.61it/s]\n9935 28.0695 : 36%|███▌ | 2608/7316 [00:28<00:31, 150.61it/s]\n9935 28.0695 : 36%|███▌ | 2625/7316 [00:28<00:30, 154.62it/s]\n9955 30.6196 : 36%|███▌ | 2625/7316 [00:28<00:30, 154.62it/s]\n9955 30.6196 : 36%|███▌ | 2642/7316 [00:28<00:29, 158.44it/s]\n9955 30.6196 : 36%|███▋ | 2659/7316 [00:28<00:29, 160.32it/s]\n9975 32.7672 : 36%|███▋ | 2659/7316 [00:28<00:29, 160.32it/s]\n9975 32.7672 : 37%|███▋ | 2676/7316 [00:28<00:29, 159.78it/s]\n9995 31.3073 : 37%|███▋ | 2676/7316 [00:28<00:29, 159.78it/s]\n9995 31.3073 : 37%|███▋ | 2693/7316 [00:28<00:28, 162.25it/s]\n10015 27.7099 : 37%|███▋ | 2693/7316 [00:29<00:28, 162.25it/s]\n10015 27.7099 : 37%|███▋ | 2711/7316 [00:29<00:27, 167.24it/s]\n10035 28.5518 : 37%|███▋ | 2711/7316 [00:29<00:27, 167.24it/s]\n10035 28.5518 : 37%|███▋ | 2729/7316 [00:29<00:27, 169.59it/s]\n10055 27.3741 : 37%|███▋ | 2729/7316 [00:29<00:27, 169.59it/s]\n10055 27.3741 : 38%|███▊ | 2746/7316 [00:29<00:27, 164.43it/s]\n10075 29.1822 : 38%|███▊ | 2746/7316 [00:29<00:27, 164.43it/s]\n10075 29.1822 : 38%|███▊ | 2763/7316 [00:29<00:31, 145.41it/s]\n10075 29.1822 : 38%|███▊ | 2778/7316 [00:29<00:31, 143.32it/s]\n10095 29.8165 : 38%|███▊ | 2778/7316 [00:29<00:31, 143.32it/s]\n10095 29.8165 : 38%|███▊ | 2793/7316 [00:29<00:31, 142.39it/s]\n10115 31.6210 : 38%|███▊ | 2793/7316 [00:29<00:31, 142.39it/s]\n10115 31.6210 : 38%|███▊ | 2808/7316 [00:29<00:32, 140.63it/s]\n10135 30.5305 : 38%|███▊ | 2808/7316 [00:29<00:32, 140.63it/s]\n10135 30.5305 : 39%|███▊ | 2823/7316 [00:29<00:32, 137.38it/s]\n10135 30.5305 : 39%|███▉ | 2837/7316 [00:29<00:32, 137.29it/s]\n10155 29.5456 : 39%|███▉ | 2837/7316 [00:29<00:32, 137.29it/s]\n10155 29.5456 : 39%|███▉ | 2852/7316 [00:30<00:31, 140.04it/s]\n10175 29.3372 : 39%|███▉ | 2852/7316 [00:30<00:31, 140.04it/s]\n10175 29.3372 : 39%|███▉ | 2868/7316 [00:30<00:31, 143.12it/s]\n10195 26.9412 : 39%|███▉ | 2868/7316 [00:30<00:31, 143.12it/s]\n10195 26.9412 : 39%|███▉ | 2883/7316 [00:30<00:30, 143.93it/s]\n10195 26.9412 : 40%|███▉ | 2898/7316 [00:30<00:32, 137.69it/s]\n10215 30.1554 : 40%|███▉ | 2898/7316 [00:30<00:32, 137.69it/s]\n10215 30.1554 : 40%|███▉ | 2912/7316 [00:30<00:36, 122.06it/s]\n10235 27.6560 : 40%|███▉ | 2912/7316 [00:30<00:36, 122.06it/s]\n10235 27.6560 : 40%|███▉ | 2925/7316 [00:30<00:36, 119.35it/s]\n10235 27.6560 : 40%|████ | 2938/7316 [00:30<00:36, 119.05it/s]\n10255 28.5557 : 40%|████ | 2938/7316 [00:30<00:36, 119.05it/s]\n10255 28.5557 : 40%|████ | 2951/7316 [00:30<00:37, 117.53it/s]\n10275 28.4201 : 40%|████ | 2951/7316 [00:30<00:37, 117.53it/s]\n10275 28.4201 : 41%|████ | 2963/7316 [00:30<00:37, 115.17it/s]\n10275 28.4201 : 41%|████ | 2975/7316 [00:31<00:38, 113.30it/s]\n10295 29.9220 : 41%|████ | 2975/7316 [00:31<00:38, 113.30it/s]\n10295 29.9220 : 41%|████ | 2987/7316 [00:31<00:38, 113.21it/s]\n10295 29.9220 : 41%|████ | 2999/7316 [00:31<00:37, 114.07it/s]\n10315 28.7217 : 41%|████ | 2999/7316 [00:31<00:37, 114.07it/s]\n10315 28.7217 : 41%|████ | 3012/7316 [00:31<00:36, 117.02it/s]\n10335 28.9065 : 41%|████ | 3012/7316 [00:31<00:36, 117.02it/s]\n10335 28.9065 : 41%|████▏ | 3025/7316 [00:31<00:36, 118.53it/s]\n10335 28.9065 : 42%|████▏ | 3038/7316 [00:31<00:35, 119.21it/s]\n10355 31.1408 : 42%|████▏ | 3038/7316 [00:31<00:35, 119.21it/s]\n10355 31.1408 : 42%|████▏ | 3050/7316 [00:31<00:37, 113.38it/s]\n10375 27.2475 : 42%|████▏ | 3050/7316 [00:31<00:37, 113.38it/s]\n10375 27.2475 : 42%|████▏ | 3062/7316 [00:31<00:43, 98.69it/s]\n10375 27.2475 : 42%|████▏ | 3073/7316 [00:32<00:43, 96.55it/s]\n10395 27.9703 : 42%|████▏ | 3073/7316 [00:32<00:43, 96.55it/s]\n10395 27.9703 : 42%|████▏ | 3084/7316 [00:32<00:43, 97.55it/s]\n10395 27.9703 : 42%|████▏ | 3094/7316 [00:32<00:43, 97.52it/s]\n10415 28.6432 : 42%|████▏ | 3094/7316 [00:32<00:43, 97.52it/s]\n10415 28.6432 : 42%|████▏ | 3104/7316 [00:32<00:43, 96.73it/s]\n10415 28.6432 : 43%|████▎ | 3114/7316 [00:32<00:44, 95.16it/s]\n10435 28.7887 : 43%|████▎ | 3114/7316 [00:32<00:44, 95.16it/s]\n10435 28.7887 : 43%|████▎ | 3124/7316 [00:32<00:45, 92.95it/s]\n10435 28.7887 : 43%|████▎ | 3134/7316 [00:32<00:45, 92.50it/s]\n10455 27.9239 : 43%|████▎ | 3134/7316 [00:32<00:45, 92.50it/s]\n10455 27.9239 : 43%|████▎ | 3144/7316 [00:32<00:45, 92.57it/s]\n10455 27.9239 : 43%|████▎ | 3155/7316 [00:32<00:43, 94.97it/s]\n10475 28.2531 : 43%|████▎ | 3155/7316 [00:32<00:43, 94.97it/s]\n10475 28.2531 : 43%|████▎ | 3166/7316 [00:33<00:42, 96.63it/s]\n10475 28.2531 : 43%|████▎ | 3176/7316 [00:33<00:42, 97.54it/s]\n10495 26.5038 : 43%|████▎ | 3176/7316 [00:33<00:42, 97.54it/s]\n10495 26.5038 : 44%|████▎ | 3186/7316 [00:33<00:42, 97.11it/s]\n10495 26.5038 : 44%|████▎ | 3196/7316 [00:33<00:42, 97.21it/s]\n10515 30.2180 : 44%|████▎ | 3196/7316 [00:33<00:42, 97.21it/s]\n10515 30.2180 : 44%|████▍ | 3206/7316 [00:33<00:46, 88.74it/s]\n10515 30.2180 : 44%|████▍ | 3216/7316 [00:33<00:49, 82.38it/s]\n10535 29.5503 : 44%|████▍ | 3216/7316 [00:33<00:49, 82.38it/s]\n10535 29.5503 : 44%|████▍ | 3225/7316 [00:33<00:48, 83.79it/s]\n10535 29.5503 : 44%|████▍ | 3235/7316 [00:33<00:46, 87.91it/s]\n10555 27.0572 : 44%|████▍ | 3235/7316 [00:33<00:46, 87.91it/s]\n10555 27.0572 : 44%|████▍ | 3246/7316 [00:33<00:43, 93.08it/s]\n10555 27.0572 : 45%|████▍ | 3257/7316 [00:34<00:42, 95.66it/s]\n10575 28.0620 : 45%|████▍ | 3257/7316 [00:34<00:42, 95.66it/s]\n10575 28.0620 : 45%|████▍ | 3267/7316 [00:34<00:42, 96.19it/s]\n10575 28.0620 : 45%|████▍ | 3277/7316 [00:34<00:42, 95.76it/s]\n10595 29.6874 : 45%|████▍ | 3277/7316 [00:34<00:42, 95.76it/s]\n10595 29.6874 : 45%|████▍ | 3287/7316 [00:34<00:42, 95.81it/s]\n10595 29.6874 : 45%|████▌ | 3297/7316 [00:34<00:41, 96.50it/s]\n10615 26.7373 : 45%|████▌ | 3297/7316 [00:34<00:41, 96.50it/s]\n10615 26.7373 : 45%|████▌ | 3307/7316 [00:34<00:41, 96.23it/s]\n10615 26.7373 : 45%|████▌ | 3318/7316 [00:34<00:40, 98.46it/s]\n10635 24.3856 : 45%|████▌ | 3318/7316 [00:34<00:40, 98.46it/s]\n10635 24.3856 : 46%|████▌ | 3329/7316 [00:34<00:39, 100.58it/s]\n10655 25.7686 : 46%|████▌ | 3329/7316 [00:34<00:39, 100.58it/s]\n10655 25.7686 : 46%|████▌ | 3340/7316 [00:34<00:39, 100.39it/s]\n10655 25.7686 : 46%|████▌ | 3351/7316 [00:34<00:39, 99.49it/s]\n10675 32.9688 : 46%|████▌ | 3351/7316 [00:35<00:39, 99.49it/s]\n10675 32.9688 : 46%|████▌ | 3361/7316 [00:35<00:42, 92.42it/s]\n10675 32.9688 : 46%|████▌ | 3371/7316 [00:35<00:42, 91.86it/s]\n10695 28.2079 : 46%|████▌ | 3371/7316 [00:35<00:42, 91.86it/s]\n10695 28.2079 : 46%|████▌ | 3383/7316 [00:35<00:40, 97.81it/s]\n10695 28.2079 : 46%|████▋ | 3396/7316 [00:35<00:37, 105.11it/s]\n10715 27.3966 : 46%|████▋ | 3396/7316 [00:35<00:37, 105.11it/s]\n10715 27.3966 : 47%|████▋ | 3408/7316 [00:35<00:35, 108.99it/s]\n10735 29.8926 : 47%|████▋ | 3408/7316 [00:35<00:35, 108.99it/s]\n10735 29.8926 : 47%|████▋ | 3420/7316 [00:35<00:35, 110.41it/s]\n10735 29.8926 : 47%|████▋ | 3432/7316 [00:35<00:35, 110.70it/s]\n10755 28.4150 : 47%|████▋ | 3432/7316 [00:35<00:35, 110.70it/s]\n10755 28.4150 : 47%|████▋ | 3444/7316 [00:35<00:34, 110.99it/s]\n10755 28.4150 : 47%|████▋ | 3456/7316 [00:35<00:34, 112.00it/s]\n10775 28.1555 : 47%|████▋ | 3456/7316 [00:35<00:34, 112.00it/s]\n10775 28.1555 : 47%|████▋ | 3468/7316 [00:36<00:33, 113.69it/s]\n10795 26.9669 : 47%|████▋ | 3468/7316 [00:36<00:33, 113.69it/s]\n10795 26.9669 : 48%|████▊ | 3481/7316 [00:36<00:33, 116.13it/s]\n10795 26.9669 : 48%|████▊ | 3493/7316 [00:36<00:32, 116.91it/s]\n10815 25.9614 : 48%|████▊ | 3493/7316 [00:36<00:32, 116.91it/s]\n10815 25.9614 : 48%|████▊ | 3505/7316 [00:36<00:32, 115.94it/s]\n10815 25.9614 : 48%|████▊ | 3517/7316 [00:36<00:34, 108.89it/s]\n10835 30.1669 : 48%|████▊ | 3517/7316 [00:36<00:34, 108.89it/s]\n10835 30.1669 : 48%|████▊ | 3529/7316 [00:36<00:33, 111.47it/s]\n10855 30.5352 : 48%|████▊ | 3529/7316 [00:36<00:33, 111.47it/s]\n10855 30.5352 : 48%|████▊ | 3543/7316 [00:36<00:31, 118.93it/s]\n10855 30.5352 : 49%|████▊ | 3558/7316 [00:36<00:29, 125.75it/s]\n10875 30.1797 : 49%|████▊ | 3558/7316 [00:36<00:29, 125.75it/s]\n10875 30.1797 : 49%|████▉ | 3572/7316 [00:36<00:29, 128.90it/s]\n10895 29.6786 : 49%|████▉ | 3572/7316 [00:36<00:29, 128.90it/s]\n10895 29.6786 : 49%|████▉ | 3586/7316 [00:37<00:28, 129.22it/s]\n10915 31.3512 : 49%|████▉ | 3586/7316 [00:37<00:28, 129.22it/s]\n10915 31.3512 : 49%|████▉ | 3600/7316 [00:37<00:28, 129.59it/s]\n10915 31.3512 : 49%|████▉ | 3614/7316 [00:37<00:28, 132.07it/s]\n10935 29.7896 : 49%|████▉ | 3614/7316 [00:37<00:28, 132.07it/s]\n10935 29.7896 : 50%|████▉ | 3629/7316 [00:37<00:27, 134.83it/s]\n10955 29.3857 : 50%|████▉ | 3629/7316 [00:37<00:27, 134.83it/s]\n10955 29.3857 : 50%|████▉ | 3644/7316 [00:37<00:26, 136.40it/s]\n10955 29.3857 : 50%|█████ | 3658/7316 [00:37<00:27, 135.37it/s]\n10975 36.1427 : 50%|█████ | 3658/7316 [00:37<00:27, 135.37it/s]\n10975 36.1427 : 50%|█████ | 3672/7316 [00:37<00:29, 121.91it/s]\n10995 31.3261 : 50%|█████ | 3672/7316 [00:37<00:29, 121.91it/s]\n10995 31.3261 : 50%|█████ | 3685/7316 [00:37<00:29, 123.20it/s]\n11015 28.7644 : 50%|█████ | 3685/7316 [00:37<00:29, 123.20it/s]\n11015 28.7644 : 51%|█████ | 3700/7316 [00:37<00:28, 128.74it/s]\n11015 28.7644 : 51%|█████ | 3715/7316 [00:37<00:27, 133.28it/s]\n11035 31.5961 : 51%|█████ | 3715/7316 [00:38<00:27, 133.28it/s]\n11035 31.5961 : 51%|█████ | 3729/7316 [00:38<00:26, 133.78it/s]\n11055 32.0743 : 51%|█████ | 3729/7316 [00:38<00:26, 133.78it/s]\n11055 32.0743 : 51%|█████ | 3743/7316 [00:38<00:26, 133.84it/s]\n11055 32.0743 : 51%|█████▏ | 3757/7316 [00:38<00:26, 134.32it/s]\n11075 29.5606 : 51%|█████▏ | 3757/7316 [00:38<00:26, 134.32it/s]\n11075 29.5606 : 52%|█████▏ | 3772/7316 [00:38<00:25, 136.99it/s]\n11095 28.6080 : 52%|█████▏ | 3772/7316 [00:38<00:25, 136.99it/s]\n11095 28.6080 : 52%|█████▏ | 3787/7316 [00:38<00:25, 139.87it/s]\n11115 29.0610 : 52%|█████▏ | 3787/7316 [00:38<00:25, 139.87it/s]\n11115 29.0610 : 52%|█████▏ | 3802/7316 [00:38<00:25, 140.04it/s]\n11115 29.0610 : 52%|█████▏ | 3817/7316 [00:38<00:27, 129.09it/s]\n11135 38.2318 : 52%|█████▏ | 3817/7316 [00:38<00:27, 129.09it/s]\n11135 38.2318 : 52%|█████▏ | 3831/7316 [00:38<00:29, 117.39it/s]\n11155 31.7523 : 52%|█████▏ | 3831/7316 [00:38<00:29, 117.39it/s]\n11155 31.7523 : 53%|█████▎ | 3844/7316 [00:38<00:29, 118.56it/s]\n11155 31.7523 : 53%|█████▎ | 3857/7316 [00:39<00:28, 121.25it/s]\n11175 30.6203 : 53%|█████▎ | 3857/7316 [00:39<00:28, 121.25it/s]\n11175 30.6203 : 53%|█████▎ | 3870/7316 [00:39<00:28, 122.67it/s]\n11195 27.3690 : 53%|█████▎ | 3870/7316 [00:39<00:28, 122.67it/s]\n11195 27.3690 : 53%|█████▎ | 3883/7316 [00:39<00:27, 123.25it/s]\n11195 27.3690 : 53%|█████▎ | 3896/7316 [00:39<00:27, 123.17it/s]\n11215 29.2684 : 53%|█████▎ | 3896/7316 [00:39<00:27, 123.17it/s]\n11215 29.2684 : 53%|█████▎ | 3909/7316 [00:39<00:27, 124.21it/s]\n11235 28.7396 : 53%|█████▎ | 3909/7316 [00:39<00:27, 124.21it/s]\n11235 28.7396 : 54%|█████▎ | 3923/7316 [00:39<00:26, 126.05it/s]\n11235 28.7396 : 54%|█████▍ | 3937/7316 [00:39<00:26, 129.66it/s]\n11255 29.2448 : 54%|█████▍ | 3937/7316 [00:39<00:26, 129.66it/s]\n11255 29.2448 : 54%|█████▍ | 3951/7316 [00:39<00:25, 131.03it/s]\n11275 28.9822 : 54%|█████▍ | 3951/7316 [00:39<00:25, 131.03it/s]\n11275 28.9822 : 54%|█████▍ | 3965/7316 [00:39<00:26, 124.58it/s]\n11275 28.9822 : 54%|█████▍ | 3978/7316 [00:40<00:32, 102.38it/s]\n11295 32.5398 : 54%|█████▍ | 3978/7316 [00:40<00:32, 102.38it/s]\n11295 32.5398 : 55%|█████▍ | 3989/7316 [00:40<00:33, 99.49it/s]\n11315 28.5290 : 55%|█████▍ | 3989/7316 [00:40<00:33, 99.49it/s]\n11315 28.5290 : 55%|█████▍ | 4000/7316 [00:40<00:33, 100.27it/s]\n11315 28.5290 : 55%|█████▍ | 4011/7316 [00:40<00:32, 102.31it/s]\n11335 31.0907 : 55%|█████▍ | 4011/7316 [00:40<00:32, 102.31it/s]\n11335 31.0907 : 55%|█████▍ | 4022/7316 [00:40<00:32, 101.93it/s]\n11335 31.0907 : 55%|█████▌ | 4033/7316 [00:40<00:32, 101.35it/s]\n11355 31.2918 : 55%|█████▌ | 4033/7316 [00:40<00:32, 101.35it/s]\n11355 31.2918 : 55%|█████▌ | 4044/7316 [00:40<00:32, 100.37it/s]\n11355 31.2918 : 55%|█████▌ | 4055/7316 [00:40<00:32, 100.94it/s]\n11375 30.7126 : 55%|█████▌ | 4055/7316 [00:40<00:32, 100.94it/s]\n11375 30.7126 : 56%|█████▌ | 4066/7316 [00:41<00:31, 103.02it/s]\n11375 30.7126 : 56%|█████▌ | 4078/7316 [00:41<00:30, 106.08it/s]\n11395 30.3055 : 56%|█████▌ | 4078/7316 [00:41<00:30, 106.08it/s]\n11395 30.3055 : 56%|█████▌ | 4090/7316 [00:41<00:29, 109.74it/s]\n11415 29.7596 : 56%|█████▌ | 4090/7316 [00:41<00:29, 109.74it/s]\n11415 29.7596 : 56%|█████▌ | 4102/7316 [00:41<00:29, 110.58it/s]\n11415 29.7596 : 56%|█████▌ | 4114/7316 [00:41<00:29, 110.38it/s]\n11435 31.7658 : 56%|█████▌ | 4114/7316 [00:41<00:29, 110.38it/s]\n11435 31.7658 : 56%|█████▋ | 4126/7316 [00:41<00:36, 87.12it/s]\n11435 31.7658 : 57%|█████▋ | 4136/7316 [00:41<00:39, 80.23it/s]\n11455 30.5839 : 57%|█████▋ | 4136/7316 [00:41<00:39, 80.23it/s]\n11455 30.5839 : 57%|█████▋ | 4145/7316 [00:41<00:39, 79.72it/s]\n11455 30.5839 : 57%|█████▋ | 4154/7316 [00:42<00:38, 81.08it/s]\n11475 28.0740 : 57%|█████▋ | 4154/7316 [00:42<00:38, 81.08it/s]\n11475 28.0740 : 57%|█████▋ | 4163/7316 [00:42<00:37, 83.14it/s]\n11475 28.0740 : 57%|█████▋ | 4172/7316 [00:42<00:37, 83.84it/s]\n11495 28.2070 : 57%|█████▋ | 4172/7316 [00:42<00:37, 83.84it/s]\n11495 28.2070 : 57%|█████▋ | 4181/7316 [00:42<00:37, 83.98it/s]\n11495 28.2070 : 57%|█████▋ | 4190/7316 [00:42<00:36, 84.70it/s]\n11495 28.2070 : 57%|█████▋ | 4199/7316 [00:42<00:37, 83.87it/s]\n11515 27.4035 : 57%|█████▋ | 4199/7316 [00:42<00:37, 83.87it/s]\n11515 27.4035 : 58%|█████▊ | 4208/7316 [00:42<00:36, 84.95it/s]\n11515 27.4035 : 58%|█████▊ | 4217/7316 [00:42<00:35, 86.16it/s]\n11535 28.3302 : 58%|█████▊ | 4217/7316 [00:42<00:35, 86.16it/s]\n11535 28.3302 : 58%|█████▊ | 4227/7316 [00:42<00:34, 88.33it/s]\n11535 28.3302 : 58%|█████▊ | 4237/7316 [00:42<00:33, 91.60it/s]\n11555 28.5168 : 58%|█████▊ | 4237/7316 [00:42<00:33, 91.60it/s]\n11555 28.5168 : 58%|█████▊ | 4247/7316 [00:43<00:32, 93.50it/s]\n11555 28.5168 : 58%|█████▊ | 4257/7316 [00:43<00:32, 93.12it/s]\n11575 28.7663 : 58%|█████▊ | 4257/7316 [00:43<00:32, 93.12it/s]\n11575 28.7663 : 58%|█████▊ | 4267/7316 [00:43<00:33, 91.50it/s]\n11575 28.7663 : 58%|█████▊ | 4277/7316 [00:43<00:38, 79.01it/s]\n11595 28.0026 : 58%|█████▊ | 4277/7316 [00:43<00:38, 79.01it/s]\n11595 28.0026 : 59%|█████▊ | 4286/7316 [00:43<00:40, 75.31it/s]\n11595 28.0026 : 59%|█████▊ | 4294/7316 [00:43<00:39, 76.03it/s]\n11615 27.9741 : 59%|█████▊ | 4294/7316 [00:43<00:39, 76.03it/s]\n11615 27.9741 : 59%|█████▉ | 4303/7316 [00:43<00:38, 78.03it/s]\n11615 27.9741 : 59%|█████▉ | 4312/7316 [00:43<00:37, 80.09it/s]\n11635 29.3415 : 59%|█████▉ | 4312/7316 [00:43<00:37, 80.09it/s]\n11635 29.3415 : 59%|█████▉ | 4321/7316 [00:43<00:36, 81.66it/s]\n11635 29.3415 : 59%|█████▉ | 4330/7316 [00:44<00:36, 82.03it/s]\n11635 29.3415 : 59%|█████▉ | 4339/7316 [00:44<00:36, 81.71it/s]\n11655 28.4516 : 59%|█████▉ | 4339/7316 [00:44<00:36, 81.71it/s]\n11655 28.4516 : 59%|█████▉ | 4348/7316 [00:44<00:36, 81.29it/s]\n11655 28.4516 : 60%|█████▉ | 4357/7316 [00:44<00:36, 81.05it/s]\n11675 26.7269 : 60%|█████▉ | 4357/7316 [00:44<00:36, 81.05it/s]\n11675 26.7269 : 60%|█████▉ | 4366/7316 [00:44<00:35, 82.02it/s]\n11675 26.7269 : 60%|█████▉ | 4375/7316 [00:44<00:35, 83.58it/s]\n11695 26.4347 : 60%|█████▉ | 4375/7316 [00:44<00:35, 83.58it/s]\n11695 26.4347 : 60%|█████▉ | 4384/7316 [00:44<00:34, 85.24it/s]\n11695 26.4347 : 60%|██████ | 4394/7316 [00:44<00:33, 86.82it/s]\n11715 27.9607 : 60%|██████ | 4394/7316 [00:44<00:33, 86.82it/s]\n11715 27.9607 : 60%|██████ | 4403/7316 [00:44<00:33, 86.78it/s]\n11715 27.9607 : 60%|██████ | 4412/7316 [00:45<00:33, 85.76it/s]\n11735 25.3330 : 60%|██████ | 4412/7316 [00:45<00:33, 85.76it/s]\n11735 25.3330 : 60%|██████ | 4421/7316 [00:45<00:35, 82.23it/s]\n11735 25.3330 : 61%|██████ | 4430/7316 [00:45<00:38, 75.75it/s]\n11735 25.3330 : 61%|██████ | 4438/7316 [00:45<00:38, 75.52it/s]\n11755 30.9603 : 61%|██████ | 4438/7316 [00:45<00:38, 75.52it/s]\n11755 30.9603 : 61%|██████ | 4447/7316 [00:45<00:36, 78.40it/s]\n11755 30.9603 : 61%|██████ | 4457/7316 [00:45<00:34, 82.62it/s]\n11775 27.4254 : 61%|██████ | 4457/7316 [00:45<00:34, 82.62it/s]\n11775 27.4254 : 61%|██████ | 4467/7316 [00:45<00:33, 86.03it/s]\n11775 27.4254 : 61%|██████ | 4476/7316 [00:45<00:32, 86.97it/s]\n11795 31.0860 : 61%|██████ | 4476/7316 [00:45<00:32, 86.97it/s]\n11795 31.0860 : 61%|██████▏ | 4485/7316 [00:45<00:32, 87.39it/s]\n11795 31.0860 : 61%|██████▏ | 4494/7316 [00:46<00:32, 86.81it/s]\n11815 32.7589 : 61%|██████▏ | 4494/7316 [00:46<00:32, 86.81it/s]\n11815 32.7589 : 62%|██████▏ | 4503/7316 [00:46<00:32, 86.01it/s]\n11815 32.7589 : 62%|██████▏ | 4512/7316 [00:46<00:32, 87.06it/s]\n11835 30.2863 : 62%|██████▏ | 4512/7316 [00:46<00:32, 87.06it/s]\n11835 30.2863 : 62%|██████▏ | 4521/7316 [00:46<00:31, 87.70it/s]\n11835 30.2863 : 62%|██████▏ | 4531/7316 [00:46<00:31, 89.84it/s]\n11855 27.7321 : 62%|██████▏ | 4531/7316 [00:46<00:31, 89.84it/s]\n11855 27.7321 : 62%|██████▏ | 4541/7316 [00:46<00:30, 91.75it/s]\n11855 27.7321 : 62%|██████▏ | 4551/7316 [00:46<00:29, 93.88it/s]\n11875 28.6496 : 62%|██████▏ | 4551/7316 [00:46<00:29, 93.88it/s]\n11875 28.6496 : 62%|██████▏ | 4561/7316 [00:46<00:29, 92.72it/s]\n11875 28.6496 : 62%|██████▏ | 4571/7316 [00:46<00:30, 90.18it/s]\n11895 31.8982 : 62%|██████▏ | 4571/7316 [00:47<00:30, 90.18it/s]\n11895 31.8982 : 63%|██████▎ | 4581/7316 [00:47<00:33, 82.86it/s]\n11895 31.8982 : 63%|██████▎ | 4590/7316 [00:47<00:32, 82.90it/s]\n11915 28.3240 : 63%|██████▎ | 4590/7316 [00:47<00:32, 82.90it/s]\n11915 28.3240 : 63%|██████▎ | 4600/7316 [00:47<00:31, 86.22it/s]\n11915 28.3240 : 63%|██████▎ | 4610/7316 [00:47<00:30, 89.74it/s]\n11935 28.9876 : 63%|██████▎ | 4610/7316 [00:47<00:30, 89.74it/s]\n11935 28.9876 : 63%|██████▎ | 4620/7316 [00:47<00:29, 92.47it/s]\n11935 28.9876 : 63%|██████▎ | 4630/7316 [00:47<00:28, 93.40it/s]\n11955 28.9250 : 63%|██████▎ | 4630/7316 [00:47<00:28, 93.40it/s]\n11955 28.9250 : 63%|██████▎ | 4640/7316 [00:47<00:28, 94.36it/s]\n11955 28.9250 : 64%|██████▎ | 4650/7316 [00:47<00:28, 93.59it/s]\n11975 25.7178 : 64%|██████▎ | 4650/7316 [00:47<00:28, 93.59it/s]\n11975 25.7178 : 64%|██████▎ | 4660/7316 [00:47<00:28, 93.53it/s]\n11975 25.7178 : 64%|██████▍ | 4670/7316 [00:47<00:28, 94.02it/s]\n11995 28.5102 : 64%|██████▍ | 4670/7316 [00:48<00:28, 94.02it/s]\n11995 28.5102 : 64%|██████▍ | 4680/7316 [00:48<00:27, 95.22it/s]\n11995 28.5102 : 64%|██████▍ | 4691/7316 [00:48<00:26, 97.49it/s]\n12015 28.3681 : 64%|██████▍ | 4691/7316 [00:48<00:26, 97.49it/s]\n12015 28.3681 : 64%|██████▍ | 4701/7316 [00:48<00:26, 98.16it/s]\n12015 28.3681 : 64%|██████▍ | 4711/7316 [00:48<00:26, 98.30it/s]\n12035 29.1971 : 64%|██████▍ | 4711/7316 [00:48<00:26, 98.30it/s]\n12035 29.1971 : 65%|██████▍ | 4721/7316 [00:48<00:27, 95.61it/s]\n12035 29.1971 : 65%|██████▍ | 4731/7316 [00:48<00:29, 88.39it/s]\n12055 28.9915 : 65%|██████▍ | 4731/7316 [00:48<00:29, 88.39it/s]\n12055 28.9915 : 65%|██████▍ | 4740/7316 [00:48<00:30, 85.78it/s]\n12055 28.9915 : 65%|██████▍ | 4750/7316 [00:48<00:28, 88.54it/s]\n12075 30.9329 : 65%|██████▍ | 4750/7316 [00:48<00:28, 88.54it/s]\n12075 30.9329 : 65%|██████▌ | 4761/7316 [00:48<00:27, 92.05it/s]\n12075 30.9329 : 65%|██████▌ | 4771/7316 [00:49<00:27, 94.25it/s]\n12095 29.3563 : 65%|██████▌ | 4771/7316 [00:49<00:27, 94.25it/s]\n12095 29.3563 : 65%|██████▌ | 4781/7316 [00:49<00:26, 94.66it/s]\n12095 29.3563 : 65%|██████▌ | 4791/7316 [00:49<00:26, 95.29it/s]\n12115 30.9972 : 65%|██████▌ | 4791/7316 [00:49<00:26, 95.29it/s]\n12115 30.9972 : 66%|██████▌ | 4801/7316 [00:49<00:26, 93.65it/s]\n12115 30.9972 : 66%|██████▌ | 4811/7316 [00:49<00:26, 93.59it/s]\n12135 29.0144 : 66%|██████▌ | 4811/7316 [00:49<00:26, 93.59it/s]\n12135 29.0144 : 66%|██████▌ | 4821/7316 [00:49<00:26, 94.18it/s]\n12135 29.0144 : 66%|██████▌ | 4831/7316 [00:49<00:25, 95.65it/s]\n12155 28.3114 : 66%|██████▌ | 4831/7316 [00:49<00:25, 95.65it/s]\n12155 28.3114 : 66%|██████▌ | 4842/7316 [00:49<00:25, 97.12it/s]\n12155 28.3114 : 66%|██████▋ | 4853/7316 [00:49<00:24, 98.56it/s]\n12175 28.7676 : 66%|██████▋ | 4853/7316 [00:49<00:24, 98.56it/s]\n12175 28.7676 : 66%|██████▋ | 4863/7316 [00:50<00:25, 97.22it/s]\n12175 28.7676 : 67%|██████▋ | 4873/7316 [00:50<00:25, 95.59it/s]\n12195 34.2166 : 67%|██████▋ | 4873/7316 [00:50<00:25, 95.59it/s]\n12195 34.2166 : 67%|██████▋ | 4883/7316 [00:50<00:27, 88.25it/s]\n12195 34.2166 : 67%|██████▋ | 4892/7316 [00:50<00:28, 85.23it/s]\n12215 28.9520 : 67%|██████▋ | 4892/7316 [00:50<00:28, 85.23it/s]\n12215 28.9520 : 67%|██████▋ | 4902/7316 [00:50<00:27, 86.86it/s]\n12215 28.9520 : 67%|██████▋ | 4913/7316 [00:50<00:26, 90.76it/s]\n12235 29.0938 : 67%|██████▋ | 4913/7316 [00:50<00:26, 90.76it/s]\n12235 29.0938 : 67%|██████▋ | 4923/7316 [00:50<00:25, 93.31it/s]\n12235 29.0938 : 67%|██████▋ | 4933/7316 [00:50<00:25, 93.63it/s]\n12255 30.2466 : 67%|██████▋ | 4933/7316 [00:50<00:25, 93.63it/s]\n12255 30.2466 : 68%|██████▊ | 4943/7316 [00:50<00:25, 91.96it/s]\n12255 30.2466 : 68%|██████▊ | 4953/7316 [00:51<00:26, 90.27it/s]\n12275 27.9655 : 68%|██████▊ | 4953/7316 [00:51<00:26, 90.27it/s]\n12275 27.9655 : 68%|██████▊ | 4963/7316 [00:51<00:26, 89.54it/s]\n12275 27.9655 : 68%|██████▊ | 4973/7316 [00:51<00:25, 90.83it/s]\n12295 30.6475 : 68%|██████▊ | 4973/7316 [00:51<00:25, 90.83it/s]\n12295 30.6475 : 68%|██████▊ | 4983/7316 [00:51<00:25, 91.78it/s]\n12295 30.6475 : 68%|██████▊ | 4994/7316 [00:51<00:24, 94.31it/s]\n12315 28.2819 : 68%|██████▊ | 4994/7316 [00:51<00:24, 94.31it/s]\n12315 28.2819 : 68%|██████▊ | 5005/7316 [00:51<00:24, 96.21it/s]\n12315 28.2819 : 69%|██████▊ | 5015/7316 [00:51<00:23, 96.15it/s]\n12335 26.8471 : 69%|██████▊ | 5015/7316 [00:51<00:23, 96.15it/s]\n12335 26.8471 : 69%|██████▊ | 5025/7316 [00:51<00:23, 95.58it/s]\n12335 26.8471 : 69%|██████▉ | 5035/7316 [00:51<00:26, 86.81it/s]\n12355 28.2846 : 69%|██████▉ | 5035/7316 [00:52<00:26, 86.81it/s]\n12355 28.2846 : 69%|██████▉ | 5044/7316 [00:52<00:27, 81.83it/s]\n12355 28.2846 : 69%|██████▉ | 5053/7316 [00:52<00:27, 83.59it/s]\n12375 26.8190 : 69%|██████▉ | 5053/7316 [00:52<00:27, 83.59it/s]\n12375 26.8190 : 69%|██████▉ | 5063/7316 [00:52<00:26, 85.43it/s]\n12375 26.8190 : 69%|██████▉ | 5073/7316 [00:52<00:25, 87.59it/s]\n12395 27.5324 : 69%|██████▉ | 5073/7316 [00:52<00:25, 87.59it/s]\n12395 27.5324 : 69%|██████▉ | 5082/7316 [00:52<00:25, 87.44it/s]\n12395 27.5324 : 70%|██████▉ | 5091/7316 [00:52<00:25, 86.18it/s]\n12415 24.8277 : 70%|██████▉ | 5091/7316 [00:52<00:25, 86.18it/s]\n12415 24.8277 : 70%|██████▉ | 5100/7316 [00:52<00:26, 84.83it/s]\n12415 24.8277 : 70%|██████▉ | 5109/7316 [00:52<00:26, 83.12it/s]\n12415 24.8277 : 70%|██████▉ | 5118/7316 [00:52<00:26, 83.20it/s]\n12435 25.8452 : 70%|██████▉ | 5118/7316 [00:52<00:26, 83.20it/s]\n12435 25.8452 : 70%|███████ | 5127/7316 [00:53<00:26, 83.59it/s]\n12435 25.8452 : 70%|███████ | 5136/7316 [00:53<00:25, 84.09it/s]\n12455 26.6839 : 70%|███████ | 5136/7316 [00:53<00:25, 84.09it/s]\n12455 26.6839 : 70%|███████ | 5145/7316 [00:53<00:25, 85.66it/s]\n12455 26.6839 : 70%|███████ | 5155/7316 [00:53<00:24, 87.58it/s]\n12475 26.1938 : 70%|███████ | 5155/7316 [00:53<00:24, 87.58it/s]\n12475 26.1938 : 71%|███████ | 5164/7316 [00:53<00:24, 87.95it/s]\n12475 26.1938 : 71%|███████ | 5173/7316 [00:53<00:24, 86.92it/s]\n12495 25.8568 : 71%|███████ | 5173/7316 [00:53<00:24, 86.92it/s]\n12495 25.8568 : 71%|███████ | 5182/7316 [00:53<00:25, 84.79it/s]\n12495 25.8568 : 71%|███████ | 5191/7316 [00:53<00:27, 76.41it/s]\n12495 25.8568 : 71%|███████ | 5199/7316 [00:53<00:28, 75.60it/s]\n12515 28.4545 : 71%|███████ | 5199/7316 [00:53<00:28, 75.60it/s]\n12515 28.4545 : 71%|███████ | 5207/7316 [00:54<00:27, 76.75it/s]\n12515 28.4545 : 71%|███████▏ | 5216/7316 [00:54<00:26, 79.72it/s]\n12535 26.6359 : 71%|███████▏ | 5216/7316 [00:54<00:26, 79.72it/s]\n12535 26.6359 : 71%|███████▏ | 5225/7316 [00:54<00:25, 82.08it/s]\n12535 26.6359 : 72%|███████▏ | 5234/7316 [00:54<00:25, 82.89it/s]\n12555 26.1994 : 72%|███████▏ | 5234/7316 [00:54<00:25, 82.89it/s]\n12555 26.1994 : 72%|███████▏ | 5243/7316 [00:54<00:25, 82.06it/s]\n12555 26.1994 : 72%|███████▏ | 5252/7316 [00:54<00:25, 81.26it/s]\n12575 28.5831 : 72%|███████▏ | 5252/7316 [00:54<00:25, 81.26it/s]\n12575 28.5831 : 72%|███████▏ | 5261/7316 [00:54<00:25, 79.66it/s]\n12575 28.5831 : 72%|███████▏ | 5269/7316 [00:54<00:25, 79.54it/s]\n12575 28.5831 : 72%|███████▏ | 5278/7316 [00:54<00:25, 80.02it/s]\n12595 26.3832 : 72%|███████▏ | 5278/7316 [00:54<00:25, 80.02it/s]\n12595 26.3832 : 72%|███████▏ | 5287/7316 [00:55<00:25, 80.79it/s]\n12595 26.3832 : 72%|███████▏ | 5296/7316 [00:55<00:24, 81.81it/s]\n12615 25.8988 : 72%|███████▏ | 5296/7316 [00:55<00:24, 81.81it/s]\n12615 25.8988 : 73%|███████▎ | 5305/7316 [00:55<00:24, 83.75it/s]\n12615 25.8988 : 73%|███████▎ | 5314/7316 [00:55<00:23, 84.61it/s]\n12635 27.5005 : 73%|███████▎ | 5314/7316 [00:55<00:23, 84.61it/s]\n12635 27.5005 : 73%|███████▎ | 5323/7316 [00:55<00:23, 83.66it/s]\n12635 27.5005 : 73%|███████▎ | 5332/7316 [00:55<00:24, 82.01it/s]\n12655 35.4700 : 73%|███████▎ | 5332/7316 [00:55<00:24, 82.01it/s]\n12655 35.4700 : 73%|███████▎ | 5341/7316 [00:55<00:24, 79.71it/s]\n12655 35.4700 : 73%|███████▎ | 5349/7316 [00:55<00:25, 76.65it/s]\n12655 35.4700 : 73%|███████▎ | 5357/7316 [00:55<00:26, 75.18it/s]\n12675 25.4262 : 73%|███████▎ | 5357/7316 [00:55<00:26, 75.18it/s]\n12675 25.4262 : 73%|███████▎ | 5366/7316 [00:55<00:24, 78.76it/s]\n12675 25.4262 : 73%|███████▎ | 5377/7316 [00:56<00:22, 86.31it/s]\n12695 25.1412 : 73%|███████▎ | 5377/7316 [00:56<00:22, 86.31it/s]\n12695 25.1412 : 74%|███████▎ | 5388/7316 [00:56<00:20, 91.99it/s]\n12695 25.1412 : 74%|███████▍ | 5399/7316 [00:56<00:20, 95.64it/s]\n12715 22.0184 : 74%|███████▍ | 5399/7316 [00:56<00:20, 95.64it/s]\n12715 22.0184 : 74%|███████▍ | 5410/7316 [00:56<00:19, 98.11it/s]\n12735 24.9398 : 74%|███████▍ | 5410/7316 [00:56<00:19, 98.11it/s]\n12735 24.9398 : 74%|███████▍ | 5420/7316 [00:56<00:19, 98.00it/s]\n12735 24.9398 : 74%|███████▍ | 5431/7316 [00:56<00:18, 99.37it/s]\n12755 25.1793 : 74%|███████▍ | 5431/7316 [00:56<00:18, 99.37it/s]\n12755 25.1793 : 74%|███████▍ | 5442/7316 [00:56<00:18, 101.06it/s]\n12755 25.1793 : 75%|███████▍ | 5454/7316 [00:56<00:17, 103.90it/s]\n12775 24.4797 : 75%|███████▍ | 5454/7316 [00:56<00:17, 103.90it/s]\n12775 24.4797 : 75%|███████▍ | 5466/7316 [00:56<00:17, 105.99it/s]\n12775 24.4797 : 75%|███████▍ | 5478/7316 [00:57<00:17, 107.19it/s]\n12795 25.4849 : 75%|███████▍ | 5478/7316 [00:57<00:17, 107.19it/s]\n12795 25.4849 : 75%|███████▌ | 5489/7316 [00:57<00:17, 106.31it/s]\n12815 29.7712 : 75%|███████▌ | 5489/7316 [00:57<00:17, 106.31it/s]\n12815 29.7712 : 75%|███████▌ | 5500/7316 [00:57<00:18, 99.18it/s]\n12815 29.7712 : 75%|███████▌ | 5511/7316 [00:57<00:18, 97.72it/s]\n12835 26.7256 : 75%|███████▌ | 5511/7316 [00:57<00:18, 97.72it/s]\n12835 26.7256 : 75%|███████▌ | 5523/7316 [00:57<00:17, 102.59it/s]\n12835 26.7256 : 76%|███████▌ | 5536/7316 [00:57<00:16, 110.04it/s]\n12855 27.5023 : 76%|███████▌ | 5536/7316 [00:57<00:16, 110.04it/s]\n12855 27.5023 : 76%|███████▌ | 5549/7316 [00:57<00:15, 114.95it/s]\n12875 27.9612 : 76%|███████▌ | 5549/7316 [00:57<00:15, 114.95it/s]\n12875 27.9612 : 76%|███████▌ | 5562/7316 [00:57<00:15, 116.76it/s]\n12875 27.9612 : 76%|███████▌ | 5574/7316 [00:57<00:14, 116.21it/s]\n12895 29.5157 : 76%|███████▌ | 5574/7316 [00:57<00:14, 116.21it/s]\n12895 29.5157 : 76%|███████▋ | 5587/7316 [00:58<00:14, 117.99it/s]\n12915 25.3830 : 76%|███████▋ | 5587/7316 [00:58<00:14, 117.99it/s]\n12915 25.3830 : 77%|███████▋ | 5600/7316 [00:58<00:14, 120.01it/s]\n12915 25.3830 : 77%|███████▋ | 5613/7316 [00:58<00:13, 122.85it/s]\n12935 27.9255 : 77%|███████▋ | 5613/7316 [00:58<00:13, 122.85it/s]\n12935 27.9255 : 77%|███████▋ | 5626/7316 [00:58<00:13, 123.73it/s]\n12935 27.9255 : 77%|███████▋ | 5639/7316 [00:58<00:13, 122.85it/s]\n12955 33.5406 : 77%|███████▋ | 5639/7316 [00:58<00:13, 122.85it/s]\n12955 33.5406 : 77%|███████▋ | 5652/7316 [00:58<00:15, 110.91it/s]\n12975 36.9804 : 77%|███████▋ | 5652/7316 [00:58<00:15, 110.91it/s]\n12975 36.9804 : 77%|███████▋ | 5664/7316 [00:58<00:15, 106.43it/s]\n12975 36.9804 : 78%|███████▊ | 5677/7316 [00:58<00:14, 110.59it/s]\n12995 28.4020 : 78%|███████▊ | 5677/7316 [00:58<00:14, 110.59it/s]\n12995 28.4020 : 78%|███████▊ | 5690/7316 [00:58<00:14, 115.35it/s]\n13015 28.4210 : 78%|███████▊ | 5690/7316 [00:58<00:14, 115.35it/s]\n13015 28.4210 : 78%|███████▊ | 5704/7316 [00:59<00:13, 119.60it/s]\n13015 28.4210 : 78%|███████▊ | 5717/7316 [00:59<00:13, 119.46it/s]\n13035 30.3188 : 78%|███████▊ | 5717/7316 [00:59<00:13, 119.46it/s]\n13035 30.3188 : 78%|███████▊ | 5730/7316 [00:59<00:13, 118.98it/s]\n13055 27.6580 : 78%|███████▊ | 5730/7316 [00:59<00:13, 118.98it/s]\n13055 27.6580 : 78%|███████▊ | 5742/7316 [00:59<00:13, 118.90it/s]\n13055 27.6580 : 79%|███████▊ | 5755/7316 [00:59<00:12, 121.63it/s]\n13075 31.4883 : 79%|███████▊ | 5755/7316 [00:59<00:12, 121.63it/s]\n13075 31.4883 : 79%|███████▉ | 5768/7316 [00:59<00:12, 123.62it/s]\n13095 28.6882 : 79%|███████▉ | 5768/7316 [00:59<00:12, 123.62it/s]\n13095 28.6882 : 79%|███████▉ | 5781/7316 [00:59<00:12, 123.65it/s]\n13095 28.6882 : 79%|███████▉ | 5794/7316 [00:59<00:12, 117.76it/s]\n13115 34.1480 : 79%|███████▉ | 5794/7316 [00:59<00:12, 117.76it/s]\n13115 34.1480 : 79%|███████▉ | 5806/7316 [00:59<00:15, 96.70it/s]\n13115 34.1480 : 80%|███████▉ | 5817/7316 [01:00<00:16, 90.56it/s]\n13135 28.3670 : 80%|███████▉ | 5817/7316 [01:00<00:16, 90.56it/s]\n13135 28.3670 : 80%|███████▉ | 5827/7316 [01:00<00:16, 92.13it/s]\n13135 28.3670 : 80%|███████▉ | 5838/7316 [01:00<00:15, 95.46it/s]\n13155 28.4808 : 80%|███████▉ | 5838/7316 [01:00<00:15, 95.46it/s]\n13155 28.4808 : 80%|███████▉ | 5849/7316 [01:00<00:15, 97.57it/s]\n13175 29.7360 : 80%|███████▉ | 5849/7316 [01:00<00:15, 97.57it/s]\n13175 29.7360 : 80%|████████ | 5860/7316 [01:00<00:14, 98.75it/s]\n13175 29.7360 : 80%|████████ | 5871/7316 [01:00<00:14, 96.98it/s]\n13195 29.3403 : 80%|████████ | 5871/7316 [01:00<00:14, 96.98it/s]\n13195 29.3403 : 80%|████████ | 5881/7316 [01:00<00:14, 96.19it/s]\n13195 29.3403 : 81%|████████ | 5892/7316 [01:00<00:14, 97.51it/s]\n13215 28.3961 : 81%|████████ | 5892/7316 [01:00<00:14, 97.51it/s]\n13215 28.3961 : 81%|████████ | 5903/7316 [01:00<00:14, 98.77it/s]\n13215 28.3961 : 81%|████████ | 5914/7316 [01:01<00:13, 101.45it/s]\n13235 28.8245 : 81%|████████ | 5914/7316 [01:01<00:13, 101.45it/s]\n13235 28.8245 : 81%|████████ | 5925/7316 [01:01<00:13, 103.13it/s]\n13235 28.8245 : 81%|████████ | 5936/7316 [01:01<00:13, 104.35it/s]\n13255 30.1445 : 81%|████████ | 5936/7316 [01:01<00:13, 104.35it/s]\n13255 30.1445 : 81%|████████▏ | 5947/7316 [01:01<00:13, 99.42it/s]\n13255 30.1445 : 81%|████████▏ | 5958/7316 [01:01<00:14, 92.18it/s]\n13275 33.1183 : 81%|████████▏ | 5958/7316 [01:01<00:14, 92.18it/s]\n13275 33.1183 : 82%|████████▏ | 5968/7316 [01:01<00:14, 92.58it/s]\n13295 30.5618 : 82%|████████▏ | 5968/7316 [01:01<00:14, 92.58it/s]\n13295 30.5618 : 82%|████████▏ | 5980/7316 [01:01<00:13, 98.31it/s]\n13295 30.5618 : 82%|████████▏ | 5992/7316 [01:01<00:12, 103.44it/s]\n13315 29.4609 : 82%|████████▏ | 5992/7316 [01:01<00:12, 103.44it/s]\n13315 29.4609 : 82%|████████▏ | 6004/7316 [01:01<00:12, 107.24it/s]\n13315 29.4609 : 82%|████████▏ | 6016/7316 [01:02<00:11, 109.34it/s]\n13335 30.7783 : 82%|████████▏ | 6016/7316 [01:02<00:11, 109.34it/s]\n13335 30.7783 : 82%|████████▏ | 6028/7316 [01:02<00:11, 109.58it/s]\n13355 29.3827 : 82%|████████▏ | 6028/7316 [01:02<00:11, 109.58it/s]\n13355 29.3827 : 83%|████████▎ | 6040/7316 [01:02<00:11, 111.03it/s]\n13355 29.3827 : 83%|████████▎ | 6053/7316 [01:02<00:11, 113.99it/s]\n13375 26.5157 : 83%|████████▎ | 6053/7316 [01:02<00:11, 113.99it/s]\n13375 26.5157 : 83%|████████▎ | 6066/7316 [01:02<00:10, 116.97it/s]\n13375 26.5157 : 83%|████████▎ | 6079/7316 [01:02<00:10, 119.20it/s]\n13395 28.3173 : 83%|████████▎ | 6079/7316 [01:02<00:10, 119.20it/s]\n13395 28.3173 : 83%|████████▎ | 6092/7316 [01:02<00:10, 119.97it/s]\n13415 35.0582 : 83%|████████▎ | 6092/7316 [01:02<00:10, 119.97it/s]\n13415 35.0582 : 83%|████████▎ | 6105/7316 [01:02<00:10, 113.92it/s]\n13415 35.0582 : 84%|████████▎ | 6117/7316 [01:02<00:10, 112.42it/s]\n13435 30.1072 : 84%|████████▎ | 6117/7316 [01:02<00:10, 112.42it/s]\n13435 30.1072 : 84%|████████▍ | 6132/7316 [01:03<00:09, 120.71it/s]\n13455 28.9098 : 84%|████████▍ | 6132/7316 [01:03<00:09, 120.71it/s]\n13455 28.9098 : 84%|████████▍ | 6147/7316 [01:03<00:09, 128.13it/s]\n13475 28.8518 : 84%|████████▍ | 6147/7316 [01:03<00:09, 128.13it/s]\n13475 28.8518 : 84%|████████▍ | 6162/7316 [01:03<00:08, 132.06it/s]\n13475 28.8518 : 84%|████████▍ | 6177/7316 [01:03<00:08, 134.48it/s]\n13495 31.0642 : 84%|████████▍ | 6177/7316 [01:03<00:08, 134.48it/s]\n13495 31.0642 : 85%|████████▍ | 6191/7316 [01:03<00:08, 135.37it/s]\n13515 30.5977 : 85%|████████▍ | 6191/7316 [01:03<00:08, 135.37it/s]\n13515 30.5977 : 85%|████████▍ | 6206/7316 [01:03<00:07, 139.38it/s]\n13535 31.7515 : 85%|████████▍ | 6206/7316 [01:03<00:07, 139.38it/s]\n13535 31.7515 : 85%|████████▌ | 6222/7316 [01:03<00:07, 144.25it/s]\n13535 31.7515 : 85%|████████▌ | 6238/7316 [01:03<00:07, 147.20it/s]\n13555 29.4783 : 85%|████████▌ | 6238/7316 [01:03<00:07, 147.20it/s]\n13555 29.4783 : 85%|████████▌ | 6253/7316 [01:03<00:07, 142.18it/s]\n13575 34.9286 : 85%|████████▌ | 6253/7316 [01:03<00:07, 142.18it/s]\n13575 34.9286 : 86%|████████▌ | 6268/7316 [01:04<00:07, 132.46it/s]\n13595 30.2856 : 86%|████████▌ | 6268/7316 [01:04<00:07, 132.46it/s]\n13595 30.2856 : 86%|████████▌ | 6283/7316 [01:04<00:07, 136.39it/s]\n13595 30.2856 : 86%|████████▌ | 6299/7316 [01:04<00:07, 142.90it/s]\n13615 29.3589 : 86%|████████▌ | 6299/7316 [01:04<00:07, 142.90it/s]\n13615 29.3589 : 86%|████████▋ | 6315/7316 [01:04<00:06, 146.59it/s]\n13635 30.2138 : 86%|████████▋ | 6315/7316 [01:04<00:06, 146.59it/s]\n13635 30.2138 : 87%|████████▋ | 6331/7316 [01:04<00:06, 147.67it/s]\n13655 31.8018 : 87%|████████▋ | 6331/7316 [01:04<00:06, 147.67it/s]\n13655 31.8018 : 87%|████████▋ | 6347/7316 [01:04<00:06, 148.51it/s]\n13675 30.2358 : 87%|████████▋ | 6347/7316 [01:04<00:06, 148.51it/s]\n13675 30.2358 : 87%|████████▋ | 6363/7316 [01:04<00:06, 150.56it/s]\n13695 30.3209 : 87%|████████▋ | 6363/7316 [01:04<00:06, 150.56it/s]\n13695 30.3209 : 87%|████████▋ | 6380/7316 [01:04<00:06, 154.96it/s]\n13695 30.3209 : 87%|████████▋ | 6397/7316 [01:04<00:05, 156.55it/s]\n13715 30.9501 : 87%|████████▋ | 6397/7316 [01:04<00:05, 156.55it/s]\n13715 30.9501 : 88%|████████▊ | 6413/7316 [01:05<00:07, 120.05it/s]\n13735 26.7929 : 88%|████████▊ | 6413/7316 [01:05<00:07, 120.05it/s]\n13735 26.7929 : 88%|████████▊ | 6427/7316 [01:05<00:08, 106.58it/s]\n13735 26.7929 : 88%|████████▊ | 6439/7316 [01:05<00:08, 105.31it/s]\n13755 28.5684 : 88%|████████▊ | 6439/7316 [01:05<00:08, 105.31it/s]\n13755 28.5684 : 88%|████████▊ | 6451/7316 [01:05<00:08, 104.51it/s]\n13775 28.4245 : 88%|████████▊ | 6451/7316 [01:05<00:08, 104.51it/s]\n13775 28.4245 : 88%|████████▊ | 6462/7316 [01:05<00:08, 104.00it/s]\n13775 28.4245 : 88%|████████▊ | 6473/7316 [01:05<00:08, 102.96it/s]\n13795 28.7985 : 88%|████████▊ | 6473/7316 [01:05<00:08, 102.96it/s]\n13795 28.7985 : 89%|████████▊ | 6484/7316 [01:05<00:08, 101.00it/s]\n13795 28.7985 : 89%|████████▉ | 6495/7316 [01:05<00:08, 102.05it/s]\n13815 27.7722 : 89%|████████▉ | 6495/7316 [01:05<00:08, 102.05it/s]\n13815 27.7722 : 89%|████████▉ | 6506/7316 [01:05<00:07, 102.79it/s]\n13815 27.7722 : 89%|████████▉ | 6518/7316 [01:06<00:07, 105.16it/s]\n13835 29.0791 : 89%|████████▉ | 6518/7316 [01:06<00:07, 105.16it/s]\n13835 29.0791 : 89%|████████▉ | 6530/7316 [01:06<00:07, 107.22it/s]\n13855 28.0118 : 89%|████████▉ | 6530/7316 [01:06<00:07, 107.22it/s]\n13855 28.0118 : 89%|████████▉ | 6542/7316 [01:06<00:07, 108.32it/s]\n13855 28.0118 : 90%|████████▉ | 6553/7316 [01:06<00:07, 108.70it/s]\n13875 29.5111 : 90%|████████▉ | 6553/7316 [01:06<00:07, 108.70it/s]\n13875 29.5111 : 90%|████████▉ | 6564/7316 [01:06<00:08, 92.25it/s]\n13875 29.5111 : 90%|████████▉ | 6574/7316 [01:06<00:08, 88.92it/s]\n13895 27.7748 : 90%|████████▉ | 6574/7316 [01:06<00:08, 88.92it/s]\n13895 27.7748 : 90%|████████▉ | 6584/7316 [01:06<00:08, 89.83it/s]\n13895 27.7748 : 90%|█████████ | 6594/7316 [01:06<00:07, 91.26it/s]\n13915 28.1979 : 90%|█████████ | 6594/7316 [01:06<00:07, 91.26it/s]\n13915 28.1979 : 90%|█████████ | 6604/7316 [01:07<00:07, 91.32it/s]\n13915 28.1979 : 90%|█████████ | 6614/7316 [01:07<00:07, 91.42it/s]\n13935 26.0562 : 90%|█████████ | 6614/7316 [01:07<00:07, 91.42it/s]\n13935 26.0562 : 91%|█████████ | 6624/7316 [01:07<00:07, 90.85it/s]\n13935 26.0562 : 91%|█████████ | 6634/7316 [01:07<00:07, 90.62it/s]\n13955 27.9386 : 91%|█████████ | 6634/7316 [01:07<00:07, 90.62it/s]\n13955 27.9386 : 91%|█████████ | 6644/7316 [01:07<00:07, 92.27it/s]\n13955 27.9386 : 91%|█████████ | 6655/7316 [01:07<00:06, 94.76it/s]\n13975 30.0306 : 91%|█████████ | 6655/7316 [01:07<00:06, 94.76it/s]\n13975 30.0306 : 91%|█████████ | 6666/7316 [01:07<00:06, 97.29it/s]\n13975 30.0306 : 91%|█████████▏| 6677/7316 [01:07<00:06, 98.77it/s]\n13995 28.5939 : 91%|█████████▏| 6677/7316 [01:07<00:06, 98.77it/s]\n13995 28.5939 : 91%|█████████▏| 6688/7316 [01:07<00:06, 99.34it/s]\n13995 28.5939 : 92%|█████████▏| 6698/7316 [01:07<00:06, 99.02it/s]\n14015 28.1714 : 92%|█████████▏| 6698/7316 [01:08<00:06, 99.02it/s]\n14015 28.1714 : 92%|█████████▏| 6708/7316 [01:08<00:06, 97.63it/s]\n14035 23.0665 : 92%|█████████▏| 6708/7316 [01:08<00:06, 97.63it/s]\n14035 23.0665 : 92%|█████████▏| 6721/7316 [01:08<00:05, 105.51it/s]\n14035 23.0665 : 92%|█████████▏| 6735/7316 [01:08<00:05, 113.19it/s]\n14055 27.6216 : 92%|█████████▏| 6735/7316 [01:08<00:05, 113.19it/s]\n14055 27.6216 : 92%|█████████▏| 6748/7316 [01:08<00:04, 116.34it/s]\n14075 28.8269 : 92%|█████████▏| 6748/7316 [01:08<00:04, 116.34it/s]\n14075 28.8269 : 92%|█████████▏| 6761/7316 [01:08<00:04, 118.17it/s]\n14075 28.8269 : 93%|█████████▎| 6774/7316 [01:08<00:04, 119.06it/s]\n14095 28.5800 : 93%|█████████▎| 6774/7316 [01:08<00:04, 119.06it/s]\n14095 28.5800 : 93%|█████████▎| 6787/7316 [01:08<00:04, 121.35it/s]\n14115 22.7990 : 93%|█████████▎| 6787/7316 [01:08<00:04, 121.35it/s]\n14115 22.7990 : 93%|█████████▎| 6801/7316 [01:08<00:04, 125.18it/s]\n14115 22.7990 : 93%|█████████▎| 6815/7316 [01:08<00:03, 129.42it/s]\n14135 22.5717 : 93%|█████████▎| 6815/7316 [01:08<00:03, 129.42it/s]\n14135 22.5717 : 93%|█████████▎| 6829/7316 [01:09<00:03, 129.95it/s]\n14155 24.5573 : 93%|█████████▎| 6829/7316 [01:09<00:03, 129.95it/s]\n14155 24.5573 : 94%|█████████▎| 6843/7316 [01:09<00:03, 129.01it/s]\n14155 24.5573 : 94%|█████████▎| 6856/7316 [01:09<00:03, 122.89it/s]\n14175 27.8498 : 94%|█████████▎| 6856/7316 [01:09<00:03, 122.89it/s]\n14175 27.8498 : 94%|█████████▍| 6871/7316 [01:09<00:03, 129.00it/s]\n14195 22.6753 : 94%|█████████▍| 6871/7316 [01:09<00:03, 129.00it/s]\n14195 22.6753 : 94%|█████████▍| 6888/7316 [01:09<00:03, 138.63it/s]\n14215 30.7491 : 94%|█████████▍| 6888/7316 [01:09<00:03, 138.63it/s]\n14215 30.7491 : 94%|█████████▍| 6904/7316 [01:09<00:02, 143.57it/s]\n14235 26.9270 : 94%|█████████▍| 6904/7316 [01:09<00:02, 143.57it/s]\n14235 26.9270 : 95%|█████████▍| 6920/7316 [01:09<00:02, 146.26it/s]\n14235 26.9270 : 95%|█████████▍| 6936/7316 [01:09<00:02, 148.83it/s]\n14255 26.9802 : 95%|█████████▍| 6936/7316 [01:09<00:02, 148.83it/s]\n14255 26.9802 : 95%|█████████▌| 6953/7316 [01:09<00:02, 153.50it/s]\n14275 25.8668 : 95%|█████████▌| 6953/7316 [01:09<00:02, 153.50it/s]\n14275 25.8668 : 95%|█████████▌| 6970/7316 [01:10<00:02, 158.02it/s]\n14295 24.6875 : 95%|█████████▌| 6970/7316 [01:10<00:02, 158.02it/s]\n14295 24.6875 : 96%|█████████▌| 6987/7316 [01:10<00:02, 159.21it/s]\n14315 26.5538 : 96%|█████████▌| 6987/7316 [01:10<00:02, 159.21it/s]\n14315 26.5538 : 96%|█████████▌| 7003/7316 [01:10<00:02, 155.28it/s]\n14315 26.5538 : 96%|█████████▌| 7019/7316 [01:10<00:02, 145.42it/s]\n14335 26.2244 : 96%|█████████▌| 7019/7316 [01:10<00:02, 145.42it/s]\n14335 26.2244 : 96%|█████████▌| 7034/7316 [01:10<00:01, 141.33it/s]\n14355 25.1986 : 96%|█████████▌| 7034/7316 [01:10<00:01, 141.33it/s]\n14355 25.1986 : 96%|█████████▋| 7049/7316 [01:10<00:01, 137.00it/s]\n14375 28.0236 : 96%|█████████▋| 7049/7316 [01:10<00:01, 137.00it/s]\n14375 28.0236 : 97%|█████████▋| 7063/7316 [01:10<00:01, 132.93it/s]\n14375 28.0236 : 97%|█████████▋| 7077/7316 [01:10<00:01, 129.16it/s]\n14395 24.4417 : 97%|█████████▋| 7077/7316 [01:10<00:01, 129.16it/s]\n14395 24.4417 : 97%|█████████▋| 7090/7316 [01:10<00:01, 128.20it/s]\n14415 27.7941 : 97%|█████████▋| 7090/7316 [01:10<00:01, 128.20it/s]\n14415 27.7941 : 97%|█████████▋| 7104/7316 [01:11<00:01, 129.08it/s]\n14415 27.7941 : 97%|█████████▋| 7118/7316 [01:11<00:01, 131.53it/s]\n14435 25.3538 : 97%|█████████▋| 7118/7316 [01:11<00:01, 131.53it/s]\n14435 25.3538 : 97%|█████████▋| 7132/7316 [01:11<00:01, 130.95it/s]\n14455 29.3176 : 97%|█████████▋| 7132/7316 [01:11<00:01, 130.95it/s]\n14455 29.3176 : 98%|█████████▊| 7146/7316 [01:11<00:01, 128.80it/s]\n14455 29.3176 : 98%|█████████▊| 7159/7316 [01:11<00:01, 121.94it/s]\n14475 32.8192 : 98%|█████████▊| 7159/7316 [01:11<00:01, 121.94it/s]\n14475 32.8192 : 98%|█████████▊| 7172/7316 [01:11<00:01, 103.92it/s]\n14495 26.0504 : 98%|█████████▊| 7172/7316 [01:11<00:01, 103.92it/s]\n14495 26.0504 : 98%|█████████▊| 7183/7316 [01:11<00:01, 96.15it/s]\n14495 26.0504 : 98%|█████████▊| 7194/7316 [01:11<00:01, 97.64it/s]\n14515 24.9536 : 98%|█████████▊| 7194/7316 [01:11<00:01, 97.64it/s]\n14515 24.9536 : 98%|█████████▊| 7205/7316 [01:11<00:01, 100.44it/s]\n14515 24.9536 : 99%|█████████▊| 7217/7316 [01:12<00:00, 103.30it/s]\n14535 26.9306 : 99%|█████████▊| 7217/7316 [01:12<00:00, 103.30it/s]\n14535 26.9306 : 99%|█████████▉| 7228/7316 [01:12<00:00, 103.57it/s]\n14535 26.9306 : 99%|█████████▉| 7239/7316 [01:12<00:00, 102.22it/s]\n14555 27.3345 : 99%|█████████▉| 7239/7316 [01:12<00:00, 102.22it/s]\n14555 27.3345 : 99%|█████████▉| 7250/7316 [01:12<00:00, 101.18it/s]\n14575 26.4844 : 99%|█████████▉| 7250/7316 [01:12<00:00, 101.18it/s]\n14575 26.4844 : 99%|█████████▉| 7261/7316 [01:12<00:00, 101.34it/s]\n14575 26.4844 : 99%|█████████▉| 7272/7316 [01:12<00:00, 103.04it/s]\n14595 24.4148 : 99%|█████████▉| 7272/7316 [01:12<00:00, 103.04it/s]\n14595 24.4148 : 100%|█████████▉| 7283/7316 [01:12<00:00, 105.00it/s]\n14595 24.4148 : 100%|█████████▉| 7295/7316 [01:12<00:00, 106.79it/s]\n14615 24.3086 : 100%|█████████▉| 7295/7316 [01:12<00:00, 106.79it/s]\n14615 24.3086 : 100%|█████████▉| 7306/7316 [01:12<00:00, 107.04it/s]\n14615 24.3086 : 100%|██████████| 7316/7316 [01:13<00:00, 100.18it/s]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 2\n epoch_size: 48\n batches_per_epoch: 48\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/48 [00:00<?, ?it/s]/root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/torch/nn/functional.py:3609: UserWarning: Default upsampling behavior when mode=bilinear is changed to align_corners=False since 0.4.0. Please specify align_corners=True if the old behavior is desired. See the documentation of nn.Upsample for details.\n warnings.warn(\n/root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/torch/nn/functional.py:3657: UserWarning: The default behavior for interpolate/upsample with float scale_factor changed in 1.6.0 to align with other frameworks/libraries, and now uses scale_factor directly, instead of relying on the computed output size. If you wish to restore the old behavior, please set recompute_scale_factor=True. See the documentation of nn.Upsample for details.\n warnings.warn(\n/root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/torch/nn/functional.py:718: UserWarning: Named tensors and all their associated APIs are an experimental feature and subject to change. Please do not use them for anything important until they are released as stable. (Triggered internally at /pytorch/c10/core/TensorImpl.h:1156.)\n return torch.max_pool2d(input, kernel_size, stride, padding, dilation, ceil_mode)\n\n 2%|▏ | 1/48 [00:01<01:03, 1.35s/it]\n 4%|▍ | 2/48 [00:03<01:12, 1.58s/it]\n 6%|▋ | 3/48 [00:04<01:03, 1.41s/it]\n 8%|▊ | 4/48 [00:06<01:08, 1.55s/it]\n 10%|█ | 5/48 [00:07<01:03, 1.47s/it]\n 12%|█▎ | 6/48 [00:09<01:08, 1.63s/it]\n 15%|█▍ | 7/48 [00:10<01:00, 1.47s/it]\n 17%|█▋ | 8/48 [00:12<01:02, 1.57s/it]\n 19%|█▉ | 9/48 [00:13<00:57, 1.49s/it]\n 21%|██ | 10/48 [00:14<00:55, 1.47s/it]\n 23%|██▎ | 11/48 [00:15<00:47, 1.29s/it]\n 25%|██▌ | 12/48 [00:16<00:44, 1.23s/it]\n 27%|██▋ | 13/48 [00:19<00:52, 1.50s/it]\n 29%|██▉ | 14/48 [00:20<00:49, 1.45s/it]\n 31%|███▏ | 15/48 [00:22<00:51, 1.57s/it]\n 33%|███▎ | 16/48 [00:23<00:45, 1.42s/it]\n 35%|███▌ | 17/48 [00:24<00:39, 1.27s/it]\n 38%|███▊ | 18/48 [00:25<00:38, 1.27s/it]\n 40%|███▉ | 19/48 [00:27<00:40, 1.40s/it]\n14651 0.3807 0.0131 0.0030 : 40%|███▉ | 19/48 [00:29<00:40, 1.40s/it]\n14651 0.3807 0.0131 0.0030 : 42%|████▏ | 20/48 [00:29<00:42, 1.52s/it]\n14651 0.3807 0.0131 0.0030 : 44%|████▍ | 21/48 [00:30<00:42, 1.56s/it]\n14651 0.3807 0.0131 0.0030 : 46%|████▌ | 22/48 [00:32<00:44, 1.69s/it]\n14651 0.3807 0.0131 0.0030 : 48%|████▊ | 23/48 [00:34<00:42, 1.69s/it]\n14651 0.3807 0.0131 0.0030 : 50%|█████ | 24/48 [00:35<00:36, 1.53s/it]\n14651 0.3807 0.0131 0.0030 : 52%|█████▏ | 25/48 [00:37<00:38, 1.69s/it]\n14651 0.3807 0.0131 0.0030 : 54%|█████▍ | 26/48 [00:39<00:37, 1.69s/it]\n14651 0.3807 0.0131 0.0030 : 56%|█████▋ | 27/48 [00:41<00:36, 1.75s/it]\n14651 0.3807 0.0131 0.0030 : 58%|█████▊ | 28/48 [00:42<00:34, 1.75s/it]\n14651 0.3807 0.0131 0.0030 : 60%|██████ | 29/48 [00:44<00:31, 1.65s/it]\n14651 0.3807 0.0131 0.0030 : 62%|██████▎ | 30/48 [00:46<00:29, 1.66s/it]\n14651 0.3807 0.0131 0.0030 : 65%|██████▍ | 31/48 [00:47<00:29, 1.73s/it]\n14651 0.3807 0.0131 0.0030 : 67%|██████▋ | 32/48 [00:50<00:33, 2.08s/it]\n14651 0.3807 0.0131 0.0030 : 69%|██████▉ | 33/48 [00:53<00:34, 2.33s/it]\n14651 0.3807 0.0131 0.0030 : 71%|███████ | 34/48 [00:55<00:30, 2.16s/it]\n14651 0.3807 0.0131 0.0030 : 73%|███████▎ | 35/48 [00:57<00:26, 2.01s/it]\n14651 0.3807 0.0131 0.0030 : 75%|███████▌ | 36/48 [00:58<00:23, 1.95s/it]\n14651 0.3807 0.0131 0.0030 : 77%|███████▋ | 37/48 [01:00<00:20, 1.87s/it]\n14651 0.3807 0.0131 0.0030 : 79%|███████▉ | 38/48 [01:02<00:18, 1.81s/it]\n14651 0.3807 0.0131 0.0030 : 81%|████████▏ | 39/48 [01:03<00:14, 1.64s/it]\n14671 0.3637 0.0140 0.0034 : 81%|████████▏ | 39/48 [01:05<00:14, 1.64s/it]\n14671 0.3637 0.0140 0.0034 : 83%|████████▎ | 40/48 [01:05<00:13, 1.68s/it]\n14671 0.3637 0.0140 0.0034 : 85%|████████▌ | 41/48 [01:07<00:13, 1.95s/it]\n14671 0.3637 0.0140 0.0034 : 88%|████████▊ | 42/48 [01:09<00:10, 1.74s/it]\n14671 0.3637 0.0140 0.0034 : 90%|████████▉ | 43/48 [01:10<00:08, 1.74s/it]\n14671 0.3637 0.0140 0.0034 : 92%|█████████▏| 44/48 [01:12<00:06, 1.70s/it]\n14671 0.3637 0.0140 0.0034 : 94%|█████████▍| 45/48 [01:14<00:05, 1.84s/it]\n14671 0.3637 0.0140 0.0034 : 96%|█████████▌| 46/48 [01:15<00:03, 1.60s/it]\n14671 0.3637 0.0140 0.0034 : 98%|█████████▊| 47/48 [01:17<00:01, 1.73s/it]\n14671 0.3637 0.0140 0.0034 : 100%|██████████| 48/48 [01:19<00:00, 1.74s/it]\n14671 0.3637 0.0140 0.0034 : 100%|██████████| 48/48 [01:19<00:00, 1.66s/it]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 3\n epoch_size: 48\n batches_per_epoch: 48\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/48 [00:00<?, ?it/s]\n 2%|▏ | 1/48 [00:02<01:34, 2.00s/it]\n 4%|▍ | 2/48 [00:03<01:25, 1.86s/it]\n 6%|▋ | 3/48 [00:06<01:38, 2.18s/it]\n 8%|▊ | 4/48 [00:08<01:27, 2.00s/it]\n 10%|█ | 5/48 [00:09<01:16, 1.77s/it]\n 12%|█▎ | 6/48 [00:11<01:15, 1.79s/it]\n 15%|█▍ | 7/48 [00:13<01:18, 1.92s/it]\n 17%|█▋ | 8/48 [00:14<01:09, 1.73s/it]\n 19%|█▉ | 9/48 [00:16<01:02, 1.60s/it]\n 21%|██ | 10/48 [00:18<01:12, 1.90s/it]\n 23%|██▎ | 11/48 [00:19<01:01, 1.66s/it]\n 25%|██▌ | 12/48 [00:21<00:59, 1.65s/it]\n 27%|██▋ | 13/48 [00:23<01:00, 1.74s/it]\n 29%|██▉ | 14/48 [00:25<01:00, 1.78s/it]\n 31%|███▏ | 15/48 [00:26<00:58, 1.77s/it]\n 33%|███▎ | 16/48 [00:28<00:53, 1.66s/it]\n 35%|███▌ | 17/48 [00:30<00:53, 1.71s/it]\n 38%|███▊ | 18/48 [00:31<00:45, 1.52s/it]\n 40%|███▉ | 19/48 [00:33<00:50, 1.76s/it]\n14699 0.3425 0.0151 0.0023 : 40%|███▉ | 19/48 [00:35<00:50, 1.76s/it]\n14699 0.3425 0.0151 0.0023 : 42%|████▏ | 20/48 [00:35<00:53, 1.92s/it]\n14699 0.3425 0.0151 0.0023 : 44%|████▍ | 21/48 [00:37<00:45, 1.69s/it]\n14699 0.3425 0.0151 0.0023 : 46%|████▌ | 22/48 [00:39<00:53, 2.06s/it]\n14699 0.3425 0.0151 0.0023 : 48%|████▊ | 23/48 [00:41<00:49, 1.97s/it]\n14699 0.3425 0.0151 0.0023 : 50%|█████ | 24/48 [00:44<00:49, 2.07s/it]\n14699 0.3425 0.0151 0.0023 : 52%|█████▏ | 25/48 [00:46<00:53, 2.32s/it]\n14699 0.3425 0.0151 0.0023 : 54%|█████▍ | 26/48 [00:47<00:42, 1.92s/it]\n14699 0.3425 0.0151 0.0023 : 56%|█████▋ | 27/48 [00:49<00:40, 1.95s/it]\n14699 0.3425 0.0151 0.0023 : 58%|█████▊ | 28/48 [00:51<00:34, 1.73s/it]\n14699 0.3425 0.0151 0.0023 : 60%|██████ | 29/48 [00:53<00:33, 1.77s/it]\n14699 0.3425 0.0151 0.0023 : 62%|██████▎ | 30/48 [00:53<00:27, 1.51s/it]\n14699 0.3425 0.0151 0.0023 : 65%|██████▍ | 31/48 [00:55<00:27, 1.61s/it]\n14699 0.3425 0.0151 0.0023 : 67%|██████▋ | 32/48 [00:58<00:30, 1.90s/it]\n14699 0.3425 0.0151 0.0023 : 69%|██████▉ | 33/48 [00:59<00:24, 1.65s/it]\n14699 0.3425 0.0151 0.0023 : 71%|███████ | 34/48 [01:01<00:25, 1.81s/it]\n14699 0.3425 0.0151 0.0023 : 73%|███████▎ | 35/48 [01:03<00:23, 1.80s/it]\n14699 0.3425 0.0151 0.0023 : 75%|███████▌ | 36/48 [01:05<00:22, 1.86s/it]\n14699 0.3425 0.0151 0.0023 : 77%|███████▋ | 37/48 [01:07<00:19, 1.80s/it]\n14699 0.3425 0.0151 0.0023 : 79%|███████▉ | 38/48 [01:08<00:17, 1.79s/it]\n14699 0.3425 0.0151 0.0023 : 81%|████████▏ | 39/48 [01:10<00:15, 1.76s/it]\n14719 0.2912 0.0168 0.0033 : 81%|████████▏ | 39/48 [01:12<00:15, 1.76s/it]\n14719 0.2912 0.0168 0.0033 : 83%|████████▎ | 40/48 [01:12<00:15, 1.88s/it]\n14719 0.2912 0.0168 0.0033 : 85%|████████▌ | 41/48 [01:14<00:13, 1.90s/it]\n14719 0.2912 0.0168 0.0033 : 88%|████████▊ | 42/48 [01:15<00:09, 1.65s/it]\n14719 0.2912 0.0168 0.0033 : 90%|████████▉ | 43/48 [01:16<00:07, 1.55s/it]\n14719 0.2912 0.0168 0.0033 : 92%|█████████▏| 44/48 [01:17<00:05, 1.33s/it]\n14719 0.2912 0.0168 0.0033 : 94%|█████████▍| 45/48 [01:18<00:03, 1.25s/it]\n14719 0.2912 0.0168 0.0033 : 96%|█████████▌| 46/48 [01:19<00:02, 1.20s/it]\n14719 0.2912 0.0168 0.0033 : 98%|█████████▊| 47/48 [01:21<00:01, 1.33s/it]\n14719 0.2912 0.0168 0.0033 : 100%|██████████| 48/48 [01:22<00:00, 1.25s/it]\n14719 0.2912 0.0168 0.0033 : 100%|██████████| 48/48 [01:22<00:00, 1.72s/it]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 4\n epoch_size: 48\n batches_per_epoch: 48\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/48 [00:00<?, ?it/s]\n 2%|▏ | 1/48 [00:01<01:18, 1.68s/it]\n 4%|▍ | 2/48 [00:03<01:33, 2.04s/it]\n 6%|▋ | 3/48 [00:05<01:29, 1.99s/it]\n 8%|▊ | 4/48 [00:06<01:11, 1.63s/it]\n 10%|█ | 5/48 [00:08<01:09, 1.63s/it]\n 12%|█▎ | 6/48 [00:09<00:56, 1.35s/it]\n 15%|█▍ | 7/48 [00:10<00:51, 1.26s/it]\n 17%|█▋ | 8/48 [00:12<00:56, 1.40s/it]\n 19%|█▉ | 9/48 [00:13<00:53, 1.37s/it]\n 21%|██ | 10/48 [00:15<00:56, 1.49s/it]\n 23%|██▎ | 11/48 [00:16<00:57, 1.55s/it]\n 25%|██▌ | 12/48 [00:18<00:52, 1.45s/it]\n 27%|██▋ | 13/48 [00:19<00:53, 1.52s/it]\n 29%|██▉ | 14/48 [00:22<01:05, 1.93s/it]\n 31%|███▏ | 15/48 [00:24<01:05, 1.98s/it]\n 33%|███▎ | 16/48 [00:26<01:01, 1.92s/it]\n 35%|███▌ | 17/48 [00:28<00:56, 1.83s/it]\n 38%|███▊ | 18/48 [00:29<00:47, 1.60s/it]\n 40%|███▉ | 19/48 [00:30<00:46, 1.62s/it]\n14747 0.2674 0.0191 0.0050 : 40%|███▉ | 19/48 [00:31<00:46, 1.62s/it]\n14747 0.2674 0.0191 0.0050 : 42%|████▏ | 20/48 [00:31<00:40, 1.45s/it]\n14747 0.2674 0.0191 0.0050 : 44%|████▍ | 21/48 [00:33<00:36, 1.35s/it]\n14747 0.2674 0.0191 0.0050 : 46%|████▌ | 22/48 [00:34<00:31, 1.22s/it]\n14747 0.2674 0.0191 0.0050 : 48%|████▊ | 23/48 [00:35<00:33, 1.36s/it]\n14747 0.2674 0.0191 0.0050 : 50%|█████ | 24/48 [00:36<00:29, 1.22s/it]\n14747 0.2674 0.0191 0.0050 : 52%|█████▏ | 25/48 [00:37<00:28, 1.23s/it]\n14747 0.2674 0.0191 0.0050 : 54%|█████▍ | 26/48 [00:40<00:37, 1.72s/it]\n14747 0.2674 0.0191 0.0050 : 56%|█████▋ | 27/48 [00:42<00:36, 1.74s/it]\n14747 0.2674 0.0191 0.0050 : 58%|█████▊ | 28/48 [00:44<00:34, 1.71s/it]\n14747 0.2674 0.0191 0.0050 : 60%|██████ | 29/48 [00:45<00:33, 1.74s/it]\n14747 0.2674 0.0191 0.0050 : 62%|██████▎ | 30/48 [00:48<00:34, 1.90s/it]\n14747 0.2674 0.0191 0.0050 : 65%|██████▍ | 31/48 [00:49<00:28, 1.69s/it]\n14747 0.2674 0.0191 0.0050 : 67%|██████▋ | 32/48 [00:51<00:27, 1.72s/it]\n14747 0.2674 0.0191 0.0050 : 69%|██████▉ | 33/48 [00:52<00:24, 1.62s/it]\n14747 0.2674 0.0191 0.0050 : 71%|███████ | 34/48 [00:54<00:23, 1.68s/it]\n14747 0.2674 0.0191 0.0050 : 73%|███████▎ | 35/48 [00:56<00:22, 1.72s/it]\n14747 0.2674 0.0191 0.0050 : 75%|███████▌ | 36/48 [00:58<00:23, 1.98s/it]\n14747 0.2674 0.0191 0.0050 : 77%|███████▋ | 37/48 [01:00<00:21, 1.95s/it]\n14747 0.2674 0.0191 0.0050 : 79%|███████▉ | 38/48 [01:01<00:17, 1.70s/it]\n14747 0.2674 0.0191 0.0050 : 81%|████████▏ | 39/48 [01:03<00:15, 1.69s/it]\n14767 0.2773 0.0193 0.0049 : 81%|████████▏ | 39/48 [01:04<00:15, 1.69s/it]\n14767 0.2773 0.0193 0.0049 : 83%|████████▎ | 40/48 [01:04<00:12, 1.58s/it]\n14767 0.2773 0.0193 0.0049 : 85%|████████▌ | 41/48 [01:06<00:10, 1.51s/it]\n14767 0.2773 0.0193 0.0049 : 88%|████████▊ | 42/48 [01:07<00:08, 1.46s/it]\n14767 0.2773 0.0193 0.0049 : 90%|████████▉ | 43/48 [01:08<00:06, 1.40s/it]\n14767 0.2773 0.0193 0.0049 : 92%|█████████▏| 44/48 [01:09<00:05, 1.30s/it]\n14767 0.2773 0.0193 0.0049 : 94%|█████████▍| 45/48 [01:10<00:03, 1.20s/it]\n14767 0.2773 0.0193 0.0049 : 96%|█████████▌| 46/48 [01:12<00:02, 1.25s/it]\n14767 0.2773 0.0193 0.0049 : 98%|█████████▊| 47/48 [01:13<00:01, 1.38s/it]\n14767 0.2773 0.0193 0.0049 : 100%|██████████| 48/48 [01:15<00:00, 1.57s/it]\n14767 0.2773 0.0193 0.0049 : 100%|██████████| 48/48 [01:15<00:00, 1.58s/it]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 5\n epoch_size: 48\n batches_per_epoch: 48\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/48 [00:00<?, ?it/s]\n 2%|▏ | 1/48 [00:01<01:21, 1.74s/it]\n 4%|▍ | 2/48 [00:03<01:08, 1.49s/it]\n 6%|▋ | 3/48 [00:05<01:18, 1.74s/it]\n 8%|▊ | 4/48 [00:06<01:07, 1.53s/it]\n 10%|█ | 5/48 [00:08<01:09, 1.62s/it]\n 12%|█▎ | 6/48 [00:09<01:09, 1.65s/it]\n 15%|█▍ | 7/48 [00:11<01:09, 1.70s/it]\n 17%|█▋ | 8/48 [00:12<01:01, 1.55s/it]\n 19%|█▉ | 9/48 [00:13<00:54, 1.40s/it]\n 21%|██ | 10/48 [00:14<00:49, 1.30s/it]\n 23%|██▎ | 11/48 [00:16<00:52, 1.42s/it]\n 25%|██▌ | 12/48 [00:18<00:56, 1.56s/it]\n 27%|██▋ | 13/48 [00:20<00:56, 1.61s/it]\n 29%|██▉ | 14/48 [00:21<00:49, 1.44s/it]\n 31%|███▏ | 15/48 [00:22<00:46, 1.42s/it]\n 33%|███▎ | 16/48 [00:24<00:52, 1.63s/it]\n 35%|███▌ | 17/48 [00:26<00:50, 1.64s/it]\n 38%|███▊ | 18/48 [00:28<00:55, 1.84s/it]\n 40%|███▉ | 19/48 [00:30<00:51, 1.78s/it]\n14795 0.2910 0.0185 0.0039 : 40%|███▉ | 19/48 [00:32<00:51, 1.78s/it]\n14795 0.2910 0.0185 0.0039 : 42%|████▏ | 20/48 [00:32<00:50, 1.80s/it]\n14795 0.2910 0.0185 0.0039 : 44%|████▍ | 21/48 [00:35<00:57, 2.13s/it]\n14795 0.2910 0.0185 0.0039 : 46%|████▌ | 22/48 [00:36<00:52, 2.03s/it]\n14795 0.2910 0.0185 0.0039 : 48%|████▊ | 23/48 [00:38<00:47, 1.92s/it]\n14795 0.2910 0.0185 0.0039 : 50%|█████ | 24/48 [00:39<00:40, 1.69s/it]\n14795 0.2910 0.0185 0.0039 : 52%|█████▏ | 25/48 [00:41<00:39, 1.71s/it]\n14795 0.2910 0.0185 0.0039 : 54%|█████▍ | 26/48 [00:43<00:37, 1.70s/it]\n14795 0.2910 0.0185 0.0039 : 56%|█████▋ | 27/48 [00:44<00:35, 1.69s/it]\n14795 0.2910 0.0185 0.0039 : 58%|█████▊ | 28/48 [00:46<00:31, 1.56s/it]\n14795 0.2910 0.0185 0.0039 : 60%|██████ | 29/48 [00:47<00:27, 1.44s/it]\n14795 0.2910 0.0185 0.0039 : 62%|██████▎ | 30/48 [00:48<00:25, 1.43s/it]\n14795 0.2910 0.0185 0.0039 : 65%|██████▍ | 31/48 [00:50<00:27, 1.61s/it]\n14795 0.2910 0.0185 0.0039 : 67%|██████▋ | 32/48 [00:52<00:27, 1.73s/it]\n14795 0.2910 0.0185 0.0039 : 69%|██████▉ | 33/48 [00:53<00:23, 1.58s/it]\n14795 0.2910 0.0185 0.0039 : 71%|███████ | 34/48 [00:55<00:23, 1.66s/it]\n14795 0.2910 0.0185 0.0039 : 73%|███████▎ | 35/48 [00:57<00:20, 1.59s/it]\n14795 0.2910 0.0185 0.0039 : 75%|███████▌ | 36/48 [00:58<00:19, 1.64s/it]\n14795 0.2910 0.0185 0.0039 : 77%|███████▋ | 37/48 [01:00<00:18, 1.70s/it]\n14795 0.2910 0.0185 0.0039 : 79%|███████▉ | 38/48 [01:02<00:16, 1.70s/it]\n14795 0.2910 0.0185 0.0039 : 81%|████████▏ | 39/48 [01:03<00:13, 1.55s/it]\n14815 0.2876 0.0182 0.0047 : 81%|████████▏ | 39/48 [01:05<00:13, 1.55s/it]\n14815 0.2876 0.0182 0.0047 : 83%|████████▎ | 40/48 [01:05<00:12, 1.52s/it]\n14815 0.2876 0.0182 0.0047 : 85%|████████▌ | 41/48 [01:06<00:10, 1.46s/it]\n14815 0.2876 0.0182 0.0047 : 88%|████████▊ | 42/48 [01:07<00:08, 1.45s/it]\n14815 0.2876 0.0182 0.0047 : 90%|████████▉ | 43/48 [01:09<00:07, 1.51s/it]\n14815 0.2876 0.0182 0.0047 : 92%|█████████▏| 44/48 [01:11<00:06, 1.57s/it]\n14815 0.2876 0.0182 0.0047 : 94%|█████████▍| 45/48 [01:13<00:05, 1.75s/it]\n14815 0.2876 0.0182 0.0047 : 96%|█████████▌| 46/48 [01:15<00:03, 1.72s/it]\n14815 0.2876 0.0182 0.0047 : 98%|█████████▊| 47/48 [01:17<00:01, 1.84s/it]\n14815 0.2876 0.0182 0.0047 : 100%|██████████| 48/48 [01:18<00:00, 1.79s/it]\n14815 0.2876 0.0182 0.0047 : 100%|██████████| 48/48 [01:18<00:00, 1.64s/it]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 6\n epoch_size: 48\n batches_per_epoch: 48\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/48 [00:00<?, ?it/s]\n 2%|▏ | 1/48 [00:01<00:51, 1.09s/it]\n 4%|▍ | 2/48 [00:01<00:44, 1.02it/s]\n 6%|▋ | 3/48 [00:03<00:50, 1.13s/it]\n 8%|▊ | 4/48 [00:05<01:00, 1.37s/it]\n 10%|█ | 5/48 [00:06<00:56, 1.32s/it]\n 12%|█▎ | 6/48 [00:07<00:53, 1.26s/it]\n 15%|█▍ | 7/48 [00:08<00:49, 1.20s/it]\n 17%|█▋ | 8/48 [00:09<00:46, 1.16s/it]\n 19%|█▉ | 9/48 [00:12<01:06, 1.70s/it]\n 21%|██ | 10/48 [00:13<00:58, 1.55s/it]\n 23%|██▎ | 11/48 [00:14<00:50, 1.37s/it]\n 25%|██▌ | 12/48 [00:16<00:55, 1.55s/it]\n 27%|██▋ | 13/48 [00:18<00:57, 1.64s/it]\n 29%|██▉ | 14/48 [00:20<00:56, 1.67s/it]\n 31%|███▏ | 15/48 [00:22<01:01, 1.86s/it]\n 33%|███▎ | 16/48 [00:23<00:55, 1.73s/it]\n 35%|███▌ | 17/48 [00:25<00:49, 1.60s/it]\n 38%|███▊ | 18/48 [00:27<00:50, 1.67s/it]\n 40%|███▉ | 19/48 [00:29<00:53, 1.86s/it]\n14843 0.2930 0.0189 0.0047 : 40%|███▉ | 19/48 [00:30<00:53, 1.86s/it]\n14843 0.2930 0.0189 0.0047 : 42%|████▏ | 20/48 [00:30<00:47, 1.68s/it]\n14843 0.2930 0.0189 0.0047 : 44%|████▍ | 21/48 [00:32<00:47, 1.74s/it]\n14843 0.2930 0.0189 0.0047 : 46%|████▌ | 22/48 [00:34<00:45, 1.74s/it]\n14843 0.2930 0.0189 0.0047 : 48%|████▊ | 23/48 [00:35<00:37, 1.49s/it]\n14843 0.2930 0.0189 0.0047 : 50%|█████ | 24/48 [00:36<00:35, 1.47s/it]\n14843 0.2930 0.0189 0.0047 : 52%|█████▏ | 25/48 [00:37<00:32, 1.43s/it]\n14843 0.2930 0.0189 0.0047 : 54%|█████▍ | 26/48 [00:39<00:35, 1.61s/it]\n14843 0.2930 0.0189 0.0047 : 56%|█████▋ | 27/48 [00:41<00:34, 1.64s/it]\n14843 0.2930 0.0189 0.0047 : 58%|█████▊ | 28/48 [00:43<00:34, 1.74s/it]\n14843 0.2930 0.0189 0.0047 : 60%|██████ | 29/48 [00:46<00:37, 1.99s/it]\n14843 0.2930 0.0189 0.0047 : 62%|██████▎ | 30/48 [00:47<00:33, 1.88s/it]\n14843 0.2930 0.0189 0.0047 : 65%|██████▍ | 31/48 [00:49<00:33, 1.96s/it]\n14843 0.2930 0.0189 0.0047 : 67%|██████▋ | 32/48 [00:51<00:28, 1.76s/it]\n14843 0.2930 0.0189 0.0047 : 69%|██████▉ | 33/48 [00:54<00:31, 2.10s/it]\n14843 0.2930 0.0189 0.0047 : 71%|███████ | 34/48 [00:55<00:25, 1.81s/it]\n14843 0.2930 0.0189 0.0047 : 73%|███████▎ | 35/48 [00:56<00:23, 1.77s/it]\n14843 0.2930 0.0189 0.0047 : 75%|███████▌ | 36/48 [00:58<00:20, 1.75s/it]\n14843 0.2930 0.0189 0.0047 : 77%|███████▋ | 37/48 [01:00<00:19, 1.77s/it]\n14843 0.2930 0.0189 0.0047 : 79%|███████▉ | 38/48 [01:01<00:16, 1.66s/it]\n14843 0.2930 0.0189 0.0047 : 81%|████████▏ | 39/48 [01:02<00:13, 1.50s/it]\n14863 0.2634 0.0185 0.0031 : 81%|████████▏ | 39/48 [01:05<00:13, 1.50s/it]\n14863 0.2634 0.0185 0.0031 : 83%|████████▎ | 40/48 [01:05<00:15, 1.91s/it]\n14863 0.2634 0.0185 0.0031 : 85%|████████▌ | 41/48 [01:07<00:13, 1.95s/it]\n14863 0.2634 0.0185 0.0031 : 88%|████████▊ | 42/48 [01:08<00:10, 1.69s/it]\n14863 0.2634 0.0185 0.0031 : 90%|████████▉ | 43/48 [01:10<00:08, 1.73s/it]\n14863 0.2634 0.0185 0.0031 : 92%|█████████▏| 44/48 [01:12<00:06, 1.64s/it]\n14863 0.2634 0.0185 0.0031 : 94%|█████████▍| 45/48 [01:13<00:04, 1.47s/it]\n14863 0.2634 0.0185 0.0031 : 96%|█████████▌| 46/48 [01:15<00:03, 1.55s/it]\n14863 0.2634 0.0185 0.0031 : 98%|█████████▊| 47/48 [01:17<00:01, 1.72s/it]\n14863 0.2634 0.0185 0.0031 : 100%|██████████| 48/48 [01:18<00:00, 1.74s/it]\n14863 0.2634 0.0185 0.0031 : 100%|██████████| 48/48 [01:18<00:00, 1.64s/it]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 7\n epoch_size: 48\n batches_per_epoch: 48\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/48 [00:00<?, ?it/s]\n 2%|▏ | 1/48 [00:01<01:29, 1.91s/it]\n 4%|▍ | 2/48 [00:03<01:23, 1.81s/it]\n 6%|▋ | 3/48 [00:05<01:23, 1.86s/it]\n 8%|▊ | 4/48 [00:07<01:20, 1.83s/it]\n 10%|█ | 5/48 [00:09<01:20, 1.88s/it]\n 12%|█▎ | 6/48 [00:10<01:10, 1.67s/it]\n 15%|█▍ | 7/48 [00:11<01:00, 1.47s/it]\n 17%|█▋ | 8/48 [00:13<01:03, 1.58s/it]\n 19%|█▉ | 9/48 [00:15<01:03, 1.64s/it]\n 21%|██ | 10/48 [00:17<01:06, 1.74s/it]\n 23%|██▎ | 11/48 [00:18<00:59, 1.61s/it]\n 25%|██▌ | 12/48 [00:20<00:58, 1.63s/it]\n 27%|██▋ | 13/48 [00:21<00:52, 1.51s/it]\n 29%|██▉ | 14/48 [00:23<00:53, 1.57s/it]\n 31%|███▏ | 15/48 [00:24<00:49, 1.49s/it]\n 33%|███▎ | 16/48 [00:25<00:44, 1.39s/it]\n 35%|███▌ | 17/48 [00:26<00:41, 1.35s/it]\n 38%|███▊ | 18/48 [00:28<00:44, 1.47s/it]\n 40%|███▉ | 19/48 [00:29<00:40, 1.39s/it]\n14891 0.2849 0.0184 0.0034 : 40%|███▉ | 19/48 [00:31<00:40, 1.39s/it]\n14891 0.2849 0.0184 0.0034 : 42%|████▏ | 20/48 [00:31<00:43, 1.54s/it]\n14891 0.2849 0.0184 0.0034 : 44%|████▍ | 21/48 [00:33<00:43, 1.61s/it]\n14891 0.2849 0.0184 0.0034 : 46%|████▌ | 22/48 [00:35<00:43, 1.67s/it]\n14891 0.2849 0.0184 0.0034 : 48%|████▊ | 23/48 [00:36<00:37, 1.51s/it]\n14891 0.2849 0.0184 0.0034 : 50%|█████ | 24/48 [00:38<00:37, 1.57s/it]\n14891 0.2849 0.0184 0.0034 : 52%|█████▏ | 25/48 [00:40<00:39, 1.73s/it]\n14891 0.2849 0.0184 0.0034 : 54%|█████▍ | 26/48 [00:41<00:32, 1.48s/it]\n14891 0.2849 0.0184 0.0034 : 56%|█████▋ | 27/48 [00:43<00:34, 1.63s/it]\n14891 0.2849 0.0184 0.0034 : 58%|█████▊ | 28/48 [00:45<00:35, 1.79s/it]\n14891 0.2849 0.0184 0.0034 : 60%|██████ | 29/48 [00:47<00:35, 1.86s/it]\n14891 0.2849 0.0184 0.0034 : 62%|██████▎ | 30/48 [00:48<00:30, 1.67s/it]\n14891 0.2849 0.0184 0.0034 : 65%|██████▍ | 31/48 [00:50<00:28, 1.68s/it]\n14891 0.2849 0.0184 0.0034 : 67%|██████▋ | 32/48 [00:51<00:27, 1.70s/it]\n14891 0.2849 0.0184 0.0034 : 69%|██████▉ | 33/48 [00:53<00:23, 1.59s/it]\n14891 0.2849 0.0184 0.0034 : 71%|███████ | 34/48 [00:55<00:23, 1.64s/it]\n14891 0.2849 0.0184 0.0034 : 73%|███████▎ | 35/48 [00:56<00:20, 1.54s/it]\n14891 0.2849 0.0184 0.0034 : 75%|███████▌ | 36/48 [00:57<00:16, 1.35s/it]\n14891 0.2849 0.0184 0.0034 : 77%|███████▋ | 37/48 [00:58<00:15, 1.43s/it]\n14891 0.2849 0.0184 0.0034 : 79%|███████▉ | 38/48 [01:00<00:14, 1.41s/it]\n14891 0.2849 0.0184 0.0034 : 81%|████████▏ | 39/48 [01:01<00:12, 1.39s/it]\n14911 0.2546 0.0208 0.0058 : 81%|████████▏ | 39/48 [01:02<00:12, 1.39s/it]\n14911 0.2546 0.0208 0.0058 : 83%|████████▎ | 40/48 [01:02<00:10, 1.32s/it]\n14911 0.2546 0.0208 0.0058 : 85%|████████▌ | 41/48 [01:04<00:09, 1.43s/it]\n14911 0.2546 0.0208 0.0058 : 88%|████████▊ | 42/48 [01:05<00:08, 1.39s/it]\n14911 0.2546 0.0208 0.0058 : 90%|████████▉ | 43/48 [01:07<00:07, 1.52s/it]\n14911 0.2546 0.0208 0.0058 : 92%|█████████▏| 44/48 [01:09<00:06, 1.70s/it]\n14911 0.2546 0.0208 0.0058 : 94%|█████████▍| 45/48 [01:11<00:04, 1.59s/it]\n14911 0.2546 0.0208 0.0058 : 96%|█████████▌| 46/48 [01:12<00:03, 1.62s/it]\n14911 0.2546 0.0208 0.0058 : 98%|█████████▊| 47/48 [01:13<00:01, 1.48s/it]\n14911 0.2546 0.0208 0.0058 : 100%|██████████| 48/48 [01:15<00:00, 1.56s/it]\n14911 0.2546 0.0208 0.0058 : 100%|██████████| 48/48 [01:15<00:00, 1.58s/it]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 8\n epoch_size: 48\n batches_per_epoch: 48\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/48 [00:00<?, ?it/s]\n 2%|▏ | 1/48 [00:00<00:44, 1.05it/s]\n 4%|▍ | 2/48 [00:03<01:16, 1.66s/it]\n 6%|▋ | 3/48 [00:04<01:15, 1.67s/it]\n 8%|▊ | 4/48 [00:06<01:12, 1.65s/it]\n 10%|█ | 5/48 [00:07<01:02, 1.46s/it]\n 12%|█▎ | 6/48 [00:09<01:06, 1.58s/it]\n 15%|█▍ | 7/48 [00:10<00:56, 1.38s/it]\n 17%|█▋ | 8/48 [00:12<01:03, 1.59s/it]\n 19%|█▉ | 9/48 [00:13<00:59, 1.54s/it]\n 21%|██ | 10/48 [00:15<01:00, 1.59s/it]\n 23%|██▎ | 11/48 [00:16<00:51, 1.38s/it]\n 25%|██▌ | 12/48 [00:18<00:53, 1.47s/it]\n 27%|██▋ | 13/48 [00:20<00:58, 1.67s/it]\n 29%|██▉ | 14/48 [00:21<00:56, 1.68s/it]\n 31%|███▏ | 15/48 [00:23<00:52, 1.60s/it]\n 33%|███▎ | 16/48 [00:24<00:46, 1.44s/it]\n 35%|███▌ | 17/48 [00:25<00:41, 1.33s/it]\n 38%|███▊ | 18/48 [00:26<00:37, 1.26s/it]\n 40%|███▉ | 19/48 [00:28<00:40, 1.38s/it]\n14939 0.2598 0.0194 0.0043 : 40%|███▉ | 19/48 [00:30<00:40, 1.38s/it]\n14939 0.2598 0.0194 0.0043 : 42%|████▏ | 20/48 [00:30<00:43, 1.57s/it]\n14939 0.2598 0.0194 0.0043 : 44%|████▍ | 21/48 [00:32<00:46, 1.74s/it]\n14939 0.2598 0.0194 0.0043 : 46%|████▌ | 22/48 [00:33<00:41, 1.59s/it]\n14939 0.2598 0.0194 0.0043 : 48%|████▊ | 23/48 [00:34<00:35, 1.43s/it]\n14939 0.2598 0.0194 0.0043 : 50%|█████ | 24/48 [00:35<00:30, 1.25s/it]\n14939 0.2598 0.0194 0.0043 : 52%|█████▏ | 25/48 [00:37<00:32, 1.41s/it]\n14939 0.2598 0.0194 0.0043 : 54%|█████▍ | 26/48 [00:38<00:32, 1.50s/it]\n14939 0.2598 0.0194 0.0043 : 56%|█████▋ | 27/48 [00:41<00:36, 1.74s/it]\n14939 0.2598 0.0194 0.0043 : 58%|█████▊ | 28/48 [00:43<00:35, 1.77s/it]\n14939 0.2598 0.0194 0.0043 : 60%|██████ | 29/48 [00:44<00:31, 1.66s/it]\n14939 0.2598 0.0194 0.0043 : 62%|██████▎ | 30/48 [00:46<00:30, 1.68s/it]\n14939 0.2598 0.0194 0.0043 : 65%|██████▍ | 31/48 [00:47<00:28, 1.68s/it]\n14939 0.2598 0.0194 0.0043 : 67%|██████▋ | 32/48 [00:49<00:24, 1.52s/it]\n14939 0.2598 0.0194 0.0043 : 69%|██████▉ | 33/48 [00:50<00:20, 1.39s/it]\n14939 0.2598 0.0194 0.0043 : 71%|███████ | 34/48 [00:51<00:21, 1.51s/it]\n14939 0.2598 0.0194 0.0043 : 73%|███████▎ | 35/48 [00:52<00:17, 1.33s/it]\n14939 0.2598 0.0194 0.0043 : 75%|███████▌ | 36/48 [00:54<00:17, 1.43s/it]\n14939 0.2598 0.0194 0.0043 : 77%|███████▋ | 37/48 [00:55<00:15, 1.42s/it]\n14939 0.2598 0.0194 0.0043 : 79%|███████▉ | 38/48 [00:57<00:13, 1.37s/it]\n14939 0.2598 0.0194 0.0043 : 81%|████████▏ | 39/48 [00:58<00:12, 1.39s/it]\n14959 0.2364 0.0201 0.0049 : 81%|████████▏ | 39/48 [01:00<00:12, 1.39s/it]\n14959 0.2364 0.0201 0.0049 : 83%|████████▎ | 40/48 [01:00<00:11, 1.47s/it]\n14959 0.2364 0.0201 0.0049 : 85%|████████▌ | 41/48 [01:02<00:11, 1.57s/it]\n14959 0.2364 0.0201 0.0049 : 88%|████████▊ | 42/48 [01:03<00:09, 1.60s/it]\n14959 0.2364 0.0201 0.0049 : 90%|████████▉ | 43/48 [01:04<00:07, 1.45s/it]\n14959 0.2364 0.0201 0.0049 : 92%|█████████▏| 44/48 [01:06<00:06, 1.58s/it]\n14959 0.2364 0.0201 0.0049 : 94%|█████████▍| 45/48 [01:08<00:04, 1.51s/it]\n14959 0.2364 0.0201 0.0049 : 96%|█████████▌| 46/48 [01:09<00:02, 1.45s/it]\n14959 0.2364 0.0201 0.0049 : 98%|█████████▊| 47/48 [01:11<00:01, 1.54s/it]\n14959 0.2364 0.0201 0.0049 : 100%|██████████| 48/48 [01:12<00:00, 1.35s/it]\n14959 0.2364 0.0201 0.0049 : 100%|██████████| 48/48 [01:12<00:00, 1.50s/it]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 9\n epoch_size: 48\n batches_per_epoch: 48\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/48 [00:00<?, ?it/s]\n 2%|▏ | 1/48 [00:01<01:18, 1.67s/it]\n 4%|▍ | 2/48 [00:03<01:08, 1.48s/it]\n 6%|▋ | 3/48 [00:04<01:16, 1.71s/it]\n 8%|▊ | 4/48 [00:06<01:08, 1.56s/it]\n 10%|█ | 5/48 [00:08<01:11, 1.65s/it]\n 12%|█▎ | 6/48 [00:09<01:05, 1.57s/it]\n 15%|█▍ | 7/48 [00:11<01:04, 1.58s/it]\n 17%|█▋ | 8/48 [00:12<01:05, 1.63s/it]\n 19%|█▉ | 9/48 [00:15<01:09, 1.78s/it]\n 21%|██ | 10/48 [00:16<01:05, 1.73s/it]\n 23%|██▎ | 11/48 [00:19<01:13, 1.99s/it]\n 25%|██▌ | 12/48 [00:21<01:12, 2.03s/it]\n 27%|██▋ | 13/48 [00:22<00:58, 1.68s/it]\n 29%|██▉ | 14/48 [00:23<00:51, 1.52s/it]\n 31%|███▏ | 15/48 [00:25<00:57, 1.75s/it]\n 33%|███▎ | 16/48 [00:27<00:55, 1.72s/it]\n 35%|███▌ | 17/48 [00:28<00:50, 1.61s/it]\n 38%|███▊ | 18/48 [00:29<00:45, 1.53s/it]\n 40%|███▉ | 19/48 [00:31<00:45, 1.57s/it]\n14987 0.2643 0.0196 0.0043 : 40%|███▉ | 19/48 [00:33<00:45, 1.57s/it]\n14987 0.2643 0.0196 0.0043 : 42%|████▏ | 20/48 [00:33<00:47, 1.71s/it]\n14987 0.2643 0.0196 0.0043 : 44%|████▍ | 21/48 [00:35<00:46, 1.73s/it]\n14987 0.2643 0.0196 0.0043 : 46%|████▌ | 22/48 [00:37<00:45, 1.74s/it]\n14987 0.2643 0.0196 0.0043 : 48%|████▊ | 23/48 [00:38<00:43, 1.75s/it]\n14987 0.2643 0.0196 0.0043 : 50%|█████ | 24/48 [00:40<00:38, 1.60s/it]\n14987 0.2643 0.0196 0.0043 : 52%|█████▏ | 25/48 [00:41<00:34, 1.50s/it]\n14987 0.2643 0.0196 0.0043 : 54%|█████▍ | 26/48 [00:42<00:31, 1.43s/it]\n14987 0.2643 0.0196 0.0043 : 56%|█████▋ | 27/48 [00:44<00:32, 1.53s/it]\n14987 0.2643 0.0196 0.0043 : 58%|█████▊ | 28/48 [00:46<00:31, 1.56s/it]\n14987 0.2643 0.0196 0.0043 : 60%|██████ | 29/48 [00:47<00:30, 1.60s/it]\n14987 0.2643 0.0196 0.0043 : 62%|██████▎ | 30/48 [00:49<00:31, 1.73s/it]\n14987 0.2643 0.0196 0.0043 : 65%|██████▍ | 31/48 [00:51<00:27, 1.63s/it]\n14987 0.2643 0.0196 0.0043 : 67%|██████▋ | 32/48 [00:53<00:26, 1.69s/it]\n14987 0.2643 0.0196 0.0043 : 69%|██████▉ | 33/48 [00:54<00:24, 1.66s/it]\n14987 0.2643 0.0196 0.0043 : 71%|███████ | 34/48 [00:55<00:20, 1.43s/it]\n14987 0.2643 0.0196 0.0043 : 73%|███████▎ | 35/48 [00:56<00:16, 1.27s/it]\n14987 0.2643 0.0196 0.0043 : 75%|███████▌ | 36/48 [00:59<00:19, 1.66s/it]\n14987 0.2643 0.0196 0.0043 : 77%|███████▋ | 37/48 [01:00<00:18, 1.67s/it]\n14987 0.2643 0.0196 0.0043 : 79%|███████▉ | 38/48 [01:01<00:15, 1.53s/it]\n14987 0.2643 0.0196 0.0043 : 81%|████████▏ | 39/48 [01:03<00:12, 1.39s/it]\n15007 0.2442 0.0201 0.0047 : 81%|████████▏ | 39/48 [01:04<00:12, 1.39s/it]\n15007 0.2442 0.0201 0.0047 : 83%|████████▎ | 40/48 [01:04<00:11, 1.46s/it]\n15007 0.2442 0.0201 0.0047 : 85%|████████▌ | 41/48 [01:06<00:10, 1.45s/it]\n15007 0.2442 0.0201 0.0047 : 88%|████████▊ | 42/48 [01:08<00:09, 1.66s/it]\n15007 0.2442 0.0201 0.0047 : 90%|████████▉ | 43/48 [01:09<00:07, 1.57s/it]\n15007 0.2442 0.0201 0.0047 : 92%|█████████▏| 44/48 [01:11<00:06, 1.61s/it]\n15007 0.2442 0.0201 0.0047 : 94%|█████████▍| 45/48 [01:12<00:04, 1.47s/it]\n15007 0.2442 0.0201 0.0047 : 96%|█████████▌| 46/48 [01:14<00:03, 1.54s/it]\n15007 0.2442 0.0201 0.0047 : 98%|█████████▊| 47/48 [01:17<00:01, 1.94s/it]\n15007 0.2442 0.0201 0.0047 : 100%|██████████| 48/48 [01:19<00:00, 1.95s/it]\n15007 0.2442 0.0201 0.0047 : 100%|██████████| 48/48 [01:19<00:00, 1.65s/it]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 10\n epoch_size: 48\n batches_per_epoch: 48\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/48 [00:00<?, ?it/s]\n 2%|▏ | 1/48 [00:01<01:03, 1.35s/it]\n 4%|▍ | 2/48 [00:02<01:03, 1.39s/it]\n 6%|▋ | 3/48 [00:04<01:01, 1.36s/it]\n 8%|▊ | 4/48 [00:06<01:13, 1.66s/it]\n 10%|█ | 5/48 [00:07<01:05, 1.51s/it]\n 12%|█▎ | 6/48 [00:08<00:59, 1.41s/it]\n 15%|█▍ | 7/48 [00:09<00:50, 1.22s/it]\n 17%|█▋ | 8/48 [00:11<00:54, 1.36s/it]\n 19%|█▉ | 9/48 [00:12<00:56, 1.44s/it]\n 21%|██ | 10/48 [00:14<01:01, 1.62s/it]\n 23%|██▎ | 11/48 [00:16<00:55, 1.51s/it]\n 25%|██▌ | 12/48 [00:17<00:57, 1.60s/it]\n 27%|██▋ | 13/48 [00:20<01:02, 1.77s/it]\n 29%|██▉ | 14/48 [00:21<00:55, 1.62s/it]\n 31%|███▏ | 15/48 [00:22<00:51, 1.56s/it]\n 33%|███▎ | 16/48 [00:24<00:47, 1.49s/it]\n 35%|███▌ | 17/48 [00:26<00:52, 1.68s/it]\n 38%|███▊ | 18/48 [00:28<00:52, 1.74s/it]\n 40%|███▉ | 19/48 [00:29<00:49, 1.72s/it]\n15035 0.2353 0.0203 0.0054 : 40%|███▉ | 19/48 [00:31<00:49, 1.72s/it]\n15035 0.2353 0.0203 0.0054 : 42%|████▏ | 20/48 [00:31<00:45, 1.63s/it]\n15035 0.2353 0.0203 0.0054 : 44%|████▍ | 21/48 [00:32<00:40, 1.52s/it]\n15035 0.2353 0.0203 0.0054 : 46%|████▌ | 22/48 [00:34<00:43, 1.67s/it]\n15035 0.2353 0.0203 0.0054 : 48%|████▊ | 23/48 [00:35<00:37, 1.52s/it]\n15035 0.2353 0.0203 0.0054 : 50%|█████ | 24/48 [00:36<00:35, 1.46s/it]\n15035 0.2353 0.0203 0.0054 : 52%|█████▏ | 25/48 [00:38<00:32, 1.40s/it]\n15035 0.2353 0.0203 0.0054 : 54%|█████▍ | 26/48 [00:39<00:33, 1.52s/it]\n15035 0.2353 0.0203 0.0054 : 56%|█████▋ | 27/48 [00:41<00:31, 1.49s/it]\n15035 0.2353 0.0203 0.0054 : 58%|█████▊ | 28/48 [00:43<00:31, 1.55s/it]\n15035 0.2353 0.0203 0.0054 : 60%|██████ | 29/48 [00:44<00:30, 1.58s/it]\n15035 0.2353 0.0203 0.0054 : 62%|██████▎ | 30/48 [00:46<00:27, 1.52s/it]\n15035 0.2353 0.0203 0.0054 : 65%|██████▍ | 31/48 [00:47<00:27, 1.62s/it]\n15035 0.2353 0.0203 0.0054 : 67%|██████▋ | 32/48 [00:49<00:23, 1.48s/it]\n15035 0.2353 0.0203 0.0054 : 69%|██████▉ | 33/48 [00:50<00:21, 1.45s/it]\n15035 0.2353 0.0203 0.0054 : 71%|███████ | 34/48 [00:51<00:19, 1.36s/it]\n15035 0.2353 0.0203 0.0054 : 73%|███████▎ | 35/48 [00:53<00:21, 1.64s/it]\n15035 0.2353 0.0203 0.0054 : 75%|███████▌ | 36/48 [00:55<00:18, 1.55s/it]\n15035 0.2353 0.0203 0.0054 : 77%|███████▋ | 37/48 [00:57<00:17, 1.63s/it]\n15035 0.2353 0.0203 0.0054 : 79%|███████▉ | 38/48 [00:59<00:17, 1.73s/it]\n15035 0.2353 0.0203 0.0054 : 81%|████████▏ | 39/48 [01:01<00:16, 1.82s/it]\n15055 0.2509 0.0214 0.0071 : 81%|████████▏ | 39/48 [01:01<00:16, 1.82s/it]\n15055 0.2509 0.0214 0.0071 : 83%|████████▎ | 40/48 [01:01<00:12, 1.52s/it]\n15055 0.2509 0.0214 0.0071 : 85%|████████▌ | 41/48 [01:04<00:11, 1.71s/it]\n15055 0.2509 0.0214 0.0071 : 88%|████████▊ | 42/48 [01:05<00:09, 1.57s/it]\n15055 0.2509 0.0214 0.0071 : 90%|████████▉ | 43/48 [01:06<00:06, 1.35s/it]\n15055 0.2509 0.0214 0.0071 : 92%|█████████▏| 44/48 [01:07<00:05, 1.27s/it]\n15055 0.2509 0.0214 0.0071 : 94%|█████████▍| 45/48 [01:08<00:04, 1.37s/it]\n15055 0.2509 0.0214 0.0071 : 96%|█████████▌| 46/48 [01:10<00:02, 1.32s/it]\n15055 0.2509 0.0214 0.0071 : 98%|█████████▊| 47/48 [01:11<00:01, 1.41s/it]\n15055 0.2509 0.0214 0.0071 : 100%|██████████| 48/48 [01:12<00:00, 1.35s/it]\n15055 0.2509 0.0214 0.0071 : 100%|██████████| 48/48 [01:12<00:00, 1.52s/it]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 11\n epoch_size: 48\n batches_per_epoch: 48\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/48 [00:00<?, ?it/s]\n 2%|▏ | 1/48 [00:00<00:41, 1.13it/s]\n 4%|▍ | 2/48 [00:02<01:00, 1.32s/it]\n 6%|▋ | 3/48 [00:03<00:50, 1.13s/it]\n 8%|▊ | 4/48 [00:05<01:01, 1.40s/it]\n 10%|█ | 5/48 [00:06<01:05, 1.52s/it]\n 12%|█▎ | 6/48 [00:08<00:57, 1.38s/it]\n 15%|█▍ | 7/48 [00:09<01:02, 1.53s/it]\n 17%|█▋ | 8/48 [00:11<01:06, 1.66s/it]\n 19%|█▉ | 9/48 [00:13<01:04, 1.67s/it]\n 21%|██ | 10/48 [00:14<00:53, 1.40s/it]\n 23%|██▎ | 11/48 [00:15<00:52, 1.41s/it]\n 25%|██▌ | 12/48 [00:17<00:49, 1.36s/it]\n 27%|██▋ | 13/48 [00:19<00:54, 1.57s/it]\n 29%|██▉ | 14/48 [00:20<00:54, 1.60s/it]\n 31%|███▏ | 15/48 [00:22<00:53, 1.62s/it]\n 33%|███▎ | 16/48 [00:24<00:55, 1.75s/it]\n 35%|███▌ | 17/48 [00:25<00:51, 1.65s/it]\n 38%|███▊ | 18/48 [00:27<00:47, 1.58s/it]\n 40%|███▉ | 19/48 [00:28<00:46, 1.61s/it]\n15083 0.2363 0.0213 0.0063 : 40%|███▉ | 19/48 [00:30<00:46, 1.61s/it]\n15083 0.2363 0.0213 0.0063 : 42%|████▏ | 20/48 [00:30<00:41, 1.48s/it]\n15083 0.2363 0.0213 0.0063 : 44%|████▍ | 21/48 [00:31<00:42, 1.57s/it]\n15083 0.2363 0.0213 0.0063 : 46%|████▌ | 22/48 [00:34<00:45, 1.74s/it]\n15083 0.2363 0.0213 0.0063 : 48%|████▊ | 23/48 [00:35<00:39, 1.59s/it]\n15083 0.2363 0.0213 0.0063 : 50%|█████ | 24/48 [00:37<00:39, 1.64s/it]\n15083 0.2363 0.0213 0.0063 : 52%|█████▏ | 25/48 [00:38<00:34, 1.50s/it]\n15083 0.2363 0.0213 0.0063 : 54%|█████▍ | 26/48 [00:39<00:34, 1.56s/it]\n15083 0.2363 0.0213 0.0063 : 56%|█████▋ | 27/48 [00:42<00:41, 1.96s/it]\n15083 0.2363 0.0213 0.0063 : 58%|█████▊ | 28/48 [00:44<00:35, 1.80s/it]\n15083 0.2363 0.0213 0.0063 : 60%|██████ | 29/48 [00:45<00:33, 1.77s/it]\n15083 0.2363 0.0213 0.0063 : 62%|██████▎ | 30/48 [00:47<00:32, 1.82s/it]\n15083 0.2363 0.0213 0.0063 : 65%|██████▍ | 31/48 [00:49<00:30, 1.78s/it]\n15083 0.2363 0.0213 0.0063 : 67%|██████▋ | 32/48 [00:50<00:24, 1.51s/it]\n15083 0.2363 0.0213 0.0063 : 69%|██████▉ | 33/48 [00:52<00:23, 1.57s/it]\n15083 0.2363 0.0213 0.0063 : 71%|███████ | 34/48 [00:53<00:20, 1.47s/it]\n15083 0.2363 0.0213 0.0063 : 73%|███████▎ | 35/48 [00:55<00:21, 1.64s/it]\n15083 0.2363 0.0213 0.0063 : 75%|███████▌ | 36/48 [00:58<00:23, 1.92s/it]\n15083 0.2363 0.0213 0.0063 : 77%|███████▋ | 37/48 [00:59<00:19, 1.75s/it]\n15083 0.2363 0.0213 0.0063 : 79%|███████▉ | 38/48 [01:00<00:16, 1.64s/it]\n15083 0.2363 0.0213 0.0063 : 81%|████████▏ | 39/48 [01:02<00:14, 1.65s/it]\n15103 0.2628 0.0204 0.0045 : 81%|████████▏ | 39/48 [01:04<00:14, 1.65s/it]\n15103 0.2628 0.0204 0.0045 : 83%|████████▎ | 40/48 [01:04<00:13, 1.71s/it]\n15103 0.2628 0.0204 0.0045 : 85%|████████▌ | 41/48 [01:05<00:11, 1.61s/it]\n15103 0.2628 0.0204 0.0045 : 88%|████████▊ | 42/48 [01:07<00:09, 1.61s/it]\n15103 0.2628 0.0204 0.0045 : 90%|████████▉ | 43/48 [01:08<00:07, 1.51s/it]\n15103 0.2628 0.0204 0.0045 : 92%|█████████▏| 44/48 [01:10<00:06, 1.56s/it]\n15103 0.2628 0.0204 0.0045 : 94%|█████████▍| 45/48 [01:11<00:04, 1.44s/it]\n15103 0.2628 0.0204 0.0045 : 96%|█████████▌| 46/48 [01:13<00:03, 1.56s/it]\n15103 0.2628 0.0204 0.0045 : 98%|█████████▊| 47/48 [01:15<00:01, 1.68s/it]\n15103 0.2628 0.0204 0.0045 : 100%|██████████| 48/48 [01:16<00:00, 1.71s/it]\n15103 0.2628 0.0204 0.0045 : 100%|██████████| 48/48 [01:16<00:00, 1.60s/it]\nSetting up [LPIPS] perceptual loss: trunk [vgg], v[0.1], spatial [off]\nLoading model from: /root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/lpips/weights/v0.1/vgg.pth\nDetected LLFF dataset\nUsing pre-scaled images from /root/.cache/arf-svox2/data/llff/trex/images_4\nLoaded LLFF data /root/.cache/arf-svox2/data/llff/trex 14.611281520672364 128.97241851887296\nrecentered (3, 4)\n[ 2.296519 10.719525]\nOverriding offset 250-> 250\ndmin = 2.296519, dmax = 10.719525, invz = 0, offset = 250\n\n 0%| | 0/7 [00:00<?, ?it/s]\n 43%|████▎ | 3/7 [00:00<00:00, 25.44it/s]\n100%|██████████| 7/7 [00:00<00:00, 28.54it/s]\n100%|██████████| 7/7 [00:00<00:00, 28.07it/s]\n\n 0%| | 0/120 [00:00<?, ?it/s]\n100%|██████████| 120/120 [00:00<00:00, 100302.21it/s]\nz_bounds from LLFF: [2.2965190410614014, 10.719525337219238] (not used)\nscene_radius [1.496031746031746, 1.6613756613756614, 1.0]\nWriting to /root/.cache/arf-svox2/ckpt_arf/llff/trex/d06b9167-8dde-4e32-8e70-1ee28f47bc23/test_renders_path\n\n 0%| | 0/120 [00:00<?, ?it/s]\n 1%| | 1/120 [00:00<00:54, 2.16it/s]\n 2%|▏ | 2/120 [00:00<00:50, 2.36it/s]\n 2%|▎ | 3/120 [00:01<00:49, 2.37it/s]\n 3%|▎ | 4/120 [00:01<00:48, 2.38it/s]\n 4%|▍ | 5/120 [00:02<00:47, 2.40it/s]\n 5%|▌ | 6/120 [00:02<00:47, 2.40it/s]\n 6%|▌ | 7/120 [00:02<00:46, 2.43it/s]\n 7%|▋ | 8/120 [00:03<00:45, 2.44it/s]\n 8%|▊ | 9/120 [00:03<00:44, 2.48it/s]\n 8%|▊ | 10/120 [00:04<00:43, 2.52it/s]\n 9%|▉ | 11/120 [00:04<00:42, 2.57it/s]\n 10%|█ | 12/120 [00:04<00:41, 2.61it/s]\n 11%|█ | 13/120 [00:05<00:40, 2.66it/s]\n 12%|█▏ | 14/120 [00:05<00:39, 2.71it/s]\n 12%|█▎ | 15/120 [00:05<00:38, 2.76it/s]\n 13%|█▎ | 16/120 [00:06<00:37, 2.76it/s]\n 14%|█▍ | 17/120 [00:06<00:36, 2.80it/s]\n 15%|█▌ | 18/120 [00:06<00:36, 2.80it/s]\n 16%|█▌ | 19/120 [00:07<00:36, 2.78it/s]\n 17%|█▋ | 20/120 [00:07<00:36, 2.75it/s]\n 18%|█▊ | 21/120 [00:08<00:36, 2.71it/s]\n 18%|█▊ | 22/120 [00:08<00:36, 2.65it/s]\n 19%|█▉ | 23/120 [00:08<00:37, 2.60it/s]\n 20%|██ | 24/120 [00:09<00:37, 2.53it/s]\n 21%|██ | 25/120 [00:09<00:38, 2.49it/s]\n 22%|██▏ | 26/120 [00:10<00:38, 2.44it/s]\n 22%|██▎ | 27/120 [00:10<00:38, 2.39it/s]\n 23%|██▎ | 28/120 [00:11<00:39, 2.35it/s]\n 24%|██▍ | 29/120 [00:11<00:38, 2.35it/s]\n 25%|██▌ | 30/120 [00:11<00:38, 2.35it/s]\n 26%|██▌ | 31/120 [00:12<00:37, 2.36it/s]\n 27%|██▋ | 32/120 [00:12<00:37, 2.35it/s]\n 28%|██▊ | 33/120 [00:13<00:37, 2.32it/s]\n 28%|██▊ | 34/120 [00:13<00:37, 2.28it/s]\n 29%|██▉ | 35/120 [00:14<00:37, 2.25it/s]\n 30%|███ | 36/120 [00:14<00:37, 2.22it/s]\n 31%|███ | 37/120 [00:15<00:37, 2.21it/s]\n 32%|███▏ | 38/120 [00:15<00:37, 2.20it/s]\n 32%|███▎ | 39/120 [00:15<00:36, 2.20it/s]\n 33%|███▎ | 40/120 [00:16<00:36, 2.22it/s]\n 34%|███▍ | 41/120 [00:16<00:35, 2.25it/s]\n 35%|███▌ | 42/120 [00:17<00:34, 2.28it/s]\n 36%|███▌ | 43/120 [00:17<00:33, 2.32it/s]\n 37%|███▋ | 44/120 [00:18<00:32, 2.35it/s]\n 38%|███▊ | 45/120 [00:18<00:31, 2.38it/s]\n 38%|███▊ | 46/120 [00:18<00:30, 2.39it/s]\n 39%|███▉ | 47/120 [00:19<00:30, 2.40it/s]\n 40%|████ | 48/120 [00:19<00:29, 2.40it/s]\n 41%|████ | 49/120 [00:20<00:29, 2.40it/s]\n 42%|████▏ | 50/120 [00:20<00:29, 2.37it/s]\n 42%|████▎ | 51/120 [00:20<00:29, 2.34it/s]\n 43%|████▎ | 52/120 [00:21<00:29, 2.30it/s]\n 44%|████▍ | 53/120 [00:21<00:29, 2.26it/s]\n 45%|████▌ | 54/120 [00:22<00:29, 2.22it/s]\n 46%|████▌ | 55/120 [00:22<00:29, 2.19it/s]\n 47%|████▋ | 56/120 [00:23<00:29, 2.16it/s]\n 48%|████▊ | 57/120 [00:23<00:29, 2.15it/s]\n 48%|████▊ | 58/120 [00:24<00:28, 2.15it/s]\n 49%|████▉ | 59/120 [00:24<00:28, 2.17it/s]\n 50%|█████ | 60/120 [00:25<00:27, 2.21it/s]\n 51%|█████ | 61/120 [00:25<00:25, 2.27it/s]\n 52%|█████▏ | 62/120 [00:25<00:25, 2.30it/s]\n 52%|█████▎ | 63/120 [00:26<00:24, 2.29it/s]\n 53%|█████▎ | 64/120 [00:26<00:24, 2.28it/s]\n 54%|█████▍ | 65/120 [00:27<00:24, 2.28it/s]\n 55%|█████▌ | 66/120 [00:27<00:23, 2.28it/s]\n 56%|█████▌ | 67/120 [00:28<00:23, 2.28it/s]\n 57%|█████▋ | 68/120 [00:28<00:22, 2.30it/s]\n 57%|█████▊ | 69/120 [00:29<00:21, 2.33it/s]\n 58%|█████▊ | 70/120 [00:29<00:21, 2.36it/s]\n 59%|█████▉ | 71/120 [00:29<00:20, 2.40it/s]\n 60%|██████ | 72/120 [00:30<00:19, 2.44it/s]\n 61%|██████ | 73/120 [00:30<00:18, 2.50it/s]\n 62%|██████▏ | 74/120 [00:30<00:18, 2.56it/s]\n 62%|██████▎ | 75/120 [00:31<00:17, 2.58it/s]\n 63%|██████▎ | 76/120 [00:31<00:16, 2.61it/s]\n 64%|██████▍ | 77/120 [00:32<00:16, 2.63it/s]\n 65%|██████▌ | 78/120 [00:32<00:15, 2.64it/s]\n 66%|██████▌ | 79/120 [00:32<00:15, 2.63it/s]\n 67%|██████▋ | 80/120 [00:33<00:15, 2.60it/s]\n 68%|██████▊ | 81/120 [00:33<00:15, 2.57it/s]\n 68%|██████▊ | 82/120 [00:34<00:15, 2.52it/s]\n 69%|██████▉ | 83/120 [00:34<00:14, 2.47it/s]\n 70%|███████ | 84/120 [00:34<00:14, 2.42it/s]\n 71%|███████ | 85/120 [00:35<00:14, 2.38it/s]\n 72%|███████▏ | 86/120 [00:35<00:14, 2.34it/s]\n 72%|███████▎ | 87/120 [00:36<00:14, 2.31it/s]\n 73%|███████▎ | 88/120 [00:36<00:13, 2.29it/s]\n 74%|███████▍ | 89/120 [00:37<00:13, 2.29it/s]\n 75%|███████▌ | 90/120 [00:37<00:13, 2.30it/s]\n 76%|███████▌ | 91/120 [00:37<00:12, 2.30it/s]\n 77%|███████▋ | 92/120 [00:38<00:12, 2.28it/s]\n 78%|███████▊ | 93/120 [00:38<00:11, 2.27it/s]\n 78%|███████▊ | 94/120 [00:39<00:11, 2.24it/s]\n 79%|███████▉ | 95/120 [00:39<00:11, 2.22it/s]\n 80%|████████ | 96/120 [00:40<00:10, 2.19it/s]\n 81%|████████ | 97/120 [00:40<00:10, 2.19it/s]\n 82%|████████▏ | 98/120 [00:41<00:10, 2.19it/s]\n 82%|████████▎ | 99/120 [00:41<00:09, 2.19it/s]\n 83%|████████▎ | 100/120 [00:42<00:09, 2.21it/s]\n 84%|████████▍ | 101/120 [00:42<00:08, 2.24it/s]\n 85%|████████▌ | 102/120 [00:42<00:07, 2.28it/s]\n 86%|████████▌ | 103/120 [00:43<00:07, 2.32it/s]\n 87%|████████▋ | 104/120 [00:43<00:06, 2.35it/s]\n 88%|████████▊ | 105/120 [00:44<00:06, 2.38it/s]\n 88%|████████▊ | 106/120 [00:44<00:05, 2.40it/s]\n 89%|████████▉ | 107/120 [00:44<00:05, 2.41it/s]\n 90%|█████████ | 108/120 [00:45<00:04, 2.42it/s]\n 91%|█████████ | 109/120 [00:45<00:04, 2.42it/s]\n 92%|█████████▏| 110/120 [00:46<00:04, 2.41it/s]\n 92%|█████████▎| 111/120 [00:46<00:03, 2.37it/s]\n 93%|█████████▎| 112/120 [00:47<00:03, 2.34it/s]\n 94%|█████████▍| 113/120 [00:47<00:03, 2.31it/s]\n 95%|█████████▌| 114/120 [00:48<00:02, 2.28it/s]\n 96%|█████████▌| 115/120 [00:48<00:02, 2.24it/s]\n 97%|█████████▋| 116/120 [00:48<00:01, 2.21it/s]\n 98%|█████████▊| 117/120 [00:49<00:01, 2.21it/s]\n 98%|█████████▊| 118/120 [00:49<00:00, 2.21it/s]\n 99%|█████████▉| 119/120 [00:50<00:00, 2.22it/s]\n100%|██████████| 120/120 [00:50<00:00, 2.26it/s]\n100%|██████████| 120/120 [00:50<00:00, 2.37it/s]\nIMAGEIO FFMPEG_WRITER WARNING: input image is not divisible by macro_block_size=8, resizing from (1008, 756) to (1008, 760) to ensure video compatibility with most codecs and players. To prevent resizing, make your input image divisible by the macro_block_size or set the macro_block_size to 1 (risking incompatibility).", "metrics": { "predict_time": 1113.604425, "total_time": 2181.150198 }, "output": "https://replicate.delivery/mgxm/c59033fe-92e2-4ff2-995d-ee19ca68d61c/test_renders_path.mp4", "started_at": "2022-06-23T07:01:32.470097Z", "status": "succeeded", "urls": { "get": "https://api.replicate.com/v1/predictions/u7iot67pmffnpkeg22st4zwrh4", "cancel": "https://api.replicate.com/v1/predictions/u7iot67pmffnpkeg22st4zwrh4/cancel" }, "version": "dfd661d44a13defb607c2c6546f45e5fe67157b1703d61ca75d62975348ba014" }Generated inDownloading checkpoint for trex Detected LLFF dataset Using pre-scaled images from /root/.cache/arf-svox2/data/llff/trex/images_4 Loaded LLFF data /root/.cache/arf-svox2/data/llff/trex 14.611281520672364 128.97241851887296 recentered (3, 4) [ 2.296519 10.719525] Overriding offset 250-> 250 dmin = 2.296519, dmax = 10.719525, invz = 0, offset = 250 0%| | 0/48 [00:00<?, ?it/s] 4%|▍ | 2/48 [00:00<00:02, 18.47it/s] 12%|█▎ | 6/48 [00:00<00:01, 26.33it/s] 19%|█▉ | 9/48 [00:00<00:01, 27.78it/s] 25%|██▌ | 12/48 [00:00<00:01, 28.06it/s] 33%|███▎ | 16/48 [00:00<00:01, 29.07it/s] 40%|███▉ | 19/48 [00:00<00:00, 29.10it/s] 46%|████▌ | 22/48 [00:00<00:00, 29.10it/s] 52%|█████▏ | 25/48 [00:00<00:00, 28.26it/s] 58%|█████▊ | 28/48 [00:00<00:00, 28.45it/s] 65%|██████▍ | 31/48 [00:01<00:00, 28.07it/s] 71%|███████ | 34/48 [00:01<00:00, 28.11it/s] 79%|███████▉ | 38/48 [00:01<00:00, 29.01it/s] 88%|████████▊ | 42/48 [00:01<00:00, 29.45it/s] 94%|█████████▍| 45/48 [00:01<00:00, 29.34it/s] 100%|██████████| 48/48 [00:01<00:00, 29.19it/s] 100%|██████████| 48/48 [00:01<00:00, 28.52it/s] z_bounds from LLFF: [2.2965190410614014, 10.719525337219238] (not used) scene_radius [1.496031746031746, 1.6613756613756614, 1.0] Generating rays, scaling factor 1 ic| "Loaded ckpt: ": 'Loaded ckpt: ' args.init_ckpt: '/root/.cache/arf-svox2/ckpt_svox2/llff/trex/ckpt.npz' ic| grid.basis_dim: 1 opt_style.py:508: DeprecationWarning: Starting with ImageIO v3 the behavior of this function will switch to that of iio.v3.imread. To keep the current behavior (and make this warning dissapear) use `import imageio.v2 as imageio` or call `imageio.v2.imread` directly. Render options RenderOptions(backend='cuvol', background_brightness=0.5, step_size=0.5, sigma_thresh=1e-08, stop_thresh=1e-07, last_sample_opaque=False, near_clip=0.0, use_spheric_clip=False, random_sigma_std=0.0, random_sigma_std_background=0.0) style_img = imageio.imread(args.style).astype(np.float32) / 255.0 ic| "Style image: ": 'Style image: ' args.style: '/tmp/tmpf_bjlrjn20210215_110704.jpg' style_img.shape: torch.Size([283, 504, 3]) Downloading: "https://download.pytorch.org/models/vgg16-397923af.pth" to /root/.cache/torch/hub/checkpoints/vgg16-397923af.pth 0%| | 0.00/528M [00:00<?, ?B/s] 1%| | 4.08M/528M [00:00<00:12, 42.7MB/s] 2%|▏ | 9.53M/528M [00:00<00:10, 51.2MB/s] 6%|▌ | 32.6M/528M [00:00<00:03, 138MB/s] 10%|█ | 55.1M/528M [00:00<00:02, 177MB/s] 15%|█▍ | 77.9M/528M [00:00<00:02, 199MB/s] 20%|█▉ | 104M/528M [00:00<00:01, 226MB/s] 25%|██▍ | 131M/528M [00:00<00:01, 243MB/s] 30%|██▉ | 157M/528M [00:00<00:01, 254MB/s] 35%|███▍ | 184M/528M [00:00<00:01, 261MB/s] 40%|███▉ | 210M/528M [00:01<00:01, 265MB/s] 45%|████▍ | 237M/528M [00:01<00:01, 269MB/s] 50%|████▉ | 262M/528M [00:01<00:01, 266MB/s] 55%|█████▍ | 288M/528M [00:01<00:00, 267MB/s] 60%|█████▉ | 314M/528M [00:01<00:00, 269MB/s] 65%|██████▍ | 341M/528M [00:01<00:00, 272MB/s] 70%|██████▉ | 367M/528M [00:01<00:00, 273MB/s] 74%|███████▍ | 393M/528M [00:01<00:00, 272MB/s] 79%|███████▉ | 419M/528M [00:01<00:00, 273MB/s] 84%|████████▍ | 446M/528M [00:01<00:00, 273MB/s] 89%|████████▉ | 472M/528M [00:02<00:00, 274MB/s] 94%|█████████▍| 498M/528M [00:02<00:00, 274MB/s] 99%|█████████▉| 525M/528M [00:02<00:00, 275MB/s] 100%|██████████| 528M/528M [00:02<00:00, 249MB/s] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 0 epoch_size: 36578304 batches_per_epoch: 7316 batch_size: 5000 optim_type: 'ray' 0%| | 0/7316 [00:00<?, ?it/s] 0%| | 9/7316 [00:00<01:28, 82.76it/s] 0%| | 18/7316 [00:00<01:31, 79.39it/s] 19 18.8193 : 0%| | 18/7316 [00:00<01:31, 79.39it/s] 19 18.8193 : 0%| | 26/7316 [00:00<01:35, 76.63it/s] 19 18.8193 : 0%| | 35/7316 [00:00<01:30, 80.16it/s] 39 15.2391 : 0%| | 35/7316 [00:00<01:30, 80.16it/s] 39 15.2391 : 1%| | 46/7316 [00:00<01:22, 87.90it/s] 39 15.2391 : 1%| | 57/7316 [00:00<01:17, 93.88it/s] 59 15.3183 : 1%| | 57/7316 [00:00<01:17, 93.88it/s] 59 15.3183 : 1%| | 68/7316 [00:00<01:14, 97.35it/s] 59 15.3183 : 1%| | 79/7316 [00:00<01:13, 99.11it/s] 79 16.5228 : 1%| | 79/7316 [00:00<01:13, 99.11it/s] 79 16.5228 : 1%| | 89/7316 [00:00<01:13, 98.08it/s] 99 16.4294 : 1%| | 89/7316 [00:01<01:13, 98.08it/s] 99 16.4294 : 1%|▏ | 100/7316 [00:01<01:12, 100.07it/s] 99 16.4294 : 2%|▏ | 111/7316 [00:01<01:10, 102.67it/s] 119 12.4467 : 2%|▏ | 111/7316 [00:01<01:10, 102.67it/s] 119 12.4467 : 2%|▏ | 123/7316 [00:01<01:07, 106.31it/s] 119 12.4467 : 2%|▏ | 135/7316 [00:01<01:05, 108.82it/s] 139 12.4272 : 2%|▏ | 135/7316 [00:01<01:05, 108.82it/s] 139 12.4272 : 2%|▏ | 147/7316 [00:01<01:05, 109.93it/s] 139 12.4272 : 2%|▏ | 158/7316 [00:01<01:07, 106.64it/s] 159 20.3470 : 2%|▏ | 158/7316 [00:01<01:07, 106.64it/s] 159 20.3470 : 2%|▏ | 169/7316 [00:01<01:11, 99.37it/s] 179 24.5461 : 2%|▏ | 169/7316 [00:01<01:11, 99.37it/s] 179 24.5461 : 2%|▏ | 180/7316 [00:01<01:16, 92.95it/s] 179 24.5461 : 3%|▎ | 191/7316 [00:01<01:14, 95.19it/s] 199 16.8497 : 3%|▎ | 191/7316 [00:02<01:14, 95.19it/s] 199 16.8497 : 3%|▎ | 203/7316 [00:02<01:11, 100.18it/s] 199 16.8497 : 3%|▎ | 215/7316 [00:02<01:07, 105.12it/s] 219 18.8898 : 3%|▎ | 215/7316 [00:02<01:07, 105.12it/s] 219 18.8898 : 3%|▎ | 227/7316 [00:02<01:06, 106.88it/s] 219 18.8898 : 3%|▎ | 238/7316 [00:02<01:06, 107.07it/s] 239 20.4087 : 3%|▎ | 238/7316 [00:02<01:06, 107.07it/s] 239 20.4087 : 3%|▎ | 250/7316 [00:02<01:04, 108.84it/s] 259 17.0373 : 3%|▎ | 250/7316 [00:02<01:04, 108.84it/s] 259 17.0373 : 4%|▎ | 262/7316 [00:02<01:03, 110.99it/s] 259 17.0373 : 4%|▍ | 275/7316 [00:02<01:01, 114.29it/s] 279 16.1355 : 4%|▍ | 275/7316 [00:02<01:01, 114.29it/s] 279 16.1355 : 4%|▍ | 287/7316 [00:02<01:00, 115.50it/s] 279 16.1355 : 4%|▍ | 299/7316 [00:02<01:00, 115.89it/s] 299 15.6946 : 4%|▍ | 299/7316 [00:02<01:00, 115.89it/s] 299 15.6946 : 4%|▍ | 311/7316 [00:03<01:02, 111.55it/s] 319 26.1868 : 4%|▍ | 311/7316 [00:03<01:02, 111.55it/s] 319 26.1868 : 4%|▍ | 323/7316 [00:03<01:08, 101.94it/s] 319 26.1868 : 5%|▍ | 334/7316 [00:03<01:12, 96.56it/s] 339 23.0198 : 5%|▍ | 334/7316 [00:03<01:12, 96.56it/s] 339 23.0198 : 5%|▍ | 345/7316 [00:03<01:10, 98.25it/s] 339 23.0198 : 5%|▍ | 357/7316 [00:03<01:07, 103.26it/s] 359 19.6995 : 5%|▍ | 357/7316 [00:03<01:07, 103.26it/s] 359 19.6995 : 5%|▌ | 369/7316 [00:03<01:04, 107.15it/s] 379 21.8085 : 5%|▌ | 369/7316 [00:03<01:04, 107.15it/s] 379 21.8085 : 5%|▌ | 381/7316 [00:03<01:04, 108.18it/s] 379 21.8085 : 5%|▌ | 392/7316 [00:03<01:04, 107.19it/s] 399 21.6361 : 5%|▌ | 392/7316 [00:03<01:04, 107.19it/s] 399 21.6361 : 6%|▌ | 403/7316 [00:03<01:04, 107.88it/s] 399 21.6361 : 6%|▌ | 415/7316 [00:04<01:02, 110.63it/s] 419 19.2176 : 6%|▌ | 415/7316 [00:04<01:02, 110.63it/s] 419 19.2176 : 6%|▌ | 428/7316 [00:04<01:00, 114.09it/s] 439 19.9028 : 6%|▌ | 428/7316 [00:04<01:00, 114.09it/s] 439 19.9028 : 6%|▌ | 440/7316 [00:04<00:59, 115.25it/s] 439 19.9028 : 6%|▌ | 452/7316 [00:04<00:59, 115.97it/s] 459 25.8558 : 6%|▌ | 452/7316 [00:04<00:59, 115.97it/s] 459 25.8558 : 6%|▋ | 464/7316 [00:04<01:02, 110.04it/s] 459 25.8558 : 7%|▋ | 476/7316 [00:04<01:09, 98.23it/s] 479 27.7698 : 7%|▋ | 476/7316 [00:04<01:09, 98.23it/s] 479 27.7698 : 7%|▋ | 487/7316 [00:04<01:13, 93.30it/s] 479 27.7698 : 7%|▋ | 498/7316 [00:04<01:11, 95.48it/s] 499 21.4952 : 7%|▋ | 498/7316 [00:04<01:11, 95.48it/s] 499 21.4952 : 7%|▋ | 510/7316 [00:04<01:08, 99.89it/s] 519 21.6677 : 7%|▋ | 510/7316 [00:05<01:08, 99.89it/s] 519 21.6677 : 7%|▋ | 522/7316 [00:05<01:05, 103.27it/s] 519 21.6677 : 7%|▋ | 533/7316 [00:05<01:05, 104.27it/s] 539 23.0415 : 7%|▋ | 533/7316 [00:05<01:05, 104.27it/s] 539 23.0415 : 7%|▋ | 544/7316 [00:05<01:04, 104.41it/s] 539 23.0415 : 8%|▊ | 555/7316 [00:05<01:04, 104.91it/s] 559 24.2410 : 8%|▊ | 555/7316 [00:05<01:04, 104.91it/s] 559 24.2410 : 8%|▊ | 567/7316 [00:05<01:02, 107.34it/s] 559 24.2410 : 8%|▊ | 579/7316 [00:05<01:01, 110.04it/s] 579 20.8510 : 8%|▊ | 579/7316 [00:05<01:01, 110.04it/s] 579 20.8510 : 8%|▊ | 591/7316 [00:05<01:00, 111.31it/s] 599 21.4291 : 8%|▊ | 591/7316 [00:05<01:00, 111.31it/s] 599 21.4291 : 8%|▊ | 603/7316 [00:05<01:00, 111.84it/s] 599 21.4291 : 8%|▊ | 615/7316 [00:05<01:03, 105.55it/s] 619 32.5758 : 8%|▊ | 615/7316 [00:06<01:03, 105.55it/s] 619 32.5758 : 9%|▊ | 626/7316 [00:06<01:13, 91.60it/s] 619 32.5758 : 9%|▊ | 636/7316 [00:06<01:18, 85.39it/s] 639 25.3203 : 9%|▊ | 636/7316 [00:06<01:18, 85.39it/s] 639 25.3203 : 9%|▉ | 645/7316 [00:06<01:18, 85.19it/s] 639 25.3203 : 9%|▉ | 655/7316 [00:06<01:15, 88.68it/s] 659 23.3493 : 9%|▉ | 655/7316 [00:06<01:15, 88.68it/s] 659 23.3493 : 9%|▉ | 666/7316 [00:06<01:11, 93.13it/s] 659 23.3493 : 9%|▉ | 676/7316 [00:06<01:10, 94.78it/s] 679 23.9062 : 9%|▉ | 676/7316 [00:06<01:10, 94.78it/s] 679 23.9062 : 9%|▉ | 686/7316 [00:06<01:10, 94.47it/s] 679 23.9062 : 10%|▉ | 696/7316 [00:06<01:09, 95.11it/s] 699 25.1632 : 10%|▉ | 696/7316 [00:06<01:09, 95.11it/s] 699 25.1632 : 10%|▉ | 706/7316 [00:06<01:09, 94.86it/s] 699 25.1632 : 10%|▉ | 717/7316 [00:07<01:08, 96.93it/s] 719 22.4639 : 10%|▉ | 717/7316 [00:07<01:08, 96.93it/s] 719 22.4639 : 10%|▉ | 728/7316 [00:07<01:06, 99.78it/s] 719 22.4639 : 10%|█ | 739/7316 [00:07<01:05, 100.60it/s] 739 22.3450 : 10%|█ | 739/7316 [00:07<01:05, 100.60it/s] 739 22.3450 : 10%|█ | 750/7316 [00:07<01:04, 102.20it/s] 759 23.1850 : 10%|█ | 750/7316 [00:07<01:04, 102.20it/s] 759 23.1850 : 10%|█ | 761/7316 [00:07<01:03, 102.62it/s] 759 23.1850 : 11%|█ | 772/7316 [00:07<01:18, 83.33it/s] 779 29.6004 : 11%|█ | 772/7316 [00:07<01:18, 83.33it/s] 779 29.6004 : 11%|█ | 781/7316 [00:07<01:31, 71.14it/s] 779 29.6004 : 11%|█ | 789/7316 [00:07<01:37, 66.98it/s] 779 29.6004 : 11%|█ | 797/7316 [00:08<01:37, 67.00it/s] 799 21.6903 : 11%|█ | 797/7316 [00:08<01:37, 67.00it/s] 799 21.6903 : 11%|█ | 805/7316 [00:08<01:33, 69.36it/s] 799 21.6903 : 11%|█ | 814/7316 [00:08<01:27, 74.01it/s] 819 23.6487 : 11%|█ | 814/7316 [00:08<01:27, 74.01it/s] 819 23.6487 : 11%|█ | 823/7316 [00:08<01:24, 76.72it/s] 819 23.6487 : 11%|█▏ | 832/7316 [00:08<01:23, 78.06it/s] 839 24.4512 : 11%|█▏ | 832/7316 [00:08<01:23, 78.06it/s] 839 24.4512 : 11%|█▏ | 840/7316 [00:08<01:23, 77.21it/s] 839 24.4512 : 12%|█▏ | 848/7316 [00:08<01:24, 76.54it/s] 839 24.4512 : 12%|█▏ | 856/7316 [00:08<01:24, 76.55it/s] 859 26.7306 : 12%|█▏ | 856/7316 [00:08<01:24, 76.55it/s] 859 26.7306 : 12%|█▏ | 865/7316 [00:08<01:23, 77.69it/s] 859 26.7306 : 12%|█▏ | 874/7316 [00:09<01:21, 79.45it/s] 879 22.1127 : 12%|█▏ | 874/7316 [00:09<01:21, 79.45it/s] 879 22.1127 : 12%|█▏ | 883/7316 [00:09<01:19, 81.08it/s] 879 22.1127 : 12%|█▏ | 892/7316 [00:09<01:17, 82.65it/s] 899 21.2257 : 12%|█▏ | 892/7316 [00:09<01:17, 82.65it/s] 899 21.2257 : 12%|█▏ | 901/7316 [00:09<01:16, 83.66it/s] 899 21.2257 : 12%|█▏ | 910/7316 [00:09<01:16, 83.86it/s] 899 21.2257 : 13%|█▎ | 919/7316 [00:09<01:23, 76.31it/s] 919 34.1284 : 13%|█▎ | 919/7316 [00:09<01:23, 76.31it/s] 919 34.1284 : 13%|█▎ | 927/7316 [00:09<01:38, 65.15it/s] 919 34.1284 : 13%|█▎ | 934/7316 [00:09<01:45, 60.28it/s] 939 19.3450 : 13%|█▎ | 934/7316 [00:10<01:45, 60.28it/s] 939 19.3450 : 13%|█▎ | 941/7316 [00:10<01:50, 57.77it/s] 939 19.3450 : 13%|█▎ | 947/7316 [00:10<01:49, 58.20it/s] 939 19.3450 : 13%|█▎ | 954/7316 [00:10<01:45, 60.56it/s] 959 23.8106 : 13%|█▎ | 954/7316 [00:10<01:45, 60.56it/s] 959 23.8106 : 13%|█▎ | 962/7316 [00:10<01:37, 64.85it/s] 959 23.8106 : 13%|█▎ | 970/7316 [00:10<01:32, 68.59it/s] 959 23.8106 : 13%|█▎ | 978/7316 [00:10<01:29, 71.07it/s] 979 25.1272 : 13%|█▎ | 978/7316 [00:10<01:29, 71.07it/s] 979 25.1272 : 13%|█▎ | 986/7316 [00:10<01:28, 71.26it/s] 979 25.1272 : 14%|█▎ | 994/7316 [00:10<01:29, 70.43it/s] 999 23.8597 : 14%|█▎ | 994/7316 [00:10<01:29, 70.43it/s] 999 23.8597 : 14%|█▎ | 1002/7316 [00:10<01:30, 69.78it/s] 999 23.8597 : 14%|█▍ | 1010/7316 [00:11<01:30, 69.77it/s] 999 23.8597 : 14%|█▍ | 1018/7316 [00:11<01:29, 70.67it/s] 1019 24.8772 : 14%|█▍ | 1018/7316 [00:11<01:29, 70.67it/s] 1019 24.8772 : 14%|█▍ | 1026/7316 [00:11<01:26, 72.35it/s] 1019 24.8772 : 14%|█▍ | 1034/7316 [00:11<01:24, 73.97it/s] 1039 23.4199 : 14%|█▍ | 1034/7316 [00:11<01:24, 73.97it/s] 1039 23.4199 : 14%|█▍ | 1042/7316 [00:11<01:23, 74.77it/s] 1039 23.4199 : 14%|█▍ | 1050/7316 [00:11<01:22, 75.63it/s] 1039 23.4199 : 14%|█▍ | 1058/7316 [00:11<01:22, 75.88it/s] 1059 22.5064 : 14%|█▍ | 1058/7316 [00:11<01:22, 75.88it/s] 1059 22.5064 : 15%|█▍ | 1066/7316 [00:11<01:22, 76.02it/s] 1059 22.5064 : 15%|█▍ | 1074/7316 [00:11<01:29, 70.02it/s] 1079 28.4218 : 15%|█▍ | 1074/7316 [00:12<01:29, 70.02it/s] 1079 28.4218 : 15%|█▍ | 1082/7316 [00:12<01:33, 66.42it/s] 1079 28.4218 : 15%|█▍ | 1089/7316 [00:12<01:33, 66.44it/s] 1079 28.4218 : 15%|█▍ | 1097/7316 [00:12<01:29, 69.79it/s] 1099 24.4803 : 15%|█▍ | 1097/7316 [00:12<01:29, 69.79it/s] 1099 24.4803 : 15%|█▌ | 1106/7316 [00:12<01:22, 74.98it/s] 1099 24.4803 : 15%|█▌ | 1116/7316 [00:12<01:16, 81.10it/s] 1119 24.7805 : 15%|█▌ | 1116/7316 [00:12<01:16, 81.10it/s] 1119 24.7805 : 15%|█▌ | 1126/7316 [00:12<01:12, 84.91it/s] 1119 24.7805 : 16%|█▌ | 1136/7316 [00:12<01:10, 87.56it/s] 1139 24.7123 : 16%|█▌ | 1136/7316 [00:12<01:10, 87.56it/s] 1139 24.7123 : 16%|█▌ | 1145/7316 [00:12<01:11, 86.85it/s] 1139 24.7123 : 16%|█▌ | 1154/7316 [00:12<01:10, 86.96it/s] 1159 26.4411 : 16%|█▌ | 1154/7316 [00:12<01:10, 86.96it/s] 1159 26.4411 : 16%|█▌ | 1163/7316 [00:13<01:10, 87.32it/s] 1159 26.4411 : 16%|█▌ | 1173/7316 [00:13<01:09, 88.69it/s] 1179 24.6038 : 16%|█▌ | 1173/7316 [00:13<01:09, 88.69it/s] 1179 24.6038 : 16%|█▌ | 1183/7316 [00:13<01:07, 91.44it/s] 1179 24.6038 : 16%|█▋ | 1193/7316 [00:13<01:05, 93.35it/s] 1199 26.3990 : 16%|█▋ | 1193/7316 [00:13<01:05, 93.35it/s] 1199 26.3990 : 16%|█▋ | 1203/7316 [00:13<01:04, 94.08it/s] 1199 26.3990 : 17%|█▋ | 1213/7316 [00:13<01:04, 94.58it/s] 1219 30.8125 : 17%|█▋ | 1213/7316 [00:13<01:04, 94.58it/s] 1219 30.8125 : 17%|█▋ | 1223/7316 [00:13<01:06, 92.22it/s] 1219 30.8125 : 17%|█▋ | 1233/7316 [00:13<01:10, 85.79it/s] 1239 17.2459 : 17%|█▋ | 1233/7316 [00:13<01:10, 85.79it/s] 1239 17.2459 : 17%|█▋ | 1242/7316 [00:13<01:10, 85.87it/s] 1239 17.2459 : 17%|█▋ | 1253/7316 [00:13<01:06, 91.30it/s] 1259 26.9640 : 17%|█▋ | 1253/7316 [00:14<01:06, 91.30it/s] 1259 26.9640 : 17%|█▋ | 1265/7316 [00:14<01:01, 97.67it/s] 1259 26.9640 : 17%|█▋ | 1277/7316 [00:14<00:58, 103.25it/s] 1279 26.3897 : 17%|█▋ | 1277/7316 [00:14<00:58, 103.25it/s] 1279 26.3897 : 18%|█▊ | 1289/7316 [00:14<00:56, 106.25it/s] 1299 28.1109 : 18%|█▊ | 1289/7316 [00:14<00:56, 106.25it/s] 1299 28.1109 : 18%|█▊ | 1300/7316 [00:14<00:56, 105.90it/s] 1299 28.1109 : 18%|█▊ | 1311/7316 [00:14<00:56, 106.11it/s] 1319 28.8506 : 18%|█▊ | 1311/7316 [00:14<00:56, 106.11it/s] 1319 28.8506 : 18%|█▊ | 1323/7316 [00:14<00:55, 107.95it/s] 1319 28.8506 : 18%|█▊ | 1335/7316 [00:14<00:53, 111.40it/s] 1339 28.7628 : 18%|█▊ | 1335/7316 [00:14<00:53, 111.40it/s] 1339 28.7628 : 18%|█▊ | 1347/7316 [00:14<00:52, 113.51it/s] 1339 28.7628 : 19%|█▊ | 1359/7316 [00:14<00:51, 115.20it/s] 1359 28.6104 : 19%|█▊ | 1359/7316 [00:14<00:51, 115.20it/s] 1359 28.6104 : 19%|█▊ | 1371/7316 [00:15<00:51, 115.09it/s] 1379 34.4852 : 19%|█▊ | 1371/7316 [00:15<00:51, 115.09it/s] 1379 34.4852 : 19%|█▉ | 1383/7316 [00:15<00:55, 107.69it/s] 1379 34.4852 : 19%|█▉ | 1394/7316 [00:15<00:56, 105.66it/s] 1399 21.6259 : 19%|█▉ | 1394/7316 [00:15<00:56, 105.66it/s] 1399 21.6259 : 19%|█▉ | 1407/7316 [00:15<00:53, 110.60it/s] 1419 26.1598 : 19%|█▉ | 1407/7316 [00:15<00:53, 110.60it/s] 1419 26.1598 : 19%|█▉ | 1421/7316 [00:15<00:50, 117.78it/s] 1419 26.1598 : 20%|█▉ | 1435/7316 [00:15<00:47, 123.20it/s] 1439 26.9795 : 20%|█▉ | 1435/7316 [00:15<00:47, 123.20it/s] 1439 26.9795 : 20%|█▉ | 1448/7316 [00:15<00:46, 124.89it/s] 1459 25.2030 : 20%|█▉ | 1448/7316 [00:15<00:46, 124.89it/s] 1459 25.2030 : 20%|█▉ | 1461/7316 [00:15<00:46, 125.27it/s] 1459 25.2030 : 20%|██ | 1475/7316 [00:15<00:45, 127.83it/s] 1479 26.8277 : 20%|██ | 1475/7316 [00:15<00:45, 127.83it/s] 1479 26.8277 : 20%|██ | 1490/7316 [00:15<00:43, 132.50it/s] 1499 28.4153 : 20%|██ | 1490/7316 [00:16<00:43, 132.50it/s] 1499 28.4153 : 21%|██ | 1505/7316 [00:16<00:42, 135.62it/s] 1499 28.4153 : 21%|██ | 1519/7316 [00:16<00:42, 136.84it/s] 1519 27.3822 : 21%|██ | 1519/7316 [00:16<00:42, 136.84it/s] 1519 27.3822 : 21%|██ | 1533/7316 [00:16<00:44, 129.25it/s] 1539 35.0353 : 21%|██ | 1533/7316 [00:16<00:44, 129.25it/s] 1539 35.0353 : 21%|██ | 1547/7316 [00:16<00:47, 121.13it/s] 1559 27.3234 : 21%|██ | 1547/7316 [00:16<00:47, 121.13it/s] 1559 27.3234 : 21%|██▏ | 1561/7316 [00:16<00:45, 125.11it/s] 1559 27.3234 : 22%|██▏ | 1577/7316 [00:16<00:43, 132.37it/s] 1579 25.0387 : 22%|██▏ | 1577/7316 [00:16<00:43, 132.37it/s] 1579 25.0387 : 22%|██▏ | 1592/7316 [00:16<00:41, 136.61it/s] 1599 29.2909 : 22%|██▏ | 1592/7316 [00:16<00:41, 136.61it/s] 1599 29.2909 : 22%|██▏ | 1607/7316 [00:16<00:41, 138.37it/s] 1619 27.8001 : 22%|██▏ | 1607/7316 [00:16<00:41, 138.37it/s] 1619 27.8001 : 22%|██▏ | 1622/7316 [00:16<00:40, 139.71it/s] 1619 27.8001 : 22%|██▏ | 1638/7316 [00:17<00:39, 143.71it/s] 1639 24.4963 : 22%|██▏ | 1638/7316 [00:17<00:39, 143.71it/s] 1639 24.4963 : 23%|██▎ | 1654/7316 [00:17<00:38, 145.98it/s] 1659 26.6494 : 23%|██▎ | 1654/7316 [00:17<00:38, 145.98it/s] 1659 26.6494 : 23%|██▎ | 1670/7316 [00:17<00:38, 148.28it/s] 1679 32.3231 : 23%|██▎ | 1670/7316 [00:17<00:38, 148.28it/s] 1679 32.3231 : 23%|██▎ | 1685/7316 [00:17<00:40, 137.35it/s] 1679 32.3231 : 23%|██▎ | 1699/7316 [00:17<00:45, 123.07it/s] 1699 24.2226 : 23%|██▎ | 1699/7316 [00:17<00:45, 123.07it/s] 1699 24.2226 : 23%|██▎ | 1712/7316 [00:17<00:45, 123.29it/s] 1719 26.1357 : 23%|██▎ | 1712/7316 [00:17<00:45, 123.29it/s] 1719 26.1357 : 24%|██▎ | 1727/7316 [00:17<00:43, 128.09it/s] 1739 26.2488 : 24%|██▎ | 1727/7316 [00:17<00:43, 128.09it/s] 1739 26.2488 : 24%|██▍ | 1741/7316 [00:17<00:42, 130.99it/s] 1739 26.2488 : 24%|██▍ | 1755/7316 [00:17<00:41, 132.58it/s] 1759 27.7235 : 24%|██▍ | 1755/7316 [00:18<00:41, 132.58it/s] 1759 27.7235 : 24%|██▍ | 1769/7316 [00:18<00:41, 132.61it/s] 1779 28.0745 : 24%|██▍ | 1769/7316 [00:18<00:41, 132.61it/s] 1779 28.0745 : 24%|██▍ | 1784/7316 [00:18<00:41, 134.88it/s] 1779 28.0745 : 25%|██▍ | 1799/7316 [00:18<00:39, 138.55it/s] 1799 27.9846 : 25%|██▍ | 1799/7316 [00:18<00:39, 138.55it/s] 1799 27.9846 : 25%|██▍ | 1814/7316 [00:18<00:39, 140.91it/s] 1819 27.2726 : 25%|██▍ | 1814/7316 [00:18<00:39, 140.91it/s] 1819 27.2726 : 25%|██▌ | 1829/7316 [00:18<00:38, 141.69it/s] 1839 33.8129 : 25%|██▌ | 1829/7316 [00:18<00:38, 141.69it/s] 1839 33.8129 : 25%|██▌ | 1844/7316 [00:18<00:50, 109.00it/s] 1839 33.8129 : 25%|██▌ | 1857/7316 [00:18<00:56, 96.92it/s] 1859 24.5580 : 25%|██▌ | 1857/7316 [00:18<00:56, 96.92it/s] 1859 24.5580 : 26%|██▌ | 1868/7316 [00:18<00:56, 96.44it/s] 1859 24.5580 : 26%|██▌ | 1879/7316 [00:19<00:55, 98.31it/s] 1879 24.1575 : 26%|██▌ | 1879/7316 [00:19<00:55, 98.31it/s] 1879 24.1575 : 26%|██▌ | 1890/7316 [00:19<00:54, 99.29it/s] 1899 25.4809 : 26%|██▌ | 1890/7316 [00:19<00:54, 99.29it/s] 1899 25.4809 : 26%|██▌ | 1901/7316 [00:19<00:53, 100.41it/s] 1899 25.4809 : 26%|██▌ | 1912/7316 [00:19<00:54, 99.68it/s] 1919 28.7089 : 26%|██▌ | 1912/7316 [00:19<00:54, 99.68it/s] 1919 28.7089 : 26%|██▋ | 1923/7316 [00:19<00:53, 100.92it/s] 1919 28.7089 : 26%|██▋ | 1934/7316 [00:19<00:52, 102.79it/s] 1939 24.5435 : 26%|██▋ | 1934/7316 [00:19<00:52, 102.79it/s] 1939 24.5435 : 27%|██▋ | 1946/7316 [00:19<00:50, 106.14it/s] 1939 24.5435 : 27%|██▋ | 1958/7316 [00:19<00:49, 108.96it/s] 1959 24.2259 : 27%|██▋ | 1958/7316 [00:19<00:49, 108.96it/s] 1959 24.2259 : 27%|██▋ | 1970/7316 [00:19<00:48, 110.53it/s] 1979 26.6021 : 27%|██▋ | 1970/7316 [00:20<00:48, 110.53it/s] 1979 26.6021 : 27%|██▋ | 1982/7316 [00:20<00:48, 109.86it/s] 1979 26.6021 : 27%|██▋ | 1994/7316 [00:20<01:01, 85.96it/s] 1999 40.1164 : 27%|██▋ | 1994/7316 [00:20<01:01, 85.96it/s] 1999 40.1164 : 27%|██▋ | 2004/7316 [00:20<01:10, 75.05it/s] 1999 40.1164 : 28%|██▊ | 2013/7316 [00:20<01:13, 72.54it/s] 2019 23.8935 : 28%|██▊ | 2013/7316 [00:20<01:13, 72.54it/s] 2019 23.8935 : 28%|██▊ | 2021/7316 [00:20<01:11, 73.95it/s] 2019 23.8935 : 28%|██▊ | 2030/7316 [00:20<01:09, 76.59it/s] 2019 23.8935 : 28%|██▊ | 2039/7316 [00:20<01:07, 78.75it/s] 2039 24.0875 : 28%|██▊ | 2039/7316 [00:20<01:07, 78.75it/s] 2039 24.0875 : 28%|██▊ | 2048/7316 [00:21<01:05, 80.19it/s] 2039 24.0875 : 28%|██▊ | 2057/7316 [00:21<01:04, 81.34it/s] 2059 25.0612 : 28%|██▊ | 2057/7316 [00:21<01:04, 81.34it/s] 2059 25.0612 : 28%|██▊ | 2066/7316 [00:21<01:04, 81.58it/s] 2059 25.0612 : 28%|██▊ | 2075/7316 [00:21<01:03, 82.90it/s] 2079 25.7358 : 28%|██▊ | 2075/7316 [00:21<01:03, 82.90it/s] 2079 25.7358 : 28%|██▊ | 2084/7316 [00:21<01:01, 84.41it/s] 2079 25.7358 : 29%|██▊ | 2094/7316 [00:21<00:59, 87.30it/s] 2099 24.9067 : 29%|██▊ | 2094/7316 [00:21<00:59, 87.30it/s] 2099 24.9067 : 29%|██▉ | 2104/7316 [00:21<00:58, 89.61it/s] 2099 24.9067 : 29%|██▉ | 2114/7316 [00:21<00:56, 92.11it/s] 2119 26.5419 : 29%|██▉ | 2114/7316 [00:21<00:56, 92.11it/s] 2119 26.5419 : 29%|██▉ | 2124/7316 [00:21<00:55, 93.51it/s] 2119 26.5419 : 29%|██▉ | 2134/7316 [00:21<00:55, 93.27it/s] 2139 27.8625 : 29%|██▉ | 2134/7316 [00:22<00:55, 93.27it/s] 2139 27.8625 : 29%|██▉ | 2144/7316 [00:22<01:00, 85.31it/s] 2139 27.8625 : 29%|██▉ | 2153/7316 [00:22<01:03, 81.16it/s] 2159 16.2904 : 29%|██▉ | 2153/7316 [00:22<01:03, 81.16it/s] 2159 16.2904 : 30%|██▉ | 2162/7316 [00:22<01:02, 82.99it/s] 2159 16.2904 : 30%|██▉ | 2173/7316 [00:22<00:57, 88.78it/s] 2179 26.5966 : 30%|██▉ | 2173/7316 [00:22<00:57, 88.78it/s] 2179 26.5966 : 30%|██▉ | 2184/7316 [00:22<00:54, 94.18it/s] 2179 26.5966 : 30%|███ | 2195/7316 [00:22<00:52, 97.40it/s] 2199 25.7177 : 30%|███ | 2195/7316 [00:22<00:52, 97.40it/s] 2199 25.7177 : 30%|███ | 2206/7316 [00:22<00:51, 99.96it/s] 2199 25.7177 : 30%|███ | 2217/7316 [00:22<00:50, 100.87it/s] 2219 22.8226 : 30%|███ | 2217/7316 [00:22<00:50, 100.87it/s] 2219 22.8226 : 30%|███ | 2228/7316 [00:22<00:49, 102.39it/s] 2239 27.4617 : 30%|███ | 2228/7316 [00:23<00:49, 102.39it/s] 2239 27.4617 : 31%|███ | 2240/7316 [00:23<00:48, 104.93it/s] 2239 27.4617 : 31%|███ | 2252/7316 [00:23<00:46, 108.33it/s] 2259 25.0305 : 31%|███ | 2252/7316 [00:23<00:46, 108.33it/s] 2259 25.0305 : 31%|███ | 2264/7316 [00:23<00:45, 111.30it/s] 2259 25.0305 : 31%|███ | 2276/7316 [00:23<00:44, 112.20it/s] 2279 27.1300 : 31%|███ | 2276/7316 [00:23<00:44, 112.20it/s] 2279 27.1300 : 31%|███▏ | 2288/7316 [00:23<00:45, 110.87it/s] 2299 33.1369 : 31%|███▏ | 2288/7316 [00:23<00:45, 110.87it/s] 2299 33.1369 : 31%|███▏ | 2300/7316 [00:23<00:48, 103.88it/s] 2299 33.1369 : 32%|███▏ | 2311/7316 [00:23<00:47, 105.01it/s] 2319 26.0474 : 32%|███▏ | 2311/7316 [00:23<00:47, 105.01it/s] 2319 26.0474 : 32%|███▏ | 2325/7316 [00:23<00:44, 112.53it/s] 2319 26.0474 : 32%|███▏ | 2339/7316 [00:23<00:41, 119.72it/s] 2339 26.5446 : 32%|███▏ | 2339/7316 [00:23<00:41, 119.72it/s] 2339 26.5446 : 32%|███▏ | 2353/7316 [00:24<00:39, 124.42it/s] 2359 26.6330 : 32%|███▏ | 2353/7316 [00:24<00:39, 124.42it/s] 2359 26.6330 : 32%|███▏ | 2367/7316 [00:24<00:39, 126.82it/s] 2379 28.7729 : 32%|███▏ | 2367/7316 [00:24<00:39, 126.82it/s] 2379 28.7729 : 33%|███▎ | 2381/7316 [00:24<00:38, 129.22it/s] 2379 28.7729 : 33%|███▎ | 2396/7316 [00:24<00:36, 133.07it/s] 2399 29.1061 : 33%|███▎ | 2396/7316 [00:24<00:36, 133.07it/s] 2399 29.1061 : 33%|███▎ | 2411/7316 [00:24<00:35, 137.71it/s] 2419 27.3364 : 33%|███▎ | 2411/7316 [00:24<00:35, 137.71it/s] 2419 27.3364 : 33%|███▎ | 2426/7316 [00:24<00:34, 140.41it/s] 2439 29.6558 : 33%|███▎ | 2426/7316 [00:24<00:34, 140.41it/s] 2439 29.6558 : 33%|███▎ | 2441/7316 [00:24<00:35, 138.49it/s] 2439 29.6558 : 34%|███▎ | 2455/7316 [00:24<00:35, 138.16it/s] 2459 27.9908 : 34%|███▎ | 2455/7316 [00:24<00:35, 138.16it/s] 2459 27.9908 : 34%|███▍ | 2471/7316 [00:24<00:33, 143.94it/s] 2479 26.6912 : 34%|███▍ | 2471/7316 [00:24<00:33, 143.94it/s] 2479 26.6912 : 34%|███▍ | 2488/7316 [00:24<00:32, 150.35it/s] 2499 24.7081 : 34%|███▍ | 2488/7316 [00:25<00:32, 150.35it/s] 2499 24.7081 : 34%|███▍ | 2505/7316 [00:25<00:31, 154.03it/s] 2519 25.3954 : 34%|███▍ | 2505/7316 [00:25<00:31, 154.03it/s] 2519 25.3954 : 34%|███▍ | 2521/7316 [00:25<00:30, 155.56it/s] 2519 25.3954 : 35%|███▍ | 2538/7316 [00:25<00:29, 159.49it/s] 2539 26.5695 : 35%|███▍ | 2538/7316 [00:25<00:29, 159.49it/s] 2539 26.5695 : 35%|███▍ | 2556/7316 [00:25<00:28, 164.19it/s] 2559 24.4858 : 35%|███▍ | 2556/7316 [00:25<00:28, 164.19it/s] 2559 24.4858 : 35%|███▌ | 2574/7316 [00:25<00:28, 166.77it/s] 2579 25.0132 : 35%|███▌ | 2574/7316 [00:25<00:28, 166.77it/s] 2579 25.0132 : 35%|███▌ | 2591/7316 [00:25<00:28, 166.99it/s] 2599 19.5926 : 35%|███▌ | 2591/7316 [00:25<00:28, 166.99it/s] 2599 19.5926 : 36%|███▌ | 2608/7316 [00:25<00:29, 158.27it/s] 2619 27.2638 : 36%|███▌ | 2608/7316 [00:25<00:29, 158.27it/s] 2619 27.2638 : 36%|███▌ | 2625/7316 [00:25<00:29, 161.17it/s] 2639 29.2664 : 36%|███▌ | 2625/7316 [00:25<00:29, 161.17it/s] 2639 29.2664 : 36%|███▌ | 2643/7316 [00:25<00:28, 165.10it/s] 2659 31.8245 : 36%|███▌ | 2643/7316 [00:25<00:28, 165.10it/s] 2659 31.8245 : 36%|███▋ | 2661/7316 [00:25<00:27, 167.35it/s] 2659 31.8245 : 37%|███▋ | 2679/7316 [00:26<00:27, 169.05it/s] 2679 30.0449 : 37%|███▋ | 2679/7316 [00:26<00:27, 169.05it/s] 2679 30.0449 : 37%|███▋ | 2698/7316 [00:26<00:26, 172.98it/s] 2699 26.4384 : 37%|███▋ | 2698/7316 [00:26<00:26, 172.98it/s] 2699 26.4384 : 37%|███▋ | 2717/7316 [00:26<00:25, 177.17it/s] 2719 27.4466 : 37%|███▋ | 2717/7316 [00:26<00:25, 177.17it/s] 2719 27.4466 : 37%|███▋ | 2736/7316 [00:26<00:25, 178.73it/s] 2739 18.5536 : 37%|███▋ | 2736/7316 [00:26<00:25, 178.73it/s] 2739 18.5536 : 38%|███▊ | 2754/7316 [00:26<00:28, 160.76it/s] 2759 24.0449 : 38%|███▊ | 2754/7316 [00:26<00:28, 160.76it/s] 2759 24.0449 : 38%|███▊ | 2771/7316 [00:26<00:29, 152.43it/s] 2779 28.9003 : 38%|███▊ | 2771/7316 [00:26<00:29, 152.43it/s] 2779 28.9003 : 38%|███▊ | 2787/7316 [00:26<00:29, 151.49it/s] 2799 29.7112 : 38%|███▊ | 2787/7316 [00:26<00:29, 151.49it/s] 2799 29.7112 : 38%|███▊ | 2803/7316 [00:26<00:30, 148.98it/s] 2799 29.7112 : 39%|███▊ | 2819/7316 [00:27<00:30, 145.96it/s] 2819 28.2373 : 39%|███▊ | 2819/7316 [00:27<00:30, 145.96it/s] 2819 28.2373 : 39%|███▊ | 2834/7316 [00:27<00:30, 144.69it/s] 2839 29.2290 : 39%|███▊ | 2834/7316 [00:27<00:30, 144.69it/s] 2839 29.2290 : 39%|███▉ | 2850/7316 [00:27<00:30, 146.56it/s] 2859 27.9664 : 39%|███▉ | 2850/7316 [00:27<00:30, 146.56it/s] 2859 27.9664 : 39%|███▉ | 2866/7316 [00:27<00:29, 149.24it/s] 2879 25.5785 : 39%|███▉ | 2866/7316 [00:27<00:29, 149.24it/s] 2879 25.5785 : 39%|███▉ | 2882/7316 [00:27<00:29, 149.54it/s] 2879 25.5785 : 40%|███▉ | 2897/7316 [00:27<00:30, 145.23it/s] 2899 20.0345 : 40%|███▉ | 2897/7316 [00:27<00:30, 145.23it/s] 2899 20.0345 : 40%|███▉ | 2912/7316 [00:27<00:34, 126.75it/s] 2919 25.5232 : 40%|███▉ | 2912/7316 [00:27<00:34, 126.75it/s] 2919 25.5232 : 40%|███▉ | 2926/7316 [00:27<00:35, 124.52it/s] 2919 25.5232 : 40%|████ | 2939/7316 [00:27<00:35, 124.48it/s] 2939 27.4949 : 40%|████ | 2939/7316 [00:27<00:35, 124.48it/s] 2939 27.4949 : 40%|████ | 2952/7316 [00:28<00:35, 122.97it/s] 2959 27.2722 : 40%|████ | 2952/7316 [00:28<00:35, 122.97it/s] 2959 27.2722 : 41%|████ | 2965/7316 [00:28<00:35, 120.95it/s] 2959 27.2722 : 41%|████ | 2978/7316 [00:28<00:36, 118.79it/s] 2979 28.7646 : 41%|████ | 2978/7316 [00:28<00:36, 118.79it/s] 2979 28.7646 : 41%|████ | 2990/7316 [00:28<00:36, 118.86it/s] 2999 27.9093 : 41%|████ | 2990/7316 [00:28<00:36, 118.86it/s] 2999 27.9093 : 41%|████ | 3003/7316 [00:28<00:35, 120.81it/s] 2999 27.9093 : 41%|████ | 3017/7316 [00:28<00:34, 123.68it/s] 3019 27.5474 : 41%|████ | 3017/7316 [00:28<00:34, 123.68it/s] 3019 27.5474 : 41%|████▏ | 3030/7316 [00:28<00:34, 123.34it/s] 3039 29.7511 : 41%|████▏ | 3030/7316 [00:28<00:34, 123.34it/s] 3039 29.7511 : 42%|████▏ | 3043/7316 [00:28<00:34, 123.06it/s] 3039 29.7511 : 42%|████▏ | 3056/7316 [00:28<00:39, 109.20it/s] 3059 23.6439 : 42%|████▏ | 3056/7316 [00:28<00:39, 109.20it/s] 3059 23.6439 : 42%|████▏ | 3068/7316 [00:29<00:41, 102.95it/s] 3059 23.6439 : 42%|████▏ | 3079/7316 [00:29<00:41, 102.43it/s] 3079 27.4334 : 42%|████▏ | 3079/7316 [00:29<00:41, 102.43it/s] 3079 27.4334 : 42%|████▏ | 3090/7316 [00:29<00:41, 102.80it/s] 3099 27.9584 : 42%|████▏ | 3090/7316 [00:29<00:41, 102.80it/s] 3099 27.9584 : 42%|████▏ | 3101/7316 [00:29<00:41, 101.49it/s] 3099 27.9584 : 43%|████▎ | 3112/7316 [00:29<00:41, 100.54it/s] 3119 28.1542 : 43%|████▎ | 3112/7316 [00:29<00:41, 100.54it/s] 3119 28.1542 : 43%|████▎ | 3123/7316 [00:29<00:42, 97.88it/s] 3119 28.1542 : 43%|████▎ | 3133/7316 [00:29<00:42, 97.76it/s] 3139 27.3822 : 43%|████▎ | 3133/7316 [00:29<00:42, 97.76it/s] 3139 27.3822 : 43%|████▎ | 3143/7316 [00:29<00:42, 98.16it/s] 3139 27.3822 : 43%|████▎ | 3154/7316 [00:29<00:41, 99.82it/s] 3159 27.3317 : 43%|████▎ | 3154/7316 [00:29<00:41, 99.82it/s] 3159 27.3317 : 43%|████▎ | 3165/7316 [00:30<00:40, 102.17it/s] 3159 27.3317 : 43%|████▎ | 3176/7316 [00:30<00:40, 103.15it/s] 3179 24.4578 : 43%|████▎ | 3176/7316 [00:30<00:40, 103.15it/s] 3179 24.4578 : 44%|████▎ | 3187/7316 [00:30<00:40, 102.99it/s] 3179 24.4578 : 44%|████▎ | 3198/7316 [00:30<00:40, 102.14it/s] 3199 22.2915 : 44%|████▎ | 3198/7316 [00:30<00:40, 102.14it/s] 3199 22.2915 : 44%|████▍ | 3209/7316 [00:30<00:45, 91.18it/s] 3199 22.2915 : 44%|████▍ | 3219/7316 [00:30<00:46, 87.65it/s] 3219 22.4980 : 44%|████▍ | 3219/7316 [00:30<00:46, 87.65it/s] 3219 22.4980 : 44%|████▍ | 3229/7316 [00:30<00:45, 90.74it/s] 3239 26.9826 : 44%|████▍ | 3229/7316 [00:30<00:45, 90.74it/s] 3239 26.9826 : 44%|████▍ | 3241/7316 [00:30<00:42, 96.68it/s] 3239 26.9826 : 44%|████▍ | 3253/7316 [00:30<00:40, 100.95it/s] 3259 27.3522 : 44%|████▍ | 3253/7316 [00:31<00:40, 100.95it/s] 3259 27.3522 : 45%|████▍ | 3264/7316 [00:31<00:39, 102.36it/s] 3259 27.3522 : 45%|████▍ | 3275/7316 [00:31<00:39, 102.60it/s] 3279 29.1625 : 45%|████▍ | 3275/7316 [00:31<00:39, 102.60it/s] 3279 29.1625 : 45%|████▍ | 3286/7316 [00:31<00:39, 101.90it/s] 3279 29.1625 : 45%|████▌ | 3297/7316 [00:31<00:39, 102.69it/s] 3299 26.2026 : 45%|████▌ | 3297/7316 [00:31<00:39, 102.69it/s] 3299 26.2026 : 45%|████▌ | 3308/7316 [00:31<00:38, 103.21it/s] 3299 26.2026 : 45%|████▌ | 3319/7316 [00:31<00:38, 104.94it/s] 3319 23.8605 : 45%|████▌ | 3319/7316 [00:31<00:38, 104.94it/s] 3319 23.8605 : 46%|████▌ | 3331/7316 [00:31<00:37, 106.91it/s] 3339 24.4881 : 46%|████▌ | 3331/7316 [00:31<00:37, 106.91it/s] 3339 24.4881 : 46%|████▌ | 3342/7316 [00:31<00:37, 106.77it/s] 3339 24.4881 : 46%|████▌ | 3353/7316 [00:31<00:37, 106.59it/s] 3359 31.3037 : 46%|████▌ | 3353/7316 [00:31<00:37, 106.59it/s] 3359 31.3037 : 46%|████▌ | 3364/7316 [00:32<00:40, 97.67it/s] 3359 31.3037 : 46%|████▌ | 3375/7316 [00:32<00:39, 99.28it/s] 3379 26.2141 : 46%|████▌ | 3375/7316 [00:32<00:39, 99.28it/s] 3379 26.2141 : 46%|████▋ | 3388/7316 [00:32<00:36, 106.36it/s] 3399 27.0459 : 46%|████▋ | 3388/7316 [00:32<00:36, 106.36it/s] 3399 27.0459 : 46%|████▋ | 3401/7316 [00:32<00:34, 113.00it/s] 3399 27.0459 : 47%|████▋ | 3414/7316 [00:32<00:33, 116.63it/s] 3419 29.1366 : 47%|████▋ | 3414/7316 [00:32<00:33, 116.63it/s] 3419 29.1366 : 47%|████▋ | 3426/7316 [00:32<00:33, 116.96it/s] 3419 29.1366 : 47%|████▋ | 3438/7316 [00:32<00:33, 116.62it/s] 3439 25.4344 : 47%|████▋ | 3438/7316 [00:32<00:33, 116.62it/s] 3439 25.4344 : 47%|████▋ | 3450/7316 [00:32<00:32, 117.34it/s] 3459 27.8313 : 47%|████▋ | 3450/7316 [00:32<00:32, 117.34it/s] 3459 27.8313 : 47%|████▋ | 3463/7316 [00:32<00:32, 119.00it/s] 3459 27.8313 : 48%|████▊ | 3477/7316 [00:32<00:31, 122.53it/s] 3479 26.9086 : 48%|████▊ | 3477/7316 [00:32<00:31, 122.53it/s] 3479 26.9086 : 48%|████▊ | 3490/7316 [00:33<00:31, 123.12it/s] 3499 25.7705 : 48%|████▊ | 3490/7316 [00:33<00:31, 123.12it/s] 3499 25.7705 : 48%|████▊ | 3503/7316 [00:33<00:31, 122.16it/s] 3499 25.7705 : 48%|████▊ | 3516/7316 [00:33<00:32, 116.24it/s] 3519 21.3306 : 48%|████▊ | 3516/7316 [00:33<00:32, 116.24it/s] 3519 21.3306 : 48%|████▊ | 3529/7316 [00:33<00:31, 118.39it/s] 3539 29.9520 : 48%|████▊ | 3529/7316 [00:33<00:31, 118.39it/s] 3539 29.9520 : 48%|████▊ | 3544/7316 [00:33<00:29, 126.14it/s] 3559 29.7553 : 48%|████▊ | 3544/7316 [00:33<00:29, 126.14it/s] 3559 29.7553 : 49%|████▊ | 3560/7316 [00:33<00:28, 133.63it/s] 3559 29.7553 : 49%|████▉ | 3575/7316 [00:33<00:27, 136.05it/s] 3579 29.4567 : 49%|████▉ | 3575/7316 [00:33<00:27, 136.05it/s] 3579 29.4567 : 49%|████▉ | 3589/7316 [00:33<00:27, 135.32it/s] 3599 30.5685 : 49%|████▉ | 3589/7316 [00:33<00:27, 135.32it/s] 3599 30.5685 : 49%|████▉ | 3604/7316 [00:33<00:26, 137.58it/s] 3599 30.5685 : 49%|████▉ | 3619/7316 [00:34<00:26, 139.81it/s] 3619 29.9522 : 49%|████▉ | 3619/7316 [00:34<00:26, 139.81it/s] 3619 29.9522 : 50%|████▉ | 3635/7316 [00:34<00:25, 143.39it/s] 3639 29.4550 : 50%|████▉ | 3635/7316 [00:34<00:25, 143.39it/s] 3639 29.4550 : 50%|████▉ | 3650/7316 [00:34<00:25, 142.68it/s] 3659 33.4161 : 50%|████▉ | 3650/7316 [00:34<00:25, 142.68it/s] 3659 33.4161 : 50%|█████ | 3665/7316 [00:34<00:27, 134.66it/s] 3659 33.4161 : 50%|█████ | 3679/7316 [00:34<00:28, 129.06it/s] 3679 28.3569 : 50%|█████ | 3679/7316 [00:34<00:28, 129.06it/s] 3679 28.3569 : 50%|█████ | 3694/7316 [00:34<00:27, 134.06it/s] 3699 28.5351 : 50%|█████ | 3694/7316 [00:34<00:27, 134.06it/s] 3699 28.5351 : 51%|█████ | 3710/7316 [00:34<00:25, 139.30it/s] 3719 30.8945 : 51%|█████ | 3710/7316 [00:34<00:25, 139.30it/s] 3719 30.8945 : 51%|█████ | 3725/7316 [00:34<00:25, 140.94it/s] 3739 31.1700 : 51%|█████ | 3725/7316 [00:34<00:25, 140.94it/s] 3739 31.1700 : 51%|█████ | 3740/7316 [00:34<00:25, 140.55it/s] 3739 31.1700 : 51%|█████▏ | 3755/7316 [00:35<00:25, 141.00it/s] 3759 29.0123 : 51%|█████▏ | 3755/7316 [00:35<00:25, 141.00it/s] 3759 29.0123 : 52%|█████▏ | 3770/7316 [00:35<00:24, 143.38it/s] 3779 28.6369 : 52%|█████▏ | 3770/7316 [00:35<00:24, 143.38it/s] 3779 28.6369 : 52%|█████▏ | 3785/7316 [00:35<00:24, 144.86it/s] 3799 28.8226 : 52%|█████▏ | 3785/7316 [00:35<00:24, 144.86it/s] 3799 28.8226 : 52%|█████▏ | 3800/7316 [00:35<00:24, 145.45it/s] 3799 28.8226 : 52%|█████▏ | 3815/7316 [00:35<00:25, 136.67it/s] 3819 37.4131 : 52%|█████▏ | 3815/7316 [00:35<00:25, 136.67it/s] 3819 37.4131 : 52%|█████▏ | 3829/7316 [00:35<00:28, 122.42it/s] 3839 30.7698 : 52%|█████▏ | 3829/7316 [00:35<00:28, 122.42it/s] 3839 30.7698 : 53%|█████▎ | 3842/7316 [00:35<00:28, 122.80it/s] 3839 30.7698 : 53%|█████▎ | 3856/7316 [00:35<00:27, 125.25it/s] 3859 30.0433 : 53%|█████▎ | 3856/7316 [00:35<00:27, 125.25it/s] 3859 30.0433 : 53%|█████▎ | 3870/7316 [00:35<00:27, 127.26it/s] 3879 26.7925 : 53%|█████▎ | 3870/7316 [00:35<00:27, 127.26it/s] 3879 26.7925 : 53%|█████▎ | 3884/7316 [00:36<00:26, 128.19it/s] 3879 26.7925 : 53%|█████▎ | 3897/7316 [00:36<00:26, 128.39it/s] 3899 27.2560 : 53%|█████▎ | 3897/7316 [00:36<00:26, 128.39it/s] 3899 27.2560 : 53%|█████▎ | 3911/7316 [00:36<00:26, 129.22it/s] 3919 28.4139 : 53%|█████▎ | 3911/7316 [00:36<00:26, 129.22it/s] 3919 28.4139 : 54%|█████▎ | 3925/7316 [00:36<00:25, 132.05it/s] 3939 29.1601 : 54%|█████▎ | 3925/7316 [00:36<00:25, 132.05it/s] 3939 29.1601 : 54%|█████▍ | 3940/7316 [00:36<00:24, 135.42it/s] 3939 29.1601 : 54%|█████▍ | 3954/7316 [00:36<00:24, 135.82it/s] 3959 28.8076 : 54%|█████▍ | 3954/7316 [00:36<00:24, 135.82it/s] 3959 28.8076 : 54%|█████▍ | 3968/7316 [00:36<00:27, 122.95it/s] 3979 27.0024 : 54%|█████▍ | 3968/7316 [00:36<00:27, 122.95it/s] 3979 27.0024 : 54%|█████▍ | 3981/7316 [00:36<00:31, 105.70it/s] 3979 27.0024 : 55%|█████▍ | 3993/7316 [00:36<00:31, 103.86it/s] 3999 27.8627 : 55%|█████▍ | 3993/7316 [00:37<00:31, 103.86it/s] 3999 27.8627 : 55%|█████▍ | 4004/7316 [00:37<00:31, 104.69it/s] 3999 27.8627 : 55%|█████▍ | 4016/7316 [00:37<00:30, 106.91it/s] 4019 30.1649 : 55%|█████▍ | 4016/7316 [00:37<00:30, 106.91it/s] 4019 30.1649 : 55%|█████▌ | 4027/7316 [00:37<00:30, 107.04it/s] 4019 30.1649 : 55%|█████▌ | 4038/7316 [00:37<00:30, 107.18it/s] 4039 30.4728 : 55%|█████▌ | 4038/7316 [00:37<00:30, 107.18it/s] 4039 30.4728 : 55%|█████▌ | 4049/7316 [00:37<00:31, 105.34it/s] 4059 30.2454 : 55%|█████▌ | 4049/7316 [00:37<00:31, 105.34it/s] 4059 30.2454 : 56%|█████▌ | 4061/7316 [00:37<00:30, 106.91it/s] 4059 30.2454 : 56%|█████▌ | 4073/7316 [00:37<00:29, 110.00it/s] 4079 29.3678 : 56%|█████▌ | 4073/7316 [00:37<00:29, 110.00it/s] 4079 29.3678 : 56%|█████▌ | 4086/7316 [00:37<00:28, 113.79it/s] 4079 29.3678 : 56%|█████▌ | 4098/7316 [00:37<00:27, 115.55it/s] 4099 29.0108 : 56%|█████▌ | 4098/7316 [00:37<00:27, 115.55it/s] 4099 29.0108 : 56%|█████▌ | 4110/7316 [00:37<00:27, 115.28it/s] 4119 31.1837 : 56%|█████▌ | 4110/7316 [00:38<00:27, 115.28it/s] 4119 31.1837 : 56%|█████▋ | 4122/7316 [00:38<00:32, 98.58it/s] 4119 31.1837 : 56%|█████▋ | 4133/7316 [00:38<00:37, 85.03it/s] 4139 27.6205 : 56%|█████▋ | 4133/7316 [00:38<00:37, 85.03it/s] 4139 27.6205 : 57%|█████▋ | 4143/7316 [00:38<00:38, 83.03it/s] 4139 27.6205 : 57%|█████▋ | 4152/7316 [00:38<00:37, 83.88it/s] 4159 27.6149 : 57%|█████▋ | 4152/7316 [00:38<00:37, 83.88it/s] 4159 27.6149 : 57%|█████▋ | 4162/7316 [00:38<00:36, 86.23it/s] 4159 27.6149 : 57%|█████▋ | 4172/7316 [00:38<00:35, 87.46it/s] 4179 27.0102 : 57%|█████▋ | 4172/7316 [00:38<00:35, 87.46it/s] 4179 27.0102 : 57%|█████▋ | 4181/7316 [00:38<00:35, 87.55it/s] 4179 27.0102 : 57%|█████▋ | 4190/7316 [00:38<00:35, 87.81it/s] 4179 27.0102 : 57%|█████▋ | 4199/7316 [00:39<00:35, 87.39it/s] 4199 26.2546 : 57%|█████▋ | 4199/7316 [00:39<00:35, 87.39it/s] 4199 26.2546 : 58%|█████▊ | 4209/7316 [00:39<00:35, 88.76it/s] 4199 26.2546 : 58%|█████▊ | 4219/7316 [00:39<00:34, 90.14it/s] 4219 28.0423 : 58%|█████▊ | 4219/7316 [00:39<00:34, 90.14it/s] 4219 28.0423 : 58%|█████▊ | 4229/7316 [00:39<00:33, 92.87it/s] 4239 27.4986 : 58%|█████▊ | 4229/7316 [00:39<00:33, 92.87it/s] 4239 27.4986 : 58%|█████▊ | 4240/7316 [00:39<00:32, 95.11it/s] 4239 27.4986 : 58%|█████▊ | 4250/7316 [00:39<00:32, 95.74it/s] 4259 28.2884 : 58%|█████▊ | 4250/7316 [00:39<00:32, 95.74it/s] 4259 28.2884 : 58%|█████▊ | 4260/7316 [00:39<00:31, 95.99it/s] 4259 28.2884 : 58%|█████▊ | 4270/7316 [00:39<00:32, 92.48it/s] 4279 20.4691 : 58%|█████▊ | 4270/7316 [00:40<00:32, 92.48it/s] 4279 20.4691 : 59%|█████▊ | 4280/7316 [00:40<00:38, 79.79it/s] 4279 20.4691 : 59%|█████▊ | 4289/7316 [00:40<00:38, 78.16it/s] 4279 20.4691 : 59%|█████▊ | 4298/7316 [00:40<00:37, 80.19it/s] 4299 27.0175 : 59%|█████▊ | 4298/7316 [00:40<00:37, 80.19it/s] 4299 27.0175 : 59%|█████▉ | 4307/7316 [00:40<00:36, 82.22it/s] 4299 27.0175 : 59%|█████▉ | 4317/7316 [00:40<00:35, 84.70it/s] 4319 28.3814 : 59%|█████▉ | 4317/7316 [00:40<00:35, 84.70it/s] 4319 28.3814 : 59%|█████▉ | 4326/7316 [00:40<00:35, 84.33it/s] 4319 28.3814 : 59%|█████▉ | 4335/7316 [00:40<00:35, 84.49it/s] 4339 27.8657 : 59%|█████▉ | 4335/7316 [00:40<00:35, 84.49it/s] 4339 27.8657 : 59%|█████▉ | 4344/7316 [00:40<00:35, 84.26it/s] 4339 27.8657 : 59%|█████▉ | 4353/7316 [00:40<00:35, 83.66it/s] 4359 25.6859 : 59%|█████▉ | 4353/7316 [00:40<00:35, 83.66it/s] 4359 25.6859 : 60%|█████▉ | 4362/7316 [00:40<00:34, 84.61it/s] 4359 25.6859 : 60%|█████▉ | 4371/7316 [00:41<00:34, 85.67it/s] 4379 25.6939 : 60%|█████▉ | 4371/7316 [00:41<00:34, 85.67it/s] 4379 25.6939 : 60%|█████▉ | 4381/7316 [00:41<00:33, 87.88it/s] 4379 25.6939 : 60%|██████ | 4391/7316 [00:41<00:32, 90.91it/s] 4399 26.6202 : 60%|██████ | 4391/7316 [00:41<00:32, 90.91it/s] 4399 26.6202 : 60%|██████ | 4401/7316 [00:41<00:31, 91.44it/s] 4399 26.6202 : 60%|██████ | 4411/7316 [00:41<00:32, 89.32it/s] 4419 23.7449 : 60%|██████ | 4411/7316 [00:41<00:32, 89.32it/s] 4419 23.7449 : 60%|██████ | 4420/7316 [00:41<00:33, 86.21it/s] 4419 23.7449 : 61%|██████ | 4429/7316 [00:41<00:36, 78.80it/s] 4419 23.7449 : 61%|██████ | 4438/7316 [00:41<00:37, 77.71it/s] 4439 28.8889 : 61%|██████ | 4438/7316 [00:41<00:37, 77.71it/s] 4439 28.8889 : 61%|██████ | 4447/7316 [00:41<00:35, 80.53it/s] 4439 28.8889 : 61%|██████ | 4457/7316 [00:42<00:33, 84.79it/s] 4459 27.2732 : 61%|██████ | 4457/7316 [00:42<00:33, 84.79it/s] 4459 27.2732 : 61%|██████ | 4467/7316 [00:42<00:32, 87.80it/s] 4459 27.2732 : 61%|██████ | 4477/7316 [00:42<00:31, 90.29it/s] 4479 30.8573 : 61%|██████ | 4477/7316 [00:42<00:31, 90.29it/s] 4479 30.8573 : 61%|██████▏ | 4487/7316 [00:42<00:31, 89.93it/s] 4479 30.8573 : 61%|██████▏ | 4497/7316 [00:42<00:31, 89.47it/s] 4499 32.1385 : 61%|██████▏ | 4497/7316 [00:42<00:31, 89.47it/s] 4499 32.1385 : 62%|██████▏ | 4506/7316 [00:42<00:31, 89.11it/s] 4499 32.1385 : 62%|██████▏ | 4516/7316 [00:42<00:30, 90.37it/s] 4519 29.6962 : 62%|██████▏ | 4516/7316 [00:42<00:30, 90.37it/s] 4519 29.6962 : 62%|██████▏ | 4526/7316 [00:42<00:30, 92.48it/s] 4519 29.6962 : 62%|██████▏ | 4536/7316 [00:42<00:29, 94.59it/s] 4539 26.7920 : 62%|██████▏ | 4536/7316 [00:42<00:29, 94.59it/s] 4539 26.7920 : 62%|██████▏ | 4547/7316 [00:43<00:28, 96.41it/s] 4539 26.7920 : 62%|██████▏ | 4557/7316 [00:43<00:28, 96.48it/s] 4559 28.0111 : 62%|██████▏ | 4557/7316 [00:43<00:28, 96.48it/s] 4559 28.0111 : 62%|██████▏ | 4567/7316 [00:43<00:29, 94.26it/s] 4559 28.0111 : 63%|██████▎ | 4577/7316 [00:43<00:31, 88.18it/s] 4579 26.8744 : 63%|██████▎ | 4577/7316 [00:43<00:31, 88.18it/s] 4579 26.8744 : 63%|██████▎ | 4586/7316 [00:43<00:31, 85.36it/s] 4579 26.8744 : 63%|██████▎ | 4596/7316 [00:43<00:31, 87.58it/s] 4599 27.3732 : 63%|██████▎ | 4596/7316 [00:43<00:31, 87.58it/s] 4599 27.3732 : 63%|██████▎ | 4607/7316 [00:43<00:29, 92.26it/s] 4599 27.3732 : 63%|██████▎ | 4618/7316 [00:43<00:28, 95.25it/s] 4619 28.5092 : 63%|██████▎ | 4618/7316 [00:43<00:28, 95.25it/s] 4619 28.5092 : 63%|██████▎ | 4629/7316 [00:43<00:27, 97.27it/s] 4619 28.5092 : 63%|██████▎ | 4639/7316 [00:44<00:27, 97.26it/s] 4639 28.3369 : 63%|██████▎ | 4639/7316 [00:44<00:27, 97.26it/s] 4639 28.3369 : 64%|██████▎ | 4649/7316 [00:44<00:27, 96.93it/s] 4639 28.3369 : 64%|██████▎ | 4659/7316 [00:44<00:27, 95.60it/s] 4659 23.9491 : 64%|██████▎ | 4659/7316 [00:44<00:27, 95.60it/s] 4659 23.9491 : 64%|██████▍ | 4670/7316 [00:44<00:27, 97.11it/s] 4679 28.2076 : 64%|██████▍ | 4670/7316 [00:44<00:27, 97.11it/s] 4679 28.2076 : 64%|██████▍ | 4681/7316 [00:44<00:26, 98.07it/s] 4679 28.2076 : 64%|██████▍ | 4691/7316 [00:44<00:26, 98.45it/s] 4699 27.7535 : 64%|██████▍ | 4691/7316 [00:44<00:26, 98.45it/s] 4699 27.7535 : 64%|██████▍ | 4702/7316 [00:44<00:25, 100.61it/s] 4699 27.7535 : 64%|██████▍ | 4713/7316 [00:44<00:26, 100.03it/s] 4719 28.1342 : 64%|██████▍ | 4713/7316 [00:44<00:26, 100.03it/s] 4719 28.1342 : 65%|██████▍ | 4724/7316 [00:44<00:26, 98.64it/s] 4719 28.1342 : 65%|██████▍ | 4734/7316 [00:45<00:28, 90.10it/s] 4739 23.8757 : 65%|██████▍ | 4734/7316 [00:45<00:28, 90.10it/s] 4739 23.8757 : 65%|██████▍ | 4744/7316 [00:45<00:28, 89.84it/s] 4739 23.8757 : 65%|██████▍ | 4754/7316 [00:45<00:27, 92.21it/s] 4759 30.4356 : 65%|██████▍ | 4754/7316 [00:45<00:27, 92.21it/s] 4759 30.4356 : 65%|██████▌ | 4764/7316 [00:45<00:27, 94.29it/s] 4759 30.4356 : 65%|██████▌ | 4775/7316 [00:45<00:26, 97.36it/s] 4779 28.7547 : 65%|██████▌ | 4775/7316 [00:45<00:26, 97.36it/s] 4779 28.7547 : 65%|██████▌ | 4785/7316 [00:45<00:25, 97.46it/s] 4779 28.7547 : 66%|██████▌ | 4795/7316 [00:45<00:25, 97.25it/s] 4799 30.6134 : 66%|██████▌ | 4795/7316 [00:45<00:25, 97.25it/s] 4799 30.6134 : 66%|██████▌ | 4805/7316 [00:45<00:26, 95.11it/s] 4799 30.6134 : 66%|██████▌ | 4815/7316 [00:45<00:26, 95.96it/s] 4819 28.7514 : 66%|██████▌ | 4815/7316 [00:45<00:26, 95.96it/s] 4819 28.7514 : 66%|██████▌ | 4826/7316 [00:45<00:25, 97.36it/s] 4819 28.7514 : 66%|██████▌ | 4837/7316 [00:46<00:25, 98.51it/s] 4839 28.0441 : 66%|██████▌ | 4837/7316 [00:46<00:25, 98.51it/s] 4839 28.0441 : 66%|██████▋ | 4848/7316 [00:46<00:24, 99.17it/s] 4839 28.0441 : 66%|██████▋ | 4859/7316 [00:46<00:24, 99.80it/s] 4859 28.4093 : 66%|██████▋ | 4859/7316 [00:46<00:24, 99.80it/s] 4859 28.4093 : 67%|██████▋ | 4869/7316 [00:46<00:24, 98.28it/s] 4859 28.4093 : 67%|██████▋ | 4879/7316 [00:46<00:26, 93.57it/s] 4879 32.0469 : 67%|██████▋ | 4879/7316 [00:46<00:26, 93.57it/s] 4879 32.0469 : 67%|██████▋ | 4889/7316 [00:46<00:27, 86.79it/s] 4879 32.0469 : 67%|██████▋ | 4898/7316 [00:46<00:27, 87.15it/s] 4899 27.2565 : 67%|██████▋ | 4898/7316 [00:46<00:27, 87.15it/s] 4899 27.2565 : 67%|██████▋ | 4908/7316 [00:46<00:26, 90.46it/s] 4899 27.2565 : 67%|██████▋ | 4919/7316 [00:46<00:25, 93.98it/s] 4919 28.8267 : 67%|██████▋ | 4919/7316 [00:46<00:25, 93.98it/s] 4919 28.8267 : 67%|██████▋ | 4929/7316 [00:47<00:25, 94.37it/s] 4919 28.8267 : 68%|██████▊ | 4939/7316 [00:47<00:25, 94.27it/s] 4939 29.3612 : 68%|██████▊ | 4939/7316 [00:47<00:25, 94.27it/s] 4939 29.3612 : 68%|██████▊ | 4949/7316 [00:47<00:25, 93.03it/s] 4939 29.3612 : 68%|██████▊ | 4959/7316 [00:47<00:25, 91.56it/s] 4959 27.1567 : 68%|██████▊ | 4959/7316 [00:47<00:25, 91.56it/s] 4959 27.1567 : 68%|██████▊ | 4969/7316 [00:47<00:25, 91.92it/s] 4959 27.1567 : 68%|██████▊ | 4979/7316 [00:47<00:25, 92.73it/s] 4979 30.1780 : 68%|██████▊ | 4979/7316 [00:47<00:25, 92.73it/s] 4979 30.1780 : 68%|██████▊ | 4989/7316 [00:47<00:24, 93.82it/s] 4999 27.8343 : 68%|██████▊ | 4989/7316 [00:47<00:24, 93.82it/s] 4999 27.8343 : 68%|██████▊ | 5000/7316 [00:47<00:24, 95.92it/s] 4999 27.8343 : 68%|██████▊ | 5011/7316 [00:47<00:23, 97.20it/s] 5019 26.1285 : 68%|██████▊ | 5011/7316 [00:48<00:23, 97.20it/s] 5019 26.1285 : 69%|██████▊ | 5021/7316 [00:48<00:23, 95.77it/s] 5019 26.1285 : 69%|██████▉ | 5031/7316 [00:48<00:24, 92.25it/s] 5039 24.3172 : 69%|██████▉ | 5031/7316 [00:48<00:24, 92.25it/s] 5039 24.3172 : 69%|██████▉ | 5041/7316 [00:48<00:27, 83.75it/s] 5039 24.3172 : 69%|██████▉ | 5050/7316 [00:48<00:27, 83.62it/s] 5059 24.9644 : 69%|██████▉ | 5050/7316 [00:48<00:27, 83.62it/s] 5059 24.9644 : 69%|██████▉ | 5060/7316 [00:48<00:26, 85.91it/s] 5059 24.9644 : 69%|██████▉ | 5070/7316 [00:48<00:25, 87.87it/s] 5079 26.7928 : 69%|██████▉ | 5070/7316 [00:48<00:25, 87.87it/s] 5079 26.7928 : 69%|██████▉ | 5080/7316 [00:48<00:25, 88.42it/s] 5079 26.7928 : 70%|██████▉ | 5089/7316 [00:48<00:25, 88.10it/s] 5079 26.7928 : 70%|██████▉ | 5098/7316 [00:48<00:25, 86.60it/s] 5099 24.1410 : 70%|██████▉ | 5098/7316 [00:49<00:25, 86.60it/s] 5099 24.1410 : 70%|██████▉ | 5107/7316 [00:49<00:25, 85.05it/s] 5099 24.1410 : 70%|██████▉ | 5116/7316 [00:49<00:26, 84.11it/s] 5119 24.8400 : 70%|██████▉ | 5116/7316 [00:49<00:26, 84.11it/s] 5119 24.8400 : 70%|███████ | 5125/7316 [00:49<00:25, 84.79it/s] 5119 24.8400 : 70%|███████ | 5134/7316 [00:49<00:25, 85.02it/s] 5139 25.9735 : 70%|███████ | 5134/7316 [00:49<00:25, 85.02it/s] 5139 25.9735 : 70%|███████ | 5144/7316 [00:49<00:25, 86.58it/s] 5139 25.9735 : 70%|███████ | 5154/7316 [00:49<00:24, 88.40it/s] 5159 25.7750 : 70%|███████ | 5154/7316 [00:49<00:24, 88.40it/s] 5159 25.7750 : 71%|███████ | 5164/7316 [00:49<00:24, 89.26it/s] 5159 25.7750 : 71%|███████ | 5173/7316 [00:49<00:24, 88.30it/s] 5179 25.5453 : 71%|███████ | 5173/7316 [00:49<00:24, 88.30it/s] 5179 25.5453 : 71%|███████ | 5182/7316 [00:49<00:24, 85.92it/s] 5179 25.5453 : 71%|███████ | 5191/7316 [00:50<00:27, 77.87it/s] 5179 25.5453 : 71%|███████ | 5199/7316 [00:50<00:27, 77.28it/s] 5199 27.0702 : 71%|███████ | 5199/7316 [00:50<00:27, 77.28it/s] 5199 27.0702 : 71%|███████ | 5208/7316 [00:50<00:26, 78.69it/s] 5199 27.0702 : 71%|███████▏ | 5217/7316 [00:50<00:25, 81.07it/s] 5219 26.3679 : 71%|███████▏ | 5217/7316 [00:50<00:25, 81.07it/s] 5219 26.3679 : 71%|███████▏ | 5227/7316 [00:50<00:24, 83.76it/s] 5219 26.3679 : 72%|███████▏ | 5236/7316 [00:50<00:24, 84.31it/s] 5239 25.9899 : 72%|███████▏ | 5236/7316 [00:50<00:24, 84.31it/s] 5239 25.9899 : 72%|███████▏ | 5245/7316 [00:50<00:24, 83.18it/s] 5239 25.9899 : 72%|███████▏ | 5254/7316 [00:50<00:24, 82.54it/s] 5259 28.3054 : 72%|███████▏ | 5254/7316 [00:50<00:24, 82.54it/s] 5259 28.3054 : 72%|███████▏ | 5263/7316 [00:50<00:25, 80.40it/s] 5259 28.3054 : 72%|███████▏ | 5272/7316 [00:51<00:25, 80.79it/s] 5279 26.1480 : 72%|███████▏ | 5272/7316 [00:51<00:25, 80.79it/s] 5279 26.1480 : 72%|███████▏ | 5281/7316 [00:51<00:25, 81.31it/s] 5279 26.1480 : 72%|███████▏ | 5290/7316 [00:51<00:24, 82.43it/s] 5279 26.1480 : 72%|███████▏ | 5299/7316 [00:51<00:24, 83.37it/s] 5299 25.7364 : 72%|███████▏ | 5299/7316 [00:51<00:24, 83.37it/s] 5299 25.7364 : 73%|███████▎ | 5308/7316 [00:51<00:23, 84.93it/s] 5299 25.7364 : 73%|███████▎ | 5317/7316 [00:51<00:23, 85.29it/s] 5319 27.2566 : 73%|███████▎ | 5317/7316 [00:51<00:23, 85.29it/s] 5319 27.2566 : 73%|███████▎ | 5326/7316 [00:51<00:23, 84.48it/s] 5319 27.2566 : 73%|███████▎ | 5335/7316 [00:51<00:24, 82.34it/s] 5339 30.4137 : 73%|███████▎ | 5335/7316 [00:51<00:24, 82.34it/s] 5339 30.4137 : 73%|███████▎ | 5344/7316 [00:51<00:24, 79.90it/s] 5339 30.4137 : 73%|███████▎ | 5353/7316 [00:52<00:25, 76.70it/s] 5359 24.8503 : 73%|███████▎ | 5353/7316 [00:52<00:25, 76.70it/s] 5359 24.8503 : 73%|███████▎ | 5361/7316 [00:52<00:25, 77.26it/s] 5359 24.8503 : 73%|███████▎ | 5371/7316 [00:52<00:23, 83.27it/s] 5379 24.4698 : 73%|███████▎ | 5371/7316 [00:52<00:23, 83.27it/s] 5379 24.4698 : 74%|███████▎ | 5382/7316 [00:52<00:21, 90.42it/s] 5379 24.4698 : 74%|███████▎ | 5393/7316 [00:52<00:20, 95.10it/s] 5399 21.4695 : 74%|███████▎ | 5393/7316 [00:52<00:20, 95.10it/s] 5399 21.4695 : 74%|███████▍ | 5404/7316 [00:52<00:19, 98.20it/s] 5399 21.4695 : 74%|███████▍ | 5415/7316 [00:52<00:19, 98.99it/s] 5419 24.1978 : 74%|███████▍ | 5415/7316 [00:52<00:19, 98.99it/s] 5419 24.1978 : 74%|███████▍ | 5426/7316 [00:52<00:18, 100.47it/s] 5419 24.1978 : 74%|███████▍ | 5437/7316 [00:52<00:18, 101.01it/s] 5439 24.2664 : 74%|███████▍ | 5437/7316 [00:52<00:18, 101.01it/s] 5439 24.2664 : 74%|███████▍ | 5449/7316 [00:53<00:17, 104.30it/s] 5459 22.9382 : 74%|███████▍ | 5449/7316 [00:53<00:17, 104.30it/s] 5459 22.9382 : 75%|███████▍ | 5461/7316 [00:53<00:17, 106.60it/s] 5459 22.9382 : 75%|███████▍ | 5473/7316 [00:53<00:17, 107.75it/s] 5479 24.7985 : 75%|███████▍ | 5473/7316 [00:53<00:17, 107.75it/s] 5479 24.7985 : 75%|███████▍ | 5484/7316 [00:53<00:16, 108.34it/s] 5479 24.7985 : 75%|███████▌ | 5495/7316 [00:53<00:17, 104.61it/s] 5499 30.0953 : 75%|███████▌ | 5495/7316 [00:53<00:17, 104.61it/s] 5499 30.0953 : 75%|███████▌ | 5506/7316 [00:53<00:18, 98.78it/s] 5499 30.0953 : 75%|███████▌ | 5517/7316 [00:53<00:17, 100.12it/s] 5519 26.3078 : 75%|███████▌ | 5517/7316 [00:53<00:17, 100.12it/s] 5519 26.3078 : 76%|███████▌ | 5530/7316 [00:53<00:16, 108.05it/s] 5539 26.6570 : 76%|███████▌ | 5530/7316 [00:53<00:16, 108.05it/s] 5539 26.6570 : 76%|███████▌ | 5543/7316 [00:53<00:15, 113.84it/s] 5539 26.6570 : 76%|███████▌ | 5556/7316 [00:53<00:14, 117.69it/s] 5559 27.5914 : 76%|███████▌ | 5556/7316 [00:54<00:14, 117.69it/s] 5559 27.5914 : 76%|███████▌ | 5568/7316 [00:54<00:14, 117.07it/s] 5579 28.7055 : 76%|███████▌ | 5568/7316 [00:54<00:14, 117.07it/s] 5579 28.7055 : 76%|███████▋ | 5580/7316 [00:54<00:14, 117.75it/s] 5579 28.7055 : 76%|███████▋ | 5593/7316 [00:54<00:14, 119.91it/s] 5599 24.8571 : 76%|███████▋ | 5593/7316 [00:54<00:14, 119.91it/s] 5599 24.8571 : 77%|███████▋ | 5606/7316 [00:54<00:13, 122.54it/s] 5599 24.8571 : 77%|███████▋ | 5619/7316 [00:54<00:13, 124.48it/s] 5619 27.2038 : 77%|███████▋ | 5619/7316 [00:54<00:13, 124.48it/s] 5619 27.2038 : 77%|███████▋ | 5632/7316 [00:54<00:13, 124.12it/s] 5639 30.8447 : 77%|███████▋ | 5632/7316 [00:54<00:13, 124.12it/s] 5639 30.8447 : 77%|███████▋ | 5645/7316 [00:54<00:14, 118.31it/s] 5639 30.8447 : 77%|███████▋ | 5657/7316 [00:54<00:15, 109.09it/s] 5659 36.8852 : 77%|███████▋ | 5657/7316 [00:54<00:15, 109.09it/s] 5659 36.8852 : 77%|███████▋ | 5669/7316 [00:54<00:15, 108.62it/s] 5679 28.2330 : 77%|███████▋ | 5669/7316 [00:55<00:15, 108.62it/s] 5679 28.2330 : 78%|███████▊ | 5682/7316 [00:55<00:14, 113.58it/s] 5679 28.2330 : 78%|███████▊ | 5696/7316 [00:55<00:13, 118.27it/s] 5699 28.3044 : 78%|███████▊ | 5696/7316 [00:55<00:13, 118.27it/s] 5699 28.3044 : 78%|███████▊ | 5709/7316 [00:55<00:13, 120.78it/s] 5719 29.8685 : 78%|███████▊ | 5709/7316 [00:55<00:13, 120.78it/s] 5719 29.8685 : 78%|███████▊ | 5722/7316 [00:55<00:13, 119.58it/s] 5719 29.8685 : 78%|███████▊ | 5735/7316 [00:55<00:13, 119.71it/s] 5739 27.2689 : 78%|███████▊ | 5735/7316 [00:55<00:13, 119.71it/s] 5739 27.2689 : 79%|███████▊ | 5748/7316 [00:55<00:12, 121.06it/s] 5759 31.0588 : 79%|███████▊ | 5748/7316 [00:55<00:12, 121.06it/s] 5759 31.0588 : 79%|███████▊ | 5761/7316 [00:55<00:12, 123.11it/s] 5759 31.0588 : 79%|███████▉ | 5774/7316 [00:55<00:12, 124.67it/s] 5779 28.2703 : 79%|███████▉ | 5774/7316 [00:55<00:12, 124.67it/s] 5779 28.2703 : 79%|███████▉ | 5787/7316 [00:55<00:12, 124.27it/s] 5799 33.7529 : 79%|███████▉ | 5787/7316 [00:56<00:12, 124.27it/s] 5799 33.7529 : 79%|███████▉ | 5800/7316 [00:56<00:14, 106.68it/s] 5799 33.7529 : 79%|███████▉ | 5812/7316 [00:56<00:16, 93.45it/s] 5819 28.0761 : 79%|███████▉ | 5812/7316 [00:56<00:16, 93.45it/s] 5819 28.0761 : 80%|███████▉ | 5822/7316 [00:56<00:16, 91.73it/s] 5819 28.0761 : 80%|███████▉ | 5832/7316 [00:56<00:15, 93.65it/s] 5839 28.2640 : 80%|███████▉ | 5832/7316 [00:56<00:15, 93.65it/s] 5839 28.2640 : 80%|███████▉ | 5843/7316 [00:56<00:15, 96.97it/s] 5839 28.2640 : 80%|████████ | 5854/7316 [00:56<00:14, 99.09it/s] 5859 29.4960 : 80%|████████ | 5854/7316 [00:56<00:14, 99.09it/s] 5859 29.4960 : 80%|████████ | 5865/7316 [00:56<00:14, 99.51it/s] 5859 29.4960 : 80%|████████ | 5876/7316 [00:56<00:14, 98.50it/s] 5879 28.8571 : 80%|████████ | 5876/7316 [00:56<00:14, 98.50it/s] 5879 28.8571 : 80%|████████ | 5887/7316 [00:57<00:14, 99.54it/s] 5879 28.8571 : 81%|████████ | 5898/7316 [00:57<00:14, 100.18it/s] 5899 28.2649 : 81%|████████ | 5898/7316 [00:57<00:14, 100.18it/s] 5899 28.2649 : 81%|████████ | 5909/7316 [00:57<00:13, 102.51it/s] 5919 28.2335 : 81%|████████ | 5909/7316 [00:57<00:13, 102.51it/s] 5919 28.2335 : 81%|████████ | 5920/7316 [00:57<00:13, 104.33it/s] 5919 28.2335 : 81%|████████ | 5931/7316 [00:57<00:13, 105.28it/s] 5939 29.7996 : 81%|████████ | 5931/7316 [00:57<00:13, 105.28it/s] 5939 29.7996 : 81%|████████ | 5942/7316 [00:57<00:13, 105.14it/s] 5939 29.7996 : 81%|████████▏ | 5953/7316 [00:57<00:14, 96.25it/s] 5959 31.6902 : 81%|████████▏ | 5953/7316 [00:57<00:14, 96.25it/s] 5959 31.6902 : 82%|████████▏ | 5963/7316 [00:57<00:14, 92.61it/s] 5959 31.6902 : 82%|████████▏ | 5974/7316 [00:57<00:13, 96.96it/s] 5979 30.5827 : 82%|████████▏ | 5974/7316 [00:57<00:13, 96.96it/s] 5979 30.5827 : 82%|████████▏ | 5986/7316 [00:57<00:12, 102.70it/s] 5979 30.5827 : 82%|████████▏ | 5999/7316 [00:58<00:12, 108.10it/s] 5999 29.0211 : 82%|████████▏ | 5999/7316 [00:58<00:12, 108.10it/s] 5999 29.0211 : 82%|████████▏ | 6011/7316 [00:58<00:11, 110.96it/s] 6019 30.4022 : 82%|████████▏ | 6011/7316 [00:58<00:11, 110.96it/s] 6019 30.4022 : 82%|████████▏ | 6023/7316 [00:58<00:11, 111.19it/s] 6019 30.4022 : 82%|████████▏ | 6035/7316 [00:58<00:11, 112.06it/s] 6039 29.1258 : 82%|████████▏ | 6035/7316 [00:58<00:11, 112.06it/s] 6039 29.1258 : 83%|████████▎ | 6047/7316 [00:58<00:11, 113.59it/s] 6059 26.1708 : 83%|████████▎ | 6047/7316 [00:58<00:11, 113.59it/s] 6059 26.1708 : 83%|████████▎ | 6060/7316 [00:58<00:10, 117.34it/s] 6059 26.1708 : 83%|████████▎ | 6073/7316 [00:58<00:10, 120.33it/s] 6079 27.8678 : 83%|████████▎ | 6073/7316 [00:58<00:10, 120.33it/s] 6079 27.8678 : 83%|████████▎ | 6086/7316 [00:58<00:10, 121.56it/s] 6079 27.8678 : 83%|████████▎ | 6099/7316 [00:58<00:10, 120.22it/s] 6099 35.1387 : 83%|████████▎ | 6099/7316 [00:58<00:10, 120.22it/s] 6099 35.1387 : 84%|████████▎ | 6112/7316 [00:59<00:10, 114.04it/s] 6119 29.4653 : 84%|████████▎ | 6112/7316 [00:59<00:10, 114.04it/s] 6119 29.4653 : 84%|████████▎ | 6125/7316 [00:59<00:10, 117.70it/s] 6139 28.8233 : 84%|████████▎ | 6125/7316 [00:59<00:10, 117.70it/s] 6139 28.8233 : 84%|████████▍ | 6140/7316 [00:59<00:09, 125.37it/s] 6139 28.8233 : 84%|████████▍ | 6156/7316 [00:59<00:08, 133.01it/s] 6159 28.6452 : 84%|████████▍ | 6156/7316 [00:59<00:08, 133.01it/s] 6159 28.6452 : 84%|████████▍ | 6171/7316 [00:59<00:08, 135.68it/s] 6179 30.7889 : 84%|████████▍ | 6171/7316 [00:59<00:08, 135.68it/s] 6179 30.7889 : 85%|████████▍ | 6185/7316 [00:59<00:08, 136.07it/s] 6199 30.4935 : 85%|████████▍ | 6185/7316 [00:59<00:08, 136.07it/s] 6199 30.4935 : 85%|████████▍ | 6200/7316 [00:59<00:08, 138.35it/s] 6199 30.4935 : 85%|████████▍ | 6216/7316 [00:59<00:07, 143.84it/s] 6219 31.3467 : 85%|████████▍ | 6216/7316 [00:59<00:07, 143.84it/s] 6219 31.3467 : 85%|████████▌ | 6232/7316 [00:59<00:07, 146.93it/s] 6239 29.3836 : 85%|████████▌ | 6232/7316 [00:59<00:07, 146.93it/s] 6239 29.3836 : 85%|████████▌ | 6247/7316 [00:59<00:07, 146.89it/s] 6259 34.7057 : 85%|████████▌ | 6247/7316 [01:00<00:07, 146.89it/s] 6259 34.7057 : 86%|████████▌ | 6262/7316 [01:00<00:07, 135.37it/s] 6259 34.7057 : 86%|████████▌ | 6276/7316 [01:00<00:07, 134.40it/s] 6279 30.0438 : 86%|████████▌ | 6276/7316 [01:00<00:07, 134.40it/s] 6279 30.0438 : 86%|████████▌ | 6292/7316 [01:00<00:07, 140.45it/s] 6299 29.1042 : 86%|████████▌ | 6292/7316 [01:00<00:07, 140.45it/s] 6299 29.1042 : 86%|████████▌ | 6308/7316 [01:00<00:06, 145.40it/s] 6319 30.0270 : 86%|████████▌ | 6308/7316 [01:00<00:06, 145.40it/s] 6319 30.0270 : 86%|████████▋ | 6324/7316 [01:00<00:06, 147.38it/s] 6319 30.0270 : 87%|████████▋ | 6339/7316 [01:00<00:06, 148.03it/s] 6339 31.5003 : 87%|████████▋ | 6339/7316 [01:00<00:06, 148.03it/s] 6339 31.5003 : 87%|████████▋ | 6355/7316 [01:00<00:06, 149.24it/s] 6359 29.9314 : 87%|████████▋ | 6355/7316 [01:00<00:06, 149.24it/s] 6359 29.9314 : 87%|████████▋ | 6372/7316 [01:00<00:06, 153.55it/s] 6379 29.9886 : 87%|████████▋ | 6372/7316 [01:00<00:06, 153.55it/s] 6379 29.9886 : 87%|████████▋ | 6389/7316 [01:00<00:05, 156.15it/s] 6399 30.6973 : 87%|████████▋ | 6389/7316 [01:01<00:05, 156.15it/s] 6399 30.6973 : 88%|████████▊ | 6405/7316 [01:01<00:06, 142.18it/s] 6419 26.4646 : 88%|████████▊ | 6405/7316 [01:01<00:06, 142.18it/s] 6419 26.4646 : 88%|████████▊ | 6420/7316 [01:01<00:08, 109.22it/s] 6419 26.4646 : 88%|████████▊ | 6433/7316 [01:01<00:08, 105.24it/s] 6439 28.3329 : 88%|████████▊ | 6433/7316 [01:01<00:08, 105.24it/s] 6439 28.3329 : 88%|████████▊ | 6445/7316 [01:01<00:08, 104.65it/s] 6439 28.3329 : 88%|████████▊ | 6457/7316 [01:01<00:08, 104.15it/s] 6459 28.0034 : 88%|████████▊ | 6457/7316 [01:01<00:08, 104.15it/s] 6459 28.0034 : 88%|████████▊ | 6468/7316 [01:01<00:08, 103.62it/s] 6459 28.0034 : 89%|████████▊ | 6479/7316 [01:01<00:08, 102.00it/s] 6479 28.4624 : 89%|████████▊ | 6479/7316 [01:01<00:08, 102.00it/s] 6479 28.4624 : 89%|████████▊ | 6490/7316 [01:01<00:08, 101.66it/s] 6499 27.5494 : 89%|████████▊ | 6490/7316 [01:02<00:08, 101.66it/s] 6499 27.5494 : 89%|████████▉ | 6501/7316 [01:02<00:08, 101.61it/s] 6499 27.5494 : 89%|████████▉ | 6512/7316 [01:02<00:07, 103.43it/s] 6519 28.6723 : 89%|████████▉ | 6512/7316 [01:02<00:07, 103.43it/s] 6519 28.6723 : 89%|████████▉ | 6524/7316 [01:02<00:07, 106.43it/s] 6519 28.6723 : 89%|████████▉ | 6536/7316 [01:02<00:07, 108.05it/s] 6539 27.6132 : 89%|████████▉ | 6536/7316 [01:02<00:07, 108.05it/s] 6539 27.6132 : 90%|████████▉ | 6548/7316 [01:02<00:07, 108.64it/s] 6539 27.6132 : 90%|████████▉ | 6559/7316 [01:02<00:07, 97.73it/s] 6559 29.0092 : 90%|████████▉ | 6559/7316 [01:02<00:07, 97.73it/s] 6559 29.0092 : 90%|████████▉ | 6569/7316 [01:02<00:08, 90.13it/s] 6559 29.0092 : 90%|████████▉ | 6579/7316 [01:02<00:08, 89.20it/s] 6579 27.3728 : 90%|████████▉ | 6579/7316 [01:02<00:08, 89.20it/s] 6579 27.3728 : 90%|█████████ | 6589/7316 [01:03<00:08, 90.42it/s] 6579 27.3728 : 90%|█████████ | 6599/7316 [01:03<00:07, 91.23it/s] 6599 27.7722 : 90%|█████████ | 6599/7316 [01:03<00:07, 91.23it/s] 6599 27.7722 : 90%|█████████ | 6609/7316 [01:03<00:07, 91.62it/s] 6599 27.7722 : 90%|█████████ | 6619/7316 [01:03<00:07, 91.22it/s] 6619 25.8497 : 90%|█████████ | 6619/7316 [01:03<00:07, 91.22it/s] 6619 25.8497 : 91%|█████████ | 6629/7316 [01:03<00:07, 90.02it/s] 6619 25.8497 : 91%|█████████ | 6639/7316 [01:03<00:07, 90.98it/s] 6639 27.4616 : 91%|█████████ | 6639/7316 [01:03<00:07, 90.98it/s] 6639 27.4616 : 91%|█████████ | 6649/7316 [01:03<00:07, 91.97it/s] 6639 27.4616 : 91%|█████████ | 6659/7316 [01:03<00:06, 93.86it/s] 6659 29.7250 : 91%|█████████ | 6659/7316 [01:03<00:06, 93.86it/s] 6659 29.7250 : 91%|█████████ | 6670/7316 [01:03<00:06, 96.64it/s] 6679 28.3686 : 91%|█████████ | 6670/7316 [01:03<00:06, 96.64it/s] 6679 28.3686 : 91%|█████████▏| 6680/7316 [01:03<00:06, 97.55it/s] 6679 28.3686 : 91%|█████████▏| 6691/7316 [01:04<00:06, 98.40it/s] 6699 26.3608 : 91%|█████████▏| 6691/7316 [01:04<00:06, 98.40it/s] 6699 26.3608 : 92%|█████████▏| 6701/7316 [01:04<00:06, 98.06it/s] 6699 26.3608 : 92%|█████████▏| 6712/7316 [01:04<00:06, 99.35it/s] 6719 23.0171 : 92%|█████████▏| 6712/7316 [01:04<00:06, 99.35it/s] 6719 23.0171 : 92%|█████████▏| 6725/7316 [01:04<00:05, 106.92it/s] 6719 23.0171 : 92%|█████████▏| 6738/7316 [01:04<00:05, 113.03it/s] 6739 27.5429 : 92%|█████████▏| 6738/7316 [01:04<00:05, 113.03it/s] 6739 27.5429 : 92%|█████████▏| 6751/7316 [01:04<00:04, 115.90it/s] 6759 28.7307 : 92%|█████████▏| 6751/7316 [01:04<00:04, 115.90it/s] 6759 28.7307 : 92%|█████████▏| 6764/7316 [01:04<00:04, 117.60it/s] 6759 28.7307 : 93%|█████████▎| 6777/7316 [01:04<00:04, 118.80it/s] 6779 28.4650 : 93%|█████████▎| 6777/7316 [01:04<00:04, 118.80it/s] 6779 28.4650 : 93%|█████████▎| 6790/7316 [01:04<00:04, 121.25it/s] 6799 22.7180 : 93%|█████████▎| 6790/7316 [01:05<00:04, 121.25it/s] 6799 22.7180 : 93%|█████████▎| 6804/7316 [01:05<00:04, 125.23it/s] 6799 22.7180 : 93%|█████████▎| 6818/7316 [01:05<00:03, 129.35it/s] 6819 22.4842 : 93%|█████████▎| 6818/7316 [01:05<00:03, 129.35it/s] 6819 22.4842 : 93%|█████████▎| 6832/7316 [01:05<00:03, 130.13it/s] 6839 23.8174 : 93%|█████████▎| 6832/7316 [01:05<00:03, 130.13it/s] 6839 23.8174 : 94%|█████████▎| 6846/7316 [01:05<00:03, 127.58it/s] 6839 23.8174 : 94%|█████████▍| 6859/7316 [01:05<00:03, 120.70it/s] 6859 27.7284 : 94%|█████████▍| 6859/7316 [01:05<00:03, 120.70it/s] 6859 27.7284 : 94%|█████████▍| 6875/7316 [01:05<00:03, 130.36it/s] 6879 22.7210 : 94%|█████████▍| 6875/7316 [01:05<00:03, 130.36it/s] 6879 22.7210 : 94%|█████████▍| 6891/7316 [01:05<00:03, 137.69it/s] 6899 30.4879 : 94%|█████████▍| 6891/7316 [01:05<00:03, 137.69it/s] 6899 30.4879 : 94%|█████████▍| 6907/7316 [01:05<00:02, 141.83it/s] 6919 26.7333 : 94%|█████████▍| 6907/7316 [01:05<00:02, 141.83it/s] 6919 26.7333 : 95%|█████████▍| 6922/7316 [01:05<00:02, 142.89it/s] 6919 26.7333 : 95%|█████████▍| 6938/7316 [01:06<00:02, 146.07it/s] 6939 26.9477 : 95%|█████████▍| 6938/7316 [01:06<00:02, 146.07it/s] 6939 26.9477 : 95%|█████████▌| 6955/7316 [01:06<00:02, 151.34it/s] 6959 25.7905 : 95%|█████████▌| 6955/7316 [01:06<00:02, 151.34it/s] 6959 25.7905 : 95%|█████████▌| 6972/7316 [01:06<00:02, 155.70it/s] 6979 24.6304 : 95%|█████████▌| 6972/7316 [01:06<00:02, 155.70it/s] 6979 24.6304 : 96%|█████████▌| 6988/7316 [01:06<00:02, 156.59it/s] 6999 16.4144 : 96%|█████████▌| 6988/7316 [01:06<00:02, 156.59it/s] 6999 16.4144 : 96%|█████████▌| 7004/7316 [01:06<00:02, 152.03it/s] 7019 26.0957 : 96%|█████████▌| 7004/7316 [01:06<00:02, 152.03it/s] 7019 26.0957 : 96%|█████████▌| 7020/7316 [01:06<00:02, 141.41it/s] 7019 26.0957 : 96%|█████████▌| 7035/7316 [01:06<00:02, 138.15it/s] 7039 25.1202 : 96%|█████████▌| 7035/7316 [01:06<00:02, 138.15it/s] 7039 25.1202 : 96%|█████████▋| 7049/7316 [01:06<00:01, 135.00it/s] 7059 27.8394 : 96%|█████████▋| 7049/7316 [01:06<00:01, 135.00it/s] 7059 27.8394 : 97%|█████████▋| 7063/7316 [01:06<00:01, 131.23it/s] 7059 27.8394 : 97%|█████████▋| 7077/7316 [01:07<00:01, 127.27it/s] 7079 24.3472 : 97%|█████████▋| 7077/7316 [01:07<00:01, 127.27it/s] 7079 24.3472 : 97%|█████████▋| 7090/7316 [01:07<00:01, 125.84it/s] 7099 27.7336 : 97%|█████████▋| 7090/7316 [01:07<00:01, 125.84it/s] 7099 27.7336 : 97%|█████████▋| 7103/7316 [01:07<00:01, 126.76it/s] 7099 27.7336 : 97%|█████████▋| 7117/7316 [01:07<00:01, 129.14it/s] 7119 25.1732 : 97%|█████████▋| 7117/7316 [01:07<00:01, 129.14it/s] 7119 25.1732 : 97%|█████████▋| 7130/7316 [01:07<00:01, 128.97it/s] 7139 29.2331 : 97%|█████████▋| 7130/7316 [01:07<00:01, 128.97it/s] 7139 29.2331 : 98%|█████████▊| 7143/7316 [01:07<00:01, 127.39it/s] 7139 29.2331 : 98%|█████████▊| 7156/7316 [01:07<00:01, 121.75it/s] 7159 24.9513 : 98%|█████████▊| 7156/7316 [01:07<00:01, 121.75it/s] 7159 24.9513 : 98%|█████████▊| 7169/7316 [01:07<00:01, 105.93it/s] 7179 25.6577 : 98%|█████████▊| 7169/7316 [01:07<00:01, 105.93it/s] 7179 25.6577 : 98%|█████████▊| 7180/7316 [01:07<00:01, 94.55it/s] 7179 25.6577 : 98%|█████████▊| 7190/7316 [01:08<00:01, 95.00it/s] 7199 24.8418 : 98%|█████████▊| 7190/7316 [01:08<00:01, 95.00it/s] 7199 24.8418 : 98%|█████████▊| 7201/7316 [01:08<00:01, 97.75it/s] 7199 24.8418 : 99%|█████████▊| 7212/7316 [01:08<00:01, 100.69it/s] 7219 26.8316 : 99%|█████████▊| 7212/7316 [01:08<00:01, 100.69it/s] 7219 26.8316 : 99%|█████████▊| 7223/7316 [01:08<00:00, 102.42it/s] 7219 26.8316 : 99%|█████████▉| 7234/7316 [01:08<00:00, 101.86it/s] 7239 27.2989 : 99%|█████████▉| 7234/7316 [01:08<00:00, 101.86it/s] 7239 27.2989 : 99%|█████████▉| 7245/7316 [01:08<00:00, 101.40it/s] 7239 27.2989 : 99%|█████████▉| 7256/7316 [01:08<00:00, 101.84it/s] 7259 26.3265 : 99%|█████████▉| 7256/7316 [01:08<00:00, 101.84it/s] 7259 26.3265 : 99%|█████████▉| 7267/7316 [01:08<00:00, 101.39it/s] 7259 26.3265 : 99%|█████████▉| 7278/7316 [01:08<00:00, 103.04it/s] 7279 24.2723 : 99%|█████████▉| 7278/7316 [01:08<00:00, 103.04it/s] 7279 24.2723 : 100%|█████████▉| 7290/7316 [01:09<00:00, 105.25it/s] 7299 24.1312 : 100%|█████████▉| 7290/7316 [01:09<00:00, 105.25it/s] 7299 24.1312 : 100%|█████████▉| 7301/7316 [01:09<00:00, 105.67it/s] 7299 24.1312 : 100%|█████████▉| 7312/7316 [01:09<00:00, 105.61it/s] 7299 24.1312 : 100%|██████████| 7316/7316 [01:09<00:00, 105.63it/s] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 1 epoch_size: 36578304 batches_per_epoch: 7316 batch_size: 5000 optim_type: 'ray' 0%| | 0/7316 [00:00<?, ?it/s] 0%| | 9/7316 [00:00<01:31, 79.85it/s] 0%| | 17/7316 [00:00<01:39, 73.32it/s] 7335 27.2381 : 0%| | 17/7316 [00:00<01:39, 73.32it/s] 7335 27.2381 : 0%| | 25/7316 [00:00<01:45, 69.05it/s] 7335 27.2381 : 0%| | 33/7316 [00:00<01:42, 70.73it/s] 7355 24.1505 : 0%| | 33/7316 [00:00<01:42, 70.73it/s] 7355 24.1505 : 1%| | 42/7316 [00:00<01:35, 76.05it/s] 7355 24.1505 : 1%| | 52/7316 [00:00<01:27, 82.83it/s] 7375 26.4016 : 1%| | 52/7316 [00:00<01:27, 82.83it/s] 7375 26.4016 : 1%| | 62/7316 [00:00<01:22, 87.48it/s] 7375 26.4016 : 1%| | 71/7316 [00:00<01:22, 87.84it/s] 7395 26.5276 : 1%| | 71/7316 [00:00<01:22, 87.84it/s] 7395 26.5276 : 1%| | 80/7316 [00:00<01:23, 86.23it/s] 7395 26.5276 : 1%| | 90/7316 [00:01<01:22, 87.57it/s] 7415 25.2423 : 1%| | 90/7316 [00:01<01:22, 87.57it/s] 7415 25.2423 : 1%|▏ | 100/7316 [00:01<01:20, 90.02it/s] 7415 25.2423 : 2%|▏ | 110/7316 [00:01<01:18, 92.37it/s] 7435 25.0772 : 2%|▏ | 110/7316 [00:01<01:18, 92.37it/s] 7435 25.0772 : 2%|▏ | 121/7316 [00:01<01:15, 95.69it/s] 7435 25.0772 : 2%|▏ | 132/7316 [00:01<01:13, 97.52it/s] 7455 26.6172 : 2%|▏ | 132/7316 [00:01<01:13, 97.52it/s] 7455 26.6172 : 2%|▏ | 142/7316 [00:01<01:13, 97.88it/s] 7455 26.6172 : 2%|▏ | 152/7316 [00:01<01:13, 97.71it/s] 7475 37.9956 : 2%|▏ | 152/7316 [00:01<01:13, 97.71it/s] 7475 37.9956 : 2%|▏ | 162/7316 [00:01<01:18, 91.46it/s] 7475 37.9956 : 2%|▏ | 172/7316 [00:01<01:24, 84.67it/s] 7495 35.0557 : 2%|▏ | 172/7316 [00:02<01:24, 84.67it/s] 7495 35.0557 : 2%|▏ | 181/7316 [00:02<01:27, 81.33it/s] 7495 35.0557 : 3%|▎ | 190/7316 [00:02<01:25, 83.33it/s] 7515 26.3951 : 3%|▎ | 190/7316 [00:02<01:25, 83.33it/s] 7515 26.3951 : 3%|▎ | 201/7316 [00:02<01:19, 89.21it/s] 7515 26.3951 : 3%|▎ | 212/7316 [00:02<01:15, 94.46it/s] 7535 28.4014 : 3%|▎ | 212/7316 [00:02<01:15, 94.46it/s] 7535 28.4014 : 3%|▎ | 222/7316 [00:02<01:14, 95.86it/s] 7535 28.4014 : 3%|▎ | 232/7316 [00:02<01:13, 96.06it/s] 7555 29.3812 : 3%|▎ | 232/7316 [00:02<01:13, 96.06it/s] 7555 29.3812 : 3%|▎ | 242/7316 [00:02<01:13, 96.67it/s] 7555 29.3812 : 3%|▎ | 253/7316 [00:02<01:11, 98.35it/s] 7575 29.5694 : 3%|▎ | 253/7316 [00:02<01:11, 98.35it/s] 7575 29.5694 : 4%|▎ | 264/7316 [00:02<01:10, 99.33it/s] 7575 29.5694 : 4%|▍ | 275/7316 [00:03<01:09, 101.90it/s] 7595 30.3326 : 4%|▍ | 275/7316 [00:03<01:09, 101.90it/s] 7595 30.3326 : 4%|▍ | 286/7316 [00:03<01:08, 102.97it/s] 7595 30.3326 : 4%|▍ | 297/7316 [00:03<01:07, 104.34it/s] 7615 29.3451 : 4%|▍ | 297/7316 [00:03<01:07, 104.34it/s] 7615 29.3451 : 4%|▍ | 308/7316 [00:03<01:08, 102.09it/s] 7615 29.3451 : 4%|▍ | 319/7316 [00:03<01:14, 93.72it/s] 7635 39.1469 : 4%|▍ | 319/7316 [00:03<01:14, 93.72it/s] 7635 39.1469 : 4%|▍ | 329/7316 [00:03<01:20, 86.79it/s] 7635 39.1469 : 5%|▍ | 338/7316 [00:03<01:21, 85.58it/s] 7655 28.4343 : 5%|▍ | 338/7316 [00:03<01:21, 85.58it/s] 7655 28.4343 : 5%|▍ | 348/7316 [00:03<01:19, 87.82it/s] 7655 28.4343 : 5%|▍ | 359/7316 [00:03<01:15, 92.28it/s] 7675 27.3313 : 5%|▍ | 359/7316 [00:03<01:15, 92.28it/s] 7675 27.3313 : 5%|▌ | 370/7316 [00:04<01:12, 95.57it/s] 7695 28.2093 : 5%|▌ | 370/7316 [00:04<01:12, 95.57it/s] 7695 28.2093 : 5%|▌ | 380/7316 [00:04<01:11, 96.45it/s] 7695 28.2093 : 5%|▌ | 390/7316 [00:04<01:11, 96.72it/s] 7715 28.4122 : 5%|▌ | 390/7316 [00:04<01:11, 96.72it/s] 7715 28.4122 : 5%|▌ | 401/7316 [00:04<01:10, 98.13it/s] 7715 28.4122 : 6%|▌ | 412/7316 [00:04<01:09, 98.89it/s] 7735 27.2661 : 6%|▌ | 412/7316 [00:04<01:09, 98.89it/s] 7735 27.2661 : 6%|▌ | 423/7316 [00:04<01:08, 100.22it/s] 7735 27.2661 : 6%|▌ | 434/7316 [00:04<01:07, 101.93it/s] 7755 28.2256 : 6%|▌ | 434/7316 [00:04<01:07, 101.93it/s] 7755 28.2256 : 6%|▌ | 445/7316 [00:04<01:06, 103.29it/s] 7755 28.2256 : 6%|▌ | 456/7316 [00:04<01:07, 101.84it/s] 7775 39.4168 : 6%|▌ | 456/7316 [00:04<01:07, 101.84it/s] 7775 39.4168 : 6%|▋ | 467/7316 [00:05<01:13, 93.05it/s] 7775 39.4168 : 7%|▋ | 477/7316 [00:05<01:20, 84.64it/s] 7795 36.0794 : 7%|▋ | 477/7316 [00:05<01:20, 84.64it/s] 7795 36.0794 : 7%|▋ | 486/7316 [00:05<01:23, 81.64it/s] 7795 36.0794 : 7%|▋ | 495/7316 [00:05<01:22, 83.01it/s] 7815 27.9452 : 7%|▋ | 495/7316 [00:05<01:22, 83.01it/s] 7815 27.9452 : 7%|▋ | 505/7316 [00:05<01:18, 87.28it/s] 7815 27.9452 : 7%|▋ | 516/7316 [00:05<01:13, 92.10it/s] 7835 26.5445 : 7%|▋ | 516/7316 [00:05<01:13, 92.10it/s] 7835 26.5445 : 7%|▋ | 526/7316 [00:05<01:12, 93.90it/s] 7835 26.5445 : 7%|▋ | 536/7316 [00:05<01:12, 93.47it/s] 7855 31.0838 : 7%|▋ | 536/7316 [00:05<01:12, 93.47it/s] 7855 31.0838 : 7%|▋ | 546/7316 [00:05<01:12, 92.86it/s] 7855 31.0838 : 8%|▊ | 556/7316 [00:06<01:12, 93.37it/s] 7875 29.4011 : 8%|▊ | 556/7316 [00:06<01:12, 93.37it/s] 7875 29.4011 : 8%|▊ | 566/7316 [00:06<01:10, 95.09it/s] 7875 29.4011 : 8%|▊ | 577/7316 [00:06<01:08, 97.77it/s] 7895 28.8617 : 8%|▊ | 577/7316 [00:06<01:08, 97.77it/s] 7895 28.8617 : 8%|▊ | 588/7316 [00:06<01:07, 99.55it/s] 7895 28.8617 : 8%|▊ | 598/7316 [00:06<01:07, 99.54it/s] 7915 29.9940 : 8%|▊ | 598/7316 [00:06<01:07, 99.54it/s] 7915 29.9940 : 8%|▊ | 608/7316 [00:06<01:07, 99.06it/s] 7915 29.9940 : 8%|▊ | 618/7316 [00:06<01:15, 88.50it/s] 7935 39.8119 : 8%|▊ | 618/7316 [00:06<01:15, 88.50it/s] 7935 39.8119 : 9%|▊ | 628/7316 [00:06<01:25, 77.89it/s] 7935 39.8119 : 9%|▊ | 637/7316 [00:07<01:30, 73.91it/s] 7955 30.1100 : 9%|▊ | 637/7316 [00:07<01:30, 73.91it/s] 7955 30.1100 : 9%|▉ | 645/7316 [00:07<01:29, 74.56it/s] 7955 30.1100 : 9%|▉ | 654/7316 [00:07<01:26, 77.42it/s] 7975 27.9515 : 9%|▉ | 654/7316 [00:07<01:26, 77.42it/s] 7975 27.9515 : 9%|▉ | 664/7316 [00:07<01:21, 81.69it/s] 7975 27.9515 : 9%|▉ | 674/7316 [00:07<01:17, 85.37it/s] 7995 29.3411 : 9%|▉ | 674/7316 [00:07<01:17, 85.37it/s] 7995 29.3411 : 9%|▉ | 683/7316 [00:07<01:17, 85.46it/s] 7995 29.3411 : 9%|▉ | 692/7316 [00:07<01:18, 84.40it/s] 8015 29.5893 : 9%|▉ | 692/7316 [00:07<01:18, 84.40it/s] 8015 29.5893 : 10%|▉ | 701/7316 [00:07<01:18, 84.31it/s] 8015 29.5893 : 10%|▉ | 710/7316 [00:07<01:17, 84.98it/s] 8035 29.8291 : 10%|▉ | 710/7316 [00:07<01:17, 84.98it/s] 8035 29.8291 : 10%|▉ | 720/7316 [00:07<01:15, 87.62it/s] 8035 29.8291 : 10%|▉ | 730/7316 [00:08<01:12, 90.89it/s] 8055 29.9283 : 10%|▉ | 730/7316 [00:08<01:12, 90.89it/s] 8055 29.9283 : 10%|█ | 740/7316 [00:08<01:10, 93.17it/s] 8055 29.9283 : 10%|█ | 750/7316 [00:08<01:10, 93.28it/s] 8075 33.6385 : 10%|█ | 750/7316 [00:08<01:10, 93.28it/s] 8075 33.6385 : 10%|█ | 760/7316 [00:08<01:10, 93.19it/s] 8075 33.6385 : 11%|█ | 770/7316 [00:08<01:24, 77.25it/s] 8075 33.6385 : 11%|█ | 779/7316 [00:08<01:39, 65.65it/s] 8095 32.9215 : 11%|█ | 779/7316 [00:08<01:39, 65.65it/s] 8095 32.9215 : 11%|█ | 787/7316 [00:08<01:48, 60.39it/s] 8095 32.9215 : 11%|█ | 794/7316 [00:09<01:49, 59.69it/s] 8115 27.6235 : 11%|█ | 794/7316 [00:09<01:49, 59.69it/s] 8115 27.6235 : 11%|█ | 801/7316 [00:09<01:46, 61.11it/s] 8115 27.6235 : 11%|█ | 809/7316 [00:09<01:40, 64.56it/s] 8115 27.6235 : 11%|█ | 817/7316 [00:09<01:35, 67.82it/s] 8135 27.0345 : 11%|█ | 817/7316 [00:09<01:35, 67.82it/s] 8135 27.0345 : 11%|█▏ | 825/7316 [00:09<01:33, 69.70it/s] 8135 27.0345 : 11%|█▏ | 833/7316 [00:09<01:32, 69.94it/s] 8155 27.6134 : 11%|█▏ | 833/7316 [00:09<01:32, 69.94it/s] 8155 27.6134 : 11%|█▏ | 841/7316 [00:09<01:33, 68.89it/s] 8155 27.6134 : 12%|█▏ | 848/7316 [00:09<01:34, 68.19it/s] 8155 27.6134 : 12%|█▏ | 855/7316 [00:09<01:35, 67.91it/s] 8175 28.5201 : 12%|█▏ | 855/7316 [00:09<01:35, 67.91it/s] 8175 28.5201 : 12%|█▏ | 863/7316 [00:10<01:33, 68.70it/s] 8175 28.5201 : 12%|█▏ | 871/7316 [00:10<01:31, 70.50it/s] 8175 28.5201 : 12%|█▏ | 879/7316 [00:10<01:28, 72.52it/s] 8195 29.5102 : 12%|█▏ | 879/7316 [00:10<01:28, 72.52it/s] 8195 29.5102 : 12%|█▏ | 887/7316 [00:10<01:27, 73.64it/s] 8195 29.5102 : 12%|█▏ | 895/7316 [00:10<01:26, 74.48it/s] 8215 29.2830 : 12%|█▏ | 895/7316 [00:10<01:26, 74.48it/s] 8215 29.2830 : 12%|█▏ | 903/7316 [00:10<01:25, 74.77it/s] 8215 29.2830 : 12%|█▏ | 911/7316 [00:10<01:25, 74.56it/s] 8215 29.2830 : 13%|█▎ | 919/7316 [00:10<01:35, 67.33it/s] 8235 34.3122 : 13%|█▎ | 919/7316 [00:10<01:35, 67.33it/s] 8235 34.3122 : 13%|█▎ | 926/7316 [00:10<01:52, 56.80it/s] 8235 34.3122 : 13%|█▎ | 933/7316 [00:11<02:03, 51.71it/s] 8235 34.3122 : 13%|█▎ | 939/7316 [00:11<02:08, 49.65it/s] 8255 27.2889 : 13%|█▎ | 939/7316 [00:11<02:08, 49.65it/s] 8255 27.2889 : 13%|█▎ | 945/7316 [00:11<02:07, 50.03it/s] 8255 27.2889 : 13%|█▎ | 951/7316 [00:11<02:02, 51.85it/s] 8255 27.2889 : 13%|█▎ | 958/7316 [00:11<01:55, 55.08it/s] 8275 26.2830 : 13%|█▎ | 958/7316 [00:11<01:55, 55.08it/s] 8275 26.2830 : 13%|█▎ | 965/7316 [00:11<01:47, 58.89it/s] 8275 26.2830 : 13%|█▎ | 972/7316 [00:11<01:43, 61.46it/s] 8275 26.2830 : 13%|█▎ | 979/7316 [00:11<01:41, 62.67it/s] 8295 27.4438 : 13%|█▎ | 979/7316 [00:11<01:41, 62.67it/s] 8295 27.4438 : 13%|█▎ | 986/7316 [00:12<01:40, 62.77it/s] 8295 27.4438 : 14%|█▎ | 993/7316 [00:12<01:42, 61.98it/s] 8315 25.3713 : 14%|█▎ | 993/7316 [00:12<01:42, 61.98it/s] 8315 25.3713 : 14%|█▎ | 1000/7316 [00:12<01:42, 61.75it/s] 8315 25.3713 : 14%|█▍ | 1007/7316 [00:12<01:42, 61.63it/s] 8315 25.3713 : 14%|█▍ | 1014/7316 [00:12<01:40, 62.50it/s] 8335 28.3307 : 14%|█▍ | 1014/7316 [00:12<01:40, 62.50it/s] 8335 28.3307 : 14%|█▍ | 1021/7316 [00:12<01:38, 63.96it/s] 8335 28.3307 : 14%|█▍ | 1028/7316 [00:12<01:36, 65.20it/s] 8335 28.3307 : 14%|█▍ | 1035/7316 [00:12<01:35, 65.79it/s] 8355 29.0952 : 14%|█▍ | 1035/7316 [00:12<01:35, 65.79it/s] 8355 29.0952 : 14%|█▍ | 1042/7316 [00:12<01:34, 66.59it/s] 8355 29.0952 : 14%|█▍ | 1049/7316 [00:12<01:33, 67.14it/s] 8355 29.0952 : 14%|█▍ | 1056/7316 [00:13<01:32, 67.69it/s] 8375 28.8284 : 14%|█▍ | 1056/7316 [00:13<01:32, 67.69it/s] 8375 28.8284 : 15%|█▍ | 1063/7316 [00:13<01:32, 67.91it/s] 8375 28.8284 : 15%|█▍ | 1070/7316 [00:13<01:35, 65.36it/s] 8375 28.8284 : 15%|█▍ | 1077/7316 [00:13<01:44, 59.46it/s] 8395 28.7565 : 15%|█▍ | 1077/7316 [00:13<01:44, 59.46it/s] 8395 28.7565 : 15%|█▍ | 1084/7316 [00:13<01:48, 57.45it/s] 8395 28.7565 : 15%|█▍ | 1091/7316 [00:13<01:45, 59.14it/s] 8395 28.7565 : 15%|█▌ | 1099/7316 [00:13<01:38, 63.02it/s] 8415 29.5852 : 15%|█▌ | 1099/7316 [00:13<01:38, 63.02it/s] 8415 29.5852 : 15%|█▌ | 1108/7316 [00:13<01:30, 68.22it/s] 8415 29.5852 : 15%|█▌ | 1117/7316 [00:14<01:24, 73.51it/s] 8435 27.5783 : 15%|█▌ | 1117/7316 [00:14<01:24, 73.51it/s] 8435 27.5783 : 15%|█▌ | 1126/7316 [00:14<01:20, 76.80it/s] 8435 27.5783 : 16%|█▌ | 1135/7316 [00:14<01:18, 78.48it/s] 8455 27.6953 : 16%|█▌ | 1135/7316 [00:14<01:18, 78.48it/s] 8455 27.6953 : 16%|█▌ | 1143/7316 [00:14<01:19, 77.68it/s] 8455 27.6953 : 16%|█▌ | 1151/7316 [00:14<01:19, 77.29it/s] 8455 27.6953 : 16%|█▌ | 1159/7316 [00:14<01:19, 77.26it/s] 8475 28.1589 : 16%|█▌ | 1159/7316 [00:14<01:19, 77.26it/s] 8475 28.1589 : 16%|█▌ | 1167/7316 [00:14<01:18, 77.98it/s] 8475 28.1589 : 16%|█▌ | 1176/7316 [00:14<01:16, 79.97it/s] 8495 25.9842 : 16%|█▌ | 1176/7316 [00:14<01:16, 79.97it/s] 8495 25.9842 : 16%|█▌ | 1185/7316 [00:14<01:14, 82.34it/s] 8495 25.9842 : 16%|█▋ | 1194/7316 [00:14<01:12, 83.94it/s] 8515 28.2510 : 16%|█▋ | 1194/7316 [00:15<01:12, 83.94it/s] 8515 28.2510 : 16%|█▋ | 1203/7316 [00:15<01:12, 84.65it/s] 8515 28.2510 : 17%|█▋ | 1212/7316 [00:15<01:11, 85.34it/s] 8535 32.8853 : 17%|█▋ | 1212/7316 [00:15<01:11, 85.34it/s] 8535 32.8853 : 17%|█▋ | 1221/7316 [00:15<01:12, 83.79it/s] 8535 32.8853 : 17%|█▋ | 1230/7316 [00:15<01:19, 76.98it/s] 8535 32.8853 : 17%|█▋ | 1238/7316 [00:15<01:20, 75.85it/s] 8555 28.4743 : 17%|█▋ | 1238/7316 [00:15<01:20, 75.85it/s] 8555 28.4743 : 17%|█▋ | 1247/7316 [00:15<01:16, 79.00it/s] 8555 28.4743 : 17%|█▋ | 1257/7316 [00:15<01:11, 84.53it/s] 8575 28.7182 : 17%|█▋ | 1257/7316 [00:15<01:11, 84.53it/s] 8575 28.7182 : 17%|█▋ | 1268/7316 [00:15<01:06, 90.53it/s] 8575 28.7182 : 17%|█▋ | 1279/7316 [00:15<01:03, 94.34it/s] 8595 27.7242 : 17%|█▋ | 1279/7316 [00:15<01:03, 94.34it/s] 8595 27.7242 : 18%|█▊ | 1290/7316 [00:16<01:02, 96.67it/s] 8615 31.1545 : 18%|█▊ | 1290/7316 [00:16<01:02, 96.67it/s] 8615 31.1545 : 18%|█▊ | 1300/7316 [00:16<01:02, 96.60it/s] 8615 31.1545 : 18%|█▊ | 1310/7316 [00:16<01:01, 97.40it/s] 8635 29.5478 : 18%|█▊ | 1310/7316 [00:16<01:01, 97.40it/s] 8635 29.5478 : 18%|█▊ | 1321/7316 [00:16<01:00, 98.39it/s] 8635 29.5478 : 18%|█▊ | 1332/7316 [00:16<00:59, 100.26it/s] 8655 31.7433 : 18%|█▊ | 1332/7316 [00:16<00:59, 100.26it/s] 8655 31.7433 : 18%|█▊ | 1343/7316 [00:16<00:58, 102.25it/s] 8655 31.7433 : 19%|█▊ | 1354/7316 [00:16<00:57, 104.12it/s] 8675 29.5344 : 19%|█▊ | 1354/7316 [00:16<00:57, 104.12it/s] 8675 29.5344 : 19%|█▊ | 1365/7316 [00:16<00:57, 104.20it/s] 8675 29.5344 : 19%|█▉ | 1376/7316 [00:16<00:58, 101.88it/s] 8695 38.4091 : 19%|█▉ | 1376/7316 [00:16<00:58, 101.88it/s] 8695 38.4091 : 19%|█▉ | 1387/7316 [00:17<01:02, 95.49it/s] 8695 38.4091 : 19%|█▉ | 1397/7316 [00:17<01:01, 95.61it/s] 8715 29.4551 : 19%|█▉ | 1397/7316 [00:17<01:01, 95.61it/s] 8715 29.4551 : 19%|█▉ | 1409/7316 [00:17<00:58, 100.88it/s] 8735 29.4500 : 19%|█▉ | 1409/7316 [00:17<00:58, 100.88it/s] 8735 29.4500 : 19%|█▉ | 1422/7316 [00:17<00:54, 108.06it/s] 8735 29.4500 : 20%|█▉ | 1435/7316 [00:17<00:52, 112.18it/s] 8755 28.9879 : 20%|█▉ | 1435/7316 [00:17<00:52, 112.18it/s] 8755 28.9879 : 20%|█▉ | 1447/7316 [00:17<00:51, 114.03it/s] 8755 28.9879 : 20%|█▉ | 1459/7316 [00:17<00:51, 114.01it/s] 8775 28.2573 : 20%|█▉ | 1459/7316 [00:17<00:51, 114.01it/s] 8775 28.2573 : 20%|██ | 1471/7316 [00:17<00:50, 115.08it/s] 8795 32.3439 : 20%|██ | 1471/7316 [00:17<00:50, 115.08it/s] 8795 32.3439 : 20%|██ | 1484/7316 [00:17<00:49, 117.84it/s] 8795 32.3439 : 20%|██ | 1497/7316 [00:17<00:47, 121.24it/s] 8815 31.8578 : 20%|██ | 1497/7316 [00:17<00:47, 121.24it/s] 8815 31.8578 : 21%|██ | 1510/7316 [00:18<00:47, 123.26it/s] 8835 30.6706 : 21%|██ | 1510/7316 [00:18<00:47, 123.26it/s] 8835 30.6706 : 21%|██ | 1523/7316 [00:18<00:47, 123.22it/s] 8835 30.6706 : 21%|██ | 1536/7316 [00:18<00:50, 114.05it/s] 8855 38.5968 : 21%|██ | 1536/7316 [00:18<00:50, 114.05it/s] 8855 38.5968 : 21%|██ | 1548/7316 [00:18<00:52, 109.77it/s] 8875 32.2076 : 21%|██ | 1548/7316 [00:18<00:52, 109.77it/s] 8875 32.2076 : 21%|██▏ | 1561/7316 [00:18<00:50, 113.20it/s] 8875 32.2076 : 22%|██▏ | 1575/7316 [00:18<00:47, 119.79it/s] 8895 29.6293 : 22%|██▏ | 1575/7316 [00:18<00:47, 119.79it/s] 8895 29.6293 : 22%|██▏ | 1589/7316 [00:18<00:46, 123.58it/s] 8915 31.6942 : 22%|██▏ | 1589/7316 [00:18<00:46, 123.58it/s] 8915 31.6942 : 22%|██▏ | 1602/7316 [00:18<00:45, 125.29it/s] 8915 31.6942 : 22%|██▏ | 1615/7316 [00:18<00:45, 126.23it/s] 8935 30.5590 : 22%|██▏ | 1615/7316 [00:18<00:45, 126.23it/s] 8935 30.5590 : 22%|██▏ | 1629/7316 [00:19<00:44, 128.61it/s] 8955 25.7724 : 22%|██▏ | 1629/7316 [00:19<00:44, 128.61it/s] 8955 25.7724 : 22%|██▏ | 1644/7316 [00:19<00:42, 132.56it/s] 8955 25.7724 : 23%|██▎ | 1659/7316 [00:19<00:41, 135.08it/s] 8975 28.8853 : 23%|██▎ | 1659/7316 [00:19<00:41, 135.08it/s] 8975 28.8853 : 23%|██▎ | 1673/7316 [00:19<00:41, 135.51it/s] 8995 33.9912 : 23%|██▎ | 1673/7316 [00:19<00:41, 135.51it/s] 8995 33.9912 : 23%|██▎ | 1687/7316 [00:19<00:46, 120.45it/s] 9015 29.5053 : 23%|██▎ | 1687/7316 [00:19<00:46, 120.45it/s] 9015 29.5053 : 23%|██▎ | 1700/7316 [00:19<00:50, 110.21it/s] 9015 29.5053 : 23%|██▎ | 1712/7316 [00:19<00:50, 111.13it/s] 9035 29.2824 : 23%|██▎ | 1712/7316 [00:19<00:50, 111.13it/s] 9035 29.2824 : 24%|██▎ | 1725/7316 [00:19<00:48, 115.02it/s] 9035 29.2824 : 24%|██▍ | 1738/7316 [00:19<00:47, 117.67it/s] 9055 28.9238 : 24%|██▍ | 1738/7316 [00:19<00:47, 117.67it/s] 9055 28.9238 : 24%|██▍ | 1751/7316 [00:20<00:46, 119.76it/s] 9075 32.0551 : 24%|██▍ | 1751/7316 [00:20<00:46, 119.76it/s] 9075 32.0551 : 24%|██▍ | 1764/7316 [00:20<00:46, 120.11it/s] 9075 32.0551 : 24%|██▍ | 1777/7316 [00:20<00:45, 121.52it/s] 9095 30.0993 : 24%|██▍ | 1777/7316 [00:20<00:45, 121.52it/s] 9095 30.0993 : 24%|██▍ | 1791/7316 [00:20<00:44, 124.49it/s] 9115 31.2797 : 24%|██▍ | 1791/7316 [00:20<00:44, 124.49it/s] 9115 31.2797 : 25%|██▍ | 1805/7316 [00:20<00:43, 126.97it/s] 9115 31.2797 : 25%|██▍ | 1819/7316 [00:20<00:42, 128.00it/s] 9135 29.3339 : 25%|██▍ | 1819/7316 [00:20<00:42, 128.00it/s] 9135 29.3339 : 25%|██▌ | 1832/7316 [00:20<00:44, 122.04it/s] 9155 36.6256 : 25%|██▌ | 1832/7316 [00:20<00:44, 122.04it/s] 9155 36.6256 : 25%|██▌ | 1845/7316 [00:20<00:57, 95.66it/s] 9155 36.6256 : 25%|██▌ | 1856/7316 [00:21<01:03, 86.37it/s] 9175 26.0116 : 25%|██▌ | 1856/7316 [00:21<01:03, 86.37it/s] 9175 26.0116 : 26%|██▌ | 1866/7316 [00:21<01:03, 85.84it/s] 9175 26.0116 : 26%|██▌ | 1876/7316 [00:21<01:01, 88.43it/s] 9195 28.9009 : 26%|██▌ | 1876/7316 [00:21<01:01, 88.43it/s] 9195 28.9009 : 26%|██▌ | 1886/7316 [00:21<01:00, 89.57it/s] 9195 28.9009 : 26%|██▌ | 1896/7316 [00:21<00:59, 91.13it/s] 9215 27.2500 : 26%|██▌ | 1896/7316 [00:21<00:59, 91.13it/s] 9215 27.2500 : 26%|██▌ | 1906/7316 [00:21<00:59, 91.51it/s] 9215 27.2500 : 26%|██▌ | 1916/7316 [00:21<00:58, 91.65it/s] 9235 30.8933 : 26%|██▌ | 1916/7316 [00:21<00:58, 91.65it/s] 9235 30.8933 : 26%|██▋ | 1926/7316 [00:21<00:58, 92.56it/s] 9235 30.8933 : 26%|██▋ | 1937/7316 [00:21<00:56, 95.28it/s] 9255 30.7368 : 26%|██▋ | 1937/7316 [00:21<00:56, 95.28it/s] 9255 30.7368 : 27%|██▋ | 1948/7316 [00:22<00:54, 97.99it/s] 9255 30.7368 : 27%|██▋ | 1959/7316 [00:22<00:53, 100.55it/s] 9275 30.3629 : 27%|██▋ | 1959/7316 [00:22<00:53, 100.55it/s] 9275 30.3629 : 27%|██▋ | 1970/7316 [00:22<00:52, 101.97it/s] 9295 31.5478 : 27%|██▋ | 1970/7316 [00:22<00:52, 101.97it/s] 9295 31.5478 : 27%|██▋ | 1981/7316 [00:22<00:52, 101.59it/s] 9295 31.5478 : 27%|██▋ | 1992/7316 [00:22<01:06, 80.16it/s] 9315 37.8934 : 27%|██▋ | 1992/7316 [00:22<01:06, 80.16it/s] 9315 37.8934 : 27%|██▋ | 2001/7316 [00:22<01:17, 68.37it/s] 9315 37.8934 : 27%|██▋ | 2009/7316 [00:22<01:22, 64.40it/s] 9315 37.8934 : 28%|██▊ | 2016/7316 [00:23<01:21, 64.84it/s] 9335 27.0001 : 28%|██▊ | 2016/7316 [00:23<01:21, 64.84it/s] 9335 27.0001 : 28%|██▊ | 2024/7316 [00:23<01:18, 67.54it/s] 9335 27.0001 : 28%|██▊ | 2032/7316 [00:23<01:15, 70.22it/s] 9355 25.8054 : 28%|██▊ | 2032/7316 [00:23<01:15, 70.22it/s] 9355 25.8054 : 28%|██▊ | 2040/7316 [00:23<01:13, 71.35it/s] 9355 25.8054 : 28%|██▊ | 2048/7316 [00:23<01:12, 73.05it/s] 9355 25.8054 : 28%|██▊ | 2056/7316 [00:23<01:10, 74.46it/s] 9375 27.7965 : 28%|██▊ | 2056/7316 [00:23<01:10, 74.46it/s] 9375 27.7965 : 28%|██▊ | 2064/7316 [00:23<01:10, 74.11it/s] 9375 27.7965 : 28%|██▊ | 2072/7316 [00:23<01:09, 74.94it/s] 9395 28.0252 : 28%|██▊ | 2072/7316 [00:23<01:09, 74.94it/s] 9395 28.0252 : 28%|██▊ | 2081/7316 [00:23<01:08, 76.63it/s] 9395 28.0252 : 29%|██▊ | 2090/7316 [00:23<01:06, 78.84it/s] 9395 28.0252 : 29%|██▊ | 2099/7316 [00:24<01:03, 81.89it/s] 9415 27.5328 : 29%|██▊ | 2099/7316 [00:24<01:03, 81.89it/s] 9415 27.5328 : 29%|██▉ | 2108/7316 [00:24<01:01, 84.17it/s] 9415 27.5328 : 29%|██▉ | 2117/7316 [00:24<01:01, 85.10it/s] 9435 28.2145 : 29%|██▉ | 2117/7316 [00:24<01:01, 85.10it/s] 9435 28.2145 : 29%|██▉ | 2126/7316 [00:24<01:00, 86.24it/s] 9435 28.2145 : 29%|██▉ | 2135/7316 [00:24<01:00, 85.38it/s] 9455 30.9918 : 29%|██▉ | 2135/7316 [00:24<01:00, 85.38it/s] 9455 30.9918 : 29%|██▉ | 2144/7316 [00:24<01:06, 78.12it/s] 9455 30.9918 : 29%|██▉ | 2152/7316 [00:24<01:09, 74.64it/s] 9475 25.6516 : 29%|██▉ | 2152/7316 [00:24<01:09, 74.64it/s] 9475 25.6516 : 30%|██▉ | 2161/7316 [00:24<01:07, 76.50it/s] 9475 25.6516 : 30%|██▉ | 2171/7316 [00:24<01:02, 81.78it/s] 9495 27.7401 : 30%|██▉ | 2171/7316 [00:25<01:02, 81.78it/s] 9495 27.7401 : 30%|██▉ | 2182/7316 [00:25<00:58, 87.63it/s] 9495 27.7401 : 30%|██▉ | 2192/7316 [00:25<00:56, 90.53it/s] 9515 27.2082 : 30%|██▉ | 2192/7316 [00:25<00:56, 90.53it/s] 9515 27.2082 : 30%|███ | 2202/7316 [00:25<00:55, 92.57it/s] 9515 27.2082 : 30%|███ | 2212/7316 [00:25<00:54, 94.38it/s] 9535 27.0360 : 30%|███ | 2212/7316 [00:25<00:54, 94.38it/s] 9535 27.0360 : 30%|███ | 2222/7316 [00:25<00:53, 95.64it/s] 9535 27.0360 : 31%|███ | 2233/7316 [00:25<00:51, 97.77it/s] 9555 29.0093 : 31%|███ | 2233/7316 [00:25<00:51, 97.77it/s] 9555 29.0093 : 31%|███ | 2244/7316 [00:25<00:50, 99.57it/s] 9555 29.0093 : 31%|███ | 2255/7316 [00:25<00:49, 102.11it/s] 9575 27.7068 : 31%|███ | 2255/7316 [00:25<00:49, 102.11it/s] 9575 27.7068 : 31%|███ | 2267/7316 [00:25<00:48, 105.09it/s] 9575 27.7068 : 31%|███ | 2278/7316 [00:25<00:47, 105.86it/s] 9595 28.0891 : 31%|███ | 2278/7316 [00:26<00:47, 105.86it/s] 9595 28.0891 : 31%|███▏ | 2289/7316 [00:26<00:48, 103.10it/s] 9615 35.3863 : 31%|███▏ | 2289/7316 [00:26<00:48, 103.10it/s] 9615 35.3863 : 31%|███▏ | 2300/7316 [00:26<00:51, 96.48it/s] 9615 35.3863 : 32%|███▏ | 2311/7316 [00:26<00:50, 98.29it/s] 9635 27.1267 : 32%|███▏ | 2311/7316 [00:26<00:50, 98.29it/s] 9635 27.1267 : 32%|███▏ | 2324/7316 [00:26<00:47, 105.30it/s] 9635 27.1267 : 32%|███▏ | 2338/7316 [00:26<00:44, 112.66it/s] 9655 29.1498 : 32%|███▏ | 2338/7316 [00:26<00:44, 112.66it/s] 9655 29.1498 : 32%|███▏ | 2351/7316 [00:26<00:42, 116.68it/s] 9675 26.8970 : 32%|███▏ | 2351/7316 [00:26<00:42, 116.68it/s] 9675 26.8970 : 32%|███▏ | 2364/7316 [00:26<00:41, 118.69it/s] 9675 26.8970 : 32%|███▏ | 2377/7316 [00:26<00:40, 120.94it/s] 9695 29.9060 : 32%|███▏ | 2377/7316 [00:26<00:40, 120.94it/s] 9695 29.9060 : 33%|███▎ | 2391/7316 [00:26<00:39, 124.19it/s] 9715 30.6709 : 33%|███▎ | 2391/7316 [00:27<00:39, 124.19it/s] 9715 30.6709 : 33%|███▎ | 2405/7316 [00:27<00:38, 128.57it/s] 9735 29.2071 : 33%|███▎ | 2405/7316 [00:27<00:38, 128.57it/s] 9735 29.2071 : 33%|███▎ | 2420/7316 [00:27<00:37, 132.20it/s] 9735 29.2071 : 33%|███▎ | 2434/7316 [00:27<00:36, 132.59it/s] 9755 30.5574 : 33%|███▎ | 2434/7316 [00:27<00:36, 132.59it/s] 9755 30.5574 : 33%|███▎ | 2448/7316 [00:27<00:37, 129.18it/s] 9775 29.6141 : 33%|███▎ | 2448/7316 [00:27<00:37, 129.18it/s] 9775 29.6141 : 34%|███▎ | 2463/7316 [00:27<00:36, 132.85it/s] 9775 29.6141 : 34%|███▍ | 2479/7316 [00:27<00:34, 140.11it/s] 9795 27.7466 : 34%|███▍ | 2479/7316 [00:27<00:34, 140.11it/s] 9795 27.7466 : 34%|███▍ | 2495/7316 [00:27<00:33, 143.78it/s] 9815 25.7215 : 34%|███▍ | 2495/7316 [00:27<00:33, 143.78it/s] 9815 25.7215 : 34%|███▍ | 2511/7316 [00:27<00:32, 146.11it/s] 9835 27.6285 : 34%|███▍ | 2511/7316 [00:27<00:32, 146.11it/s] 9835 27.6285 : 35%|███▍ | 2526/7316 [00:27<00:32, 146.74it/s] 9855 26.9549 : 35%|███▍ | 2526/7316 [00:28<00:32, 146.74it/s] 9855 26.9549 : 35%|███▍ | 2542/7316 [00:28<00:31, 150.50it/s] 9855 26.9549 : 35%|███▍ | 2559/7316 [00:28<00:30, 155.93it/s] 9875 25.3429 : 35%|███▍ | 2559/7316 [00:28<00:30, 155.93it/s] 9875 25.3429 : 35%|███▌ | 2576/7316 [00:28<00:29, 158.95it/s] 9895 25.6374 : 35%|███▌ | 2576/7316 [00:28<00:29, 158.95it/s] 9895 25.6374 : 35%|███▌ | 2592/7316 [00:28<00:29, 157.91it/s] 9915 29.0618 : 35%|███▌ | 2592/7316 [00:28<00:29, 157.91it/s] 9915 29.0618 : 36%|███▌ | 2608/7316 [00:28<00:31, 150.61it/s] 9935 28.0695 : 36%|███▌ | 2608/7316 [00:28<00:31, 150.61it/s] 9935 28.0695 : 36%|███▌ | 2625/7316 [00:28<00:30, 154.62it/s] 9955 30.6196 : 36%|███▌ | 2625/7316 [00:28<00:30, 154.62it/s] 9955 30.6196 : 36%|███▌ | 2642/7316 [00:28<00:29, 158.44it/s] 9955 30.6196 : 36%|███▋ | 2659/7316 [00:28<00:29, 160.32it/s] 9975 32.7672 : 36%|███▋ | 2659/7316 [00:28<00:29, 160.32it/s] 9975 32.7672 : 37%|███▋ | 2676/7316 [00:28<00:29, 159.78it/s] 9995 31.3073 : 37%|███▋ | 2676/7316 [00:28<00:29, 159.78it/s] 9995 31.3073 : 37%|███▋ | 2693/7316 [00:28<00:28, 162.25it/s] 10015 27.7099 : 37%|███▋ | 2693/7316 [00:29<00:28, 162.25it/s] 10015 27.7099 : 37%|███▋ | 2711/7316 [00:29<00:27, 167.24it/s] 10035 28.5518 : 37%|███▋ | 2711/7316 [00:29<00:27, 167.24it/s] 10035 28.5518 : 37%|███▋ | 2729/7316 [00:29<00:27, 169.59it/s] 10055 27.3741 : 37%|███▋ | 2729/7316 [00:29<00:27, 169.59it/s] 10055 27.3741 : 38%|███▊ | 2746/7316 [00:29<00:27, 164.43it/s] 10075 29.1822 : 38%|███▊ | 2746/7316 [00:29<00:27, 164.43it/s] 10075 29.1822 : 38%|███▊ | 2763/7316 [00:29<00:31, 145.41it/s] 10075 29.1822 : 38%|███▊ | 2778/7316 [00:29<00:31, 143.32it/s] 10095 29.8165 : 38%|███▊ | 2778/7316 [00:29<00:31, 143.32it/s] 10095 29.8165 : 38%|███▊ | 2793/7316 [00:29<00:31, 142.39it/s] 10115 31.6210 : 38%|███▊ | 2793/7316 [00:29<00:31, 142.39it/s] 10115 31.6210 : 38%|███▊ | 2808/7316 [00:29<00:32, 140.63it/s] 10135 30.5305 : 38%|███▊ | 2808/7316 [00:29<00:32, 140.63it/s] 10135 30.5305 : 39%|███▊ | 2823/7316 [00:29<00:32, 137.38it/s] 10135 30.5305 : 39%|███▉ | 2837/7316 [00:29<00:32, 137.29it/s] 10155 29.5456 : 39%|███▉ | 2837/7316 [00:29<00:32, 137.29it/s] 10155 29.5456 : 39%|███▉ | 2852/7316 [00:30<00:31, 140.04it/s] 10175 29.3372 : 39%|███▉ | 2852/7316 [00:30<00:31, 140.04it/s] 10175 29.3372 : 39%|███▉ | 2868/7316 [00:30<00:31, 143.12it/s] 10195 26.9412 : 39%|███▉ | 2868/7316 [00:30<00:31, 143.12it/s] 10195 26.9412 : 39%|███▉ | 2883/7316 [00:30<00:30, 143.93it/s] 10195 26.9412 : 40%|███▉ | 2898/7316 [00:30<00:32, 137.69it/s] 10215 30.1554 : 40%|███▉ | 2898/7316 [00:30<00:32, 137.69it/s] 10215 30.1554 : 40%|███▉ | 2912/7316 [00:30<00:36, 122.06it/s] 10235 27.6560 : 40%|███▉ | 2912/7316 [00:30<00:36, 122.06it/s] 10235 27.6560 : 40%|███▉ | 2925/7316 [00:30<00:36, 119.35it/s] 10235 27.6560 : 40%|████ | 2938/7316 [00:30<00:36, 119.05it/s] 10255 28.5557 : 40%|████ | 2938/7316 [00:30<00:36, 119.05it/s] 10255 28.5557 : 40%|████ | 2951/7316 [00:30<00:37, 117.53it/s] 10275 28.4201 : 40%|████ | 2951/7316 [00:30<00:37, 117.53it/s] 10275 28.4201 : 41%|████ | 2963/7316 [00:30<00:37, 115.17it/s] 10275 28.4201 : 41%|████ | 2975/7316 [00:31<00:38, 113.30it/s] 10295 29.9220 : 41%|████ | 2975/7316 [00:31<00:38, 113.30it/s] 10295 29.9220 : 41%|████ | 2987/7316 [00:31<00:38, 113.21it/s] 10295 29.9220 : 41%|████ | 2999/7316 [00:31<00:37, 114.07it/s] 10315 28.7217 : 41%|████ | 2999/7316 [00:31<00:37, 114.07it/s] 10315 28.7217 : 41%|████ | 3012/7316 [00:31<00:36, 117.02it/s] 10335 28.9065 : 41%|████ | 3012/7316 [00:31<00:36, 117.02it/s] 10335 28.9065 : 41%|████▏ | 3025/7316 [00:31<00:36, 118.53it/s] 10335 28.9065 : 42%|████▏ | 3038/7316 [00:31<00:35, 119.21it/s] 10355 31.1408 : 42%|████▏ | 3038/7316 [00:31<00:35, 119.21it/s] 10355 31.1408 : 42%|████▏ | 3050/7316 [00:31<00:37, 113.38it/s] 10375 27.2475 : 42%|████▏ | 3050/7316 [00:31<00:37, 113.38it/s] 10375 27.2475 : 42%|████▏ | 3062/7316 [00:31<00:43, 98.69it/s] 10375 27.2475 : 42%|████▏ | 3073/7316 [00:32<00:43, 96.55it/s] 10395 27.9703 : 42%|████▏ | 3073/7316 [00:32<00:43, 96.55it/s] 10395 27.9703 : 42%|████▏ | 3084/7316 [00:32<00:43, 97.55it/s] 10395 27.9703 : 42%|████▏ | 3094/7316 [00:32<00:43, 97.52it/s] 10415 28.6432 : 42%|████▏ | 3094/7316 [00:32<00:43, 97.52it/s] 10415 28.6432 : 42%|████▏ | 3104/7316 [00:32<00:43, 96.73it/s] 10415 28.6432 : 43%|████▎ | 3114/7316 [00:32<00:44, 95.16it/s] 10435 28.7887 : 43%|████▎ | 3114/7316 [00:32<00:44, 95.16it/s] 10435 28.7887 : 43%|████▎ | 3124/7316 [00:32<00:45, 92.95it/s] 10435 28.7887 : 43%|████▎ | 3134/7316 [00:32<00:45, 92.50it/s] 10455 27.9239 : 43%|████▎ | 3134/7316 [00:32<00:45, 92.50it/s] 10455 27.9239 : 43%|████▎ | 3144/7316 [00:32<00:45, 92.57it/s] 10455 27.9239 : 43%|████▎ | 3155/7316 [00:32<00:43, 94.97it/s] 10475 28.2531 : 43%|████▎ | 3155/7316 [00:32<00:43, 94.97it/s] 10475 28.2531 : 43%|████▎ | 3166/7316 [00:33<00:42, 96.63it/s] 10475 28.2531 : 43%|████▎ | 3176/7316 [00:33<00:42, 97.54it/s] 10495 26.5038 : 43%|████▎ | 3176/7316 [00:33<00:42, 97.54it/s] 10495 26.5038 : 44%|████▎ | 3186/7316 [00:33<00:42, 97.11it/s] 10495 26.5038 : 44%|████▎ | 3196/7316 [00:33<00:42, 97.21it/s] 10515 30.2180 : 44%|████▎ | 3196/7316 [00:33<00:42, 97.21it/s] 10515 30.2180 : 44%|████▍ | 3206/7316 [00:33<00:46, 88.74it/s] 10515 30.2180 : 44%|████▍ | 3216/7316 [00:33<00:49, 82.38it/s] 10535 29.5503 : 44%|████▍ | 3216/7316 [00:33<00:49, 82.38it/s] 10535 29.5503 : 44%|████▍ | 3225/7316 [00:33<00:48, 83.79it/s] 10535 29.5503 : 44%|████▍ | 3235/7316 [00:33<00:46, 87.91it/s] 10555 27.0572 : 44%|████▍ | 3235/7316 [00:33<00:46, 87.91it/s] 10555 27.0572 : 44%|████▍ | 3246/7316 [00:33<00:43, 93.08it/s] 10555 27.0572 : 45%|████▍ | 3257/7316 [00:34<00:42, 95.66it/s] 10575 28.0620 : 45%|████▍ | 3257/7316 [00:34<00:42, 95.66it/s] 10575 28.0620 : 45%|████▍ | 3267/7316 [00:34<00:42, 96.19it/s] 10575 28.0620 : 45%|████▍ | 3277/7316 [00:34<00:42, 95.76it/s] 10595 29.6874 : 45%|████▍ | 3277/7316 [00:34<00:42, 95.76it/s] 10595 29.6874 : 45%|████▍ | 3287/7316 [00:34<00:42, 95.81it/s] 10595 29.6874 : 45%|████▌ | 3297/7316 [00:34<00:41, 96.50it/s] 10615 26.7373 : 45%|████▌ | 3297/7316 [00:34<00:41, 96.50it/s] 10615 26.7373 : 45%|████▌ | 3307/7316 [00:34<00:41, 96.23it/s] 10615 26.7373 : 45%|████▌ | 3318/7316 [00:34<00:40, 98.46it/s] 10635 24.3856 : 45%|████▌ | 3318/7316 [00:34<00:40, 98.46it/s] 10635 24.3856 : 46%|████▌ | 3329/7316 [00:34<00:39, 100.58it/s] 10655 25.7686 : 46%|████▌ | 3329/7316 [00:34<00:39, 100.58it/s] 10655 25.7686 : 46%|████▌ | 3340/7316 [00:34<00:39, 100.39it/s] 10655 25.7686 : 46%|████▌ | 3351/7316 [00:34<00:39, 99.49it/s] 10675 32.9688 : 46%|████▌ | 3351/7316 [00:35<00:39, 99.49it/s] 10675 32.9688 : 46%|████▌ | 3361/7316 [00:35<00:42, 92.42it/s] 10675 32.9688 : 46%|████▌ | 3371/7316 [00:35<00:42, 91.86it/s] 10695 28.2079 : 46%|████▌ | 3371/7316 [00:35<00:42, 91.86it/s] 10695 28.2079 : 46%|████▌ | 3383/7316 [00:35<00:40, 97.81it/s] 10695 28.2079 : 46%|████▋ | 3396/7316 [00:35<00:37, 105.11it/s] 10715 27.3966 : 46%|████▋ | 3396/7316 [00:35<00:37, 105.11it/s] 10715 27.3966 : 47%|████▋ | 3408/7316 [00:35<00:35, 108.99it/s] 10735 29.8926 : 47%|████▋ | 3408/7316 [00:35<00:35, 108.99it/s] 10735 29.8926 : 47%|████▋ | 3420/7316 [00:35<00:35, 110.41it/s] 10735 29.8926 : 47%|████▋ | 3432/7316 [00:35<00:35, 110.70it/s] 10755 28.4150 : 47%|████▋ | 3432/7316 [00:35<00:35, 110.70it/s] 10755 28.4150 : 47%|████▋ | 3444/7316 [00:35<00:34, 110.99it/s] 10755 28.4150 : 47%|████▋ | 3456/7316 [00:35<00:34, 112.00it/s] 10775 28.1555 : 47%|████▋ | 3456/7316 [00:35<00:34, 112.00it/s] 10775 28.1555 : 47%|████▋ | 3468/7316 [00:36<00:33, 113.69it/s] 10795 26.9669 : 47%|████▋ | 3468/7316 [00:36<00:33, 113.69it/s] 10795 26.9669 : 48%|████▊ | 3481/7316 [00:36<00:33, 116.13it/s] 10795 26.9669 : 48%|████▊ | 3493/7316 [00:36<00:32, 116.91it/s] 10815 25.9614 : 48%|████▊ | 3493/7316 [00:36<00:32, 116.91it/s] 10815 25.9614 : 48%|████▊ | 3505/7316 [00:36<00:32, 115.94it/s] 10815 25.9614 : 48%|████▊ | 3517/7316 [00:36<00:34, 108.89it/s] 10835 30.1669 : 48%|████▊ | 3517/7316 [00:36<00:34, 108.89it/s] 10835 30.1669 : 48%|████▊ | 3529/7316 [00:36<00:33, 111.47it/s] 10855 30.5352 : 48%|████▊ | 3529/7316 [00:36<00:33, 111.47it/s] 10855 30.5352 : 48%|████▊ | 3543/7316 [00:36<00:31, 118.93it/s] 10855 30.5352 : 49%|████▊ | 3558/7316 [00:36<00:29, 125.75it/s] 10875 30.1797 : 49%|████▊ | 3558/7316 [00:36<00:29, 125.75it/s] 10875 30.1797 : 49%|████▉ | 3572/7316 [00:36<00:29, 128.90it/s] 10895 29.6786 : 49%|████▉ | 3572/7316 [00:36<00:29, 128.90it/s] 10895 29.6786 : 49%|████▉ | 3586/7316 [00:37<00:28, 129.22it/s] 10915 31.3512 : 49%|████▉ | 3586/7316 [00:37<00:28, 129.22it/s] 10915 31.3512 : 49%|████▉ | 3600/7316 [00:37<00:28, 129.59it/s] 10915 31.3512 : 49%|████▉ | 3614/7316 [00:37<00:28, 132.07it/s] 10935 29.7896 : 49%|████▉ | 3614/7316 [00:37<00:28, 132.07it/s] 10935 29.7896 : 50%|████▉ | 3629/7316 [00:37<00:27, 134.83it/s] 10955 29.3857 : 50%|████▉ | 3629/7316 [00:37<00:27, 134.83it/s] 10955 29.3857 : 50%|████▉ | 3644/7316 [00:37<00:26, 136.40it/s] 10955 29.3857 : 50%|█████ | 3658/7316 [00:37<00:27, 135.37it/s] 10975 36.1427 : 50%|█████ | 3658/7316 [00:37<00:27, 135.37it/s] 10975 36.1427 : 50%|█████ | 3672/7316 [00:37<00:29, 121.91it/s] 10995 31.3261 : 50%|█████ | 3672/7316 [00:37<00:29, 121.91it/s] 10995 31.3261 : 50%|█████ | 3685/7316 [00:37<00:29, 123.20it/s] 11015 28.7644 : 50%|█████ | 3685/7316 [00:37<00:29, 123.20it/s] 11015 28.7644 : 51%|█████ | 3700/7316 [00:37<00:28, 128.74it/s] 11015 28.7644 : 51%|█████ | 3715/7316 [00:37<00:27, 133.28it/s] 11035 31.5961 : 51%|█████ | 3715/7316 [00:38<00:27, 133.28it/s] 11035 31.5961 : 51%|█████ | 3729/7316 [00:38<00:26, 133.78it/s] 11055 32.0743 : 51%|█████ | 3729/7316 [00:38<00:26, 133.78it/s] 11055 32.0743 : 51%|█████ | 3743/7316 [00:38<00:26, 133.84it/s] 11055 32.0743 : 51%|█████▏ | 3757/7316 [00:38<00:26, 134.32it/s] 11075 29.5606 : 51%|█████▏ | 3757/7316 [00:38<00:26, 134.32it/s] 11075 29.5606 : 52%|█████▏ | 3772/7316 [00:38<00:25, 136.99it/s] 11095 28.6080 : 52%|█████▏ | 3772/7316 [00:38<00:25, 136.99it/s] 11095 28.6080 : 52%|█████▏ | 3787/7316 [00:38<00:25, 139.87it/s] 11115 29.0610 : 52%|█████▏ | 3787/7316 [00:38<00:25, 139.87it/s] 11115 29.0610 : 52%|█████▏ | 3802/7316 [00:38<00:25, 140.04it/s] 11115 29.0610 : 52%|█████▏ | 3817/7316 [00:38<00:27, 129.09it/s] 11135 38.2318 : 52%|█████▏ | 3817/7316 [00:38<00:27, 129.09it/s] 11135 38.2318 : 52%|█████▏ | 3831/7316 [00:38<00:29, 117.39it/s] 11155 31.7523 : 52%|█████▏ | 3831/7316 [00:38<00:29, 117.39it/s] 11155 31.7523 : 53%|█████▎ | 3844/7316 [00:38<00:29, 118.56it/s] 11155 31.7523 : 53%|█████▎ | 3857/7316 [00:39<00:28, 121.25it/s] 11175 30.6203 : 53%|█████▎ | 3857/7316 [00:39<00:28, 121.25it/s] 11175 30.6203 : 53%|█████▎ | 3870/7316 [00:39<00:28, 122.67it/s] 11195 27.3690 : 53%|█████▎ | 3870/7316 [00:39<00:28, 122.67it/s] 11195 27.3690 : 53%|█████▎ | 3883/7316 [00:39<00:27, 123.25it/s] 11195 27.3690 : 53%|█████▎ | 3896/7316 [00:39<00:27, 123.17it/s] 11215 29.2684 : 53%|█████▎ | 3896/7316 [00:39<00:27, 123.17it/s] 11215 29.2684 : 53%|█████▎ | 3909/7316 [00:39<00:27, 124.21it/s] 11235 28.7396 : 53%|█████▎ | 3909/7316 [00:39<00:27, 124.21it/s] 11235 28.7396 : 54%|█████▎ | 3923/7316 [00:39<00:26, 126.05it/s] 11235 28.7396 : 54%|█████▍ | 3937/7316 [00:39<00:26, 129.66it/s] 11255 29.2448 : 54%|█████▍ | 3937/7316 [00:39<00:26, 129.66it/s] 11255 29.2448 : 54%|█████▍ | 3951/7316 [00:39<00:25, 131.03it/s] 11275 28.9822 : 54%|█████▍ | 3951/7316 [00:39<00:25, 131.03it/s] 11275 28.9822 : 54%|█████▍ | 3965/7316 [00:39<00:26, 124.58it/s] 11275 28.9822 : 54%|█████▍ | 3978/7316 [00:40<00:32, 102.38it/s] 11295 32.5398 : 54%|█████▍ | 3978/7316 [00:40<00:32, 102.38it/s] 11295 32.5398 : 55%|█████▍ | 3989/7316 [00:40<00:33, 99.49it/s] 11315 28.5290 : 55%|█████▍ | 3989/7316 [00:40<00:33, 99.49it/s] 11315 28.5290 : 55%|█████▍ | 4000/7316 [00:40<00:33, 100.27it/s] 11315 28.5290 : 55%|█████▍ | 4011/7316 [00:40<00:32, 102.31it/s] 11335 31.0907 : 55%|█████▍ | 4011/7316 [00:40<00:32, 102.31it/s] 11335 31.0907 : 55%|█████▍ | 4022/7316 [00:40<00:32, 101.93it/s] 11335 31.0907 : 55%|█████▌ | 4033/7316 [00:40<00:32, 101.35it/s] 11355 31.2918 : 55%|█████▌ | 4033/7316 [00:40<00:32, 101.35it/s] 11355 31.2918 : 55%|█████▌ | 4044/7316 [00:40<00:32, 100.37it/s] 11355 31.2918 : 55%|█████▌ | 4055/7316 [00:40<00:32, 100.94it/s] 11375 30.7126 : 55%|█████▌ | 4055/7316 [00:40<00:32, 100.94it/s] 11375 30.7126 : 56%|█████▌ | 4066/7316 [00:41<00:31, 103.02it/s] 11375 30.7126 : 56%|█████▌ | 4078/7316 [00:41<00:30, 106.08it/s] 11395 30.3055 : 56%|█████▌ | 4078/7316 [00:41<00:30, 106.08it/s] 11395 30.3055 : 56%|█████▌ | 4090/7316 [00:41<00:29, 109.74it/s] 11415 29.7596 : 56%|█████▌ | 4090/7316 [00:41<00:29, 109.74it/s] 11415 29.7596 : 56%|█████▌ | 4102/7316 [00:41<00:29, 110.58it/s] 11415 29.7596 : 56%|█████▌ | 4114/7316 [00:41<00:29, 110.38it/s] 11435 31.7658 : 56%|█████▌ | 4114/7316 [00:41<00:29, 110.38it/s] 11435 31.7658 : 56%|█████▋ | 4126/7316 [00:41<00:36, 87.12it/s] 11435 31.7658 : 57%|█████▋ | 4136/7316 [00:41<00:39, 80.23it/s] 11455 30.5839 : 57%|█████▋ | 4136/7316 [00:41<00:39, 80.23it/s] 11455 30.5839 : 57%|█████▋ | 4145/7316 [00:41<00:39, 79.72it/s] 11455 30.5839 : 57%|█████▋ | 4154/7316 [00:42<00:38, 81.08it/s] 11475 28.0740 : 57%|█████▋ | 4154/7316 [00:42<00:38, 81.08it/s] 11475 28.0740 : 57%|█████▋ | 4163/7316 [00:42<00:37, 83.14it/s] 11475 28.0740 : 57%|█████▋ | 4172/7316 [00:42<00:37, 83.84it/s] 11495 28.2070 : 57%|█████▋ | 4172/7316 [00:42<00:37, 83.84it/s] 11495 28.2070 : 57%|█████▋ | 4181/7316 [00:42<00:37, 83.98it/s] 11495 28.2070 : 57%|█████▋ | 4190/7316 [00:42<00:36, 84.70it/s] 11495 28.2070 : 57%|█████▋ | 4199/7316 [00:42<00:37, 83.87it/s] 11515 27.4035 : 57%|█████▋ | 4199/7316 [00:42<00:37, 83.87it/s] 11515 27.4035 : 58%|█████▊ | 4208/7316 [00:42<00:36, 84.95it/s] 11515 27.4035 : 58%|█████▊ | 4217/7316 [00:42<00:35, 86.16it/s] 11535 28.3302 : 58%|█████▊ | 4217/7316 [00:42<00:35, 86.16it/s] 11535 28.3302 : 58%|█████▊ | 4227/7316 [00:42<00:34, 88.33it/s] 11535 28.3302 : 58%|█████▊ | 4237/7316 [00:42<00:33, 91.60it/s] 11555 28.5168 : 58%|█████▊ | 4237/7316 [00:42<00:33, 91.60it/s] 11555 28.5168 : 58%|█████▊ | 4247/7316 [00:43<00:32, 93.50it/s] 11555 28.5168 : 58%|█████▊ | 4257/7316 [00:43<00:32, 93.12it/s] 11575 28.7663 : 58%|█████▊ | 4257/7316 [00:43<00:32, 93.12it/s] 11575 28.7663 : 58%|█████▊ | 4267/7316 [00:43<00:33, 91.50it/s] 11575 28.7663 : 58%|█████▊ | 4277/7316 [00:43<00:38, 79.01it/s] 11595 28.0026 : 58%|█████▊ | 4277/7316 [00:43<00:38, 79.01it/s] 11595 28.0026 : 59%|█████▊ | 4286/7316 [00:43<00:40, 75.31it/s] 11595 28.0026 : 59%|█████▊ | 4294/7316 [00:43<00:39, 76.03it/s] 11615 27.9741 : 59%|█████▊ | 4294/7316 [00:43<00:39, 76.03it/s] 11615 27.9741 : 59%|█████▉ | 4303/7316 [00:43<00:38, 78.03it/s] 11615 27.9741 : 59%|█████▉ | 4312/7316 [00:43<00:37, 80.09it/s] 11635 29.3415 : 59%|█████▉ | 4312/7316 [00:43<00:37, 80.09it/s] 11635 29.3415 : 59%|█████▉ | 4321/7316 [00:43<00:36, 81.66it/s] 11635 29.3415 : 59%|█████▉ | 4330/7316 [00:44<00:36, 82.03it/s] 11635 29.3415 : 59%|█████▉ | 4339/7316 [00:44<00:36, 81.71it/s] 11655 28.4516 : 59%|█████▉ | 4339/7316 [00:44<00:36, 81.71it/s] 11655 28.4516 : 59%|█████▉ | 4348/7316 [00:44<00:36, 81.29it/s] 11655 28.4516 : 60%|█████▉ | 4357/7316 [00:44<00:36, 81.05it/s] 11675 26.7269 : 60%|█████▉ | 4357/7316 [00:44<00:36, 81.05it/s] 11675 26.7269 : 60%|█████▉ | 4366/7316 [00:44<00:35, 82.02it/s] 11675 26.7269 : 60%|█████▉ | 4375/7316 [00:44<00:35, 83.58it/s] 11695 26.4347 : 60%|█████▉ | 4375/7316 [00:44<00:35, 83.58it/s] 11695 26.4347 : 60%|█████▉ | 4384/7316 [00:44<00:34, 85.24it/s] 11695 26.4347 : 60%|██████ | 4394/7316 [00:44<00:33, 86.82it/s] 11715 27.9607 : 60%|██████ | 4394/7316 [00:44<00:33, 86.82it/s] 11715 27.9607 : 60%|██████ | 4403/7316 [00:44<00:33, 86.78it/s] 11715 27.9607 : 60%|██████ | 4412/7316 [00:45<00:33, 85.76it/s] 11735 25.3330 : 60%|██████ | 4412/7316 [00:45<00:33, 85.76it/s] 11735 25.3330 : 60%|██████ | 4421/7316 [00:45<00:35, 82.23it/s] 11735 25.3330 : 61%|██████ | 4430/7316 [00:45<00:38, 75.75it/s] 11735 25.3330 : 61%|██████ | 4438/7316 [00:45<00:38, 75.52it/s] 11755 30.9603 : 61%|██████ | 4438/7316 [00:45<00:38, 75.52it/s] 11755 30.9603 : 61%|██████ | 4447/7316 [00:45<00:36, 78.40it/s] 11755 30.9603 : 61%|██████ | 4457/7316 [00:45<00:34, 82.62it/s] 11775 27.4254 : 61%|██████ | 4457/7316 [00:45<00:34, 82.62it/s] 11775 27.4254 : 61%|██████ | 4467/7316 [00:45<00:33, 86.03it/s] 11775 27.4254 : 61%|██████ | 4476/7316 [00:45<00:32, 86.97it/s] 11795 31.0860 : 61%|██████ | 4476/7316 [00:45<00:32, 86.97it/s] 11795 31.0860 : 61%|██████▏ | 4485/7316 [00:45<00:32, 87.39it/s] 11795 31.0860 : 61%|██████▏ | 4494/7316 [00:46<00:32, 86.81it/s] 11815 32.7589 : 61%|██████▏ | 4494/7316 [00:46<00:32, 86.81it/s] 11815 32.7589 : 62%|██████▏ | 4503/7316 [00:46<00:32, 86.01it/s] 11815 32.7589 : 62%|██████▏ | 4512/7316 [00:46<00:32, 87.06it/s] 11835 30.2863 : 62%|██████▏ | 4512/7316 [00:46<00:32, 87.06it/s] 11835 30.2863 : 62%|██████▏ | 4521/7316 [00:46<00:31, 87.70it/s] 11835 30.2863 : 62%|██████▏ | 4531/7316 [00:46<00:31, 89.84it/s] 11855 27.7321 : 62%|██████▏ | 4531/7316 [00:46<00:31, 89.84it/s] 11855 27.7321 : 62%|██████▏ | 4541/7316 [00:46<00:30, 91.75it/s] 11855 27.7321 : 62%|██████▏ | 4551/7316 [00:46<00:29, 93.88it/s] 11875 28.6496 : 62%|██████▏ | 4551/7316 [00:46<00:29, 93.88it/s] 11875 28.6496 : 62%|██████▏ | 4561/7316 [00:46<00:29, 92.72it/s] 11875 28.6496 : 62%|██████▏ | 4571/7316 [00:46<00:30, 90.18it/s] 11895 31.8982 : 62%|██████▏ | 4571/7316 [00:47<00:30, 90.18it/s] 11895 31.8982 : 63%|██████▎ | 4581/7316 [00:47<00:33, 82.86it/s] 11895 31.8982 : 63%|██████▎ | 4590/7316 [00:47<00:32, 82.90it/s] 11915 28.3240 : 63%|██████▎ | 4590/7316 [00:47<00:32, 82.90it/s] 11915 28.3240 : 63%|██████▎ | 4600/7316 [00:47<00:31, 86.22it/s] 11915 28.3240 : 63%|██████▎ | 4610/7316 [00:47<00:30, 89.74it/s] 11935 28.9876 : 63%|██████▎ | 4610/7316 [00:47<00:30, 89.74it/s] 11935 28.9876 : 63%|██████▎ | 4620/7316 [00:47<00:29, 92.47it/s] 11935 28.9876 : 63%|██████▎ | 4630/7316 [00:47<00:28, 93.40it/s] 11955 28.9250 : 63%|██████▎ | 4630/7316 [00:47<00:28, 93.40it/s] 11955 28.9250 : 63%|██████▎ | 4640/7316 [00:47<00:28, 94.36it/s] 11955 28.9250 : 64%|██████▎ | 4650/7316 [00:47<00:28, 93.59it/s] 11975 25.7178 : 64%|██████▎ | 4650/7316 [00:47<00:28, 93.59it/s] 11975 25.7178 : 64%|██████▎ | 4660/7316 [00:47<00:28, 93.53it/s] 11975 25.7178 : 64%|██████▍ | 4670/7316 [00:47<00:28, 94.02it/s] 11995 28.5102 : 64%|██████▍ | 4670/7316 [00:48<00:28, 94.02it/s] 11995 28.5102 : 64%|██████▍ | 4680/7316 [00:48<00:27, 95.22it/s] 11995 28.5102 : 64%|██████▍ | 4691/7316 [00:48<00:26, 97.49it/s] 12015 28.3681 : 64%|██████▍ | 4691/7316 [00:48<00:26, 97.49it/s] 12015 28.3681 : 64%|██████▍ | 4701/7316 [00:48<00:26, 98.16it/s] 12015 28.3681 : 64%|██████▍ | 4711/7316 [00:48<00:26, 98.30it/s] 12035 29.1971 : 64%|██████▍ | 4711/7316 [00:48<00:26, 98.30it/s] 12035 29.1971 : 65%|██████▍ | 4721/7316 [00:48<00:27, 95.61it/s] 12035 29.1971 : 65%|██████▍ | 4731/7316 [00:48<00:29, 88.39it/s] 12055 28.9915 : 65%|██████▍ | 4731/7316 [00:48<00:29, 88.39it/s] 12055 28.9915 : 65%|██████▍ | 4740/7316 [00:48<00:30, 85.78it/s] 12055 28.9915 : 65%|██████▍ | 4750/7316 [00:48<00:28, 88.54it/s] 12075 30.9329 : 65%|██████▍ | 4750/7316 [00:48<00:28, 88.54it/s] 12075 30.9329 : 65%|██████▌ | 4761/7316 [00:48<00:27, 92.05it/s] 12075 30.9329 : 65%|██████▌ | 4771/7316 [00:49<00:27, 94.25it/s] 12095 29.3563 : 65%|██████▌ | 4771/7316 [00:49<00:27, 94.25it/s] 12095 29.3563 : 65%|██████▌ | 4781/7316 [00:49<00:26, 94.66it/s] 12095 29.3563 : 65%|██████▌ | 4791/7316 [00:49<00:26, 95.29it/s] 12115 30.9972 : 65%|██████▌ | 4791/7316 [00:49<00:26, 95.29it/s] 12115 30.9972 : 66%|██████▌ | 4801/7316 [00:49<00:26, 93.65it/s] 12115 30.9972 : 66%|██████▌ | 4811/7316 [00:49<00:26, 93.59it/s] 12135 29.0144 : 66%|██████▌ | 4811/7316 [00:49<00:26, 93.59it/s] 12135 29.0144 : 66%|██████▌ | 4821/7316 [00:49<00:26, 94.18it/s] 12135 29.0144 : 66%|██████▌ | 4831/7316 [00:49<00:25, 95.65it/s] 12155 28.3114 : 66%|██████▌ | 4831/7316 [00:49<00:25, 95.65it/s] 12155 28.3114 : 66%|██████▌ | 4842/7316 [00:49<00:25, 97.12it/s] 12155 28.3114 : 66%|██████▋ | 4853/7316 [00:49<00:24, 98.56it/s] 12175 28.7676 : 66%|██████▋ | 4853/7316 [00:49<00:24, 98.56it/s] 12175 28.7676 : 66%|██████▋ | 4863/7316 [00:50<00:25, 97.22it/s] 12175 28.7676 : 67%|██████▋ | 4873/7316 [00:50<00:25, 95.59it/s] 12195 34.2166 : 67%|██████▋ | 4873/7316 [00:50<00:25, 95.59it/s] 12195 34.2166 : 67%|██████▋ | 4883/7316 [00:50<00:27, 88.25it/s] 12195 34.2166 : 67%|██████▋ | 4892/7316 [00:50<00:28, 85.23it/s] 12215 28.9520 : 67%|██████▋ | 4892/7316 [00:50<00:28, 85.23it/s] 12215 28.9520 : 67%|██████▋ | 4902/7316 [00:50<00:27, 86.86it/s] 12215 28.9520 : 67%|██████▋ | 4913/7316 [00:50<00:26, 90.76it/s] 12235 29.0938 : 67%|██████▋ | 4913/7316 [00:50<00:26, 90.76it/s] 12235 29.0938 : 67%|██████▋ | 4923/7316 [00:50<00:25, 93.31it/s] 12235 29.0938 : 67%|██████▋ | 4933/7316 [00:50<00:25, 93.63it/s] 12255 30.2466 : 67%|██████▋ | 4933/7316 [00:50<00:25, 93.63it/s] 12255 30.2466 : 68%|██████▊ | 4943/7316 [00:50<00:25, 91.96it/s] 12255 30.2466 : 68%|██████▊ | 4953/7316 [00:51<00:26, 90.27it/s] 12275 27.9655 : 68%|██████▊ | 4953/7316 [00:51<00:26, 90.27it/s] 12275 27.9655 : 68%|██████▊ | 4963/7316 [00:51<00:26, 89.54it/s] 12275 27.9655 : 68%|██████▊ | 4973/7316 [00:51<00:25, 90.83it/s] 12295 30.6475 : 68%|██████▊ | 4973/7316 [00:51<00:25, 90.83it/s] 12295 30.6475 : 68%|██████▊ | 4983/7316 [00:51<00:25, 91.78it/s] 12295 30.6475 : 68%|██████▊ | 4994/7316 [00:51<00:24, 94.31it/s] 12315 28.2819 : 68%|██████▊ | 4994/7316 [00:51<00:24, 94.31it/s] 12315 28.2819 : 68%|██████▊ | 5005/7316 [00:51<00:24, 96.21it/s] 12315 28.2819 : 69%|██████▊ | 5015/7316 [00:51<00:23, 96.15it/s] 12335 26.8471 : 69%|██████▊ | 5015/7316 [00:51<00:23, 96.15it/s] 12335 26.8471 : 69%|██████▊ | 5025/7316 [00:51<00:23, 95.58it/s] 12335 26.8471 : 69%|██████▉ | 5035/7316 [00:51<00:26, 86.81it/s] 12355 28.2846 : 69%|██████▉ | 5035/7316 [00:52<00:26, 86.81it/s] 12355 28.2846 : 69%|██████▉ | 5044/7316 [00:52<00:27, 81.83it/s] 12355 28.2846 : 69%|██████▉ | 5053/7316 [00:52<00:27, 83.59it/s] 12375 26.8190 : 69%|██████▉ | 5053/7316 [00:52<00:27, 83.59it/s] 12375 26.8190 : 69%|██████▉ | 5063/7316 [00:52<00:26, 85.43it/s] 12375 26.8190 : 69%|██████▉ | 5073/7316 [00:52<00:25, 87.59it/s] 12395 27.5324 : 69%|██████▉ | 5073/7316 [00:52<00:25, 87.59it/s] 12395 27.5324 : 69%|██████▉ | 5082/7316 [00:52<00:25, 87.44it/s] 12395 27.5324 : 70%|██████▉ | 5091/7316 [00:52<00:25, 86.18it/s] 12415 24.8277 : 70%|██████▉ | 5091/7316 [00:52<00:25, 86.18it/s] 12415 24.8277 : 70%|██████▉ | 5100/7316 [00:52<00:26, 84.83it/s] 12415 24.8277 : 70%|██████▉ | 5109/7316 [00:52<00:26, 83.12it/s] 12415 24.8277 : 70%|██████▉ | 5118/7316 [00:52<00:26, 83.20it/s] 12435 25.8452 : 70%|██████▉ | 5118/7316 [00:52<00:26, 83.20it/s] 12435 25.8452 : 70%|███████ | 5127/7316 [00:53<00:26, 83.59it/s] 12435 25.8452 : 70%|███████ | 5136/7316 [00:53<00:25, 84.09it/s] 12455 26.6839 : 70%|███████ | 5136/7316 [00:53<00:25, 84.09it/s] 12455 26.6839 : 70%|███████ | 5145/7316 [00:53<00:25, 85.66it/s] 12455 26.6839 : 70%|███████ | 5155/7316 [00:53<00:24, 87.58it/s] 12475 26.1938 : 70%|███████ | 5155/7316 [00:53<00:24, 87.58it/s] 12475 26.1938 : 71%|███████ | 5164/7316 [00:53<00:24, 87.95it/s] 12475 26.1938 : 71%|███████ | 5173/7316 [00:53<00:24, 86.92it/s] 12495 25.8568 : 71%|███████ | 5173/7316 [00:53<00:24, 86.92it/s] 12495 25.8568 : 71%|███████ | 5182/7316 [00:53<00:25, 84.79it/s] 12495 25.8568 : 71%|███████ | 5191/7316 [00:53<00:27, 76.41it/s] 12495 25.8568 : 71%|███████ | 5199/7316 [00:53<00:28, 75.60it/s] 12515 28.4545 : 71%|███████ | 5199/7316 [00:53<00:28, 75.60it/s] 12515 28.4545 : 71%|███████ | 5207/7316 [00:54<00:27, 76.75it/s] 12515 28.4545 : 71%|███████▏ | 5216/7316 [00:54<00:26, 79.72it/s] 12535 26.6359 : 71%|███████▏ | 5216/7316 [00:54<00:26, 79.72it/s] 12535 26.6359 : 71%|███████▏ | 5225/7316 [00:54<00:25, 82.08it/s] 12535 26.6359 : 72%|███████▏ | 5234/7316 [00:54<00:25, 82.89it/s] 12555 26.1994 : 72%|███████▏ | 5234/7316 [00:54<00:25, 82.89it/s] 12555 26.1994 : 72%|███████▏ | 5243/7316 [00:54<00:25, 82.06it/s] 12555 26.1994 : 72%|███████▏ | 5252/7316 [00:54<00:25, 81.26it/s] 12575 28.5831 : 72%|███████▏ | 5252/7316 [00:54<00:25, 81.26it/s] 12575 28.5831 : 72%|███████▏ | 5261/7316 [00:54<00:25, 79.66it/s] 12575 28.5831 : 72%|███████▏ | 5269/7316 [00:54<00:25, 79.54it/s] 12575 28.5831 : 72%|███████▏ | 5278/7316 [00:54<00:25, 80.02it/s] 12595 26.3832 : 72%|███████▏ | 5278/7316 [00:54<00:25, 80.02it/s] 12595 26.3832 : 72%|███████▏ | 5287/7316 [00:55<00:25, 80.79it/s] 12595 26.3832 : 72%|███████▏ | 5296/7316 [00:55<00:24, 81.81it/s] 12615 25.8988 : 72%|███████▏ | 5296/7316 [00:55<00:24, 81.81it/s] 12615 25.8988 : 73%|███████▎ | 5305/7316 [00:55<00:24, 83.75it/s] 12615 25.8988 : 73%|███████▎ | 5314/7316 [00:55<00:23, 84.61it/s] 12635 27.5005 : 73%|███████▎ | 5314/7316 [00:55<00:23, 84.61it/s] 12635 27.5005 : 73%|███████▎ | 5323/7316 [00:55<00:23, 83.66it/s] 12635 27.5005 : 73%|███████▎ | 5332/7316 [00:55<00:24, 82.01it/s] 12655 35.4700 : 73%|███████▎ | 5332/7316 [00:55<00:24, 82.01it/s] 12655 35.4700 : 73%|███████▎ | 5341/7316 [00:55<00:24, 79.71it/s] 12655 35.4700 : 73%|███████▎ | 5349/7316 [00:55<00:25, 76.65it/s] 12655 35.4700 : 73%|███████▎ | 5357/7316 [00:55<00:26, 75.18it/s] 12675 25.4262 : 73%|███████▎ | 5357/7316 [00:55<00:26, 75.18it/s] 12675 25.4262 : 73%|███████▎ | 5366/7316 [00:55<00:24, 78.76it/s] 12675 25.4262 : 73%|███████▎ | 5377/7316 [00:56<00:22, 86.31it/s] 12695 25.1412 : 73%|███████▎ | 5377/7316 [00:56<00:22, 86.31it/s] 12695 25.1412 : 74%|███████▎ | 5388/7316 [00:56<00:20, 91.99it/s] 12695 25.1412 : 74%|███████▍ | 5399/7316 [00:56<00:20, 95.64it/s] 12715 22.0184 : 74%|███████▍ | 5399/7316 [00:56<00:20, 95.64it/s] 12715 22.0184 : 74%|███████▍ | 5410/7316 [00:56<00:19, 98.11it/s] 12735 24.9398 : 74%|███████▍ | 5410/7316 [00:56<00:19, 98.11it/s] 12735 24.9398 : 74%|███████▍ | 5420/7316 [00:56<00:19, 98.00it/s] 12735 24.9398 : 74%|███████▍ | 5431/7316 [00:56<00:18, 99.37it/s] 12755 25.1793 : 74%|███████▍ | 5431/7316 [00:56<00:18, 99.37it/s] 12755 25.1793 : 74%|███████▍ | 5442/7316 [00:56<00:18, 101.06it/s] 12755 25.1793 : 75%|███████▍ | 5454/7316 [00:56<00:17, 103.90it/s] 12775 24.4797 : 75%|███████▍ | 5454/7316 [00:56<00:17, 103.90it/s] 12775 24.4797 : 75%|███████▍ | 5466/7316 [00:56<00:17, 105.99it/s] 12775 24.4797 : 75%|███████▍ | 5478/7316 [00:57<00:17, 107.19it/s] 12795 25.4849 : 75%|███████▍ | 5478/7316 [00:57<00:17, 107.19it/s] 12795 25.4849 : 75%|███████▌ | 5489/7316 [00:57<00:17, 106.31it/s] 12815 29.7712 : 75%|███████▌ | 5489/7316 [00:57<00:17, 106.31it/s] 12815 29.7712 : 75%|███████▌ | 5500/7316 [00:57<00:18, 99.18it/s] 12815 29.7712 : 75%|███████▌ | 5511/7316 [00:57<00:18, 97.72it/s] 12835 26.7256 : 75%|███████▌ | 5511/7316 [00:57<00:18, 97.72it/s] 12835 26.7256 : 75%|███████▌ | 5523/7316 [00:57<00:17, 102.59it/s] 12835 26.7256 : 76%|███████▌ | 5536/7316 [00:57<00:16, 110.04it/s] 12855 27.5023 : 76%|███████▌ | 5536/7316 [00:57<00:16, 110.04it/s] 12855 27.5023 : 76%|███████▌ | 5549/7316 [00:57<00:15, 114.95it/s] 12875 27.9612 : 76%|███████▌ | 5549/7316 [00:57<00:15, 114.95it/s] 12875 27.9612 : 76%|███████▌ | 5562/7316 [00:57<00:15, 116.76it/s] 12875 27.9612 : 76%|███████▌ | 5574/7316 [00:57<00:14, 116.21it/s] 12895 29.5157 : 76%|███████▌ | 5574/7316 [00:57<00:14, 116.21it/s] 12895 29.5157 : 76%|███████▋ | 5587/7316 [00:58<00:14, 117.99it/s] 12915 25.3830 : 76%|███████▋ | 5587/7316 [00:58<00:14, 117.99it/s] 12915 25.3830 : 77%|███████▋ | 5600/7316 [00:58<00:14, 120.01it/s] 12915 25.3830 : 77%|███████▋ | 5613/7316 [00:58<00:13, 122.85it/s] 12935 27.9255 : 77%|███████▋ | 5613/7316 [00:58<00:13, 122.85it/s] 12935 27.9255 : 77%|███████▋ | 5626/7316 [00:58<00:13, 123.73it/s] 12935 27.9255 : 77%|███████▋ | 5639/7316 [00:58<00:13, 122.85it/s] 12955 33.5406 : 77%|███████▋ | 5639/7316 [00:58<00:13, 122.85it/s] 12955 33.5406 : 77%|███████▋ | 5652/7316 [00:58<00:15, 110.91it/s] 12975 36.9804 : 77%|███████▋ | 5652/7316 [00:58<00:15, 110.91it/s] 12975 36.9804 : 77%|███████▋ | 5664/7316 [00:58<00:15, 106.43it/s] 12975 36.9804 : 78%|███████▊ | 5677/7316 [00:58<00:14, 110.59it/s] 12995 28.4020 : 78%|███████▊ | 5677/7316 [00:58<00:14, 110.59it/s] 12995 28.4020 : 78%|███████▊ | 5690/7316 [00:58<00:14, 115.35it/s] 13015 28.4210 : 78%|███████▊ | 5690/7316 [00:58<00:14, 115.35it/s] 13015 28.4210 : 78%|███████▊ | 5704/7316 [00:59<00:13, 119.60it/s] 13015 28.4210 : 78%|███████▊ | 5717/7316 [00:59<00:13, 119.46it/s] 13035 30.3188 : 78%|███████▊ | 5717/7316 [00:59<00:13, 119.46it/s] 13035 30.3188 : 78%|███████▊ | 5730/7316 [00:59<00:13, 118.98it/s] 13055 27.6580 : 78%|███████▊ | 5730/7316 [00:59<00:13, 118.98it/s] 13055 27.6580 : 78%|███████▊ | 5742/7316 [00:59<00:13, 118.90it/s] 13055 27.6580 : 79%|███████▊ | 5755/7316 [00:59<00:12, 121.63it/s] 13075 31.4883 : 79%|███████▊ | 5755/7316 [00:59<00:12, 121.63it/s] 13075 31.4883 : 79%|███████▉ | 5768/7316 [00:59<00:12, 123.62it/s] 13095 28.6882 : 79%|███████▉ | 5768/7316 [00:59<00:12, 123.62it/s] 13095 28.6882 : 79%|███████▉ | 5781/7316 [00:59<00:12, 123.65it/s] 13095 28.6882 : 79%|███████▉ | 5794/7316 [00:59<00:12, 117.76it/s] 13115 34.1480 : 79%|███████▉ | 5794/7316 [00:59<00:12, 117.76it/s] 13115 34.1480 : 79%|███████▉ | 5806/7316 [00:59<00:15, 96.70it/s] 13115 34.1480 : 80%|███████▉ | 5817/7316 [01:00<00:16, 90.56it/s] 13135 28.3670 : 80%|███████▉ | 5817/7316 [01:00<00:16, 90.56it/s] 13135 28.3670 : 80%|███████▉ | 5827/7316 [01:00<00:16, 92.13it/s] 13135 28.3670 : 80%|███████▉ | 5838/7316 [01:00<00:15, 95.46it/s] 13155 28.4808 : 80%|███████▉ | 5838/7316 [01:00<00:15, 95.46it/s] 13155 28.4808 : 80%|███████▉ | 5849/7316 [01:00<00:15, 97.57it/s] 13175 29.7360 : 80%|███████▉ | 5849/7316 [01:00<00:15, 97.57it/s] 13175 29.7360 : 80%|████████ | 5860/7316 [01:00<00:14, 98.75it/s] 13175 29.7360 : 80%|████████ | 5871/7316 [01:00<00:14, 96.98it/s] 13195 29.3403 : 80%|████████ | 5871/7316 [01:00<00:14, 96.98it/s] 13195 29.3403 : 80%|████████ | 5881/7316 [01:00<00:14, 96.19it/s] 13195 29.3403 : 81%|████████ | 5892/7316 [01:00<00:14, 97.51it/s] 13215 28.3961 : 81%|████████ | 5892/7316 [01:00<00:14, 97.51it/s] 13215 28.3961 : 81%|████████ | 5903/7316 [01:00<00:14, 98.77it/s] 13215 28.3961 : 81%|████████ | 5914/7316 [01:01<00:13, 101.45it/s] 13235 28.8245 : 81%|████████ | 5914/7316 [01:01<00:13, 101.45it/s] 13235 28.8245 : 81%|████████ | 5925/7316 [01:01<00:13, 103.13it/s] 13235 28.8245 : 81%|████████ | 5936/7316 [01:01<00:13, 104.35it/s] 13255 30.1445 : 81%|████████ | 5936/7316 [01:01<00:13, 104.35it/s] 13255 30.1445 : 81%|████████▏ | 5947/7316 [01:01<00:13, 99.42it/s] 13255 30.1445 : 81%|████████▏ | 5958/7316 [01:01<00:14, 92.18it/s] 13275 33.1183 : 81%|████████▏ | 5958/7316 [01:01<00:14, 92.18it/s] 13275 33.1183 : 82%|████████▏ | 5968/7316 [01:01<00:14, 92.58it/s] 13295 30.5618 : 82%|████████▏ | 5968/7316 [01:01<00:14, 92.58it/s] 13295 30.5618 : 82%|████████▏ | 5980/7316 [01:01<00:13, 98.31it/s] 13295 30.5618 : 82%|████████▏ | 5992/7316 [01:01<00:12, 103.44it/s] 13315 29.4609 : 82%|████████▏ | 5992/7316 [01:01<00:12, 103.44it/s] 13315 29.4609 : 82%|████████▏ | 6004/7316 [01:01<00:12, 107.24it/s] 13315 29.4609 : 82%|████████▏ | 6016/7316 [01:02<00:11, 109.34it/s] 13335 30.7783 : 82%|████████▏ | 6016/7316 [01:02<00:11, 109.34it/s] 13335 30.7783 : 82%|████████▏ | 6028/7316 [01:02<00:11, 109.58it/s] 13355 29.3827 : 82%|████████▏ | 6028/7316 [01:02<00:11, 109.58it/s] 13355 29.3827 : 83%|████████▎ | 6040/7316 [01:02<00:11, 111.03it/s] 13355 29.3827 : 83%|████████▎ | 6053/7316 [01:02<00:11, 113.99it/s] 13375 26.5157 : 83%|████████▎ | 6053/7316 [01:02<00:11, 113.99it/s] 13375 26.5157 : 83%|████████▎ | 6066/7316 [01:02<00:10, 116.97it/s] 13375 26.5157 : 83%|████████▎ | 6079/7316 [01:02<00:10, 119.20it/s] 13395 28.3173 : 83%|████████▎ | 6079/7316 [01:02<00:10, 119.20it/s] 13395 28.3173 : 83%|████████▎ | 6092/7316 [01:02<00:10, 119.97it/s] 13415 35.0582 : 83%|████████▎ | 6092/7316 [01:02<00:10, 119.97it/s] 13415 35.0582 : 83%|████████▎ | 6105/7316 [01:02<00:10, 113.92it/s] 13415 35.0582 : 84%|████████▎ | 6117/7316 [01:02<00:10, 112.42it/s] 13435 30.1072 : 84%|████████▎ | 6117/7316 [01:02<00:10, 112.42it/s] 13435 30.1072 : 84%|████████▍ | 6132/7316 [01:03<00:09, 120.71it/s] 13455 28.9098 : 84%|████████▍ | 6132/7316 [01:03<00:09, 120.71it/s] 13455 28.9098 : 84%|████████▍ | 6147/7316 [01:03<00:09, 128.13it/s] 13475 28.8518 : 84%|████████▍ | 6147/7316 [01:03<00:09, 128.13it/s] 13475 28.8518 : 84%|████████▍ | 6162/7316 [01:03<00:08, 132.06it/s] 13475 28.8518 : 84%|████████▍ | 6177/7316 [01:03<00:08, 134.48it/s] 13495 31.0642 : 84%|████████▍ | 6177/7316 [01:03<00:08, 134.48it/s] 13495 31.0642 : 85%|████████▍ | 6191/7316 [01:03<00:08, 135.37it/s] 13515 30.5977 : 85%|████████▍ | 6191/7316 [01:03<00:08, 135.37it/s] 13515 30.5977 : 85%|████████▍ | 6206/7316 [01:03<00:07, 139.38it/s] 13535 31.7515 : 85%|████████▍ | 6206/7316 [01:03<00:07, 139.38it/s] 13535 31.7515 : 85%|████████▌ | 6222/7316 [01:03<00:07, 144.25it/s] 13535 31.7515 : 85%|████████▌ | 6238/7316 [01:03<00:07, 147.20it/s] 13555 29.4783 : 85%|████████▌ | 6238/7316 [01:03<00:07, 147.20it/s] 13555 29.4783 : 85%|████████▌ | 6253/7316 [01:03<00:07, 142.18it/s] 13575 34.9286 : 85%|████████▌ | 6253/7316 [01:03<00:07, 142.18it/s] 13575 34.9286 : 86%|████████▌ | 6268/7316 [01:04<00:07, 132.46it/s] 13595 30.2856 : 86%|████████▌ | 6268/7316 [01:04<00:07, 132.46it/s] 13595 30.2856 : 86%|████████▌ | 6283/7316 [01:04<00:07, 136.39it/s] 13595 30.2856 : 86%|████████▌ | 6299/7316 [01:04<00:07, 142.90it/s] 13615 29.3589 : 86%|████████▌ | 6299/7316 [01:04<00:07, 142.90it/s] 13615 29.3589 : 86%|████████▋ | 6315/7316 [01:04<00:06, 146.59it/s] 13635 30.2138 : 86%|████████▋ | 6315/7316 [01:04<00:06, 146.59it/s] 13635 30.2138 : 87%|████████▋ | 6331/7316 [01:04<00:06, 147.67it/s] 13655 31.8018 : 87%|████████▋ | 6331/7316 [01:04<00:06, 147.67it/s] 13655 31.8018 : 87%|████████▋ | 6347/7316 [01:04<00:06, 148.51it/s] 13675 30.2358 : 87%|████████▋ | 6347/7316 [01:04<00:06, 148.51it/s] 13675 30.2358 : 87%|████████▋ | 6363/7316 [01:04<00:06, 150.56it/s] 13695 30.3209 : 87%|████████▋ | 6363/7316 [01:04<00:06, 150.56it/s] 13695 30.3209 : 87%|████████▋ | 6380/7316 [01:04<00:06, 154.96it/s] 13695 30.3209 : 87%|████████▋ | 6397/7316 [01:04<00:05, 156.55it/s] 13715 30.9501 : 87%|████████▋ | 6397/7316 [01:04<00:05, 156.55it/s] 13715 30.9501 : 88%|████████▊ | 6413/7316 [01:05<00:07, 120.05it/s] 13735 26.7929 : 88%|████████▊ | 6413/7316 [01:05<00:07, 120.05it/s] 13735 26.7929 : 88%|████████▊ | 6427/7316 [01:05<00:08, 106.58it/s] 13735 26.7929 : 88%|████████▊ | 6439/7316 [01:05<00:08, 105.31it/s] 13755 28.5684 : 88%|████████▊ | 6439/7316 [01:05<00:08, 105.31it/s] 13755 28.5684 : 88%|████████▊ | 6451/7316 [01:05<00:08, 104.51it/s] 13775 28.4245 : 88%|████████▊ | 6451/7316 [01:05<00:08, 104.51it/s] 13775 28.4245 : 88%|████████▊ | 6462/7316 [01:05<00:08, 104.00it/s] 13775 28.4245 : 88%|████████▊ | 6473/7316 [01:05<00:08, 102.96it/s] 13795 28.7985 : 88%|████████▊ | 6473/7316 [01:05<00:08, 102.96it/s] 13795 28.7985 : 89%|████████▊ | 6484/7316 [01:05<00:08, 101.00it/s] 13795 28.7985 : 89%|████████▉ | 6495/7316 [01:05<00:08, 102.05it/s] 13815 27.7722 : 89%|████████▉ | 6495/7316 [01:05<00:08, 102.05it/s] 13815 27.7722 : 89%|████████▉ | 6506/7316 [01:05<00:07, 102.79it/s] 13815 27.7722 : 89%|████████▉ | 6518/7316 [01:06<00:07, 105.16it/s] 13835 29.0791 : 89%|████████▉ | 6518/7316 [01:06<00:07, 105.16it/s] 13835 29.0791 : 89%|████████▉ | 6530/7316 [01:06<00:07, 107.22it/s] 13855 28.0118 : 89%|████████▉ | 6530/7316 [01:06<00:07, 107.22it/s] 13855 28.0118 : 89%|████████▉ | 6542/7316 [01:06<00:07, 108.32it/s] 13855 28.0118 : 90%|████████▉ | 6553/7316 [01:06<00:07, 108.70it/s] 13875 29.5111 : 90%|████████▉ | 6553/7316 [01:06<00:07, 108.70it/s] 13875 29.5111 : 90%|████████▉ | 6564/7316 [01:06<00:08, 92.25it/s] 13875 29.5111 : 90%|████████▉ | 6574/7316 [01:06<00:08, 88.92it/s] 13895 27.7748 : 90%|████████▉ | 6574/7316 [01:06<00:08, 88.92it/s] 13895 27.7748 : 90%|████████▉ | 6584/7316 [01:06<00:08, 89.83it/s] 13895 27.7748 : 90%|█████████ | 6594/7316 [01:06<00:07, 91.26it/s] 13915 28.1979 : 90%|█████████ | 6594/7316 [01:06<00:07, 91.26it/s] 13915 28.1979 : 90%|█████████ | 6604/7316 [01:07<00:07, 91.32it/s] 13915 28.1979 : 90%|█████████ | 6614/7316 [01:07<00:07, 91.42it/s] 13935 26.0562 : 90%|█████████ | 6614/7316 [01:07<00:07, 91.42it/s] 13935 26.0562 : 91%|█████████ | 6624/7316 [01:07<00:07, 90.85it/s] 13935 26.0562 : 91%|█████████ | 6634/7316 [01:07<00:07, 90.62it/s] 13955 27.9386 : 91%|█████████ | 6634/7316 [01:07<00:07, 90.62it/s] 13955 27.9386 : 91%|█████████ | 6644/7316 [01:07<00:07, 92.27it/s] 13955 27.9386 : 91%|█████████ | 6655/7316 [01:07<00:06, 94.76it/s] 13975 30.0306 : 91%|█████████ | 6655/7316 [01:07<00:06, 94.76it/s] 13975 30.0306 : 91%|█████████ | 6666/7316 [01:07<00:06, 97.29it/s] 13975 30.0306 : 91%|█████████▏| 6677/7316 [01:07<00:06, 98.77it/s] 13995 28.5939 : 91%|█████████▏| 6677/7316 [01:07<00:06, 98.77it/s] 13995 28.5939 : 91%|█████████▏| 6688/7316 [01:07<00:06, 99.34it/s] 13995 28.5939 : 92%|█████████▏| 6698/7316 [01:07<00:06, 99.02it/s] 14015 28.1714 : 92%|█████████▏| 6698/7316 [01:08<00:06, 99.02it/s] 14015 28.1714 : 92%|█████████▏| 6708/7316 [01:08<00:06, 97.63it/s] 14035 23.0665 : 92%|█████████▏| 6708/7316 [01:08<00:06, 97.63it/s] 14035 23.0665 : 92%|█████████▏| 6721/7316 [01:08<00:05, 105.51it/s] 14035 23.0665 : 92%|█████████▏| 6735/7316 [01:08<00:05, 113.19it/s] 14055 27.6216 : 92%|█████████▏| 6735/7316 [01:08<00:05, 113.19it/s] 14055 27.6216 : 92%|█████████▏| 6748/7316 [01:08<00:04, 116.34it/s] 14075 28.8269 : 92%|█████████▏| 6748/7316 [01:08<00:04, 116.34it/s] 14075 28.8269 : 92%|█████████▏| 6761/7316 [01:08<00:04, 118.17it/s] 14075 28.8269 : 93%|█████████▎| 6774/7316 [01:08<00:04, 119.06it/s] 14095 28.5800 : 93%|█████████▎| 6774/7316 [01:08<00:04, 119.06it/s] 14095 28.5800 : 93%|█████████▎| 6787/7316 [01:08<00:04, 121.35it/s] 14115 22.7990 : 93%|█████████▎| 6787/7316 [01:08<00:04, 121.35it/s] 14115 22.7990 : 93%|█████████▎| 6801/7316 [01:08<00:04, 125.18it/s] 14115 22.7990 : 93%|█████████▎| 6815/7316 [01:08<00:03, 129.42it/s] 14135 22.5717 : 93%|█████████▎| 6815/7316 [01:08<00:03, 129.42it/s] 14135 22.5717 : 93%|█████████▎| 6829/7316 [01:09<00:03, 129.95it/s] 14155 24.5573 : 93%|█████████▎| 6829/7316 [01:09<00:03, 129.95it/s] 14155 24.5573 : 94%|█████████▎| 6843/7316 [01:09<00:03, 129.01it/s] 14155 24.5573 : 94%|█████████▎| 6856/7316 [01:09<00:03, 122.89it/s] 14175 27.8498 : 94%|█████████▎| 6856/7316 [01:09<00:03, 122.89it/s] 14175 27.8498 : 94%|█████████▍| 6871/7316 [01:09<00:03, 129.00it/s] 14195 22.6753 : 94%|█████████▍| 6871/7316 [01:09<00:03, 129.00it/s] 14195 22.6753 : 94%|█████████▍| 6888/7316 [01:09<00:03, 138.63it/s] 14215 30.7491 : 94%|█████████▍| 6888/7316 [01:09<00:03, 138.63it/s] 14215 30.7491 : 94%|█████████▍| 6904/7316 [01:09<00:02, 143.57it/s] 14235 26.9270 : 94%|█████████▍| 6904/7316 [01:09<00:02, 143.57it/s] 14235 26.9270 : 95%|█████████▍| 6920/7316 [01:09<00:02, 146.26it/s] 14235 26.9270 : 95%|█████████▍| 6936/7316 [01:09<00:02, 148.83it/s] 14255 26.9802 : 95%|█████████▍| 6936/7316 [01:09<00:02, 148.83it/s] 14255 26.9802 : 95%|█████████▌| 6953/7316 [01:09<00:02, 153.50it/s] 14275 25.8668 : 95%|█████████▌| 6953/7316 [01:09<00:02, 153.50it/s] 14275 25.8668 : 95%|█████████▌| 6970/7316 [01:10<00:02, 158.02it/s] 14295 24.6875 : 95%|█████████▌| 6970/7316 [01:10<00:02, 158.02it/s] 14295 24.6875 : 96%|█████████▌| 6987/7316 [01:10<00:02, 159.21it/s] 14315 26.5538 : 96%|█████████▌| 6987/7316 [01:10<00:02, 159.21it/s] 14315 26.5538 : 96%|█████████▌| 7003/7316 [01:10<00:02, 155.28it/s] 14315 26.5538 : 96%|█████████▌| 7019/7316 [01:10<00:02, 145.42it/s] 14335 26.2244 : 96%|█████████▌| 7019/7316 [01:10<00:02, 145.42it/s] 14335 26.2244 : 96%|█████████▌| 7034/7316 [01:10<00:01, 141.33it/s] 14355 25.1986 : 96%|█████████▌| 7034/7316 [01:10<00:01, 141.33it/s] 14355 25.1986 : 96%|█████████▋| 7049/7316 [01:10<00:01, 137.00it/s] 14375 28.0236 : 96%|█████████▋| 7049/7316 [01:10<00:01, 137.00it/s] 14375 28.0236 : 97%|█████████▋| 7063/7316 [01:10<00:01, 132.93it/s] 14375 28.0236 : 97%|█████████▋| 7077/7316 [01:10<00:01, 129.16it/s] 14395 24.4417 : 97%|█████████▋| 7077/7316 [01:10<00:01, 129.16it/s] 14395 24.4417 : 97%|█████████▋| 7090/7316 [01:10<00:01, 128.20it/s] 14415 27.7941 : 97%|█████████▋| 7090/7316 [01:10<00:01, 128.20it/s] 14415 27.7941 : 97%|█████████▋| 7104/7316 [01:11<00:01, 129.08it/s] 14415 27.7941 : 97%|█████████▋| 7118/7316 [01:11<00:01, 131.53it/s] 14435 25.3538 : 97%|█████████▋| 7118/7316 [01:11<00:01, 131.53it/s] 14435 25.3538 : 97%|█████████▋| 7132/7316 [01:11<00:01, 130.95it/s] 14455 29.3176 : 97%|█████████▋| 7132/7316 [01:11<00:01, 130.95it/s] 14455 29.3176 : 98%|█████████▊| 7146/7316 [01:11<00:01, 128.80it/s] 14455 29.3176 : 98%|█████████▊| 7159/7316 [01:11<00:01, 121.94it/s] 14475 32.8192 : 98%|█████████▊| 7159/7316 [01:11<00:01, 121.94it/s] 14475 32.8192 : 98%|█████████▊| 7172/7316 [01:11<00:01, 103.92it/s] 14495 26.0504 : 98%|█████████▊| 7172/7316 [01:11<00:01, 103.92it/s] 14495 26.0504 : 98%|█████████▊| 7183/7316 [01:11<00:01, 96.15it/s] 14495 26.0504 : 98%|█████████▊| 7194/7316 [01:11<00:01, 97.64it/s] 14515 24.9536 : 98%|█████████▊| 7194/7316 [01:11<00:01, 97.64it/s] 14515 24.9536 : 98%|█████████▊| 7205/7316 [01:11<00:01, 100.44it/s] 14515 24.9536 : 99%|█████████▊| 7217/7316 [01:12<00:00, 103.30it/s] 14535 26.9306 : 99%|█████████▊| 7217/7316 [01:12<00:00, 103.30it/s] 14535 26.9306 : 99%|█████████▉| 7228/7316 [01:12<00:00, 103.57it/s] 14535 26.9306 : 99%|█████████▉| 7239/7316 [01:12<00:00, 102.22it/s] 14555 27.3345 : 99%|█████████▉| 7239/7316 [01:12<00:00, 102.22it/s] 14555 27.3345 : 99%|█████████▉| 7250/7316 [01:12<00:00, 101.18it/s] 14575 26.4844 : 99%|█████████▉| 7250/7316 [01:12<00:00, 101.18it/s] 14575 26.4844 : 99%|█████████▉| 7261/7316 [01:12<00:00, 101.34it/s] 14575 26.4844 : 99%|█████████▉| 7272/7316 [01:12<00:00, 103.04it/s] 14595 24.4148 : 99%|█████████▉| 7272/7316 [01:12<00:00, 103.04it/s] 14595 24.4148 : 100%|█████████▉| 7283/7316 [01:12<00:00, 105.00it/s] 14595 24.4148 : 100%|█████████▉| 7295/7316 [01:12<00:00, 106.79it/s] 14615 24.3086 : 100%|█████████▉| 7295/7316 [01:12<00:00, 106.79it/s] 14615 24.3086 : 100%|█████████▉| 7306/7316 [01:12<00:00, 107.04it/s] 14615 24.3086 : 100%|██████████| 7316/7316 [01:13<00:00, 100.18it/s] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 2 epoch_size: 48 batches_per_epoch: 48 batch_size: 1 optim_type: 'image' 0%| | 0/48 [00:00<?, ?it/s]/root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/torch/nn/functional.py:3609: UserWarning: Default upsampling behavior when mode=bilinear is changed to align_corners=False since 0.4.0. Please specify align_corners=True if the old behavior is desired. See the documentation of nn.Upsample for details. warnings.warn( /root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/torch/nn/functional.py:3657: UserWarning: The default behavior for interpolate/upsample with float scale_factor changed in 1.6.0 to align with other frameworks/libraries, and now uses scale_factor directly, instead of relying on the computed output size. If you wish to restore the old behavior, please set recompute_scale_factor=True. See the documentation of nn.Upsample for details. warnings.warn( /root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/torch/nn/functional.py:718: UserWarning: Named tensors and all their associated APIs are an experimental feature and subject to change. Please do not use them for anything important until they are released as stable. (Triggered internally at /pytorch/c10/core/TensorImpl.h:1156.) return torch.max_pool2d(input, kernel_size, stride, padding, dilation, ceil_mode) 2%|▏ | 1/48 [00:01<01:03, 1.35s/it] 4%|▍ | 2/48 [00:03<01:12, 1.58s/it] 6%|▋ | 3/48 [00:04<01:03, 1.41s/it] 8%|▊ | 4/48 [00:06<01:08, 1.55s/it] 10%|█ | 5/48 [00:07<01:03, 1.47s/it] 12%|█▎ | 6/48 [00:09<01:08, 1.63s/it] 15%|█▍ | 7/48 [00:10<01:00, 1.47s/it] 17%|█▋ | 8/48 [00:12<01:02, 1.57s/it] 19%|█▉ | 9/48 [00:13<00:57, 1.49s/it] 21%|██ | 10/48 [00:14<00:55, 1.47s/it] 23%|██▎ | 11/48 [00:15<00:47, 1.29s/it] 25%|██▌ | 12/48 [00:16<00:44, 1.23s/it] 27%|██▋ | 13/48 [00:19<00:52, 1.50s/it] 29%|██▉ | 14/48 [00:20<00:49, 1.45s/it] 31%|███▏ | 15/48 [00:22<00:51, 1.57s/it] 33%|███▎ | 16/48 [00:23<00:45, 1.42s/it] 35%|███▌ | 17/48 [00:24<00:39, 1.27s/it] 38%|███▊ | 18/48 [00:25<00:38, 1.27s/it] 40%|███▉ | 19/48 [00:27<00:40, 1.40s/it] 14651 0.3807 0.0131 0.0030 : 40%|███▉ | 19/48 [00:29<00:40, 1.40s/it] 14651 0.3807 0.0131 0.0030 : 42%|████▏ | 20/48 [00:29<00:42, 1.52s/it] 14651 0.3807 0.0131 0.0030 : 44%|████▍ | 21/48 [00:30<00:42, 1.56s/it] 14651 0.3807 0.0131 0.0030 : 46%|████▌ | 22/48 [00:32<00:44, 1.69s/it] 14651 0.3807 0.0131 0.0030 : 48%|████▊ | 23/48 [00:34<00:42, 1.69s/it] 14651 0.3807 0.0131 0.0030 : 50%|█████ | 24/48 [00:35<00:36, 1.53s/it] 14651 0.3807 0.0131 0.0030 : 52%|█████▏ | 25/48 [00:37<00:38, 1.69s/it] 14651 0.3807 0.0131 0.0030 : 54%|█████▍ | 26/48 [00:39<00:37, 1.69s/it] 14651 0.3807 0.0131 0.0030 : 56%|█████▋ | 27/48 [00:41<00:36, 1.75s/it] 14651 0.3807 0.0131 0.0030 : 58%|█████▊ | 28/48 [00:42<00:34, 1.75s/it] 14651 0.3807 0.0131 0.0030 : 60%|██████ | 29/48 [00:44<00:31, 1.65s/it] 14651 0.3807 0.0131 0.0030 : 62%|██████▎ | 30/48 [00:46<00:29, 1.66s/it] 14651 0.3807 0.0131 0.0030 : 65%|██████▍ | 31/48 [00:47<00:29, 1.73s/it] 14651 0.3807 0.0131 0.0030 : 67%|██████▋ | 32/48 [00:50<00:33, 2.08s/it] 14651 0.3807 0.0131 0.0030 : 69%|██████▉ | 33/48 [00:53<00:34, 2.33s/it] 14651 0.3807 0.0131 0.0030 : 71%|███████ | 34/48 [00:55<00:30, 2.16s/it] 14651 0.3807 0.0131 0.0030 : 73%|███████▎ | 35/48 [00:57<00:26, 2.01s/it] 14651 0.3807 0.0131 0.0030 : 75%|███████▌ | 36/48 [00:58<00:23, 1.95s/it] 14651 0.3807 0.0131 0.0030 : 77%|███████▋ | 37/48 [01:00<00:20, 1.87s/it] 14651 0.3807 0.0131 0.0030 : 79%|███████▉ | 38/48 [01:02<00:18, 1.81s/it] 14651 0.3807 0.0131 0.0030 : 81%|████████▏ | 39/48 [01:03<00:14, 1.64s/it] 14671 0.3637 0.0140 0.0034 : 81%|████████▏ | 39/48 [01:05<00:14, 1.64s/it] 14671 0.3637 0.0140 0.0034 : 83%|████████▎ | 40/48 [01:05<00:13, 1.68s/it] 14671 0.3637 0.0140 0.0034 : 85%|████████▌ | 41/48 [01:07<00:13, 1.95s/it] 14671 0.3637 0.0140 0.0034 : 88%|████████▊ | 42/48 [01:09<00:10, 1.74s/it] 14671 0.3637 0.0140 0.0034 : 90%|████████▉ | 43/48 [01:10<00:08, 1.74s/it] 14671 0.3637 0.0140 0.0034 : 92%|█████████▏| 44/48 [01:12<00:06, 1.70s/it] 14671 0.3637 0.0140 0.0034 : 94%|█████████▍| 45/48 [01:14<00:05, 1.84s/it] 14671 0.3637 0.0140 0.0034 : 96%|█████████▌| 46/48 [01:15<00:03, 1.60s/it] 14671 0.3637 0.0140 0.0034 : 98%|█████████▊| 47/48 [01:17<00:01, 1.73s/it] 14671 0.3637 0.0140 0.0034 : 100%|██████████| 48/48 [01:19<00:00, 1.74s/it] 14671 0.3637 0.0140 0.0034 : 100%|██████████| 48/48 [01:19<00:00, 1.66s/it] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 3 epoch_size: 48 batches_per_epoch: 48 batch_size: 1 optim_type: 'image' 0%| | 0/48 [00:00<?, ?it/s] 2%|▏ | 1/48 [00:02<01:34, 2.00s/it] 4%|▍ | 2/48 [00:03<01:25, 1.86s/it] 6%|▋ | 3/48 [00:06<01:38, 2.18s/it] 8%|▊ | 4/48 [00:08<01:27, 2.00s/it] 10%|█ | 5/48 [00:09<01:16, 1.77s/it] 12%|█▎ | 6/48 [00:11<01:15, 1.79s/it] 15%|█▍ | 7/48 [00:13<01:18, 1.92s/it] 17%|█▋ | 8/48 [00:14<01:09, 1.73s/it] 19%|█▉ | 9/48 [00:16<01:02, 1.60s/it] 21%|██ | 10/48 [00:18<01:12, 1.90s/it] 23%|██▎ | 11/48 [00:19<01:01, 1.66s/it] 25%|██▌ | 12/48 [00:21<00:59, 1.65s/it] 27%|██▋ | 13/48 [00:23<01:00, 1.74s/it] 29%|██▉ | 14/48 [00:25<01:00, 1.78s/it] 31%|███▏ | 15/48 [00:26<00:58, 1.77s/it] 33%|███▎ | 16/48 [00:28<00:53, 1.66s/it] 35%|███▌ | 17/48 [00:30<00:53, 1.71s/it] 38%|███▊ | 18/48 [00:31<00:45, 1.52s/it] 40%|███▉ | 19/48 [00:33<00:50, 1.76s/it] 14699 0.3425 0.0151 0.0023 : 40%|███▉ | 19/48 [00:35<00:50, 1.76s/it] 14699 0.3425 0.0151 0.0023 : 42%|████▏ | 20/48 [00:35<00:53, 1.92s/it] 14699 0.3425 0.0151 0.0023 : 44%|████▍ | 21/48 [00:37<00:45, 1.69s/it] 14699 0.3425 0.0151 0.0023 : 46%|████▌ | 22/48 [00:39<00:53, 2.06s/it] 14699 0.3425 0.0151 0.0023 : 48%|████▊ | 23/48 [00:41<00:49, 1.97s/it] 14699 0.3425 0.0151 0.0023 : 50%|█████ | 24/48 [00:44<00:49, 2.07s/it] 14699 0.3425 0.0151 0.0023 : 52%|█████▏ | 25/48 [00:46<00:53, 2.32s/it] 14699 0.3425 0.0151 0.0023 : 54%|█████▍ | 26/48 [00:47<00:42, 1.92s/it] 14699 0.3425 0.0151 0.0023 : 56%|█████▋ | 27/48 [00:49<00:40, 1.95s/it] 14699 0.3425 0.0151 0.0023 : 58%|█████▊ | 28/48 [00:51<00:34, 1.73s/it] 14699 0.3425 0.0151 0.0023 : 60%|██████ | 29/48 [00:53<00:33, 1.77s/it] 14699 0.3425 0.0151 0.0023 : 62%|██████▎ | 30/48 [00:53<00:27, 1.51s/it] 14699 0.3425 0.0151 0.0023 : 65%|██████▍ | 31/48 [00:55<00:27, 1.61s/it] 14699 0.3425 0.0151 0.0023 : 67%|██████▋ | 32/48 [00:58<00:30, 1.90s/it] 14699 0.3425 0.0151 0.0023 : 69%|██████▉ | 33/48 [00:59<00:24, 1.65s/it] 14699 0.3425 0.0151 0.0023 : 71%|███████ | 34/48 [01:01<00:25, 1.81s/it] 14699 0.3425 0.0151 0.0023 : 73%|███████▎ | 35/48 [01:03<00:23, 1.80s/it] 14699 0.3425 0.0151 0.0023 : 75%|███████▌ | 36/48 [01:05<00:22, 1.86s/it] 14699 0.3425 0.0151 0.0023 : 77%|███████▋ | 37/48 [01:07<00:19, 1.80s/it] 14699 0.3425 0.0151 0.0023 : 79%|███████▉ | 38/48 [01:08<00:17, 1.79s/it] 14699 0.3425 0.0151 0.0023 : 81%|████████▏ | 39/48 [01:10<00:15, 1.76s/it] 14719 0.2912 0.0168 0.0033 : 81%|████████▏ | 39/48 [01:12<00:15, 1.76s/it] 14719 0.2912 0.0168 0.0033 : 83%|████████▎ | 40/48 [01:12<00:15, 1.88s/it] 14719 0.2912 0.0168 0.0033 : 85%|████████▌ | 41/48 [01:14<00:13, 1.90s/it] 14719 0.2912 0.0168 0.0033 : 88%|████████▊ | 42/48 [01:15<00:09, 1.65s/it] 14719 0.2912 0.0168 0.0033 : 90%|████████▉ | 43/48 [01:16<00:07, 1.55s/it] 14719 0.2912 0.0168 0.0033 : 92%|█████████▏| 44/48 [01:17<00:05, 1.33s/it] 14719 0.2912 0.0168 0.0033 : 94%|█████████▍| 45/48 [01:18<00:03, 1.25s/it] 14719 0.2912 0.0168 0.0033 : 96%|█████████▌| 46/48 [01:19<00:02, 1.20s/it] 14719 0.2912 0.0168 0.0033 : 98%|█████████▊| 47/48 [01:21<00:01, 1.33s/it] 14719 0.2912 0.0168 0.0033 : 100%|██████████| 48/48 [01:22<00:00, 1.25s/it] 14719 0.2912 0.0168 0.0033 : 100%|██████████| 48/48 [01:22<00:00, 1.72s/it] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 4 epoch_size: 48 batches_per_epoch: 48 batch_size: 1 optim_type: 'image' 0%| | 0/48 [00:00<?, ?it/s] 2%|▏ | 1/48 [00:01<01:18, 1.68s/it] 4%|▍ | 2/48 [00:03<01:33, 2.04s/it] 6%|▋ | 3/48 [00:05<01:29, 1.99s/it] 8%|▊ | 4/48 [00:06<01:11, 1.63s/it] 10%|█ | 5/48 [00:08<01:09, 1.63s/it] 12%|█▎ | 6/48 [00:09<00:56, 1.35s/it] 15%|█▍ | 7/48 [00:10<00:51, 1.26s/it] 17%|█▋ | 8/48 [00:12<00:56, 1.40s/it] 19%|█▉ | 9/48 [00:13<00:53, 1.37s/it] 21%|██ | 10/48 [00:15<00:56, 1.49s/it] 23%|██▎ | 11/48 [00:16<00:57, 1.55s/it] 25%|██▌ | 12/48 [00:18<00:52, 1.45s/it] 27%|██▋ | 13/48 [00:19<00:53, 1.52s/it] 29%|██▉ | 14/48 [00:22<01:05, 1.93s/it] 31%|███▏ | 15/48 [00:24<01:05, 1.98s/it] 33%|███▎ | 16/48 [00:26<01:01, 1.92s/it] 35%|███▌ | 17/48 [00:28<00:56, 1.83s/it] 38%|███▊ | 18/48 [00:29<00:47, 1.60s/it] 40%|███▉ | 19/48 [00:30<00:46, 1.62s/it] 14747 0.2674 0.0191 0.0050 : 40%|███▉ | 19/48 [00:31<00:46, 1.62s/it] 14747 0.2674 0.0191 0.0050 : 42%|████▏ | 20/48 [00:31<00:40, 1.45s/it] 14747 0.2674 0.0191 0.0050 : 44%|████▍ | 21/48 [00:33<00:36, 1.35s/it] 14747 0.2674 0.0191 0.0050 : 46%|████▌ | 22/48 [00:34<00:31, 1.22s/it] 14747 0.2674 0.0191 0.0050 : 48%|████▊ | 23/48 [00:35<00:33, 1.36s/it] 14747 0.2674 0.0191 0.0050 : 50%|█████ | 24/48 [00:36<00:29, 1.22s/it] 14747 0.2674 0.0191 0.0050 : 52%|█████▏ | 25/48 [00:37<00:28, 1.23s/it] 14747 0.2674 0.0191 0.0050 : 54%|█████▍ | 26/48 [00:40<00:37, 1.72s/it] 14747 0.2674 0.0191 0.0050 : 56%|█████▋ | 27/48 [00:42<00:36, 1.74s/it] 14747 0.2674 0.0191 0.0050 : 58%|█████▊ | 28/48 [00:44<00:34, 1.71s/it] 14747 0.2674 0.0191 0.0050 : 60%|██████ | 29/48 [00:45<00:33, 1.74s/it] 14747 0.2674 0.0191 0.0050 : 62%|██████▎ | 30/48 [00:48<00:34, 1.90s/it] 14747 0.2674 0.0191 0.0050 : 65%|██████▍ | 31/48 [00:49<00:28, 1.69s/it] 14747 0.2674 0.0191 0.0050 : 67%|██████▋ | 32/48 [00:51<00:27, 1.72s/it] 14747 0.2674 0.0191 0.0050 : 69%|██████▉ | 33/48 [00:52<00:24, 1.62s/it] 14747 0.2674 0.0191 0.0050 : 71%|███████ | 34/48 [00:54<00:23, 1.68s/it] 14747 0.2674 0.0191 0.0050 : 73%|███████▎ | 35/48 [00:56<00:22, 1.72s/it] 14747 0.2674 0.0191 0.0050 : 75%|███████▌ | 36/48 [00:58<00:23, 1.98s/it] 14747 0.2674 0.0191 0.0050 : 77%|███████▋ | 37/48 [01:00<00:21, 1.95s/it] 14747 0.2674 0.0191 0.0050 : 79%|███████▉ | 38/48 [01:01<00:17, 1.70s/it] 14747 0.2674 0.0191 0.0050 : 81%|████████▏ | 39/48 [01:03<00:15, 1.69s/it] 14767 0.2773 0.0193 0.0049 : 81%|████████▏ | 39/48 [01:04<00:15, 1.69s/it] 14767 0.2773 0.0193 0.0049 : 83%|████████▎ | 40/48 [01:04<00:12, 1.58s/it] 14767 0.2773 0.0193 0.0049 : 85%|████████▌ | 41/48 [01:06<00:10, 1.51s/it] 14767 0.2773 0.0193 0.0049 : 88%|████████▊ | 42/48 [01:07<00:08, 1.46s/it] 14767 0.2773 0.0193 0.0049 : 90%|████████▉ | 43/48 [01:08<00:06, 1.40s/it] 14767 0.2773 0.0193 0.0049 : 92%|█████████▏| 44/48 [01:09<00:05, 1.30s/it] 14767 0.2773 0.0193 0.0049 : 94%|█████████▍| 45/48 [01:10<00:03, 1.20s/it] 14767 0.2773 0.0193 0.0049 : 96%|█████████▌| 46/48 [01:12<00:02, 1.25s/it] 14767 0.2773 0.0193 0.0049 : 98%|█████████▊| 47/48 [01:13<00:01, 1.38s/it] 14767 0.2773 0.0193 0.0049 : 100%|██████████| 48/48 [01:15<00:00, 1.57s/it] 14767 0.2773 0.0193 0.0049 : 100%|██████████| 48/48 [01:15<00:00, 1.58s/it] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 5 epoch_size: 48 batches_per_epoch: 48 batch_size: 1 optim_type: 'image' 0%| | 0/48 [00:00<?, ?it/s] 2%|▏ | 1/48 [00:01<01:21, 1.74s/it] 4%|▍ | 2/48 [00:03<01:08, 1.49s/it] 6%|▋ | 3/48 [00:05<01:18, 1.74s/it] 8%|▊ | 4/48 [00:06<01:07, 1.53s/it] 10%|█ | 5/48 [00:08<01:09, 1.62s/it] 12%|█▎ | 6/48 [00:09<01:09, 1.65s/it] 15%|█▍ | 7/48 [00:11<01:09, 1.70s/it] 17%|█▋ | 8/48 [00:12<01:01, 1.55s/it] 19%|█▉ | 9/48 [00:13<00:54, 1.40s/it] 21%|██ | 10/48 [00:14<00:49, 1.30s/it] 23%|██▎ | 11/48 [00:16<00:52, 1.42s/it] 25%|██▌ | 12/48 [00:18<00:56, 1.56s/it] 27%|██▋ | 13/48 [00:20<00:56, 1.61s/it] 29%|██▉ | 14/48 [00:21<00:49, 1.44s/it] 31%|███▏ | 15/48 [00:22<00:46, 1.42s/it] 33%|███▎ | 16/48 [00:24<00:52, 1.63s/it] 35%|███▌ | 17/48 [00:26<00:50, 1.64s/it] 38%|███▊ | 18/48 [00:28<00:55, 1.84s/it] 40%|███▉ | 19/48 [00:30<00:51, 1.78s/it] 14795 0.2910 0.0185 0.0039 : 40%|███▉ | 19/48 [00:32<00:51, 1.78s/it] 14795 0.2910 0.0185 0.0039 : 42%|████▏ | 20/48 [00:32<00:50, 1.80s/it] 14795 0.2910 0.0185 0.0039 : 44%|████▍ | 21/48 [00:35<00:57, 2.13s/it] 14795 0.2910 0.0185 0.0039 : 46%|████▌ | 22/48 [00:36<00:52, 2.03s/it] 14795 0.2910 0.0185 0.0039 : 48%|████▊ | 23/48 [00:38<00:47, 1.92s/it] 14795 0.2910 0.0185 0.0039 : 50%|█████ | 24/48 [00:39<00:40, 1.69s/it] 14795 0.2910 0.0185 0.0039 : 52%|█████▏ | 25/48 [00:41<00:39, 1.71s/it] 14795 0.2910 0.0185 0.0039 : 54%|█████▍ | 26/48 [00:43<00:37, 1.70s/it] 14795 0.2910 0.0185 0.0039 : 56%|█████▋ | 27/48 [00:44<00:35, 1.69s/it] 14795 0.2910 0.0185 0.0039 : 58%|█████▊ | 28/48 [00:46<00:31, 1.56s/it] 14795 0.2910 0.0185 0.0039 : 60%|██████ | 29/48 [00:47<00:27, 1.44s/it] 14795 0.2910 0.0185 0.0039 : 62%|██████▎ | 30/48 [00:48<00:25, 1.43s/it] 14795 0.2910 0.0185 0.0039 : 65%|██████▍ | 31/48 [00:50<00:27, 1.61s/it] 14795 0.2910 0.0185 0.0039 : 67%|██████▋ | 32/48 [00:52<00:27, 1.73s/it] 14795 0.2910 0.0185 0.0039 : 69%|██████▉ | 33/48 [00:53<00:23, 1.58s/it] 14795 0.2910 0.0185 0.0039 : 71%|███████ | 34/48 [00:55<00:23, 1.66s/it] 14795 0.2910 0.0185 0.0039 : 73%|███████▎ | 35/48 [00:57<00:20, 1.59s/it] 14795 0.2910 0.0185 0.0039 : 75%|███████▌ | 36/48 [00:58<00:19, 1.64s/it] 14795 0.2910 0.0185 0.0039 : 77%|███████▋ | 37/48 [01:00<00:18, 1.70s/it] 14795 0.2910 0.0185 0.0039 : 79%|███████▉ | 38/48 [01:02<00:16, 1.70s/it] 14795 0.2910 0.0185 0.0039 : 81%|████████▏ | 39/48 [01:03<00:13, 1.55s/it] 14815 0.2876 0.0182 0.0047 : 81%|████████▏ | 39/48 [01:05<00:13, 1.55s/it] 14815 0.2876 0.0182 0.0047 : 83%|████████▎ | 40/48 [01:05<00:12, 1.52s/it] 14815 0.2876 0.0182 0.0047 : 85%|████████▌ | 41/48 [01:06<00:10, 1.46s/it] 14815 0.2876 0.0182 0.0047 : 88%|████████▊ | 42/48 [01:07<00:08, 1.45s/it] 14815 0.2876 0.0182 0.0047 : 90%|████████▉ | 43/48 [01:09<00:07, 1.51s/it] 14815 0.2876 0.0182 0.0047 : 92%|█████████▏| 44/48 [01:11<00:06, 1.57s/it] 14815 0.2876 0.0182 0.0047 : 94%|█████████▍| 45/48 [01:13<00:05, 1.75s/it] 14815 0.2876 0.0182 0.0047 : 96%|█████████▌| 46/48 [01:15<00:03, 1.72s/it] 14815 0.2876 0.0182 0.0047 : 98%|█████████▊| 47/48 [01:17<00:01, 1.84s/it] 14815 0.2876 0.0182 0.0047 : 100%|██████████| 48/48 [01:18<00:00, 1.79s/it] 14815 0.2876 0.0182 0.0047 : 100%|██████████| 48/48 [01:18<00:00, 1.64s/it] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 6 epoch_size: 48 batches_per_epoch: 48 batch_size: 1 optim_type: 'image' 0%| | 0/48 [00:00<?, ?it/s] 2%|▏ | 1/48 [00:01<00:51, 1.09s/it] 4%|▍ | 2/48 [00:01<00:44, 1.02it/s] 6%|▋ | 3/48 [00:03<00:50, 1.13s/it] 8%|▊ | 4/48 [00:05<01:00, 1.37s/it] 10%|█ | 5/48 [00:06<00:56, 1.32s/it] 12%|█▎ | 6/48 [00:07<00:53, 1.26s/it] 15%|█▍ | 7/48 [00:08<00:49, 1.20s/it] 17%|█▋ | 8/48 [00:09<00:46, 1.16s/it] 19%|█▉ | 9/48 [00:12<01:06, 1.70s/it] 21%|██ | 10/48 [00:13<00:58, 1.55s/it] 23%|██▎ | 11/48 [00:14<00:50, 1.37s/it] 25%|██▌ | 12/48 [00:16<00:55, 1.55s/it] 27%|██▋ | 13/48 [00:18<00:57, 1.64s/it] 29%|██▉ | 14/48 [00:20<00:56, 1.67s/it] 31%|███▏ | 15/48 [00:22<01:01, 1.86s/it] 33%|███▎ | 16/48 [00:23<00:55, 1.73s/it] 35%|███▌ | 17/48 [00:25<00:49, 1.60s/it] 38%|███▊ | 18/48 [00:27<00:50, 1.67s/it] 40%|███▉ | 19/48 [00:29<00:53, 1.86s/it] 14843 0.2930 0.0189 0.0047 : 40%|███▉ | 19/48 [00:30<00:53, 1.86s/it] 14843 0.2930 0.0189 0.0047 : 42%|████▏ | 20/48 [00:30<00:47, 1.68s/it] 14843 0.2930 0.0189 0.0047 : 44%|████▍ | 21/48 [00:32<00:47, 1.74s/it] 14843 0.2930 0.0189 0.0047 : 46%|████▌ | 22/48 [00:34<00:45, 1.74s/it] 14843 0.2930 0.0189 0.0047 : 48%|████▊ | 23/48 [00:35<00:37, 1.49s/it] 14843 0.2930 0.0189 0.0047 : 50%|█████ | 24/48 [00:36<00:35, 1.47s/it] 14843 0.2930 0.0189 0.0047 : 52%|█████▏ | 25/48 [00:37<00:32, 1.43s/it] 14843 0.2930 0.0189 0.0047 : 54%|█████▍ | 26/48 [00:39<00:35, 1.61s/it] 14843 0.2930 0.0189 0.0047 : 56%|█████▋ | 27/48 [00:41<00:34, 1.64s/it] 14843 0.2930 0.0189 0.0047 : 58%|█████▊ | 28/48 [00:43<00:34, 1.74s/it] 14843 0.2930 0.0189 0.0047 : 60%|██████ | 29/48 [00:46<00:37, 1.99s/it] 14843 0.2930 0.0189 0.0047 : 62%|██████▎ | 30/48 [00:47<00:33, 1.88s/it] 14843 0.2930 0.0189 0.0047 : 65%|██████▍ | 31/48 [00:49<00:33, 1.96s/it] 14843 0.2930 0.0189 0.0047 : 67%|██████▋ | 32/48 [00:51<00:28, 1.76s/it] 14843 0.2930 0.0189 0.0047 : 69%|██████▉ | 33/48 [00:54<00:31, 2.10s/it] 14843 0.2930 0.0189 0.0047 : 71%|███████ | 34/48 [00:55<00:25, 1.81s/it] 14843 0.2930 0.0189 0.0047 : 73%|███████▎ | 35/48 [00:56<00:23, 1.77s/it] 14843 0.2930 0.0189 0.0047 : 75%|███████▌ | 36/48 [00:58<00:20, 1.75s/it] 14843 0.2930 0.0189 0.0047 : 77%|███████▋ | 37/48 [01:00<00:19, 1.77s/it] 14843 0.2930 0.0189 0.0047 : 79%|███████▉ | 38/48 [01:01<00:16, 1.66s/it] 14843 0.2930 0.0189 0.0047 : 81%|████████▏ | 39/48 [01:02<00:13, 1.50s/it] 14863 0.2634 0.0185 0.0031 : 81%|████████▏ | 39/48 [01:05<00:13, 1.50s/it] 14863 0.2634 0.0185 0.0031 : 83%|████████▎ | 40/48 [01:05<00:15, 1.91s/it] 14863 0.2634 0.0185 0.0031 : 85%|████████▌ | 41/48 [01:07<00:13, 1.95s/it] 14863 0.2634 0.0185 0.0031 : 88%|████████▊ | 42/48 [01:08<00:10, 1.69s/it] 14863 0.2634 0.0185 0.0031 : 90%|████████▉ | 43/48 [01:10<00:08, 1.73s/it] 14863 0.2634 0.0185 0.0031 : 92%|█████████▏| 44/48 [01:12<00:06, 1.64s/it] 14863 0.2634 0.0185 0.0031 : 94%|█████████▍| 45/48 [01:13<00:04, 1.47s/it] 14863 0.2634 0.0185 0.0031 : 96%|█████████▌| 46/48 [01:15<00:03, 1.55s/it] 14863 0.2634 0.0185 0.0031 : 98%|█████████▊| 47/48 [01:17<00:01, 1.72s/it] 14863 0.2634 0.0185 0.0031 : 100%|██████████| 48/48 [01:18<00:00, 1.74s/it] 14863 0.2634 0.0185 0.0031 : 100%|██████████| 48/48 [01:18<00:00, 1.64s/it] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 7 epoch_size: 48 batches_per_epoch: 48 batch_size: 1 optim_type: 'image' 0%| | 0/48 [00:00<?, ?it/s] 2%|▏ | 1/48 [00:01<01:29, 1.91s/it] 4%|▍ | 2/48 [00:03<01:23, 1.81s/it] 6%|▋ | 3/48 [00:05<01:23, 1.86s/it] 8%|▊ | 4/48 [00:07<01:20, 1.83s/it] 10%|█ | 5/48 [00:09<01:20, 1.88s/it] 12%|█▎ | 6/48 [00:10<01:10, 1.67s/it] 15%|█▍ | 7/48 [00:11<01:00, 1.47s/it] 17%|█▋ | 8/48 [00:13<01:03, 1.58s/it] 19%|█▉ | 9/48 [00:15<01:03, 1.64s/it] 21%|██ | 10/48 [00:17<01:06, 1.74s/it] 23%|██▎ | 11/48 [00:18<00:59, 1.61s/it] 25%|██▌ | 12/48 [00:20<00:58, 1.63s/it] 27%|██▋ | 13/48 [00:21<00:52, 1.51s/it] 29%|██▉ | 14/48 [00:23<00:53, 1.57s/it] 31%|███▏ | 15/48 [00:24<00:49, 1.49s/it] 33%|███▎ | 16/48 [00:25<00:44, 1.39s/it] 35%|███▌ | 17/48 [00:26<00:41, 1.35s/it] 38%|███▊ | 18/48 [00:28<00:44, 1.47s/it] 40%|███▉ | 19/48 [00:29<00:40, 1.39s/it] 14891 0.2849 0.0184 0.0034 : 40%|███▉ | 19/48 [00:31<00:40, 1.39s/it] 14891 0.2849 0.0184 0.0034 : 42%|████▏ | 20/48 [00:31<00:43, 1.54s/it] 14891 0.2849 0.0184 0.0034 : 44%|████▍ | 21/48 [00:33<00:43, 1.61s/it] 14891 0.2849 0.0184 0.0034 : 46%|████▌ | 22/48 [00:35<00:43, 1.67s/it] 14891 0.2849 0.0184 0.0034 : 48%|████▊ | 23/48 [00:36<00:37, 1.51s/it] 14891 0.2849 0.0184 0.0034 : 50%|█████ | 24/48 [00:38<00:37, 1.57s/it] 14891 0.2849 0.0184 0.0034 : 52%|█████▏ | 25/48 [00:40<00:39, 1.73s/it] 14891 0.2849 0.0184 0.0034 : 54%|█████▍ | 26/48 [00:41<00:32, 1.48s/it] 14891 0.2849 0.0184 0.0034 : 56%|█████▋ | 27/48 [00:43<00:34, 1.63s/it] 14891 0.2849 0.0184 0.0034 : 58%|█████▊ | 28/48 [00:45<00:35, 1.79s/it] 14891 0.2849 0.0184 0.0034 : 60%|██████ | 29/48 [00:47<00:35, 1.86s/it] 14891 0.2849 0.0184 0.0034 : 62%|██████▎ | 30/48 [00:48<00:30, 1.67s/it] 14891 0.2849 0.0184 0.0034 : 65%|██████▍ | 31/48 [00:50<00:28, 1.68s/it] 14891 0.2849 0.0184 0.0034 : 67%|██████▋ | 32/48 [00:51<00:27, 1.70s/it] 14891 0.2849 0.0184 0.0034 : 69%|██████▉ | 33/48 [00:53<00:23, 1.59s/it] 14891 0.2849 0.0184 0.0034 : 71%|███████ | 34/48 [00:55<00:23, 1.64s/it] 14891 0.2849 0.0184 0.0034 : 73%|███████▎ | 35/48 [00:56<00:20, 1.54s/it] 14891 0.2849 0.0184 0.0034 : 75%|███████▌ | 36/48 [00:57<00:16, 1.35s/it] 14891 0.2849 0.0184 0.0034 : 77%|███████▋ | 37/48 [00:58<00:15, 1.43s/it] 14891 0.2849 0.0184 0.0034 : 79%|███████▉ | 38/48 [01:00<00:14, 1.41s/it] 14891 0.2849 0.0184 0.0034 : 81%|████████▏ | 39/48 [01:01<00:12, 1.39s/it] 14911 0.2546 0.0208 0.0058 : 81%|████████▏ | 39/48 [01:02<00:12, 1.39s/it] 14911 0.2546 0.0208 0.0058 : 83%|████████▎ | 40/48 [01:02<00:10, 1.32s/it] 14911 0.2546 0.0208 0.0058 : 85%|████████▌ | 41/48 [01:04<00:09, 1.43s/it] 14911 0.2546 0.0208 0.0058 : 88%|████████▊ | 42/48 [01:05<00:08, 1.39s/it] 14911 0.2546 0.0208 0.0058 : 90%|████████▉ | 43/48 [01:07<00:07, 1.52s/it] 14911 0.2546 0.0208 0.0058 : 92%|█████████▏| 44/48 [01:09<00:06, 1.70s/it] 14911 0.2546 0.0208 0.0058 : 94%|█████████▍| 45/48 [01:11<00:04, 1.59s/it] 14911 0.2546 0.0208 0.0058 : 96%|█████████▌| 46/48 [01:12<00:03, 1.62s/it] 14911 0.2546 0.0208 0.0058 : 98%|█████████▊| 47/48 [01:13<00:01, 1.48s/it] 14911 0.2546 0.0208 0.0058 : 100%|██████████| 48/48 [01:15<00:00, 1.56s/it] 14911 0.2546 0.0208 0.0058 : 100%|██████████| 48/48 [01:15<00:00, 1.58s/it] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 8 epoch_size: 48 batches_per_epoch: 48 batch_size: 1 optim_type: 'image' 0%| | 0/48 [00:00<?, ?it/s] 2%|▏ | 1/48 [00:00<00:44, 1.05it/s] 4%|▍ | 2/48 [00:03<01:16, 1.66s/it] 6%|▋ | 3/48 [00:04<01:15, 1.67s/it] 8%|▊ | 4/48 [00:06<01:12, 1.65s/it] 10%|█ | 5/48 [00:07<01:02, 1.46s/it] 12%|█▎ | 6/48 [00:09<01:06, 1.58s/it] 15%|█▍ | 7/48 [00:10<00:56, 1.38s/it] 17%|█▋ | 8/48 [00:12<01:03, 1.59s/it] 19%|█▉ | 9/48 [00:13<00:59, 1.54s/it] 21%|██ | 10/48 [00:15<01:00, 1.59s/it] 23%|██▎ | 11/48 [00:16<00:51, 1.38s/it] 25%|██▌ | 12/48 [00:18<00:53, 1.47s/it] 27%|██▋ | 13/48 [00:20<00:58, 1.67s/it] 29%|██▉ | 14/48 [00:21<00:56, 1.68s/it] 31%|███▏ | 15/48 [00:23<00:52, 1.60s/it] 33%|███▎ | 16/48 [00:24<00:46, 1.44s/it] 35%|███▌ | 17/48 [00:25<00:41, 1.33s/it] 38%|███▊ | 18/48 [00:26<00:37, 1.26s/it] 40%|███▉ | 19/48 [00:28<00:40, 1.38s/it] 14939 0.2598 0.0194 0.0043 : 40%|███▉ | 19/48 [00:30<00:40, 1.38s/it] 14939 0.2598 0.0194 0.0043 : 42%|████▏ | 20/48 [00:30<00:43, 1.57s/it] 14939 0.2598 0.0194 0.0043 : 44%|████▍ | 21/48 [00:32<00:46, 1.74s/it] 14939 0.2598 0.0194 0.0043 : 46%|████▌ | 22/48 [00:33<00:41, 1.59s/it] 14939 0.2598 0.0194 0.0043 : 48%|████▊ | 23/48 [00:34<00:35, 1.43s/it] 14939 0.2598 0.0194 0.0043 : 50%|█████ | 24/48 [00:35<00:30, 1.25s/it] 14939 0.2598 0.0194 0.0043 : 52%|█████▏ | 25/48 [00:37<00:32, 1.41s/it] 14939 0.2598 0.0194 0.0043 : 54%|█████▍ | 26/48 [00:38<00:32, 1.50s/it] 14939 0.2598 0.0194 0.0043 : 56%|█████▋ | 27/48 [00:41<00:36, 1.74s/it] 14939 0.2598 0.0194 0.0043 : 58%|█████▊ | 28/48 [00:43<00:35, 1.77s/it] 14939 0.2598 0.0194 0.0043 : 60%|██████ | 29/48 [00:44<00:31, 1.66s/it] 14939 0.2598 0.0194 0.0043 : 62%|██████▎ | 30/48 [00:46<00:30, 1.68s/it] 14939 0.2598 0.0194 0.0043 : 65%|██████▍ | 31/48 [00:47<00:28, 1.68s/it] 14939 0.2598 0.0194 0.0043 : 67%|██████▋ | 32/48 [00:49<00:24, 1.52s/it] 14939 0.2598 0.0194 0.0043 : 69%|██████▉ | 33/48 [00:50<00:20, 1.39s/it] 14939 0.2598 0.0194 0.0043 : 71%|███████ | 34/48 [00:51<00:21, 1.51s/it] 14939 0.2598 0.0194 0.0043 : 73%|███████▎ | 35/48 [00:52<00:17, 1.33s/it] 14939 0.2598 0.0194 0.0043 : 75%|███████▌ | 36/48 [00:54<00:17, 1.43s/it] 14939 0.2598 0.0194 0.0043 : 77%|███████▋ | 37/48 [00:55<00:15, 1.42s/it] 14939 0.2598 0.0194 0.0043 : 79%|███████▉ | 38/48 [00:57<00:13, 1.37s/it] 14939 0.2598 0.0194 0.0043 : 81%|████████▏ | 39/48 [00:58<00:12, 1.39s/it] 14959 0.2364 0.0201 0.0049 : 81%|████████▏ | 39/48 [01:00<00:12, 1.39s/it] 14959 0.2364 0.0201 0.0049 : 83%|████████▎ | 40/48 [01:00<00:11, 1.47s/it] 14959 0.2364 0.0201 0.0049 : 85%|████████▌ | 41/48 [01:02<00:11, 1.57s/it] 14959 0.2364 0.0201 0.0049 : 88%|████████▊ | 42/48 [01:03<00:09, 1.60s/it] 14959 0.2364 0.0201 0.0049 : 90%|████████▉ | 43/48 [01:04<00:07, 1.45s/it] 14959 0.2364 0.0201 0.0049 : 92%|█████████▏| 44/48 [01:06<00:06, 1.58s/it] 14959 0.2364 0.0201 0.0049 : 94%|█████████▍| 45/48 [01:08<00:04, 1.51s/it] 14959 0.2364 0.0201 0.0049 : 96%|█████████▌| 46/48 [01:09<00:02, 1.45s/it] 14959 0.2364 0.0201 0.0049 : 98%|█████████▊| 47/48 [01:11<00:01, 1.54s/it] 14959 0.2364 0.0201 0.0049 : 100%|██████████| 48/48 [01:12<00:00, 1.35s/it] 14959 0.2364 0.0201 0.0049 : 100%|██████████| 48/48 [01:12<00:00, 1.50s/it] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 9 epoch_size: 48 batches_per_epoch: 48 batch_size: 1 optim_type: 'image' 0%| | 0/48 [00:00<?, ?it/s] 2%|▏ | 1/48 [00:01<01:18, 1.67s/it] 4%|▍ | 2/48 [00:03<01:08, 1.48s/it] 6%|▋ | 3/48 [00:04<01:16, 1.71s/it] 8%|▊ | 4/48 [00:06<01:08, 1.56s/it] 10%|█ | 5/48 [00:08<01:11, 1.65s/it] 12%|█▎ | 6/48 [00:09<01:05, 1.57s/it] 15%|█▍ | 7/48 [00:11<01:04, 1.58s/it] 17%|█▋ | 8/48 [00:12<01:05, 1.63s/it] 19%|█▉ | 9/48 [00:15<01:09, 1.78s/it] 21%|██ | 10/48 [00:16<01:05, 1.73s/it] 23%|██▎ | 11/48 [00:19<01:13, 1.99s/it] 25%|██▌ | 12/48 [00:21<01:12, 2.03s/it] 27%|██▋ | 13/48 [00:22<00:58, 1.68s/it] 29%|██▉ | 14/48 [00:23<00:51, 1.52s/it] 31%|███▏ | 15/48 [00:25<00:57, 1.75s/it] 33%|███▎ | 16/48 [00:27<00:55, 1.72s/it] 35%|███▌ | 17/48 [00:28<00:50, 1.61s/it] 38%|███▊ | 18/48 [00:29<00:45, 1.53s/it] 40%|███▉ | 19/48 [00:31<00:45, 1.57s/it] 14987 0.2643 0.0196 0.0043 : 40%|███▉ | 19/48 [00:33<00:45, 1.57s/it] 14987 0.2643 0.0196 0.0043 : 42%|████▏ | 20/48 [00:33<00:47, 1.71s/it] 14987 0.2643 0.0196 0.0043 : 44%|████▍ | 21/48 [00:35<00:46, 1.73s/it] 14987 0.2643 0.0196 0.0043 : 46%|████▌ | 22/48 [00:37<00:45, 1.74s/it] 14987 0.2643 0.0196 0.0043 : 48%|████▊ | 23/48 [00:38<00:43, 1.75s/it] 14987 0.2643 0.0196 0.0043 : 50%|█████ | 24/48 [00:40<00:38, 1.60s/it] 14987 0.2643 0.0196 0.0043 : 52%|█████▏ | 25/48 [00:41<00:34, 1.50s/it] 14987 0.2643 0.0196 0.0043 : 54%|█████▍ | 26/48 [00:42<00:31, 1.43s/it] 14987 0.2643 0.0196 0.0043 : 56%|█████▋ | 27/48 [00:44<00:32, 1.53s/it] 14987 0.2643 0.0196 0.0043 : 58%|█████▊ | 28/48 [00:46<00:31, 1.56s/it] 14987 0.2643 0.0196 0.0043 : 60%|██████ | 29/48 [00:47<00:30, 1.60s/it] 14987 0.2643 0.0196 0.0043 : 62%|██████▎ | 30/48 [00:49<00:31, 1.73s/it] 14987 0.2643 0.0196 0.0043 : 65%|██████▍ | 31/48 [00:51<00:27, 1.63s/it] 14987 0.2643 0.0196 0.0043 : 67%|██████▋ | 32/48 [00:53<00:26, 1.69s/it] 14987 0.2643 0.0196 0.0043 : 69%|██████▉ | 33/48 [00:54<00:24, 1.66s/it] 14987 0.2643 0.0196 0.0043 : 71%|███████ | 34/48 [00:55<00:20, 1.43s/it] 14987 0.2643 0.0196 0.0043 : 73%|███████▎ | 35/48 [00:56<00:16, 1.27s/it] 14987 0.2643 0.0196 0.0043 : 75%|███████▌ | 36/48 [00:59<00:19, 1.66s/it] 14987 0.2643 0.0196 0.0043 : 77%|███████▋ | 37/48 [01:00<00:18, 1.67s/it] 14987 0.2643 0.0196 0.0043 : 79%|███████▉ | 38/48 [01:01<00:15, 1.53s/it] 14987 0.2643 0.0196 0.0043 : 81%|████████▏ | 39/48 [01:03<00:12, 1.39s/it] 15007 0.2442 0.0201 0.0047 : 81%|████████▏ | 39/48 [01:04<00:12, 1.39s/it] 15007 0.2442 0.0201 0.0047 : 83%|████████▎ | 40/48 [01:04<00:11, 1.46s/it] 15007 0.2442 0.0201 0.0047 : 85%|████████▌ | 41/48 [01:06<00:10, 1.45s/it] 15007 0.2442 0.0201 0.0047 : 88%|████████▊ | 42/48 [01:08<00:09, 1.66s/it] 15007 0.2442 0.0201 0.0047 : 90%|████████▉ | 43/48 [01:09<00:07, 1.57s/it] 15007 0.2442 0.0201 0.0047 : 92%|█████████▏| 44/48 [01:11<00:06, 1.61s/it] 15007 0.2442 0.0201 0.0047 : 94%|█████████▍| 45/48 [01:12<00:04, 1.47s/it] 15007 0.2442 0.0201 0.0047 : 96%|█████████▌| 46/48 [01:14<00:03, 1.54s/it] 15007 0.2442 0.0201 0.0047 : 98%|█████████▊| 47/48 [01:17<00:01, 1.94s/it] 15007 0.2442 0.0201 0.0047 : 100%|██████████| 48/48 [01:19<00:00, 1.95s/it] 15007 0.2442 0.0201 0.0047 : 100%|██████████| 48/48 [01:19<00:00, 1.65s/it] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 10 epoch_size: 48 batches_per_epoch: 48 batch_size: 1 optim_type: 'image' 0%| | 0/48 [00:00<?, ?it/s] 2%|▏ | 1/48 [00:01<01:03, 1.35s/it] 4%|▍ | 2/48 [00:02<01:03, 1.39s/it] 6%|▋ | 3/48 [00:04<01:01, 1.36s/it] 8%|▊ | 4/48 [00:06<01:13, 1.66s/it] 10%|█ | 5/48 [00:07<01:05, 1.51s/it] 12%|█▎ | 6/48 [00:08<00:59, 1.41s/it] 15%|█▍ | 7/48 [00:09<00:50, 1.22s/it] 17%|█▋ | 8/48 [00:11<00:54, 1.36s/it] 19%|█▉ | 9/48 [00:12<00:56, 1.44s/it] 21%|██ | 10/48 [00:14<01:01, 1.62s/it] 23%|██▎ | 11/48 [00:16<00:55, 1.51s/it] 25%|██▌ | 12/48 [00:17<00:57, 1.60s/it] 27%|██▋ | 13/48 [00:20<01:02, 1.77s/it] 29%|██▉ | 14/48 [00:21<00:55, 1.62s/it] 31%|███▏ | 15/48 [00:22<00:51, 1.56s/it] 33%|███▎ | 16/48 [00:24<00:47, 1.49s/it] 35%|███▌ | 17/48 [00:26<00:52, 1.68s/it] 38%|███▊ | 18/48 [00:28<00:52, 1.74s/it] 40%|███▉ | 19/48 [00:29<00:49, 1.72s/it] 15035 0.2353 0.0203 0.0054 : 40%|███▉ | 19/48 [00:31<00:49, 1.72s/it] 15035 0.2353 0.0203 0.0054 : 42%|████▏ | 20/48 [00:31<00:45, 1.63s/it] 15035 0.2353 0.0203 0.0054 : 44%|████▍ | 21/48 [00:32<00:40, 1.52s/it] 15035 0.2353 0.0203 0.0054 : 46%|████▌ | 22/48 [00:34<00:43, 1.67s/it] 15035 0.2353 0.0203 0.0054 : 48%|████▊ | 23/48 [00:35<00:37, 1.52s/it] 15035 0.2353 0.0203 0.0054 : 50%|█████ | 24/48 [00:36<00:35, 1.46s/it] 15035 0.2353 0.0203 0.0054 : 52%|█████▏ | 25/48 [00:38<00:32, 1.40s/it] 15035 0.2353 0.0203 0.0054 : 54%|█████▍ | 26/48 [00:39<00:33, 1.52s/it] 15035 0.2353 0.0203 0.0054 : 56%|█████▋ | 27/48 [00:41<00:31, 1.49s/it] 15035 0.2353 0.0203 0.0054 : 58%|█████▊ | 28/48 [00:43<00:31, 1.55s/it] 15035 0.2353 0.0203 0.0054 : 60%|██████ | 29/48 [00:44<00:30, 1.58s/it] 15035 0.2353 0.0203 0.0054 : 62%|██████▎ | 30/48 [00:46<00:27, 1.52s/it] 15035 0.2353 0.0203 0.0054 : 65%|██████▍ | 31/48 [00:47<00:27, 1.62s/it] 15035 0.2353 0.0203 0.0054 : 67%|██████▋ | 32/48 [00:49<00:23, 1.48s/it] 15035 0.2353 0.0203 0.0054 : 69%|██████▉ | 33/48 [00:50<00:21, 1.45s/it] 15035 0.2353 0.0203 0.0054 : 71%|███████ | 34/48 [00:51<00:19, 1.36s/it] 15035 0.2353 0.0203 0.0054 : 73%|███████▎ | 35/48 [00:53<00:21, 1.64s/it] 15035 0.2353 0.0203 0.0054 : 75%|███████▌ | 36/48 [00:55<00:18, 1.55s/it] 15035 0.2353 0.0203 0.0054 : 77%|███████▋ | 37/48 [00:57<00:17, 1.63s/it] 15035 0.2353 0.0203 0.0054 : 79%|███████▉ | 38/48 [00:59<00:17, 1.73s/it] 15035 0.2353 0.0203 0.0054 : 81%|████████▏ | 39/48 [01:01<00:16, 1.82s/it] 15055 0.2509 0.0214 0.0071 : 81%|████████▏ | 39/48 [01:01<00:16, 1.82s/it] 15055 0.2509 0.0214 0.0071 : 83%|████████▎ | 40/48 [01:01<00:12, 1.52s/it] 15055 0.2509 0.0214 0.0071 : 85%|████████▌ | 41/48 [01:04<00:11, 1.71s/it] 15055 0.2509 0.0214 0.0071 : 88%|████████▊ | 42/48 [01:05<00:09, 1.57s/it] 15055 0.2509 0.0214 0.0071 : 90%|████████▉ | 43/48 [01:06<00:06, 1.35s/it] 15055 0.2509 0.0214 0.0071 : 92%|█████████▏| 44/48 [01:07<00:05, 1.27s/it] 15055 0.2509 0.0214 0.0071 : 94%|█████████▍| 45/48 [01:08<00:04, 1.37s/it] 15055 0.2509 0.0214 0.0071 : 96%|█████████▌| 46/48 [01:10<00:02, 1.32s/it] 15055 0.2509 0.0214 0.0071 : 98%|█████████▊| 47/48 [01:11<00:01, 1.41s/it] 15055 0.2509 0.0214 0.0071 : 100%|██████████| 48/48 [01:12<00:00, 1.35s/it] 15055 0.2509 0.0214 0.0071 : 100%|██████████| 48/48 [01:12<00:00, 1.52s/it] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 11 epoch_size: 48 batches_per_epoch: 48 batch_size: 1 optim_type: 'image' 0%| | 0/48 [00:00<?, ?it/s] 2%|▏ | 1/48 [00:00<00:41, 1.13it/s] 4%|▍ | 2/48 [00:02<01:00, 1.32s/it] 6%|▋ | 3/48 [00:03<00:50, 1.13s/it] 8%|▊ | 4/48 [00:05<01:01, 1.40s/it] 10%|█ | 5/48 [00:06<01:05, 1.52s/it] 12%|█▎ | 6/48 [00:08<00:57, 1.38s/it] 15%|█▍ | 7/48 [00:09<01:02, 1.53s/it] 17%|█▋ | 8/48 [00:11<01:06, 1.66s/it] 19%|█▉ | 9/48 [00:13<01:04, 1.67s/it] 21%|██ | 10/48 [00:14<00:53, 1.40s/it] 23%|██▎ | 11/48 [00:15<00:52, 1.41s/it] 25%|██▌ | 12/48 [00:17<00:49, 1.36s/it] 27%|██▋ | 13/48 [00:19<00:54, 1.57s/it] 29%|██▉ | 14/48 [00:20<00:54, 1.60s/it] 31%|███▏ | 15/48 [00:22<00:53, 1.62s/it] 33%|███▎ | 16/48 [00:24<00:55, 1.75s/it] 35%|███▌ | 17/48 [00:25<00:51, 1.65s/it] 38%|███▊ | 18/48 [00:27<00:47, 1.58s/it] 40%|███▉ | 19/48 [00:28<00:46, 1.61s/it] 15083 0.2363 0.0213 0.0063 : 40%|███▉ | 19/48 [00:30<00:46, 1.61s/it] 15083 0.2363 0.0213 0.0063 : 42%|████▏ | 20/48 [00:30<00:41, 1.48s/it] 15083 0.2363 0.0213 0.0063 : 44%|████▍ | 21/48 [00:31<00:42, 1.57s/it] 15083 0.2363 0.0213 0.0063 : 46%|████▌ | 22/48 [00:34<00:45, 1.74s/it] 15083 0.2363 0.0213 0.0063 : 48%|████▊ | 23/48 [00:35<00:39, 1.59s/it] 15083 0.2363 0.0213 0.0063 : 50%|█████ | 24/48 [00:37<00:39, 1.64s/it] 15083 0.2363 0.0213 0.0063 : 52%|█████▏ | 25/48 [00:38<00:34, 1.50s/it] 15083 0.2363 0.0213 0.0063 : 54%|█████▍ | 26/48 [00:39<00:34, 1.56s/it] 15083 0.2363 0.0213 0.0063 : 56%|█████▋ | 27/48 [00:42<00:41, 1.96s/it] 15083 0.2363 0.0213 0.0063 : 58%|█████▊ | 28/48 [00:44<00:35, 1.80s/it] 15083 0.2363 0.0213 0.0063 : 60%|██████ | 29/48 [00:45<00:33, 1.77s/it] 15083 0.2363 0.0213 0.0063 : 62%|██████▎ | 30/48 [00:47<00:32, 1.82s/it] 15083 0.2363 0.0213 0.0063 : 65%|██████▍ | 31/48 [00:49<00:30, 1.78s/it] 15083 0.2363 0.0213 0.0063 : 67%|██████▋ | 32/48 [00:50<00:24, 1.51s/it] 15083 0.2363 0.0213 0.0063 : 69%|██████▉ | 33/48 [00:52<00:23, 1.57s/it] 15083 0.2363 0.0213 0.0063 : 71%|███████ | 34/48 [00:53<00:20, 1.47s/it] 15083 0.2363 0.0213 0.0063 : 73%|███████▎ | 35/48 [00:55<00:21, 1.64s/it] 15083 0.2363 0.0213 0.0063 : 75%|███████▌ | 36/48 [00:58<00:23, 1.92s/it] 15083 0.2363 0.0213 0.0063 : 77%|███████▋ | 37/48 [00:59<00:19, 1.75s/it] 15083 0.2363 0.0213 0.0063 : 79%|███████▉ | 38/48 [01:00<00:16, 1.64s/it] 15083 0.2363 0.0213 0.0063 : 81%|████████▏ | 39/48 [01:02<00:14, 1.65s/it] 15103 0.2628 0.0204 0.0045 : 81%|████████▏ | 39/48 [01:04<00:14, 1.65s/it] 15103 0.2628 0.0204 0.0045 : 83%|████████▎ | 40/48 [01:04<00:13, 1.71s/it] 15103 0.2628 0.0204 0.0045 : 85%|████████▌ | 41/48 [01:05<00:11, 1.61s/it] 15103 0.2628 0.0204 0.0045 : 88%|████████▊ | 42/48 [01:07<00:09, 1.61s/it] 15103 0.2628 0.0204 0.0045 : 90%|████████▉ | 43/48 [01:08<00:07, 1.51s/it] 15103 0.2628 0.0204 0.0045 : 92%|█████████▏| 44/48 [01:10<00:06, 1.56s/it] 15103 0.2628 0.0204 0.0045 : 94%|█████████▍| 45/48 [01:11<00:04, 1.44s/it] 15103 0.2628 0.0204 0.0045 : 96%|█████████▌| 46/48 [01:13<00:03, 1.56s/it] 15103 0.2628 0.0204 0.0045 : 98%|█████████▊| 47/48 [01:15<00:01, 1.68s/it] 15103 0.2628 0.0204 0.0045 : 100%|██████████| 48/48 [01:16<00:00, 1.71s/it] 15103 0.2628 0.0204 0.0045 : 100%|██████████| 48/48 [01:16<00:00, 1.60s/it] Setting up [LPIPS] perceptual loss: trunk [vgg], v[0.1], spatial [off] Loading model from: /root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/lpips/weights/v0.1/vgg.pth Detected LLFF dataset Using pre-scaled images from /root/.cache/arf-svox2/data/llff/trex/images_4 Loaded LLFF data /root/.cache/arf-svox2/data/llff/trex 14.611281520672364 128.97241851887296 recentered (3, 4) [ 2.296519 10.719525] Overriding offset 250-> 250 dmin = 2.296519, dmax = 10.719525, invz = 0, offset = 250 0%| | 0/7 [00:00<?, ?it/s] 43%|████▎ | 3/7 [00:00<00:00, 25.44it/s] 100%|██████████| 7/7 [00:00<00:00, 28.54it/s] 100%|██████████| 7/7 [00:00<00:00, 28.07it/s] 0%| | 0/120 [00:00<?, ?it/s] 100%|██████████| 120/120 [00:00<00:00, 100302.21it/s] z_bounds from LLFF: [2.2965190410614014, 10.719525337219238] (not used) scene_radius [1.496031746031746, 1.6613756613756614, 1.0] Writing to /root/.cache/arf-svox2/ckpt_arf/llff/trex/d06b9167-8dde-4e32-8e70-1ee28f47bc23/test_renders_path 0%| | 0/120 [00:00<?, ?it/s] 1%| | 1/120 [00:00<00:54, 2.16it/s] 2%|▏ | 2/120 [00:00<00:50, 2.36it/s] 2%|▎ | 3/120 [00:01<00:49, 2.37it/s] 3%|▎ | 4/120 [00:01<00:48, 2.38it/s] 4%|▍ | 5/120 [00:02<00:47, 2.40it/s] 5%|▌ | 6/120 [00:02<00:47, 2.40it/s] 6%|▌ | 7/120 [00:02<00:46, 2.43it/s] 7%|▋ | 8/120 [00:03<00:45, 2.44it/s] 8%|▊ | 9/120 [00:03<00:44, 2.48it/s] 8%|▊ | 10/120 [00:04<00:43, 2.52it/s] 9%|▉ | 11/120 [00:04<00:42, 2.57it/s] 10%|█ | 12/120 [00:04<00:41, 2.61it/s] 11%|█ | 13/120 [00:05<00:40, 2.66it/s] 12%|█▏ | 14/120 [00:05<00:39, 2.71it/s] 12%|█▎ | 15/120 [00:05<00:38, 2.76it/s] 13%|█▎ | 16/120 [00:06<00:37, 2.76it/s] 14%|█▍ | 17/120 [00:06<00:36, 2.80it/s] 15%|█▌ | 18/120 [00:06<00:36, 2.80it/s] 16%|█▌ | 19/120 [00:07<00:36, 2.78it/s] 17%|█▋ | 20/120 [00:07<00:36, 2.75it/s] 18%|█▊ | 21/120 [00:08<00:36, 2.71it/s] 18%|█▊ | 22/120 [00:08<00:36, 2.65it/s] 19%|█▉ | 23/120 [00:08<00:37, 2.60it/s] 20%|██ | 24/120 [00:09<00:37, 2.53it/s] 21%|██ | 25/120 [00:09<00:38, 2.49it/s] 22%|██▏ | 26/120 [00:10<00:38, 2.44it/s] 22%|██▎ | 27/120 [00:10<00:38, 2.39it/s] 23%|██▎ | 28/120 [00:11<00:39, 2.35it/s] 24%|██▍ | 29/120 [00:11<00:38, 2.35it/s] 25%|██▌ | 30/120 [00:11<00:38, 2.35it/s] 26%|██▌ | 31/120 [00:12<00:37, 2.36it/s] 27%|██▋ | 32/120 [00:12<00:37, 2.35it/s] 28%|██▊ | 33/120 [00:13<00:37, 2.32it/s] 28%|██▊ | 34/120 [00:13<00:37, 2.28it/s] 29%|██▉ | 35/120 [00:14<00:37, 2.25it/s] 30%|███ | 36/120 [00:14<00:37, 2.22it/s] 31%|███ | 37/120 [00:15<00:37, 2.21it/s] 32%|███▏ | 38/120 [00:15<00:37, 2.20it/s] 32%|███▎ | 39/120 [00:15<00:36, 2.20it/s] 33%|███▎ | 40/120 [00:16<00:36, 2.22it/s] 34%|███▍ | 41/120 [00:16<00:35, 2.25it/s] 35%|███▌ | 42/120 [00:17<00:34, 2.28it/s] 36%|███▌ | 43/120 [00:17<00:33, 2.32it/s] 37%|███▋ | 44/120 [00:18<00:32, 2.35it/s] 38%|███▊ | 45/120 [00:18<00:31, 2.38it/s] 38%|███▊ | 46/120 [00:18<00:30, 2.39it/s] 39%|███▉ | 47/120 [00:19<00:30, 2.40it/s] 40%|████ | 48/120 [00:19<00:29, 2.40it/s] 41%|████ | 49/120 [00:20<00:29, 2.40it/s] 42%|████▏ | 50/120 [00:20<00:29, 2.37it/s] 42%|████▎ | 51/120 [00:20<00:29, 2.34it/s] 43%|████▎ | 52/120 [00:21<00:29, 2.30it/s] 44%|████▍ | 53/120 [00:21<00:29, 2.26it/s] 45%|████▌ | 54/120 [00:22<00:29, 2.22it/s] 46%|████▌ | 55/120 [00:22<00:29, 2.19it/s] 47%|████▋ | 56/120 [00:23<00:29, 2.16it/s] 48%|████▊ | 57/120 [00:23<00:29, 2.15it/s] 48%|████▊ | 58/120 [00:24<00:28, 2.15it/s] 49%|████▉ | 59/120 [00:24<00:28, 2.17it/s] 50%|█████ | 60/120 [00:25<00:27, 2.21it/s] 51%|█████ | 61/120 [00:25<00:25, 2.27it/s] 52%|█████▏ | 62/120 [00:25<00:25, 2.30it/s] 52%|█████▎ | 63/120 [00:26<00:24, 2.29it/s] 53%|█████▎ | 64/120 [00:26<00:24, 2.28it/s] 54%|█████▍ | 65/120 [00:27<00:24, 2.28it/s] 55%|█████▌ | 66/120 [00:27<00:23, 2.28it/s] 56%|█████▌ | 67/120 [00:28<00:23, 2.28it/s] 57%|█████▋ | 68/120 [00:28<00:22, 2.30it/s] 57%|█████▊ | 69/120 [00:29<00:21, 2.33it/s] 58%|█████▊ | 70/120 [00:29<00:21, 2.36it/s] 59%|█████▉ | 71/120 [00:29<00:20, 2.40it/s] 60%|██████ | 72/120 [00:30<00:19, 2.44it/s] 61%|██████ | 73/120 [00:30<00:18, 2.50it/s] 62%|██████▏ | 74/120 [00:30<00:18, 2.56it/s] 62%|██████▎ | 75/120 [00:31<00:17, 2.58it/s] 63%|██████▎ | 76/120 [00:31<00:16, 2.61it/s] 64%|██████▍ | 77/120 [00:32<00:16, 2.63it/s] 65%|██████▌ | 78/120 [00:32<00:15, 2.64it/s] 66%|██████▌ | 79/120 [00:32<00:15, 2.63it/s] 67%|██████▋ | 80/120 [00:33<00:15, 2.60it/s] 68%|██████▊ | 81/120 [00:33<00:15, 2.57it/s] 68%|██████▊ | 82/120 [00:34<00:15, 2.52it/s] 69%|██████▉ | 83/120 [00:34<00:14, 2.47it/s] 70%|███████ | 84/120 [00:34<00:14, 2.42it/s] 71%|███████ | 85/120 [00:35<00:14, 2.38it/s] 72%|███████▏ | 86/120 [00:35<00:14, 2.34it/s] 72%|███████▎ | 87/120 [00:36<00:14, 2.31it/s] 73%|███████▎ | 88/120 [00:36<00:13, 2.29it/s] 74%|███████▍ | 89/120 [00:37<00:13, 2.29it/s] 75%|███████▌ | 90/120 [00:37<00:13, 2.30it/s] 76%|███████▌ | 91/120 [00:37<00:12, 2.30it/s] 77%|███████▋ | 92/120 [00:38<00:12, 2.28it/s] 78%|███████▊ | 93/120 [00:38<00:11, 2.27it/s] 78%|███████▊ | 94/120 [00:39<00:11, 2.24it/s] 79%|███████▉ | 95/120 [00:39<00:11, 2.22it/s] 80%|████████ | 96/120 [00:40<00:10, 2.19it/s] 81%|████████ | 97/120 [00:40<00:10, 2.19it/s] 82%|████████▏ | 98/120 [00:41<00:10, 2.19it/s] 82%|████████▎ | 99/120 [00:41<00:09, 2.19it/s] 83%|████████▎ | 100/120 [00:42<00:09, 2.21it/s] 84%|████████▍ | 101/120 [00:42<00:08, 2.24it/s] 85%|████████▌ | 102/120 [00:42<00:07, 2.28it/s] 86%|████████▌ | 103/120 [00:43<00:07, 2.32it/s] 87%|████████▋ | 104/120 [00:43<00:06, 2.35it/s] 88%|████████▊ | 105/120 [00:44<00:06, 2.38it/s] 88%|████████▊ | 106/120 [00:44<00:05, 2.40it/s] 89%|████████▉ | 107/120 [00:44<00:05, 2.41it/s] 90%|█████████ | 108/120 [00:45<00:04, 2.42it/s] 91%|█████████ | 109/120 [00:45<00:04, 2.42it/s] 92%|█████████▏| 110/120 [00:46<00:04, 2.41it/s] 92%|█████████▎| 111/120 [00:46<00:03, 2.37it/s] 93%|█████████▎| 112/120 [00:47<00:03, 2.34it/s] 94%|█████████▍| 113/120 [00:47<00:03, 2.31it/s] 95%|█████████▌| 114/120 [00:48<00:02, 2.28it/s] 96%|█████████▌| 115/120 [00:48<00:02, 2.24it/s] 97%|█████████▋| 116/120 [00:48<00:01, 2.21it/s] 98%|█████████▊| 117/120 [00:49<00:01, 2.21it/s] 98%|█████████▊| 118/120 [00:49<00:00, 2.21it/s] 99%|█████████▉| 119/120 [00:50<00:00, 2.22it/s] 100%|██████████| 120/120 [00:50<00:00, 2.26it/s] 100%|██████████| 120/120 [00:50<00:00, 2.37it/s] IMAGEIO FFMPEG_WRITER WARNING: input image is not divisible by macro_block_size=8, resizing from (1008, 756) to (1008, 760) to ensure video compatibility with most codecs and players. To prevent resizing, make your input image divisible by the macro_block_size or set the macro_block_size to 1 (risking incompatibility).Prediction
nightmareai/arf-svox2:2c98bc84b814b4c99ff7505f5017b7a5e94b96018daed2fd4284bbb469ec887eInput
- image
- scene
- fern
{ "image": "https://replicate.delivery/mgxm/025a1418-3f72-4dda-a118-9f10ec85257c/dd878c8a-18c6-4316-b530-1b1ef6aab489.png", "scene": "fern" }Install Replicate’s Node.js client library:npm install replicateImport and set up the client:import Replicate from "replicate"; const replicate = new Replicate({ auth: process.env.REPLICATE_API_TOKEN, });Run nightmareai/arf-svox2 using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
const output = await replicate.run( "nightmareai/arf-svox2:2c98bc84b814b4c99ff7505f5017b7a5e94b96018daed2fd4284bbb469ec887e", { input: { image: "https://replicate.delivery/mgxm/025a1418-3f72-4dda-a118-9f10ec85257c/dd878c8a-18c6-4316-b530-1b1ef6aab489.png", scene: "fern" } } ); // To access the file URL: console.log(output.url()); //=> "http://example.com" // To write the file to disk: fs.writeFile("my-image.png", output);To learn more, take a look at the guide on getting started with Node.js.
Install Replicate’s Python client library:pip install replicateImport the client:import replicateRun nightmareai/arf-svox2 using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
output = replicate.run( "nightmareai/arf-svox2:2c98bc84b814b4c99ff7505f5017b7a5e94b96018daed2fd4284bbb469ec887e", input={ "image": "https://replicate.delivery/mgxm/025a1418-3f72-4dda-a118-9f10ec85257c/dd878c8a-18c6-4316-b530-1b1ef6aab489.png", "scene": "fern" } ) print(output)To learn more, take a look at the guide on getting started with Python.
Run nightmareai/arf-svox2 using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
curl -s -X POST \ -H "Authorization: Bearer $REPLICATE_API_TOKEN" \ -H "Content-Type: application/json" \ -H "Prefer: wait" \ -d $'{ "version": "nightmareai/arf-svox2:2c98bc84b814b4c99ff7505f5017b7a5e94b96018daed2fd4284bbb469ec887e", "input": { "image": "https://replicate.delivery/mgxm/025a1418-3f72-4dda-a118-9f10ec85257c/dd878c8a-18c6-4316-b530-1b1ef6aab489.png", "scene": "fern" } }' \ https://api.replicate.com/v1/predictionsTo learn more, take a look at Replicate’s HTTP API reference docs.
Output
{ "completed_at": "2022-06-23T07:59:01.081430Z", "created_at": "2022-06-23T07:50:57.060205Z", "data_removed": false, "error": null, "id": "3z6l6pdii5fkdmnllnl43hhlj4", "input": { "image": "https://replicate.delivery/mgxm/025a1418-3f72-4dda-a118-9f10ec85257c/dd878c8a-18c6-4316-b530-1b1ef6aab489.png", "scene": "fern" }, "logs": "Downloading checkpoint for fern\nDetected LLFF dataset\nUsing pre-scaled images from /root/.cache/arf-svox2/data/llff/fern/images_4\nLoaded LLFF data /root/.cache/arf-svox2/data/llff/fern 16.985296178676084 80.00209740336334\nrecentered (3, 4)\n[1.3765233 5.48648 ]\nOverriding offset 250-> 250\ndmin = 1.376523, dmax = 5.486480, invz = 0, offset = 250\n\n 0%| | 0/17 [00:00<?, ?it/s]\n 12%|█▏ | 2/17 [00:00<00:00, 15.23it/s]\n 29%|██▉ | 5/17 [00:00<00:00, 22.46it/s]\n 47%|████▋ | 8/17 [00:00<00:00, 24.82it/s]\n 65%|██████▍ | 11/17 [00:00<00:00, 25.86it/s]\n 82%|████████▏ | 14/17 [00:00<00:00, 25.93it/s]\n100%|██████████| 17/17 [00:00<00:00, 26.31it/s]\n100%|██████████| 17/17 [00:00<00:00, 25.05it/s]\nz_bounds from LLFF: [1.3765232563018799, 5.486480236053467] (not used)\nscene_radius [1.496031746031746, 1.6613756613756614, 1.0]\n Generating rays, scaling factor 1\nic| \"Loaded ckpt: \": 'Loaded ckpt: '\n args.init_ckpt: '/root/.cache/arf-svox2/ckpt_svox2/llff/fern/ckpt.npz'\nic| grid.basis_dim: 1\nRender options RenderOptions(backend='cuvol', background_brightness=0.5, step_size=0.5, sigma_thresh=1e-08, stop_thresh=1e-07, last_sample_opaque=False, near_clip=0.0, use_spheric_clip=False, random_sigma_std=0.0, random_sigma_std_background=0.0)\nopt_style.py:508: DeprecationWarning: Starting with ImageIO v3 the behavior of this function will switch to that of iio.v3.imread. To keep the current behavior (and make this warning dissapear) use `import imageio.v2 as imageio` or call `imageio.v2.imread` directly.\n style_img = imageio.imread(args.style).astype(np.float32) / 255.0\nic| \"Style image: \": 'Style image: '\n args.style: '/tmp/tmprv4c8rpudd878c8a-18c6-4316-b530-1b1ef6aab489.png'\n style_img.shape: torch.Size([336, 504, 3])\nDownloading: \"https://download.pytorch.org/models/vgg16-397923af.pth\" to /root/.cache/torch/hub/checkpoints/vgg16-397923af.pth\n\n 0%| | 0.00/528M [00:00<?, ?B/s]\n 1%| | 3.97M/528M [00:00<00:13, 41.6MB/s]\n 3%|▎ | 13.4M/528M [00:00<00:07, 75.1MB/s]\n 5%|▌ | 28.2M/528M [00:00<00:04, 112MB/s]\n 10%|▉ | 51.1M/528M [00:00<00:03, 162MB/s]\n 15%|█▍ | 77.8M/528M [00:00<00:02, 205MB/s]\n 20%|█▉ | 104M/528M [00:00<00:01, 229MB/s]\n 25%|██▍ | 130M/528M [00:00<00:01, 243MB/s]\n 30%|██▉ | 156M/528M [00:00<00:01, 253MB/s]\n 35%|███▍ | 183M/528M [00:00<00:01, 260MB/s]\n 40%|███▉ | 209M/528M [00:01<00:01, 266MB/s]\n 45%|████▍ | 235M/528M [00:01<00:01, 269MB/s]\n 50%|████▉ | 262M/528M [00:01<00:01, 270MB/s]\n 54%|█████▍ | 288M/528M [00:01<00:00, 271MB/s]\n 59%|█████▉ | 313M/528M [00:01<00:00, 265MB/s]\n 64%|██████▍ | 340M/528M [00:01<00:00, 268MB/s]\n 69%|██████▉ | 366M/528M [00:01<00:00, 270MB/s]\n 74%|███████▍ | 392M/528M [00:01<00:00, 272MB/s]\n 79%|███████▉ | 418M/528M [00:01<00:00, 273MB/s]\n 84%|████████▍ | 445M/528M [00:01<00:00, 275MB/s]\n 89%|████████▉ | 472M/528M [00:02<00:00, 277MB/s]\n 95%|█████████▍| 499M/528M [00:02<00:00, 279MB/s]\n100%|█████████▉| 526M/528M [00:02<00:00, 279MB/s]\n100%|██████████| 528M/528M [00:02<00:00, 250MB/s]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 0\n epoch_size: 12954816\n batches_per_epoch: 2591\n batch_size: 5000\n optim_type: 'ray'\n\n 0%| | 0/2591 [00:00<?, ?it/s]\n 1%| | 13/2591 [00:00<00:19, 129.74it/s]\n19 13.0527 : 1%| | 13/2591 [00:00<00:19, 129.74it/s]\n19 13.0527 : 1%| | 26/2591 [00:00<00:20, 123.83it/s]\n19 13.0527 : 2%|▏ | 39/2591 [00:00<00:21, 118.95it/s]\n39 11.2164 : 2%|▏ | 39/2591 [00:00<00:21, 118.95it/s]\n39 11.2164 : 2%|▏ | 51/2591 [00:00<00:22, 115.19it/s]\n59 10.4092 : 2%|▏ | 51/2591 [00:00<00:22, 115.19it/s]\n59 10.4092 : 2%|▏ | 63/2591 [00:00<00:22, 112.73it/s]\n59 10.4092 : 3%|▎ | 75/2591 [00:00<00:22, 111.76it/s]\n79 10.9764 : 3%|▎ | 75/2591 [00:00<00:22, 111.76it/s]\n79 10.9764 : 3%|▎ | 87/2591 [00:00<00:22, 112.34it/s]\n99 10.6990 : 3%|▎ | 87/2591 [00:00<00:22, 112.34it/s]\n99 10.6990 : 4%|▍ | 100/2591 [00:00<00:21, 115.54it/s]\n99 10.6990 : 4%|▍ | 113/2591 [00:00<00:20, 119.59it/s]\n119 11.5328 : 4%|▍ | 113/2591 [00:01<00:20, 119.59it/s]\n119 11.5328 : 5%|▍ | 128/2591 [00:01<00:19, 126.28it/s]\n139 14.0726 : 5%|▍ | 128/2591 [00:01<00:19, 126.28it/s]\n139 14.0726 : 5%|▌ | 142/2591 [00:01<00:19, 128.16it/s]\n139 14.0726 : 6%|▌ | 155/2591 [00:01<00:19, 125.90it/s]\n159 14.2420 : 6%|▌ | 155/2591 [00:01<00:19, 125.90it/s]\n159 14.2420 : 7%|▋ | 170/2591 [00:01<00:18, 132.01it/s]\n179 13.7575 : 7%|▋ | 170/2591 [00:01<00:18, 132.01it/s]\n179 13.7575 : 7%|▋ | 184/2591 [00:01<00:18, 133.36it/s]\n179 13.7575 : 8%|▊ | 198/2591 [00:01<00:18, 131.92it/s]\n199 13.3518 : 8%|▊ | 198/2591 [00:01<00:18, 131.92it/s]\n199 13.3518 : 8%|▊ | 212/2591 [00:01<00:18, 129.61it/s]\n219 12.5351 : 8%|▊ | 212/2591 [00:01<00:18, 129.61it/s]\n219 12.5351 : 9%|▊ | 225/2591 [00:01<00:18, 128.31it/s]\n219 12.5351 : 9%|▉ | 238/2591 [00:01<00:18, 126.87it/s]\n239 12.9207 : 9%|▉ | 238/2591 [00:01<00:18, 126.87it/s]\n239 12.9207 : 10%|▉ | 252/2591 [00:02<00:18, 129.86it/s]\n259 13.4729 : 10%|▉ | 252/2591 [00:02<00:18, 129.86it/s]\n259 13.4729 : 10%|█ | 267/2591 [00:02<00:17, 135.33it/s]\n279 15.8242 : 10%|█ | 267/2591 [00:02<00:17, 135.33it/s]\n279 15.8242 : 11%|█ | 284/2591 [00:02<00:16, 142.88it/s]\n279 15.8242 : 12%|█▏ | 299/2591 [00:02<00:15, 144.56it/s]\n299 18.2391 : 12%|█▏ | 299/2591 [00:02<00:15, 144.56it/s]\n299 18.2391 : 12%|█▏ | 314/2591 [00:02<00:16, 139.02it/s]\n319 16.5525 : 12%|█▏ | 314/2591 [00:02<00:16, 139.02it/s]\n319 16.5525 : 13%|█▎ | 328/2591 [00:02<00:16, 133.50it/s]\n339 14.6060 : 13%|█▎ | 328/2591 [00:02<00:16, 133.50it/s]\n339 14.6060 : 13%|█▎ | 342/2591 [00:02<00:17, 126.18it/s]\n339 14.6060 : 14%|█▎ | 355/2591 [00:02<00:18, 118.34it/s]\n359 13.5112 : 14%|█▎ | 355/2591 [00:02<00:18, 118.34it/s]\n359 13.5112 : 14%|█▍ | 367/2591 [00:02<00:19, 112.85it/s]\n359 13.5112 : 15%|█▍ | 379/2591 [00:03<00:20, 109.49it/s]\n379 13.9128 : 15%|█▍ | 379/2591 [00:03<00:20, 109.49it/s]\n379 13.9128 : 15%|█▌ | 391/2591 [00:03<00:20, 107.79it/s]\n399 15.0169 : 15%|█▌ | 391/2591 [00:03<00:20, 107.79it/s]\n399 15.0169 : 16%|█▌ | 403/2591 [00:03<00:20, 109.26it/s]\n399 15.0169 : 16%|█▌ | 416/2591 [00:03<00:19, 114.04it/s]\n419 15.8770 : 16%|█▌ | 416/2591 [00:03<00:19, 114.04it/s]\n419 15.8770 : 17%|█▋ | 430/2591 [00:03<00:18, 119.96it/s]\n439 19.5930 : 17%|█▋ | 430/2591 [00:03<00:18, 119.96it/s]\n439 19.5930 : 17%|█▋ | 444/2591 [00:03<00:17, 123.79it/s]\n439 19.5930 : 18%|█▊ | 457/2591 [00:03<00:17, 120.76it/s]\n459 18.8051 : 18%|█▊ | 457/2591 [00:03<00:17, 120.76it/s]\n459 18.8051 : 18%|█▊ | 470/2591 [00:03<00:17, 117.95it/s]\n479 18.7599 : 18%|█▊ | 470/2591 [00:03<00:17, 117.95it/s]\n479 18.7599 : 19%|█▊ | 482/2591 [00:03<00:18, 114.41it/s]\n479 18.7599 : 19%|█▉ | 494/2591 [00:04<00:19, 108.90it/s]\n499 16.2147 : 19%|█▉ | 494/2591 [00:04<00:19, 108.90it/s]\n499 16.2147 : 19%|█▉ | 505/2591 [00:04<00:20, 103.04it/s]\n499 16.2147 : 20%|█▉ | 516/2591 [00:04<00:21, 97.75it/s]\n519 15.1431 : 20%|█▉ | 516/2591 [00:04<00:21, 97.75it/s]\n519 15.1431 : 20%|██ | 526/2591 [00:04<00:21, 95.51it/s]\n519 15.1431 : 21%|██ | 536/2591 [00:04<00:22, 92.35it/s]\n539 16.5599 : 21%|██ | 536/2591 [00:04<00:22, 92.35it/s]\n539 16.5599 : 21%|██ | 546/2591 [00:04<00:22, 91.87it/s]\n539 16.5599 : 21%|██▏ | 557/2591 [00:04<00:21, 94.71it/s]\n559 17.3761 : 21%|██▏ | 557/2591 [00:04<00:21, 94.71it/s]\n559 17.3761 : 22%|██▏ | 568/2591 [00:04<00:20, 98.34it/s]\n579 19.0475 : 22%|██▏ | 568/2591 [00:04<00:20, 98.34it/s]\n579 19.0475 : 22%|██▏ | 580/2591 [00:04<00:19, 103.50it/s]\n579 19.0475 : 23%|██▎ | 592/2591 [00:05<00:18, 106.95it/s]\n599 22.8791 : 23%|██▎ | 592/2591 [00:05<00:18, 106.95it/s]\n599 22.8791 : 23%|██▎ | 604/2591 [00:05<00:18, 108.00it/s]\n599 22.8791 : 24%|██▎ | 615/2591 [00:05<00:18, 106.09it/s]\n619 19.7216 : 24%|██▎ | 615/2591 [00:05<00:18, 106.09it/s]\n619 19.7216 : 24%|██▍ | 627/2591 [00:05<00:18, 108.71it/s]\n619 19.7216 : 25%|██▍ | 638/2591 [00:05<00:18, 106.73it/s]\n639 18.2425 : 25%|██▍ | 638/2591 [00:05<00:18, 106.73it/s]\n639 18.2425 : 25%|██▌ | 649/2591 [00:05<00:19, 101.48it/s]\n659 16.7678 : 25%|██▌ | 649/2591 [00:05<00:19, 101.48it/s]\n659 16.7678 : 25%|██▌ | 660/2591 [00:05<00:20, 96.34it/s]\n659 16.7678 : 26%|██▌ | 670/2591 [00:05<00:20, 93.82it/s]\n679 17.4221 : 26%|██▌ | 670/2591 [00:05<00:20, 93.82it/s]\n679 17.4221 : 26%|██▌ | 680/2591 [00:05<00:20, 91.43it/s]\n679 17.4221 : 27%|██▋ | 690/2591 [00:06<00:21, 90.09it/s]\n699 18.4424 : 27%|██▋ | 690/2591 [00:06<00:21, 90.09it/s]\n699 18.4424 : 27%|██▋ | 700/2591 [00:06<00:20, 91.46it/s]\n699 18.4424 : 27%|██▋ | 711/2591 [00:06<00:19, 94.83it/s]\n719 21.0072 : 27%|██▋ | 711/2591 [00:06<00:19, 94.83it/s]\n719 21.0072 : 28%|██▊ | 723/2591 [00:06<00:18, 100.11it/s]\n719 21.0072 : 28%|██▊ | 735/2591 [00:06<00:17, 103.84it/s]\n739 24.5659 : 28%|██▊ | 735/2591 [00:06<00:17, 103.84it/s]\n739 24.5659 : 29%|██▉ | 747/2591 [00:06<00:17, 107.43it/s]\n739 24.5659 : 29%|██▉ | 758/2591 [00:06<00:17, 106.66it/s]\n759 17.2094 : 29%|██▉ | 758/2591 [00:06<00:17, 106.66it/s]\n759 17.2094 : 30%|██▉ | 771/2591 [00:06<00:16, 112.18it/s]\n779 21.7820 : 30%|██▉ | 771/2591 [00:06<00:16, 112.18it/s]\n779 21.7820 : 30%|███ | 786/2591 [00:06<00:14, 122.02it/s]\n799 18.9883 : 30%|███ | 786/2591 [00:07<00:14, 122.02it/s]\n799 18.9883 : 31%|███ | 800/2591 [00:07<00:14, 124.62it/s]\n799 18.9883 : 31%|███▏ | 813/2591 [00:07<00:14, 124.16it/s]\n819 17.8422 : 31%|███▏ | 813/2591 [00:07<00:14, 124.16it/s]\n819 17.8422 : 32%|███▏ | 826/2591 [00:07<00:14, 124.29it/s]\n819 17.8422 : 32%|███▏ | 839/2591 [00:07<00:14, 123.52it/s]\n839 18.5381 : 32%|███▏ | 839/2591 [00:07<00:14, 123.52it/s]\n839 18.5381 : 33%|███▎ | 853/2591 [00:07<00:13, 125.92it/s]\n859 19.7822 : 33%|███▎ | 853/2591 [00:07<00:13, 125.92it/s]\n859 19.7822 : 34%|███▎ | 868/2591 [00:07<00:13, 131.43it/s]\n879 22.1957 : 34%|███▎ | 868/2591 [00:07<00:13, 131.43it/s]\n879 22.1957 : 34%|███▍ | 884/2591 [00:07<00:12, 138.19it/s]\n899 26.7763 : 34%|███▍ | 884/2591 [00:07<00:12, 138.19it/s]\n899 26.7763 : 35%|███▍ | 900/2591 [00:07<00:11, 143.17it/s]\n899 26.7763 : 35%|███▌ | 915/2591 [00:07<00:11, 141.18it/s]\n919 20.6197 : 35%|███▌ | 915/2591 [00:07<00:11, 141.18it/s]\n919 20.6197 : 36%|███▌ | 932/2591 [00:07<00:11, 147.13it/s]\n939 19.3748 : 36%|███▌ | 932/2591 [00:08<00:11, 147.13it/s]\n939 19.3748 : 37%|███▋ | 948/2591 [00:08<00:11, 147.89it/s]\n959 17.2612 : 37%|███▋ | 948/2591 [00:08<00:11, 147.89it/s]\n959 17.2612 : 37%|███▋ | 963/2591 [00:08<00:11, 144.30it/s]\n959 17.2612 : 38%|███▊ | 978/2591 [00:08<00:11, 142.63it/s]\n979 18.0934 : 38%|███▊ | 978/2591 [00:08<00:11, 142.63it/s]\n979 18.0934 : 38%|███▊ | 993/2591 [00:08<00:11, 140.08it/s]\n999 18.5616 : 38%|███▊ | 993/2591 [00:08<00:11, 140.08it/s]\n999 18.5616 : 39%|███▉ | 1008/2591 [00:08<00:11, 142.38it/s]\n1019 20.0171 : 39%|███▉ | 1008/2591 [00:08<00:11, 142.38it/s]\n1019 20.0171 : 40%|███▉ | 1025/2591 [00:08<00:10, 148.11it/s]\n1039 24.9905 : 40%|███▉ | 1025/2591 [00:08<00:10, 148.11it/s]\n1039 24.9905 : 40%|████ | 1042/2591 [00:08<00:10, 153.70it/s]\n1039 24.9905 : 41%|████ | 1059/2591 [00:08<00:09, 156.91it/s]\n1059 26.1971 : 41%|████ | 1059/2591 [00:08<00:09, 156.91it/s]\n1059 26.1971 : 41%|████▏ | 1075/2591 [00:08<00:10, 144.38it/s]\n1079 23.2941 : 41%|████▏ | 1075/2591 [00:09<00:10, 144.38it/s]\n1079 23.2941 : 42%|████▏ | 1090/2591 [00:09<00:12, 124.83it/s]\n1099 17.9730 : 42%|████▏ | 1090/2591 [00:09<00:12, 124.83it/s]\n1099 17.9730 : 43%|████▎ | 1104/2591 [00:09<00:13, 110.66it/s]\n1099 17.9730 : 43%|████▎ | 1116/2591 [00:09<00:14, 99.53it/s]\n1119 16.8722 : 43%|████▎ | 1116/2591 [00:09<00:14, 99.53it/s]\n1119 16.8722 : 43%|████▎ | 1127/2591 [00:09<00:15, 93.73it/s]\n1119 16.8722 : 44%|████▍ | 1137/2591 [00:09<00:16, 90.32it/s]\n1139 16.6085 : 44%|████▍ | 1137/2591 [00:09<00:16, 90.32it/s]\n1139 16.6085 : 44%|████▍ | 1147/2591 [00:09<00:16, 87.50it/s]\n1139 16.6085 : 45%|████▍ | 1156/2591 [00:09<00:16, 87.51it/s]\n1159 18.1855 : 45%|████▍ | 1156/2591 [00:09<00:16, 87.51it/s]\n1159 18.1855 : 45%|████▌ | 1166/2591 [00:10<00:16, 88.33it/s]\n1159 18.1855 : 45%|████▌ | 1176/2591 [00:10<00:15, 91.05it/s]\n1179 19.6954 : 45%|████▌ | 1176/2591 [00:10<00:15, 91.05it/s]\n1179 19.6954 : 46%|████▌ | 1187/2591 [00:10<00:14, 94.06it/s]\n1179 19.6954 : 46%|████▌ | 1197/2591 [00:10<00:14, 95.10it/s]\n1199 24.2706 : 46%|████▌ | 1197/2591 [00:10<00:14, 95.10it/s]\n1199 24.2706 : 47%|████▋ | 1207/2591 [00:10<00:14, 95.89it/s]\n1199 24.2706 : 47%|████▋ | 1217/2591 [00:10<00:14, 94.90it/s]\n1219 18.9990 : 47%|████▋ | 1217/2591 [00:10<00:14, 94.90it/s]\n1219 18.9990 : 47%|████▋ | 1228/2591 [00:10<00:13, 97.64it/s]\n1219 18.9990 : 48%|████▊ | 1239/2591 [00:10<00:13, 99.91it/s]\n1239 23.5045 : 48%|████▊ | 1239/2591 [00:10<00:13, 99.91it/s]\n1239 23.5045 : 48%|████▊ | 1250/2591 [00:10<00:13, 97.87it/s]\n1259 19.8489 : 48%|████▊ | 1250/2591 [00:11<00:13, 97.87it/s]\n1259 19.8489 : 49%|████▊ | 1260/2591 [00:11<00:14, 92.40it/s]\n1259 19.8489 : 49%|████▉ | 1270/2591 [00:11<00:14, 88.87it/s]\n1259 19.8489 : 49%|████▉ | 1279/2591 [00:11<00:14, 87.52it/s]\n1279 18.9240 : 49%|████▉ | 1279/2591 [00:11<00:14, 87.52it/s]\n1279 18.9240 : 50%|████▉ | 1288/2591 [00:11<00:15, 85.08it/s]\n1279 18.9240 : 50%|█████ | 1297/2591 [00:11<00:15, 83.41it/s]\n1299 19.8173 : 50%|█████ | 1297/2591 [00:11<00:15, 83.41it/s]\n1299 19.8173 : 50%|█████ | 1306/2591 [00:11<00:15, 83.76it/s]\n1299 19.8173 : 51%|█████ | 1315/2591 [00:11<00:14, 85.25it/s]\n1319 22.1378 : 51%|█████ | 1315/2591 [00:11<00:14, 85.25it/s]\n1319 22.1378 : 51%|█████ | 1325/2591 [00:11<00:14, 87.90it/s]\n1319 22.1378 : 52%|█████▏ | 1335/2591 [00:11<00:13, 90.78it/s]\n1339 25.7674 : 52%|█████▏ | 1335/2591 [00:11<00:13, 90.78it/s]\n1339 25.7674 : 52%|█████▏ | 1345/2591 [00:11<00:13, 90.87it/s]\n1339 25.7674 : 52%|█████▏ | 1355/2591 [00:12<00:13, 91.75it/s]\n1359 29.6993 : 52%|█████▏ | 1355/2591 [00:12<00:13, 91.75it/s]\n1359 29.6993 : 53%|█████▎ | 1365/2591 [00:12<00:13, 92.74it/s]\n1359 29.6993 : 53%|█████▎ | 1376/2591 [00:12<00:12, 96.18it/s]\n1379 24.1692 : 53%|█████▎ | 1376/2591 [00:12<00:12, 96.18it/s]\n1379 24.1692 : 54%|█████▎ | 1392/2591 [00:12<00:10, 113.14it/s]\n1399 22.6786 : 54%|█████▎ | 1392/2591 [00:12<00:10, 113.14it/s]\n1399 22.6786 : 54%|█████▍ | 1406/2591 [00:12<00:09, 120.00it/s]\n1399 22.6786 : 55%|█████▍ | 1419/2591 [00:12<00:09, 120.78it/s]\n1419 20.6659 : 55%|█████▍ | 1419/2591 [00:12<00:09, 120.78it/s]\n1419 20.6659 : 55%|█████▌ | 1432/2591 [00:12<00:09, 121.07it/s]\n1439 20.9425 : 55%|█████▌ | 1432/2591 [00:12<00:09, 121.07it/s]\n1439 20.9425 : 56%|█████▌ | 1445/2591 [00:12<00:09, 120.65it/s]\n1439 20.9425 : 56%|█████▋ | 1458/2591 [00:12<00:09, 121.75it/s]\n1459 22.7606 : 56%|█████▋ | 1458/2591 [00:12<00:09, 121.75it/s]\n1459 22.7606 : 57%|█████▋ | 1472/2591 [00:13<00:08, 124.35it/s]\n1479 24.4521 : 57%|█████▋ | 1472/2591 [00:13<00:08, 124.35it/s]\n1479 24.4521 : 57%|█████▋ | 1487/2591 [00:13<00:08, 129.46it/s]\n1499 30.9796 : 57%|█████▋ | 1487/2591 [00:13<00:08, 129.46it/s]\n1499 30.9796 : 58%|█████▊ | 1501/2591 [00:13<00:08, 132.32it/s]\n1499 30.9796 : 59%|█████▊ | 1516/2591 [00:13<00:07, 134.65it/s]\n1519 31.1160 : 59%|█████▊ | 1516/2591 [00:13<00:07, 134.65it/s]\n1519 31.1160 : 59%|█████▉ | 1531/2591 [00:13<00:07, 138.62it/s]\n1539 24.1299 : 59%|█████▉ | 1531/2591 [00:13<00:07, 138.62it/s]\n1539 24.1299 : 60%|█████▉ | 1548/2591 [00:13<00:07, 147.76it/s]\n1559 22.0866 : 60%|█████▉ | 1548/2591 [00:13<00:07, 147.76it/s]\n1559 22.0866 : 60%|██████ | 1563/2591 [00:13<00:06, 147.38it/s]\n1559 22.0866 : 61%|██████ | 1578/2591 [00:13<00:06, 145.69it/s]\n1579 21.9122 : 61%|██████ | 1578/2591 [00:13<00:06, 145.69it/s]\n1579 21.9122 : 61%|██████▏ | 1593/2591 [00:13<00:06, 143.92it/s]\n1599 21.6417 : 61%|██████▏ | 1593/2591 [00:13<00:06, 143.92it/s]\n1599 21.6417 : 62%|██████▏ | 1608/2591 [00:13<00:06, 143.85it/s]\n1619 23.2516 : 62%|██████▏ | 1608/2591 [00:14<00:06, 143.85it/s]\n1619 23.2516 : 63%|██████▎ | 1624/2591 [00:14<00:06, 147.65it/s]\n1639 24.9285 : 63%|██████▎ | 1624/2591 [00:14<00:06, 147.65it/s]\n1639 24.9285 : 63%|██████▎ | 1641/2591 [00:14<00:06, 153.23it/s]\n1639 24.9285 : 64%|██████▍ | 1658/2591 [00:14<00:05, 157.15it/s]\n1659 28.8107 : 64%|██████▍ | 1658/2591 [00:14<00:05, 157.15it/s]\n1659 28.8107 : 65%|██████▍ | 1674/2591 [00:14<00:05, 157.80it/s]\n1679 22.2411 : 65%|██████▍ | 1674/2591 [00:14<00:05, 157.80it/s]\n1679 22.2411 : 65%|██████▌ | 1690/2591 [00:14<00:05, 153.42it/s]\n1699 21.6671 : 65%|██████▌ | 1690/2591 [00:14<00:05, 153.42it/s]\n1699 21.6671 : 66%|██████▌ | 1706/2591 [00:14<00:06, 145.02it/s]\n1719 20.9490 : 66%|██████▌ | 1706/2591 [00:14<00:06, 145.02it/s]\n1719 20.9490 : 66%|██████▋ | 1721/2591 [00:14<00:06, 132.64it/s]\n1719 20.9490 : 67%|██████▋ | 1735/2591 [00:14<00:06, 125.05it/s]\n1739 22.8555 : 67%|██████▋ | 1735/2591 [00:14<00:06, 125.05it/s]\n1739 22.8555 : 67%|██████▋ | 1748/2591 [00:15<00:07, 119.32it/s]\n1759 22.4165 : 67%|██████▋ | 1748/2591 [00:15<00:07, 119.32it/s]\n1759 22.4165 : 68%|██████▊ | 1761/2591 [00:15<00:07, 116.49it/s]\n1759 22.4165 : 68%|██████▊ | 1774/2591 [00:15<00:06, 117.71it/s]\n1779 25.3784 : 68%|██████▊ | 1774/2591 [00:15<00:06, 117.71it/s]\n1779 25.3784 : 69%|██████▉ | 1788/2591 [00:15<00:06, 121.84it/s]\n1799 32.0970 : 69%|██████▉ | 1788/2591 [00:15<00:06, 121.84it/s]\n1799 32.0970 : 70%|██████▉ | 1801/2591 [00:15<00:06, 123.65it/s]\n1799 32.0970 : 70%|███████ | 1815/2591 [00:15<00:06, 127.47it/s]\n1819 31.9281 : 70%|███████ | 1815/2591 [00:15<00:06, 127.47it/s]\n1819 31.9281 : 71%|███████ | 1828/2591 [00:15<00:06, 127.00it/s]\n1839 25.0918 : 71%|███████ | 1828/2591 [00:15<00:06, 127.00it/s]\n1839 25.0918 : 71%|███████ | 1841/2591 [00:15<00:06, 121.06it/s]\n1839 25.0918 : 72%|███████▏ | 1854/2591 [00:15<00:06, 118.70it/s]\n1859 24.6114 : 72%|███████▏ | 1854/2591 [00:15<00:06, 118.70it/s]\n1859 24.6114 : 72%|███████▏ | 1866/2591 [00:16<00:06, 110.80it/s]\n1859 24.6114 : 72%|███████▏ | 1878/2591 [00:16<00:07, 100.97it/s]\n1879 22.3310 : 72%|███████▏ | 1878/2591 [00:16<00:07, 100.97it/s]\n1879 22.3310 : 73%|███████▎ | 1889/2591 [00:16<00:07, 94.77it/s]\n1879 22.3310 : 73%|███████▎ | 1899/2591 [00:16<00:07, 90.97it/s]\n1899 23.2384 : 73%|███████▎ | 1899/2591 [00:16<00:07, 90.97it/s]\n1899 23.2384 : 74%|███████▎ | 1909/2591 [00:16<00:07, 87.46it/s]\n1899 23.2384 : 74%|███████▍ | 1918/2591 [00:16<00:07, 87.08it/s]\n1919 24.4378 : 74%|███████▍ | 1918/2591 [00:16<00:07, 87.08it/s]\n1919 24.4378 : 74%|███████▍ | 1928/2591 [00:16<00:07, 88.32it/s]\n1919 24.4378 : 75%|███████▍ | 1938/2591 [00:16<00:07, 90.95it/s]\n1939 28.4030 : 75%|███████▍ | 1938/2591 [00:16<00:07, 90.95it/s]\n1939 28.4030 : 75%|███████▌ | 1949/2591 [00:16<00:06, 95.27it/s]\n1959 32.9051 : 75%|███████▌ | 1949/2591 [00:17<00:06, 95.27it/s]\n1959 32.9051 : 76%|███████▌ | 1960/2591 [00:17<00:06, 96.49it/s]\n1959 32.9051 : 76%|███████▌ | 1971/2591 [00:17<00:06, 98.99it/s]\n1979 31.6975 : 76%|███████▌ | 1971/2591 [00:17<00:06, 98.99it/s]\n1979 31.6975 : 76%|███████▋ | 1982/2591 [00:17<00:05, 101.96it/s]\n1979 31.6975 : 77%|███████▋ | 1993/2591 [00:17<00:05, 101.84it/s]\n1999 28.3816 : 77%|███████▋ | 1993/2591 [00:17<00:05, 101.84it/s]\n1999 28.3816 : 77%|███████▋ | 2004/2591 [00:17<00:05, 103.11it/s]\n1999 28.3816 : 78%|███████▊ | 2015/2591 [00:17<00:05, 101.27it/s]\n2019 25.0672 : 78%|███████▊ | 2015/2591 [00:17<00:05, 101.27it/s]\n2019 25.0672 : 78%|███████▊ | 2026/2591 [00:17<00:06, 93.82it/s]\n2019 25.0672 : 79%|███████▊ | 2036/2591 [00:17<00:06, 86.75it/s]\n2039 23.3315 : 79%|███████▊ | 2036/2591 [00:17<00:06, 86.75it/s]\n2039 23.3315 : 79%|███████▉ | 2045/2591 [00:18<00:06, 84.04it/s]\n2039 23.3315 : 79%|███████▉ | 2054/2591 [00:18<00:06, 80.21it/s]\n2059 25.2419 : 79%|███████▉ | 2054/2591 [00:18<00:06, 80.21it/s]\n2059 25.2419 : 80%|███████▉ | 2063/2591 [00:18<00:06, 77.93it/s]\n2059 25.2419 : 80%|███████▉ | 2071/2591 [00:18<00:06, 78.12it/s]\n2079 26.8920 : 80%|███████▉ | 2071/2591 [00:18<00:06, 78.12it/s]\n2079 26.8920 : 80%|████████ | 2080/2591 [00:18<00:06, 79.41it/s]\n2079 26.8920 : 81%|████████ | 2089/2591 [00:18<00:06, 82.24it/s]\n2079 26.8920 : 81%|████████ | 2099/2591 [00:18<00:05, 86.73it/s]\n2099 31.5468 : 81%|████████ | 2099/2591 [00:18<00:05, 86.73it/s]\n2099 31.5468 : 81%|████████▏ | 2109/2591 [00:18<00:05, 88.32it/s]\n2099 31.5468 : 82%|████████▏ | 2119/2591 [00:18<00:05, 89.55it/s]\n2119 36.1424 : 82%|████████▏ | 2119/2591 [00:18<00:05, 89.55it/s]\n2119 36.1424 : 82%|████████▏ | 2130/2591 [00:18<00:04, 94.48it/s]\n2139 25.0229 : 82%|████████▏ | 2130/2591 [00:19<00:04, 94.48it/s]\n2139 25.0229 : 83%|████████▎ | 2144/2591 [00:19<00:04, 107.05it/s]\n2159 23.4661 : 83%|████████▎ | 2144/2591 [00:19<00:04, 107.05it/s]\n2159 23.4661 : 83%|████████▎ | 2160/2591 [00:19<00:03, 121.13it/s]\n2159 23.4661 : 84%|████████▍ | 2174/2591 [00:19<00:03, 124.12it/s]\n2179 22.4086 : 84%|████████▍ | 2174/2591 [00:19<00:03, 124.12it/s]\n2179 22.4086 : 84%|████████▍ | 2187/2591 [00:19<00:03, 123.23it/s]\n2199 23.1582 : 84%|████████▍ | 2187/2591 [00:19<00:03, 123.23it/s]\n2199 23.1582 : 85%|████████▍ | 2200/2591 [00:19<00:03, 123.40it/s]\n2199 23.1582 : 85%|████████▌ | 2213/2591 [00:19<00:03, 123.87it/s]\n2219 24.4018 : 85%|████████▌ | 2213/2591 [00:19<00:03, 123.87it/s]\n2219 24.4018 : 86%|████████▌ | 2227/2591 [00:19<00:02, 126.04it/s]\n2239 27.8565 : 86%|████████▌ | 2227/2591 [00:19<00:02, 126.04it/s]\n2239 27.8565 : 87%|████████▋ | 2242/2591 [00:19<00:02, 132.00it/s]\n2239 27.8565 : 87%|████████▋ | 2257/2591 [00:19<00:02, 136.41it/s]\n2259 31.0533 : 87%|████████▋ | 2257/2591 [00:19<00:02, 136.41it/s]\n2259 31.0533 : 88%|████████▊ | 2272/2591 [00:20<00:02, 139.45it/s]\n2279 30.3727 : 88%|████████▊ | 2272/2591 [00:20<00:02, 139.45it/s]\n2279 30.3727 : 88%|████████▊ | 2287/2591 [00:20<00:02, 141.50it/s]\n2299 28.3808 : 88%|████████▊ | 2287/2591 [00:20<00:02, 141.50it/s]\n2299 28.3808 : 89%|████████▉ | 2302/2591 [00:20<00:02, 138.66it/s]\n2299 28.3808 : 89%|████████▉ | 2316/2591 [00:20<00:02, 133.43it/s]\n2319 25.0135 : 89%|████████▉ | 2316/2591 [00:20<00:02, 133.43it/s]\n2319 25.0135 : 90%|████████▉ | 2330/2591 [00:20<00:02, 123.43it/s]\n2339 24.8991 : 90%|████████▉ | 2330/2591 [00:20<00:02, 123.43it/s]\n2339 24.8991 : 90%|█████████ | 2343/2591 [00:20<00:02, 117.21it/s]\n2339 24.8991 : 91%|█████████ | 2355/2591 [00:20<00:02, 111.50it/s]\n2359 24.9382 : 91%|█████████ | 2355/2591 [00:20<00:02, 111.50it/s]\n2359 24.9382 : 91%|█████████▏| 2367/2591 [00:20<00:02, 108.59it/s]\n2359 24.9382 : 92%|█████████▏| 2378/2591 [00:20<00:01, 108.50it/s]\n2379 26.9385 : 92%|█████████▏| 2378/2591 [00:20<00:01, 108.50it/s]\n2379 26.9385 : 92%|█████████▏| 2390/2591 [00:21<00:01, 110.95it/s]\n2399 29.8890 : 92%|█████████▏| 2390/2591 [00:21<00:01, 110.95it/s]\n2399 29.8890 : 93%|█████████▎| 2403/2591 [00:21<00:01, 114.01it/s]\n2399 29.8890 : 93%|█████████▎| 2415/2591 [00:21<00:01, 114.50it/s]\n2419 35.0363 : 93%|█████████▎| 2415/2591 [00:21<00:01, 114.50it/s]\n2419 35.0363 : 94%|█████████▎| 2428/2591 [00:21<00:01, 116.47it/s]\n2439 27.2200 : 94%|█████████▎| 2428/2591 [00:21<00:01, 116.47it/s]\n2439 27.2200 : 94%|█████████▍| 2440/2591 [00:21<00:01, 116.96it/s]\n2439 27.2200 : 95%|█████████▍| 2452/2591 [00:21<00:01, 114.01it/s]\n2459 28.7333 : 95%|█████████▍| 2452/2591 [00:21<00:01, 114.01it/s]\n2459 28.7333 : 95%|█████████▌| 2464/2591 [00:21<00:01, 110.58it/s]\n2459 28.7333 : 96%|█████████▌| 2476/2591 [00:21<00:01, 102.61it/s]\n2479 24.2308 : 96%|█████████▌| 2476/2591 [00:21<00:01, 102.61it/s]\n2479 24.2308 : 96%|█████████▌| 2487/2591 [00:21<00:01, 93.76it/s]\n2479 24.2308 : 96%|█████████▋| 2497/2591 [00:22<00:01, 90.67it/s]\n2499 24.4534 : 96%|█████████▋| 2497/2591 [00:22<00:01, 90.67it/s]\n2499 24.4534 : 97%|█████████▋| 2507/2591 [00:22<00:00, 86.75it/s]\n2499 24.4534 : 97%|█████████▋| 2516/2591 [00:22<00:00, 84.67it/s]\n2519 25.7089 : 97%|█████████▋| 2516/2591 [00:22<00:00, 84.67it/s]\n2519 25.7089 : 97%|█████████▋| 2525/2591 [00:22<00:00, 84.12it/s]\n2519 25.7089 : 98%|█████████▊| 2534/2591 [00:22<00:00, 85.10it/s]\n2539 29.1373 : 98%|█████████▊| 2534/2591 [00:22<00:00, 85.10it/s]\n2539 29.1373 : 98%|█████████▊| 2544/2591 [00:22<00:00, 87.46it/s]\n2539 29.1373 : 99%|█████████▊| 2554/2591 [00:22<00:00, 89.74it/s]\n2559 33.1136 : 99%|█████████▊| 2554/2591 [00:22<00:00, 89.74it/s]\n2559 33.1136 : 99%|█████████▉| 2564/2591 [00:22<00:00, 89.73it/s]\n2559 33.1136 : 99%|█████████▉| 2574/2591 [00:22<00:00, 90.10it/s]\n2579 34.1227 : 99%|█████████▉| 2574/2591 [00:23<00:00, 90.10it/s]\n2579 34.1227 : 100%|█████████▉| 2584/2591 [00:23<00:00, 91.65it/s]\n2579 34.1227 : 100%|██████████| 2591/2591 [00:23<00:00, 111.83it/s]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 1\n epoch_size: 12954816\n batches_per_epoch: 2591\n batch_size: 5000\n optim_type: 'ray'\n\n 0%| | 0/2591 [00:00<?, ?it/s]\n 1%| | 14/2591 [00:00<00:18, 135.95it/s]\n2610 25.5467 : 1%| | 14/2591 [00:00<00:18, 135.95it/s]\n2610 25.5467 : 1%| | 28/2591 [00:00<00:20, 124.63it/s]\n2630 21.9999 : 1%| | 28/2591 [00:00<00:20, 124.63it/s]\n2630 21.9999 : 2%|▏ | 41/2591 [00:00<00:21, 117.17it/s]\n2630 21.9999 : 2%|▏ | 53/2591 [00:00<00:22, 113.31it/s]\n2650 20.7033 : 2%|▏ | 53/2591 [00:00<00:22, 113.31it/s]\n2650 20.7033 : 3%|▎ | 65/2591 [00:00<00:22, 110.91it/s]\n2650 20.7033 : 3%|▎ | 77/2591 [00:00<00:22, 109.68it/s]\n2670 23.6140 : 3%|▎ | 77/2591 [00:00<00:22, 109.68it/s]\n2670 23.6140 : 3%|▎ | 89/2591 [00:00<00:22, 110.66it/s]\n2690 25.6800 : 3%|▎ | 89/2591 [00:00<00:22, 110.66it/s]\n2690 25.6800 : 4%|▍ | 101/2591 [00:00<00:22, 112.98it/s]\n2690 25.6800 : 4%|▍ | 114/2591 [00:00<00:21, 117.42it/s]\n2710 27.2518 : 4%|▍ | 114/2591 [00:01<00:21, 117.42it/s]\n2710 27.2518 : 5%|▍ | 128/2591 [00:01<00:19, 123.70it/s]\n2730 32.9691 : 5%|▍ | 128/2591 [00:01<00:19, 123.70it/s]\n2730 32.9691 : 5%|▌ | 142/2591 [00:01<00:19, 125.74it/s]\n2730 32.9691 : 6%|▌ | 155/2591 [00:01<00:19, 123.10it/s]\n2750 24.8673 : 6%|▌ | 155/2591 [00:01<00:19, 123.10it/s]\n2750 24.8673 : 7%|▋ | 170/2591 [00:01<00:18, 129.28it/s]\n2770 26.3217 : 7%|▋ | 170/2591 [00:01<00:18, 129.28it/s]\n2770 26.3217 : 7%|▋ | 184/2591 [00:01<00:18, 130.29it/s]\n2770 26.3217 : 8%|▊ | 198/2591 [00:01<00:18, 128.83it/s]\n2790 24.1815 : 8%|▊ | 198/2591 [00:01<00:18, 128.83it/s]\n2790 24.1815 : 8%|▊ | 211/2591 [00:01<00:18, 126.73it/s]\n2810 22.8670 : 8%|▊ | 211/2591 [00:01<00:18, 126.73it/s]\n2810 22.8670 : 9%|▊ | 224/2591 [00:01<00:18, 124.98it/s]\n2810 22.8670 : 9%|▉ | 237/2591 [00:01<00:19, 123.26it/s]\n2830 24.4068 : 9%|▉ | 237/2591 [00:01<00:19, 123.26it/s]\n2830 24.4068 : 10%|▉ | 251/2591 [00:02<00:18, 126.31it/s]\n2850 27.6633 : 10%|▉ | 251/2591 [00:02<00:18, 126.31it/s]\n2850 27.6633 : 10%|█ | 266/2591 [00:02<00:17, 132.06it/s]\n2870 27.4265 : 10%|█ | 266/2591 [00:02<00:17, 132.06it/s]\n2870 27.4265 : 11%|█ | 282/2591 [00:02<00:16, 138.93it/s]\n2870 27.4265 : 11%|█▏ | 297/2591 [00:02<00:16, 142.06it/s]\n2890 32.4884 : 11%|█▏ | 297/2591 [00:02<00:16, 142.06it/s]\n2890 32.4884 : 12%|█▏ | 312/2591 [00:02<00:16, 136.40it/s]\n2910 29.3308 : 12%|█▏ | 312/2591 [00:02<00:16, 136.40it/s]\n2910 29.3308 : 13%|█▎ | 326/2591 [00:02<00:17, 131.56it/s]\n2930 26.8723 : 13%|█▎ | 326/2591 [00:02<00:17, 131.56it/s]\n2930 26.8723 : 13%|█▎ | 340/2591 [00:02<00:18, 124.14it/s]\n2930 26.8723 : 14%|█▎ | 353/2591 [00:02<00:19, 116.14it/s]\n2950 25.4611 : 14%|█▎ | 353/2591 [00:02<00:19, 116.14it/s]\n2950 25.4611 : 14%|█▍ | 365/2591 [00:02<00:20, 110.35it/s]\n2950 25.4611 : 15%|█▍ | 377/2591 [00:03<00:20, 107.43it/s]\n2970 25.6488 : 15%|█▍ | 377/2591 [00:03<00:20, 107.43it/s]\n2970 25.6488 : 15%|█▍ | 388/2591 [00:03<00:20, 105.19it/s]\n2990 29.0163 : 15%|█▍ | 388/2591 [00:03<00:20, 105.19it/s]\n2990 29.0163 : 15%|█▌ | 400/2591 [00:03<00:20, 106.45it/s]\n2990 29.0163 : 16%|█▌ | 413/2591 [00:03<00:19, 110.69it/s]\n3010 30.6175 : 16%|█▌ | 413/2591 [00:03<00:19, 110.69it/s]\n3010 30.6175 : 16%|█▋ | 427/2591 [00:03<00:18, 116.39it/s]\n3030 34.6605 : 16%|█▋ | 427/2591 [00:03<00:18, 116.39it/s]\n3030 34.6605 : 17%|█▋ | 440/2591 [00:03<00:17, 120.00it/s]\n3030 34.6605 : 17%|█▋ | 453/2591 [00:03<00:17, 119.42it/s]\n3050 30.3181 : 17%|█▋ | 453/2591 [00:03<00:17, 119.42it/s]\n3050 30.3181 : 18%|█▊ | 465/2591 [00:03<00:18, 114.25it/s]\n3050 30.3181 : 18%|█▊ | 477/2591 [00:03<00:18, 113.04it/s]\n3070 32.7418 : 18%|█▊ | 477/2591 [00:03<00:18, 113.04it/s]\n3070 32.7418 : 19%|█▉ | 489/2591 [00:04<00:19, 108.58it/s]\n3090 27.2343 : 19%|█▉ | 489/2591 [00:04<00:19, 108.58it/s]\n3090 27.2343 : 19%|█▉ | 500/2591 [00:04<00:20, 102.37it/s]\n3090 27.2343 : 20%|█▉ | 511/2591 [00:04<00:21, 97.14it/s]\n3110 26.5116 : 20%|█▉ | 511/2591 [00:04<00:21, 97.14it/s]\n3110 26.5116 : 20%|██ | 521/2591 [00:04<00:22, 93.48it/s]\n3110 26.5116 : 20%|██ | 531/2591 [00:04<00:22, 90.82it/s]\n3130 28.4776 : 20%|██ | 531/2591 [00:04<00:22, 90.82it/s]\n3130 28.4776 : 21%|██ | 541/2591 [00:04<00:23, 89.12it/s]\n3130 28.4776 : 21%|██▏ | 551/2591 [00:04<00:22, 90.87it/s]\n3150 30.1355 : 21%|██▏ | 551/2591 [00:04<00:22, 90.87it/s]\n3150 30.1355 : 22%|██▏ | 562/2591 [00:04<00:21, 93.78it/s]\n3150 30.1355 : 22%|██▏ | 574/2591 [00:05<00:20, 98.67it/s]\n3170 32.2809 : 22%|██▏ | 574/2591 [00:05<00:20, 98.67it/s]\n3170 32.2809 : 23%|██▎ | 586/2591 [00:05<00:19, 102.60it/s]\n3170 32.2809 : 23%|██▎ | 598/2591 [00:05<00:18, 105.89it/s]\n3190 36.1781 : 23%|██▎ | 598/2591 [00:05<00:18, 105.89it/s]\n3190 36.1781 : 24%|██▎ | 609/2591 [00:05<00:19, 103.03it/s]\n3210 32.6316 : 24%|██▎ | 609/2591 [00:05<00:19, 103.03it/s]\n3210 32.6316 : 24%|██▍ | 620/2591 [00:05<00:18, 104.32it/s]\n3210 32.6316 : 24%|██▍ | 631/2591 [00:05<00:18, 105.91it/s]\n3230 30.1385 : 24%|██▍ | 631/2591 [00:05<00:18, 105.91it/s]\n3230 30.1385 : 25%|██▍ | 642/2591 [00:05<00:18, 103.12it/s]\n3230 30.1385 : 25%|██▌ | 653/2591 [00:05<00:19, 97.94it/s]\n3250 26.9314 : 25%|██▌ | 653/2591 [00:05<00:19, 97.94it/s]\n3250 26.9314 : 26%|██▌ | 663/2591 [00:05<00:20, 93.49it/s]\n3250 26.9314 : 26%|██▌ | 673/2591 [00:06<00:20, 91.88it/s]\n3270 27.9082 : 26%|██▌ | 673/2591 [00:06<00:20, 91.88it/s]\n3270 27.9082 : 26%|██▋ | 683/2591 [00:06<00:21, 88.88it/s]\n3270 27.9082 : 27%|██▋ | 692/2591 [00:06<00:21, 88.28it/s]\n3290 30.3229 : 27%|██▋ | 692/2591 [00:06<00:21, 88.28it/s]\n3290 30.3229 : 27%|██▋ | 702/2591 [00:06<00:20, 90.03it/s]\n3290 30.3229 : 28%|██▊ | 713/2591 [00:06<00:19, 93.98it/s]\n3310 33.3499 : 28%|██▊ | 713/2591 [00:06<00:19, 93.98it/s]\n3310 33.3499 : 28%|██▊ | 725/2591 [00:06<00:18, 99.07it/s]\n3310 33.3499 : 28%|██▊ | 737/2591 [00:06<00:18, 102.60it/s]\n3330 35.5028 : 28%|██▊ | 737/2591 [00:06<00:18, 102.60it/s]\n3330 35.5028 : 29%|██▉ | 749/2591 [00:06<00:17, 106.24it/s]\n3350 32.7622 : 29%|██▉ | 749/2591 [00:06<00:17, 106.24it/s]\n3350 32.7622 : 29%|██▉ | 760/2591 [00:06<00:17, 103.36it/s]\n3350 32.7622 : 30%|██▉ | 774/2591 [00:06<00:16, 113.35it/s]\n3370 33.3995 : 30%|██▉ | 774/2591 [00:07<00:16, 113.35it/s]\n3370 33.3995 : 30%|███ | 789/2591 [00:07<00:14, 121.45it/s]\n3390 29.0231 : 30%|███ | 789/2591 [00:07<00:14, 121.45it/s]\n3390 29.0231 : 31%|███ | 802/2591 [00:07<00:14, 122.85it/s]\n3390 29.0231 : 31%|███▏ | 815/2591 [00:07<00:14, 121.79it/s]\n3410 28.3107 : 31%|███▏ | 815/2591 [00:07<00:14, 121.79it/s]\n3410 28.3107 : 32%|███▏ | 828/2591 [00:07<00:14, 121.52it/s]\n3430 28.3684 : 32%|███▏ | 828/2591 [00:07<00:14, 121.52it/s]\n3430 28.3684 : 32%|███▏ | 841/2591 [00:07<00:14, 120.47it/s]\n3430 28.3684 : 33%|███▎ | 855/2591 [00:07<00:14, 123.62it/s]\n3450 30.3079 : 33%|███▎ | 855/2591 [00:07<00:14, 123.62it/s]\n3450 30.3079 : 34%|███▎ | 870/2591 [00:07<00:13, 129.48it/s]\n3470 32.5099 : 34%|███▎ | 870/2591 [00:07<00:13, 129.48it/s]\n3470 32.5099 : 34%|███▍ | 885/2591 [00:07<00:12, 135.29it/s]\n3490 35.4233 : 34%|███▍ | 885/2591 [00:07<00:12, 135.29it/s]\n3490 35.4233 : 35%|███▍ | 900/2591 [00:07<00:12, 139.32it/s]\n3490 35.4233 : 35%|███▌ | 914/2591 [00:08<00:12, 137.89it/s]\n3510 30.9662 : 35%|███▌ | 914/2591 [00:08<00:12, 137.89it/s]\n3510 30.9662 : 36%|███▌ | 930/2591 [00:08<00:11, 144.06it/s]\n3530 30.5522 : 36%|███▌ | 930/2591 [00:08<00:11, 144.06it/s]\n3530 30.5522 : 36%|███▋ | 945/2591 [00:08<00:11, 145.72it/s]\n3550 27.1611 : 36%|███▋ | 945/2591 [00:08<00:11, 145.72it/s]\n3550 27.1611 : 37%|███▋ | 960/2591 [00:08<00:11, 141.91it/s]\n3550 27.1611 : 38%|███▊ | 975/2591 [00:08<00:11, 139.56it/s]\n3570 28.6745 : 38%|███▊ | 975/2591 [00:08<00:11, 139.56it/s]\n3570 28.6745 : 38%|███▊ | 989/2591 [00:08<00:11, 137.52it/s]\n3590 27.6530 : 38%|███▊ | 989/2591 [00:08<00:11, 137.52it/s]\n3590 27.6530 : 39%|███▊ | 1003/2591 [00:08<00:11, 138.06it/s]\n3590 27.6530 : 39%|███▉ | 1019/2591 [00:08<00:11, 142.71it/s]\n3610 30.8455 : 39%|███▉ | 1019/2591 [00:08<00:11, 142.71it/s]\n3610 30.8455 : 40%|███▉ | 1036/2591 [00:08<00:10, 149.15it/s]\n3630 36.4422 : 40%|███▉ | 1036/2591 [00:08<00:10, 149.15it/s]\n3630 36.4422 : 41%|████ | 1053/2591 [00:08<00:10, 153.36it/s]\n3650 35.3071 : 41%|████ | 1053/2591 [00:09<00:10, 153.36it/s]\n3650 35.3071 : 41%|████▏ | 1069/2591 [00:09<00:10, 149.24it/s]\n3670 32.9482 : 41%|████▏ | 1069/2591 [00:09<00:10, 149.24it/s]\n3670 32.9482 : 42%|████▏ | 1084/2591 [00:09<00:11, 129.59it/s]\n3670 32.9482 : 42%|████▏ | 1098/2591 [00:09<00:13, 113.70it/s]\n3690 26.4851 : 42%|████▏ | 1098/2591 [00:09<00:13, 113.70it/s]\n3690 26.4851 : 43%|████▎ | 1110/2591 [00:09<00:14, 101.34it/s]\n3710 25.4465 : 43%|████▎ | 1110/2591 [00:09<00:14, 101.34it/s]\n3710 25.4465 : 43%|████▎ | 1121/2591 [00:09<00:15, 93.78it/s]\n3710 25.4465 : 44%|████▎ | 1131/2591 [00:09<00:16, 90.02it/s]\n3730 23.9327 : 44%|████▎ | 1131/2591 [00:09<00:16, 90.02it/s]\n3730 23.9327 : 44%|████▍ | 1141/2591 [00:09<00:16, 86.41it/s]\n3730 23.9327 : 44%|████▍ | 1150/2591 [00:10<00:16, 85.06it/s]\n3730 23.9327 : 45%|████▍ | 1159/2591 [00:10<00:16, 85.39it/s]\n3750 25.6693 : 45%|████▍ | 1159/2591 [00:10<00:16, 85.39it/s]\n3750 25.6693 : 45%|████▌ | 1169/2591 [00:10<00:16, 87.36it/s]\n3750 25.6693 : 46%|████▌ | 1179/2591 [00:10<00:15, 89.94it/s]\n3770 27.3557 : 46%|████▌ | 1179/2591 [00:10<00:15, 89.94it/s]\n3770 27.3557 : 46%|████▌ | 1189/2591 [00:10<00:15, 92.28it/s]\n3770 27.3557 : 46%|████▋ | 1199/2591 [00:10<00:14, 93.85it/s]\n3790 31.2224 : 46%|████▋ | 1199/2591 [00:10<00:14, 93.85it/s]\n3790 31.2224 : 47%|████▋ | 1209/2591 [00:10<00:14, 95.08it/s]\n3790 31.2224 : 47%|████▋ | 1219/2591 [00:10<00:14, 92.91it/s]\n3810 28.6710 : 47%|████▋ | 1219/2591 [00:10<00:14, 92.91it/s]\n3810 28.6710 : 47%|████▋ | 1230/2591 [00:10<00:14, 97.07it/s]\n3830 32.9762 : 47%|████▋ | 1230/2591 [00:11<00:14, 97.07it/s]\n3830 32.9762 : 48%|████▊ | 1241/2591 [00:11<00:13, 98.32it/s]\n3830 32.9762 : 48%|████▊ | 1251/2591 [00:11<00:13, 96.11it/s]\n3850 28.2233 : 48%|████▊ | 1251/2591 [00:11<00:13, 96.11it/s]\n3850 28.2233 : 49%|████▊ | 1261/2591 [00:11<00:14, 90.51it/s]\n3850 28.2233 : 49%|████▉ | 1271/2591 [00:11<00:15, 86.78it/s]\n3870 27.5923 : 49%|████▉ | 1271/2591 [00:11<00:15, 86.78it/s]\n3870 27.5923 : 49%|████▉ | 1280/2591 [00:11<00:15, 85.36it/s]\n3870 27.5923 : 50%|████▉ | 1289/2591 [00:11<00:15, 83.20it/s]\n3870 27.5923 : 50%|█████ | 1298/2591 [00:11<00:15, 82.15it/s]\n3890 28.2531 : 50%|█████ | 1298/2591 [00:11<00:15, 82.15it/s]\n3890 28.2531 : 50%|█████ | 1307/2591 [00:11<00:15, 82.60it/s]\n3890 28.2531 : 51%|█████ | 1316/2591 [00:11<00:15, 84.17it/s]\n3910 30.8472 : 51%|█████ | 1316/2591 [00:11<00:15, 84.17it/s]\n3910 30.8472 : 51%|█████ | 1326/2591 [00:12<00:14, 86.65it/s]\n3910 30.8472 : 52%|█████▏ | 1336/2591 [00:12<00:14, 89.33it/s]\n3930 33.5054 : 52%|█████▏ | 1336/2591 [00:12<00:14, 89.33it/s]\n3930 33.5054 : 52%|█████▏ | 1345/2591 [00:12<00:13, 89.03it/s]\n3930 33.5054 : 52%|█████▏ | 1355/2591 [00:12<00:13, 89.92it/s]\n3950 36.9468 : 52%|█████▏ | 1355/2591 [00:12<00:13, 89.92it/s]\n3950 36.9468 : 53%|█████▎ | 1365/2591 [00:12<00:13, 90.14it/s]\n3950 36.9468 : 53%|█████▎ | 1375/2591 [00:12<00:13, 92.61it/s]\n3970 28.4703 : 53%|█████▎ | 1375/2591 [00:12<00:13, 92.61it/s]\n3970 28.4703 : 54%|█████▎ | 1391/2591 [00:12<00:10, 110.19it/s]\n3990 29.3735 : 54%|█████▎ | 1391/2591 [00:12<00:10, 110.19it/s]\n3990 29.3735 : 54%|█████▍ | 1405/2591 [00:12<00:10, 118.25it/s]\n3990 29.3735 : 55%|█████▍ | 1418/2591 [00:12<00:09, 119.09it/s]\n4010 28.3279 : 55%|█████▍ | 1418/2591 [00:12<00:09, 119.09it/s]\n4010 28.3279 : 55%|█████▌ | 1430/2591 [00:12<00:09, 118.90it/s]\n4030 29.1910 : 55%|█████▌ | 1430/2591 [00:13<00:09, 118.90it/s]\n4030 29.1910 : 56%|█████▌ | 1443/2591 [00:13<00:09, 119.27it/s]\n4030 29.1910 : 56%|█████▌ | 1455/2591 [00:13<00:09, 119.45it/s]\n4050 29.5925 : 56%|█████▌ | 1455/2591 [00:13<00:09, 119.45it/s]\n4050 29.5925 : 57%|█████▋ | 1468/2591 [00:13<00:09, 122.22it/s]\n4070 33.8272 : 57%|█████▋ | 1468/2591 [00:13<00:09, 122.22it/s]\n4070 33.8272 : 57%|█████▋ | 1482/2591 [00:13<00:08, 126.66it/s]\n4070 33.8272 : 58%|█████▊ | 1496/2591 [00:13<00:08, 130.25it/s]\n4090 38.5818 : 58%|█████▊ | 1496/2591 [00:13<00:08, 130.25it/s]\n4090 38.5818 : 58%|█████▊ | 1510/2591 [00:13<00:08, 132.55it/s]\n4110 37.1202 : 58%|█████▊ | 1510/2591 [00:13<00:08, 132.55it/s]\n4110 37.1202 : 59%|█████▉ | 1524/2591 [00:13<00:08, 132.64it/s]\n4130 31.7891 : 59%|█████▉ | 1524/2591 [00:13<00:08, 132.64it/s]\n4130 31.7891 : 60%|█████▉ | 1542/2591 [00:13<00:07, 145.21it/s]\n4130 31.7891 : 60%|██████ | 1558/2591 [00:13<00:07, 147.42it/s]\n4150 27.7793 : 60%|██████ | 1558/2591 [00:13<00:07, 147.42it/s]\n4150 27.7793 : 61%|██████ | 1573/2591 [00:14<00:07, 144.09it/s]\n4170 29.6696 : 61%|██████ | 1573/2591 [00:14<00:07, 144.09it/s]\n4170 29.6696 : 61%|██████▏ | 1588/2591 [00:14<00:07, 143.28it/s]\n4190 29.1638 : 61%|██████▏ | 1588/2591 [00:14<00:07, 143.28it/s]\n4190 29.1638 : 62%|██████▏ | 1603/2591 [00:14<00:06, 141.34it/s]\n4190 29.1638 : 62%|██████▏ | 1619/2591 [00:14<00:06, 144.24it/s]\n4210 31.5546 : 62%|██████▏ | 1619/2591 [00:14<00:06, 144.24it/s]\n4210 31.5546 : 63%|██████▎ | 1636/2591 [00:14<00:06, 149.19it/s]\n4230 30.7285 : 63%|██████▎ | 1636/2591 [00:14<00:06, 149.19it/s]\n4230 30.7285 : 64%|██████▍ | 1652/2591 [00:14<00:06, 151.39it/s]\n4250 37.0087 : 64%|██████▍ | 1652/2591 [00:14<00:06, 151.39it/s]\n4250 37.0087 : 64%|██████▍ | 1669/2591 [00:14<00:05, 155.37it/s]\n4270 26.2928 : 64%|██████▍ | 1669/2591 [00:14<00:05, 155.37it/s]\n4270 26.2928 : 65%|██████▌ | 1685/2591 [00:14<00:05, 151.55it/s]\n4290 24.0209 : 65%|██████▌ | 1685/2591 [00:14<00:05, 151.55it/s]\n4290 24.0209 : 66%|██████▌ | 1701/2591 [00:14<00:06, 145.89it/s]\n4290 24.0209 : 66%|██████▌ | 1716/2591 [00:15<00:06, 134.94it/s]\n4310 24.6947 : 66%|██████▌ | 1716/2591 [00:15<00:06, 134.94it/s]\n4310 24.6947 : 67%|██████▋ | 1730/2591 [00:15<00:06, 124.35it/s]\n4330 27.3171 : 67%|██████▋ | 1730/2591 [00:15<00:06, 124.35it/s]\n4330 27.3171 : 67%|██████▋ | 1743/2591 [00:15<00:07, 118.59it/s]\n4330 27.3171 : 68%|██████▊ | 1756/2591 [00:15<00:07, 113.50it/s]\n4350 26.1342 : 68%|██████▊ | 1756/2591 [00:15<00:07, 113.50it/s]\n4350 26.1342 : 68%|██████▊ | 1768/2591 [00:15<00:07, 113.83it/s]\n4370 29.1337 : 68%|██████▊ | 1768/2591 [00:15<00:07, 113.83it/s]\n4370 29.1337 : 69%|██████▊ | 1781/2591 [00:15<00:06, 116.38it/s]\n4370 29.1337 : 69%|██████▉ | 1795/2591 [00:15<00:06, 120.57it/s]\n4390 34.4883 : 69%|██████▉ | 1795/2591 [00:15<00:06, 120.57it/s]\n4390 34.4883 : 70%|██████▉ | 1808/2591 [00:15<00:06, 122.42it/s]\n4410 34.1561 : 70%|██████▉ | 1808/2591 [00:15<00:06, 122.42it/s]\n4410 34.1561 : 70%|███████ | 1822/2591 [00:15<00:06, 125.84it/s]\n4410 34.1561 : 71%|███████ | 1835/2591 [00:16<00:06, 120.33it/s]\n4430 29.8850 : 71%|███████ | 1835/2591 [00:16<00:06, 120.33it/s]\n4430 29.8850 : 71%|███████▏ | 1848/2591 [00:16<00:06, 117.08it/s]\n4450 29.2810 : 71%|███████▏ | 1848/2591 [00:16<00:06, 117.08it/s]\n4450 29.2810 : 72%|███████▏ | 1860/2591 [00:16<00:06, 112.83it/s]\n4450 29.2810 : 72%|███████▏ | 1872/2591 [00:16<00:06, 103.87it/s]\n4470 27.0252 : 72%|███████▏ | 1872/2591 [00:16<00:06, 103.87it/s]\n4470 27.0252 : 73%|███████▎ | 1883/2591 [00:16<00:07, 94.98it/s]\n4470 27.0252 : 73%|███████▎ | 1893/2591 [00:16<00:07, 91.39it/s]\n4490 27.5854 : 73%|███████▎ | 1893/2591 [00:16<00:07, 91.39it/s]\n4490 27.5854 : 73%|███████▎ | 1903/2591 [00:16<00:07, 87.23it/s]\n4490 27.5854 : 74%|███████▍ | 1912/2591 [00:16<00:07, 85.21it/s]\n4510 28.9043 : 74%|███████▍ | 1912/2591 [00:17<00:07, 85.21it/s]\n4510 28.9043 : 74%|███████▍ | 1921/2591 [00:17<00:07, 85.32it/s]\n4510 28.9043 : 75%|███████▍ | 1931/2591 [00:17<00:07, 87.02it/s]\n4530 32.0729 : 75%|███████▍ | 1931/2591 [00:17<00:07, 87.02it/s]\n4530 32.0729 : 75%|███████▍ | 1942/2591 [00:17<00:07, 90.92it/s]\n4530 32.0729 : 75%|███████▌ | 1953/2591 [00:17<00:06, 94.17it/s]\n4550 34.3294 : 75%|███████▌ | 1953/2591 [00:17<00:06, 94.17it/s]\n4550 34.3294 : 76%|███████▌ | 1963/2591 [00:17<00:06, 95.31it/s]\n4550 34.3294 : 76%|███████▌ | 1974/2591 [00:17<00:06, 99.01it/s]\n4570 31.7902 : 76%|███████▌ | 1974/2591 [00:17<00:06, 99.01it/s]\n4570 31.7902 : 77%|███████▋ | 1985/2591 [00:17<00:06, 100.23it/s]\n4570 31.7902 : 77%|███████▋ | 1996/2591 [00:17<00:05, 100.44it/s]\n4590 32.7442 : 77%|███████▋ | 1996/2591 [00:17<00:05, 100.44it/s]\n4590 32.7442 : 77%|███████▋ | 2007/2591 [00:17<00:05, 101.18it/s]\n4590 32.7442 : 78%|███████▊ | 2018/2591 [00:18<00:05, 96.78it/s]\n4610 28.9544 : 78%|███████▊ | 2018/2591 [00:18<00:05, 96.78it/s]\n4610 28.9544 : 78%|███████▊ | 2028/2591 [00:18<00:06, 89.88it/s]\n4610 28.9544 : 79%|███████▊ | 2038/2591 [00:18<00:06, 83.77it/s]\n4630 27.9791 : 79%|███████▊ | 2038/2591 [00:18<00:06, 83.77it/s]\n4630 27.9791 : 79%|███████▉ | 2047/2591 [00:18<00:06, 80.34it/s]\n4630 27.9791 : 79%|███████▉ | 2056/2591 [00:18<00:06, 76.70it/s]\n4650 29.0819 : 79%|███████▉ | 2056/2591 [00:18<00:06, 76.70it/s]\n4650 29.0819 : 80%|███████▉ | 2064/2591 [00:18<00:07, 75.28it/s]\n4650 29.0819 : 80%|███████▉ | 2072/2591 [00:18<00:06, 75.74it/s]\n4670 29.2212 : 80%|███████▉ | 2072/2591 [00:18<00:06, 75.74it/s]\n4670 29.2212 : 80%|████████ | 2081/2591 [00:18<00:06, 77.47it/s]\n4670 29.2212 : 81%|████████ | 2090/2591 [00:18<00:06, 80.53it/s]\n4690 33.5910 : 81%|████████ | 2090/2591 [00:19<00:06, 80.53it/s]\n4690 33.5910 : 81%|████████ | 2100/2591 [00:19<00:05, 84.87it/s]\n4690 33.5910 : 81%|████████▏ | 2110/2591 [00:19<00:05, 86.44it/s]\n4690 33.5910 : 82%|████████▏ | 2119/2591 [00:19<00:05, 87.29it/s]\n4710 36.8262 : 82%|████████▏ | 2119/2591 [00:19<00:05, 87.29it/s]\n4710 36.8262 : 82%|████████▏ | 2130/2591 [00:19<00:05, 92.18it/s]\n4730 26.5997 : 82%|████████▏ | 2130/2591 [00:19<00:05, 92.18it/s]\n4730 26.5997 : 83%|████████▎ | 2143/2591 [00:19<00:04, 102.93it/s]\n4730 26.5997 : 83%|████████▎ | 2159/2591 [00:19<00:03, 118.31it/s]\n4750 27.6087 : 83%|████████▎ | 2159/2591 [00:19<00:03, 118.31it/s]\n4750 27.6087 : 84%|████████▍ | 2173/2591 [00:19<00:03, 121.81it/s]\n4770 27.4107 : 84%|████████▍ | 2173/2591 [00:19<00:03, 121.81it/s]\n4770 27.4107 : 84%|████████▍ | 2186/2591 [00:19<00:03, 121.18it/s]\n4770 27.4107 : 85%|████████▍ | 2199/2591 [00:19<00:03, 121.40it/s]\n4790 27.5489 : 85%|████████▍ | 2199/2591 [00:19<00:03, 121.40it/s]\n4790 27.5489 : 85%|████████▌ | 2212/2591 [00:20<00:03, 120.64it/s]\n4810 27.5527 : 85%|████████▌ | 2212/2591 [00:20<00:03, 120.64it/s]\n4810 27.5527 : 86%|████████▌ | 2225/2591 [00:20<00:02, 122.99it/s]\n4830 34.3513 : 86%|████████▌ | 2225/2591 [00:20<00:02, 122.99it/s]\n4830 34.3513 : 86%|████████▋ | 2240/2591 [00:20<00:02, 128.27it/s]\n4830 34.3513 : 87%|████████▋ | 2255/2591 [00:20<00:02, 132.59it/s]\n4850 34.2774 : 87%|████████▋ | 2255/2591 [00:20<00:02, 132.59it/s]\n4850 34.2774 : 88%|████████▊ | 2269/2591 [00:20<00:02, 134.63it/s]\n4870 32.5742 : 88%|████████▊ | 2269/2591 [00:20<00:02, 134.63it/s]\n4870 32.5742 : 88%|████████▊ | 2284/2591 [00:20<00:02, 138.34it/s]\n4870 32.5742 : 89%|████████▊ | 2298/2591 [00:20<00:02, 135.79it/s]\n4890 31.7849 : 89%|████████▊ | 2298/2591 [00:20<00:02, 135.79it/s]\n4890 31.7849 : 89%|████████▉ | 2312/2591 [00:20<00:02, 133.07it/s]\n4910 29.0048 : 89%|████████▉ | 2312/2591 [00:20<00:02, 133.07it/s]\n4910 29.0048 : 90%|████████▉ | 2326/2591 [00:20<00:02, 124.14it/s]\n4910 29.0048 : 90%|█████████ | 2339/2591 [00:21<00:02, 115.83it/s]\n4930 29.9112 : 90%|█████████ | 2339/2591 [00:21<00:02, 115.83it/s]\n4930 29.9112 : 91%|█████████ | 2351/2591 [00:21<00:02, 110.71it/s]\n4950 30.1072 : 91%|█████████ | 2351/2591 [00:21<00:02, 110.71it/s]\n4950 30.1072 : 91%|█████████ | 2363/2591 [00:21<00:02, 106.91it/s]\n4950 30.1072 : 92%|█████████▏| 2374/2591 [00:21<00:02, 105.89it/s]\n4970 31.0584 : 92%|█████████▏| 2374/2591 [00:21<00:02, 105.89it/s]\n4970 31.0584 : 92%|█████████▏| 2385/2591 [00:21<00:01, 106.75it/s]\n4970 31.0584 : 93%|█████████▎| 2397/2591 [00:21<00:01, 110.26it/s]\n4990 34.8317 : 93%|█████████▎| 2397/2591 [00:21<00:01, 110.26it/s]\n4990 34.8317 : 93%|█████████▎| 2409/2591 [00:21<00:01, 111.06it/s]\n5010 37.0046 : 93%|█████████▎| 2409/2591 [00:21<00:01, 111.06it/s]\n5010 37.0046 : 93%|█████████▎| 2421/2591 [00:21<00:01, 111.96it/s]\n5010 37.0046 : 94%|█████████▍| 2434/2591 [00:21<00:01, 114.91it/s]\n5030 29.8218 : 94%|█████████▍| 2434/2591 [00:21<00:01, 114.91it/s]\n5030 29.8218 : 94%|█████████▍| 2446/2591 [00:22<00:01, 112.29it/s]\n5030 29.8218 : 95%|█████████▍| 2458/2591 [00:22<00:01, 110.46it/s]\n5050 30.9040 : 95%|█████████▍| 2458/2591 [00:22<00:01, 110.46it/s]\n5050 30.9040 : 95%|█████████▌| 2470/2591 [00:22<00:01, 104.14it/s]\n5070 27.4780 : 95%|█████████▌| 2470/2591 [00:22<00:01, 104.14it/s]\n5070 27.4780 : 96%|█████████▌| 2481/2591 [00:22<00:01, 95.21it/s]\n5070 27.4780 : 96%|█████████▌| 2491/2591 [00:22<00:01, 89.35it/s]\n5090 28.4108 : 96%|█████████▌| 2491/2591 [00:22<00:01, 89.35it/s]\n5090 28.4108 : 97%|█████████▋| 2501/2591 [00:22<00:01, 86.16it/s]\n5090 28.4108 : 97%|█████████▋| 2510/2591 [00:22<00:00, 82.69it/s]\n5090 28.4108 : 97%|█████████▋| 2519/2591 [00:22<00:00, 81.43it/s]\n5110 29.0231 : 97%|█████████▋| 2519/2591 [00:22<00:00, 81.43it/s]\n5110 29.0231 : 98%|█████████▊| 2528/2591 [00:22<00:00, 81.54it/s]\n5110 29.0231 : 98%|█████████▊| 2537/2591 [00:23<00:00, 82.91it/s]\n5130 33.4237 : 98%|█████████▊| 2537/2591 [00:23<00:00, 82.91it/s]\n5130 33.4237 : 98%|█████████▊| 2547/2591 [00:23<00:00, 85.75it/s]\n5130 33.4237 : 99%|█████████▊| 2556/2591 [00:23<00:00, 86.65it/s]\n5150 34.2438 : 99%|█████████▊| 2556/2591 [00:23<00:00, 86.65it/s]\n5150 34.2438 : 99%|█████████▉| 2565/2591 [00:23<00:00, 86.87it/s]\n5150 34.2438 : 99%|█████████▉| 2574/2591 [00:23<00:00, 87.27it/s]\n5170 34.5819 : 99%|█████████▉| 2574/2591 [00:23<00:00, 87.27it/s]\n5170 34.5819 : 100%|█████████▉| 2584/2591 [00:23<00:00, 88.35it/s]\n5170 34.5819 : 100%|██████████| 2591/2591 [00:23<00:00, 109.37it/s]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 2\n epoch_size: 17\n batches_per_epoch: 17\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/17 [00:00<?, ?it/s]/root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/torch/nn/functional.py:3609: UserWarning: Default upsampling behavior when mode=bilinear is changed to align_corners=False since 0.4.0. Please specify align_corners=True if the old behavior is desired. See the documentation of nn.Upsample for details.\n warnings.warn(\n/root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/torch/nn/functional.py:3657: UserWarning: The default behavior for interpolate/upsample with float scale_factor changed in 1.6.0 to align with other frameworks/libraries, and now uses scale_factor directly, instead of relying on the computed output size. If you wish to restore the old behavior, please set recompute_scale_factor=True. See the documentation of nn.Upsample for details.\n warnings.warn(\n/root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/torch/nn/functional.py:718: UserWarning: Named tensors and all their associated APIs are an experimental feature and subject to change. Please do not use them for anything important until they are released as stable. (Triggered internally at /pytorch/c10/core/TensorImpl.h:1156.)\n return torch.max_pool2d(input, kernel_size, stride, padding, dilation, ceil_mode)\n\n 6%|▌ | 1/17 [00:02<00:35, 2.21s/it]\n 12%|█▏ | 2/17 [00:03<00:26, 1.77s/it]\n 18%|█▊ | 3/17 [00:05<00:26, 1.86s/it]\n 24%|██▎ | 4/17 [00:06<00:21, 1.66s/it]\n 29%|██▉ | 5/17 [00:08<00:17, 1.48s/it]\n 35%|███▌ | 6/17 [00:09<00:14, 1.33s/it]\n 41%|████ | 7/17 [00:11<00:15, 1.54s/it]\n 47%|████▋ | 8/17 [00:12<00:13, 1.48s/it]\n 53%|█████▎ | 9/17 [00:13<00:10, 1.34s/it]\n 59%|█████▉ | 10/17 [00:14<00:09, 1.29s/it]\n 65%|██████▍ | 11/17 [00:16<00:08, 1.36s/it]\n 71%|███████ | 12/17 [00:18<00:07, 1.49s/it]\n 76%|███████▋ | 13/17 [00:19<00:05, 1.39s/it]\n 82%|████████▏ | 14/17 [00:20<00:03, 1.27s/it]\n 88%|████████▊ | 15/17 [00:22<00:02, 1.45s/it]\n 94%|█████████▍| 16/17 [00:24<00:01, 1.63s/it]\n100%|██████████| 17/17 [00:25<00:00, 1.44s/it]\n100%|██████████| 17/17 [00:25<00:00, 1.47s/it]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 3\n epoch_size: 17\n batches_per_epoch: 17\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/17 [00:00<?, ?it/s]\n 6%|▌ | 1/17 [00:01<00:21, 1.37s/it]\n 12%|█▏ | 2/17 [00:02<00:20, 1.38s/it]\n 18%|█▊ | 3/17 [00:04<00:24, 1.72s/it]\n 24%|██▎ | 4/17 [00:06<00:19, 1.52s/it]\n 29%|██▉ | 5/17 [00:07<00:17, 1.48s/it]\n 35%|███▌ | 6/17 [00:08<00:15, 1.39s/it]\n 41%|████ | 7/17 [00:09<00:12, 1.29s/it]\n 47%|████▋ | 8/17 [00:11<00:11, 1.27s/it]\n 53%|█████▎ | 9/17 [00:12<00:10, 1.26s/it]\n 59%|█████▉ | 10/17 [00:13<00:08, 1.25s/it]\n 65%|██████▍ | 11/17 [00:14<00:07, 1.20s/it]\n 71%|███████ | 12/17 [00:16<00:07, 1.49s/it]\n 76%|███████▋ | 13/17 [00:18<00:06, 1.60s/it]\n 82%|████████▏ | 14/17 [00:20<00:04, 1.59s/it]\n 88%|████████▊ | 15/17 [00:21<00:02, 1.42s/it]\n 94%|█████████▍| 16/17 [00:23<00:01, 1.63s/it]\n100%|██████████| 17/17 [00:24<00:00, 1.57s/it]\n100%|██████████| 17/17 [00:24<00:00, 1.45s/it]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 4\n epoch_size: 17\n batches_per_epoch: 17\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/17 [00:00<?, ?it/s]\n 6%|▌ | 1/17 [00:01<00:19, 1.25s/it]\n 12%|█▏ | 2/17 [00:02<00:21, 1.44s/it]\n 18%|█▊ | 3/17 [00:04<00:19, 1.37s/it]\n 24%|██▎ | 4/17 [00:05<00:20, 1.58s/it]\n 29%|██▉ | 5/17 [00:07<00:17, 1.46s/it]\n 35%|███▌ | 6/17 [00:09<00:17, 1.61s/it]\n 41%|████ | 7/17 [00:11<00:17, 1.78s/it]\n 47%|████▋ | 8/17 [00:13<00:16, 1.81s/it]\n 53%|█████▎ | 9/17 [00:14<00:13, 1.63s/it]\n 59%|█████▉ | 10/17 [00:15<00:10, 1.45s/it]\n 65%|██████▍ | 11/17 [00:16<00:08, 1.39s/it]\n 71%|███████ | 12/17 [00:18<00:07, 1.41s/it]\n 76%|███████▋ | 13/17 [00:20<00:06, 1.57s/it]\n 82%|████████▏ | 14/17 [00:21<00:04, 1.65s/it]\n 88%|████████▊ | 15/17 [00:24<00:03, 1.78s/it]\n 94%|█████████▍| 16/17 [00:25<00:01, 1.68s/it]\n100%|██████████| 17/17 [00:27<00:00, 1.65s/it]\n100%|██████████| 17/17 [00:27<00:00, 1.59s/it]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 5\n epoch_size: 17\n batches_per_epoch: 17\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/17 [00:00<?, ?it/s]\n 6%|▌ | 1/17 [00:02<00:33, 2.12s/it]\n 12%|█▏ | 2/17 [00:04<00:32, 2.13s/it]\n 18%|█▊ | 3/17 [00:06<00:28, 2.04s/it]\n 24%|██▎ | 4/17 [00:07<00:21, 1.63s/it]\n 29%|██▉ | 5/17 [00:08<00:17, 1.48s/it]\n 35%|███▌ | 6/17 [00:09<00:16, 1.48s/it]\n 41%|████ | 7/17 [00:11<00:13, 1.39s/it]\n 47%|████▋ | 8/17 [00:13<00:14, 1.60s/it]\n 53%|█████▎ | 9/17 [00:14<00:12, 1.56s/it]\n 59%|█████▉ | 10/17 [00:16<00:11, 1.64s/it]\n 65%|██████▍ | 11/17 [00:17<00:09, 1.57s/it]\n 71%|███████ | 12/17 [00:19<00:07, 1.56s/it]\n 76%|███████▋ | 13/17 [00:20<00:06, 1.56s/it]\n 82%|████████▏ | 14/17 [00:22<00:04, 1.53s/it]\n 88%|████████▊ | 15/17 [00:24<00:03, 1.64s/it]\n 94%|█████████▍| 16/17 [00:25<00:01, 1.45s/it]\n100%|██████████| 17/17 [00:27<00:00, 1.63s/it]\n100%|██████████| 17/17 [00:27<00:00, 1.61s/it]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 6\n epoch_size: 17\n batches_per_epoch: 17\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/17 [00:00<?, ?it/s]\n 6%|▌ | 1/17 [00:01<00:22, 1.38s/it]\n 12%|█▏ | 2/17 [00:02<00:17, 1.19s/it]\n 18%|█▊ | 3/17 [00:03<00:15, 1.13s/it]\n 24%|██▎ | 4/17 [00:05<00:16, 1.30s/it]\n 29%|██▉ | 5/17 [00:06<00:14, 1.19s/it]\n 35%|███▌ | 6/17 [00:07<00:15, 1.41s/it]\n 41%|████ | 7/17 [00:09<00:16, 1.62s/it]\n 47%|████▋ | 8/17 [00:11<00:14, 1.60s/it]\n 53%|█████▎ | 9/17 [00:12<00:12, 1.56s/it]\n 59%|█████▉ | 10/17 [00:14<00:10, 1.56s/it]\n 65%|██████▍ | 11/17 [00:16<00:10, 1.73s/it]\n 71%|███████ | 12/17 [00:17<00:07, 1.51s/it]\n 76%|███████▋ | 13/17 [00:19<00:06, 1.62s/it]\n 82%|████████▏ | 14/17 [00:21<00:04, 1.58s/it]\n 88%|████████▊ | 15/17 [00:22<00:02, 1.46s/it]\n 94%|█████████▍| 16/17 [00:23<00:01, 1.34s/it]\n100%|██████████| 17/17 [00:24<00:00, 1.25s/it]\n100%|██████████| 17/17 [00:24<00:00, 1.43s/it]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 7\n epoch_size: 17\n batches_per_epoch: 17\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/17 [00:00<?, ?it/s]\n 6%|▌ | 1/17 [00:01<00:19, 1.22s/it]\n 12%|█▏ | 2/17 [00:02<00:18, 1.24s/it]\n 18%|█▊ | 3/17 [00:03<00:15, 1.14s/it]\n 24%|██▎ | 4/17 [00:05<00:17, 1.31s/it]\n 29%|██▉ | 5/17 [00:06<00:15, 1.29s/it]\n 35%|███▌ | 6/17 [00:07<00:14, 1.27s/it]\n 41%|████ | 7/17 [00:08<00:11, 1.19s/it]\n 47%|████▋ | 8/17 [00:09<00:10, 1.16s/it]\n 53%|█████▎ | 9/17 [00:10<00:09, 1.18s/it]\n 59%|█████▉ | 10/17 [00:12<00:09, 1.30s/it]\n 65%|██████▍ | 11/17 [00:14<00:09, 1.57s/it]\n 71%|███████ | 12/17 [00:16<00:08, 1.65s/it]\n 76%|███████▋ | 13/17 [00:18<00:07, 1.81s/it]\n 82%|████████▏ | 14/17 [00:19<00:04, 1.63s/it]\n 88%|████████▊ | 15/17 [00:20<00:02, 1.45s/it]\n 94%|█████████▍| 16/17 [00:21<00:01, 1.34s/it]\n100%|██████████| 17/17 [00:23<00:00, 1.49s/it]\n100%|██████████| 17/17 [00:23<00:00, 1.40s/it]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 8\n epoch_size: 17\n batches_per_epoch: 17\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/17 [00:00<?, ?it/s]\n 6%|▌ | 1/17 [00:01<00:30, 1.91s/it]\n 12%|█▏ | 2/17 [00:03<00:30, 2.01s/it]\n 18%|█▊ | 3/17 [00:05<00:22, 1.64s/it]\n 24%|██▎ | 4/17 [00:06<00:19, 1.48s/it]\n 29%|██▉ | 5/17 [00:08<00:20, 1.73s/it]\n 35%|███▌ | 6/17 [00:10<00:18, 1.65s/it]\n 41%|████ | 7/17 [00:11<00:14, 1.50s/it]\n 47%|████▋ | 8/17 [00:12<00:12, 1.40s/it]\n 53%|█████▎ | 9/17 [00:14<00:12, 1.54s/it]\n 59%|█████▉ | 10/17 [00:15<00:10, 1.55s/it]\n 65%|██████▍ | 11/17 [00:16<00:08, 1.39s/it]\n 71%|███████ | 12/17 [00:18<00:07, 1.53s/it]\n 76%|███████▋ | 13/17 [00:20<00:06, 1.69s/it]\n 82%|████████▏ | 14/17 [00:22<00:04, 1.66s/it]\n 88%|████████▊ | 15/17 [00:24<00:03, 1.71s/it]\n 94%|█████████▍| 16/17 [00:25<00:01, 1.50s/it]\n100%|██████████| 17/17 [00:26<00:00, 1.36s/it]\n100%|██████████| 17/17 [00:26<00:00, 1.55s/it]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 9\n epoch_size: 17\n batches_per_epoch: 17\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/17 [00:00<?, ?it/s]\n 6%|▌ | 1/17 [00:01<00:18, 1.17s/it]\n 12%|█▏ | 2/17 [00:02<00:20, 1.39s/it]\n 18%|█▊ | 3/17 [00:04<00:20, 1.47s/it]\n 24%|██▎ | 4/17 [00:06<00:22, 1.71s/it]\n 29%|██▉ | 5/17 [00:08<00:20, 1.75s/it]\n 35%|███▌ | 6/17 [00:09<00:17, 1.57s/it]\n 41%|████ | 7/17 [00:10<00:14, 1.45s/it]\n 47%|████▋ | 8/17 [00:12<00:14, 1.65s/it]\n 53%|█████▎ | 9/17 [00:13<00:11, 1.45s/it]\n 59%|█████▉ | 10/17 [00:15<00:10, 1.48s/it]\n 65%|██████▍ | 11/17 [00:16<00:08, 1.46s/it]\n 71%|███████ | 12/17 [00:17<00:06, 1.32s/it]\n 76%|███████▋ | 13/17 [00:19<00:06, 1.57s/it]\n 82%|████████▏ | 14/17 [00:21<00:04, 1.52s/it]\n 88%|████████▊ | 15/17 [00:22<00:03, 1.53s/it]\n 94%|█████████▍| 16/17 [00:24<00:01, 1.54s/it]\n100%|██████████| 17/17 [00:26<00:00, 1.72s/it]\n100%|██████████| 17/17 [00:26<00:00, 1.56s/it]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 10\n epoch_size: 17\n batches_per_epoch: 17\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/17 [00:00<?, ?it/s]\n 6%|▌ | 1/17 [00:02<00:32, 2.04s/it]\n 12%|█▏ | 2/17 [00:03<00:23, 1.57s/it]\n 18%|█▊ | 3/17 [00:04<00:21, 1.56s/it]\n 24%|██▎ | 4/17 [00:06<00:22, 1.76s/it]\n 29%|██▉ | 5/17 [00:07<00:18, 1.51s/it]\n 35%|███▌ | 6/17 [00:10<00:18, 1.70s/it]\n 41%|████ | 7/17 [00:12<00:18, 1.83s/it]\n 47%|████▋ | 8/17 [00:13<00:14, 1.63s/it]\n 53%|█████▎ | 9/17 [00:14<00:11, 1.44s/it]\n 59%|█████▉ | 10/17 [00:16<00:11, 1.64s/it]\n 65%|██████▍ | 11/17 [00:17<00:08, 1.46s/it]\n 71%|███████ | 12/17 [00:18<00:07, 1.47s/it]\n 76%|███████▋ | 13/17 [00:20<00:05, 1.48s/it]\n 82%|████████▏ | 14/17 [00:21<00:04, 1.48s/it]\n 88%|████████▊ | 15/17 [00:23<00:02, 1.36s/it]\n 94%|█████████▍| 16/17 [00:24<00:01, 1.42s/it]\n100%|██████████| 17/17 [00:26<00:00, 1.44s/it]\n100%|██████████| 17/17 [00:26<00:00, 1.53s/it]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 11\n epoch_size: 17\n batches_per_epoch: 17\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/17 [00:00<?, ?it/s]\n 6%|▌ | 1/17 [00:01<00:28, 1.80s/it]\n 12%|█▏ | 2/17 [00:03<00:27, 1.82s/it]\n 18%|█▊ | 3/17 [00:04<00:20, 1.48s/it]\n 24%|██▎ | 4/17 [00:06<00:21, 1.62s/it]\n 29%|██▉ | 5/17 [00:08<00:21, 1.78s/it]\n 35%|███▌ | 6/17 [00:10<00:18, 1.66s/it]\n 41%|████ | 7/17 [00:11<00:17, 1.75s/it]\n 47%|████▋ | 8/17 [00:14<00:16, 1.85s/it]\n 53%|█████▎ | 9/17 [00:16<00:15, 1.92s/it]\n 59%|█████▉ | 10/17 [00:17<00:13, 1.89s/it]\n 65%|██████▍ | 11/17 [00:19<00:10, 1.75s/it]\n 71%|███████ | 12/17 [00:20<00:07, 1.59s/it]\n 76%|███████▋ | 13/17 [00:21<00:05, 1.42s/it]\n 82%|████████▏ | 14/17 [00:22<00:03, 1.32s/it]\n 88%|████████▊ | 15/17 [00:23<00:02, 1.28s/it]\n 94%|█████████▍| 16/17 [00:25<00:01, 1.52s/it]\n100%|██████████| 17/17 [00:27<00:00, 1.53s/it]\n100%|██████████| 17/17 [00:27<00:00, 1.62s/it]\nSetting up [LPIPS] perceptual loss: trunk [vgg], v[0.1], spatial [off]\nLoading model from: /root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/lpips/weights/v0.1/vgg.pth\nDetected LLFF dataset\nUsing pre-scaled images from /root/.cache/arf-svox2/data/llff/fern/images_4\nLoaded LLFF data /root/.cache/arf-svox2/data/llff/fern 16.985296178676084 80.00209740336334\nrecentered (3, 4)\n[1.3765233 5.48648 ]\nOverriding offset 250-> 250\ndmin = 1.376523, dmax = 5.486480, invz = 0, offset = 250\n\n 0%| | 0/3 [00:00<?, ?it/s]\n100%|██████████| 3/3 [00:00<00:00, 25.94it/s]\n100%|██████████| 3/3 [00:00<00:00, 25.89it/s]\n\n 0%| | 0/120 [00:00<?, ?it/s]\n100%|██████████| 120/120 [00:00<00:00, 62749.84it/s]\nz_bounds from LLFF: [1.3765232563018799, 5.486480236053467] (not used)\nscene_radius [1.496031746031746, 1.6613756613756614, 1.0]\nWriting to /root/.cache/arf-svox2/ckpt_arf/llff/fern/2ad10a61-9018-45c7-8a1d-b558e47db5f6/test_renders_path\n\n 0%| | 0/120 [00:00<?, ?it/s]\n 1%| | 1/120 [00:00<00:59, 2.02it/s]\n 2%|▏ | 2/120 [00:00<00:52, 2.25it/s]\n 2%|▎ | 3/120 [00:01<00:50, 2.29it/s]\n 3%|▎ | 4/120 [00:01<00:49, 2.34it/s]\n 4%|▍ | 5/120 [00:02<00:48, 2.36it/s]\n 5%|▌ | 6/120 [00:02<00:47, 2.40it/s]\n 6%|▌ | 7/120 [00:02<00:46, 2.44it/s]\n 7%|▋ | 8/120 [00:03<00:44, 2.49it/s]\n 8%|▊ | 9/120 [00:03<00:43, 2.57it/s]\n 8%|▊ | 10/120 [00:04<00:41, 2.66it/s]\n 9%|▉ | 11/120 [00:04<00:39, 2.77it/s]\n 10%|█ | 12/120 [00:04<00:37, 2.91it/s]\n 11%|█ | 13/120 [00:04<00:35, 3.06it/s]\n 12%|█▏ | 14/120 [00:05<00:32, 3.22it/s]\n 12%|█▎ | 15/120 [00:05<00:31, 3.38it/s]\n 13%|█▎ | 16/120 [00:05<00:29, 3.50it/s]\n 14%|█▍ | 17/120 [00:06<00:28, 3.57it/s]\n 15%|█▌ | 18/120 [00:06<00:28, 3.59it/s]\n 16%|█▌ | 19/120 [00:06<00:28, 3.55it/s]\n 17%|█▋ | 20/120 [00:06<00:29, 3.43it/s]\n 18%|█▊ | 21/120 [00:07<00:30, 3.29it/s]\n 18%|█▊ | 22/120 [00:07<00:31, 3.13it/s]\n 19%|█▉ | 23/120 [00:07<00:32, 2.96it/s]\n 20%|██ | 24/120 [00:08<00:34, 2.81it/s]\n 21%|██ | 25/120 [00:08<00:35, 2.68it/s]\n 22%|██▏ | 26/120 [00:09<00:36, 2.57it/s]\n 22%|██▎ | 27/120 [00:09<00:37, 2.47it/s]\n 23%|██▎ | 28/120 [00:10<00:38, 2.40it/s]\n 24%|██▍ | 29/120 [00:10<00:38, 2.35it/s]\n 25%|██▌ | 30/120 [00:10<00:38, 2.32it/s]\n 26%|██▌ | 31/120 [00:11<00:38, 2.31it/s]\n 27%|██▋ | 32/120 [00:11<00:38, 2.29it/s]\n 28%|██▊ | 33/120 [00:12<00:38, 2.27it/s]\n 28%|██▊ | 34/120 [00:12<00:38, 2.26it/s]\n 29%|██▉ | 35/120 [00:13<00:37, 2.26it/s]\n 30%|███ | 36/120 [00:13<00:36, 2.27it/s]\n 31%|███ | 37/120 [00:14<00:36, 2.30it/s]\n 32%|███▏ | 38/120 [00:14<00:34, 2.36it/s]\n 32%|███▎ | 39/120 [00:14<00:33, 2.42it/s]\n 33%|███▎ | 40/120 [00:15<00:31, 2.52it/s]\n 34%|███▍ | 41/120 [00:15<00:30, 2.63it/s]\n 35%|███▌ | 42/120 [00:15<00:28, 2.76it/s]\n 36%|███▌ | 43/120 [00:16<00:26, 2.92it/s]\n 37%|███▋ | 44/120 [00:16<00:24, 3.10it/s]\n 38%|███▊ | 45/120 [00:16<00:23, 3.26it/s]\n 38%|███▊ | 46/120 [00:16<00:21, 3.39it/s]\n 39%|███▉ | 47/120 [00:17<00:21, 3.47it/s]\n 40%|████ | 48/120 [00:17<00:20, 3.51it/s]\n 41%|████ | 49/120 [00:17<00:20, 3.46it/s]\n 42%|████▏ | 50/120 [00:18<00:20, 3.36it/s]\n 42%|████▎ | 51/120 [00:18<00:21, 3.24it/s]\n 43%|████▎ | 52/120 [00:18<00:21, 3.09it/s]\n 44%|████▍ | 53/120 [00:19<00:22, 2.94it/s]\n 45%|████▌ | 54/120 [00:19<00:23, 2.81it/s]\n 46%|████▌ | 55/120 [00:20<00:24, 2.68it/s]\n 47%|████▋ | 56/120 [00:20<00:24, 2.58it/s]\n 48%|████▊ | 57/120 [00:20<00:25, 2.50it/s]\n 48%|████▊ | 58/120 [00:21<00:25, 2.44it/s]\n 49%|████▉ | 59/120 [00:21<00:25, 2.40it/s]\n 50%|█████ | 60/120 [00:22<00:25, 2.38it/s]\n 51%|█████ | 61/120 [00:22<00:24, 2.39it/s]\n 52%|█████▏ | 62/120 [00:23<00:24, 2.37it/s]\n 52%|█████▎ | 63/120 [00:23<00:24, 2.35it/s]\n 53%|█████▎ | 64/120 [00:23<00:23, 2.34it/s]\n 54%|█████▍ | 65/120 [00:24<00:23, 2.33it/s]\n 55%|█████▌ | 66/120 [00:24<00:23, 2.34it/s]\n 56%|█████▌ | 67/120 [00:25<00:22, 2.37it/s]\n 57%|█████▋ | 68/120 [00:25<00:21, 2.42it/s]\n 57%|█████▊ | 69/120 [00:25<00:20, 2.48it/s]\n 58%|█████▊ | 70/120 [00:26<00:19, 2.57it/s]\n 59%|█████▉ | 71/120 [00:26<00:18, 2.68it/s]\n 60%|██████ | 72/120 [00:26<00:17, 2.80it/s]\n 61%|██████ | 73/120 [00:27<00:16, 2.93it/s]\n 62%|██████▏ | 74/120 [00:27<00:14, 3.09it/s]\n 62%|██████▎ | 75/120 [00:27<00:13, 3.24it/s]\n 63%|██████▎ | 76/120 [00:28<00:13, 3.37it/s]\n 64%|██████▍ | 77/120 [00:28<00:12, 3.44it/s]\n 65%|██████▌ | 78/120 [00:28<00:12, 3.45it/s]\n 66%|██████▌ | 79/120 [00:28<00:12, 3.41it/s]\n 67%|██████▋ | 80/120 [00:29<00:12, 3.29it/s]\n 68%|██████▊ | 81/120 [00:29<00:12, 3.16it/s]\n 68%|██████▊ | 82/120 [00:29<00:12, 3.02it/s]\n 69%|██████▉ | 83/120 [00:30<00:12, 2.87it/s]\n 70%|███████ | 84/120 [00:30<00:13, 2.73it/s]\n 71%|███████ | 85/120 [00:31<00:13, 2.60it/s]\n 72%|███████▏ | 86/120 [00:31<00:13, 2.49it/s]\n 72%|███████▎ | 87/120 [00:32<00:13, 2.40it/s]\n 73%|███████▎ | 88/120 [00:32<00:13, 2.34it/s]\n 74%|███████▍ | 89/120 [00:33<00:13, 2.29it/s]\n 75%|███████▌ | 90/120 [00:33<00:13, 2.27it/s]\n 76%|███████▌ | 91/120 [00:33<00:12, 2.24it/s]\n 77%|███████▋ | 92/120 [00:34<00:12, 2.23it/s]\n 78%|███████▊ | 93/120 [00:34<00:12, 2.21it/s]\n 78%|███████▊ | 94/120 [00:35<00:11, 2.20it/s]\n 79%|███████▉ | 95/120 [00:35<00:11, 2.21it/s]\n 80%|████████ | 96/120 [00:36<00:10, 2.22it/s]\n 81%|████████ | 97/120 [00:36<00:10, 2.25it/s]\n 82%|████████▏ | 98/120 [00:37<00:09, 2.31it/s]\n 82%|████████▎ | 99/120 [00:37<00:08, 2.37it/s]\n 83%|████████▎ | 100/120 [00:37<00:08, 2.46it/s]\n 84%|████████▍ | 101/120 [00:38<00:07, 2.57it/s]\n 85%|████████▌ | 102/120 [00:38<00:06, 2.70it/s]\n 86%|████████▌ | 103/120 [00:38<00:05, 2.84it/s]\n 87%|████████▋ | 104/120 [00:39<00:05, 3.01it/s]\n 88%|████████▊ | 105/120 [00:39<00:04, 3.17it/s]\n 88%|████████▊ | 106/120 [00:39<00:04, 3.31it/s]\n 89%|████████▉ | 107/120 [00:39<00:03, 3.39it/s]\n 90%|█████████ | 108/120 [00:40<00:03, 3.43it/s]\n 91%|█████████ | 109/120 [00:40<00:03, 3.40it/s]\n 92%|█████████▏| 110/120 [00:40<00:03, 3.30it/s]\n 92%|█████████▎| 111/120 [00:41<00:02, 3.18it/s]\n 93%|█████████▎| 112/120 [00:41<00:02, 3.05it/s]\n 94%|█████████▍| 113/120 [00:41<00:02, 2.90it/s]\n 95%|█████████▌| 114/120 [00:42<00:02, 2.77it/s]\n 96%|█████████▌| 115/120 [00:42<00:01, 2.65it/s]\n 97%|█████████▋| 116/120 [00:43<00:01, 2.56it/s]\n 98%|█████████▊| 117/120 [00:43<00:01, 2.48it/s]\n 98%|█████████▊| 118/120 [00:43<00:00, 2.41it/s]\n 99%|█████████▉| 119/120 [00:44<00:00, 2.38it/s]\n100%|██████████| 120/120 [00:44<00:00, 2.36it/s]\n100%|██████████| 120/120 [00:44<00:00, 2.68it/s]\nIMAGEIO FFMPEG_WRITER WARNING: input image is not divisible by macro_block_size=8, resizing from (1008, 756) to (1008, 760) to ensure video compatibility with most codecs and players. To prevent resizing, make your input image divisible by the macro_block_size or set the macro_block_size to 1 (risking incompatibility).", "metrics": { "predict_time": 483.898407, "total_time": 484.021225 }, "output": "https://replicate.delivery/mgxm/f10bf08c-05ca-4768-bb70-50e5c6086828/test_renders_path.mp4", "started_at": "2022-06-23T07:50:57.183023Z", "status": "succeeded", "urls": { "get": "https://api.replicate.com/v1/predictions/3z6l6pdii5fkdmnllnl43hhlj4", "cancel": "https://api.replicate.com/v1/predictions/3z6l6pdii5fkdmnllnl43hhlj4/cancel" }, "version": "2c98bc84b814b4c99ff7505f5017b7a5e94b96018daed2fd4284bbb469ec887e" }Generated inDownloading checkpoint for fern Detected LLFF dataset Using pre-scaled images from /root/.cache/arf-svox2/data/llff/fern/images_4 Loaded LLFF data /root/.cache/arf-svox2/data/llff/fern 16.985296178676084 80.00209740336334 recentered (3, 4) [1.3765233 5.48648 ] Overriding offset 250-> 250 dmin = 1.376523, dmax = 5.486480, invz = 0, offset = 250 0%| | 0/17 [00:00<?, ?it/s] 12%|█▏ | 2/17 [00:00<00:00, 15.23it/s] 29%|██▉ | 5/17 [00:00<00:00, 22.46it/s] 47%|████▋ | 8/17 [00:00<00:00, 24.82it/s] 65%|██████▍ | 11/17 [00:00<00:00, 25.86it/s] 82%|████████▏ | 14/17 [00:00<00:00, 25.93it/s] 100%|██████████| 17/17 [00:00<00:00, 26.31it/s] 100%|██████████| 17/17 [00:00<00:00, 25.05it/s] z_bounds from LLFF: [1.3765232563018799, 5.486480236053467] (not used) scene_radius [1.496031746031746, 1.6613756613756614, 1.0] Generating rays, scaling factor 1 ic| "Loaded ckpt: ": 'Loaded ckpt: ' args.init_ckpt: '/root/.cache/arf-svox2/ckpt_svox2/llff/fern/ckpt.npz' ic| grid.basis_dim: 1 Render options RenderOptions(backend='cuvol', background_brightness=0.5, step_size=0.5, sigma_thresh=1e-08, stop_thresh=1e-07, last_sample_opaque=False, near_clip=0.0, use_spheric_clip=False, random_sigma_std=0.0, random_sigma_std_background=0.0) opt_style.py:508: DeprecationWarning: Starting with ImageIO v3 the behavior of this function will switch to that of iio.v3.imread. To keep the current behavior (and make this warning dissapear) use `import imageio.v2 as imageio` or call `imageio.v2.imread` directly. style_img = imageio.imread(args.style).astype(np.float32) / 255.0 ic| "Style image: ": 'Style image: ' args.style: '/tmp/tmprv4c8rpudd878c8a-18c6-4316-b530-1b1ef6aab489.png' style_img.shape: torch.Size([336, 504, 3]) Downloading: "https://download.pytorch.org/models/vgg16-397923af.pth" to /root/.cache/torch/hub/checkpoints/vgg16-397923af.pth 0%| | 0.00/528M [00:00<?, ?B/s] 1%| | 3.97M/528M [00:00<00:13, 41.6MB/s] 3%|▎ | 13.4M/528M [00:00<00:07, 75.1MB/s] 5%|▌ | 28.2M/528M [00:00<00:04, 112MB/s] 10%|▉ | 51.1M/528M [00:00<00:03, 162MB/s] 15%|█▍ | 77.8M/528M [00:00<00:02, 205MB/s] 20%|█▉ | 104M/528M [00:00<00:01, 229MB/s] 25%|██▍ | 130M/528M [00:00<00:01, 243MB/s] 30%|██▉ | 156M/528M [00:00<00:01, 253MB/s] 35%|███▍ | 183M/528M [00:00<00:01, 260MB/s] 40%|███▉ | 209M/528M [00:01<00:01, 266MB/s] 45%|████▍ | 235M/528M [00:01<00:01, 269MB/s] 50%|████▉ | 262M/528M [00:01<00:01, 270MB/s] 54%|█████▍ | 288M/528M [00:01<00:00, 271MB/s] 59%|█████▉ | 313M/528M [00:01<00:00, 265MB/s] 64%|██████▍ | 340M/528M [00:01<00:00, 268MB/s] 69%|██████▉ | 366M/528M [00:01<00:00, 270MB/s] 74%|███████▍ | 392M/528M [00:01<00:00, 272MB/s] 79%|███████▉ | 418M/528M [00:01<00:00, 273MB/s] 84%|████████▍ | 445M/528M [00:01<00:00, 275MB/s] 89%|████████▉ | 472M/528M [00:02<00:00, 277MB/s] 95%|█████████▍| 499M/528M [00:02<00:00, 279MB/s] 100%|█████████▉| 526M/528M [00:02<00:00, 279MB/s] 100%|██████████| 528M/528M [00:02<00:00, 250MB/s] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 0 epoch_size: 12954816 batches_per_epoch: 2591 batch_size: 5000 optim_type: 'ray' 0%| | 0/2591 [00:00<?, ?it/s] 1%| | 13/2591 [00:00<00:19, 129.74it/s] 19 13.0527 : 1%| | 13/2591 [00:00<00:19, 129.74it/s] 19 13.0527 : 1%| | 26/2591 [00:00<00:20, 123.83it/s] 19 13.0527 : 2%|▏ | 39/2591 [00:00<00:21, 118.95it/s] 39 11.2164 : 2%|▏ | 39/2591 [00:00<00:21, 118.95it/s] 39 11.2164 : 2%|▏ | 51/2591 [00:00<00:22, 115.19it/s] 59 10.4092 : 2%|▏ | 51/2591 [00:00<00:22, 115.19it/s] 59 10.4092 : 2%|▏ | 63/2591 [00:00<00:22, 112.73it/s] 59 10.4092 : 3%|▎ | 75/2591 [00:00<00:22, 111.76it/s] 79 10.9764 : 3%|▎ | 75/2591 [00:00<00:22, 111.76it/s] 79 10.9764 : 3%|▎ | 87/2591 [00:00<00:22, 112.34it/s] 99 10.6990 : 3%|▎ | 87/2591 [00:00<00:22, 112.34it/s] 99 10.6990 : 4%|▍ | 100/2591 [00:00<00:21, 115.54it/s] 99 10.6990 : 4%|▍ | 113/2591 [00:00<00:20, 119.59it/s] 119 11.5328 : 4%|▍ | 113/2591 [00:01<00:20, 119.59it/s] 119 11.5328 : 5%|▍ | 128/2591 [00:01<00:19, 126.28it/s] 139 14.0726 : 5%|▍ | 128/2591 [00:01<00:19, 126.28it/s] 139 14.0726 : 5%|▌ | 142/2591 [00:01<00:19, 128.16it/s] 139 14.0726 : 6%|▌ | 155/2591 [00:01<00:19, 125.90it/s] 159 14.2420 : 6%|▌ | 155/2591 [00:01<00:19, 125.90it/s] 159 14.2420 : 7%|▋ | 170/2591 [00:01<00:18, 132.01it/s] 179 13.7575 : 7%|▋ | 170/2591 [00:01<00:18, 132.01it/s] 179 13.7575 : 7%|▋ | 184/2591 [00:01<00:18, 133.36it/s] 179 13.7575 : 8%|▊ | 198/2591 [00:01<00:18, 131.92it/s] 199 13.3518 : 8%|▊ | 198/2591 [00:01<00:18, 131.92it/s] 199 13.3518 : 8%|▊ | 212/2591 [00:01<00:18, 129.61it/s] 219 12.5351 : 8%|▊ | 212/2591 [00:01<00:18, 129.61it/s] 219 12.5351 : 9%|▊ | 225/2591 [00:01<00:18, 128.31it/s] 219 12.5351 : 9%|▉ | 238/2591 [00:01<00:18, 126.87it/s] 239 12.9207 : 9%|▉ | 238/2591 [00:01<00:18, 126.87it/s] 239 12.9207 : 10%|▉ | 252/2591 [00:02<00:18, 129.86it/s] 259 13.4729 : 10%|▉ | 252/2591 [00:02<00:18, 129.86it/s] 259 13.4729 : 10%|█ | 267/2591 [00:02<00:17, 135.33it/s] 279 15.8242 : 10%|█ | 267/2591 [00:02<00:17, 135.33it/s] 279 15.8242 : 11%|█ | 284/2591 [00:02<00:16, 142.88it/s] 279 15.8242 : 12%|█▏ | 299/2591 [00:02<00:15, 144.56it/s] 299 18.2391 : 12%|█▏ | 299/2591 [00:02<00:15, 144.56it/s] 299 18.2391 : 12%|█▏ | 314/2591 [00:02<00:16, 139.02it/s] 319 16.5525 : 12%|█▏ | 314/2591 [00:02<00:16, 139.02it/s] 319 16.5525 : 13%|█▎ | 328/2591 [00:02<00:16, 133.50it/s] 339 14.6060 : 13%|█▎ | 328/2591 [00:02<00:16, 133.50it/s] 339 14.6060 : 13%|█▎ | 342/2591 [00:02<00:17, 126.18it/s] 339 14.6060 : 14%|█▎ | 355/2591 [00:02<00:18, 118.34it/s] 359 13.5112 : 14%|█▎ | 355/2591 [00:02<00:18, 118.34it/s] 359 13.5112 : 14%|█▍ | 367/2591 [00:02<00:19, 112.85it/s] 359 13.5112 : 15%|█▍ | 379/2591 [00:03<00:20, 109.49it/s] 379 13.9128 : 15%|█▍ | 379/2591 [00:03<00:20, 109.49it/s] 379 13.9128 : 15%|█▌ | 391/2591 [00:03<00:20, 107.79it/s] 399 15.0169 : 15%|█▌ | 391/2591 [00:03<00:20, 107.79it/s] 399 15.0169 : 16%|█▌ | 403/2591 [00:03<00:20, 109.26it/s] 399 15.0169 : 16%|█▌ | 416/2591 [00:03<00:19, 114.04it/s] 419 15.8770 : 16%|█▌ | 416/2591 [00:03<00:19, 114.04it/s] 419 15.8770 : 17%|█▋ | 430/2591 [00:03<00:18, 119.96it/s] 439 19.5930 : 17%|█▋ | 430/2591 [00:03<00:18, 119.96it/s] 439 19.5930 : 17%|█▋ | 444/2591 [00:03<00:17, 123.79it/s] 439 19.5930 : 18%|█▊ | 457/2591 [00:03<00:17, 120.76it/s] 459 18.8051 : 18%|█▊ | 457/2591 [00:03<00:17, 120.76it/s] 459 18.8051 : 18%|█▊ | 470/2591 [00:03<00:17, 117.95it/s] 479 18.7599 : 18%|█▊ | 470/2591 [00:03<00:17, 117.95it/s] 479 18.7599 : 19%|█▊ | 482/2591 [00:03<00:18, 114.41it/s] 479 18.7599 : 19%|█▉ | 494/2591 [00:04<00:19, 108.90it/s] 499 16.2147 : 19%|█▉ | 494/2591 [00:04<00:19, 108.90it/s] 499 16.2147 : 19%|█▉ | 505/2591 [00:04<00:20, 103.04it/s] 499 16.2147 : 20%|█▉ | 516/2591 [00:04<00:21, 97.75it/s] 519 15.1431 : 20%|█▉ | 516/2591 [00:04<00:21, 97.75it/s] 519 15.1431 : 20%|██ | 526/2591 [00:04<00:21, 95.51it/s] 519 15.1431 : 21%|██ | 536/2591 [00:04<00:22, 92.35it/s] 539 16.5599 : 21%|██ | 536/2591 [00:04<00:22, 92.35it/s] 539 16.5599 : 21%|██ | 546/2591 [00:04<00:22, 91.87it/s] 539 16.5599 : 21%|██▏ | 557/2591 [00:04<00:21, 94.71it/s] 559 17.3761 : 21%|██▏ | 557/2591 [00:04<00:21, 94.71it/s] 559 17.3761 : 22%|██▏ | 568/2591 [00:04<00:20, 98.34it/s] 579 19.0475 : 22%|██▏ | 568/2591 [00:04<00:20, 98.34it/s] 579 19.0475 : 22%|██▏ | 580/2591 [00:04<00:19, 103.50it/s] 579 19.0475 : 23%|██▎ | 592/2591 [00:05<00:18, 106.95it/s] 599 22.8791 : 23%|██▎ | 592/2591 [00:05<00:18, 106.95it/s] 599 22.8791 : 23%|██▎ | 604/2591 [00:05<00:18, 108.00it/s] 599 22.8791 : 24%|██▎ | 615/2591 [00:05<00:18, 106.09it/s] 619 19.7216 : 24%|██▎ | 615/2591 [00:05<00:18, 106.09it/s] 619 19.7216 : 24%|██▍ | 627/2591 [00:05<00:18, 108.71it/s] 619 19.7216 : 25%|██▍ | 638/2591 [00:05<00:18, 106.73it/s] 639 18.2425 : 25%|██▍ | 638/2591 [00:05<00:18, 106.73it/s] 639 18.2425 : 25%|██▌ | 649/2591 [00:05<00:19, 101.48it/s] 659 16.7678 : 25%|██▌ | 649/2591 [00:05<00:19, 101.48it/s] 659 16.7678 : 25%|██▌ | 660/2591 [00:05<00:20, 96.34it/s] 659 16.7678 : 26%|██▌ | 670/2591 [00:05<00:20, 93.82it/s] 679 17.4221 : 26%|██▌ | 670/2591 [00:05<00:20, 93.82it/s] 679 17.4221 : 26%|██▌ | 680/2591 [00:05<00:20, 91.43it/s] 679 17.4221 : 27%|██▋ | 690/2591 [00:06<00:21, 90.09it/s] 699 18.4424 : 27%|██▋ | 690/2591 [00:06<00:21, 90.09it/s] 699 18.4424 : 27%|██▋ | 700/2591 [00:06<00:20, 91.46it/s] 699 18.4424 : 27%|██▋ | 711/2591 [00:06<00:19, 94.83it/s] 719 21.0072 : 27%|██▋ | 711/2591 [00:06<00:19, 94.83it/s] 719 21.0072 : 28%|██▊ | 723/2591 [00:06<00:18, 100.11it/s] 719 21.0072 : 28%|██▊ | 735/2591 [00:06<00:17, 103.84it/s] 739 24.5659 : 28%|██▊ | 735/2591 [00:06<00:17, 103.84it/s] 739 24.5659 : 29%|██▉ | 747/2591 [00:06<00:17, 107.43it/s] 739 24.5659 : 29%|██▉ | 758/2591 [00:06<00:17, 106.66it/s] 759 17.2094 : 29%|██▉ | 758/2591 [00:06<00:17, 106.66it/s] 759 17.2094 : 30%|██▉ | 771/2591 [00:06<00:16, 112.18it/s] 779 21.7820 : 30%|██▉ | 771/2591 [00:06<00:16, 112.18it/s] 779 21.7820 : 30%|███ | 786/2591 [00:06<00:14, 122.02it/s] 799 18.9883 : 30%|███ | 786/2591 [00:07<00:14, 122.02it/s] 799 18.9883 : 31%|███ | 800/2591 [00:07<00:14, 124.62it/s] 799 18.9883 : 31%|███▏ | 813/2591 [00:07<00:14, 124.16it/s] 819 17.8422 : 31%|███▏ | 813/2591 [00:07<00:14, 124.16it/s] 819 17.8422 : 32%|███▏ | 826/2591 [00:07<00:14, 124.29it/s] 819 17.8422 : 32%|███▏ | 839/2591 [00:07<00:14, 123.52it/s] 839 18.5381 : 32%|███▏ | 839/2591 [00:07<00:14, 123.52it/s] 839 18.5381 : 33%|███▎ | 853/2591 [00:07<00:13, 125.92it/s] 859 19.7822 : 33%|███▎ | 853/2591 [00:07<00:13, 125.92it/s] 859 19.7822 : 34%|███▎ | 868/2591 [00:07<00:13, 131.43it/s] 879 22.1957 : 34%|███▎ | 868/2591 [00:07<00:13, 131.43it/s] 879 22.1957 : 34%|███▍ | 884/2591 [00:07<00:12, 138.19it/s] 899 26.7763 : 34%|███▍ | 884/2591 [00:07<00:12, 138.19it/s] 899 26.7763 : 35%|███▍ | 900/2591 [00:07<00:11, 143.17it/s] 899 26.7763 : 35%|███▌ | 915/2591 [00:07<00:11, 141.18it/s] 919 20.6197 : 35%|███▌ | 915/2591 [00:07<00:11, 141.18it/s] 919 20.6197 : 36%|███▌ | 932/2591 [00:07<00:11, 147.13it/s] 939 19.3748 : 36%|███▌ | 932/2591 [00:08<00:11, 147.13it/s] 939 19.3748 : 37%|███▋ | 948/2591 [00:08<00:11, 147.89it/s] 959 17.2612 : 37%|███▋ | 948/2591 [00:08<00:11, 147.89it/s] 959 17.2612 : 37%|███▋ | 963/2591 [00:08<00:11, 144.30it/s] 959 17.2612 : 38%|███▊ | 978/2591 [00:08<00:11, 142.63it/s] 979 18.0934 : 38%|███▊ | 978/2591 [00:08<00:11, 142.63it/s] 979 18.0934 : 38%|███▊ | 993/2591 [00:08<00:11, 140.08it/s] 999 18.5616 : 38%|███▊ | 993/2591 [00:08<00:11, 140.08it/s] 999 18.5616 : 39%|███▉ | 1008/2591 [00:08<00:11, 142.38it/s] 1019 20.0171 : 39%|███▉ | 1008/2591 [00:08<00:11, 142.38it/s] 1019 20.0171 : 40%|███▉ | 1025/2591 [00:08<00:10, 148.11it/s] 1039 24.9905 : 40%|███▉ | 1025/2591 [00:08<00:10, 148.11it/s] 1039 24.9905 : 40%|████ | 1042/2591 [00:08<00:10, 153.70it/s] 1039 24.9905 : 41%|████ | 1059/2591 [00:08<00:09, 156.91it/s] 1059 26.1971 : 41%|████ | 1059/2591 [00:08<00:09, 156.91it/s] 1059 26.1971 : 41%|████▏ | 1075/2591 [00:08<00:10, 144.38it/s] 1079 23.2941 : 41%|████▏ | 1075/2591 [00:09<00:10, 144.38it/s] 1079 23.2941 : 42%|████▏ | 1090/2591 [00:09<00:12, 124.83it/s] 1099 17.9730 : 42%|████▏ | 1090/2591 [00:09<00:12, 124.83it/s] 1099 17.9730 : 43%|████▎ | 1104/2591 [00:09<00:13, 110.66it/s] 1099 17.9730 : 43%|████▎ | 1116/2591 [00:09<00:14, 99.53it/s] 1119 16.8722 : 43%|████▎ | 1116/2591 [00:09<00:14, 99.53it/s] 1119 16.8722 : 43%|████▎ | 1127/2591 [00:09<00:15, 93.73it/s] 1119 16.8722 : 44%|████▍ | 1137/2591 [00:09<00:16, 90.32it/s] 1139 16.6085 : 44%|████▍ | 1137/2591 [00:09<00:16, 90.32it/s] 1139 16.6085 : 44%|████▍ | 1147/2591 [00:09<00:16, 87.50it/s] 1139 16.6085 : 45%|████▍ | 1156/2591 [00:09<00:16, 87.51it/s] 1159 18.1855 : 45%|████▍ | 1156/2591 [00:09<00:16, 87.51it/s] 1159 18.1855 : 45%|████▌ | 1166/2591 [00:10<00:16, 88.33it/s] 1159 18.1855 : 45%|████▌ | 1176/2591 [00:10<00:15, 91.05it/s] 1179 19.6954 : 45%|████▌ | 1176/2591 [00:10<00:15, 91.05it/s] 1179 19.6954 : 46%|████▌ | 1187/2591 [00:10<00:14, 94.06it/s] 1179 19.6954 : 46%|████▌ | 1197/2591 [00:10<00:14, 95.10it/s] 1199 24.2706 : 46%|████▌ | 1197/2591 [00:10<00:14, 95.10it/s] 1199 24.2706 : 47%|████▋ | 1207/2591 [00:10<00:14, 95.89it/s] 1199 24.2706 : 47%|████▋ | 1217/2591 [00:10<00:14, 94.90it/s] 1219 18.9990 : 47%|████▋ | 1217/2591 [00:10<00:14, 94.90it/s] 1219 18.9990 : 47%|████▋ | 1228/2591 [00:10<00:13, 97.64it/s] 1219 18.9990 : 48%|████▊ | 1239/2591 [00:10<00:13, 99.91it/s] 1239 23.5045 : 48%|████▊ | 1239/2591 [00:10<00:13, 99.91it/s] 1239 23.5045 : 48%|████▊ | 1250/2591 [00:10<00:13, 97.87it/s] 1259 19.8489 : 48%|████▊ | 1250/2591 [00:11<00:13, 97.87it/s] 1259 19.8489 : 49%|████▊ | 1260/2591 [00:11<00:14, 92.40it/s] 1259 19.8489 : 49%|████▉ | 1270/2591 [00:11<00:14, 88.87it/s] 1259 19.8489 : 49%|████▉ | 1279/2591 [00:11<00:14, 87.52it/s] 1279 18.9240 : 49%|████▉ | 1279/2591 [00:11<00:14, 87.52it/s] 1279 18.9240 : 50%|████▉ | 1288/2591 [00:11<00:15, 85.08it/s] 1279 18.9240 : 50%|█████ | 1297/2591 [00:11<00:15, 83.41it/s] 1299 19.8173 : 50%|█████ | 1297/2591 [00:11<00:15, 83.41it/s] 1299 19.8173 : 50%|█████ | 1306/2591 [00:11<00:15, 83.76it/s] 1299 19.8173 : 51%|█████ | 1315/2591 [00:11<00:14, 85.25it/s] 1319 22.1378 : 51%|█████ | 1315/2591 [00:11<00:14, 85.25it/s] 1319 22.1378 : 51%|█████ | 1325/2591 [00:11<00:14, 87.90it/s] 1319 22.1378 : 52%|█████▏ | 1335/2591 [00:11<00:13, 90.78it/s] 1339 25.7674 : 52%|█████▏ | 1335/2591 [00:11<00:13, 90.78it/s] 1339 25.7674 : 52%|█████▏ | 1345/2591 [00:11<00:13, 90.87it/s] 1339 25.7674 : 52%|█████▏ | 1355/2591 [00:12<00:13, 91.75it/s] 1359 29.6993 : 52%|█████▏ | 1355/2591 [00:12<00:13, 91.75it/s] 1359 29.6993 : 53%|█████▎ | 1365/2591 [00:12<00:13, 92.74it/s] 1359 29.6993 : 53%|█████▎ | 1376/2591 [00:12<00:12, 96.18it/s] 1379 24.1692 : 53%|█████▎ | 1376/2591 [00:12<00:12, 96.18it/s] 1379 24.1692 : 54%|█████▎ | 1392/2591 [00:12<00:10, 113.14it/s] 1399 22.6786 : 54%|█████▎ | 1392/2591 [00:12<00:10, 113.14it/s] 1399 22.6786 : 54%|█████▍ | 1406/2591 [00:12<00:09, 120.00it/s] 1399 22.6786 : 55%|█████▍ | 1419/2591 [00:12<00:09, 120.78it/s] 1419 20.6659 : 55%|█████▍ | 1419/2591 [00:12<00:09, 120.78it/s] 1419 20.6659 : 55%|█████▌ | 1432/2591 [00:12<00:09, 121.07it/s] 1439 20.9425 : 55%|█████▌ | 1432/2591 [00:12<00:09, 121.07it/s] 1439 20.9425 : 56%|█████▌ | 1445/2591 [00:12<00:09, 120.65it/s] 1439 20.9425 : 56%|█████▋ | 1458/2591 [00:12<00:09, 121.75it/s] 1459 22.7606 : 56%|█████▋ | 1458/2591 [00:12<00:09, 121.75it/s] 1459 22.7606 : 57%|█████▋ | 1472/2591 [00:13<00:08, 124.35it/s] 1479 24.4521 : 57%|█████▋ | 1472/2591 [00:13<00:08, 124.35it/s] 1479 24.4521 : 57%|█████▋ | 1487/2591 [00:13<00:08, 129.46it/s] 1499 30.9796 : 57%|█████▋ | 1487/2591 [00:13<00:08, 129.46it/s] 1499 30.9796 : 58%|█████▊ | 1501/2591 [00:13<00:08, 132.32it/s] 1499 30.9796 : 59%|█████▊ | 1516/2591 [00:13<00:07, 134.65it/s] 1519 31.1160 : 59%|█████▊ | 1516/2591 [00:13<00:07, 134.65it/s] 1519 31.1160 : 59%|█████▉ | 1531/2591 [00:13<00:07, 138.62it/s] 1539 24.1299 : 59%|█████▉ | 1531/2591 [00:13<00:07, 138.62it/s] 1539 24.1299 : 60%|█████▉ | 1548/2591 [00:13<00:07, 147.76it/s] 1559 22.0866 : 60%|█████▉ | 1548/2591 [00:13<00:07, 147.76it/s] 1559 22.0866 : 60%|██████ | 1563/2591 [00:13<00:06, 147.38it/s] 1559 22.0866 : 61%|██████ | 1578/2591 [00:13<00:06, 145.69it/s] 1579 21.9122 : 61%|██████ | 1578/2591 [00:13<00:06, 145.69it/s] 1579 21.9122 : 61%|██████▏ | 1593/2591 [00:13<00:06, 143.92it/s] 1599 21.6417 : 61%|██████▏ | 1593/2591 [00:13<00:06, 143.92it/s] 1599 21.6417 : 62%|██████▏ | 1608/2591 [00:13<00:06, 143.85it/s] 1619 23.2516 : 62%|██████▏ | 1608/2591 [00:14<00:06, 143.85it/s] 1619 23.2516 : 63%|██████▎ | 1624/2591 [00:14<00:06, 147.65it/s] 1639 24.9285 : 63%|██████▎ | 1624/2591 [00:14<00:06, 147.65it/s] 1639 24.9285 : 63%|██████▎ | 1641/2591 [00:14<00:06, 153.23it/s] 1639 24.9285 : 64%|██████▍ | 1658/2591 [00:14<00:05, 157.15it/s] 1659 28.8107 : 64%|██████▍ | 1658/2591 [00:14<00:05, 157.15it/s] 1659 28.8107 : 65%|██████▍ | 1674/2591 [00:14<00:05, 157.80it/s] 1679 22.2411 : 65%|██████▍ | 1674/2591 [00:14<00:05, 157.80it/s] 1679 22.2411 : 65%|██████▌ | 1690/2591 [00:14<00:05, 153.42it/s] 1699 21.6671 : 65%|██████▌ | 1690/2591 [00:14<00:05, 153.42it/s] 1699 21.6671 : 66%|██████▌ | 1706/2591 [00:14<00:06, 145.02it/s] 1719 20.9490 : 66%|██████▌ | 1706/2591 [00:14<00:06, 145.02it/s] 1719 20.9490 : 66%|██████▋ | 1721/2591 [00:14<00:06, 132.64it/s] 1719 20.9490 : 67%|██████▋ | 1735/2591 [00:14<00:06, 125.05it/s] 1739 22.8555 : 67%|██████▋ | 1735/2591 [00:14<00:06, 125.05it/s] 1739 22.8555 : 67%|██████▋ | 1748/2591 [00:15<00:07, 119.32it/s] 1759 22.4165 : 67%|██████▋ | 1748/2591 [00:15<00:07, 119.32it/s] 1759 22.4165 : 68%|██████▊ | 1761/2591 [00:15<00:07, 116.49it/s] 1759 22.4165 : 68%|██████▊ | 1774/2591 [00:15<00:06, 117.71it/s] 1779 25.3784 : 68%|██████▊ | 1774/2591 [00:15<00:06, 117.71it/s] 1779 25.3784 : 69%|██████▉ | 1788/2591 [00:15<00:06, 121.84it/s] 1799 32.0970 : 69%|██████▉ | 1788/2591 [00:15<00:06, 121.84it/s] 1799 32.0970 : 70%|██████▉ | 1801/2591 [00:15<00:06, 123.65it/s] 1799 32.0970 : 70%|███████ | 1815/2591 [00:15<00:06, 127.47it/s] 1819 31.9281 : 70%|███████ | 1815/2591 [00:15<00:06, 127.47it/s] 1819 31.9281 : 71%|███████ | 1828/2591 [00:15<00:06, 127.00it/s] 1839 25.0918 : 71%|███████ | 1828/2591 [00:15<00:06, 127.00it/s] 1839 25.0918 : 71%|███████ | 1841/2591 [00:15<00:06, 121.06it/s] 1839 25.0918 : 72%|███████▏ | 1854/2591 [00:15<00:06, 118.70it/s] 1859 24.6114 : 72%|███████▏ | 1854/2591 [00:15<00:06, 118.70it/s] 1859 24.6114 : 72%|███████▏ | 1866/2591 [00:16<00:06, 110.80it/s] 1859 24.6114 : 72%|███████▏ | 1878/2591 [00:16<00:07, 100.97it/s] 1879 22.3310 : 72%|███████▏ | 1878/2591 [00:16<00:07, 100.97it/s] 1879 22.3310 : 73%|███████▎ | 1889/2591 [00:16<00:07, 94.77it/s] 1879 22.3310 : 73%|███████▎ | 1899/2591 [00:16<00:07, 90.97it/s] 1899 23.2384 : 73%|███████▎ | 1899/2591 [00:16<00:07, 90.97it/s] 1899 23.2384 : 74%|███████▎ | 1909/2591 [00:16<00:07, 87.46it/s] 1899 23.2384 : 74%|███████▍ | 1918/2591 [00:16<00:07, 87.08it/s] 1919 24.4378 : 74%|███████▍ | 1918/2591 [00:16<00:07, 87.08it/s] 1919 24.4378 : 74%|███████▍ | 1928/2591 [00:16<00:07, 88.32it/s] 1919 24.4378 : 75%|███████▍ | 1938/2591 [00:16<00:07, 90.95it/s] 1939 28.4030 : 75%|███████▍ | 1938/2591 [00:16<00:07, 90.95it/s] 1939 28.4030 : 75%|███████▌ | 1949/2591 [00:16<00:06, 95.27it/s] 1959 32.9051 : 75%|███████▌ | 1949/2591 [00:17<00:06, 95.27it/s] 1959 32.9051 : 76%|███████▌ | 1960/2591 [00:17<00:06, 96.49it/s] 1959 32.9051 : 76%|███████▌ | 1971/2591 [00:17<00:06, 98.99it/s] 1979 31.6975 : 76%|███████▌ | 1971/2591 [00:17<00:06, 98.99it/s] 1979 31.6975 : 76%|███████▋ | 1982/2591 [00:17<00:05, 101.96it/s] 1979 31.6975 : 77%|███████▋ | 1993/2591 [00:17<00:05, 101.84it/s] 1999 28.3816 : 77%|███████▋ | 1993/2591 [00:17<00:05, 101.84it/s] 1999 28.3816 : 77%|███████▋ | 2004/2591 [00:17<00:05, 103.11it/s] 1999 28.3816 : 78%|███████▊ | 2015/2591 [00:17<00:05, 101.27it/s] 2019 25.0672 : 78%|███████▊ | 2015/2591 [00:17<00:05, 101.27it/s] 2019 25.0672 : 78%|███████▊ | 2026/2591 [00:17<00:06, 93.82it/s] 2019 25.0672 : 79%|███████▊ | 2036/2591 [00:17<00:06, 86.75it/s] 2039 23.3315 : 79%|███████▊ | 2036/2591 [00:17<00:06, 86.75it/s] 2039 23.3315 : 79%|███████▉ | 2045/2591 [00:18<00:06, 84.04it/s] 2039 23.3315 : 79%|███████▉ | 2054/2591 [00:18<00:06, 80.21it/s] 2059 25.2419 : 79%|███████▉ | 2054/2591 [00:18<00:06, 80.21it/s] 2059 25.2419 : 80%|███████▉ | 2063/2591 [00:18<00:06, 77.93it/s] 2059 25.2419 : 80%|███████▉ | 2071/2591 [00:18<00:06, 78.12it/s] 2079 26.8920 : 80%|███████▉ | 2071/2591 [00:18<00:06, 78.12it/s] 2079 26.8920 : 80%|████████ | 2080/2591 [00:18<00:06, 79.41it/s] 2079 26.8920 : 81%|████████ | 2089/2591 [00:18<00:06, 82.24it/s] 2079 26.8920 : 81%|████████ | 2099/2591 [00:18<00:05, 86.73it/s] 2099 31.5468 : 81%|████████ | 2099/2591 [00:18<00:05, 86.73it/s] 2099 31.5468 : 81%|████████▏ | 2109/2591 [00:18<00:05, 88.32it/s] 2099 31.5468 : 82%|████████▏ | 2119/2591 [00:18<00:05, 89.55it/s] 2119 36.1424 : 82%|████████▏ | 2119/2591 [00:18<00:05, 89.55it/s] 2119 36.1424 : 82%|████████▏ | 2130/2591 [00:18<00:04, 94.48it/s] 2139 25.0229 : 82%|████████▏ | 2130/2591 [00:19<00:04, 94.48it/s] 2139 25.0229 : 83%|████████▎ | 2144/2591 [00:19<00:04, 107.05it/s] 2159 23.4661 : 83%|████████▎ | 2144/2591 [00:19<00:04, 107.05it/s] 2159 23.4661 : 83%|████████▎ | 2160/2591 [00:19<00:03, 121.13it/s] 2159 23.4661 : 84%|████████▍ | 2174/2591 [00:19<00:03, 124.12it/s] 2179 22.4086 : 84%|████████▍ | 2174/2591 [00:19<00:03, 124.12it/s] 2179 22.4086 : 84%|████████▍ | 2187/2591 [00:19<00:03, 123.23it/s] 2199 23.1582 : 84%|████████▍ | 2187/2591 [00:19<00:03, 123.23it/s] 2199 23.1582 : 85%|████████▍ | 2200/2591 [00:19<00:03, 123.40it/s] 2199 23.1582 : 85%|████████▌ | 2213/2591 [00:19<00:03, 123.87it/s] 2219 24.4018 : 85%|████████▌ | 2213/2591 [00:19<00:03, 123.87it/s] 2219 24.4018 : 86%|████████▌ | 2227/2591 [00:19<00:02, 126.04it/s] 2239 27.8565 : 86%|████████▌ | 2227/2591 [00:19<00:02, 126.04it/s] 2239 27.8565 : 87%|████████▋ | 2242/2591 [00:19<00:02, 132.00it/s] 2239 27.8565 : 87%|████████▋ | 2257/2591 [00:19<00:02, 136.41it/s] 2259 31.0533 : 87%|████████▋ | 2257/2591 [00:19<00:02, 136.41it/s] 2259 31.0533 : 88%|████████▊ | 2272/2591 [00:20<00:02, 139.45it/s] 2279 30.3727 : 88%|████████▊ | 2272/2591 [00:20<00:02, 139.45it/s] 2279 30.3727 : 88%|████████▊ | 2287/2591 [00:20<00:02, 141.50it/s] 2299 28.3808 : 88%|████████▊ | 2287/2591 [00:20<00:02, 141.50it/s] 2299 28.3808 : 89%|████████▉ | 2302/2591 [00:20<00:02, 138.66it/s] 2299 28.3808 : 89%|████████▉ | 2316/2591 [00:20<00:02, 133.43it/s] 2319 25.0135 : 89%|████████▉ | 2316/2591 [00:20<00:02, 133.43it/s] 2319 25.0135 : 90%|████████▉ | 2330/2591 [00:20<00:02, 123.43it/s] 2339 24.8991 : 90%|████████▉ | 2330/2591 [00:20<00:02, 123.43it/s] 2339 24.8991 : 90%|█████████ | 2343/2591 [00:20<00:02, 117.21it/s] 2339 24.8991 : 91%|█████████ | 2355/2591 [00:20<00:02, 111.50it/s] 2359 24.9382 : 91%|█████████ | 2355/2591 [00:20<00:02, 111.50it/s] 2359 24.9382 : 91%|█████████▏| 2367/2591 [00:20<00:02, 108.59it/s] 2359 24.9382 : 92%|█████████▏| 2378/2591 [00:20<00:01, 108.50it/s] 2379 26.9385 : 92%|█████████▏| 2378/2591 [00:20<00:01, 108.50it/s] 2379 26.9385 : 92%|█████████▏| 2390/2591 [00:21<00:01, 110.95it/s] 2399 29.8890 : 92%|█████████▏| 2390/2591 [00:21<00:01, 110.95it/s] 2399 29.8890 : 93%|█████████▎| 2403/2591 [00:21<00:01, 114.01it/s] 2399 29.8890 : 93%|█████████▎| 2415/2591 [00:21<00:01, 114.50it/s] 2419 35.0363 : 93%|█████████▎| 2415/2591 [00:21<00:01, 114.50it/s] 2419 35.0363 : 94%|█████████▎| 2428/2591 [00:21<00:01, 116.47it/s] 2439 27.2200 : 94%|█████████▎| 2428/2591 [00:21<00:01, 116.47it/s] 2439 27.2200 : 94%|█████████▍| 2440/2591 [00:21<00:01, 116.96it/s] 2439 27.2200 : 95%|█████████▍| 2452/2591 [00:21<00:01, 114.01it/s] 2459 28.7333 : 95%|█████████▍| 2452/2591 [00:21<00:01, 114.01it/s] 2459 28.7333 : 95%|█████████▌| 2464/2591 [00:21<00:01, 110.58it/s] 2459 28.7333 : 96%|█████████▌| 2476/2591 [00:21<00:01, 102.61it/s] 2479 24.2308 : 96%|█████████▌| 2476/2591 [00:21<00:01, 102.61it/s] 2479 24.2308 : 96%|█████████▌| 2487/2591 [00:21<00:01, 93.76it/s] 2479 24.2308 : 96%|█████████▋| 2497/2591 [00:22<00:01, 90.67it/s] 2499 24.4534 : 96%|█████████▋| 2497/2591 [00:22<00:01, 90.67it/s] 2499 24.4534 : 97%|█████████▋| 2507/2591 [00:22<00:00, 86.75it/s] 2499 24.4534 : 97%|█████████▋| 2516/2591 [00:22<00:00, 84.67it/s] 2519 25.7089 : 97%|█████████▋| 2516/2591 [00:22<00:00, 84.67it/s] 2519 25.7089 : 97%|█████████▋| 2525/2591 [00:22<00:00, 84.12it/s] 2519 25.7089 : 98%|█████████▊| 2534/2591 [00:22<00:00, 85.10it/s] 2539 29.1373 : 98%|█████████▊| 2534/2591 [00:22<00:00, 85.10it/s] 2539 29.1373 : 98%|█████████▊| 2544/2591 [00:22<00:00, 87.46it/s] 2539 29.1373 : 99%|█████████▊| 2554/2591 [00:22<00:00, 89.74it/s] 2559 33.1136 : 99%|█████████▊| 2554/2591 [00:22<00:00, 89.74it/s] 2559 33.1136 : 99%|█████████▉| 2564/2591 [00:22<00:00, 89.73it/s] 2559 33.1136 : 99%|█████████▉| 2574/2591 [00:22<00:00, 90.10it/s] 2579 34.1227 : 99%|█████████▉| 2574/2591 [00:23<00:00, 90.10it/s] 2579 34.1227 : 100%|█████████▉| 2584/2591 [00:23<00:00, 91.65it/s] 2579 34.1227 : 100%|██████████| 2591/2591 [00:23<00:00, 111.83it/s] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 1 epoch_size: 12954816 batches_per_epoch: 2591 batch_size: 5000 optim_type: 'ray' 0%| | 0/2591 [00:00<?, ?it/s] 1%| | 14/2591 [00:00<00:18, 135.95it/s] 2610 25.5467 : 1%| | 14/2591 [00:00<00:18, 135.95it/s] 2610 25.5467 : 1%| | 28/2591 [00:00<00:20, 124.63it/s] 2630 21.9999 : 1%| | 28/2591 [00:00<00:20, 124.63it/s] 2630 21.9999 : 2%|▏ | 41/2591 [00:00<00:21, 117.17it/s] 2630 21.9999 : 2%|▏ | 53/2591 [00:00<00:22, 113.31it/s] 2650 20.7033 : 2%|▏ | 53/2591 [00:00<00:22, 113.31it/s] 2650 20.7033 : 3%|▎ | 65/2591 [00:00<00:22, 110.91it/s] 2650 20.7033 : 3%|▎ | 77/2591 [00:00<00:22, 109.68it/s] 2670 23.6140 : 3%|▎ | 77/2591 [00:00<00:22, 109.68it/s] 2670 23.6140 : 3%|▎ | 89/2591 [00:00<00:22, 110.66it/s] 2690 25.6800 : 3%|▎ | 89/2591 [00:00<00:22, 110.66it/s] 2690 25.6800 : 4%|▍ | 101/2591 [00:00<00:22, 112.98it/s] 2690 25.6800 : 4%|▍ | 114/2591 [00:00<00:21, 117.42it/s] 2710 27.2518 : 4%|▍ | 114/2591 [00:01<00:21, 117.42it/s] 2710 27.2518 : 5%|▍ | 128/2591 [00:01<00:19, 123.70it/s] 2730 32.9691 : 5%|▍ | 128/2591 [00:01<00:19, 123.70it/s] 2730 32.9691 : 5%|▌ | 142/2591 [00:01<00:19, 125.74it/s] 2730 32.9691 : 6%|▌ | 155/2591 [00:01<00:19, 123.10it/s] 2750 24.8673 : 6%|▌ | 155/2591 [00:01<00:19, 123.10it/s] 2750 24.8673 : 7%|▋ | 170/2591 [00:01<00:18, 129.28it/s] 2770 26.3217 : 7%|▋ | 170/2591 [00:01<00:18, 129.28it/s] 2770 26.3217 : 7%|▋ | 184/2591 [00:01<00:18, 130.29it/s] 2770 26.3217 : 8%|▊ | 198/2591 [00:01<00:18, 128.83it/s] 2790 24.1815 : 8%|▊ | 198/2591 [00:01<00:18, 128.83it/s] 2790 24.1815 : 8%|▊ | 211/2591 [00:01<00:18, 126.73it/s] 2810 22.8670 : 8%|▊ | 211/2591 [00:01<00:18, 126.73it/s] 2810 22.8670 : 9%|▊ | 224/2591 [00:01<00:18, 124.98it/s] 2810 22.8670 : 9%|▉ | 237/2591 [00:01<00:19, 123.26it/s] 2830 24.4068 : 9%|▉ | 237/2591 [00:01<00:19, 123.26it/s] 2830 24.4068 : 10%|▉ | 251/2591 [00:02<00:18, 126.31it/s] 2850 27.6633 : 10%|▉ | 251/2591 [00:02<00:18, 126.31it/s] 2850 27.6633 : 10%|█ | 266/2591 [00:02<00:17, 132.06it/s] 2870 27.4265 : 10%|█ | 266/2591 [00:02<00:17, 132.06it/s] 2870 27.4265 : 11%|█ | 282/2591 [00:02<00:16, 138.93it/s] 2870 27.4265 : 11%|█▏ | 297/2591 [00:02<00:16, 142.06it/s] 2890 32.4884 : 11%|█▏ | 297/2591 [00:02<00:16, 142.06it/s] 2890 32.4884 : 12%|█▏ | 312/2591 [00:02<00:16, 136.40it/s] 2910 29.3308 : 12%|█▏ | 312/2591 [00:02<00:16, 136.40it/s] 2910 29.3308 : 13%|█▎ | 326/2591 [00:02<00:17, 131.56it/s] 2930 26.8723 : 13%|█▎ | 326/2591 [00:02<00:17, 131.56it/s] 2930 26.8723 : 13%|█▎ | 340/2591 [00:02<00:18, 124.14it/s] 2930 26.8723 : 14%|█▎ | 353/2591 [00:02<00:19, 116.14it/s] 2950 25.4611 : 14%|█▎ | 353/2591 [00:02<00:19, 116.14it/s] 2950 25.4611 : 14%|█▍ | 365/2591 [00:02<00:20, 110.35it/s] 2950 25.4611 : 15%|█▍ | 377/2591 [00:03<00:20, 107.43it/s] 2970 25.6488 : 15%|█▍ | 377/2591 [00:03<00:20, 107.43it/s] 2970 25.6488 : 15%|█▍ | 388/2591 [00:03<00:20, 105.19it/s] 2990 29.0163 : 15%|█▍ | 388/2591 [00:03<00:20, 105.19it/s] 2990 29.0163 : 15%|█▌ | 400/2591 [00:03<00:20, 106.45it/s] 2990 29.0163 : 16%|█▌ | 413/2591 [00:03<00:19, 110.69it/s] 3010 30.6175 : 16%|█▌ | 413/2591 [00:03<00:19, 110.69it/s] 3010 30.6175 : 16%|█▋ | 427/2591 [00:03<00:18, 116.39it/s] 3030 34.6605 : 16%|█▋ | 427/2591 [00:03<00:18, 116.39it/s] 3030 34.6605 : 17%|█▋ | 440/2591 [00:03<00:17, 120.00it/s] 3030 34.6605 : 17%|█▋ | 453/2591 [00:03<00:17, 119.42it/s] 3050 30.3181 : 17%|█▋ | 453/2591 [00:03<00:17, 119.42it/s] 3050 30.3181 : 18%|█▊ | 465/2591 [00:03<00:18, 114.25it/s] 3050 30.3181 : 18%|█▊ | 477/2591 [00:03<00:18, 113.04it/s] 3070 32.7418 : 18%|█▊ | 477/2591 [00:03<00:18, 113.04it/s] 3070 32.7418 : 19%|█▉ | 489/2591 [00:04<00:19, 108.58it/s] 3090 27.2343 : 19%|█▉ | 489/2591 [00:04<00:19, 108.58it/s] 3090 27.2343 : 19%|█▉ | 500/2591 [00:04<00:20, 102.37it/s] 3090 27.2343 : 20%|█▉ | 511/2591 [00:04<00:21, 97.14it/s] 3110 26.5116 : 20%|█▉ | 511/2591 [00:04<00:21, 97.14it/s] 3110 26.5116 : 20%|██ | 521/2591 [00:04<00:22, 93.48it/s] 3110 26.5116 : 20%|██ | 531/2591 [00:04<00:22, 90.82it/s] 3130 28.4776 : 20%|██ | 531/2591 [00:04<00:22, 90.82it/s] 3130 28.4776 : 21%|██ | 541/2591 [00:04<00:23, 89.12it/s] 3130 28.4776 : 21%|██▏ | 551/2591 [00:04<00:22, 90.87it/s] 3150 30.1355 : 21%|██▏ | 551/2591 [00:04<00:22, 90.87it/s] 3150 30.1355 : 22%|██▏ | 562/2591 [00:04<00:21, 93.78it/s] 3150 30.1355 : 22%|██▏ | 574/2591 [00:05<00:20, 98.67it/s] 3170 32.2809 : 22%|██▏ | 574/2591 [00:05<00:20, 98.67it/s] 3170 32.2809 : 23%|██▎ | 586/2591 [00:05<00:19, 102.60it/s] 3170 32.2809 : 23%|██▎ | 598/2591 [00:05<00:18, 105.89it/s] 3190 36.1781 : 23%|██▎ | 598/2591 [00:05<00:18, 105.89it/s] 3190 36.1781 : 24%|██▎ | 609/2591 [00:05<00:19, 103.03it/s] 3210 32.6316 : 24%|██▎ | 609/2591 [00:05<00:19, 103.03it/s] 3210 32.6316 : 24%|██▍ | 620/2591 [00:05<00:18, 104.32it/s] 3210 32.6316 : 24%|██▍ | 631/2591 [00:05<00:18, 105.91it/s] 3230 30.1385 : 24%|██▍ | 631/2591 [00:05<00:18, 105.91it/s] 3230 30.1385 : 25%|██▍ | 642/2591 [00:05<00:18, 103.12it/s] 3230 30.1385 : 25%|██▌ | 653/2591 [00:05<00:19, 97.94it/s] 3250 26.9314 : 25%|██▌ | 653/2591 [00:05<00:19, 97.94it/s] 3250 26.9314 : 26%|██▌ | 663/2591 [00:05<00:20, 93.49it/s] 3250 26.9314 : 26%|██▌ | 673/2591 [00:06<00:20, 91.88it/s] 3270 27.9082 : 26%|██▌ | 673/2591 [00:06<00:20, 91.88it/s] 3270 27.9082 : 26%|██▋ | 683/2591 [00:06<00:21, 88.88it/s] 3270 27.9082 : 27%|██▋ | 692/2591 [00:06<00:21, 88.28it/s] 3290 30.3229 : 27%|██▋ | 692/2591 [00:06<00:21, 88.28it/s] 3290 30.3229 : 27%|██▋ | 702/2591 [00:06<00:20, 90.03it/s] 3290 30.3229 : 28%|██▊ | 713/2591 [00:06<00:19, 93.98it/s] 3310 33.3499 : 28%|██▊ | 713/2591 [00:06<00:19, 93.98it/s] 3310 33.3499 : 28%|██▊ | 725/2591 [00:06<00:18, 99.07it/s] 3310 33.3499 : 28%|██▊ | 737/2591 [00:06<00:18, 102.60it/s] 3330 35.5028 : 28%|██▊ | 737/2591 [00:06<00:18, 102.60it/s] 3330 35.5028 : 29%|██▉ | 749/2591 [00:06<00:17, 106.24it/s] 3350 32.7622 : 29%|██▉ | 749/2591 [00:06<00:17, 106.24it/s] 3350 32.7622 : 29%|██▉ | 760/2591 [00:06<00:17, 103.36it/s] 3350 32.7622 : 30%|██▉ | 774/2591 [00:06<00:16, 113.35it/s] 3370 33.3995 : 30%|██▉ | 774/2591 [00:07<00:16, 113.35it/s] 3370 33.3995 : 30%|███ | 789/2591 [00:07<00:14, 121.45it/s] 3390 29.0231 : 30%|███ | 789/2591 [00:07<00:14, 121.45it/s] 3390 29.0231 : 31%|███ | 802/2591 [00:07<00:14, 122.85it/s] 3390 29.0231 : 31%|███▏ | 815/2591 [00:07<00:14, 121.79it/s] 3410 28.3107 : 31%|███▏ | 815/2591 [00:07<00:14, 121.79it/s] 3410 28.3107 : 32%|███▏ | 828/2591 [00:07<00:14, 121.52it/s] 3430 28.3684 : 32%|███▏ | 828/2591 [00:07<00:14, 121.52it/s] 3430 28.3684 : 32%|███▏ | 841/2591 [00:07<00:14, 120.47it/s] 3430 28.3684 : 33%|███▎ | 855/2591 [00:07<00:14, 123.62it/s] 3450 30.3079 : 33%|███▎ | 855/2591 [00:07<00:14, 123.62it/s] 3450 30.3079 : 34%|███▎ | 870/2591 [00:07<00:13, 129.48it/s] 3470 32.5099 : 34%|███▎ | 870/2591 [00:07<00:13, 129.48it/s] 3470 32.5099 : 34%|███▍ | 885/2591 [00:07<00:12, 135.29it/s] 3490 35.4233 : 34%|███▍ | 885/2591 [00:07<00:12, 135.29it/s] 3490 35.4233 : 35%|███▍ | 900/2591 [00:07<00:12, 139.32it/s] 3490 35.4233 : 35%|███▌ | 914/2591 [00:08<00:12, 137.89it/s] 3510 30.9662 : 35%|███▌ | 914/2591 [00:08<00:12, 137.89it/s] 3510 30.9662 : 36%|███▌ | 930/2591 [00:08<00:11, 144.06it/s] 3530 30.5522 : 36%|███▌ | 930/2591 [00:08<00:11, 144.06it/s] 3530 30.5522 : 36%|███▋ | 945/2591 [00:08<00:11, 145.72it/s] 3550 27.1611 : 36%|███▋ | 945/2591 [00:08<00:11, 145.72it/s] 3550 27.1611 : 37%|███▋ | 960/2591 [00:08<00:11, 141.91it/s] 3550 27.1611 : 38%|███▊ | 975/2591 [00:08<00:11, 139.56it/s] 3570 28.6745 : 38%|███▊ | 975/2591 [00:08<00:11, 139.56it/s] 3570 28.6745 : 38%|███▊ | 989/2591 [00:08<00:11, 137.52it/s] 3590 27.6530 : 38%|███▊ | 989/2591 [00:08<00:11, 137.52it/s] 3590 27.6530 : 39%|███▊ | 1003/2591 [00:08<00:11, 138.06it/s] 3590 27.6530 : 39%|███▉ | 1019/2591 [00:08<00:11, 142.71it/s] 3610 30.8455 : 39%|███▉ | 1019/2591 [00:08<00:11, 142.71it/s] 3610 30.8455 : 40%|███▉ | 1036/2591 [00:08<00:10, 149.15it/s] 3630 36.4422 : 40%|███▉ | 1036/2591 [00:08<00:10, 149.15it/s] 3630 36.4422 : 41%|████ | 1053/2591 [00:08<00:10, 153.36it/s] 3650 35.3071 : 41%|████ | 1053/2591 [00:09<00:10, 153.36it/s] 3650 35.3071 : 41%|████▏ | 1069/2591 [00:09<00:10, 149.24it/s] 3670 32.9482 : 41%|████▏ | 1069/2591 [00:09<00:10, 149.24it/s] 3670 32.9482 : 42%|████▏ | 1084/2591 [00:09<00:11, 129.59it/s] 3670 32.9482 : 42%|████▏ | 1098/2591 [00:09<00:13, 113.70it/s] 3690 26.4851 : 42%|████▏ | 1098/2591 [00:09<00:13, 113.70it/s] 3690 26.4851 : 43%|████▎ | 1110/2591 [00:09<00:14, 101.34it/s] 3710 25.4465 : 43%|████▎ | 1110/2591 [00:09<00:14, 101.34it/s] 3710 25.4465 : 43%|████▎ | 1121/2591 [00:09<00:15, 93.78it/s] 3710 25.4465 : 44%|████▎ | 1131/2591 [00:09<00:16, 90.02it/s] 3730 23.9327 : 44%|████▎ | 1131/2591 [00:09<00:16, 90.02it/s] 3730 23.9327 : 44%|████▍ | 1141/2591 [00:09<00:16, 86.41it/s] 3730 23.9327 : 44%|████▍ | 1150/2591 [00:10<00:16, 85.06it/s] 3730 23.9327 : 45%|████▍ | 1159/2591 [00:10<00:16, 85.39it/s] 3750 25.6693 : 45%|████▍ | 1159/2591 [00:10<00:16, 85.39it/s] 3750 25.6693 : 45%|████▌ | 1169/2591 [00:10<00:16, 87.36it/s] 3750 25.6693 : 46%|████▌ | 1179/2591 [00:10<00:15, 89.94it/s] 3770 27.3557 : 46%|████▌ | 1179/2591 [00:10<00:15, 89.94it/s] 3770 27.3557 : 46%|████▌ | 1189/2591 [00:10<00:15, 92.28it/s] 3770 27.3557 : 46%|████▋ | 1199/2591 [00:10<00:14, 93.85it/s] 3790 31.2224 : 46%|████▋ | 1199/2591 [00:10<00:14, 93.85it/s] 3790 31.2224 : 47%|████▋ | 1209/2591 [00:10<00:14, 95.08it/s] 3790 31.2224 : 47%|████▋ | 1219/2591 [00:10<00:14, 92.91it/s] 3810 28.6710 : 47%|████▋ | 1219/2591 [00:10<00:14, 92.91it/s] 3810 28.6710 : 47%|████▋ | 1230/2591 [00:10<00:14, 97.07it/s] 3830 32.9762 : 47%|████▋ | 1230/2591 [00:11<00:14, 97.07it/s] 3830 32.9762 : 48%|████▊ | 1241/2591 [00:11<00:13, 98.32it/s] 3830 32.9762 : 48%|████▊ | 1251/2591 [00:11<00:13, 96.11it/s] 3850 28.2233 : 48%|████▊ | 1251/2591 [00:11<00:13, 96.11it/s] 3850 28.2233 : 49%|████▊ | 1261/2591 [00:11<00:14, 90.51it/s] 3850 28.2233 : 49%|████▉ | 1271/2591 [00:11<00:15, 86.78it/s] 3870 27.5923 : 49%|████▉ | 1271/2591 [00:11<00:15, 86.78it/s] 3870 27.5923 : 49%|████▉ | 1280/2591 [00:11<00:15, 85.36it/s] 3870 27.5923 : 50%|████▉ | 1289/2591 [00:11<00:15, 83.20it/s] 3870 27.5923 : 50%|█████ | 1298/2591 [00:11<00:15, 82.15it/s] 3890 28.2531 : 50%|█████ | 1298/2591 [00:11<00:15, 82.15it/s] 3890 28.2531 : 50%|█████ | 1307/2591 [00:11<00:15, 82.60it/s] 3890 28.2531 : 51%|█████ | 1316/2591 [00:11<00:15, 84.17it/s] 3910 30.8472 : 51%|█████ | 1316/2591 [00:11<00:15, 84.17it/s] 3910 30.8472 : 51%|█████ | 1326/2591 [00:12<00:14, 86.65it/s] 3910 30.8472 : 52%|█████▏ | 1336/2591 [00:12<00:14, 89.33it/s] 3930 33.5054 : 52%|█████▏ | 1336/2591 [00:12<00:14, 89.33it/s] 3930 33.5054 : 52%|█████▏ | 1345/2591 [00:12<00:13, 89.03it/s] 3930 33.5054 : 52%|█████▏ | 1355/2591 [00:12<00:13, 89.92it/s] 3950 36.9468 : 52%|█████▏ | 1355/2591 [00:12<00:13, 89.92it/s] 3950 36.9468 : 53%|█████▎ | 1365/2591 [00:12<00:13, 90.14it/s] 3950 36.9468 : 53%|█████▎ | 1375/2591 [00:12<00:13, 92.61it/s] 3970 28.4703 : 53%|█████▎ | 1375/2591 [00:12<00:13, 92.61it/s] 3970 28.4703 : 54%|█████▎ | 1391/2591 [00:12<00:10, 110.19it/s] 3990 29.3735 : 54%|█████▎ | 1391/2591 [00:12<00:10, 110.19it/s] 3990 29.3735 : 54%|█████▍ | 1405/2591 [00:12<00:10, 118.25it/s] 3990 29.3735 : 55%|█████▍ | 1418/2591 [00:12<00:09, 119.09it/s] 4010 28.3279 : 55%|█████▍ | 1418/2591 [00:12<00:09, 119.09it/s] 4010 28.3279 : 55%|█████▌ | 1430/2591 [00:12<00:09, 118.90it/s] 4030 29.1910 : 55%|█████▌ | 1430/2591 [00:13<00:09, 118.90it/s] 4030 29.1910 : 56%|█████▌ | 1443/2591 [00:13<00:09, 119.27it/s] 4030 29.1910 : 56%|█████▌ | 1455/2591 [00:13<00:09, 119.45it/s] 4050 29.5925 : 56%|█████▌ | 1455/2591 [00:13<00:09, 119.45it/s] 4050 29.5925 : 57%|█████▋ | 1468/2591 [00:13<00:09, 122.22it/s] 4070 33.8272 : 57%|█████▋ | 1468/2591 [00:13<00:09, 122.22it/s] 4070 33.8272 : 57%|█████▋ | 1482/2591 [00:13<00:08, 126.66it/s] 4070 33.8272 : 58%|█████▊ | 1496/2591 [00:13<00:08, 130.25it/s] 4090 38.5818 : 58%|█████▊ | 1496/2591 [00:13<00:08, 130.25it/s] 4090 38.5818 : 58%|█████▊ | 1510/2591 [00:13<00:08, 132.55it/s] 4110 37.1202 : 58%|█████▊ | 1510/2591 [00:13<00:08, 132.55it/s] 4110 37.1202 : 59%|█████▉ | 1524/2591 [00:13<00:08, 132.64it/s] 4130 31.7891 : 59%|█████▉ | 1524/2591 [00:13<00:08, 132.64it/s] 4130 31.7891 : 60%|█████▉ | 1542/2591 [00:13<00:07, 145.21it/s] 4130 31.7891 : 60%|██████ | 1558/2591 [00:13<00:07, 147.42it/s] 4150 27.7793 : 60%|██████ | 1558/2591 [00:13<00:07, 147.42it/s] 4150 27.7793 : 61%|██████ | 1573/2591 [00:14<00:07, 144.09it/s] 4170 29.6696 : 61%|██████ | 1573/2591 [00:14<00:07, 144.09it/s] 4170 29.6696 : 61%|██████▏ | 1588/2591 [00:14<00:07, 143.28it/s] 4190 29.1638 : 61%|██████▏ | 1588/2591 [00:14<00:07, 143.28it/s] 4190 29.1638 : 62%|██████▏ | 1603/2591 [00:14<00:06, 141.34it/s] 4190 29.1638 : 62%|██████▏ | 1619/2591 [00:14<00:06, 144.24it/s] 4210 31.5546 : 62%|██████▏ | 1619/2591 [00:14<00:06, 144.24it/s] 4210 31.5546 : 63%|██████▎ | 1636/2591 [00:14<00:06, 149.19it/s] 4230 30.7285 : 63%|██████▎ | 1636/2591 [00:14<00:06, 149.19it/s] 4230 30.7285 : 64%|██████▍ | 1652/2591 [00:14<00:06, 151.39it/s] 4250 37.0087 : 64%|██████▍ | 1652/2591 [00:14<00:06, 151.39it/s] 4250 37.0087 : 64%|██████▍ | 1669/2591 [00:14<00:05, 155.37it/s] 4270 26.2928 : 64%|██████▍ | 1669/2591 [00:14<00:05, 155.37it/s] 4270 26.2928 : 65%|██████▌ | 1685/2591 [00:14<00:05, 151.55it/s] 4290 24.0209 : 65%|██████▌ | 1685/2591 [00:14<00:05, 151.55it/s] 4290 24.0209 : 66%|██████▌ | 1701/2591 [00:14<00:06, 145.89it/s] 4290 24.0209 : 66%|██████▌ | 1716/2591 [00:15<00:06, 134.94it/s] 4310 24.6947 : 66%|██████▌ | 1716/2591 [00:15<00:06, 134.94it/s] 4310 24.6947 : 67%|██████▋ | 1730/2591 [00:15<00:06, 124.35it/s] 4330 27.3171 : 67%|██████▋ | 1730/2591 [00:15<00:06, 124.35it/s] 4330 27.3171 : 67%|██████▋ | 1743/2591 [00:15<00:07, 118.59it/s] 4330 27.3171 : 68%|██████▊ | 1756/2591 [00:15<00:07, 113.50it/s] 4350 26.1342 : 68%|██████▊ | 1756/2591 [00:15<00:07, 113.50it/s] 4350 26.1342 : 68%|██████▊ | 1768/2591 [00:15<00:07, 113.83it/s] 4370 29.1337 : 68%|██████▊ | 1768/2591 [00:15<00:07, 113.83it/s] 4370 29.1337 : 69%|██████▊ | 1781/2591 [00:15<00:06, 116.38it/s] 4370 29.1337 : 69%|██████▉ | 1795/2591 [00:15<00:06, 120.57it/s] 4390 34.4883 : 69%|██████▉ | 1795/2591 [00:15<00:06, 120.57it/s] 4390 34.4883 : 70%|██████▉ | 1808/2591 [00:15<00:06, 122.42it/s] 4410 34.1561 : 70%|██████▉ | 1808/2591 [00:15<00:06, 122.42it/s] 4410 34.1561 : 70%|███████ | 1822/2591 [00:15<00:06, 125.84it/s] 4410 34.1561 : 71%|███████ | 1835/2591 [00:16<00:06, 120.33it/s] 4430 29.8850 : 71%|███████ | 1835/2591 [00:16<00:06, 120.33it/s] 4430 29.8850 : 71%|███████▏ | 1848/2591 [00:16<00:06, 117.08it/s] 4450 29.2810 : 71%|███████▏ | 1848/2591 [00:16<00:06, 117.08it/s] 4450 29.2810 : 72%|███████▏ | 1860/2591 [00:16<00:06, 112.83it/s] 4450 29.2810 : 72%|███████▏ | 1872/2591 [00:16<00:06, 103.87it/s] 4470 27.0252 : 72%|███████▏ | 1872/2591 [00:16<00:06, 103.87it/s] 4470 27.0252 : 73%|███████▎ | 1883/2591 [00:16<00:07, 94.98it/s] 4470 27.0252 : 73%|███████▎ | 1893/2591 [00:16<00:07, 91.39it/s] 4490 27.5854 : 73%|███████▎ | 1893/2591 [00:16<00:07, 91.39it/s] 4490 27.5854 : 73%|███████▎ | 1903/2591 [00:16<00:07, 87.23it/s] 4490 27.5854 : 74%|███████▍ | 1912/2591 [00:16<00:07, 85.21it/s] 4510 28.9043 : 74%|███████▍ | 1912/2591 [00:17<00:07, 85.21it/s] 4510 28.9043 : 74%|███████▍ | 1921/2591 [00:17<00:07, 85.32it/s] 4510 28.9043 : 75%|███████▍ | 1931/2591 [00:17<00:07, 87.02it/s] 4530 32.0729 : 75%|███████▍ | 1931/2591 [00:17<00:07, 87.02it/s] 4530 32.0729 : 75%|███████▍ | 1942/2591 [00:17<00:07, 90.92it/s] 4530 32.0729 : 75%|███████▌ | 1953/2591 [00:17<00:06, 94.17it/s] 4550 34.3294 : 75%|███████▌ | 1953/2591 [00:17<00:06, 94.17it/s] 4550 34.3294 : 76%|███████▌ | 1963/2591 [00:17<00:06, 95.31it/s] 4550 34.3294 : 76%|███████▌ | 1974/2591 [00:17<00:06, 99.01it/s] 4570 31.7902 : 76%|███████▌ | 1974/2591 [00:17<00:06, 99.01it/s] 4570 31.7902 : 77%|███████▋ | 1985/2591 [00:17<00:06, 100.23it/s] 4570 31.7902 : 77%|███████▋ | 1996/2591 [00:17<00:05, 100.44it/s] 4590 32.7442 : 77%|███████▋ | 1996/2591 [00:17<00:05, 100.44it/s] 4590 32.7442 : 77%|███████▋ | 2007/2591 [00:17<00:05, 101.18it/s] 4590 32.7442 : 78%|███████▊ | 2018/2591 [00:18<00:05, 96.78it/s] 4610 28.9544 : 78%|███████▊ | 2018/2591 [00:18<00:05, 96.78it/s] 4610 28.9544 : 78%|███████▊ | 2028/2591 [00:18<00:06, 89.88it/s] 4610 28.9544 : 79%|███████▊ | 2038/2591 [00:18<00:06, 83.77it/s] 4630 27.9791 : 79%|███████▊ | 2038/2591 [00:18<00:06, 83.77it/s] 4630 27.9791 : 79%|███████▉ | 2047/2591 [00:18<00:06, 80.34it/s] 4630 27.9791 : 79%|███████▉ | 2056/2591 [00:18<00:06, 76.70it/s] 4650 29.0819 : 79%|███████▉ | 2056/2591 [00:18<00:06, 76.70it/s] 4650 29.0819 : 80%|███████▉ | 2064/2591 [00:18<00:07, 75.28it/s] 4650 29.0819 : 80%|███████▉ | 2072/2591 [00:18<00:06, 75.74it/s] 4670 29.2212 : 80%|███████▉ | 2072/2591 [00:18<00:06, 75.74it/s] 4670 29.2212 : 80%|████████ | 2081/2591 [00:18<00:06, 77.47it/s] 4670 29.2212 : 81%|████████ | 2090/2591 [00:18<00:06, 80.53it/s] 4690 33.5910 : 81%|████████ | 2090/2591 [00:19<00:06, 80.53it/s] 4690 33.5910 : 81%|████████ | 2100/2591 [00:19<00:05, 84.87it/s] 4690 33.5910 : 81%|████████▏ | 2110/2591 [00:19<00:05, 86.44it/s] 4690 33.5910 : 82%|████████▏ | 2119/2591 [00:19<00:05, 87.29it/s] 4710 36.8262 : 82%|████████▏ | 2119/2591 [00:19<00:05, 87.29it/s] 4710 36.8262 : 82%|████████▏ | 2130/2591 [00:19<00:05, 92.18it/s] 4730 26.5997 : 82%|████████▏ | 2130/2591 [00:19<00:05, 92.18it/s] 4730 26.5997 : 83%|████████▎ | 2143/2591 [00:19<00:04, 102.93it/s] 4730 26.5997 : 83%|████████▎ | 2159/2591 [00:19<00:03, 118.31it/s] 4750 27.6087 : 83%|████████▎ | 2159/2591 [00:19<00:03, 118.31it/s] 4750 27.6087 : 84%|████████▍ | 2173/2591 [00:19<00:03, 121.81it/s] 4770 27.4107 : 84%|████████▍ | 2173/2591 [00:19<00:03, 121.81it/s] 4770 27.4107 : 84%|████████▍ | 2186/2591 [00:19<00:03, 121.18it/s] 4770 27.4107 : 85%|████████▍ | 2199/2591 [00:19<00:03, 121.40it/s] 4790 27.5489 : 85%|████████▍ | 2199/2591 [00:19<00:03, 121.40it/s] 4790 27.5489 : 85%|████████▌ | 2212/2591 [00:20<00:03, 120.64it/s] 4810 27.5527 : 85%|████████▌ | 2212/2591 [00:20<00:03, 120.64it/s] 4810 27.5527 : 86%|████████▌ | 2225/2591 [00:20<00:02, 122.99it/s] 4830 34.3513 : 86%|████████▌ | 2225/2591 [00:20<00:02, 122.99it/s] 4830 34.3513 : 86%|████████▋ | 2240/2591 [00:20<00:02, 128.27it/s] 4830 34.3513 : 87%|████████▋ | 2255/2591 [00:20<00:02, 132.59it/s] 4850 34.2774 : 87%|████████▋ | 2255/2591 [00:20<00:02, 132.59it/s] 4850 34.2774 : 88%|████████▊ | 2269/2591 [00:20<00:02, 134.63it/s] 4870 32.5742 : 88%|████████▊ | 2269/2591 [00:20<00:02, 134.63it/s] 4870 32.5742 : 88%|████████▊ | 2284/2591 [00:20<00:02, 138.34it/s] 4870 32.5742 : 89%|████████▊ | 2298/2591 [00:20<00:02, 135.79it/s] 4890 31.7849 : 89%|████████▊ | 2298/2591 [00:20<00:02, 135.79it/s] 4890 31.7849 : 89%|████████▉ | 2312/2591 [00:20<00:02, 133.07it/s] 4910 29.0048 : 89%|████████▉ | 2312/2591 [00:20<00:02, 133.07it/s] 4910 29.0048 : 90%|████████▉ | 2326/2591 [00:20<00:02, 124.14it/s] 4910 29.0048 : 90%|█████████ | 2339/2591 [00:21<00:02, 115.83it/s] 4930 29.9112 : 90%|█████████ | 2339/2591 [00:21<00:02, 115.83it/s] 4930 29.9112 : 91%|█████████ | 2351/2591 [00:21<00:02, 110.71it/s] 4950 30.1072 : 91%|█████████ | 2351/2591 [00:21<00:02, 110.71it/s] 4950 30.1072 : 91%|█████████ | 2363/2591 [00:21<00:02, 106.91it/s] 4950 30.1072 : 92%|█████████▏| 2374/2591 [00:21<00:02, 105.89it/s] 4970 31.0584 : 92%|█████████▏| 2374/2591 [00:21<00:02, 105.89it/s] 4970 31.0584 : 92%|█████████▏| 2385/2591 [00:21<00:01, 106.75it/s] 4970 31.0584 : 93%|█████████▎| 2397/2591 [00:21<00:01, 110.26it/s] 4990 34.8317 : 93%|█████████▎| 2397/2591 [00:21<00:01, 110.26it/s] 4990 34.8317 : 93%|█████████▎| 2409/2591 [00:21<00:01, 111.06it/s] 5010 37.0046 : 93%|█████████▎| 2409/2591 [00:21<00:01, 111.06it/s] 5010 37.0046 : 93%|█████████▎| 2421/2591 [00:21<00:01, 111.96it/s] 5010 37.0046 : 94%|█████████▍| 2434/2591 [00:21<00:01, 114.91it/s] 5030 29.8218 : 94%|█████████▍| 2434/2591 [00:21<00:01, 114.91it/s] 5030 29.8218 : 94%|█████████▍| 2446/2591 [00:22<00:01, 112.29it/s] 5030 29.8218 : 95%|█████████▍| 2458/2591 [00:22<00:01, 110.46it/s] 5050 30.9040 : 95%|█████████▍| 2458/2591 [00:22<00:01, 110.46it/s] 5050 30.9040 : 95%|█████████▌| 2470/2591 [00:22<00:01, 104.14it/s] 5070 27.4780 : 95%|█████████▌| 2470/2591 [00:22<00:01, 104.14it/s] 5070 27.4780 : 96%|█████████▌| 2481/2591 [00:22<00:01, 95.21it/s] 5070 27.4780 : 96%|█████████▌| 2491/2591 [00:22<00:01, 89.35it/s] 5090 28.4108 : 96%|█████████▌| 2491/2591 [00:22<00:01, 89.35it/s] 5090 28.4108 : 97%|█████████▋| 2501/2591 [00:22<00:01, 86.16it/s] 5090 28.4108 : 97%|█████████▋| 2510/2591 [00:22<00:00, 82.69it/s] 5090 28.4108 : 97%|█████████▋| 2519/2591 [00:22<00:00, 81.43it/s] 5110 29.0231 : 97%|█████████▋| 2519/2591 [00:22<00:00, 81.43it/s] 5110 29.0231 : 98%|█████████▊| 2528/2591 [00:22<00:00, 81.54it/s] 5110 29.0231 : 98%|█████████▊| 2537/2591 [00:23<00:00, 82.91it/s] 5130 33.4237 : 98%|█████████▊| 2537/2591 [00:23<00:00, 82.91it/s] 5130 33.4237 : 98%|█████████▊| 2547/2591 [00:23<00:00, 85.75it/s] 5130 33.4237 : 99%|█████████▊| 2556/2591 [00:23<00:00, 86.65it/s] 5150 34.2438 : 99%|█████████▊| 2556/2591 [00:23<00:00, 86.65it/s] 5150 34.2438 : 99%|█████████▉| 2565/2591 [00:23<00:00, 86.87it/s] 5150 34.2438 : 99%|█████████▉| 2574/2591 [00:23<00:00, 87.27it/s] 5170 34.5819 : 99%|█████████▉| 2574/2591 [00:23<00:00, 87.27it/s] 5170 34.5819 : 100%|█████████▉| 2584/2591 [00:23<00:00, 88.35it/s] 5170 34.5819 : 100%|██████████| 2591/2591 [00:23<00:00, 109.37it/s] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 2 epoch_size: 17 batches_per_epoch: 17 batch_size: 1 optim_type: 'image' 0%| | 0/17 [00:00<?, ?it/s]/root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/torch/nn/functional.py:3609: UserWarning: Default upsampling behavior when mode=bilinear is changed to align_corners=False since 0.4.0. Please specify align_corners=True if the old behavior is desired. See the documentation of nn.Upsample for details. warnings.warn( /root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/torch/nn/functional.py:3657: UserWarning: The default behavior for interpolate/upsample with float scale_factor changed in 1.6.0 to align with other frameworks/libraries, and now uses scale_factor directly, instead of relying on the computed output size. If you wish to restore the old behavior, please set recompute_scale_factor=True. See the documentation of nn.Upsample for details. warnings.warn( /root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/torch/nn/functional.py:718: UserWarning: Named tensors and all their associated APIs are an experimental feature and subject to change. Please do not use them for anything important until they are released as stable. (Triggered internally at /pytorch/c10/core/TensorImpl.h:1156.) return torch.max_pool2d(input, kernel_size, stride, padding, dilation, ceil_mode) 6%|▌ | 1/17 [00:02<00:35, 2.21s/it] 12%|█▏ | 2/17 [00:03<00:26, 1.77s/it] 18%|█▊ | 3/17 [00:05<00:26, 1.86s/it] 24%|██▎ | 4/17 [00:06<00:21, 1.66s/it] 29%|██▉ | 5/17 [00:08<00:17, 1.48s/it] 35%|███▌ | 6/17 [00:09<00:14, 1.33s/it] 41%|████ | 7/17 [00:11<00:15, 1.54s/it] 47%|████▋ | 8/17 [00:12<00:13, 1.48s/it] 53%|█████▎ | 9/17 [00:13<00:10, 1.34s/it] 59%|█████▉ | 10/17 [00:14<00:09, 1.29s/it] 65%|██████▍ | 11/17 [00:16<00:08, 1.36s/it] 71%|███████ | 12/17 [00:18<00:07, 1.49s/it] 76%|███████▋ | 13/17 [00:19<00:05, 1.39s/it] 82%|████████▏ | 14/17 [00:20<00:03, 1.27s/it] 88%|████████▊ | 15/17 [00:22<00:02, 1.45s/it] 94%|█████████▍| 16/17 [00:24<00:01, 1.63s/it] 100%|██████████| 17/17 [00:25<00:00, 1.44s/it] 100%|██████████| 17/17 [00:25<00:00, 1.47s/it] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 3 epoch_size: 17 batches_per_epoch: 17 batch_size: 1 optim_type: 'image' 0%| | 0/17 [00:00<?, ?it/s] 6%|▌ | 1/17 [00:01<00:21, 1.37s/it] 12%|█▏ | 2/17 [00:02<00:20, 1.38s/it] 18%|█▊ | 3/17 [00:04<00:24, 1.72s/it] 24%|██▎ | 4/17 [00:06<00:19, 1.52s/it] 29%|██▉ | 5/17 [00:07<00:17, 1.48s/it] 35%|███▌ | 6/17 [00:08<00:15, 1.39s/it] 41%|████ | 7/17 [00:09<00:12, 1.29s/it] 47%|████▋ | 8/17 [00:11<00:11, 1.27s/it] 53%|█████▎ | 9/17 [00:12<00:10, 1.26s/it] 59%|█████▉ | 10/17 [00:13<00:08, 1.25s/it] 65%|██████▍ | 11/17 [00:14<00:07, 1.20s/it] 71%|███████ | 12/17 [00:16<00:07, 1.49s/it] 76%|███████▋ | 13/17 [00:18<00:06, 1.60s/it] 82%|████████▏ | 14/17 [00:20<00:04, 1.59s/it] 88%|████████▊ | 15/17 [00:21<00:02, 1.42s/it] 94%|█████████▍| 16/17 [00:23<00:01, 1.63s/it] 100%|██████████| 17/17 [00:24<00:00, 1.57s/it] 100%|██████████| 17/17 [00:24<00:00, 1.45s/it] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 4 epoch_size: 17 batches_per_epoch: 17 batch_size: 1 optim_type: 'image' 0%| | 0/17 [00:00<?, ?it/s] 6%|▌ | 1/17 [00:01<00:19, 1.25s/it] 12%|█▏ | 2/17 [00:02<00:21, 1.44s/it] 18%|█▊ | 3/17 [00:04<00:19, 1.37s/it] 24%|██▎ | 4/17 [00:05<00:20, 1.58s/it] 29%|██▉ | 5/17 [00:07<00:17, 1.46s/it] 35%|███▌ | 6/17 [00:09<00:17, 1.61s/it] 41%|████ | 7/17 [00:11<00:17, 1.78s/it] 47%|████▋ | 8/17 [00:13<00:16, 1.81s/it] 53%|█████▎ | 9/17 [00:14<00:13, 1.63s/it] 59%|█████▉ | 10/17 [00:15<00:10, 1.45s/it] 65%|██████▍ | 11/17 [00:16<00:08, 1.39s/it] 71%|███████ | 12/17 [00:18<00:07, 1.41s/it] 76%|███████▋ | 13/17 [00:20<00:06, 1.57s/it] 82%|████████▏ | 14/17 [00:21<00:04, 1.65s/it] 88%|████████▊ | 15/17 [00:24<00:03, 1.78s/it] 94%|█████████▍| 16/17 [00:25<00:01, 1.68s/it] 100%|██████████| 17/17 [00:27<00:00, 1.65s/it] 100%|██████████| 17/17 [00:27<00:00, 1.59s/it] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 5 epoch_size: 17 batches_per_epoch: 17 batch_size: 1 optim_type: 'image' 0%| | 0/17 [00:00<?, ?it/s] 6%|▌ | 1/17 [00:02<00:33, 2.12s/it] 12%|█▏ | 2/17 [00:04<00:32, 2.13s/it] 18%|█▊ | 3/17 [00:06<00:28, 2.04s/it] 24%|██▎ | 4/17 [00:07<00:21, 1.63s/it] 29%|██▉ | 5/17 [00:08<00:17, 1.48s/it] 35%|███▌ | 6/17 [00:09<00:16, 1.48s/it] 41%|████ | 7/17 [00:11<00:13, 1.39s/it] 47%|████▋ | 8/17 [00:13<00:14, 1.60s/it] 53%|█████▎ | 9/17 [00:14<00:12, 1.56s/it] 59%|█████▉ | 10/17 [00:16<00:11, 1.64s/it] 65%|██████▍ | 11/17 [00:17<00:09, 1.57s/it] 71%|███████ | 12/17 [00:19<00:07, 1.56s/it] 76%|███████▋ | 13/17 [00:20<00:06, 1.56s/it] 82%|████████▏ | 14/17 [00:22<00:04, 1.53s/it] 88%|████████▊ | 15/17 [00:24<00:03, 1.64s/it] 94%|█████████▍| 16/17 [00:25<00:01, 1.45s/it] 100%|██████████| 17/17 [00:27<00:00, 1.63s/it] 100%|██████████| 17/17 [00:27<00:00, 1.61s/it] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 6 epoch_size: 17 batches_per_epoch: 17 batch_size: 1 optim_type: 'image' 0%| | 0/17 [00:00<?, ?it/s] 6%|▌ | 1/17 [00:01<00:22, 1.38s/it] 12%|█▏ | 2/17 [00:02<00:17, 1.19s/it] 18%|█▊ | 3/17 [00:03<00:15, 1.13s/it] 24%|██▎ | 4/17 [00:05<00:16, 1.30s/it] 29%|██▉ | 5/17 [00:06<00:14, 1.19s/it] 35%|███▌ | 6/17 [00:07<00:15, 1.41s/it] 41%|████ | 7/17 [00:09<00:16, 1.62s/it] 47%|████▋ | 8/17 [00:11<00:14, 1.60s/it] 53%|█████▎ | 9/17 [00:12<00:12, 1.56s/it] 59%|█████▉ | 10/17 [00:14<00:10, 1.56s/it] 65%|██████▍ | 11/17 [00:16<00:10, 1.73s/it] 71%|███████ | 12/17 [00:17<00:07, 1.51s/it] 76%|███████▋ | 13/17 [00:19<00:06, 1.62s/it] 82%|████████▏ | 14/17 [00:21<00:04, 1.58s/it] 88%|████████▊ | 15/17 [00:22<00:02, 1.46s/it] 94%|█████████▍| 16/17 [00:23<00:01, 1.34s/it] 100%|██████████| 17/17 [00:24<00:00, 1.25s/it] 100%|██████████| 17/17 [00:24<00:00, 1.43s/it] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 7 epoch_size: 17 batches_per_epoch: 17 batch_size: 1 optim_type: 'image' 0%| | 0/17 [00:00<?, ?it/s] 6%|▌ | 1/17 [00:01<00:19, 1.22s/it] 12%|█▏ | 2/17 [00:02<00:18, 1.24s/it] 18%|█▊ | 3/17 [00:03<00:15, 1.14s/it] 24%|██▎ | 4/17 [00:05<00:17, 1.31s/it] 29%|██▉ | 5/17 [00:06<00:15, 1.29s/it] 35%|███▌ | 6/17 [00:07<00:14, 1.27s/it] 41%|████ | 7/17 [00:08<00:11, 1.19s/it] 47%|████▋ | 8/17 [00:09<00:10, 1.16s/it] 53%|█████▎ | 9/17 [00:10<00:09, 1.18s/it] 59%|█████▉ | 10/17 [00:12<00:09, 1.30s/it] 65%|██████▍ | 11/17 [00:14<00:09, 1.57s/it] 71%|███████ | 12/17 [00:16<00:08, 1.65s/it] 76%|███████▋ | 13/17 [00:18<00:07, 1.81s/it] 82%|████████▏ | 14/17 [00:19<00:04, 1.63s/it] 88%|████████▊ | 15/17 [00:20<00:02, 1.45s/it] 94%|█████████▍| 16/17 [00:21<00:01, 1.34s/it] 100%|██████████| 17/17 [00:23<00:00, 1.49s/it] 100%|██████████| 17/17 [00:23<00:00, 1.40s/it] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 8 epoch_size: 17 batches_per_epoch: 17 batch_size: 1 optim_type: 'image' 0%| | 0/17 [00:00<?, ?it/s] 6%|▌ | 1/17 [00:01<00:30, 1.91s/it] 12%|█▏ | 2/17 [00:03<00:30, 2.01s/it] 18%|█▊ | 3/17 [00:05<00:22, 1.64s/it] 24%|██▎ | 4/17 [00:06<00:19, 1.48s/it] 29%|██▉ | 5/17 [00:08<00:20, 1.73s/it] 35%|███▌ | 6/17 [00:10<00:18, 1.65s/it] 41%|████ | 7/17 [00:11<00:14, 1.50s/it] 47%|████▋ | 8/17 [00:12<00:12, 1.40s/it] 53%|█████▎ | 9/17 [00:14<00:12, 1.54s/it] 59%|█████▉ | 10/17 [00:15<00:10, 1.55s/it] 65%|██████▍ | 11/17 [00:16<00:08, 1.39s/it] 71%|███████ | 12/17 [00:18<00:07, 1.53s/it] 76%|███████▋ | 13/17 [00:20<00:06, 1.69s/it] 82%|████████▏ | 14/17 [00:22<00:04, 1.66s/it] 88%|████████▊ | 15/17 [00:24<00:03, 1.71s/it] 94%|█████████▍| 16/17 [00:25<00:01, 1.50s/it] 100%|██████████| 17/17 [00:26<00:00, 1.36s/it] 100%|██████████| 17/17 [00:26<00:00, 1.55s/it] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 9 epoch_size: 17 batches_per_epoch: 17 batch_size: 1 optim_type: 'image' 0%| | 0/17 [00:00<?, ?it/s] 6%|▌ | 1/17 [00:01<00:18, 1.17s/it] 12%|█▏ | 2/17 [00:02<00:20, 1.39s/it] 18%|█▊ | 3/17 [00:04<00:20, 1.47s/it] 24%|██▎ | 4/17 [00:06<00:22, 1.71s/it] 29%|██▉ | 5/17 [00:08<00:20, 1.75s/it] 35%|███▌ | 6/17 [00:09<00:17, 1.57s/it] 41%|████ | 7/17 [00:10<00:14, 1.45s/it] 47%|████▋ | 8/17 [00:12<00:14, 1.65s/it] 53%|█████▎ | 9/17 [00:13<00:11, 1.45s/it] 59%|█████▉ | 10/17 [00:15<00:10, 1.48s/it] 65%|██████▍ | 11/17 [00:16<00:08, 1.46s/it] 71%|███████ | 12/17 [00:17<00:06, 1.32s/it] 76%|███████▋ | 13/17 [00:19<00:06, 1.57s/it] 82%|████████▏ | 14/17 [00:21<00:04, 1.52s/it] 88%|████████▊ | 15/17 [00:22<00:03, 1.53s/it] 94%|█████████▍| 16/17 [00:24<00:01, 1.54s/it] 100%|██████████| 17/17 [00:26<00:00, 1.72s/it] 100%|██████████| 17/17 [00:26<00:00, 1.56s/it] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 10 epoch_size: 17 batches_per_epoch: 17 batch_size: 1 optim_type: 'image' 0%| | 0/17 [00:00<?, ?it/s] 6%|▌ | 1/17 [00:02<00:32, 2.04s/it] 12%|█▏ | 2/17 [00:03<00:23, 1.57s/it] 18%|█▊ | 3/17 [00:04<00:21, 1.56s/it] 24%|██▎ | 4/17 [00:06<00:22, 1.76s/it] 29%|██▉ | 5/17 [00:07<00:18, 1.51s/it] 35%|███▌ | 6/17 [00:10<00:18, 1.70s/it] 41%|████ | 7/17 [00:12<00:18, 1.83s/it] 47%|████▋ | 8/17 [00:13<00:14, 1.63s/it] 53%|█████▎ | 9/17 [00:14<00:11, 1.44s/it] 59%|█████▉ | 10/17 [00:16<00:11, 1.64s/it] 65%|██████▍ | 11/17 [00:17<00:08, 1.46s/it] 71%|███████ | 12/17 [00:18<00:07, 1.47s/it] 76%|███████▋ | 13/17 [00:20<00:05, 1.48s/it] 82%|████████▏ | 14/17 [00:21<00:04, 1.48s/it] 88%|████████▊ | 15/17 [00:23<00:02, 1.36s/it] 94%|█████████▍| 16/17 [00:24<00:01, 1.42s/it] 100%|██████████| 17/17 [00:26<00:00, 1.44s/it] 100%|██████████| 17/17 [00:26<00:00, 1.53s/it] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 11 epoch_size: 17 batches_per_epoch: 17 batch_size: 1 optim_type: 'image' 0%| | 0/17 [00:00<?, ?it/s] 6%|▌ | 1/17 [00:01<00:28, 1.80s/it] 12%|█▏ | 2/17 [00:03<00:27, 1.82s/it] 18%|█▊ | 3/17 [00:04<00:20, 1.48s/it] 24%|██▎ | 4/17 [00:06<00:21, 1.62s/it] 29%|██▉ | 5/17 [00:08<00:21, 1.78s/it] 35%|███▌ | 6/17 [00:10<00:18, 1.66s/it] 41%|████ | 7/17 [00:11<00:17, 1.75s/it] 47%|████▋ | 8/17 [00:14<00:16, 1.85s/it] 53%|█████▎ | 9/17 [00:16<00:15, 1.92s/it] 59%|█████▉ | 10/17 [00:17<00:13, 1.89s/it] 65%|██████▍ | 11/17 [00:19<00:10, 1.75s/it] 71%|███████ | 12/17 [00:20<00:07, 1.59s/it] 76%|███████▋ | 13/17 [00:21<00:05, 1.42s/it] 82%|████████▏ | 14/17 [00:22<00:03, 1.32s/it] 88%|████████▊ | 15/17 [00:23<00:02, 1.28s/it] 94%|█████████▍| 16/17 [00:25<00:01, 1.52s/it] 100%|██████████| 17/17 [00:27<00:00, 1.53s/it] 100%|██████████| 17/17 [00:27<00:00, 1.62s/it] Setting up [LPIPS] perceptual loss: trunk [vgg], v[0.1], spatial [off] Loading model from: /root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/lpips/weights/v0.1/vgg.pth Detected LLFF dataset Using pre-scaled images from /root/.cache/arf-svox2/data/llff/fern/images_4 Loaded LLFF data /root/.cache/arf-svox2/data/llff/fern 16.985296178676084 80.00209740336334 recentered (3, 4) [1.3765233 5.48648 ] Overriding offset 250-> 250 dmin = 1.376523, dmax = 5.486480, invz = 0, offset = 250 0%| | 0/3 [00:00<?, ?it/s] 100%|██████████| 3/3 [00:00<00:00, 25.94it/s] 100%|██████████| 3/3 [00:00<00:00, 25.89it/s] 0%| | 0/120 [00:00<?, ?it/s] 100%|██████████| 120/120 [00:00<00:00, 62749.84it/s] z_bounds from LLFF: [1.3765232563018799, 5.486480236053467] (not used) scene_radius [1.496031746031746, 1.6613756613756614, 1.0] Writing to /root/.cache/arf-svox2/ckpt_arf/llff/fern/2ad10a61-9018-45c7-8a1d-b558e47db5f6/test_renders_path 0%| | 0/120 [00:00<?, ?it/s] 1%| | 1/120 [00:00<00:59, 2.02it/s] 2%|▏ | 2/120 [00:00<00:52, 2.25it/s] 2%|▎ | 3/120 [00:01<00:50, 2.29it/s] 3%|▎ | 4/120 [00:01<00:49, 2.34it/s] 4%|▍ | 5/120 [00:02<00:48, 2.36it/s] 5%|▌ | 6/120 [00:02<00:47, 2.40it/s] 6%|▌ | 7/120 [00:02<00:46, 2.44it/s] 7%|▋ | 8/120 [00:03<00:44, 2.49it/s] 8%|▊ | 9/120 [00:03<00:43, 2.57it/s] 8%|▊ | 10/120 [00:04<00:41, 2.66it/s] 9%|▉ | 11/120 [00:04<00:39, 2.77it/s] 10%|█ | 12/120 [00:04<00:37, 2.91it/s] 11%|█ | 13/120 [00:04<00:35, 3.06it/s] 12%|█▏ | 14/120 [00:05<00:32, 3.22it/s] 12%|█▎ | 15/120 [00:05<00:31, 3.38it/s] 13%|█▎ | 16/120 [00:05<00:29, 3.50it/s] 14%|█▍ | 17/120 [00:06<00:28, 3.57it/s] 15%|█▌ | 18/120 [00:06<00:28, 3.59it/s] 16%|█▌ | 19/120 [00:06<00:28, 3.55it/s] 17%|█▋ | 20/120 [00:06<00:29, 3.43it/s] 18%|█▊ | 21/120 [00:07<00:30, 3.29it/s] 18%|█▊ | 22/120 [00:07<00:31, 3.13it/s] 19%|█▉ | 23/120 [00:07<00:32, 2.96it/s] 20%|██ | 24/120 [00:08<00:34, 2.81it/s] 21%|██ | 25/120 [00:08<00:35, 2.68it/s] 22%|██▏ | 26/120 [00:09<00:36, 2.57it/s] 22%|██▎ | 27/120 [00:09<00:37, 2.47it/s] 23%|██▎ | 28/120 [00:10<00:38, 2.40it/s] 24%|██▍ | 29/120 [00:10<00:38, 2.35it/s] 25%|██▌ | 30/120 [00:10<00:38, 2.32it/s] 26%|██▌ | 31/120 [00:11<00:38, 2.31it/s] 27%|██▋ | 32/120 [00:11<00:38, 2.29it/s] 28%|██▊ | 33/120 [00:12<00:38, 2.27it/s] 28%|██▊ | 34/120 [00:12<00:38, 2.26it/s] 29%|██▉ | 35/120 [00:13<00:37, 2.26it/s] 30%|███ | 36/120 [00:13<00:36, 2.27it/s] 31%|███ | 37/120 [00:14<00:36, 2.30it/s] 32%|███▏ | 38/120 [00:14<00:34, 2.36it/s] 32%|███▎ | 39/120 [00:14<00:33, 2.42it/s] 33%|███▎ | 40/120 [00:15<00:31, 2.52it/s] 34%|███▍ | 41/120 [00:15<00:30, 2.63it/s] 35%|███▌ | 42/120 [00:15<00:28, 2.76it/s] 36%|███▌ | 43/120 [00:16<00:26, 2.92it/s] 37%|███▋ | 44/120 [00:16<00:24, 3.10it/s] 38%|███▊ | 45/120 [00:16<00:23, 3.26it/s] 38%|███▊ | 46/120 [00:16<00:21, 3.39it/s] 39%|███▉ | 47/120 [00:17<00:21, 3.47it/s] 40%|████ | 48/120 [00:17<00:20, 3.51it/s] 41%|████ | 49/120 [00:17<00:20, 3.46it/s] 42%|████▏ | 50/120 [00:18<00:20, 3.36it/s] 42%|████▎ | 51/120 [00:18<00:21, 3.24it/s] 43%|████▎ | 52/120 [00:18<00:21, 3.09it/s] 44%|████▍ | 53/120 [00:19<00:22, 2.94it/s] 45%|████▌ | 54/120 [00:19<00:23, 2.81it/s] 46%|████▌ | 55/120 [00:20<00:24, 2.68it/s] 47%|████▋ | 56/120 [00:20<00:24, 2.58it/s] 48%|████▊ | 57/120 [00:20<00:25, 2.50it/s] 48%|████▊ | 58/120 [00:21<00:25, 2.44it/s] 49%|████▉ | 59/120 [00:21<00:25, 2.40it/s] 50%|█████ | 60/120 [00:22<00:25, 2.38it/s] 51%|█████ | 61/120 [00:22<00:24, 2.39it/s] 52%|█████▏ | 62/120 [00:23<00:24, 2.37it/s] 52%|█████▎ | 63/120 [00:23<00:24, 2.35it/s] 53%|█████▎ | 64/120 [00:23<00:23, 2.34it/s] 54%|█████▍ | 65/120 [00:24<00:23, 2.33it/s] 55%|█████▌ | 66/120 [00:24<00:23, 2.34it/s] 56%|█████▌ | 67/120 [00:25<00:22, 2.37it/s] 57%|█████▋ | 68/120 [00:25<00:21, 2.42it/s] 57%|█████▊ | 69/120 [00:25<00:20, 2.48it/s] 58%|█████▊ | 70/120 [00:26<00:19, 2.57it/s] 59%|█████▉ | 71/120 [00:26<00:18, 2.68it/s] 60%|██████ | 72/120 [00:26<00:17, 2.80it/s] 61%|██████ | 73/120 [00:27<00:16, 2.93it/s] 62%|██████▏ | 74/120 [00:27<00:14, 3.09it/s] 62%|██████▎ | 75/120 [00:27<00:13, 3.24it/s] 63%|██████▎ | 76/120 [00:28<00:13, 3.37it/s] 64%|██████▍ | 77/120 [00:28<00:12, 3.44it/s] 65%|██████▌ | 78/120 [00:28<00:12, 3.45it/s] 66%|██████▌ | 79/120 [00:28<00:12, 3.41it/s] 67%|██████▋ | 80/120 [00:29<00:12, 3.29it/s] 68%|██████▊ | 81/120 [00:29<00:12, 3.16it/s] 68%|██████▊ | 82/120 [00:29<00:12, 3.02it/s] 69%|██████▉ | 83/120 [00:30<00:12, 2.87it/s] 70%|███████ | 84/120 [00:30<00:13, 2.73it/s] 71%|███████ | 85/120 [00:31<00:13, 2.60it/s] 72%|███████▏ | 86/120 [00:31<00:13, 2.49it/s] 72%|███████▎ | 87/120 [00:32<00:13, 2.40it/s] 73%|███████▎ | 88/120 [00:32<00:13, 2.34it/s] 74%|███████▍ | 89/120 [00:33<00:13, 2.29it/s] 75%|███████▌ | 90/120 [00:33<00:13, 2.27it/s] 76%|███████▌ | 91/120 [00:33<00:12, 2.24it/s] 77%|███████▋ | 92/120 [00:34<00:12, 2.23it/s] 78%|███████▊ | 93/120 [00:34<00:12, 2.21it/s] 78%|███████▊ | 94/120 [00:35<00:11, 2.20it/s] 79%|███████▉ | 95/120 [00:35<00:11, 2.21it/s] 80%|████████ | 96/120 [00:36<00:10, 2.22it/s] 81%|████████ | 97/120 [00:36<00:10, 2.25it/s] 82%|████████▏ | 98/120 [00:37<00:09, 2.31it/s] 82%|████████▎ | 99/120 [00:37<00:08, 2.37it/s] 83%|████████▎ | 100/120 [00:37<00:08, 2.46it/s] 84%|████████▍ | 101/120 [00:38<00:07, 2.57it/s] 85%|████████▌ | 102/120 [00:38<00:06, 2.70it/s] 86%|████████▌ | 103/120 [00:38<00:05, 2.84it/s] 87%|████████▋ | 104/120 [00:39<00:05, 3.01it/s] 88%|████████▊ | 105/120 [00:39<00:04, 3.17it/s] 88%|████████▊ | 106/120 [00:39<00:04, 3.31it/s] 89%|████████▉ | 107/120 [00:39<00:03, 3.39it/s] 90%|█████████ | 108/120 [00:40<00:03, 3.43it/s] 91%|█████████ | 109/120 [00:40<00:03, 3.40it/s] 92%|█████████▏| 110/120 [00:40<00:03, 3.30it/s] 92%|█████████▎| 111/120 [00:41<00:02, 3.18it/s] 93%|█████████▎| 112/120 [00:41<00:02, 3.05it/s] 94%|█████████▍| 113/120 [00:41<00:02, 2.90it/s] 95%|█████████▌| 114/120 [00:42<00:02, 2.77it/s] 96%|█████████▌| 115/120 [00:42<00:01, 2.65it/s] 97%|█████████▋| 116/120 [00:43<00:01, 2.56it/s] 98%|█████████▊| 117/120 [00:43<00:01, 2.48it/s] 98%|█████████▊| 118/120 [00:43<00:00, 2.41it/s] 99%|█████████▉| 119/120 [00:44<00:00, 2.38it/s] 100%|██████████| 120/120 [00:44<00:00, 2.36it/s] 100%|██████████| 120/120 [00:44<00:00, 2.68it/s] IMAGEIO FFMPEG_WRITER WARNING: input image is not divisible by macro_block_size=8, resizing from (1008, 756) to (1008, 760) to ensure video compatibility with most codecs and players. To prevent resizing, make your input image divisible by the macro_block_size or set the macro_block_size to 1 (risking incompatibility).Prediction
nightmareai/arf-svox2:2c98bc84b814b4c99ff7505f5017b7a5e94b96018daed2fd4284bbb469ec887eInput
- image
- scene
- trex
{ "image": "https://replicate.delivery/mgxm/766d94f3-c089-4cd3-9396-16a704a6eccd/382c801f-ee9f-45c0-b04b-78b314bf92af.png", "scene": "trex" }Install Replicate’s Node.js client library:npm install replicateImport and set up the client:import Replicate from "replicate"; const replicate = new Replicate({ auth: process.env.REPLICATE_API_TOKEN, });Run nightmareai/arf-svox2 using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
const output = await replicate.run( "nightmareai/arf-svox2:2c98bc84b814b4c99ff7505f5017b7a5e94b96018daed2fd4284bbb469ec887e", { input: { image: "https://replicate.delivery/mgxm/766d94f3-c089-4cd3-9396-16a704a6eccd/382c801f-ee9f-45c0-b04b-78b314bf92af.png", scene: "trex" } } ); // To access the file URL: console.log(output.url()); //=> "http://example.com" // To write the file to disk: fs.writeFile("my-image.png", output);To learn more, take a look at the guide on getting started with Node.js.
Install Replicate’s Python client library:pip install replicateImport the client:import replicateRun nightmareai/arf-svox2 using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
output = replicate.run( "nightmareai/arf-svox2:2c98bc84b814b4c99ff7505f5017b7a5e94b96018daed2fd4284bbb469ec887e", input={ "image": "https://replicate.delivery/mgxm/766d94f3-c089-4cd3-9396-16a704a6eccd/382c801f-ee9f-45c0-b04b-78b314bf92af.png", "scene": "trex" } ) print(output)To learn more, take a look at the guide on getting started with Python.
Run nightmareai/arf-svox2 using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
curl -s -X POST \ -H "Authorization: Bearer $REPLICATE_API_TOKEN" \ -H "Content-Type: application/json" \ -H "Prefer: wait" \ -d $'{ "version": "nightmareai/arf-svox2:2c98bc84b814b4c99ff7505f5017b7a5e94b96018daed2fd4284bbb469ec887e", "input": { "image": "https://replicate.delivery/mgxm/766d94f3-c089-4cd3-9396-16a704a6eccd/382c801f-ee9f-45c0-b04b-78b314bf92af.png", "scene": "trex" } }' \ https://api.replicate.com/v1/predictionsTo learn more, take a look at Replicate’s HTTP API reference docs.
Output
{ "completed_at": "2022-06-23T08:44:00.047832Z", "created_at": "2022-06-23T08:10:08.754368Z", "data_removed": false, "error": null, "id": "nvq4xchoezdvrejwctnkbif5my", "input": { "image": "https://replicate.delivery/mgxm/766d94f3-c089-4cd3-9396-16a704a6eccd/382c801f-ee9f-45c0-b04b-78b314bf92af.png", "scene": "trex" }, "logs": "Downloading checkpoint for trex\nDetected LLFF dataset\nUsing pre-scaled images from /root/.cache/arf-svox2/data/llff/trex/images_4\nLoaded LLFF data /root/.cache/arf-svox2/data/llff/trex 14.611281520672364 128.97241851887296\nrecentered (3, 4)\n[ 2.296519 10.719525]\nOverriding offset 250-> 250\ndmin = 2.296519, dmax = 10.719525, invz = 0, offset = 250\n\n 0%| | 0/48 [00:00<?, ?it/s]\n 6%|▋ | 3/48 [00:00<00:01, 24.43it/s]\n 15%|█▍ | 7/48 [00:00<00:01, 29.05it/s]\n 23%|██▎ | 11/48 [00:00<00:01, 30.21it/s]\n 31%|███▏ | 15/48 [00:00<00:01, 29.95it/s]\n 38%|███▊ | 18/48 [00:00<00:01, 29.78it/s]\n 44%|████▍ | 21/48 [00:00<00:00, 28.54it/s]\n 50%|█████ | 24/48 [00:00<00:00, 28.38it/s]\n 56%|█████▋ | 27/48 [00:00<00:00, 28.02it/s]\n 62%|██████▎ | 30/48 [00:01<00:00, 27.78it/s]\n 69%|██████▉ | 33/48 [00:01<00:00, 27.80it/s]\n 75%|███████▌ | 36/48 [00:01<00:00, 28.00it/s]\n 81%|████████▏ | 39/48 [00:01<00:00, 28.44it/s]\n 88%|████████▊ | 42/48 [00:01<00:00, 28.75it/s]\n 94%|█████████▍| 45/48 [00:01<00:00, 28.73it/s]\n100%|██████████| 48/48 [00:01<00:00, 28.80it/s]\n100%|██████████| 48/48 [00:01<00:00, 28.60it/s]\nz_bounds from LLFF: [2.2965190410614014, 10.719525337219238] (not used)\nscene_radius [1.496031746031746, 1.6613756613756614, 1.0]\n Generating rays, scaling factor 1\nic| \"Loaded ckpt: \": 'Loaded ckpt: '\n args.init_ckpt: '/root/.cache/arf-svox2/ckpt_svox2/llff/trex/ckpt.npz'\nic| grid.basis_dim: 1\nRender options RenderOptions(backend='cuvol', background_brightness=0.5, step_size=0.5, sigma_thresh=1e-08, stop_thresh=1e-07, last_sample_opaque=False, near_clip=0.0, use_spheric_clip=False, random_sigma_std=0.0, random_sigma_std_background=0.0)\nopt_style.py:508: DeprecationWarning: Starting with ImageIO v3 the behavior of this function will switch to that of iio.v3.imread. To keep the current behavior (and make this warning dissapear) use `import imageio.v2 as imageio` or call `imageio.v2.imread` directly.\n style_img = imageio.imread(args.style).astype(np.float32) / 255.0\nic| \"Style image: \": 'Style image: '\n args.style: '/tmp/tmpu5hzjeqp382c801f-ee9f-45c0-b04b-78b314bf92af.png'\n style_img.shape: torch.Size([504, 336, 3])\nDownloading: \"https://download.pytorch.org/models/vgg16-397923af.pth\" to /root/.cache/torch/hub/checkpoints/vgg16-397923af.pth\n\n 0%| | 0.00/528M [00:00<?, ?B/s]\n 0%| | 624k/528M [00:00<01:26, 6.35MB/s]\n 0%| | 1.62M/528M [00:00<01:02, 8.87MB/s]\n 1%| | 3.20M/528M [00:00<00:44, 12.3MB/s]\n 1%| | 5.74M/528M [00:00<00:30, 17.9MB/s]\n 2%|▏ | 9.74M/528M [00:00<00:20, 26.5MB/s]\n 3%|▎ | 16.1M/528M [00:00<00:13, 40.2MB/s]\n 5%|▌ | 26.4M/528M [00:00<00:08, 62.2MB/s]\n 8%|▊ | 43.2M/528M [00:00<00:05, 98.5MB/s]\n 13%|█▎ | 69.5M/528M [00:00<00:03, 154MB/s]\n 19%|█▊ | 98.1M/528M [00:01<00:02, 199MB/s]\n 24%|██▍ | 127M/528M [00:01<00:01, 230MB/s]\n 30%|██▉ | 156M/528M [00:01<00:01, 252MB/s]\n 35%|███▍ | 185M/528M [00:01<00:01, 268MB/s]\n 40%|████ | 214M/528M [00:01<00:01, 278MB/s]\n 46%|████▌ | 242M/528M [00:01<00:01, 286MB/s]\n 51%|█████▏ | 271M/528M [00:01<00:00, 291MB/s]\n 57%|█████▋ | 300M/528M [00:01<00:00, 295MB/s]\n 62%|██████▏ | 329M/528M [00:01<00:00, 298MB/s]\n 68%|██████▊ | 358M/528M [00:01<00:00, 300MB/s]\n 73%|███████▎ | 387M/528M [00:02<00:00, 300MB/s]\n 79%|███████▉ | 416M/528M [00:02<00:00, 300MB/s]\n 84%|████████▍ | 445M/528M [00:02<00:00, 302MB/s]\n 90%|████████▉ | 474M/528M [00:02<00:00, 302MB/s]\n 95%|█████████▌| 503M/528M [00:02<00:00, 303MB/s]\n100%|██████████| 528M/528M [00:02<00:00, 222MB/s]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 0\n epoch_size: 36578304\n batches_per_epoch: 7316\n batch_size: 5000\n optim_type: 'ray'\n\n 0%| | 0/7316 [00:00<?, ?it/s]\n 0%| | 5/7316 [00:00<02:59, 40.63it/s]\n 0%| | 10/7316 [00:00<02:55, 41.64it/s]\n 0%| | 18/7316 [00:00<02:13, 54.64it/s]\n19 17.4498 : 0%| | 18/7316 [00:00<02:13, 54.64it/s]\n19 17.4498 : 0%| | 26/7316 [00:00<01:55, 62.96it/s]\n19 17.4498 : 0%| | 36/7316 [00:00<01:39, 73.18it/s]\n39 16.3883 : 0%| | 36/7316 [00:00<01:39, 73.18it/s]\n39 16.3883 : 1%| | 47/7316 [00:00<01:26, 84.20it/s]\n39 16.3883 : 1%| | 59/7316 [00:00<01:17, 93.88it/s]\n59 16.4355 : 1%| | 59/7316 [00:00<01:17, 93.88it/s]\n59 16.4355 : 1%| | 71/7316 [00:00<01:13, 99.15it/s]\n79 16.0873 : 1%| | 71/7316 [00:00<01:13, 99.15it/s]\n79 16.0873 : 1%| | 82/7316 [00:00<01:11, 101.35it/s]\n79 16.0873 : 1%|▏ | 93/7316 [00:01<01:09, 103.22it/s]\n99 16.5722 : 1%|▏ | 93/7316 [00:01<01:09, 103.22it/s]\n99 16.5722 : 1%|▏ | 105/7316 [00:01<01:07, 106.26it/s]\n99 16.5722 : 2%|▏ | 117/7316 [00:01<01:06, 108.98it/s]\n119 14.3405 : 2%|▏ | 117/7316 [00:01<01:06, 108.98it/s]\n119 14.3405 : 2%|▏ | 129/7316 [00:01<01:04, 111.04it/s]\n139 14.6643 : 2%|▏ | 129/7316 [00:01<01:04, 111.04it/s]\n139 14.6643 : 2%|▏ | 141/7316 [00:01<01:03, 113.20it/s]\n139 14.6643 : 2%|▏ | 153/7316 [00:01<01:03, 113.46it/s]\n159 18.5013 : 2%|▏ | 153/7316 [00:01<01:03, 113.46it/s]\n159 18.5013 : 2%|▏ | 165/7316 [00:01<01:06, 107.96it/s]\n159 18.5013 : 2%|▏ | 176/7316 [00:01<01:10, 100.89it/s]\n179 21.3667 : 2%|▏ | 176/7316 [00:01<01:10, 100.89it/s]\n179 21.3667 : 3%|▎ | 187/7316 [00:01<01:11, 100.27it/s]\n179 21.3667 : 3%|▎ | 199/7316 [00:02<01:07, 104.86it/s]\n199 18.4309 : 3%|▎ | 199/7316 [00:02<01:07, 104.86it/s]\n199 18.4309 : 3%|▎ | 212/7316 [00:02<01:04, 110.58it/s]\n219 19.5227 : 3%|▎ | 212/7316 [00:02<01:04, 110.58it/s]\n219 19.5227 : 3%|▎ | 224/7316 [00:02<01:03, 112.36it/s]\n219 19.5227 : 3%|▎ | 236/7316 [00:02<01:03, 112.27it/s]\n239 20.4563 : 3%|▎ | 236/7316 [00:02<01:03, 112.27it/s]\n239 20.4563 : 3%|▎ | 248/7316 [00:02<01:02, 113.60it/s]\n259 19.0478 : 3%|▎ | 248/7316 [00:02<01:02, 113.60it/s]\n259 19.0478 : 4%|▎ | 261/7316 [00:02<01:00, 116.01it/s]\n259 19.0478 : 4%|▎ | 274/7316 [00:02<00:58, 119.96it/s]\n279 18.7416 : 4%|▎ | 274/7316 [00:02<00:58, 119.96it/s]\n279 18.7416 : 4%|▍ | 287/7316 [00:02<00:57, 122.19it/s]\n299 17.5597 : 4%|▍ | 287/7316 [00:02<00:57, 122.19it/s]\n299 17.5597 : 4%|▍ | 300/7316 [00:02<00:56, 123.09it/s]\n299 17.5597 : 4%|▍ | 313/7316 [00:03<00:59, 117.85it/s]\n319 22.5344 : 4%|▍ | 313/7316 [00:03<00:59, 117.85it/s]\n319 22.5344 : 4%|▍ | 325/7316 [00:03<01:04, 108.29it/s]\n319 22.5344 : 5%|▍ | 336/7316 [00:03<01:07, 102.99it/s]\n339 22.3746 : 5%|▍ | 336/7316 [00:03<01:07, 102.99it/s]\n339 22.3746 : 5%|▍ | 348/7316 [00:03<01:06, 105.38it/s]\n359 20.9328 : 5%|▍ | 348/7316 [00:03<01:06, 105.38it/s]\n359 20.9328 : 5%|▍ | 361/7316 [00:03<01:03, 110.28it/s]\n359 20.9328 : 5%|▌ | 374/7316 [00:03<01:01, 113.50it/s]\n379 21.4991 : 5%|▌ | 374/7316 [00:03<01:01, 113.50it/s]\n379 21.4991 : 5%|▌ | 386/7316 [00:03<01:01, 113.12it/s]\n379 21.4991 : 5%|▌ | 398/7316 [00:03<01:01, 112.98it/s]\n399 22.0304 : 5%|▌ | 398/7316 [00:03<01:01, 112.98it/s]\n399 22.0304 : 6%|▌ | 410/7316 [00:03<01:00, 114.91it/s]\n419 20.8862 : 6%|▌ | 410/7316 [00:03<01:00, 114.91it/s]\n419 20.8862 : 6%|▌ | 423/7316 [00:04<00:58, 118.20it/s]\n419 20.8862 : 6%|▌ | 436/7316 [00:04<00:57, 120.34it/s]\n439 21.4395 : 6%|▌ | 436/7316 [00:04<00:57, 120.34it/s]\n439 21.4395 : 6%|▌ | 449/7316 [00:04<00:56, 121.55it/s]\n459 22.4029 : 6%|▌ | 449/7316 [00:04<00:56, 121.55it/s]\n459 22.4029 : 6%|▋ | 462/7316 [00:04<00:58, 117.45it/s]\n459 22.4029 : 6%|▋ | 474/7316 [00:04<01:04, 106.21it/s]\n479 24.7828 : 6%|▋ | 474/7316 [00:04<01:04, 106.21it/s]\n479 24.7828 : 7%|▋ | 485/7316 [00:04<01:08, 99.85it/s]\n479 24.7828 : 7%|▋ | 496/7316 [00:04<01:08, 100.13it/s]\n499 22.3912 : 7%|▋ | 496/7316 [00:04<01:08, 100.13it/s]\n499 22.3912 : 7%|▋ | 508/7316 [00:04<01:04, 104.89it/s]\n519 22.6727 : 7%|▋ | 508/7316 [00:04<01:04, 104.89it/s]\n519 22.6727 : 7%|▋ | 521/7316 [00:04<01:02, 109.23it/s]\n519 22.6727 : 7%|▋ | 533/7316 [00:05<01:01, 110.63it/s]\n539 23.2912 : 7%|▋ | 533/7316 [00:05<01:01, 110.63it/s]\n539 23.2912 : 7%|▋ | 545/7316 [00:05<01:01, 110.32it/s]\n539 23.2912 : 8%|▊ | 557/7316 [00:05<01:00, 111.55it/s]\n559 23.8164 : 8%|▊ | 557/7316 [00:05<01:00, 111.55it/s]\n559 23.8164 : 8%|▊ | 570/7316 [00:05<00:59, 114.21it/s]\n579 22.5969 : 8%|▊ | 570/7316 [00:05<00:59, 114.21it/s]\n579 22.5969 : 8%|▊ | 583/7316 [00:05<00:57, 116.57it/s]\n579 22.5969 : 8%|▊ | 596/7316 [00:05<00:56, 118.24it/s]\n599 23.5175 : 8%|▊ | 596/7316 [00:05<00:56, 118.24it/s]\n599 23.5175 : 8%|▊ | 608/7316 [00:05<00:56, 117.81it/s]\n619 25.8740 : 8%|▊ | 608/7316 [00:05<00:56, 117.81it/s]\n619 25.8740 : 8%|▊ | 620/7316 [00:05<01:03, 104.72it/s]\n619 25.8740 : 9%|▊ | 631/7316 [00:05<01:11, 94.11it/s]\n639 25.1315 : 9%|▊ | 631/7316 [00:06<01:11, 94.11it/s]\n639 25.1315 : 9%|▉ | 641/7316 [00:06<01:13, 90.84it/s]\n639 25.1315 : 9%|▉ | 651/7316 [00:06<01:11, 92.57it/s]\n659 23.6837 : 9%|▉ | 651/7316 [00:06<01:11, 92.57it/s]\n659 23.6837 : 9%|▉ | 662/7316 [00:06<01:09, 95.95it/s]\n659 23.6837 : 9%|▉ | 673/7316 [00:06<01:06, 99.50it/s]\n679 24.1301 : 9%|▉ | 673/7316 [00:06<01:06, 99.50it/s]\n679 24.1301 : 9%|▉ | 684/7316 [00:06<01:06, 100.25it/s]\n679 24.1301 : 9%|▉ | 695/7316 [00:06<01:06, 99.82it/s]\n699 25.0306 : 9%|▉ | 695/7316 [00:06<01:06, 99.82it/s]\n699 25.0306 : 10%|▉ | 706/7316 [00:06<01:06, 100.05it/s]\n699 25.0306 : 10%|▉ | 717/7316 [00:06<01:04, 101.95it/s]\n719 23.9686 : 10%|▉ | 717/7316 [00:06<01:04, 101.95it/s]\n719 23.9686 : 10%|▉ | 729/7316 [00:06<01:02, 105.30it/s]\n739 23.9203 : 10%|▉ | 729/7316 [00:07<01:02, 105.30it/s]\n739 23.9203 : 10%|█ | 741/7316 [00:07<01:01, 107.49it/s]\n739 23.9203 : 10%|█ | 753/7316 [00:07<01:00, 108.87it/s]\n759 24.7585 : 10%|█ | 753/7316 [00:07<01:00, 108.87it/s]\n759 24.7585 : 10%|█ | 764/7316 [00:07<01:02, 105.19it/s]\n759 24.7585 : 11%|█ | 775/7316 [00:07<01:17, 84.77it/s]\n779 27.7892 : 11%|█ | 775/7316 [00:07<01:17, 84.77it/s]\n779 27.7892 : 11%|█ | 785/7316 [00:07<01:27, 75.00it/s]\n779 27.7892 : 11%|█ | 794/7316 [00:07<01:29, 72.60it/s]\n799 23.6754 : 11%|█ | 794/7316 [00:07<01:29, 72.60it/s]\n799 23.6754 : 11%|█ | 802/7316 [00:07<01:28, 73.99it/s]\n799 23.6754 : 11%|█ | 811/7316 [00:07<01:23, 77.83it/s]\n819 24.0598 : 11%|█ | 811/7316 [00:08<01:23, 77.83it/s]\n819 24.0598 : 11%|█ | 821/7316 [00:08<01:19, 81.47it/s]\n819 24.0598 : 11%|█▏ | 830/7316 [00:08<01:17, 83.18it/s]\n819 24.0598 : 11%|█▏ | 839/7316 [00:08<01:18, 82.43it/s]\n839 24.7319 : 11%|█▏ | 839/7316 [00:08<01:18, 82.43it/s]\n839 24.7319 : 12%|█▏ | 848/7316 [00:08<01:19, 81.85it/s]\n839 24.7319 : 12%|█▏ | 857/7316 [00:08<01:18, 81.88it/s]\n859 26.1308 : 12%|█▏ | 857/7316 [00:08<01:18, 81.88it/s]\n859 26.1308 : 12%|█▏ | 866/7316 [00:08<01:17, 83.06it/s]\n859 26.1308 : 12%|█▏ | 876/7316 [00:08<01:15, 85.31it/s]\n879 24.1717 : 12%|█▏ | 876/7316 [00:08<01:15, 85.31it/s]\n879 24.1717 : 12%|█▏ | 886/7316 [00:08<01:13, 86.99it/s]\n879 24.1717 : 12%|█▏ | 896/7316 [00:08<01:12, 88.64it/s]\n899 23.5832 : 12%|█▏ | 896/7316 [00:08<01:12, 88.64it/s]\n899 23.5832 : 12%|█▏ | 906/7316 [00:09<01:11, 89.62it/s]\n899 23.5832 : 13%|█▎ | 915/7316 [00:09<01:12, 88.73it/s]\n919 29.3525 : 13%|█▎ | 915/7316 [00:09<01:12, 88.73it/s]\n919 29.3525 : 13%|█▎ | 924/7316 [00:09<01:27, 73.46it/s]\n919 29.3525 : 13%|█▎ | 932/7316 [00:09<01:36, 66.07it/s]\n919 29.3525 : 13%|█▎ | 939/7316 [00:09<01:42, 62.04it/s]\n939 21.2359 : 13%|█▎ | 939/7316 [00:09<01:42, 62.04it/s]\n939 21.2359 : 13%|█▎ | 946/7316 [00:09<01:43, 61.83it/s]\n939 21.2359 : 13%|█▎ | 954/7316 [00:09<01:38, 64.41it/s]\n959 23.8068 : 13%|█▎ | 954/7316 [00:09<01:38, 64.41it/s]\n959 23.8068 : 13%|█▎ | 963/7316 [00:09<01:32, 69.05it/s]\n959 23.8068 : 13%|█▎ | 972/7316 [00:10<01:26, 73.09it/s]\n979 24.4720 : 13%|█▎ | 972/7316 [00:10<01:26, 73.09it/s]\n979 24.4720 : 13%|█▎ | 980/7316 [00:10<01:24, 74.85it/s]\n979 24.4720 : 14%|█▎ | 988/7316 [00:10<01:24, 75.14it/s]\n979 24.4720 : 14%|█▎ | 996/7316 [00:10<01:24, 74.58it/s]\n999 24.4017 : 14%|█▎ | 996/7316 [00:10<01:24, 74.58it/s]\n999 24.4017 : 14%|█▎ | 1004/7316 [00:10<01:24, 74.55it/s]\n999 24.4017 : 14%|█▍ | 1012/7316 [00:10<01:24, 74.86it/s]\n1019 24.3720 : 14%|█▍ | 1012/7316 [00:10<01:24, 74.86it/s]\n1019 24.3720 : 14%|█▍ | 1020/7316 [00:10<01:23, 75.60it/s]\n1019 24.3720 : 14%|█▍ | 1029/7316 [00:10<01:21, 77.53it/s]\n1019 24.3720 : 14%|█▍ | 1038/7316 [00:10<01:19, 79.05it/s]\n1039 25.3921 : 14%|█▍ | 1038/7316 [00:10<01:19, 79.05it/s]\n1039 25.3921 : 14%|█▍ | 1047/7316 [00:11<01:18, 80.18it/s]\n1039 25.3921 : 14%|█▍ | 1056/7316 [00:11<01:17, 81.05it/s]\n1059 24.9575 : 14%|█▍ | 1056/7316 [00:11<01:17, 81.05it/s]\n1059 24.9575 : 15%|█▍ | 1065/7316 [00:11<01:17, 81.07it/s]\n1059 24.9575 : 15%|█▍ | 1074/7316 [00:11<01:22, 75.47it/s]\n1079 25.2731 : 15%|█▍ | 1074/7316 [00:11<01:22, 75.47it/s]\n1079 25.2731 : 15%|█▍ | 1082/7316 [00:11<01:27, 71.53it/s]\n1079 25.2731 : 15%|█▍ | 1090/7316 [00:11<01:26, 71.64it/s]\n1079 25.2731 : 15%|█▌ | 1099/7316 [00:11<01:22, 75.60it/s]\n1099 25.5024 : 15%|█▌ | 1099/7316 [00:11<01:22, 75.60it/s]\n1099 25.5024 : 15%|█▌ | 1109/7316 [00:11<01:16, 81.18it/s]\n1119 24.9379 : 15%|█▌ | 1109/7316 [00:11<01:16, 81.18it/s]\n1119 24.9379 : 15%|█▌ | 1120/7316 [00:11<01:10, 87.30it/s]\n1119 24.9379 : 15%|█▌ | 1130/7316 [00:12<01:08, 90.54it/s]\n1139 23.9825 : 15%|█▌ | 1130/7316 [00:12<01:08, 90.54it/s]\n1139 23.9825 : 16%|█▌ | 1140/7316 [00:12<01:07, 91.85it/s]\n1139 23.9825 : 16%|█▌ | 1150/7316 [00:12<01:07, 91.88it/s]\n1159 25.8571 : 16%|█▌ | 1150/7316 [00:12<01:07, 91.88it/s]\n1159 25.8571 : 16%|█▌ | 1160/7316 [00:12<01:06, 92.82it/s]\n1159 25.8571 : 16%|█▌ | 1170/7316 [00:12<01:05, 93.72it/s]\n1179 24.7163 : 16%|█▌ | 1170/7316 [00:12<01:05, 93.72it/s]\n1179 24.7163 : 16%|█▌ | 1180/7316 [00:12<01:04, 95.40it/s]\n1179 24.7163 : 16%|█▋ | 1191/7316 [00:12<01:03, 97.12it/s]\n1199 26.7889 : 16%|█▋ | 1191/7316 [00:12<01:03, 97.12it/s]\n1199 26.7889 : 16%|█▋ | 1202/7316 [00:12<01:01, 98.85it/s]\n1199 26.7889 : 17%|█▋ | 1213/7316 [00:12<01:00, 100.08it/s]\n1219 28.2580 : 17%|█▋ | 1213/7316 [00:12<01:00, 100.08it/s]\n1219 28.2580 : 17%|█▋ | 1224/7316 [00:13<01:03, 96.46it/s]\n1219 28.2580 : 17%|█▋ | 1234/7316 [00:13<01:06, 91.35it/s]\n1239 19.6557 : 17%|█▋ | 1234/7316 [00:13<01:06, 91.35it/s]\n1239 19.6557 : 17%|█▋ | 1244/7316 [00:13<01:05, 92.46it/s]\n1239 19.6557 : 17%|█▋ | 1256/7316 [00:13<01:01, 98.27it/s]\n1259 26.8598 : 17%|█▋ | 1256/7316 [00:13<01:01, 98.27it/s]\n1259 26.8598 : 17%|█▋ | 1269/7316 [00:13<00:57, 105.64it/s]\n1279 25.9143 : 17%|█▋ | 1269/7316 [00:13<00:57, 105.64it/s]\n1279 25.9143 : 18%|█▊ | 1282/7316 [00:13<00:54, 110.35it/s]\n1279 25.9143 : 18%|█▊ | 1294/7316 [00:13<00:53, 111.96it/s]\n1299 27.0419 : 18%|█▊ | 1294/7316 [00:13<00:53, 111.96it/s]\n1299 27.0419 : 18%|█▊ | 1306/7316 [00:13<00:53, 111.52it/s]\n1299 27.0419 : 18%|█▊ | 1318/7316 [00:13<00:53, 112.99it/s]\n1319 27.7590 : 18%|█▊ | 1318/7316 [00:13<00:53, 112.99it/s]\n1319 27.7590 : 18%|█▊ | 1331/7316 [00:13<00:51, 115.76it/s]\n1339 28.2624 : 18%|█▊ | 1331/7316 [00:14<00:51, 115.76it/s]\n1339 28.2624 : 18%|█▊ | 1344/7316 [00:14<00:50, 119.24it/s]\n1339 28.2624 : 19%|█▊ | 1357/7316 [00:14<00:49, 121.26it/s]\n1359 28.3192 : 19%|█▊ | 1357/7316 [00:14<00:49, 121.26it/s]\n1359 28.3192 : 19%|█▊ | 1370/7316 [00:14<00:48, 121.84it/s]\n1379 29.8669 : 19%|█▊ | 1370/7316 [00:14<00:48, 121.84it/s]\n1379 29.8669 : 19%|█▉ | 1383/7316 [00:14<00:51, 115.12it/s]\n1379 29.8669 : 19%|█▉ | 1395/7316 [00:14<00:52, 113.36it/s]\n1399 24.1733 : 19%|█▉ | 1395/7316 [00:14<00:52, 113.36it/s]\n1399 24.1733 : 19%|█▉ | 1409/7316 [00:14<00:49, 118.72it/s]\n1419 26.4099 : 19%|█▉ | 1409/7316 [00:14<00:49, 118.72it/s]\n1419 26.4099 : 19%|█▉ | 1424/7316 [00:14<00:46, 125.75it/s]\n1419 26.4099 : 20%|█▉ | 1439/7316 [00:14<00:44, 131.10it/s]\n1439 26.0993 : 20%|█▉ | 1439/7316 [00:14<00:44, 131.10it/s]\n1439 26.0993 : 20%|█▉ | 1453/7316 [00:14<00:44, 131.92it/s]\n1459 24.0516 : 20%|█▉ | 1453/7316 [00:14<00:44, 131.92it/s]\n1459 24.0516 : 20%|██ | 1467/7316 [00:15<00:43, 133.16it/s]\n1479 26.9407 : 20%|██ | 1467/7316 [00:15<00:43, 133.16it/s]\n1479 26.9407 : 20%|██ | 1482/7316 [00:15<00:42, 136.36it/s]\n1479 26.9407 : 20%|██ | 1498/7316 [00:15<00:41, 140.57it/s]\n1499 28.3043 : 20%|██ | 1498/7316 [00:15<00:41, 140.57it/s]\n1499 28.3043 : 21%|██ | 1513/7316 [00:15<00:40, 142.47it/s]\n1519 27.1152 : 21%|██ | 1513/7316 [00:15<00:40, 142.47it/s]\n1519 27.1152 : 21%|██ | 1528/7316 [00:15<00:40, 141.22it/s]\n1539 30.0678 : 21%|██ | 1528/7316 [00:15<00:40, 141.22it/s]\n1539 30.0678 : 21%|██ | 1543/7316 [00:15<00:44, 129.82it/s]\n1539 30.0678 : 21%|██▏ | 1557/7316 [00:15<00:43, 131.28it/s]\n1559 27.6103 : 21%|██▏ | 1557/7316 [00:15<00:43, 131.28it/s]\n1559 27.6103 : 22%|██▏ | 1573/7316 [00:15<00:41, 137.90it/s]\n1579 25.5520 : 22%|██▏ | 1573/7316 [00:15<00:41, 137.90it/s]\n1579 25.5520 : 22%|██▏ | 1589/7316 [00:15<00:39, 143.55it/s]\n1599 27.1236 : 22%|██▏ | 1589/7316 [00:15<00:39, 143.55it/s]\n1599 27.1236 : 22%|██▏ | 1605/7316 [00:16<00:39, 145.56it/s]\n1619 26.2145 : 22%|██▏ | 1605/7316 [00:16<00:39, 145.56it/s]\n1619 26.2145 : 22%|██▏ | 1620/7316 [00:16<00:38, 146.58it/s]\n1619 26.2145 : 22%|██▏ | 1636/7316 [00:16<00:37, 149.94it/s]\n1639 24.7150 : 22%|██▏ | 1636/7316 [00:16<00:37, 149.94it/s]\n1639 24.7150 : 23%|██▎ | 1653/7316 [00:16<00:36, 153.49it/s]\n1659 25.4408 : 23%|██▎ | 1653/7316 [00:16<00:36, 153.49it/s]\n1659 25.4408 : 23%|██▎ | 1670/7316 [00:16<00:36, 155.66it/s]\n1679 28.3137 : 23%|██▎ | 1670/7316 [00:16<00:36, 155.66it/s]\n1679 28.3137 : 23%|██▎ | 1686/7316 [00:16<00:39, 143.84it/s]\n1699 25.9836 : 23%|██▎ | 1686/7316 [00:16<00:39, 143.84it/s]\n1699 25.9836 : 23%|██▎ | 1701/7316 [00:16<00:43, 130.42it/s]\n1699 25.9836 : 23%|██▎ | 1715/7316 [00:16<00:42, 131.28it/s]\n1719 26.2985 : 23%|██▎ | 1715/7316 [00:16<00:42, 131.28it/s]\n1719 26.2985 : 24%|██▎ | 1730/7316 [00:16<00:41, 136.13it/s]\n1739 26.5175 : 24%|██▎ | 1730/7316 [00:16<00:41, 136.13it/s]\n1739 26.5175 : 24%|██▍ | 1745/7316 [00:17<00:40, 139.13it/s]\n1759 27.0816 : 24%|██▍ | 1745/7316 [00:17<00:40, 139.13it/s]\n1759 27.0816 : 24%|██▍ | 1760/7316 [00:17<00:39, 139.47it/s]\n1759 27.0816 : 24%|██▍ | 1775/7316 [00:17<00:39, 140.74it/s]\n1779 27.0618 : 24%|██▍ | 1775/7316 [00:17<00:39, 140.74it/s]\n1779 27.0618 : 24%|██▍ | 1791/7316 [00:17<00:38, 143.95it/s]\n1799 27.5690 : 24%|██▍ | 1791/7316 [00:17<00:38, 143.95it/s]\n1799 27.5690 : 25%|██▍ | 1807/7316 [00:17<00:37, 147.70it/s]\n1819 26.6753 : 25%|██▍ | 1807/7316 [00:17<00:37, 147.70it/s]\n1819 26.6753 : 25%|██▍ | 1822/7316 [00:17<00:37, 148.17it/s]\n1819 26.6753 : 25%|██▌ | 1837/7316 [00:17<00:42, 130.32it/s]\n1839 29.9514 : 25%|██▌ | 1837/7316 [00:17<00:42, 130.32it/s]\n1839 29.9514 : 25%|██▌ | 1851/7316 [00:17<00:50, 107.25it/s]\n1859 25.6112 : 25%|██▌ | 1851/7316 [00:17<00:50, 107.25it/s]\n1859 25.6112 : 25%|██▌ | 1863/7316 [00:18<00:53, 102.56it/s]\n1859 25.6112 : 26%|██▌ | 1874/7316 [00:18<00:52, 103.99it/s]\n1879 25.1227 : 26%|██▌ | 1874/7316 [00:18<00:52, 103.99it/s]\n1879 25.1227 : 26%|██▌ | 1885/7316 [00:18<00:51, 105.47it/s]\n1879 25.1227 : 26%|██▌ | 1896/7316 [00:18<00:50, 106.55it/s]\n1899 24.3576 : 26%|██▌ | 1896/7316 [00:18<00:50, 106.55it/s]\n1899 24.3576 : 26%|██▌ | 1907/7316 [00:18<00:50, 106.89it/s]\n1899 24.3576 : 26%|██▌ | 1918/7316 [00:18<00:50, 107.22it/s]\n1919 27.0343 : 26%|██▌ | 1918/7316 [00:18<00:50, 107.22it/s]\n1919 27.0343 : 26%|██▋ | 1930/7316 [00:18<00:49, 108.99it/s]\n1939 25.8566 : 26%|██▋ | 1930/7316 [00:18<00:49, 108.99it/s]\n1939 25.8566 : 27%|██▋ | 1942/7316 [00:18<00:48, 111.41it/s]\n1939 25.8566 : 27%|██▋ | 1955/7316 [00:18<00:46, 114.82it/s]\n1959 25.5429 : 27%|██▋ | 1955/7316 [00:18<00:46, 114.82it/s]\n1959 25.5429 : 27%|██▋ | 1968/7316 [00:18<00:45, 116.57it/s]\n1979 27.0474 : 27%|██▋ | 1968/7316 [00:19<00:45, 116.57it/s]\n1979 27.0474 : 27%|██▋ | 1981/7316 [00:19<00:45, 117.81it/s]\n1979 27.0474 : 27%|██▋ | 1993/7316 [00:19<00:56, 94.60it/s]\n1999 33.3051 : 27%|██▋ | 1993/7316 [00:19<00:56, 94.60it/s]\n1999 33.3051 : 27%|██▋ | 2004/7316 [00:19<01:05, 81.25it/s]\n1999 33.3051 : 28%|██▊ | 2013/7316 [00:19<01:07, 78.36it/s]\n2019 24.6899 : 28%|██▊ | 2013/7316 [00:19<01:07, 78.36it/s]\n2019 24.6899 : 28%|██▊ | 2022/7316 [00:19<01:06, 79.84it/s]\n2019 24.6899 : 28%|██▊ | 2032/7316 [00:19<01:03, 82.71it/s]\n2039 24.8564 : 28%|██▊ | 2032/7316 [00:19<01:03, 82.71it/s]\n2039 24.8564 : 28%|██▊ | 2041/7316 [00:19<01:02, 84.18it/s]\n2039 24.8564 : 28%|██▊ | 2051/7316 [00:19<01:01, 86.28it/s]\n2059 26.0424 : 28%|██▊ | 2051/7316 [00:20<01:01, 86.28it/s]\n2059 26.0424 : 28%|██▊ | 2060/7316 [00:20<01:00, 86.74it/s]\n2059 26.0424 : 28%|██▊ | 2069/7316 [00:20<01:00, 87.03it/s]\n2059 26.0424 : 28%|██▊ | 2079/7316 [00:20<00:58, 89.00it/s]\n2079 25.5187 : 28%|██▊ | 2079/7316 [00:20<00:58, 89.00it/s]\n2079 25.5187 : 29%|██▊ | 2089/7316 [00:20<00:57, 90.73it/s]\n2099 25.2377 : 29%|██▊ | 2089/7316 [00:20<00:57, 90.73it/s]\n2099 25.2377 : 29%|██▊ | 2100/7316 [00:20<00:55, 93.88it/s]\n2099 25.2377 : 29%|██▉ | 2111/7316 [00:20<00:53, 96.53it/s]\n2119 26.4127 : 29%|██▉ | 2111/7316 [00:20<00:53, 96.53it/s]\n2119 26.4127 : 29%|██▉ | 2122/7316 [00:20<00:52, 98.27it/s]\n2119 26.4127 : 29%|██▉ | 2132/7316 [00:20<00:52, 98.70it/s]\n2139 27.0716 : 29%|██▉ | 2132/7316 [00:20<00:52, 98.70it/s]\n2139 27.0716 : 29%|██▉ | 2142/7316 [00:20<00:56, 92.11it/s]\n2139 27.0716 : 29%|██▉ | 2152/7316 [00:21<00:59, 86.66it/s]\n2159 18.1064 : 29%|██▉ | 2152/7316 [00:21<00:59, 86.66it/s]\n2159 18.1064 : 30%|██▉ | 2162/7316 [00:21<00:58, 88.12it/s]\n2159 18.1064 : 30%|██▉ | 2173/7316 [00:21<00:54, 93.88it/s]\n2179 26.9502 : 30%|██▉ | 2173/7316 [00:21<00:54, 93.88it/s]\n2179 26.9502 : 30%|██▉ | 2185/7316 [00:21<00:51, 99.99it/s]\n2179 26.9502 : 30%|███ | 2197/7316 [00:21<00:49, 103.58it/s]\n2199 25.5021 : 30%|███ | 2197/7316 [00:21<00:49, 103.58it/s]\n2199 25.5021 : 30%|███ | 2209/7316 [00:21<00:48, 105.79it/s]\n2219 22.9076 : 30%|███ | 2209/7316 [00:21<00:48, 105.79it/s]\n2219 22.9076 : 30%|███ | 2220/7316 [00:21<00:47, 106.60it/s]\n2219 22.9076 : 31%|███ | 2232/7316 [00:21<00:46, 109.15it/s]\n2239 27.1159 : 31%|███ | 2232/7316 [00:21<00:46, 109.15it/s]\n2239 27.1159 : 31%|███ | 2244/7316 [00:21<00:45, 111.83it/s]\n2239 27.1159 : 31%|███ | 2257/7316 [00:22<00:43, 115.89it/s]\n2259 25.9262 : 31%|███ | 2257/7316 [00:22<00:43, 115.89it/s]\n2259 25.9262 : 31%|███ | 2270/7316 [00:22<00:42, 118.04it/s]\n2279 26.6778 : 31%|███ | 2270/7316 [00:22<00:42, 118.04it/s]\n2279 26.6778 : 31%|███ | 2282/7316 [00:22<00:42, 118.18it/s]\n2279 26.6778 : 31%|███▏ | 2294/7316 [00:22<00:44, 114.10it/s]\n2299 30.8597 : 31%|███▏ | 2294/7316 [00:22<00:44, 114.10it/s]\n2299 30.8597 : 32%|███▏ | 2306/7316 [00:22<00:45, 111.20it/s]\n2299 30.8597 : 32%|███▏ | 2319/7316 [00:22<00:42, 116.35it/s]\n2319 25.8097 : 32%|███▏ | 2319/7316 [00:22<00:42, 116.35it/s]\n2319 25.8097 : 32%|███▏ | 2334/7316 [00:22<00:40, 124.54it/s]\n2339 26.7020 : 32%|███▏ | 2334/7316 [00:22<00:40, 124.54it/s]\n2339 26.7020 : 32%|███▏ | 2349/7316 [00:22<00:38, 129.52it/s]\n2359 26.0281 : 32%|███▏ | 2349/7316 [00:22<00:38, 129.52it/s]\n2359 26.0281 : 32%|███▏ | 2364/7316 [00:22<00:37, 133.07it/s]\n2359 26.0281 : 33%|███▎ | 2379/7316 [00:22<00:36, 135.50it/s]\n2379 27.6476 : 33%|███▎ | 2379/7316 [00:22<00:36, 135.50it/s]\n2379 27.6476 : 33%|███▎ | 2394/7316 [00:23<00:35, 138.91it/s]\n2399 27.7348 : 33%|███▎ | 2394/7316 [00:23<00:35, 138.91it/s]\n2399 27.7348 : 33%|███▎ | 2410/7316 [00:23<00:34, 143.90it/s]\n2419 27.1453 : 33%|███▎ | 2410/7316 [00:23<00:34, 143.90it/s]\n2419 27.1453 : 33%|███▎ | 2426/7316 [00:23<00:33, 147.76it/s]\n2439 27.7164 : 33%|███▎ | 2426/7316 [00:23<00:33, 147.76it/s]\n2439 27.7164 : 33%|███▎ | 2441/7316 [00:23<00:33, 147.13it/s]\n2439 27.7164 : 34%|███▎ | 2456/7316 [00:23<00:33, 146.81it/s]\n2459 27.7414 : 34%|███▎ | 2456/7316 [00:23<00:33, 146.81it/s]\n2459 27.7414 : 34%|███▍ | 2473/7316 [00:23<00:31, 153.22it/s]\n2479 26.5034 : 34%|███▍ | 2473/7316 [00:23<00:31, 153.22it/s]\n2479 26.5034 : 34%|███▍ | 2491/7316 [00:23<00:30, 159.14it/s]\n2499 24.6630 : 34%|███▍ | 2491/7316 [00:23<00:30, 159.14it/s]\n2499 24.6630 : 34%|███▍ | 2508/7316 [00:23<00:29, 161.04it/s]\n2519 24.1343 : 34%|███▍ | 2508/7316 [00:23<00:29, 161.04it/s]\n2519 24.1343 : 35%|███▍ | 2526/7316 [00:23<00:29, 163.93it/s]\n2539 26.0772 : 35%|███▍ | 2526/7316 [00:23<00:29, 163.93it/s]\n2539 26.0772 : 35%|███▍ | 2544/7316 [00:23<00:28, 168.47it/s]\n2559 25.1182 : 35%|███▍ | 2544/7316 [00:24<00:28, 168.47it/s]\n2559 25.1182 : 35%|███▌ | 2563/7316 [00:24<00:27, 174.14it/s]\n2579 24.8900 : 35%|███▌ | 2563/7316 [00:24<00:27, 174.14it/s]\n2579 24.8900 : 35%|███▌ | 2582/7316 [00:24<00:26, 176.56it/s]\n2599 22.7036 : 35%|███▌ | 2582/7316 [00:24<00:26, 176.56it/s]\n2599 22.7036 : 36%|███▌ | 2600/7316 [00:24<00:27, 170.25it/s]\n2599 22.7036 : 36%|███▌ | 2618/7316 [00:24<00:27, 170.41it/s]\n2619 27.0520 : 36%|███▌ | 2618/7316 [00:24<00:27, 170.41it/s]\n2619 27.0520 : 36%|███▌ | 2637/7316 [00:24<00:26, 174.96it/s]\n2639 27.5144 : 36%|███▌ | 2637/7316 [00:24<00:26, 174.96it/s]\n2639 27.5144 : 36%|███▋ | 2656/7316 [00:24<00:26, 176.95it/s]\n2659 28.9963 : 36%|███▋ | 2656/7316 [00:24<00:26, 176.95it/s]\n2659 28.9963 : 37%|███▋ | 2674/7316 [00:24<00:26, 177.75it/s]\n2679 27.8373 : 37%|███▋ | 2674/7316 [00:24<00:26, 177.75it/s]\n2679 27.8373 : 37%|███▋ | 2693/7316 [00:24<00:25, 180.63it/s]\n2699 25.7729 : 37%|███▋ | 2693/7316 [00:24<00:25, 180.63it/s]\n2699 25.7729 : 37%|███▋ | 2713/7316 [00:24<00:24, 185.21it/s]\n2719 26.0204 : 37%|███▋ | 2713/7316 [00:24<00:24, 185.21it/s]\n2719 26.0204 : 37%|███▋ | 2733/7316 [00:25<00:24, 187.63it/s]\n2739 19.6226 : 37%|███▋ | 2733/7316 [00:25<00:24, 187.63it/s]\n2739 19.6226 : 38%|███▊ | 2752/7316 [00:25<00:26, 173.21it/s]\n2759 25.9680 : 38%|███▊ | 2752/7316 [00:25<00:26, 173.21it/s]\n2759 25.9680 : 38%|███▊ | 2770/7316 [00:25<00:27, 163.37it/s]\n2779 27.7344 : 38%|███▊ | 2770/7316 [00:25<00:27, 163.37it/s]\n2779 27.7344 : 38%|███▊ | 2787/7316 [00:25<00:27, 161.86it/s]\n2799 27.8095 : 38%|███▊ | 2787/7316 [00:25<00:27, 161.86it/s]\n2799 27.8095 : 38%|███▊ | 2804/7316 [00:25<00:28, 159.00it/s]\n2819 26.5126 : 38%|███▊ | 2804/7316 [00:25<00:28, 159.00it/s]\n2819 26.5126 : 39%|███▊ | 2821/7316 [00:25<00:29, 154.99it/s]\n2819 26.5126 : 39%|███▉ | 2837/7316 [00:25<00:29, 154.29it/s]\n2839 27.7092 : 39%|███▉ | 2837/7316 [00:25<00:29, 154.29it/s]\n2839 27.7092 : 39%|███▉ | 2854/7316 [00:25<00:28, 156.59it/s]\n2859 27.5560 : 39%|███▉ | 2854/7316 [00:25<00:28, 156.59it/s]\n2859 27.5560 : 39%|███▉ | 2871/7316 [00:25<00:28, 158.55it/s]\n2879 25.9346 : 39%|███▉ | 2871/7316 [00:25<00:28, 158.55it/s]\n2879 25.9346 : 39%|███▉ | 2887/7316 [00:26<00:27, 158.89it/s]\n2899 22.5798 : 39%|███▉ | 2887/7316 [00:26<00:27, 158.89it/s]\n2899 22.5798 : 40%|███▉ | 2903/7316 [00:26<00:30, 145.34it/s]\n2899 22.5798 : 40%|███▉ | 2918/7316 [00:26<00:32, 136.19it/s]\n2919 26.6576 : 40%|███▉ | 2918/7316 [00:26<00:32, 136.19it/s]\n2919 26.6576 : 40%|████ | 2932/7316 [00:26<00:32, 135.01it/s]\n2939 26.6974 : 40%|████ | 2932/7316 [00:26<00:32, 135.01it/s]\n2939 26.6974 : 40%|████ | 2946/7316 [00:26<00:32, 133.28it/s]\n2959 25.9746 : 40%|████ | 2946/7316 [00:26<00:32, 133.28it/s]\n2959 25.9746 : 40%|████ | 2960/7316 [00:26<00:33, 130.76it/s]\n2959 25.9746 : 41%|████ | 2974/7316 [00:26<00:33, 127.85it/s]\n2979 27.3847 : 41%|████ | 2974/7316 [00:26<00:33, 127.85it/s]\n2979 27.3847 : 41%|████ | 2987/7316 [00:26<00:33, 127.36it/s]\n2999 26.9393 : 41%|████ | 2987/7316 [00:26<00:33, 127.36it/s]\n2999 26.9393 : 41%|████ | 3001/7316 [00:26<00:33, 128.75it/s]\n2999 26.9393 : 41%|████ | 3016/7316 [00:27<00:32, 132.25it/s]\n3019 27.1968 : 41%|████ | 3016/7316 [00:27<00:32, 132.25it/s]\n3019 27.1968 : 41%|████▏ | 3030/7316 [00:27<00:32, 132.75it/s]\n3039 29.1605 : 41%|████▏ | 3030/7316 [00:27<00:32, 132.75it/s]\n3039 29.1605 : 42%|████▏ | 3044/7316 [00:27<00:32, 132.05it/s]\n3039 29.1605 : 42%|████▏ | 3058/7316 [00:27<00:36, 116.00it/s]\n3059 24.4358 : 42%|████▏ | 3058/7316 [00:27<00:36, 116.00it/s]\n3059 24.4358 : 42%|████▏ | 3070/7316 [00:27<00:38, 110.69it/s]\n3079 27.1415 : 42%|████▏ | 3070/7316 [00:27<00:38, 110.69it/s]\n3079 27.1415 : 42%|████▏ | 3082/7316 [00:27<00:38, 110.29it/s]\n3079 27.1415 : 42%|████▏ | 3094/7316 [00:27<00:38, 110.12it/s]\n3099 27.6076 : 42%|████▏ | 3094/7316 [00:27<00:38, 110.12it/s]\n3099 27.6076 : 42%|████▏ | 3106/7316 [00:27<00:38, 108.42it/s]\n3099 27.6076 : 43%|████▎ | 3117/7316 [00:27<00:39, 106.09it/s]\n3119 27.1413 : 43%|████▎ | 3117/7316 [00:28<00:39, 106.09it/s]\n3119 27.1413 : 43%|████▎ | 3128/7316 [00:28<00:40, 104.25it/s]\n3119 27.1413 : 43%|████▎ | 3139/7316 [00:28<00:40, 103.62it/s]\n3139 26.8475 : 43%|████▎ | 3139/7316 [00:28<00:40, 103.62it/s]\n3139 26.8475 : 43%|████▎ | 3150/7316 [00:28<00:39, 104.60it/s]\n3159 26.7145 : 43%|████▎ | 3150/7316 [00:28<00:39, 104.60it/s]\n3159 26.7145 : 43%|████▎ | 3162/7316 [00:28<00:38, 107.12it/s]\n3159 26.7145 : 43%|████▎ | 3174/7316 [00:28<00:37, 109.03it/s]\n3179 24.9427 : 43%|████▎ | 3174/7316 [00:28<00:37, 109.03it/s]\n3179 24.9427 : 44%|████▎ | 3186/7316 [00:28<00:37, 109.46it/s]\n3179 24.9427 : 44%|████▎ | 3197/7316 [00:28<00:37, 108.56it/s]\n3199 23.6190 : 44%|████▎ | 3197/7316 [00:28<00:37, 108.56it/s]\n3199 23.6190 : 44%|████▍ | 3208/7316 [00:28<00:41, 98.20it/s]\n3199 23.6190 : 44%|████▍ | 3218/7316 [00:28<00:43, 94.12it/s]\n3219 24.4996 : 44%|████▍ | 3218/7316 [00:29<00:43, 94.12it/s]\n3219 24.4996 : 44%|████▍ | 3229/7316 [00:29<00:42, 97.24it/s]\n3239 26.4117 : 44%|████▍ | 3229/7316 [00:29<00:42, 97.24it/s]\n3239 26.4117 : 44%|████▍ | 3241/7316 [00:29<00:39, 103.31it/s]\n3239 26.4117 : 44%|████▍ | 3253/7316 [00:29<00:37, 107.98it/s]\n3259 26.9558 : 44%|████▍ | 3253/7316 [00:29<00:37, 107.98it/s]\n3259 26.9558 : 45%|████▍ | 3265/7316 [00:29<00:36, 109.75it/s]\n3259 26.9558 : 45%|████▍ | 3277/7316 [00:29<00:36, 109.78it/s]\n3279 27.6302 : 45%|████▍ | 3277/7316 [00:29<00:36, 109.78it/s]\n3279 27.6302 : 45%|████▍ | 3289/7316 [00:29<00:36, 109.46it/s]\n3299 26.3270 : 45%|████▍ | 3289/7316 [00:29<00:36, 109.46it/s]\n3299 26.3270 : 45%|████▌ | 3301/7316 [00:29<00:36, 109.91it/s]\n3299 26.3270 : 45%|████▌ | 3313/7316 [00:29<00:35, 111.69it/s]\n3319 24.1438 : 45%|████▌ | 3313/7316 [00:29<00:35, 111.69it/s]\n3319 24.1438 : 45%|████▌ | 3325/7316 [00:29<00:35, 113.95it/s]\n3319 24.1438 : 46%|████▌ | 3337/7316 [00:30<00:34, 115.46it/s]\n3339 25.2281 : 46%|████▌ | 3337/7316 [00:30<00:34, 115.46it/s]\n3339 25.2281 : 46%|████▌ | 3349/7316 [00:30<00:34, 115.27it/s]\n3359 30.5431 : 46%|████▌ | 3349/7316 [00:30<00:34, 115.27it/s]\n3359 30.5431 : 46%|████▌ | 3361/7316 [00:30<00:36, 108.18it/s]\n3359 30.5431 : 46%|████▌ | 3372/7316 [00:30<00:36, 106.97it/s]\n3379 26.5635 : 46%|████▌ | 3372/7316 [00:30<00:36, 106.97it/s]\n3379 26.5635 : 46%|████▋ | 3385/7316 [00:30<00:34, 112.95it/s]\n3379 26.5635 : 46%|████▋ | 3399/7316 [00:30<00:32, 120.55it/s]\n3399 26.7136 : 46%|████▋ | 3399/7316 [00:30<00:32, 120.55it/s]\n3399 26.7136 : 47%|████▋ | 3413/7316 [00:30<00:31, 124.61it/s]\n3419 28.0149 : 47%|████▋ | 3413/7316 [00:30<00:31, 124.61it/s]\n3419 28.0149 : 47%|████▋ | 3426/7316 [00:30<00:30, 125.59it/s]\n3419 28.0149 : 47%|████▋ | 3439/7316 [00:30<00:30, 125.23it/s]\n3439 24.7620 : 47%|████▋ | 3439/7316 [00:30<00:30, 125.23it/s]\n3439 24.7620 : 47%|████▋ | 3452/7316 [00:30<00:30, 126.15it/s]\n3459 27.7404 : 47%|████▋ | 3452/7316 [00:31<00:30, 126.15it/s]\n3459 27.7404 : 47%|████▋ | 3466/7316 [00:31<00:30, 128.27it/s]\n3479 26.9983 : 47%|████▋ | 3466/7316 [00:31<00:30, 128.27it/s]\n3479 26.9983 : 48%|████▊ | 3480/7316 [00:31<00:29, 131.04it/s]\n3479 26.9983 : 48%|████▊ | 3494/7316 [00:31<00:28, 132.01it/s]\n3499 26.1191 : 48%|████▊ | 3494/7316 [00:31<00:28, 132.01it/s]\n3499 26.1191 : 48%|████▊ | 3508/7316 [00:31<00:29, 129.53it/s]\n3519 24.5630 : 48%|████▊ | 3508/7316 [00:31<00:29, 129.53it/s]\n3519 24.5630 : 48%|████▊ | 3521/7316 [00:31<00:30, 125.12it/s]\n3519 24.5630 : 48%|████▊ | 3536/7316 [00:31<00:28, 131.03it/s]\n3539 28.4263 : 48%|████▊ | 3536/7316 [00:31<00:28, 131.03it/s]\n3539 28.4263 : 49%|████▊ | 3552/7316 [00:31<00:27, 138.37it/s]\n3559 28.2081 : 49%|████▊ | 3552/7316 [00:31<00:27, 138.37it/s]\n3559 28.2081 : 49%|████▉ | 3568/7316 [00:31<00:26, 143.80it/s]\n3579 27.5343 : 49%|████▉ | 3568/7316 [00:31<00:26, 143.80it/s]\n3579 27.5343 : 49%|████▉ | 3583/7316 [00:31<00:25, 145.19it/s]\n3579 27.5343 : 49%|████▉ | 3599/7316 [00:32<00:25, 146.70it/s]\n3599 27.8483 : 49%|████▉ | 3599/7316 [00:32<00:25, 146.70it/s]\n3599 27.8483 : 49%|████▉ | 3615/7316 [00:32<00:24, 148.29it/s]\n3619 28.3369 : 49%|████▉ | 3615/7316 [00:32<00:24, 148.29it/s]\n3619 28.3369 : 50%|████▉ | 3632/7316 [00:32<00:24, 151.84it/s]\n3639 27.9135 : 50%|████▉ | 3632/7316 [00:32<00:24, 151.84it/s]\n3639 27.9135 : 50%|████▉ | 3648/7316 [00:32<00:23, 153.00it/s]\n3659 30.5368 : 50%|████▉ | 3648/7316 [00:32<00:23, 153.00it/s]\n3659 30.5368 : 50%|█████ | 3664/7316 [00:32<00:25, 145.46it/s]\n3659 30.5368 : 50%|█████ | 3679/7316 [00:32<00:26, 139.29it/s]\n3679 28.3666 : 50%|█████ | 3679/7316 [00:32<00:26, 139.29it/s]\n3679 28.3666 : 51%|█████ | 3695/7316 [00:32<00:25, 143.44it/s]\n3699 27.8533 : 51%|█████ | 3695/7316 [00:32<00:25, 143.44it/s]\n3699 27.8533 : 51%|█████ | 3712/7316 [00:32<00:24, 148.36it/s]\n3719 28.8504 : 51%|█████ | 3712/7316 [00:32<00:24, 148.36it/s]\n3719 28.8504 : 51%|█████ | 3728/7316 [00:32<00:23, 150.18it/s]\n3739 28.1259 : 51%|█████ | 3728/7316 [00:32<00:23, 150.18it/s]\n3739 28.1259 : 51%|█████ | 3744/7316 [00:33<00:23, 150.27it/s]\n3759 27.9202 : 51%|█████ | 3744/7316 [00:33<00:23, 150.27it/s]\n3759 27.9202 : 51%|█████▏ | 3760/7316 [00:33<00:23, 150.70it/s]\n3759 27.9202 : 52%|█████▏ | 3777/7316 [00:33<00:23, 153.72it/s]\n3779 27.5668 : 52%|█████▏ | 3777/7316 [00:33<00:23, 153.72it/s]\n3779 27.5668 : 52%|█████▏ | 3794/7316 [00:33<00:22, 156.61it/s]\n3799 27.6373 : 52%|█████▏ | 3794/7316 [00:33<00:22, 156.61it/s]\n3799 27.6373 : 52%|█████▏ | 3810/7316 [00:33<00:22, 155.68it/s]\n3819 32.5636 : 52%|█████▏ | 3810/7316 [00:33<00:22, 155.68it/s]\n3819 32.5636 : 52%|█████▏ | 3826/7316 [00:33<00:26, 133.51it/s]\n3839 29.6047 : 52%|█████▏ | 3826/7316 [00:33<00:26, 133.51it/s]\n3839 29.6047 : 52%|█████▏ | 3840/7316 [00:33<00:26, 132.19it/s]\n3839 29.6047 : 53%|█████▎ | 3854/7316 [00:33<00:25, 133.77it/s]\n3859 28.3588 : 53%|█████▎ | 3854/7316 [00:33<00:25, 133.77it/s]\n3859 28.3588 : 53%|█████▎ | 3869/7316 [00:33<00:25, 136.70it/s]\n3879 26.0439 : 53%|█████▎ | 3869/7316 [00:33<00:25, 136.70it/s]\n3879 26.0439 : 53%|█████▎ | 3883/7316 [00:34<00:24, 137.59it/s]\n3879 26.0439 : 53%|█████▎ | 3897/7316 [00:34<00:24, 137.17it/s]\n3899 26.1623 : 53%|█████▎ | 3897/7316 [00:34<00:24, 137.17it/s]\n3899 26.1623 : 53%|█████▎ | 3912/7316 [00:34<00:24, 138.77it/s]\n3919 27.7131 : 53%|█████▎ | 3912/7316 [00:34<00:24, 138.77it/s]\n3919 27.7131 : 54%|█████▎ | 3927/7316 [00:34<00:23, 141.97it/s]\n3939 27.4959 : 54%|█████▎ | 3927/7316 [00:34<00:23, 141.97it/s]\n3939 27.4959 : 54%|█████▍ | 3943/7316 [00:34<00:23, 145.76it/s]\n3939 27.4959 : 54%|█████▍ | 3958/7316 [00:34<00:23, 145.65it/s]\n3959 27.0405 : 54%|█████▍ | 3958/7316 [00:34<00:23, 145.65it/s]\n3959 27.0405 : 54%|█████▍ | 3973/7316 [00:34<00:27, 123.35it/s]\n3979 28.9783 : 54%|█████▍ | 3973/7316 [00:34<00:27, 123.35it/s]\n3979 28.9783 : 54%|█████▍ | 3986/7316 [00:34<00:29, 113.75it/s]\n3979 28.9783 : 55%|█████▍ | 3998/7316 [00:34<00:29, 113.54it/s]\n3999 27.5706 : 55%|█████▍ | 3998/7316 [00:34<00:29, 113.54it/s]\n3999 27.5706 : 55%|█████▍ | 4010/7316 [00:35<00:28, 114.76it/s]\n4019 28.2454 : 55%|█████▍ | 4010/7316 [00:35<00:28, 114.76it/s]\n4019 28.2454 : 55%|█████▍ | 4022/7316 [00:35<00:28, 115.23it/s]\n4019 28.2454 : 55%|█████▌ | 4034/7316 [00:35<00:28, 115.64it/s]\n4039 28.7361 : 55%|█████▌ | 4034/7316 [00:35<00:28, 115.64it/s]\n4039 28.7361 : 55%|█████▌ | 4046/7316 [00:35<00:28, 115.24it/s]\n4039 28.7361 : 55%|█████▌ | 4058/7316 [00:35<00:27, 116.47it/s]\n4059 28.1593 : 55%|█████▌ | 4058/7316 [00:35<00:27, 116.47it/s]\n4059 28.1593 : 56%|█████▌ | 4071/7316 [00:35<00:27, 118.66it/s]\n4079 27.4438 : 56%|█████▌ | 4071/7316 [00:35<00:27, 118.66it/s]\n4079 27.4438 : 56%|█████▌ | 4085/7316 [00:35<00:26, 122.11it/s]\n4079 27.4438 : 56%|█████▌ | 4098/7316 [00:35<00:25, 124.24it/s]\n4099 27.6398 : 56%|█████▌ | 4098/7316 [00:35<00:25, 124.24it/s]\n4099 27.6398 : 56%|█████▌ | 4111/7316 [00:35<00:25, 124.07it/s]\n4119 29.5780 : 56%|█████▌ | 4111/7316 [00:35<00:25, 124.07it/s]\n4119 29.5780 : 56%|█████▋ | 4124/7316 [00:36<00:30, 103.92it/s]\n4119 29.5780 : 57%|█████▋ | 4135/7316 [00:36<00:34, 92.73it/s]\n4139 27.6628 : 57%|█████▋ | 4135/7316 [00:36<00:34, 92.73it/s]\n4139 27.6628 : 57%|█████▋ | 4145/7316 [00:36<00:34, 91.36it/s]\n4139 27.6628 : 57%|█████▋ | 4155/7316 [00:36<00:34, 92.72it/s]\n4159 27.3696 : 57%|█████▋ | 4155/7316 [00:36<00:34, 92.72it/s]\n4159 27.3696 : 57%|█████▋ | 4166/7316 [00:36<00:33, 94.96it/s]\n4159 27.3696 : 57%|█████▋ | 4176/7316 [00:36<00:33, 95.02it/s]\n4179 26.7066 : 57%|█████▋ | 4176/7316 [00:36<00:33, 95.02it/s]\n4179 26.7066 : 57%|█████▋ | 4186/7316 [00:36<00:32, 95.14it/s]\n4179 26.7066 : 57%|█████▋ | 4196/7316 [00:36<00:32, 94.72it/s]\n4199 25.1464 : 57%|█████▋ | 4196/7316 [00:36<00:32, 94.72it/s]\n4199 25.1464 : 57%|█████▋ | 4206/7316 [00:36<00:32, 95.90it/s]\n4199 25.1464 : 58%|█████▊ | 4217/7316 [00:37<00:31, 97.90it/s]\n4219 27.0671 : 58%|█████▊ | 4217/7316 [00:37<00:31, 97.90it/s]\n4219 27.0671 : 58%|█████▊ | 4228/7316 [00:37<00:30, 100.09it/s]\n4219 27.0671 : 58%|█████▊ | 4239/7316 [00:37<00:29, 102.62it/s]\n4239 27.0037 : 58%|█████▊ | 4239/7316 [00:37<00:29, 102.62it/s]\n4239 27.0037 : 58%|█████▊ | 4250/7316 [00:37<00:29, 103.94it/s]\n4259 27.2119 : 58%|█████▊ | 4250/7316 [00:37<00:29, 103.94it/s]\n4259 27.2119 : 58%|█████▊ | 4261/7316 [00:37<00:29, 103.47it/s]\n4259 27.2119 : 58%|█████▊ | 4272/7316 [00:37<00:31, 98.04it/s]\n4279 20.9112 : 58%|█████▊ | 4272/7316 [00:37<00:31, 98.04it/s]\n4279 20.9112 : 59%|█████▊ | 4282/7316 [00:37<00:34, 87.35it/s]\n4279 20.9112 : 59%|█████▊ | 4291/7316 [00:37<00:35, 86.24it/s]\n4299 26.3299 : 59%|█████▊ | 4291/7316 [00:37<00:35, 86.24it/s]\n4299 26.3299 : 59%|█████▉ | 4301/7316 [00:37<00:34, 88.19it/s]\n4299 26.3299 : 59%|█████▉ | 4311/7316 [00:38<00:32, 91.07it/s]\n4319 27.6288 : 59%|█████▉ | 4311/7316 [00:38<00:32, 91.07it/s]\n4319 27.6288 : 59%|█████▉ | 4321/7316 [00:38<00:32, 93.02it/s]\n4319 27.6288 : 59%|█████▉ | 4331/7316 [00:38<00:32, 92.80it/s]\n4339 26.6905 : 59%|█████▉ | 4331/7316 [00:38<00:32, 92.80it/s]\n4339 26.6905 : 59%|█████▉ | 4341/7316 [00:38<00:32, 92.73it/s]\n4339 26.6905 : 59%|█████▉ | 4351/7316 [00:38<00:32, 92.04it/s]\n4359 25.0147 : 59%|█████▉ | 4351/7316 [00:38<00:32, 92.04it/s]\n4359 25.0147 : 60%|█████▉ | 4361/7316 [00:38<00:31, 92.84it/s]\n4359 25.0147 : 60%|█████▉ | 4371/7316 [00:38<00:31, 94.73it/s]\n4379 26.0676 : 60%|█████▉ | 4371/7316 [00:38<00:31, 94.73it/s]\n4379 26.0676 : 60%|█████▉ | 4382/7316 [00:38<00:30, 97.00it/s]\n4379 26.0676 : 60%|██████ | 4393/7316 [00:38<00:29, 98.07it/s]\n4399 26.7395 : 60%|██████ | 4393/7316 [00:38<00:29, 98.07it/s]\n4399 26.7395 : 60%|██████ | 4403/7316 [00:38<00:29, 97.25it/s]\n4399 26.7395 : 60%|██████ | 4413/7316 [00:39<00:30, 96.36it/s]\n4419 23.0065 : 60%|██████ | 4413/7316 [00:39<00:30, 96.36it/s]\n4419 23.0065 : 60%|██████ | 4423/7316 [00:39<00:31, 91.66it/s]\n4419 23.0065 : 61%|██████ | 4433/7316 [00:39<00:33, 85.81it/s]\n4439 28.4853 : 61%|██████ | 4433/7316 [00:39<00:33, 85.81it/s]\n4439 28.4853 : 61%|██████ | 4442/7316 [00:39<00:33, 86.81it/s]\n4439 28.4853 : 61%|██████ | 4452/7316 [00:39<00:31, 90.41it/s]\n4459 27.2176 : 61%|██████ | 4452/7316 [00:39<00:31, 90.41it/s]\n4459 27.2176 : 61%|██████ | 4463/7316 [00:39<00:30, 94.17it/s]\n4459 27.2176 : 61%|██████ | 4474/7316 [00:39<00:29, 96.92it/s]\n4479 29.1035 : 61%|██████ | 4474/7316 [00:39<00:29, 96.92it/s]\n4479 29.1035 : 61%|██████▏ | 4484/7316 [00:39<00:29, 96.86it/s]\n4479 29.1035 : 61%|██████▏ | 4494/7316 [00:39<00:29, 97.11it/s]\n4499 29.5460 : 61%|██████▏ | 4494/7316 [00:40<00:29, 97.11it/s]\n4499 29.5460 : 62%|██████▏ | 4504/7316 [00:40<00:28, 97.17it/s]\n4499 29.5460 : 62%|██████▏ | 4515/7316 [00:40<00:28, 99.18it/s]\n4519 28.2643 : 62%|██████▏ | 4515/7316 [00:40<00:28, 99.18it/s]\n4519 28.2643 : 62%|██████▏ | 4526/7316 [00:40<00:28, 99.53it/s]\n4519 28.2643 : 62%|██████▏ | 4537/7316 [00:40<00:27, 101.72it/s]\n4539 26.3291 : 62%|██████▏ | 4537/7316 [00:40<00:27, 101.72it/s]\n4539 26.3291 : 62%|██████▏ | 4548/7316 [00:40<00:26, 103.65it/s]\n4539 26.3291 : 62%|██████▏ | 4559/7316 [00:40<00:26, 103.01it/s]\n4559 27.5258 : 62%|██████▏ | 4559/7316 [00:40<00:26, 103.01it/s]\n4559 27.5258 : 62%|██████▏ | 4570/7316 [00:40<00:27, 100.38it/s]\n4579 25.0945 : 62%|██████▏ | 4570/7316 [00:40<00:27, 100.38it/s]\n4579 25.0945 : 63%|██████▎ | 4581/7316 [00:40<00:29, 92.86it/s]\n4579 25.0945 : 63%|██████▎ | 4591/7316 [00:40<00:29, 93.71it/s]\n4599 26.9808 : 63%|██████▎ | 4591/7316 [00:41<00:29, 93.71it/s]\n4599 26.9808 : 63%|██████▎ | 4602/7316 [00:41<00:27, 97.63it/s]\n4599 26.9808 : 63%|██████▎ | 4614/7316 [00:41<00:26, 102.52it/s]\n4619 27.1805 : 63%|██████▎ | 4614/7316 [00:41<00:26, 102.52it/s]\n4619 27.1805 : 63%|██████▎ | 4626/7316 [00:41<00:25, 105.12it/s]\n4619 27.1805 : 63%|██████▎ | 4637/7316 [00:41<00:25, 105.04it/s]\n4639 27.5258 : 63%|██████▎ | 4637/7316 [00:41<00:25, 105.04it/s]\n4639 27.5258 : 64%|██████▎ | 4648/7316 [00:41<00:25, 105.02it/s]\n4639 27.5258 : 64%|██████▎ | 4659/7316 [00:41<00:25, 103.92it/s]\n4659 24.2193 : 64%|██████▎ | 4659/7316 [00:41<00:25, 103.92it/s]\n4659 24.2193 : 64%|██████▍ | 4670/7316 [00:41<00:25, 104.48it/s]\n4679 27.9275 : 64%|██████▍ | 4670/7316 [00:41<00:25, 104.48it/s]\n4679 27.9275 : 64%|██████▍ | 4682/7316 [00:41<00:24, 106.43it/s]\n4679 27.9275 : 64%|██████▍ | 4694/7316 [00:41<00:24, 109.08it/s]\n4699 27.1505 : 64%|██████▍ | 4694/7316 [00:41<00:24, 109.08it/s]\n4699 27.1505 : 64%|██████▍ | 4706/7316 [00:42<00:23, 110.60it/s]\n4699 27.1505 : 64%|██████▍ | 4718/7316 [00:42<00:23, 109.30it/s]\n4719 27.2779 : 64%|██████▍ | 4718/7316 [00:42<00:23, 109.30it/s]\n4719 27.2779 : 65%|██████▍ | 4729/7316 [00:42<00:25, 102.70it/s]\n4739 25.9563 : 65%|██████▍ | 4729/7316 [00:42<00:25, 102.70it/s]\n4739 25.9563 : 65%|██████▍ | 4740/7316 [00:42<00:26, 97.63it/s]\n4739 25.9563 : 65%|██████▍ | 4751/7316 [00:42<00:25, 100.31it/s]\n4759 29.2162 : 65%|██████▍ | 4751/7316 [00:42<00:25, 100.31it/s]\n4759 29.2162 : 65%|██████▌ | 4763/7316 [00:42<00:24, 104.36it/s]\n4759 29.2162 : 65%|██████▌ | 4775/7316 [00:42<00:23, 107.08it/s]\n4779 28.2803 : 65%|██████▌ | 4775/7316 [00:42<00:23, 107.08it/s]\n4779 28.2803 : 65%|██████▌ | 4786/7316 [00:42<00:23, 106.58it/s]\n4779 28.2803 : 66%|██████▌ | 4797/7316 [00:42<00:23, 106.13it/s]\n4799 28.7738 : 66%|██████▌ | 4797/7316 [00:42<00:23, 106.13it/s]\n4799 28.7738 : 66%|██████▌ | 4808/7316 [00:43<00:24, 103.95it/s]\n4799 28.7738 : 66%|██████▌ | 4819/7316 [00:43<00:23, 104.33it/s]\n4819 26.7764 : 66%|██████▌ | 4819/7316 [00:43<00:23, 104.33it/s]\n4819 26.7764 : 66%|██████▌ | 4830/7316 [00:43<00:23, 105.64it/s]\n4839 27.2823 : 66%|██████▌ | 4830/7316 [00:43<00:23, 105.64it/s]\n4839 27.2823 : 66%|██████▌ | 4842/7316 [00:43<00:22, 107.79it/s]\n4839 27.2823 : 66%|██████▋ | 4854/7316 [00:43<00:22, 109.70it/s]\n4859 27.7738 : 66%|██████▋ | 4854/7316 [00:43<00:22, 109.70it/s]\n4859 27.7738 : 66%|██████▋ | 4865/7316 [00:43<00:22, 109.16it/s]\n4859 27.7738 : 67%|██████▋ | 4876/7316 [00:43<00:22, 106.25it/s]\n4879 26.1895 : 67%|██████▋ | 4876/7316 [00:43<00:22, 106.25it/s]\n4879 26.1895 : 67%|██████▋ | 4887/7316 [00:43<00:24, 97.20it/s]\n4879 26.1895 : 67%|██████▋ | 4897/7316 [00:43<00:25, 96.65it/s]\n4899 28.1296 : 67%|██████▋ | 4897/7316 [00:43<00:25, 96.65it/s]\n4899 28.1296 : 67%|██████▋ | 4908/7316 [00:43<00:24, 98.97it/s]\n4919 28.4822 : 67%|██████▋ | 4908/7316 [00:44<00:24, 98.97it/s]\n4919 28.4822 : 67%|██████▋ | 4920/7316 [00:44<00:23, 102.47it/s]\n4919 28.4822 : 67%|██████▋ | 4931/7316 [00:44<00:22, 104.24it/s]\n4939 28.1385 : 67%|██████▋ | 4931/7316 [00:44<00:22, 104.24it/s]\n4939 28.1385 : 68%|██████▊ | 4942/7316 [00:44<00:23, 102.62it/s]\n4939 28.1385 : 68%|██████▊ | 4953/7316 [00:44<00:23, 101.53it/s]\n4959 25.7725 : 68%|██████▊ | 4953/7316 [00:44<00:23, 101.53it/s]\n4959 25.7725 : 68%|██████▊ | 4964/7316 [00:44<00:23, 100.79it/s]\n4959 25.7725 : 68%|██████▊ | 4975/7316 [00:44<00:23, 101.43it/s]\n4979 28.5962 : 68%|██████▊ | 4975/7316 [00:44<00:23, 101.43it/s]\n4979 28.5962 : 68%|██████▊ | 4986/7316 [00:44<00:22, 102.81it/s]\n4979 28.5962 : 68%|██████▊ | 4998/7316 [00:44<00:22, 105.00it/s]\n4999 27.5435 : 68%|██████▊ | 4998/7316 [00:44<00:22, 105.00it/s]\n4999 27.5435 : 68%|██████▊ | 5010/7316 [00:44<00:21, 106.67it/s]\n5019 25.9850 : 68%|██████▊ | 5010/7316 [00:45<00:21, 106.67it/s]\n5019 25.9850 : 69%|██████▊ | 5021/7316 [00:45<00:21, 105.87it/s]\n5019 25.9850 : 69%|██████▉ | 5032/7316 [00:45<00:22, 100.52it/s]\n5039 25.4189 : 69%|██████▉ | 5032/7316 [00:45<00:22, 100.52it/s]\n5039 25.4189 : 69%|██████▉ | 5043/7316 [00:45<00:24, 92.92it/s]\n5039 25.4189 : 69%|██████▉ | 5053/7316 [00:45<00:24, 93.45it/s]\n5059 24.3753 : 69%|██████▉ | 5053/7316 [00:45<00:24, 93.45it/s]\n5059 24.3753 : 69%|██████▉ | 5064/7316 [00:45<00:23, 96.05it/s]\n5059 24.3753 : 69%|██████▉ | 5074/7316 [00:45<00:23, 96.84it/s]\n5079 26.8000 : 69%|██████▉ | 5074/7316 [00:45<00:23, 96.84it/s]\n5079 26.8000 : 69%|██████▉ | 5084/7316 [00:45<00:23, 96.24it/s]\n5079 26.8000 : 70%|██████▉ | 5094/7316 [00:45<00:23, 95.61it/s]\n5099 24.2617 : 70%|██████▉ | 5094/7316 [00:45<00:23, 95.61it/s]\n5099 24.2617 : 70%|██████▉ | 5104/7316 [00:45<00:23, 94.07it/s]\n5099 24.2617 : 70%|██████▉ | 5114/7316 [00:46<00:23, 92.75it/s]\n5119 24.3333 : 70%|██████▉ | 5114/7316 [00:46<00:23, 92.75it/s]\n5119 24.3333 : 70%|███████ | 5124/7316 [00:46<00:23, 93.40it/s]\n5119 24.3333 : 70%|███████ | 5134/7316 [00:46<00:23, 94.18it/s]\n5139 26.1929 : 70%|███████ | 5134/7316 [00:46<00:23, 94.18it/s]\n5139 26.1929 : 70%|███████ | 5145/7316 [00:46<00:22, 96.51it/s]\n5139 26.1929 : 70%|███████ | 5156/7316 [00:46<00:22, 98.06it/s]\n5159 26.1892 : 70%|███████ | 5156/7316 [00:46<00:22, 98.06it/s]\n5159 26.1892 : 71%|███████ | 5166/7316 [00:46<00:22, 97.67it/s]\n5159 26.1892 : 71%|███████ | 5176/7316 [00:46<00:22, 96.42it/s]\n5179 25.3157 : 71%|███████ | 5176/7316 [00:46<00:22, 96.42it/s]\n5179 25.3157 : 71%|███████ | 5186/7316 [00:46<00:23, 89.83it/s]\n5179 25.3157 : 71%|███████ | 5196/7316 [00:46<00:24, 85.37it/s]\n5199 27.7234 : 71%|███████ | 5196/7316 [00:47<00:24, 85.37it/s]\n5199 27.7234 : 71%|███████ | 5205/7316 [00:47<00:24, 86.10it/s]\n5199 27.7234 : 71%|███████▏ | 5215/7316 [00:47<00:23, 88.91it/s]\n5219 26.6423 : 71%|███████▏ | 5215/7316 [00:47<00:23, 88.91it/s]\n5219 26.6423 : 71%|███████▏ | 5225/7316 [00:47<00:22, 91.16it/s]\n5219 26.6423 : 72%|███████▏ | 5235/7316 [00:47<00:22, 92.36it/s]\n5239 26.3095 : 72%|███████▏ | 5235/7316 [00:47<00:22, 92.36it/s]\n5239 26.3095 : 72%|███████▏ | 5245/7316 [00:47<00:22, 92.05it/s]\n5239 26.3095 : 72%|███████▏ | 5255/7316 [00:47<00:22, 90.75it/s]\n5259 27.4957 : 72%|███████▏ | 5255/7316 [00:47<00:22, 90.75it/s]\n5259 27.4957 : 72%|███████▏ | 5265/7316 [00:47<00:22, 89.24it/s]\n5259 27.4957 : 72%|███████▏ | 5275/7316 [00:47<00:22, 89.92it/s]\n5279 26.0317 : 72%|███████▏ | 5275/7316 [00:47<00:22, 89.92it/s]\n5279 26.0317 : 72%|███████▏ | 5285/7316 [00:47<00:22, 90.10it/s]\n5279 26.0317 : 72%|███████▏ | 5295/7316 [00:48<00:22, 91.15it/s]\n5299 25.9454 : 72%|███████▏ | 5295/7316 [00:48<00:22, 91.15it/s]\n5299 25.9454 : 73%|███████▎ | 5305/7316 [00:48<00:21, 93.47it/s]\n5299 25.9454 : 73%|███████▎ | 5315/7316 [00:48<00:21, 94.95it/s]\n5319 26.4064 : 73%|███████▎ | 5315/7316 [00:48<00:21, 94.95it/s]\n5319 26.4064 : 73%|███████▎ | 5325/7316 [00:48<00:21, 94.33it/s]\n5319 26.4064 : 73%|███████▎ | 5335/7316 [00:48<00:21, 91.66it/s]\n5339 28.4682 : 73%|███████▎ | 5335/7316 [00:48<00:21, 91.66it/s]\n5339 28.4682 : 73%|███████▎ | 5345/7316 [00:48<00:22, 88.39it/s]\n5339 28.4682 : 73%|███████▎ | 5354/7316 [00:48<00:22, 85.33it/s]\n5359 25.6589 : 73%|███████▎ | 5354/7316 [00:48<00:22, 85.33it/s]\n5359 25.6589 : 73%|███████▎ | 5364/7316 [00:48<00:22, 87.02it/s]\n5359 25.6589 : 73%|███████▎ | 5376/7316 [00:48<00:20, 94.63it/s]\n5379 25.1387 : 73%|███████▎ | 5376/7316 [00:48<00:20, 94.63it/s]\n5379 25.1387 : 74%|███████▎ | 5388/7316 [00:49<00:19, 101.23it/s]\n5399 23.2134 : 74%|███████▎ | 5388/7316 [00:49<00:19, 101.23it/s]\n5399 23.2134 : 74%|███████▍ | 5400/7316 [00:49<00:18, 105.89it/s]\n5399 23.2134 : 74%|███████▍ | 5412/7316 [00:49<00:17, 108.11it/s]\n5419 24.4038 : 74%|███████▍ | 5412/7316 [00:49<00:17, 108.11it/s]\n5419 24.4038 : 74%|███████▍ | 5424/7316 [00:49<00:17, 108.91it/s]\n5419 24.4038 : 74%|███████▍ | 5436/7316 [00:49<00:16, 111.00it/s]\n5439 24.7324 : 74%|███████▍ | 5436/7316 [00:49<00:16, 111.00it/s]\n5439 24.7324 : 74%|███████▍ | 5449/7316 [00:49<00:16, 114.14it/s]\n5459 24.4209 : 74%|███████▍ | 5449/7316 [00:49<00:16, 114.14it/s]\n5459 24.4209 : 75%|███████▍ | 5462/7316 [00:49<00:15, 116.86it/s]\n5459 24.4209 : 75%|███████▍ | 5475/7316 [00:49<00:15, 118.64it/s]\n5479 24.2208 : 75%|███████▍ | 5475/7316 [00:49<00:15, 118.64it/s]\n5479 24.2208 : 75%|███████▌ | 5488/7316 [00:49<00:15, 118.75it/s]\n5499 28.6700 : 75%|███████▌ | 5488/7316 [00:50<00:15, 118.75it/s]\n5499 28.6700 : 75%|███████▌ | 5500/7316 [00:50<00:16, 111.44it/s]\n5499 28.6700 : 75%|███████▌ | 5512/7316 [00:50<00:16, 110.36it/s]\n5519 27.0549 : 75%|███████▌ | 5512/7316 [00:50<00:16, 110.36it/s]\n5519 27.0549 : 76%|███████▌ | 5526/7316 [00:50<00:15, 116.73it/s]\n5539 25.9809 : 76%|███████▌ | 5526/7316 [00:50<00:15, 116.73it/s]\n5539 25.9809 : 76%|███████▌ | 5541/7316 [00:50<00:14, 123.99it/s]\n5539 25.9809 : 76%|███████▌ | 5555/7316 [00:50<00:13, 128.00it/s]\n5559 26.1365 : 76%|███████▌ | 5555/7316 [00:50<00:13, 128.00it/s]\n5559 26.1365 : 76%|███████▌ | 5568/7316 [00:50<00:13, 128.56it/s]\n5579 27.2414 : 76%|███████▌ | 5568/7316 [00:50<00:13, 128.56it/s]\n5579 27.2414 : 76%|███████▋ | 5581/7316 [00:50<00:13, 128.64it/s]\n5579 27.2414 : 76%|███████▋ | 5595/7316 [00:50<00:13, 130.74it/s]\n5599 24.5671 : 76%|███████▋ | 5595/7316 [00:50<00:13, 130.74it/s]\n5599 24.5671 : 77%|███████▋ | 5610/7316 [00:50<00:12, 134.23it/s]\n5619 26.8567 : 77%|███████▋ | 5610/7316 [00:50<00:12, 134.23it/s]\n5619 26.8567 : 77%|███████▋ | 5625/7316 [00:50<00:12, 136.31it/s]\n5619 26.8567 : 77%|███████▋ | 5639/7316 [00:51<00:12, 136.08it/s]\n5639 29.4531 : 77%|███████▋ | 5639/7316 [00:51<00:12, 136.08it/s]\n5639 29.4531 : 77%|███████▋ | 5653/7316 [00:51<00:13, 123.89it/s]\n5659 31.3777 : 77%|███████▋ | 5653/7316 [00:51<00:13, 123.89it/s]\n5659 31.3777 : 77%|███████▋ | 5666/7316 [00:51<00:13, 120.16it/s]\n5679 27.3544 : 77%|███████▋ | 5666/7316 [00:51<00:13, 120.16it/s]\n5679 27.3544 : 78%|███████▊ | 5680/7316 [00:51<00:13, 124.31it/s]\n5679 27.3544 : 78%|███████▊ | 5695/7316 [00:51<00:12, 129.85it/s]\n5699 27.0485 : 78%|███████▊ | 5695/7316 [00:51<00:12, 129.85it/s]\n5699 27.0485 : 78%|███████▊ | 5709/7316 [00:51<00:12, 132.45it/s]\n5719 27.8486 : 78%|███████▊ | 5709/7316 [00:51<00:12, 132.45it/s]\n5719 27.8486 : 78%|███████▊ | 5723/7316 [00:51<00:12, 131.47it/s]\n5719 27.8486 : 78%|███████▊ | 5737/7316 [00:51<00:11, 132.15it/s]\n5739 26.9130 : 78%|███████▊ | 5737/7316 [00:51<00:11, 132.15it/s]\n5739 26.9130 : 79%|███████▊ | 5751/7316 [00:51<00:11, 134.26it/s]\n5759 28.5046 : 79%|███████▊ | 5751/7316 [00:51<00:11, 134.26it/s]\n5759 28.5046 : 79%|███████▉ | 5766/7316 [00:52<00:11, 136.78it/s]\n5779 27.5808 : 79%|███████▉ | 5766/7316 [00:52<00:11, 136.78it/s]\n5779 27.5808 : 79%|███████▉ | 5780/7316 [00:52<00:11, 137.20it/s]\n5779 27.5808 : 79%|███████▉ | 5794/7316 [00:52<00:11, 131.95it/s]\n5799 30.2154 : 79%|███████▉ | 5794/7316 [00:52<00:11, 131.95it/s]\n5799 30.2154 : 79%|███████▉ | 5808/7316 [00:52<00:13, 107.83it/s]\n5819 27.2230 : 79%|███████▉ | 5808/7316 [00:52<00:13, 107.83it/s]\n5819 27.2230 : 80%|███████▉ | 5820/7316 [00:52<00:14, 102.19it/s]\n5819 27.2230 : 80%|███████▉ | 5832/7316 [00:52<00:14, 104.38it/s]\n5839 26.5033 : 80%|███████▉ | 5832/7316 [00:52<00:14, 104.38it/s]\n5839 26.5033 : 80%|███████▉ | 5844/7316 [00:52<00:13, 107.17it/s]\n5839 26.5033 : 80%|████████ | 5856/7316 [00:52<00:13, 109.39it/s]\n5859 26.1589 : 80%|████████ | 5856/7316 [00:52<00:13, 109.39it/s]\n5859 26.1589 : 80%|████████ | 5868/7316 [00:52<00:13, 108.67it/s]\n5879 27.5165 : 80%|████████ | 5868/7316 [00:53<00:13, 108.67it/s]\n5879 27.5165 : 80%|████████ | 5880/7316 [00:53<00:13, 108.05it/s]\n5879 27.5165 : 81%|████████ | 5892/7316 [00:53<00:13, 109.17it/s]\n5899 27.2219 : 81%|████████ | 5892/7316 [00:53<00:13, 109.17it/s]\n5899 27.2219 : 81%|████████ | 5904/7316 [00:53<00:12, 111.62it/s]\n5899 27.2219 : 81%|████████ | 5917/7316 [00:53<00:12, 114.62it/s]\n5919 27.3960 : 81%|████████ | 5917/7316 [00:53<00:12, 114.62it/s]\n5919 27.3960 : 81%|████████ | 5929/7316 [00:53<00:11, 115.76it/s]\n5939 28.3318 : 81%|████████ | 5929/7316 [00:53<00:11, 115.76it/s]\n5939 28.3318 : 81%|████████ | 5941/7316 [00:53<00:11, 115.70it/s]\n5939 28.3318 : 81%|████████▏ | 5953/7316 [00:53<00:12, 106.08it/s]\n5959 29.3342 : 81%|████████▏ | 5953/7316 [00:53<00:12, 106.08it/s]\n5959 29.3342 : 82%|████████▏ | 5964/7316 [00:53<00:13, 102.78it/s]\n5959 29.3342 : 82%|████████▏ | 5976/7316 [00:53<00:12, 107.21it/s]\n5979 28.9018 : 82%|████████▏ | 5976/7316 [00:54<00:12, 107.21it/s]\n5979 28.9018 : 82%|████████▏ | 5990/7316 [00:54<00:11, 113.99it/s]\n5999 27.5152 : 82%|████████▏ | 5990/7316 [00:54<00:11, 113.99it/s]\n5999 27.5152 : 82%|████████▏ | 6004/7316 [00:54<00:11, 119.23it/s]\n5999 27.5152 : 82%|████████▏ | 6017/7316 [00:54<00:10, 121.25it/s]\n6019 28.3441 : 82%|████████▏ | 6017/7316 [00:54<00:10, 121.25it/s]\n6019 28.3441 : 82%|████████▏ | 6030/7316 [00:54<00:10, 121.64it/s]\n6039 27.4868 : 82%|████████▏ | 6030/7316 [00:54<00:10, 121.64it/s]\n6039 27.4868 : 83%|████████▎ | 6043/7316 [00:54<00:10, 123.45it/s]\n6039 27.4868 : 83%|████████▎ | 6057/7316 [00:54<00:09, 126.71it/s]\n6059 25.7242 : 83%|████████▎ | 6057/7316 [00:54<00:09, 126.71it/s]\n6059 25.7242 : 83%|████████▎ | 6071/7316 [00:54<00:09, 130.28it/s]\n6079 26.9532 : 83%|████████▎ | 6071/7316 [00:54<00:09, 130.28it/s]\n6079 26.9532 : 83%|████████▎ | 6085/7316 [00:54<00:09, 131.92it/s]\n6079 26.9532 : 83%|████████▎ | 6099/7316 [00:54<00:09, 130.94it/s]\n6099 30.5030 : 83%|████████▎ | 6099/7316 [00:54<00:09, 130.94it/s]\n6099 30.5030 : 84%|████████▎ | 6113/7316 [00:55<00:09, 125.07it/s]\n6119 28.8436 : 84%|████████▎ | 6113/7316 [00:55<00:09, 125.07it/s]\n6119 28.8436 : 84%|████████▍ | 6128/7316 [00:55<00:09, 130.13it/s]\n6139 27.9097 : 84%|████████▍ | 6128/7316 [00:55<00:09, 130.13it/s]\n6139 27.9097 : 84%|████████▍ | 6144/7316 [00:55<00:08, 137.98it/s]\n6159 27.3889 : 84%|████████▍ | 6144/7316 [00:55<00:08, 137.98it/s]\n6159 27.3889 : 84%|████████▍ | 6160/7316 [00:55<00:08, 144.07it/s]\n6159 27.3889 : 84%|████████▍ | 6176/7316 [00:55<00:07, 146.79it/s]\n6179 27.7606 : 84%|████████▍ | 6176/7316 [00:55<00:07, 146.79it/s]\n6179 27.7606 : 85%|████████▍ | 6192/7316 [00:55<00:07, 148.96it/s]\n6199 28.5095 : 85%|████████▍ | 6192/7316 [00:55<00:07, 148.96it/s]\n6199 28.5095 : 85%|████████▍ | 6209/7316 [00:55<00:07, 153.07it/s]\n6219 28.6905 : 85%|████████▍ | 6209/7316 [00:55<00:07, 153.07it/s]\n6219 28.6905 : 85%|████████▌ | 6227/7316 [00:55<00:06, 158.29it/s]\n6239 27.6914 : 85%|████████▌ | 6227/7316 [00:55<00:06, 158.29it/s]\n6239 27.6914 : 85%|████████▌ | 6244/7316 [00:55<00:06, 160.48it/s]\n6259 30.6433 : 85%|████████▌ | 6244/7316 [00:56<00:06, 160.48it/s]\n6259 30.6433 : 86%|████████▌ | 6261/7316 [00:56<00:07, 149.43it/s]\n6259 30.6433 : 86%|████████▌ | 6277/7316 [00:56<00:07, 147.85it/s]\n6279 28.8426 : 86%|████████▌ | 6277/7316 [00:56<00:07, 147.85it/s]\n6279 28.8426 : 86%|████████▌ | 6294/7316 [00:56<00:06, 153.71it/s]\n6299 27.1796 : 86%|████████▌ | 6294/7316 [00:56<00:06, 153.71it/s]\n6299 27.1796 : 86%|████████▋ | 6312/7316 [00:56<00:06, 159.20it/s]\n6319 27.0879 : 86%|████████▋ | 6312/7316 [00:56<00:06, 159.20it/s]\n6319 27.0879 : 87%|████████▋ | 6329/7316 [00:56<00:06, 160.22it/s]\n6339 28.1497 : 87%|████████▋ | 6329/7316 [00:56<00:06, 160.22it/s]\n6339 28.1497 : 87%|████████▋ | 6346/7316 [00:56<00:06, 161.66it/s]\n6359 27.9577 : 87%|████████▋ | 6346/7316 [00:56<00:06, 161.66it/s]\n6359 27.9577 : 87%|████████▋ | 6364/7316 [00:56<00:05, 164.91it/s]\n6379 28.0888 : 87%|████████▋ | 6364/7316 [00:56<00:05, 164.91it/s]\n6379 28.0888 : 87%|████████▋ | 6382/7316 [00:56<00:05, 168.36it/s]\n6399 28.2397 : 87%|████████▋ | 6382/7316 [00:56<00:05, 168.36it/s]\n6399 28.2397 : 87%|████████▋ | 6400/7316 [00:56<00:05, 169.92it/s]\n6399 28.2397 : 88%|████████▊ | 6418/7316 [00:57<00:07, 123.82it/s]\n6419 25.8214 : 88%|████████▊ | 6418/7316 [00:57<00:07, 123.82it/s]\n6419 25.8214 : 88%|████████▊ | 6433/7316 [00:57<00:07, 116.18it/s]\n6439 27.6757 : 88%|████████▊ | 6433/7316 [00:57<00:07, 116.18it/s]\n6439 27.6757 : 88%|████████▊ | 6446/7316 [00:57<00:07, 115.44it/s]\n6439 27.6757 : 88%|████████▊ | 6459/7316 [00:57<00:07, 114.91it/s]\n6459 27.2216 : 88%|████████▊ | 6459/7316 [00:57<00:07, 114.91it/s]\n6459 27.2216 : 88%|████████▊ | 6472/7316 [00:57<00:07, 113.67it/s]\n6479 27.1496 : 88%|████████▊ | 6472/7316 [00:57<00:07, 113.67it/s]\n6479 27.1496 : 89%|████████▊ | 6484/7316 [00:57<00:07, 111.76it/s]\n6479 27.1496 : 89%|████████▉ | 6496/7316 [00:57<00:07, 112.39it/s]\n6499 26.6536 : 89%|████████▉ | 6496/7316 [00:57<00:07, 112.39it/s]\n6499 26.6536 : 89%|████████▉ | 6508/7316 [00:57<00:07, 113.20it/s]\n6519 27.4956 : 89%|████████▉ | 6508/7316 [00:57<00:07, 113.20it/s]\n6519 27.4956 : 89%|████████▉ | 6521/7316 [00:58<00:06, 115.80it/s]\n6519 27.4956 : 89%|████████▉ | 6534/7316 [00:58<00:06, 117.71it/s]\n6539 26.7092 : 89%|████████▉ | 6534/7316 [00:58<00:06, 117.71it/s]\n6539 26.7092 : 89%|████████▉ | 6547/7316 [00:58<00:06, 118.57it/s]\n6539 26.7092 : 90%|████████▉ | 6559/7316 [00:58<00:07, 107.83it/s]\n6559 28.1932 : 90%|████████▉ | 6559/7316 [00:58<00:07, 107.83it/s]\n6559 28.1932 : 90%|████████▉ | 6570/7316 [00:58<00:07, 99.63it/s]\n6579 26.9477 : 90%|████████▉ | 6570/7316 [00:58<00:07, 99.63it/s]\n6579 26.9477 : 90%|████████▉ | 6581/7316 [00:58<00:07, 98.93it/s]\n6579 26.9477 : 90%|█████████ | 6592/7316 [00:58<00:07, 100.31it/s]\n6599 26.9803 : 90%|█████████ | 6592/7316 [00:58<00:07, 100.31it/s]\n6599 26.9803 : 90%|█████████ | 6603/7316 [00:58<00:07, 99.94it/s]\n6599 26.9803 : 90%|█████████ | 6614/7316 [00:58<00:07, 99.91it/s]\n6619 25.8788 : 90%|█████████ | 6614/7316 [00:58<00:07, 99.91it/s]\n6619 25.8788 : 91%|█████████ | 6625/7316 [00:59<00:06, 98.86it/s]\n6619 25.8788 : 91%|█████████ | 6636/7316 [00:59<00:06, 99.65it/s]\n6639 27.1628 : 91%|█████████ | 6636/7316 [00:59<00:06, 99.65it/s]\n6639 27.1628 : 91%|█████████ | 6647/7316 [00:59<00:06, 101.05it/s]\n6639 27.1628 : 91%|█████████ | 6658/7316 [00:59<00:06, 103.36it/s]\n6659 27.7843 : 91%|█████████ | 6658/7316 [00:59<00:06, 103.36it/s]\n6659 27.7843 : 91%|█████████ | 6670/7316 [00:59<00:06, 106.01it/s]\n6679 26.7336 : 91%|█████████ | 6670/7316 [00:59<00:06, 106.01it/s]\n6679 26.7336 : 91%|█████████▏| 6681/7316 [00:59<00:05, 107.14it/s]\n6679 26.7336 : 91%|█████████▏| 6692/7316 [00:59<00:05, 107.64it/s]\n6699 26.6438 : 91%|█████████▏| 6692/7316 [00:59<00:05, 107.64it/s]\n6699 26.6438 : 92%|█████████▏| 6703/7316 [00:59<00:05, 106.71it/s]\n6699 26.6438 : 92%|█████████▏| 6716/7316 [00:59<00:05, 111.66it/s]\n6719 23.5166 : 92%|█████████▏| 6716/7316 [00:59<00:05, 111.66it/s]\n6719 23.5166 : 92%|█████████▏| 6730/7316 [00:59<00:04, 119.28it/s]\n6739 25.8401 : 92%|█████████▏| 6730/7316 [01:00<00:04, 119.28it/s]\n6739 25.8401 : 92%|█████████▏| 6744/7316 [01:00<00:04, 124.74it/s]\n6739 25.8401 : 92%|█████████▏| 6758/7316 [01:00<00:04, 127.97it/s]\n6759 26.9099 : 92%|█████████▏| 6758/7316 [01:00<00:04, 127.97it/s]\n6759 26.9099 : 93%|█████████▎| 6772/7316 [01:00<00:04, 129.43it/s]\n6779 26.9453 : 93%|█████████▎| 6772/7316 [01:00<00:04, 129.43it/s]\n6779 26.9453 : 93%|█████████▎| 6786/7316 [01:00<00:04, 132.49it/s]\n6799 23.4000 : 93%|█████████▎| 6786/7316 [01:00<00:04, 132.49it/s]\n6799 23.4000 : 93%|█████████▎| 6801/7316 [01:00<00:03, 136.87it/s]\n6799 23.4000 : 93%|█████████▎| 6817/7316 [01:00<00:03, 141.33it/s]\n6819 23.1990 : 93%|█████████▎| 6817/7316 [01:00<00:03, 141.33it/s]\n6819 23.1990 : 93%|█████████▎| 6832/7316 [01:00<00:03, 142.35it/s]\n6839 23.9183 : 93%|█████████▎| 6832/7316 [01:00<00:03, 142.35it/s]\n6839 23.9183 : 94%|█████████▎| 6847/7316 [01:00<00:03, 140.23it/s]\n6859 26.7558 : 94%|█████████▎| 6847/7316 [01:00<00:03, 140.23it/s]\n6859 26.7558 : 94%|█████████▍| 6862/7316 [01:00<00:03, 135.20it/s]\n6879 23.9636 : 94%|█████████▍| 6862/7316 [01:01<00:03, 135.20it/s]\n6879 23.9636 : 94%|█████████▍| 6880/7316 [01:01<00:02, 145.49it/s]\n6879 23.9636 : 94%|█████████▍| 6898/7316 [01:01<00:02, 153.68it/s]\n6899 27.7800 : 94%|█████████▍| 6898/7316 [01:01<00:02, 153.68it/s]\n6899 27.7800 : 95%|█████████▍| 6915/7316 [01:01<00:02, 157.21it/s]\n6919 25.5402 : 95%|█████████▍| 6915/7316 [01:01<00:02, 157.21it/s]\n6919 25.5402 : 95%|█████████▍| 6932/7316 [01:01<00:02, 159.78it/s]\n6939 26.3345 : 95%|█████████▍| 6932/7316 [01:01<00:02, 159.78it/s]\n6939 26.3345 : 95%|█████████▍| 6950/7316 [01:01<00:02, 164.03it/s]\n6959 26.2431 : 95%|█████████▍| 6950/7316 [01:01<00:02, 164.03it/s]\n6959 26.2431 : 95%|█████████▌| 6969/7316 [01:01<00:02, 169.16it/s]\n6979 25.0852 : 95%|█████████▌| 6969/7316 [01:01<00:02, 169.16it/s]\n6979 25.0852 : 96%|█████████▌| 6987/7316 [01:01<00:01, 171.57it/s]\n6999 19.1868 : 96%|█████████▌| 6987/7316 [01:01<00:01, 171.57it/s]\n6999 19.1868 : 96%|█████████▌| 7005/7316 [01:01<00:01, 167.70it/s]\n7019 26.3251 : 96%|█████████▌| 7005/7316 [01:01<00:01, 167.70it/s]\n7019 26.3251 : 96%|█████████▌| 7022/7316 [01:01<00:01, 158.83it/s]\n7019 26.3251 : 96%|█████████▌| 7038/7316 [01:01<00:01, 154.34it/s]\n7039 25.3014 : 96%|█████████▌| 7038/7316 [01:02<00:01, 154.34it/s]\n7039 25.3014 : 96%|█████████▋| 7054/7316 [01:02<00:01, 149.48it/s]\n7059 25.7782 : 96%|█████████▋| 7054/7316 [01:02<00:01, 149.48it/s]\n7059 25.7782 : 97%|█████████▋| 7070/7316 [01:02<00:01, 144.36it/s]\n7079 23.7406 : 97%|█████████▋| 7070/7316 [01:02<00:01, 144.36it/s]\n7079 23.7406 : 97%|█████████▋| 7085/7316 [01:02<00:01, 141.33it/s]\n7099 26.7180 : 97%|█████████▋| 7085/7316 [01:02<00:01, 141.33it/s]\n7099 26.7180 : 97%|█████████▋| 7100/7316 [01:02<00:01, 141.08it/s]\n7099 26.7180 : 97%|█████████▋| 7115/7316 [01:02<00:01, 142.94it/s]\n7119 25.7943 : 97%|█████████▋| 7115/7316 [01:02<00:01, 142.94it/s]\n7119 25.7943 : 97%|█████████▋| 7130/7316 [01:02<00:01, 143.96it/s]\n7139 28.2575 : 97%|█████████▋| 7130/7316 [01:02<00:01, 143.96it/s]\n7139 28.2575 : 98%|█████████▊| 7145/7316 [01:02<00:01, 142.63it/s]\n7159 27.2010 : 98%|█████████▊| 7145/7316 [01:02<00:01, 142.63it/s]\n7159 27.2010 : 98%|█████████▊| 7160/7316 [01:02<00:01, 134.13it/s]\n7159 27.2010 : 98%|█████████▊| 7174/7316 [01:03<00:01, 113.37it/s]\n7179 26.5991 : 98%|█████████▊| 7174/7316 [01:03<00:01, 113.37it/s]\n7179 26.5991 : 98%|█████████▊| 7186/7316 [01:03<00:01, 107.38it/s]\n7179 26.5991 : 98%|█████████▊| 7198/7316 [01:03<00:01, 108.97it/s]\n7199 25.3674 : 98%|█████████▊| 7198/7316 [01:03<00:01, 108.97it/s]\n7199 25.3674 : 99%|█████████▊| 7210/7316 [01:03<00:00, 111.78it/s]\n7219 25.3157 : 99%|█████████▊| 7210/7316 [01:03<00:00, 111.78it/s]\n7219 25.3157 : 99%|█████████▊| 7222/7316 [01:03<00:00, 113.15it/s]\n7219 25.3157 : 99%|█████████▉| 7234/7316 [01:03<00:00, 112.79it/s]\n7239 26.5072 : 99%|█████████▉| 7234/7316 [01:03<00:00, 112.79it/s]\n7239 26.5072 : 99%|█████████▉| 7246/7316 [01:03<00:00, 111.25it/s]\n7239 26.5072 : 99%|█████████▉| 7258/7316 [01:03<00:00, 111.48it/s]\n7259 26.1907 : 99%|█████████▉| 7258/7316 [01:03<00:00, 111.48it/s]\n7259 26.1907 : 99%|█████████▉| 7270/7316 [01:03<00:00, 112.75it/s]\n7279 24.4305 : 99%|█████████▉| 7270/7316 [01:04<00:00, 112.75it/s]\n7279 24.4305 : 100%|█████████▉| 7283/7316 [01:04<00:00, 115.47it/s]\n7279 24.4305 : 100%|█████████▉| 7296/7316 [01:04<00:00, 117.64it/s]\n7299 24.9329 : 100%|█████████▉| 7296/7316 [01:04<00:00, 117.64it/s]\n7299 24.9329 : 100%|█████████▉| 7308/7316 [01:04<00:00, 117.84it/s]\n7299 24.9329 : 100%|██████████| 7316/7316 [01:04<00:00, 113.76it/s]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 1\n epoch_size: 36578304\n batches_per_epoch: 7316\n batch_size: 5000\n optim_type: 'ray'\n\n 0%| | 0/7316 [00:00<?, ?it/s]\n 0%| | 9/7316 [00:00<01:21, 89.19it/s]\n 0%| | 18/7316 [00:00<01:29, 81.60it/s]\n7335 27.9335 : 0%| | 18/7316 [00:00<01:29, 81.60it/s]\n7335 27.9335 : 0%| | 27/7316 [00:00<01:33, 77.79it/s]\n7335 27.9335 : 0%| | 36/7316 [00:00<01:29, 81.26it/s]\n7355 24.7804 : 0%| | 36/7316 [00:00<01:29, 81.26it/s]\n7355 24.7804 : 1%| | 47/7316 [00:00<01:21, 88.83it/s]\n7355 24.7804 : 1%| | 58/7316 [00:00<01:16, 94.74it/s]\n7375 26.1070 : 1%| | 58/7316 [00:00<01:16, 94.74it/s]\n7375 26.1070 : 1%| | 69/7316 [00:00<01:13, 98.16it/s]\n7395 26.5181 : 1%| | 69/7316 [00:00<01:13, 98.16it/s]\n7395 26.5181 : 1%| | 80/7316 [00:00<01:13, 98.96it/s]\n7395 26.5181 : 1%| | 90/7316 [00:00<01:14, 96.75it/s]\n7415 25.3656 : 1%| | 90/7316 [00:01<01:14, 96.75it/s]\n7415 25.3656 : 1%|▏ | 101/7316 [00:01<01:13, 98.53it/s]\n7415 25.3656 : 2%|▏ | 113/7316 [00:01<01:10, 102.69it/s]\n7435 24.9945 : 2%|▏ | 113/7316 [00:01<01:10, 102.69it/s]\n7435 24.9945 : 2%|▏ | 125/7316 [00:01<01:07, 106.32it/s]\n7435 24.9945 : 2%|▏ | 137/7316 [00:01<01:06, 108.63it/s]\n7455 25.9347 : 2%|▏ | 137/7316 [00:01<01:06, 108.63it/s]\n7455 25.9347 : 2%|▏ | 149/7316 [00:01<01:05, 109.62it/s]\n7475 33.3253 : 2%|▏ | 149/7316 [00:01<01:05, 109.62it/s]\n7475 33.3253 : 2%|▏ | 160/7316 [00:01<01:07, 106.02it/s]\n7475 33.3253 : 2%|▏ | 171/7316 [00:01<01:12, 98.57it/s]\n7495 31.5304 : 2%|▏ | 171/7316 [00:01<01:12, 98.57it/s]\n7495 31.5304 : 2%|▏ | 181/7316 [00:01<01:17, 92.38it/s]\n7495 31.5304 : 3%|▎ | 191/7316 [00:01<01:15, 94.05it/s]\n7515 26.2541 : 3%|▎ | 191/7316 [00:02<01:15, 94.05it/s]\n7515 26.2541 : 3%|▎ | 203/7316 [00:02<01:11, 99.02it/s]\n7515 26.2541 : 3%|▎ | 215/7316 [00:02<01:08, 104.42it/s]\n7535 27.0992 : 3%|▎ | 215/7316 [00:02<01:08, 104.42it/s]\n7535 27.0992 : 3%|▎ | 227/7316 [00:02<01:06, 106.54it/s]\n7535 27.0992 : 3%|▎ | 238/7316 [00:02<01:06, 106.95it/s]\n7555 27.5372 : 3%|▎ | 238/7316 [00:02<01:06, 106.95it/s]\n7555 27.5372 : 3%|▎ | 250/7316 [00:02<01:05, 108.51it/s]\n7575 28.0427 : 3%|▎ | 250/7316 [00:02<01:05, 108.51it/s]\n7575 28.0427 : 4%|▎ | 262/7316 [00:02<01:03, 111.25it/s]\n7575 28.0427 : 4%|▍ | 275/7316 [00:02<01:01, 115.02it/s]\n7595 28.4357 : 4%|▍ | 275/7316 [00:02<01:01, 115.02it/s]\n7595 28.4357 : 4%|▍ | 287/7316 [00:02<01:00, 116.37it/s]\n7595 28.4357 : 4%|▍ | 299/7316 [00:02<01:00, 116.40it/s]\n7615 28.0508 : 4%|▍ | 299/7316 [00:02<01:00, 116.40it/s]\n7615 28.0508 : 4%|▍ | 311/7316 [00:03<01:03, 110.88it/s]\n7635 34.3111 : 4%|▍ | 311/7316 [00:03<01:03, 110.88it/s]\n7635 34.3111 : 4%|▍ | 323/7316 [00:03<01:08, 101.59it/s]\n7635 34.3111 : 5%|▍ | 334/7316 [00:03<01:12, 96.48it/s]\n7655 28.6309 : 5%|▍ | 334/7316 [00:03<01:12, 96.48it/s]\n7655 28.6309 : 5%|▍ | 345/7316 [00:03<01:11, 98.02it/s]\n7655 28.6309 : 5%|▍ | 357/7316 [00:03<01:07, 103.29it/s]\n7675 26.7320 : 5%|▍ | 357/7316 [00:03<01:07, 103.29it/s]\n7675 26.7320 : 5%|▌ | 369/7316 [00:03<01:04, 107.51it/s]\n7695 26.6620 : 5%|▌ | 369/7316 [00:03<01:04, 107.51it/s]\n7695 26.6620 : 5%|▌ | 381/7316 [00:03<01:03, 108.37it/s]\n7695 26.6620 : 5%|▌ | 392/7316 [00:03<01:04, 107.90it/s]\n7715 27.1068 : 5%|▌ | 392/7316 [00:03<01:04, 107.90it/s]\n7715 27.1068 : 6%|▌ | 403/7316 [00:03<01:03, 108.16it/s]\n7715 27.1068 : 6%|▌ | 415/7316 [00:04<01:02, 110.30it/s]\n7735 26.4046 : 6%|▌ | 415/7316 [00:04<01:02, 110.30it/s]\n7735 26.4046 : 6%|▌ | 427/7316 [00:04<01:00, 113.06it/s]\n7735 26.4046 : 6%|▌ | 439/7316 [00:04<01:00, 114.50it/s]\n7755 27.3392 : 6%|▌ | 439/7316 [00:04<01:00, 114.50it/s]\n7755 27.3392 : 6%|▌ | 451/7316 [00:04<00:59, 115.76it/s]\n7775 33.1225 : 6%|▌ | 451/7316 [00:04<00:59, 115.76it/s]\n7775 33.1225 : 6%|▋ | 463/7316 [00:04<01:02, 109.77it/s]\n7775 33.1225 : 6%|▋ | 475/7316 [00:04<01:09, 98.71it/s]\n7795 31.9698 : 6%|▋ | 475/7316 [00:04<01:09, 98.71it/s]\n7795 31.9698 : 7%|▋ | 486/7316 [00:04<01:13, 93.46it/s]\n7795 31.9698 : 7%|▋ | 496/7316 [00:04<01:11, 94.73it/s]\n7815 27.3956 : 7%|▋ | 496/7316 [00:04<01:11, 94.73it/s]\n7815 27.3956 : 7%|▋ | 508/7316 [00:04<01:08, 99.78it/s]\n7835 26.1412 : 7%|▋ | 508/7316 [00:05<01:08, 99.78it/s]\n7835 26.1412 : 7%|▋ | 520/7316 [00:05<01:05, 103.47it/s]\n7835 26.1412 : 7%|▋ | 531/7316 [00:05<01:05, 104.35it/s]\n7855 28.5310 : 7%|▋ | 531/7316 [00:05<01:05, 104.35it/s]\n7855 28.5310 : 7%|▋ | 542/7316 [00:05<01:05, 103.83it/s]\n7855 28.5310 : 8%|▊ | 553/7316 [00:05<01:04, 104.44it/s]\n7875 26.8329 : 8%|▊ | 553/7316 [00:05<01:04, 104.44it/s]\n7875 26.8329 : 8%|▊ | 565/7316 [00:05<01:03, 106.84it/s]\n7875 26.8329 : 8%|▊ | 577/7316 [00:05<01:00, 110.49it/s]\n7895 27.6706 : 8%|▊ | 577/7316 [00:05<01:00, 110.49it/s]\n7895 27.6706 : 8%|▊ | 589/7316 [00:05<01:00, 112.03it/s]\n7915 28.6290 : 8%|▊ | 589/7316 [00:05<01:00, 112.03it/s]\n7915 28.6290 : 8%|▊ | 601/7316 [00:05<00:59, 112.43it/s]\n7915 28.6290 : 8%|▊ | 613/7316 [00:05<01:02, 107.83it/s]\n7935 31.0504 : 8%|▊ | 613/7316 [00:06<01:02, 107.83it/s]\n7935 31.0504 : 9%|▊ | 624/7316 [00:06<01:11, 93.62it/s]\n7935 31.0504 : 9%|▊ | 634/7316 [00:06<01:17, 86.13it/s]\n7955 29.2506 : 9%|▊ | 634/7316 [00:06<01:17, 86.13it/s]\n7955 29.2506 : 9%|▉ | 643/7316 [00:06<01:18, 84.85it/s]\n7955 29.2506 : 9%|▉ | 653/7316 [00:06<01:15, 87.83it/s]\n7975 26.7881 : 9%|▉ | 653/7316 [00:06<01:15, 87.83it/s]\n7975 26.7881 : 9%|▉ | 664/7316 [00:06<01:11, 92.85it/s]\n7975 26.7881 : 9%|▉ | 675/7316 [00:06<01:09, 96.01it/s]\n7995 27.0399 : 9%|▉ | 675/7316 [00:06<01:09, 96.01it/s]\n7995 27.0399 : 9%|▉ | 685/7316 [00:06<01:09, 95.83it/s]\n7995 27.0399 : 9%|▉ | 695/7316 [00:06<01:09, 95.70it/s]\n8015 27.9873 : 9%|▉ | 695/7316 [00:06<01:09, 95.70it/s]\n8015 27.9873 : 10%|▉ | 705/7316 [00:06<01:09, 94.90it/s]\n8015 27.9873 : 10%|▉ | 716/7316 [00:07<01:07, 97.36it/s]\n8035 28.1501 : 10%|▉ | 716/7316 [00:07<01:07, 97.36it/s]\n8035 28.1501 : 10%|▉ | 727/7316 [00:07<01:06, 99.71it/s]\n8035 28.1501 : 10%|█ | 738/7316 [00:07<01:04, 101.41it/s]\n8055 27.9871 : 10%|█ | 738/7316 [00:07<01:04, 101.41it/s]\n8055 27.9871 : 10%|█ | 749/7316 [00:07<01:04, 102.57it/s]\n8075 30.3057 : 10%|█ | 749/7316 [00:07<01:04, 102.57it/s]\n8075 30.3057 : 10%|█ | 760/7316 [00:07<01:03, 102.91it/s]\n8075 30.3057 : 11%|█ | 771/7316 [00:07<01:16, 85.39it/s]\n8095 30.3956 : 11%|█ | 771/7316 [00:07<01:16, 85.39it/s]\n8095 30.3956 : 11%|█ | 781/7316 [00:07<01:31, 71.55it/s]\n8095 30.3956 : 11%|█ | 789/7316 [00:07<01:36, 67.57it/s]\n8095 30.3956 : 11%|█ | 797/7316 [00:08<01:36, 67.88it/s]\n8115 27.4027 : 11%|█ | 797/7316 [00:08<01:36, 67.88it/s]\n8115 27.4027 : 11%|█ | 805/7316 [00:08<01:32, 70.03it/s]\n8115 27.4027 : 11%|█ | 814/7316 [00:08<01:27, 74.12it/s]\n8135 26.0003 : 11%|█ | 814/7316 [00:08<01:27, 74.12it/s]\n8135 26.0003 : 11%|█ | 823/7316 [00:08<01:24, 76.74it/s]\n8135 26.0003 : 11%|█▏ | 832/7316 [00:08<01:22, 78.26it/s]\n8155 26.9080 : 11%|█▏ | 832/7316 [00:08<01:22, 78.26it/s]\n8155 26.9080 : 11%|█▏ | 840/7316 [00:08<01:23, 77.33it/s]\n8155 26.9080 : 12%|█▏ | 848/7316 [00:08<01:24, 76.75it/s]\n8155 26.9080 : 12%|█▏ | 856/7316 [00:08<01:24, 76.68it/s]\n8175 27.7539 : 12%|█▏ | 856/7316 [00:08<01:24, 76.68it/s]\n8175 27.7539 : 12%|█▏ | 864/7316 [00:08<01:23, 77.46it/s]\n8175 27.7539 : 12%|█▏ | 873/7316 [00:09<01:21, 79.45it/s]\n8195 28.7343 : 12%|█▏ | 873/7316 [00:09<01:21, 79.45it/s]\n8195 28.7343 : 12%|█▏ | 882/7316 [00:09<01:19, 81.31it/s]\n8195 28.7343 : 12%|█▏ | 891/7316 [00:09<01:17, 82.98it/s]\n8215 27.7019 : 12%|█▏ | 891/7316 [00:09<01:17, 82.98it/s]\n8215 27.7019 : 12%|█▏ | 900/7316 [00:09<01:16, 83.65it/s]\n8215 27.7019 : 12%|█▏ | 909/7316 [00:09<01:15, 84.35it/s]\n8215 27.7019 : 13%|█▎ | 918/7316 [00:09<01:21, 78.71it/s]\n8235 31.5632 : 13%|█▎ | 918/7316 [00:09<01:21, 78.71it/s]\n8235 31.5632 : 13%|█▎ | 926/7316 [00:09<01:35, 67.20it/s]\n8235 31.5632 : 13%|█▎ | 934/7316 [00:09<01:44, 60.79it/s]\n8255 26.5354 : 13%|█▎ | 934/7316 [00:10<01:44, 60.79it/s]\n8255 26.5354 : 13%|█▎ | 941/7316 [00:10<01:49, 58.44it/s]\n8255 26.5354 : 13%|█▎ | 948/7316 [00:10<01:48, 58.75it/s]\n8255 26.5354 : 13%|█▎ | 955/7316 [00:10<01:44, 60.97it/s]\n8275 25.2818 : 13%|█▎ | 955/7316 [00:10<01:44, 60.97it/s]\n8275 25.2818 : 13%|█▎ | 963/7316 [00:10<01:37, 65.37it/s]\n8275 25.2818 : 13%|█▎ | 971/7316 [00:10<01:31, 69.15it/s]\n8275 25.2818 : 13%|█▎ | 979/7316 [00:10<01:29, 71.03it/s]\n8295 26.0380 : 13%|█▎ | 979/7316 [00:10<01:29, 71.03it/s]\n8295 26.0380 : 13%|█▎ | 987/7316 [00:10<01:28, 71.38it/s]\n8295 26.0380 : 14%|█▎ | 995/7316 [00:10<01:29, 70.24it/s]\n8315 25.7852 : 14%|█▎ | 995/7316 [00:10<01:29, 70.24it/s]\n8315 25.7852 : 14%|█▎ | 1003/7316 [00:10<01:30, 69.84it/s]\n8315 25.7852 : 14%|█▍ | 1011/7316 [00:11<01:30, 69.81it/s]\n8315 25.7852 : 14%|█▍ | 1019/7316 [00:11<01:28, 70.99it/s]\n8335 26.8916 : 14%|█▍ | 1019/7316 [00:11<01:28, 70.99it/s]\n8335 26.8916 : 14%|█▍ | 1027/7316 [00:11<01:26, 72.70it/s]\n8335 26.8916 : 14%|█▍ | 1035/7316 [00:11<01:24, 74.17it/s]\n8355 28.7174 : 14%|█▍ | 1035/7316 [00:11<01:24, 74.17it/s]\n8355 28.7174 : 14%|█▍ | 1043/7316 [00:11<01:23, 75.27it/s]\n8355 28.7174 : 14%|█▍ | 1051/7316 [00:11<01:22, 76.28it/s]\n8355 28.7174 : 14%|█▍ | 1059/7316 [00:11<01:21, 76.47it/s]\n8375 28.0732 : 14%|█▍ | 1059/7316 [00:11<01:21, 76.47it/s]\n8375 28.0732 : 15%|█▍ | 1067/7316 [00:11<01:22, 76.07it/s]\n8375 28.0732 : 15%|█▍ | 1075/7316 [00:11<01:29, 69.63it/s]\n8395 25.7923 : 15%|█▍ | 1075/7316 [00:12<01:29, 69.63it/s]\n8395 25.7923 : 15%|█▍ | 1083/7316 [00:12<01:34, 66.13it/s]\n8395 25.7923 : 15%|█▍ | 1090/7316 [00:12<01:33, 66.68it/s]\n8395 25.7923 : 15%|█▌ | 1099/7316 [00:12<01:27, 70.89it/s]\n8415 28.5866 : 15%|█▌ | 1099/7316 [00:12<01:27, 70.89it/s]\n8415 28.5866 : 15%|█▌ | 1109/7316 [00:12<01:20, 76.99it/s]\n8415 28.5866 : 15%|█▌ | 1119/7316 [00:12<01:14, 83.04it/s]\n8435 26.2312 : 15%|█▌ | 1119/7316 [00:12<01:14, 83.04it/s]\n8435 26.2312 : 15%|█▌ | 1129/7316 [00:12<01:10, 87.25it/s]\n8435 26.2312 : 16%|█▌ | 1139/7316 [00:12<01:09, 88.37it/s]\n8455 25.9371 : 16%|█▌ | 1139/7316 [00:12<01:09, 88.37it/s]\n8455 25.9371 : 16%|█▌ | 1148/7316 [00:12<01:10, 87.32it/s]\n8455 25.9371 : 16%|█▌ | 1157/7316 [00:12<01:10, 87.26it/s]\n8475 26.9396 : 16%|█▌ | 1157/7316 [00:12<01:10, 87.26it/s]\n8475 26.9396 : 16%|█▌ | 1167/7316 [00:13<01:09, 88.27it/s]\n8475 26.9396 : 16%|█▌ | 1177/7316 [00:13<01:08, 89.97it/s]\n8495 25.4462 : 16%|█▌ | 1177/7316 [00:13<01:08, 89.97it/s]\n8495 25.4462 : 16%|█▌ | 1187/7316 [00:13<01:06, 92.79it/s]\n8495 25.4462 : 16%|█▋ | 1198/7316 [00:13<01:04, 95.02it/s]\n8515 27.4521 : 16%|█▋ | 1198/7316 [00:13<01:04, 95.02it/s]\n8515 27.4521 : 17%|█▋ | 1208/7316 [00:13<01:03, 95.90it/s]\n8515 27.4521 : 17%|█▋ | 1218/7316 [00:13<01:03, 96.70it/s]\n8535 29.6972 : 17%|█▋ | 1218/7316 [00:13<01:03, 96.70it/s]\n8535 29.6972 : 17%|█▋ | 1228/7316 [00:13<01:07, 89.90it/s]\n8535 29.6972 : 17%|█▋ | 1238/7316 [00:13<01:09, 86.94it/s]\n8555 27.8045 : 17%|█▋ | 1238/7316 [00:13<01:09, 86.94it/s]\n8555 27.8045 : 17%|█▋ | 1248/7316 [00:13<01:07, 89.72it/s]\n8555 27.8045 : 17%|█▋ | 1259/7316 [00:13<01:03, 95.22it/s]\n8575 27.8623 : 17%|█▋ | 1259/7316 [00:14<01:03, 95.22it/s]\n8575 27.8623 : 17%|█▋ | 1271/7316 [00:14<00:59, 101.43it/s]\n8595 26.6952 : 17%|█▋ | 1271/7316 [00:14<00:59, 101.43it/s]\n8595 26.6952 : 18%|█▊ | 1283/7316 [00:14<00:57, 105.34it/s]\n8595 26.6952 : 18%|█▊ | 1295/7316 [00:14<00:56, 106.96it/s]\n8615 28.1979 : 18%|█▊ | 1295/7316 [00:14<00:56, 106.96it/s]\n8615 28.1979 : 18%|█▊ | 1306/7316 [00:14<00:56, 106.77it/s]\n8615 28.1979 : 18%|█▊ | 1318/7316 [00:14<00:55, 108.40it/s]\n8635 28.1151 : 18%|█▊ | 1318/7316 [00:14<00:55, 108.40it/s]\n8635 28.1151 : 18%|█▊ | 1330/7316 [00:14<00:54, 110.55it/s]\n8655 28.9200 : 18%|█▊ | 1330/7316 [00:14<00:54, 110.55it/s]\n8655 28.9200 : 18%|█▊ | 1343/7316 [00:14<00:52, 113.85it/s]\n8655 28.9200 : 19%|█▊ | 1355/7316 [00:14<00:51, 115.46it/s]\n8675 28.4833 : 19%|█▊ | 1355/7316 [00:14<00:51, 115.46it/s]\n8675 28.4833 : 19%|█▊ | 1367/7316 [00:14<00:51, 115.74it/s]\n8675 28.4833 : 19%|█▉ | 1379/7316 [00:15<00:53, 110.52it/s]\n8695 32.4151 : 19%|█▉ | 1379/7316 [00:15<00:53, 110.52it/s]\n8695 32.4151 : 19%|█▉ | 1391/7316 [00:15<00:56, 105.50it/s]\n8715 27.9905 : 19%|█▉ | 1391/7316 [00:15<00:56, 105.50it/s]\n8715 27.9905 : 19%|█▉ | 1403/7316 [00:15<00:54, 108.69it/s]\n8715 27.9905 : 19%|█▉ | 1417/7316 [00:15<00:50, 116.43it/s]\n8735 27.9134 : 19%|█▉ | 1417/7316 [00:15<00:50, 116.43it/s]\n8735 27.9134 : 20%|█▉ | 1431/7316 [00:15<00:47, 122.70it/s]\n8755 27.4240 : 20%|█▉ | 1431/7316 [00:15<00:47, 122.70it/s]\n8755 27.4240 : 20%|█▉ | 1445/7316 [00:15<00:46, 125.97it/s]\n8755 27.4240 : 20%|█▉ | 1458/7316 [00:15<00:46, 126.05it/s]\n8775 26.2867 : 20%|█▉ | 1458/7316 [00:15<00:46, 126.05it/s]\n8775 26.2867 : 20%|██ | 1472/7316 [00:15<00:45, 128.13it/s]\n8795 28.5155 : 20%|██ | 1472/7316 [00:15<00:45, 128.13it/s]\n8795 28.5155 : 20%|██ | 1486/7316 [00:15<00:44, 131.47it/s]\n8815 29.2322 : 20%|██ | 1486/7316 [00:15<00:44, 131.47it/s]\n8815 29.2322 : 21%|██ | 1501/7316 [00:16<00:43, 134.96it/s]\n8815 29.2322 : 21%|██ | 1516/7316 [00:16<00:42, 137.47it/s]\n8835 28.2668 : 21%|██ | 1516/7316 [00:16<00:42, 137.47it/s]\n8835 28.2668 : 21%|██ | 1530/7316 [00:16<00:43, 133.35it/s]\n8855 32.4922 : 21%|██ | 1530/7316 [00:16<00:43, 133.35it/s]\n8855 32.4922 : 21%|██ | 1544/7316 [00:16<00:47, 122.46it/s]\n8855 32.4922 : 21%|██▏ | 1558/7316 [00:16<00:46, 125.02it/s]\n8875 29.6788 : 21%|██▏ | 1558/7316 [00:16<00:46, 125.02it/s]\n8875 29.6788 : 22%|██▏ | 1573/7316 [00:16<00:43, 131.28it/s]\n8895 27.4839 : 22%|██▏ | 1573/7316 [00:16<00:43, 131.28it/s]\n8895 27.4839 : 22%|██▏ | 1589/7316 [00:16<00:41, 136.87it/s]\n8915 28.2415 : 22%|██▏ | 1589/7316 [00:16<00:41, 136.87it/s]\n8915 28.2415 : 22%|██▏ | 1604/7316 [00:16<00:41, 138.16it/s]\n8915 28.2415 : 22%|██▏ | 1619/7316 [00:16<00:40, 139.38it/s]\n8935 27.7289 : 22%|██▏ | 1619/7316 [00:16<00:40, 139.38it/s]\n8935 27.7289 : 22%|██▏ | 1635/7316 [00:16<00:39, 142.79it/s]\n8955 25.4582 : 22%|██▏ | 1635/7316 [00:17<00:39, 142.79it/s]\n8955 25.4582 : 23%|██▎ | 1651/7316 [00:17<00:38, 146.30it/s]\n8975 27.0123 : 23%|██▎ | 1651/7316 [00:17<00:38, 146.30it/s]\n8975 27.0123 : 23%|██▎ | 1667/7316 [00:17<00:38, 148.57it/s]\n8995 31.4441 : 23%|██▎ | 1667/7316 [00:17<00:38, 148.57it/s]\n8995 31.4441 : 23%|██▎ | 1682/7316 [00:17<00:39, 142.53it/s]\n8995 31.4441 : 23%|██▎ | 1697/7316 [00:17<00:44, 125.45it/s]\n9015 29.0034 : 23%|██▎ | 1697/7316 [00:17<00:44, 125.45it/s]\n9015 29.0034 : 23%|██▎ | 1710/7316 [00:17<00:45, 123.99it/s]\n9035 27.8844 : 23%|██▎ | 1710/7316 [00:17<00:45, 123.99it/s]\n9035 27.8844 : 24%|██▎ | 1724/7316 [00:17<00:43, 127.62it/s]\n9035 27.8844 : 24%|██▍ | 1738/7316 [00:17<00:42, 130.92it/s]\n9055 27.7904 : 24%|██▍ | 1738/7316 [00:17<00:42, 130.92it/s]\n9055 27.7904 : 24%|██▍ | 1752/7316 [00:17<00:41, 132.59it/s]\n9075 29.0661 : 24%|██▍ | 1752/7316 [00:17<00:41, 132.59it/s]\n9075 29.0661 : 24%|██▍ | 1766/7316 [00:17<00:41, 132.45it/s]\n9095 28.1649 : 24%|██▍ | 1766/7316 [00:18<00:41, 132.45it/s]\n9095 28.1649 : 24%|██▍ | 1780/7316 [00:18<00:41, 133.57it/s]\n9095 28.1649 : 25%|██▍ | 1795/7316 [00:18<00:40, 137.92it/s]\n9115 28.6640 : 25%|██▍ | 1795/7316 [00:18<00:40, 137.92it/s]\n9115 28.6640 : 25%|██▍ | 1810/7316 [00:18<00:39, 141.00it/s]\n9135 27.7162 : 25%|██▍ | 1810/7316 [00:18<00:39, 141.00it/s]\n9135 27.7162 : 25%|██▍ | 1825/7316 [00:18<00:38, 141.76it/s]\n9155 31.5352 : 25%|██▍ | 1825/7316 [00:18<00:38, 141.76it/s]\n9155 31.5352 : 25%|██▌ | 1840/7316 [00:18<00:46, 116.80it/s]\n9155 31.5352 : 25%|██▌ | 1853/7316 [00:18<00:54, 99.63it/s]\n9175 26.4756 : 25%|██▌ | 1853/7316 [00:18<00:54, 99.63it/s]\n9175 26.4756 : 25%|██▌ | 1864/7316 [00:18<00:56, 96.45it/s]\n9175 26.4756 : 26%|██▌ | 1875/7316 [00:18<00:55, 97.39it/s]\n9195 27.7334 : 26%|██▌ | 1875/7316 [00:19<00:55, 97.39it/s]\n9195 27.7334 : 26%|██▌ | 1886/7316 [00:19<00:54, 98.83it/s]\n9195 27.7334 : 26%|██▌ | 1897/7316 [00:19<00:53, 100.55it/s]\n9215 25.5136 : 26%|██▌ | 1897/7316 [00:19<00:53, 100.55it/s]\n9215 25.5136 : 26%|██▌ | 1908/7316 [00:19<00:53, 100.73it/s]\n9215 25.5136 : 26%|██▌ | 1919/7316 [00:19<00:53, 101.83it/s]\n9235 28.5480 : 26%|██▌ | 1919/7316 [00:19<00:53, 101.83it/s]\n9235 28.5480 : 26%|██▋ | 1930/7316 [00:19<00:52, 102.55it/s]\n9255 28.4836 : 26%|██▋ | 1930/7316 [00:19<00:52, 102.55it/s]\n9255 28.4836 : 27%|██▋ | 1942/7316 [00:19<00:50, 105.62it/s]\n9255 28.4836 : 27%|██▋ | 1954/7316 [00:19<00:49, 108.66it/s]\n9275 28.2439 : 27%|██▋ | 1954/7316 [00:19<00:49, 108.66it/s]\n9275 28.2439 : 27%|██▋ | 1966/7316 [00:19<00:48, 110.79it/s]\n9275 28.2439 : 27%|██▋ | 1978/7316 [00:19<00:47, 112.09it/s]\n9295 29.2130 : 27%|██▋ | 1978/7316 [00:19<00:47, 112.09it/s]\n9295 29.2130 : 27%|██▋ | 1990/7316 [00:20<00:56, 93.72it/s]\n9315 33.7734 : 27%|██▋ | 1990/7316 [00:20<00:56, 93.72it/s]\n9315 33.7734 : 27%|██▋ | 2000/7316 [00:20<01:07, 79.13it/s]\n9315 33.7734 : 27%|██▋ | 2009/7316 [00:20<01:12, 73.58it/s]\n9315 33.7734 : 28%|██▊ | 2017/7316 [00:20<01:12, 73.44it/s]\n9335 26.6130 : 28%|██▊ | 2017/7316 [00:20<01:12, 73.44it/s]\n9335 26.6130 : 28%|██▊ | 2026/7316 [00:20<01:09, 76.24it/s]\n9335 26.6130 : 28%|██▊ | 2035/7316 [00:20<01:07, 78.43it/s]\n9355 25.9859 : 28%|██▊ | 2035/7316 [00:20<01:07, 78.43it/s]\n9355 25.9859 : 28%|██▊ | 2044/7316 [00:20<01:06, 79.74it/s]\n9355 25.9859 : 28%|██▊ | 2053/7316 [00:20<01:04, 81.15it/s]\n9375 27.8322 : 28%|██▊ | 2053/7316 [00:21<01:04, 81.15it/s]\n9375 27.8322 : 28%|██▊ | 2062/7316 [00:21<01:04, 81.53it/s]\n9375 27.8322 : 28%|██▊ | 2071/7316 [00:21<01:03, 82.69it/s]\n9395 26.8251 : 28%|██▊ | 2071/7316 [00:21<01:03, 82.69it/s]\n9395 26.8251 : 28%|██▊ | 2080/7316 [00:21<01:01, 84.46it/s]\n9395 26.8251 : 29%|██▊ | 2090/7316 [00:21<01:00, 86.73it/s]\n9415 26.4847 : 29%|██▊ | 2090/7316 [00:21<01:00, 86.73it/s]\n9415 26.4847 : 29%|██▊ | 2100/7316 [00:21<00:58, 89.90it/s]\n9415 26.4847 : 29%|██▉ | 2110/7316 [00:21<00:56, 92.34it/s]\n9435 27.1445 : 29%|██▉ | 2110/7316 [00:21<00:56, 92.34it/s]\n9435 27.1445 : 29%|██▉ | 2120/7316 [00:21<00:55, 92.89it/s]\n9435 27.1445 : 29%|██▉ | 2130/7316 [00:21<00:55, 93.97it/s]\n9455 30.6699 : 29%|██▉ | 2130/7316 [00:21<00:55, 93.97it/s]\n9455 30.6699 : 29%|██▉ | 2140/7316 [00:21<00:58, 89.09it/s]\n9455 30.6699 : 29%|██▉ | 2149/7316 [00:22<01:02, 82.90it/s]\n9455 30.6699 : 29%|██▉ | 2158/7316 [00:22<01:02, 82.45it/s]\n9475 25.3580 : 29%|██▉ | 2158/7316 [00:22<01:02, 82.45it/s]\n9475 25.3580 : 30%|██▉ | 2168/7316 [00:22<00:59, 86.60it/s]\n9475 25.3580 : 30%|██▉ | 2179/7316 [00:22<00:55, 92.99it/s]\n9495 27.5293 : 30%|██▉ | 2179/7316 [00:22<00:55, 92.99it/s]\n9495 27.5293 : 30%|██▉ | 2190/7316 [00:22<00:52, 97.27it/s]\n9515 26.7429 : 30%|██▉ | 2190/7316 [00:22<00:52, 97.27it/s]\n9515 26.7429 : 30%|███ | 2201/7316 [00:22<00:51, 100.18it/s]\n9515 26.7429 : 30%|███ | 2212/7316 [00:22<00:50, 101.74it/s]\n9535 25.3991 : 30%|███ | 2212/7316 [00:22<00:50, 101.74it/s]\n9535 25.3991 : 30%|███ | 2223/7316 [00:22<00:49, 102.82it/s]\n9535 25.3991 : 31%|███ | 2235/7316 [00:22<00:48, 105.18it/s]\n9555 27.7857 : 31%|███ | 2235/7316 [00:22<00:48, 105.18it/s]\n9555 27.7857 : 31%|███ | 2247/7316 [00:23<00:46, 108.04it/s]\n9555 27.7857 : 31%|███ | 2259/7316 [00:23<00:45, 111.33it/s]\n9575 27.1235 : 31%|███ | 2259/7316 [00:23<00:45, 111.33it/s]\n9575 27.1235 : 31%|███ | 2271/7316 [00:23<00:44, 112.74it/s]\n9595 26.9501 : 31%|███ | 2271/7316 [00:23<00:44, 112.74it/s]\n9595 26.9501 : 31%|███ | 2283/7316 [00:23<00:44, 113.37it/s]\n9595 26.9501 : 31%|███▏ | 2295/7316 [00:23<00:46, 107.91it/s]\n9615 32.2119 : 31%|███▏ | 2295/7316 [00:23<00:46, 107.91it/s]\n9615 32.2119 : 32%|███▏ | 2306/7316 [00:23<00:47, 105.10it/s]\n9615 32.2119 : 32%|███▏ | 2319/7316 [00:23<00:45, 110.43it/s]\n9635 26.5929 : 32%|███▏ | 2319/7316 [00:23<00:45, 110.43it/s]\n9635 26.5929 : 32%|███▏ | 2333/7316 [00:23<00:42, 118.37it/s]\n9655 27.5585 : 32%|███▏ | 2333/7316 [00:23<00:42, 118.37it/s]\n9655 27.5585 : 32%|███▏ | 2347/7316 [00:23<00:40, 123.51it/s]\n9675 26.2660 : 32%|███▏ | 2347/7316 [00:23<00:40, 123.51it/s]\n9675 26.2660 : 32%|███▏ | 2361/7316 [00:23<00:39, 126.32it/s]\n9675 26.2660 : 32%|███▏ | 2375/7316 [00:24<00:38, 128.20it/s]\n9695 28.2399 : 32%|███▏ | 2375/7316 [00:24<00:38, 128.20it/s]\n9695 28.2399 : 33%|███▎ | 2390/7316 [00:24<00:37, 132.13it/s]\n9715 28.3093 : 33%|███▎ | 2390/7316 [00:24<00:37, 132.13it/s]\n9715 28.3093 : 33%|███▎ | 2405/7316 [00:24<00:35, 136.90it/s]\n9735 27.7585 : 33%|███▎ | 2405/7316 [00:24<00:35, 136.90it/s]\n9735 27.7585 : 33%|███▎ | 2420/7316 [00:24<00:34, 140.68it/s]\n9735 27.7585 : 33%|███▎ | 2435/7316 [00:24<00:34, 142.07it/s]\n9755 27.9151 : 33%|███▎ | 2435/7316 [00:24<00:34, 142.07it/s]\n9755 27.9151 : 33%|███▎ | 2450/7316 [00:24<00:35, 138.62it/s]\n9775 28.2434 : 33%|███▎ | 2450/7316 [00:24<00:35, 138.62it/s]\n9775 28.2434 : 34%|███▎ | 2466/7316 [00:24<00:33, 143.43it/s]\n9795 26.9698 : 34%|███▎ | 2466/7316 [00:24<00:33, 143.43it/s]\n9795 26.9698 : 34%|███▍ | 2483/7316 [00:24<00:32, 150.62it/s]\n9815 25.2956 : 34%|███▍ | 2483/7316 [00:24<00:32, 150.62it/s]\n9815 25.2956 : 34%|███▍ | 2500/7316 [00:24<00:31, 154.28it/s]\n9815 25.2956 : 34%|███▍ | 2517/7316 [00:25<00:30, 156.43it/s]\n9835 25.2885 : 34%|███▍ | 2517/7316 [00:25<00:30, 156.43it/s]\n9835 25.2885 : 35%|███▍ | 2534/7316 [00:25<00:30, 159.22it/s]\n9855 26.3275 : 35%|███▍ | 2534/7316 [00:25<00:30, 159.22it/s]\n9855 26.3275 : 35%|███▍ | 2552/7316 [00:25<00:29, 163.38it/s]\n9875 25.5336 : 35%|███▍ | 2552/7316 [00:25<00:29, 163.38it/s]\n9875 25.5336 : 35%|███▌ | 2570/7316 [00:25<00:28, 167.65it/s]\n9895 25.1735 : 35%|███▌ | 2570/7316 [00:25<00:28, 167.65it/s]\n9895 25.1735 : 35%|███▌ | 2588/7316 [00:25<00:27, 168.89it/s]\n9915 27.9124 : 35%|███▌ | 2588/7316 [00:25<00:27, 168.89it/s]\n9915 27.9124 : 36%|███▌ | 2605/7316 [00:25<00:29, 161.29it/s]\n9935 27.4249 : 36%|███▌ | 2605/7316 [00:25<00:29, 161.29it/s]\n9935 27.4249 : 36%|███▌ | 2622/7316 [00:25<00:28, 163.63it/s]\n9955 28.0137 : 36%|███▌ | 2622/7316 [00:25<00:28, 163.63it/s]\n9955 28.0137 : 36%|███▌ | 2640/7316 [00:25<00:27, 168.03it/s]\n9955 28.0137 : 36%|███▋ | 2658/7316 [00:25<00:27, 170.09it/s]\n9975 29.1900 : 36%|███▋ | 2658/7316 [00:25<00:27, 170.09it/s]\n9975 29.1900 : 37%|███▋ | 2676/7316 [00:25<00:27, 170.77it/s]\n9995 28.2942 : 37%|███▋ | 2676/7316 [00:25<00:27, 170.77it/s]\n9995 28.2942 : 37%|███▋ | 2694/7316 [00:26<00:26, 173.28it/s]\n10015 26.3192 : 37%|███▋ | 2694/7316 [00:26<00:26, 173.28it/s]\n10015 26.3192 : 37%|███▋ | 2713/7316 [00:26<00:25, 178.00it/s]\n10035 26.8407 : 37%|███▋ | 2713/7316 [00:26<00:25, 178.00it/s]\n10035 26.8407 : 37%|███▋ | 2732/7316 [00:26<00:25, 179.41it/s]\n10055 26.3342 : 37%|███▋ | 2732/7316 [00:26<00:25, 179.41it/s]\n10055 26.3342 : 38%|███▊ | 2750/7316 [00:26<00:27, 167.40it/s]\n10075 28.0692 : 38%|███▊ | 2750/7316 [00:26<00:27, 167.40it/s]\n10075 28.0692 : 38%|███▊ | 2767/7316 [00:26<00:29, 155.72it/s]\n10095 28.1601 : 38%|███▊ | 2767/7316 [00:26<00:29, 155.72it/s]\n10095 28.1601 : 38%|███▊ | 2783/7316 [00:26<00:29, 153.90it/s]\n10095 28.1601 : 38%|███▊ | 2799/7316 [00:26<00:29, 151.94it/s]\n10115 28.5135 : 38%|███▊ | 2799/7316 [00:26<00:29, 151.94it/s]\n10115 28.5135 : 38%|███▊ | 2815/7316 [00:26<00:30, 149.26it/s]\n10135 27.4073 : 38%|███▊ | 2815/7316 [00:26<00:30, 149.26it/s]\n10135 27.4073 : 39%|███▊ | 2830/7316 [00:26<00:30, 147.09it/s]\n10155 27.8228 : 39%|███▊ | 2830/7316 [00:27<00:30, 147.09it/s]\n10155 27.8228 : 39%|███▉ | 2845/7316 [00:27<00:30, 147.73it/s]\n10175 28.2461 : 39%|███▉ | 2845/7316 [00:27<00:30, 147.73it/s]\n10175 28.2461 : 39%|███▉ | 2861/7316 [00:27<00:29, 150.35it/s]\n10175 28.2461 : 39%|███▉ | 2877/7316 [00:27<00:29, 152.49it/s]\n10195 26.7041 : 39%|███▉ | 2877/7316 [00:27<00:29, 152.49it/s]\n10195 26.7041 : 40%|███▉ | 2893/7316 [00:27<00:29, 152.07it/s]\n10215 29.0998 : 40%|███▉ | 2893/7316 [00:27<00:29, 152.07it/s]\n10215 29.0998 : 40%|███▉ | 2909/7316 [00:27<00:33, 133.45it/s]\n10235 27.5880 : 40%|███▉ | 2909/7316 [00:27<00:33, 133.45it/s]\n10235 27.5880 : 40%|███▉ | 2923/7316 [00:27<00:34, 128.49it/s]\n10235 27.5880 : 40%|████ | 2937/7316 [00:27<00:34, 127.75it/s]\n10255 27.1751 : 40%|████ | 2937/7316 [00:27<00:34, 127.75it/s]\n10255 27.1751 : 40%|████ | 2950/7316 [00:27<00:34, 125.86it/s]\n10275 26.5118 : 40%|████ | 2950/7316 [00:27<00:34, 125.86it/s]\n10275 26.5118 : 41%|████ | 2963/7316 [00:27<00:35, 123.64it/s]\n10275 26.5118 : 41%|████ | 2976/7316 [00:28<00:35, 121.12it/s]\n10295 27.9869 : 41%|████ | 2976/7316 [00:28<00:35, 121.12it/s]\n10295 27.9869 : 41%|████ | 2989/7316 [00:28<00:35, 121.05it/s]\n10315 27.2594 : 41%|████ | 2989/7316 [00:28<00:35, 121.05it/s]\n10315 27.2594 : 41%|████ | 3002/7316 [00:28<00:35, 122.18it/s]\n10315 27.2594 : 41%|████ | 3016/7316 [00:28<00:34, 125.03it/s]\n10335 27.6909 : 41%|████ | 3016/7316 [00:28<00:34, 125.03it/s]\n10335 27.6909 : 41%|████▏ | 3029/7316 [00:28<00:33, 126.25it/s]\n10355 29.5661 : 41%|████▏ | 3029/7316 [00:28<00:33, 126.25it/s]\n10355 29.5661 : 42%|████▏ | 3042/7316 [00:28<00:33, 126.12it/s]\n10355 29.5661 : 42%|████▏ | 3055/7316 [00:28<00:37, 112.18it/s]\n10375 26.3527 : 42%|████▏ | 3055/7316 [00:28<00:37, 112.18it/s]\n10375 26.3527 : 42%|████▏ | 3067/7316 [00:28<00:40, 104.60it/s]\n10375 26.3527 : 42%|████▏ | 3078/7316 [00:28<00:40, 104.07it/s]\n10395 27.3733 : 42%|████▏ | 3078/7316 [00:28<00:40, 104.07it/s]\n10395 27.3733 : 42%|████▏ | 3089/7316 [00:29<00:40, 104.04it/s]\n10415 28.0299 : 42%|████▏ | 3089/7316 [00:29<00:40, 104.04it/s]\n10415 28.0299 : 42%|████▏ | 3100/7316 [00:29<00:40, 103.57it/s]\n10415 28.0299 : 43%|████▎ | 3111/7316 [00:29<00:41, 102.35it/s]\n10435 27.4677 : 43%|████▎ | 3111/7316 [00:29<00:41, 102.35it/s]\n10435 27.4677 : 43%|████▎ | 3122/7316 [00:29<00:41, 100.07it/s]\n10435 27.4677 : 43%|████▎ | 3133/7316 [00:29<00:42, 99.05it/s]\n10455 27.1526 : 43%|████▎ | 3133/7316 [00:29<00:42, 99.05it/s]\n10455 27.1526 : 43%|████▎ | 3143/7316 [00:29<00:42, 98.99it/s]\n10455 27.1526 : 43%|████▎ | 3154/7316 [00:29<00:41, 100.61it/s]\n10475 27.2210 : 43%|████▎ | 3154/7316 [00:29<00:41, 100.61it/s]\n10475 27.2210 : 43%|████▎ | 3165/7316 [00:29<00:40, 102.95it/s]\n10475 27.2210 : 43%|████▎ | 3176/7316 [00:29<00:39, 104.14it/s]\n10495 25.9932 : 43%|████▎ | 3176/7316 [00:29<00:39, 104.14it/s]\n10495 25.9932 : 44%|████▎ | 3187/7316 [00:30<00:39, 103.95it/s]\n10495 25.9932 : 44%|████▎ | 3198/7316 [00:30<00:39, 103.37it/s]\n10515 27.9716 : 44%|████▎ | 3198/7316 [00:30<00:39, 103.37it/s]\n10515 27.9716 : 44%|████▍ | 3209/7316 [00:30<00:44, 92.29it/s]\n10515 27.9716 : 44%|████▍ | 3219/7316 [00:30<00:45, 89.41it/s]\n10535 27.7748 : 44%|████▍ | 3219/7316 [00:30<00:45, 89.41it/s]\n10535 27.7748 : 44%|████▍ | 3229/7316 [00:30<00:44, 91.96it/s]\n10555 26.4199 : 44%|████▍ | 3229/7316 [00:30<00:44, 91.96it/s]\n10555 26.4199 : 44%|████▍ | 3241/7316 [00:30<00:41, 97.96it/s]\n10555 26.4199 : 44%|████▍ | 3253/7316 [00:30<00:39, 102.15it/s]\n10575 27.4015 : 44%|████▍ | 3253/7316 [00:30<00:39, 102.15it/s]\n10575 27.4015 : 45%|████▍ | 3264/7316 [00:30<00:39, 103.83it/s]\n10575 27.4015 : 45%|████▍ | 3275/7316 [00:30<00:38, 103.63it/s]\n10595 27.8967 : 45%|████▍ | 3275/7316 [00:30<00:38, 103.63it/s]\n10595 27.8967 : 45%|████▍ | 3286/7316 [00:31<00:38, 103.53it/s]\n10595 27.8967 : 45%|████▌ | 3297/7316 [00:31<00:38, 103.40it/s]\n10615 26.6560 : 45%|████▌ | 3297/7316 [00:31<00:38, 103.40it/s]\n10615 26.6560 : 45%|████▌ | 3308/7316 [00:31<00:38, 104.64it/s]\n10635 24.6236 : 45%|████▌ | 3308/7316 [00:31<00:38, 104.64it/s]\n10635 24.6236 : 45%|████▌ | 3320/7316 [00:31<00:37, 107.18it/s]\n10635 24.6236 : 46%|████▌ | 3332/7316 [00:31<00:36, 109.56it/s]\n10655 25.9310 : 46%|████▌ | 3332/7316 [00:31<00:36, 109.56it/s]\n10655 25.9310 : 46%|████▌ | 3343/7316 [00:31<00:36, 109.16it/s]\n10655 25.9310 : 46%|████▌ | 3354/7316 [00:31<00:36, 107.46it/s]\n10675 31.9546 : 46%|████▌ | 3354/7316 [00:31<00:36, 107.46it/s]\n10675 31.9546 : 46%|████▌ | 3365/7316 [00:31<00:39, 99.55it/s]\n10675 31.9546 : 46%|████▌ | 3376/7316 [00:31<00:39, 100.74it/s]\n10695 27.2870 : 46%|████▌ | 3376/7316 [00:31<00:39, 100.74it/s]\n10695 27.2870 : 46%|████▋ | 3389/7316 [00:32<00:36, 108.40it/s]\n10715 26.9052 : 46%|████▋ | 3389/7316 [00:32<00:36, 108.40it/s]\n10715 26.9052 : 47%|████▋ | 3402/7316 [00:32<00:34, 114.19it/s]\n10715 26.9052 : 47%|████▋ | 3415/7316 [00:32<00:33, 117.89it/s]\n10735 28.3612 : 47%|████▋ | 3415/7316 [00:32<00:33, 117.89it/s]\n10735 28.3612 : 47%|████▋ | 3428/7316 [00:32<00:32, 119.10it/s]\n10755 26.3940 : 47%|████▋ | 3428/7316 [00:32<00:32, 119.10it/s]\n10755 26.3940 : 47%|████▋ | 3440/7316 [00:32<00:32, 118.43it/s]\n10755 26.3940 : 47%|████▋ | 3453/7316 [00:32<00:32, 119.13it/s]\n10775 27.9437 : 47%|████▋ | 3453/7316 [00:32<00:32, 119.13it/s]\n10775 27.9437 : 47%|████▋ | 3466/7316 [00:32<00:31, 120.97it/s]\n10795 27.0176 : 47%|████▋ | 3466/7316 [00:32<00:31, 120.97it/s]\n10795 27.0176 : 48%|████▊ | 3480/7316 [00:32<00:30, 123.85it/s]\n10795 27.0176 : 48%|████▊ | 3493/7316 [00:32<00:30, 124.14it/s]\n10815 26.2244 : 48%|████▊ | 3493/7316 [00:32<00:30, 124.14it/s]\n10815 26.2244 : 48%|████▊ | 3506/7316 [00:32<00:30, 123.60it/s]\n10815 26.2244 : 48%|████▊ | 3519/7316 [00:33<00:32, 117.82it/s]\n10835 29.4359 : 48%|████▊ | 3519/7316 [00:33<00:32, 117.82it/s]\n10835 29.4359 : 48%|████▊ | 3533/7316 [00:33<00:31, 121.96it/s]\n10855 28.6009 : 48%|████▊ | 3533/7316 [00:33<00:31, 121.96it/s]\n10855 28.6009 : 48%|████▊ | 3548/7316 [00:33<00:29, 129.82it/s]\n10875 28.3281 : 48%|████▊ | 3548/7316 [00:33<00:29, 129.82it/s]\n10875 28.3281 : 49%|████▊ | 3563/7316 [00:33<00:27, 135.09it/s]\n10875 28.3281 : 49%|████▉ | 3578/7316 [00:33<00:27, 137.42it/s]\n10895 27.6391 : 49%|████▉ | 3578/7316 [00:33<00:27, 137.42it/s]\n10895 27.6391 : 49%|████▉ | 3592/7316 [00:33<00:27, 137.36it/s]\n10915 28.2037 : 49%|████▉ | 3592/7316 [00:33<00:27, 137.36it/s]\n10915 28.2037 : 49%|████▉ | 3607/7316 [00:33<00:26, 138.47it/s]\n10935 28.3820 : 49%|████▉ | 3607/7316 [00:33<00:26, 138.47it/s]\n10935 28.3820 : 50%|████▉ | 3622/7316 [00:33<00:26, 140.78it/s]\n10935 28.3820 : 50%|████▉ | 3638/7316 [00:33<00:25, 143.90it/s]\n10955 27.8717 : 50%|████▉ | 3638/7316 [00:33<00:25, 143.90it/s]\n10955 27.8717 : 50%|████▉ | 3653/7316 [00:34<00:25, 143.08it/s]\n10975 31.6736 : 50%|████▉ | 3653/7316 [00:34<00:25, 143.08it/s]\n10975 31.6736 : 50%|█████ | 3668/7316 [00:34<00:27, 132.21it/s]\n10995 29.1873 : 50%|█████ | 3668/7316 [00:34<00:27, 132.21it/s]\n10995 29.1873 : 50%|█████ | 3682/7316 [00:34<00:27, 130.29it/s]\n10995 29.1873 : 51%|█████ | 3697/7316 [00:34<00:26, 135.64it/s]\n11015 27.9077 : 51%|█████ | 3697/7316 [00:34<00:26, 135.64it/s]\n11015 27.9077 : 51%|█████ | 3713/7316 [00:34<00:25, 140.58it/s]\n11035 28.9836 : 51%|█████ | 3713/7316 [00:34<00:25, 140.58it/s]\n11035 28.9836 : 51%|█████ | 3728/7316 [00:34<00:25, 142.42it/s]\n11055 28.4009 : 51%|█████ | 3728/7316 [00:34<00:25, 142.42it/s]\n11055 28.4009 : 51%|█████ | 3743/7316 [00:34<00:25, 142.06it/s]\n11055 28.4009 : 51%|█████▏ | 3758/7316 [00:34<00:24, 143.16it/s]\n11075 28.1314 : 51%|█████▏ | 3758/7316 [00:34<00:24, 143.16it/s]\n11075 28.1314 : 52%|█████▏ | 3774/7316 [00:34<00:24, 146.46it/s]\n11095 27.6159 : 52%|█████▏ | 3774/7316 [00:34<00:24, 146.46it/s]\n11095 27.6159 : 52%|█████▏ | 3790/7316 [00:34<00:23, 149.62it/s]\n11115 27.9060 : 52%|█████▏ | 3790/7316 [00:35<00:23, 149.62it/s]\n11115 27.9060 : 52%|█████▏ | 3805/7316 [00:35<00:23, 148.88it/s]\n11135 32.8266 : 52%|█████▏ | 3805/7316 [00:35<00:23, 148.88it/s]\n11135 32.8266 : 52%|█████▏ | 3820/7316 [00:35<00:26, 132.45it/s]\n11135 32.8266 : 52%|█████▏ | 3834/7316 [00:35<00:27, 126.07it/s]\n11155 29.8953 : 52%|█████▏ | 3834/7316 [00:35<00:27, 126.07it/s]\n11155 29.8953 : 53%|█████▎ | 3848/7316 [00:35<00:27, 127.59it/s]\n11175 28.5281 : 53%|█████▎ | 3848/7316 [00:35<00:27, 127.59it/s]\n11175 28.5281 : 53%|█████▎ | 3862/7316 [00:35<00:26, 130.08it/s]\n11175 28.5281 : 53%|█████▎ | 3876/7316 [00:35<00:26, 130.26it/s]\n11195 26.3801 : 53%|█████▎ | 3876/7316 [00:35<00:26, 130.26it/s]\n11195 26.3801 : 53%|█████▎ | 3890/7316 [00:35<00:26, 130.15it/s]\n11215 26.8894 : 53%|█████▎ | 3890/7316 [00:35<00:26, 130.15it/s]\n11215 26.8894 : 53%|█████▎ | 3904/7316 [00:35<00:26, 130.41it/s]\n11215 26.8894 : 54%|█████▎ | 3918/7316 [00:35<00:25, 132.43it/s]\n11235 27.8097 : 54%|█████▎ | 3918/7316 [00:36<00:25, 132.43it/s]\n11235 27.8097 : 54%|█████▍ | 3933/7316 [00:36<00:24, 136.60it/s]\n11255 27.6062 : 54%|█████▍ | 3933/7316 [00:36<00:24, 136.60it/s]\n11255 27.6062 : 54%|█████▍ | 3948/7316 [00:36<00:24, 138.94it/s]\n11275 27.1149 : 54%|█████▍ | 3948/7316 [00:36<00:24, 138.94it/s]\n11275 27.1149 : 54%|█████▍ | 3962/7316 [00:36<00:24, 138.21it/s]\n11275 27.1149 : 54%|█████▍ | 3976/7316 [00:36<00:30, 111.12it/s]\n11295 30.4257 : 54%|█████▍ | 3976/7316 [00:36<00:30, 111.12it/s]\n11295 30.4257 : 55%|█████▍ | 3988/7316 [00:36<00:31, 105.96it/s]\n11315 27.8696 : 55%|█████▍ | 3988/7316 [00:36<00:31, 105.96it/s]\n11315 27.8696 : 55%|█████▍ | 4000/7316 [00:36<00:31, 106.23it/s]\n11315 27.8696 : 55%|█████▍ | 4012/7316 [00:36<00:30, 108.49it/s]\n11335 28.5558 : 55%|█████▍ | 4012/7316 [00:36<00:30, 108.49it/s]\n11335 28.5558 : 55%|█████▌ | 4024/7316 [00:36<00:30, 108.57it/s]\n11335 28.5558 : 55%|█████▌ | 4036/7316 [00:37<00:30, 109.06it/s]\n11355 29.1117 : 55%|█████▌ | 4036/7316 [00:37<00:30, 109.06it/s]\n11355 29.1117 : 55%|█████▌ | 4048/7316 [00:37<00:30, 108.20it/s]\n11375 28.4248 : 55%|█████▌ | 4048/7316 [00:37<00:30, 108.20it/s]\n11375 28.4248 : 55%|█████▌ | 4060/7316 [00:37<00:29, 109.47it/s]\n11375 28.4248 : 56%|█████▌ | 4072/7316 [00:37<00:28, 111.93it/s]\n11395 27.7401 : 56%|█████▌ | 4072/7316 [00:37<00:28, 111.93it/s]\n11395 27.7401 : 56%|█████▌ | 4085/7316 [00:37<00:27, 115.45it/s]\n11395 27.7401 : 56%|█████▌ | 4098/7316 [00:37<00:27, 117.41it/s]\n11415 27.9362 : 56%|█████▌ | 4098/7316 [00:37<00:27, 117.41it/s]\n11415 27.9362 : 56%|█████▌ | 4110/7316 [00:37<00:27, 116.88it/s]\n11435 29.9203 : 56%|█████▌ | 4110/7316 [00:37<00:27, 116.88it/s]\n11435 29.9203 : 56%|█████▋ | 4122/7316 [00:37<00:31, 100.69it/s]\n11435 29.9203 : 56%|█████▋ | 4133/7316 [00:38<00:36, 86.85it/s]\n11455 28.2293 : 56%|█████▋ | 4133/7316 [00:38<00:36, 86.85it/s]\n11455 28.2293 : 57%|█████▋ | 4143/7316 [00:38<00:37, 85.25it/s]\n11455 28.2293 : 57%|█████▋ | 4152/7316 [00:38<00:36, 86.12it/s]\n11475 27.5451 : 57%|█████▋ | 4152/7316 [00:38<00:36, 86.12it/s]\n11475 27.5451 : 57%|█████▋ | 4162/7316 [00:38<00:35, 88.03it/s]\n11475 27.5451 : 57%|█████▋ | 4172/7316 [00:38<00:35, 88.67it/s]\n11495 27.2049 : 57%|█████▋ | 4172/7316 [00:38<00:35, 88.67it/s]\n11495 27.2049 : 57%|█████▋ | 4182/7316 [00:38<00:35, 88.91it/s]\n11495 27.2049 : 57%|█████▋ | 4192/7316 [00:38<00:35, 88.94it/s]\n11515 25.7442 : 57%|█████▋ | 4192/7316 [00:38<00:35, 88.94it/s]\n11515 25.7442 : 57%|█████▋ | 4201/7316 [00:38<00:35, 88.51it/s]\n11515 25.7442 : 58%|█████▊ | 4211/7316 [00:38<00:34, 90.35it/s]\n11535 27.2896 : 58%|█████▊ | 4211/7316 [00:38<00:34, 90.35it/s]\n11535 27.2896 : 58%|█████▊ | 4221/7316 [00:38<00:33, 92.54it/s]\n11535 27.2896 : 58%|█████▊ | 4232/7316 [00:39<00:32, 95.31it/s]\n11555 27.4732 : 58%|█████▊ | 4232/7316 [00:39<00:32, 95.31it/s]\n11555 27.4732 : 58%|█████▊ | 4243/7316 [00:39<00:31, 96.75it/s]\n11555 27.4732 : 58%|█████▊ | 4253/7316 [00:39<00:31, 96.82it/s]\n11575 27.5506 : 58%|█████▊ | 4253/7316 [00:39<00:31, 96.82it/s]\n11575 27.5506 : 58%|█████▊ | 4263/7316 [00:39<00:31, 96.49it/s]\n11575 27.5506 : 58%|█████▊ | 4273/7316 [00:39<00:34, 89.15it/s]\n11595 28.0481 : 58%|█████▊ | 4273/7316 [00:39<00:34, 89.15it/s]\n11595 28.0481 : 59%|█████▊ | 4283/7316 [00:39<00:37, 80.38it/s]\n11595 28.0481 : 59%|█████▊ | 4292/7316 [00:39<00:37, 80.17it/s]\n11615 26.8105 : 59%|█████▊ | 4292/7316 [00:39<00:37, 80.17it/s]\n11615 26.8105 : 59%|█████▉ | 4301/7316 [00:39<00:36, 82.09it/s]\n11615 26.8105 : 59%|█████▉ | 4311/7316 [00:40<00:35, 84.70it/s]\n11635 28.2797 : 59%|█████▉ | 4311/7316 [00:40<00:35, 84.70it/s]\n11635 28.2797 : 59%|█████▉ | 4321/7316 [00:40<00:34, 86.45it/s]\n11635 28.2797 : 59%|█████▉ | 4330/7316 [00:40<00:34, 86.21it/s]\n11635 28.2797 : 59%|█████▉ | 4339/7316 [00:40<00:34, 86.07it/s]\n11655 27.1546 : 59%|█████▉ | 4339/7316 [00:40<00:34, 86.07it/s]\n11655 27.1546 : 59%|█████▉ | 4348/7316 [00:40<00:34, 85.56it/s]\n11655 27.1546 : 60%|█████▉ | 4357/7316 [00:40<00:34, 85.52it/s]\n11675 25.7298 : 60%|█████▉ | 4357/7316 [00:40<00:34, 85.52it/s]\n11675 25.7298 : 60%|█████▉ | 4366/7316 [00:40<00:34, 86.68it/s]\n11675 25.7298 : 60%|█████▉ | 4376/7316 [00:40<00:33, 88.21it/s]\n11695 26.5604 : 60%|█████▉ | 4376/7316 [00:40<00:33, 88.21it/s]\n11695 26.5604 : 60%|█████▉ | 4386/7316 [00:40<00:32, 90.52it/s]\n11695 26.5604 : 60%|██████ | 4396/7316 [00:40<00:31, 92.42it/s]\n11715 27.4317 : 60%|██████ | 4396/7316 [00:41<00:31, 92.42it/s]\n11715 27.4317 : 60%|██████ | 4406/7316 [00:41<00:31, 91.61it/s]\n11715 27.4317 : 60%|██████ | 4416/7316 [00:41<00:32, 89.08it/s]\n11735 24.9293 : 60%|██████ | 4416/7316 [00:41<00:32, 89.08it/s]\n11735 24.9293 : 60%|██████ | 4425/7316 [00:41<00:34, 83.33it/s]\n11735 24.9293 : 61%|██████ | 4434/7316 [00:41<00:36, 79.60it/s]\n11755 28.9083 : 61%|██████ | 4434/7316 [00:41<00:36, 79.60it/s]\n11755 28.9083 : 61%|██████ | 4443/7316 [00:41<00:35, 81.06it/s]\n11755 28.9083 : 61%|██████ | 4453/7316 [00:41<00:33, 84.98it/s]\n11775 27.3063 : 61%|██████ | 4453/7316 [00:41<00:33, 84.98it/s]\n11775 27.3063 : 61%|██████ | 4463/7316 [00:41<00:32, 88.77it/s]\n11775 27.3063 : 61%|██████ | 4473/7316 [00:41<00:30, 91.73it/s]\n11795 29.2772 : 61%|██████ | 4473/7316 [00:41<00:30, 91.73it/s]\n11795 29.2772 : 61%|██████▏ | 4483/7316 [00:41<00:30, 92.13it/s]\n11795 29.2772 : 61%|██████▏ | 4493/7316 [00:42<00:30, 92.12it/s]\n11815 29.7016 : 61%|██████▏ | 4493/7316 [00:42<00:30, 92.12it/s]\n11815 29.7016 : 62%|██████▏ | 4503/7316 [00:42<00:30, 90.93it/s]\n11815 29.7016 : 62%|██████▏ | 4513/7316 [00:42<00:30, 91.80it/s]\n11835 28.4920 : 62%|██████▏ | 4513/7316 [00:42<00:30, 91.80it/s]\n11835 28.4920 : 62%|██████▏ | 4523/7316 [00:42<00:29, 93.78it/s]\n11835 28.4920 : 62%|██████▏ | 4534/7316 [00:42<00:28, 96.47it/s]\n11855 26.8129 : 62%|██████▏ | 4534/7316 [00:42<00:28, 96.47it/s]\n11855 26.8129 : 62%|██████▏ | 4545/7316 [00:42<00:28, 97.53it/s]\n11855 26.8129 : 62%|██████▏ | 4555/7316 [00:42<00:28, 97.33it/s]\n11875 27.9193 : 62%|██████▏ | 4555/7316 [00:42<00:28, 97.33it/s]\n11875 27.9193 : 62%|██████▏ | 4565/7316 [00:42<00:28, 96.54it/s]\n11875 27.9193 : 63%|██████▎ | 4575/7316 [00:42<00:29, 91.79it/s]\n11895 30.3734 : 63%|██████▎ | 4575/7316 [00:43<00:29, 91.79it/s]\n11895 30.3734 : 63%|██████▎ | 4585/7316 [00:43<00:31, 86.61it/s]\n11895 30.3734 : 63%|██████▎ | 4595/7316 [00:43<00:30, 88.45it/s]\n11915 27.3577 : 63%|██████▎ | 4595/7316 [00:43<00:30, 88.45it/s]\n11915 27.3577 : 63%|██████▎ | 4606/7316 [00:43<00:29, 92.52it/s]\n11915 27.3577 : 63%|██████▎ | 4617/7316 [00:43<00:28, 96.30it/s]\n11935 27.3590 : 63%|██████▎ | 4617/7316 [00:43<00:28, 96.30it/s]\n11935 27.3590 : 63%|██████▎ | 4628/7316 [00:43<00:27, 98.40it/s]\n11935 27.3590 : 63%|██████▎ | 4638/7316 [00:43<00:27, 98.29it/s]\n11955 27.7534 : 63%|██████▎ | 4638/7316 [00:43<00:27, 98.29it/s]\n11955 27.7534 : 64%|██████▎ | 4648/7316 [00:43<00:27, 97.07it/s]\n11955 27.7534 : 64%|██████▎ | 4658/7316 [00:43<00:27, 97.49it/s]\n11975 25.0676 : 64%|██████▎ | 4658/7316 [00:43<00:27, 97.49it/s]\n11975 25.0676 : 64%|██████▍ | 4669/7316 [00:43<00:26, 98.92it/s]\n11975 25.0676 : 64%|██████▍ | 4679/7316 [00:44<00:26, 98.98it/s]\n11995 28.1923 : 64%|██████▍ | 4679/7316 [00:44<00:26, 98.98it/s]\n11995 28.1923 : 64%|██████▍ | 4690/7316 [00:44<00:26, 100.48it/s]\n12015 27.4804 : 64%|██████▍ | 4690/7316 [00:44<00:26, 100.48it/s]\n12015 27.4804 : 64%|██████▍ | 4701/7316 [00:44<00:25, 102.47it/s]\n12015 27.4804 : 64%|██████▍ | 4712/7316 [00:44<00:25, 102.92it/s]\n12035 27.7512 : 64%|██████▍ | 4712/7316 [00:44<00:25, 102.92it/s]\n12035 27.7512 : 65%|██████▍ | 4723/7316 [00:44<00:25, 101.00it/s]\n12035 27.7512 : 65%|██████▍ | 4734/7316 [00:44<00:28, 91.98it/s]\n12055 28.8944 : 65%|██████▍ | 4734/7316 [00:44<00:28, 91.98it/s]\n12055 28.8944 : 65%|██████▍ | 4744/7316 [00:44<00:28, 91.35it/s]\n12055 28.8944 : 65%|██████▍ | 4755/7316 [00:44<00:26, 94.86it/s]\n12075 29.4569 : 65%|██████▍ | 4755/7316 [00:44<00:26, 94.86it/s]\n12075 29.4569 : 65%|██████▌ | 4766/7316 [00:44<00:25, 98.16it/s]\n12075 29.4569 : 65%|██████▌ | 4777/7316 [00:45<00:25, 99.50it/s]\n12095 28.5399 : 65%|██████▌ | 4777/7316 [00:45<00:25, 99.50it/s]\n12095 28.5399 : 65%|██████▌ | 4788/7316 [00:45<00:25, 98.40it/s]\n12095 28.5399 : 66%|██████▌ | 4798/7316 [00:45<00:25, 98.22it/s]\n12115 28.9443 : 66%|██████▌ | 4798/7316 [00:45<00:25, 98.22it/s]\n12115 28.9443 : 66%|██████▌ | 4808/7316 [00:45<00:25, 97.59it/s]\n12115 28.9443 : 66%|██████▌ | 4818/7316 [00:45<00:25, 97.79it/s]\n12135 27.0868 : 66%|██████▌ | 4818/7316 [00:45<00:25, 97.79it/s]\n12135 27.0868 : 66%|██████▌ | 4828/7316 [00:45<00:25, 97.65it/s]\n12135 27.0868 : 66%|██████▌ | 4838/7316 [00:45<00:25, 98.18it/s]\n12155 27.4485 : 66%|██████▌ | 4838/7316 [00:45<00:25, 98.18it/s]\n12155 27.4485 : 66%|██████▋ | 4849/7316 [00:45<00:24, 100.03it/s]\n12175 28.0209 : 66%|██████▋ | 4849/7316 [00:45<00:24, 100.03it/s]\n12175 28.0209 : 66%|██████▋ | 4860/7316 [00:45<00:24, 101.12it/s]\n12175 28.0209 : 67%|██████▋ | 4871/7316 [00:45<00:24, 99.33it/s]\n12195 30.9666 : 67%|██████▋ | 4871/7316 [00:46<00:24, 99.33it/s]\n12195 30.9666 : 67%|██████▋ | 4881/7316 [00:46<00:26, 93.56it/s]\n12195 30.9666 : 67%|██████▋ | 4891/7316 [00:46<00:27, 88.76it/s]\n12215 28.7925 : 67%|██████▋ | 4891/7316 [00:46<00:27, 88.76it/s]\n12215 28.7925 : 67%|██████▋ | 4901/7316 [00:46<00:26, 90.27it/s]\n12215 28.7925 : 67%|██████▋ | 4912/7316 [00:46<00:25, 93.45it/s]\n12235 28.6164 : 67%|██████▋ | 4912/7316 [00:46<00:25, 93.45it/s]\n12235 28.6164 : 67%|██████▋ | 4923/7316 [00:46<00:25, 95.71it/s]\n12235 28.6164 : 67%|██████▋ | 4933/7316 [00:46<00:24, 95.63it/s]\n12255 28.5542 : 67%|██████▋ | 4933/7316 [00:46<00:24, 95.63it/s]\n12255 28.5542 : 68%|██████▊ | 4943/7316 [00:46<00:24, 95.11it/s]\n12255 28.5542 : 68%|██████▊ | 4953/7316 [00:46<00:25, 94.32it/s]\n12275 26.2647 : 68%|██████▊ | 4953/7316 [00:46<00:25, 94.32it/s]\n12275 26.2647 : 68%|██████▊ | 4963/7316 [00:46<00:25, 93.55it/s]\n12275 26.2647 : 68%|██████▊ | 4973/7316 [00:47<00:24, 94.43it/s]\n12295 28.8232 : 68%|██████▊ | 4973/7316 [00:47<00:24, 94.43it/s]\n12295 28.8232 : 68%|██████▊ | 4983/7316 [00:47<00:24, 95.09it/s]\n12295 28.8232 : 68%|██████▊ | 4994/7316 [00:47<00:23, 97.38it/s]\n12315 27.7455 : 68%|██████▊ | 4994/7316 [00:47<00:23, 97.38it/s]\n12315 27.7455 : 68%|██████▊ | 5005/7316 [00:47<00:23, 98.58it/s]\n12315 27.7455 : 69%|██████▊ | 5015/7316 [00:47<00:23, 98.69it/s]\n12335 26.2802 : 69%|██████▊ | 5015/7316 [00:47<00:23, 98.69it/s]\n12335 26.2802 : 69%|██████▊ | 5025/7316 [00:47<00:23, 96.68it/s]\n12335 26.2802 : 69%|██████▉ | 5035/7316 [00:47<00:25, 89.50it/s]\n12355 27.5662 : 69%|██████▉ | 5035/7316 [00:47<00:25, 89.50it/s]\n12355 27.5662 : 69%|██████▉ | 5045/7316 [00:47<00:26, 85.09it/s]\n12355 27.5662 : 69%|██████▉ | 5055/7316 [00:47<00:26, 86.96it/s]\n12375 25.8594 : 69%|██████▉ | 5055/7316 [00:48<00:26, 86.96it/s]\n12375 25.8594 : 69%|██████▉ | 5065/7316 [00:48<00:25, 89.11it/s]\n12375 25.8594 : 69%|██████▉ | 5075/7316 [00:48<00:24, 91.19it/s]\n12395 27.6090 : 69%|██████▉ | 5075/7316 [00:48<00:24, 91.19it/s]\n12395 27.6090 : 70%|██████▉ | 5085/7316 [00:48<00:24, 90.14it/s]\n12395 27.6090 : 70%|██████▉ | 5095/7316 [00:48<00:25, 88.50it/s]\n12415 24.8159 : 70%|██████▉ | 5095/7316 [00:48<00:25, 88.50it/s]\n12415 24.8159 : 70%|██████▉ | 5104/7316 [00:48<00:25, 86.97it/s]\n12415 24.8159 : 70%|██████▉ | 5113/7316 [00:48<00:25, 85.63it/s]\n12435 24.9719 : 70%|██████▉ | 5113/7316 [00:48<00:25, 85.63it/s]\n12435 24.9719 : 70%|███████ | 5122/7316 [00:48<00:25, 86.17it/s]\n12435 24.9719 : 70%|███████ | 5131/7316 [00:48<00:25, 86.93it/s]\n12455 26.5474 : 70%|███████ | 5131/7316 [00:48<00:25, 86.93it/s]\n12455 26.5474 : 70%|███████ | 5141/7316 [00:48<00:24, 87.96it/s]\n12455 26.5474 : 70%|███████ | 5151/7316 [00:49<00:23, 90.38it/s]\n12475 26.4092 : 70%|███████ | 5151/7316 [00:49<00:23, 90.38it/s]\n12475 26.4092 : 71%|███████ | 5161/7316 [00:49<00:23, 91.50it/s]\n12475 26.4092 : 71%|███████ | 5171/7316 [00:49<00:23, 90.64it/s]\n12495 25.5379 : 71%|███████ | 5171/7316 [00:49<00:23, 90.64it/s]\n12495 25.5379 : 71%|███████ | 5181/7316 [00:49<00:24, 88.39it/s]\n12495 25.5379 : 71%|███████ | 5190/7316 [00:49<00:26, 80.09it/s]\n12495 25.5379 : 71%|███████ | 5199/7316 [00:49<00:26, 78.96it/s]\n12515 28.2855 : 71%|███████ | 5199/7316 [00:49<00:26, 78.96it/s]\n12515 28.2855 : 71%|███████ | 5208/7316 [00:49<00:26, 80.35it/s]\n12515 28.2855 : 71%|███████▏ | 5218/7316 [00:49<00:25, 83.35it/s]\n12535 26.8461 : 71%|███████▏ | 5218/7316 [00:49<00:25, 83.35it/s]\n12535 26.8461 : 71%|███████▏ | 5228/7316 [00:49<00:24, 85.87it/s]\n12535 26.8461 : 72%|███████▏ | 5237/7316 [00:50<00:24, 86.14it/s]\n12555 26.5173 : 72%|███████▏ | 5237/7316 [00:50<00:24, 86.14it/s]\n12555 26.5173 : 72%|███████▏ | 5246/7316 [00:50<00:24, 85.35it/s]\n12555 26.5173 : 72%|███████▏ | 5255/7316 [00:50<00:24, 84.17it/s]\n12575 27.7087 : 72%|███████▏ | 5255/7316 [00:50<00:24, 84.17it/s]\n12575 27.7087 : 72%|███████▏ | 5264/7316 [00:50<00:24, 82.62it/s]\n12575 27.7087 : 72%|███████▏ | 5273/7316 [00:50<00:24, 82.35it/s]\n12595 26.2266 : 72%|███████▏ | 5273/7316 [00:50<00:24, 82.35it/s]\n12595 26.2266 : 72%|███████▏ | 5282/7316 [00:50<00:24, 83.08it/s]\n12595 26.2266 : 72%|███████▏ | 5291/7316 [00:50<00:24, 83.61it/s]\n12615 26.1104 : 72%|███████▏ | 5291/7316 [00:50<00:24, 83.61it/s]\n12615 26.1104 : 72%|███████▏ | 5300/7316 [00:50<00:23, 85.21it/s]\n12615 26.1104 : 73%|███████▎ | 5310/7316 [00:50<00:23, 87.19it/s]\n12615 26.1104 : 73%|███████▎ | 5319/7316 [00:51<00:22, 87.56it/s]\n12635 26.5844 : 73%|███████▎ | 5319/7316 [00:51<00:22, 87.56it/s]\n12635 26.5844 : 73%|███████▎ | 5328/7316 [00:51<00:22, 86.83it/s]\n12635 26.5844 : 73%|███████▎ | 5337/7316 [00:51<00:23, 84.29it/s]\n12655 30.6779 : 73%|███████▎ | 5337/7316 [00:51<00:23, 84.29it/s]\n12655 30.6779 : 73%|███████▎ | 5346/7316 [00:51<00:24, 81.08it/s]\n12655 30.6779 : 73%|███████▎ | 5355/7316 [00:51<00:24, 78.67it/s]\n12675 26.3024 : 73%|███████▎ | 5355/7316 [00:51<00:24, 78.67it/s]\n12675 26.3024 : 73%|███████▎ | 5364/7316 [00:51<00:24, 80.45it/s]\n12675 26.3024 : 73%|███████▎ | 5375/7316 [00:51<00:22, 86.85it/s]\n12695 25.5862 : 73%|███████▎ | 5375/7316 [00:51<00:22, 86.85it/s]\n12695 25.5862 : 74%|███████▎ | 5387/7316 [00:51<00:20, 93.75it/s]\n12695 25.5862 : 74%|███████▍ | 5398/7316 [00:51<00:19, 97.75it/s]\n12715 23.7240 : 74%|███████▍ | 5398/7316 [00:51<00:19, 97.75it/s]\n12715 23.7240 : 74%|███████▍ | 5409/7316 [00:52<00:18, 100.55it/s]\n12735 25.0042 : 74%|███████▍ | 5409/7316 [00:52<00:18, 100.55it/s]\n12735 25.0042 : 74%|███████▍ | 5420/7316 [00:52<00:18, 101.45it/s]\n12735 25.0042 : 74%|███████▍ | 5431/7316 [00:52<00:18, 102.22it/s]\n12755 25.5726 : 74%|███████▍ | 5431/7316 [00:52<00:18, 102.22it/s]\n12755 25.5726 : 74%|███████▍ | 5442/7316 [00:52<00:17, 104.13it/s]\n12755 25.5726 : 75%|███████▍ | 5454/7316 [00:52<00:17, 107.51it/s]\n12775 25.6050 : 75%|███████▍ | 5454/7316 [00:52<00:17, 107.51it/s]\n12775 25.6050 : 75%|███████▍ | 5466/7316 [00:52<00:16, 109.88it/s]\n12775 25.6050 : 75%|███████▍ | 5478/7316 [00:52<00:16, 111.09it/s]\n12795 24.7602 : 75%|███████▍ | 5478/7316 [00:52<00:16, 111.09it/s]\n12795 24.7602 : 75%|███████▌ | 5490/7316 [00:52<00:16, 109.49it/s]\n12815 28.5771 : 75%|███████▌ | 5490/7316 [00:52<00:16, 109.49it/s]\n12815 28.5771 : 75%|███████▌ | 5501/7316 [00:52<00:17, 102.22it/s]\n12815 28.5771 : 75%|███████▌ | 5512/7316 [00:53<00:17, 101.60it/s]\n12835 27.4659 : 75%|███████▌ | 5512/7316 [00:53<00:17, 101.60it/s]\n12835 27.4659 : 76%|███████▌ | 5525/7316 [00:53<00:16, 107.66it/s]\n12835 27.4659 : 76%|███████▌ | 5539/7316 [00:53<00:15, 115.19it/s]\n12855 26.3942 : 76%|███████▌ | 5539/7316 [00:53<00:15, 115.19it/s]\n12855 26.3942 : 76%|███████▌ | 5552/7316 [00:53<00:14, 119.10it/s]\n12875 26.4560 : 76%|███████▌ | 5552/7316 [00:53<00:14, 119.10it/s]\n12875 26.4560 : 76%|███████▌ | 5565/7316 [00:53<00:14, 119.45it/s]\n12875 26.4560 : 76%|███████▌ | 5577/7316 [00:53<00:14, 119.51it/s]\n12895 27.5577 : 76%|███████▌ | 5577/7316 [00:53<00:14, 119.51it/s]\n12895 27.5577 : 76%|███████▋ | 5590/7316 [00:53<00:14, 121.25it/s]\n12915 24.9862 : 76%|███████▋ | 5590/7316 [00:53<00:14, 121.25it/s]\n12915 24.9862 : 77%|███████▋ | 5604/7316 [00:53<00:13, 124.00it/s]\n12915 24.9862 : 77%|███████▋ | 5618/7316 [00:53<00:13, 126.22it/s]\n12935 27.2799 : 77%|███████▋ | 5618/7316 [00:53<00:13, 126.22it/s]\n12935 27.2799 : 77%|███████▋ | 5631/7316 [00:53<00:13, 126.64it/s]\n12955 30.3417 : 77%|███████▋ | 5631/7316 [00:54<00:13, 126.64it/s]\n12955 30.3417 : 77%|███████▋ | 5644/7316 [00:54<00:13, 122.47it/s]\n12955 30.3417 : 77%|███████▋ | 5657/7316 [00:54<00:14, 111.62it/s]\n12975 31.5398 : 77%|███████▋ | 5657/7316 [00:54<00:14, 111.62it/s]\n12975 31.5398 : 77%|███████▋ | 5669/7316 [00:54<00:14, 111.21it/s]\n12995 27.4678 : 77%|███████▋ | 5669/7316 [00:54<00:14, 111.21it/s]\n12995 27.4678 : 78%|███████▊ | 5682/7316 [00:54<00:14, 115.92it/s]\n12995 27.4678 : 78%|███████▊ | 5696/7316 [00:54<00:13, 121.39it/s]\n13015 27.1682 : 78%|███████▊ | 5696/7316 [00:54<00:13, 121.39it/s]\n13015 27.1682 : 78%|███████▊ | 5709/7316 [00:54<00:13, 123.61it/s]\n13035 28.1011 : 78%|███████▊ | 5709/7316 [00:54<00:13, 123.61it/s]\n13035 28.1011 : 78%|███████▊ | 5722/7316 [00:54<00:12, 122.62it/s]\n13035 28.1011 : 78%|███████▊ | 5735/7316 [00:54<00:12, 122.64it/s]\n13055 27.1550 : 78%|███████▊ | 5735/7316 [00:54<00:12, 122.64it/s]\n13055 27.1550 : 79%|███████▊ | 5748/7316 [00:54<00:12, 124.10it/s]\n13075 28.7909 : 79%|███████▊ | 5748/7316 [00:55<00:12, 124.10it/s]\n13075 28.7909 : 79%|███████▉ | 5762/7316 [00:55<00:12, 127.19it/s]\n13075 28.7909 : 79%|███████▉ | 5775/7316 [00:55<00:12, 127.74it/s]\n13095 27.8492 : 79%|███████▉ | 5775/7316 [00:55<00:12, 127.74it/s]\n13095 27.8492 : 79%|███████▉ | 5788/7316 [00:55<00:11, 127.86it/s]\n13115 30.2859 : 79%|███████▉ | 5788/7316 [00:55<00:11, 127.86it/s]\n13115 30.2859 : 79%|███████▉ | 5801/7316 [00:55<00:14, 107.59it/s]\n13115 30.2859 : 79%|███████▉ | 5813/7316 [00:55<00:15, 95.48it/s]\n13135 27.3709 : 79%|███████▉ | 5813/7316 [00:55<00:15, 95.48it/s]\n13135 27.3709 : 80%|███████▉ | 5824/7316 [00:55<00:15, 94.64it/s]\n13135 27.3709 : 80%|███████▉ | 5835/7316 [00:55<00:15, 96.53it/s]\n13155 26.7037 : 80%|███████▉ | 5835/7316 [00:55<00:15, 96.53it/s]\n13155 26.7037 : 80%|███████▉ | 5846/7316 [00:55<00:14, 99.51it/s]\n13155 26.7037 : 80%|████████ | 5857/7316 [00:56<00:14, 101.64it/s]\n13175 26.3787 : 80%|████████ | 5857/7316 [00:56<00:14, 101.64it/s]\n13175 26.3787 : 80%|████████ | 5868/7316 [00:56<00:14, 99.91it/s]\n13175 26.3787 : 80%|████████ | 5879/7316 [00:56<00:14, 99.92it/s]\n13195 27.7917 : 80%|████████ | 5879/7316 [00:56<00:14, 99.92it/s]\n13195 27.7917 : 81%|████████ | 5890/7316 [00:56<00:14, 100.10it/s]\n13215 27.3636 : 81%|████████ | 5890/7316 [00:56<00:14, 100.10it/s]\n13215 27.3636 : 81%|████████ | 5901/7316 [00:56<00:13, 101.60it/s]\n13215 27.3636 : 81%|████████ | 5913/7316 [00:56<00:13, 104.70it/s]\n13235 27.6417 : 81%|████████ | 5913/7316 [00:56<00:13, 104.70it/s]\n13235 27.6417 : 81%|████████ | 5925/7316 [00:56<00:13, 106.40it/s]\n13235 27.6417 : 81%|████████ | 5936/7316 [00:56<00:12, 107.19it/s]\n13255 28.4328 : 81%|████████ | 5936/7316 [00:56<00:12, 107.19it/s]\n13255 28.4328 : 81%|████████▏ | 5947/7316 [00:56<00:13, 103.63it/s]\n13255 28.4328 : 81%|████████▏ | 5958/7316 [00:57<00:14, 95.90it/s]\n13275 29.8075 : 81%|████████▏ | 5958/7316 [00:57<00:14, 95.90it/s]\n13275 29.8075 : 82%|████████▏ | 5968/7316 [00:57<00:14, 95.95it/s]\n13295 28.9931 : 82%|████████▏ | 5968/7316 [00:57<00:14, 95.95it/s]\n13295 28.9931 : 82%|████████▏ | 5980/7316 [00:57<00:13, 101.77it/s]\n13295 28.9931 : 82%|████████▏ | 5993/7316 [00:57<00:12, 108.06it/s]\n13315 27.7068 : 82%|████████▏ | 5993/7316 [00:57<00:12, 108.06it/s]\n13315 27.7068 : 82%|████████▏ | 6006/7316 [00:57<00:11, 111.84it/s]\n13315 27.7068 : 82%|████████▏ | 6018/7316 [00:57<00:11, 113.34it/s]\n13335 28.5524 : 82%|████████▏ | 6018/7316 [00:57<00:11, 113.34it/s]\n13335 28.5524 : 82%|████████▏ | 6030/7316 [00:57<00:11, 113.76it/s]\n13355 27.6509 : 82%|████████▏ | 6030/7316 [00:57<00:11, 113.76it/s]\n13355 27.6509 : 83%|████████▎ | 6042/7316 [00:57<00:11, 114.90it/s]\n13355 27.6509 : 83%|████████▎ | 6055/7316 [00:57<00:10, 117.93it/s]\n13375 26.0646 : 83%|████████▎ | 6055/7316 [00:57<00:10, 117.93it/s]\n13375 26.0646 : 83%|████████▎ | 6069/7316 [00:57<00:10, 121.98it/s]\n13395 27.1411 : 83%|████████▎ | 6069/7316 [00:58<00:10, 121.98it/s]\n13395 27.1411 : 83%|████████▎ | 6082/7316 [00:58<00:09, 123.74it/s]\n13395 27.1411 : 83%|████████▎ | 6095/7316 [00:58<00:09, 124.45it/s]\n13415 30.4912 : 83%|████████▎ | 6095/7316 [00:58<00:09, 124.45it/s]\n13415 30.4912 : 83%|████████▎ | 6108/7316 [00:58<00:10, 116.90it/s]\n13435 29.1663 : 83%|████████▎ | 6108/7316 [00:58<00:10, 116.90it/s]\n13435 29.1663 : 84%|████████▎ | 6120/7316 [00:58<00:10, 117.53it/s]\n13435 29.1663 : 84%|████████▍ | 6135/7316 [00:58<00:09, 125.76it/s]\n13455 28.0277 : 84%|████████▍ | 6135/7316 [00:58<00:09, 125.76it/s]\n13455 28.0277 : 84%|████████▍ | 6151/7316 [00:58<00:08, 133.51it/s]\n13475 27.5715 : 84%|████████▍ | 6151/7316 [00:58<00:08, 133.51it/s]\n13475 27.5715 : 84%|████████▍ | 6166/7316 [00:58<00:08, 137.38it/s]\n13495 27.9005 : 84%|████████▍ | 6166/7316 [00:58<00:08, 137.38it/s]\n13495 27.9005 : 84%|████████▍ | 6181/7316 [00:58<00:08, 139.34it/s]\n13495 27.9005 : 85%|████████▍ | 6196/7316 [00:58<00:07, 141.36it/s]\n13515 28.6599 : 85%|████████▍ | 6196/7316 [00:58<00:07, 141.36it/s]\n13515 28.6599 : 85%|████████▍ | 6212/7316 [00:59<00:07, 144.92it/s]\n13535 28.8851 : 85%|████████▍ | 6212/7316 [00:59<00:07, 144.92it/s]\n13535 28.8851 : 85%|████████▌ | 6228/7316 [00:59<00:07, 148.96it/s]\n13555 27.8557 : 85%|████████▌ | 6228/7316 [00:59<00:07, 148.96it/s]\n13555 27.8557 : 85%|████████▌ | 6244/7316 [00:59<00:07, 150.79it/s]\n13575 30.7773 : 85%|████████▌ | 6244/7316 [00:59<00:07, 150.79it/s]\n13575 30.7773 : 86%|████████▌ | 6260/7316 [00:59<00:07, 140.09it/s]\n13575 30.7773 : 86%|████████▌ | 6275/7316 [00:59<00:07, 136.89it/s]\n13595 29.0324 : 86%|████████▌ | 6275/7316 [00:59<00:07, 136.89it/s]\n13595 29.0324 : 86%|████████▌ | 6291/7316 [00:59<00:07, 143.14it/s]\n13615 27.3018 : 86%|████████▌ | 6291/7316 [00:59<00:07, 143.14it/s]\n13615 27.3018 : 86%|████████▌ | 6308/7316 [00:59<00:06, 148.47it/s]\n13635 27.2108 : 86%|████████▌ | 6308/7316 [00:59<00:06, 148.47it/s]\n13635 27.2108 : 86%|████████▋ | 6324/7316 [00:59<00:06, 150.87it/s]\n13655 28.2852 : 86%|████████▋ | 6324/7316 [00:59<00:06, 150.87it/s]\n13655 28.2852 : 87%|████████▋ | 6340/7316 [00:59<00:06, 151.97it/s]\n13655 28.2852 : 87%|████████▋ | 6356/7316 [00:59<00:06, 153.71it/s]\n13675 28.1238 : 87%|████████▋ | 6356/7316 [01:00<00:06, 153.71it/s]\n13675 28.1238 : 87%|████████▋ | 6373/7316 [01:00<00:05, 157.77it/s]\n13695 28.2593 : 87%|████████▋ | 6373/7316 [01:00<00:05, 157.77it/s]\n13695 28.2593 : 87%|████████▋ | 6390/7316 [01:00<00:05, 160.16it/s]\n13715 28.3553 : 87%|████████▋ | 6390/7316 [01:00<00:05, 160.16it/s]\n13715 28.3553 : 88%|████████▊ | 6407/7316 [01:00<00:06, 140.40it/s]\n13735 26.1146 : 88%|████████▊ | 6407/7316 [01:00<00:06, 140.40it/s]\n13735 26.1146 : 88%|████████▊ | 6422/7316 [01:00<00:07, 112.25it/s]\n13735 26.1146 : 88%|████████▊ | 6435/7316 [01:00<00:08, 108.59it/s]\n13755 27.8030 : 88%|████████▊ | 6435/7316 [01:00<00:08, 108.59it/s]\n13755 27.8030 : 88%|████████▊ | 6447/7316 [01:00<00:08, 108.16it/s]\n13755 27.8030 : 88%|████████▊ | 6459/7316 [01:00<00:07, 107.68it/s]\n13775 27.5725 : 88%|████████▊ | 6459/7316 [01:00<00:07, 107.68it/s]\n13775 27.5725 : 88%|████████▊ | 6471/7316 [01:01<00:07, 106.48it/s]\n13795 27.5391 : 88%|████████▊ | 6471/7316 [01:01<00:07, 106.48it/s]\n13795 27.5391 : 89%|████████▊ | 6482/7316 [01:01<00:07, 105.16it/s]\n13795 27.5391 : 89%|████████▉ | 6493/7316 [01:01<00:07, 105.28it/s]\n13815 26.8700 : 89%|████████▉ | 6493/7316 [01:01<00:07, 105.28it/s]\n13815 26.8700 : 89%|████████▉ | 6504/7316 [01:01<00:07, 105.50it/s]\n13815 26.8700 : 89%|████████▉ | 6516/7316 [01:01<00:07, 107.95it/s]\n13835 27.7407 : 89%|████████▉ | 6516/7316 [01:01<00:07, 107.95it/s]\n13835 27.7407 : 89%|████████▉ | 6528/7316 [01:01<00:07, 110.49it/s]\n13855 27.0234 : 89%|████████▉ | 6528/7316 [01:01<00:07, 110.49it/s]\n13855 27.0234 : 89%|████████▉ | 6540/7316 [01:01<00:06, 111.62it/s]\n13855 27.0234 : 90%|████████▉ | 6552/7316 [01:01<00:06, 111.68it/s]\n13875 28.4773 : 90%|████████▉ | 6552/7316 [01:01<00:06, 111.68it/s]\n13875 28.4773 : 90%|████████▉ | 6564/7316 [01:01<00:07, 95.30it/s]\n13875 28.4773 : 90%|████████▉ | 6574/7316 [01:02<00:08, 91.89it/s]\n13895 27.2449 : 90%|████████▉ | 6574/7316 [01:02<00:08, 91.89it/s]\n13895 27.2449 : 90%|████████▉ | 6584/7316 [01:02<00:07, 92.77it/s]\n13895 27.2449 : 90%|█████████ | 6594/7316 [01:02<00:07, 94.31it/s]\n13915 27.2632 : 90%|█████████ | 6594/7316 [01:02<00:07, 94.31it/s]\n13915 27.2632 : 90%|█████████ | 6604/7316 [01:02<00:07, 94.46it/s]\n13915 27.2632 : 90%|█████████ | 6614/7316 [01:02<00:07, 94.01it/s]\n13935 26.0498 : 90%|█████████ | 6614/7316 [01:02<00:07, 94.01it/s]\n13935 26.0498 : 91%|█████████ | 6624/7316 [01:02<00:07, 93.60it/s]\n13935 26.0498 : 91%|█████████ | 6634/7316 [01:02<00:07, 93.53it/s]\n13955 27.4144 : 91%|█████████ | 6634/7316 [01:02<00:07, 93.53it/s]\n13955 27.4144 : 91%|█████████ | 6644/7316 [01:02<00:07, 95.08it/s]\n13955 27.4144 : 91%|█████████ | 6655/7316 [01:02<00:06, 97.01it/s]\n13975 27.9906 : 91%|█████████ | 6655/7316 [01:02<00:06, 97.01it/s]\n13975 27.9906 : 91%|█████████ | 6666/7316 [01:02<00:06, 99.55it/s]\n13975 27.9906 : 91%|█████████▏| 6677/7316 [01:03<00:06, 101.81it/s]\n13995 27.1369 : 91%|█████████▏| 6677/7316 [01:03<00:06, 101.81it/s]\n13995 27.1369 : 91%|█████████▏| 6688/7316 [01:03<00:06, 101.43it/s]\n13995 27.1369 : 92%|█████████▏| 6699/7316 [01:03<00:06, 100.93it/s]\n14015 27.4927 : 92%|█████████▏| 6699/7316 [01:03<00:06, 100.93it/s]\n14015 27.4927 : 92%|█████████▏| 6710/7316 [01:03<00:06, 100.76it/s]\n14035 23.6012 : 92%|█████████▏| 6710/7316 [01:03<00:06, 100.76it/s]\n14035 23.6012 : 92%|█████████▏| 6723/7316 [01:03<00:05, 108.98it/s]\n14035 23.6012 : 92%|█████████▏| 6737/7316 [01:03<00:04, 116.39it/s]\n14055 25.9684 : 92%|█████████▏| 6737/7316 [01:03<00:04, 116.39it/s]\n14055 25.9684 : 92%|█████████▏| 6750/7316 [01:03<00:04, 119.60it/s]\n14075 26.9801 : 92%|█████████▏| 6750/7316 [01:03<00:04, 119.60it/s]\n14075 26.9801 : 92%|█████████▏| 6763/7316 [01:03<00:04, 121.18it/s]\n14075 26.9801 : 93%|█████████▎| 6776/7316 [01:03<00:04, 122.63it/s]\n14095 27.0601 : 93%|█████████▎| 6776/7316 [01:03<00:04, 122.63it/s]\n14095 27.0601 : 93%|█████████▎| 6790/7316 [01:04<00:04, 125.69it/s]\n14115 23.4850 : 93%|█████████▎| 6790/7316 [01:04<00:04, 125.69it/s]\n14115 23.4850 : 93%|█████████▎| 6805/7316 [01:04<00:03, 130.38it/s]\n14135 23.2517 : 93%|█████████▎| 6805/7316 [01:04<00:03, 130.38it/s]\n14135 23.2517 : 93%|█████████▎| 6820/7316 [01:04<00:03, 133.74it/s]\n14135 23.2517 : 93%|█████████▎| 6834/7316 [01:04<00:03, 134.37it/s]\n14155 24.7251 : 93%|█████████▎| 6834/7316 [01:04<00:03, 134.37it/s]\n14155 24.7251 : 94%|█████████▎| 6848/7316 [01:04<00:03, 131.28it/s]\n14175 26.7883 : 94%|█████████▎| 6848/7316 [01:04<00:03, 131.28it/s]\n14175 26.7883 : 94%|█████████▍| 6862/7316 [01:04<00:03, 127.30it/s]\n14175 26.7883 : 94%|█████████▍| 6879/7316 [01:04<00:03, 137.55it/s]\n14195 23.9500 : 94%|█████████▍| 6879/7316 [01:04<00:03, 137.55it/s]\n14195 23.9500 : 94%|█████████▍| 6896/7316 [01:04<00:02, 146.08it/s]\n14215 27.9561 : 94%|█████████▍| 6896/7316 [01:04<00:02, 146.08it/s]\n14215 27.9561 : 94%|█████████▍| 6912/7316 [01:04<00:02, 149.47it/s]\n14235 25.7512 : 94%|█████████▍| 6912/7316 [01:04<00:02, 149.47it/s]\n14235 25.7512 : 95%|█████████▍| 6928/7316 [01:04<00:02, 152.05it/s]\n14255 26.3987 : 95%|█████████▍| 6928/7316 [01:05<00:02, 152.05it/s]\n14255 26.3987 : 95%|█████████▍| 6945/7316 [01:05<00:02, 155.82it/s]\n14275 26.3356 : 95%|█████████▍| 6945/7316 [01:05<00:02, 155.82it/s]\n14275 26.3356 : 95%|█████████▌| 6963/7316 [01:05<00:02, 161.10it/s]\n14295 25.0914 : 95%|█████████▌| 6963/7316 [01:05<00:02, 161.10it/s]\n14295 25.0914 : 95%|█████████▌| 6981/7316 [01:05<00:02, 163.96it/s]\n14295 25.0914 : 96%|█████████▌| 6998/7316 [01:05<00:01, 162.57it/s]\n14315 26.8086 : 96%|█████████▌| 6998/7316 [01:05<00:01, 162.57it/s]\n14315 26.8086 : 96%|█████████▌| 7015/7316 [01:05<00:01, 152.74it/s]\n14335 26.3989 : 96%|█████████▌| 7015/7316 [01:05<00:01, 152.74it/s]\n14335 26.3989 : 96%|█████████▌| 7031/7316 [01:05<00:01, 147.02it/s]\n14355 25.3879 : 96%|█████████▌| 7031/7316 [01:05<00:01, 147.02it/s]\n14355 25.3879 : 96%|█████████▋| 7046/7316 [01:05<00:01, 143.78it/s]\n14375 25.9464 : 96%|█████████▋| 7046/7316 [01:05<00:01, 143.78it/s]\n14375 25.9464 : 97%|█████████▋| 7061/7316 [01:05<00:01, 138.90it/s]\n14375 25.9464 : 97%|█████████▋| 7075/7316 [01:05<00:01, 134.66it/s]\n14395 23.8117 : 97%|█████████▋| 7075/7316 [01:06<00:01, 134.66it/s]\n14395 23.8117 : 97%|█████████▋| 7089/7316 [01:06<00:01, 132.79it/s]\n14415 26.8347 : 97%|█████████▋| 7089/7316 [01:06<00:01, 132.79it/s]\n14415 26.8347 : 97%|█████████▋| 7103/7316 [01:06<00:01, 133.19it/s]\n14415 26.8347 : 97%|█████████▋| 7118/7316 [01:06<00:01, 135.66it/s]\n14435 25.9233 : 97%|█████████▋| 7118/7316 [01:06<00:01, 135.66it/s]\n14435 25.9233 : 97%|█████████▋| 7132/7316 [01:06<00:01, 135.72it/s]\n14455 28.3190 : 97%|█████████▋| 7132/7316 [01:06<00:01, 135.72it/s]\n14455 28.3190 : 98%|█████████▊| 7146/7316 [01:06<00:01, 133.47it/s]\n14475 29.4772 : 98%|█████████▊| 7146/7316 [01:06<00:01, 133.47it/s]\n14475 29.4772 : 98%|█████████▊| 7160/7316 [01:06<00:01, 125.78it/s]\n14475 29.4772 : 98%|█████████▊| 7173/7316 [01:06<00:01, 106.85it/s]\n14495 26.9475 : 98%|█████████▊| 7173/7316 [01:06<00:01, 106.85it/s]\n14495 26.9475 : 98%|█████████▊| 7185/7316 [01:06<00:01, 100.23it/s]\n14495 26.9475 : 98%|█████████▊| 7196/7316 [01:07<00:01, 102.07it/s]\n14515 25.5188 : 98%|█████████▊| 7196/7316 [01:07<00:01, 102.07it/s]\n14515 25.5188 : 99%|█████████▊| 7208/7316 [01:07<00:01, 105.03it/s]\n14535 25.5160 : 99%|█████████▊| 7208/7316 [01:07<00:01, 105.03it/s]\n14535 25.5160 : 99%|█████████▊| 7220/7316 [01:07<00:00, 107.25it/s]\n14535 25.5160 : 99%|█████████▉| 7231/7316 [01:07<00:00, 106.90it/s]\n14555 26.6460 : 99%|█████████▉| 7231/7316 [01:07<00:00, 106.90it/s]\n14555 26.6460 : 99%|█████████▉| 7242/7316 [01:07<00:00, 105.21it/s]\n14555 26.6460 : 99%|█████████▉| 7253/7316 [01:07<00:00, 104.66it/s]\n14575 26.3146 : 99%|█████████▉| 7253/7316 [01:07<00:00, 104.66it/s]\n14575 26.3146 : 99%|█████████▉| 7264/7316 [01:07<00:00, 105.13it/s]\n14575 26.3146 : 99%|█████████▉| 7276/7316 [01:07<00:00, 107.38it/s]\n14595 24.5404 : 99%|█████████▉| 7276/7316 [01:07<00:00, 107.38it/s]\n14595 24.5404 : 100%|█████████▉| 7288/7316 [01:07<00:00, 109.64it/s]\n14615 25.0739 : 100%|█████████▉| 7288/7316 [01:08<00:00, 109.64it/s]\n14615 25.0739 : 100%|█████████▉| 7300/7316 [01:08<00:00, 110.76it/s]\n14615 25.0739 : 100%|█████████▉| 7312/7316 [01:08<00:00, 110.66it/s]\n14615 25.0739 : 100%|██████████| 7316/7316 [01:08<00:00, 107.33it/s]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 2\n epoch_size: 48\n batches_per_epoch: 48\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/48 [00:00<?, ?it/s]/root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/torch/nn/functional.py:3609: UserWarning: Default upsampling behavior when mode=bilinear is changed to align_corners=False since 0.4.0. Please specify align_corners=True if the old behavior is desired. See the documentation of nn.Upsample for details.\n warnings.warn(\n/root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/torch/nn/functional.py:3657: UserWarning: The default behavior for interpolate/upsample with float scale_factor changed in 1.6.0 to align with other frameworks/libraries, and now uses scale_factor directly, instead of relying on the computed output size. If you wish to restore the old behavior, please set recompute_scale_factor=True. See the documentation of nn.Upsample for details.\n warnings.warn(\n/root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/torch/nn/functional.py:718: UserWarning: Named tensors and all their associated APIs are an experimental feature and subject to change. Please do not use them for anything important until they are released as stable. (Triggered internally at /pytorch/c10/core/TensorImpl.h:1156.)\n return torch.max_pool2d(input, kernel_size, stride, padding, dilation, ceil_mode)\n\n 2%|▏ | 1/48 [00:01<01:00, 1.29s/it]\n 4%|▍ | 2/48 [00:02<01:10, 1.54s/it]\n 6%|▋ | 3/48 [00:04<01:01, 1.37s/it]\n 8%|▊ | 4/48 [00:05<01:05, 1.50s/it]\n 10%|█ | 5/48 [00:07<01:00, 1.42s/it]\n 12%|█▎ | 6/48 [00:08<01:05, 1.57s/it]\n 15%|█▍ | 7/48 [00:10<00:58, 1.42s/it]\n 17%|█▋ | 8/48 [00:11<01:00, 1.51s/it]\n 19%|█▉ | 9/48 [00:13<00:55, 1.43s/it]\n 21%|██ | 10/48 [00:14<00:53, 1.41s/it]\n 23%|██▎ | 11/48 [00:15<00:46, 1.25s/it]\n 25%|██▌ | 12/48 [00:16<00:42, 1.18s/it]\n 27%|██▋ | 13/48 [00:18<00:50, 1.44s/it]\n 29%|██▉ | 14/48 [00:19<00:47, 1.38s/it]\n 31%|███▏ | 15/48 [00:21<00:49, 1.50s/it]\n 33%|███▎ | 16/48 [00:22<00:43, 1.36s/it]\n 35%|███▌ | 17/48 [00:23<00:37, 1.22s/it]\n 38%|███▊ | 18/48 [00:24<00:36, 1.22s/it]\n 40%|███▉ | 19/48 [00:26<00:38, 1.34s/it]\n14651 0.3875 0.0111 0.0022 : 40%|███▉ | 19/48 [00:27<00:38, 1.34s/it]\n14651 0.3875 0.0111 0.0022 : 42%|████▏ | 20/48 [00:27<00:40, 1.44s/it]\n14651 0.3875 0.0111 0.0022 : 44%|████▍ | 21/48 [00:29<00:40, 1.49s/it]\n14651 0.3875 0.0111 0.0022 : 46%|████▌ | 22/48 [00:31<00:41, 1.61s/it]\n14651 0.3875 0.0111 0.0022 : 48%|████▊ | 23/48 [00:32<00:40, 1.61s/it]\n14651 0.3875 0.0111 0.0022 : 50%|█████ | 24/48 [00:34<00:35, 1.46s/it]\n14651 0.3875 0.0111 0.0022 : 52%|█████▏ | 25/48 [00:36<00:37, 1.61s/it]\n14651 0.3875 0.0111 0.0022 : 54%|█████▍ | 26/48 [00:37<00:35, 1.61s/it]\n14651 0.3875 0.0111 0.0022 : 56%|█████▋ | 27/48 [00:39<00:35, 1.67s/it]\n14651 0.3875 0.0111 0.0022 : 58%|█████▊ | 28/48 [00:41<00:33, 1.67s/it]\n14651 0.3875 0.0111 0.0022 : 60%|██████ | 29/48 [00:42<00:30, 1.58s/it]\n14651 0.3875 0.0111 0.0022 : 62%|██████▎ | 30/48 [00:44<00:28, 1.60s/it]\n14651 0.3875 0.0111 0.0022 : 65%|██████▍ | 31/48 [00:45<00:28, 1.66s/it]\n14651 0.3875 0.0111 0.0022 : 67%|██████▋ | 32/48 [00:48<00:32, 2.01s/it]\n14651 0.3875 0.0111 0.0022 : 69%|██████▉ | 33/48 [00:51<00:33, 2.24s/it]\n14651 0.3875 0.0111 0.0022 : 71%|███████ | 34/48 [00:53<00:29, 2.09s/it]\n14651 0.3875 0.0111 0.0022 : 73%|███████▎ | 35/48 [00:54<00:25, 1.95s/it]\n14651 0.3875 0.0111 0.0022 : 75%|███████▌ | 36/48 [00:56<00:22, 1.90s/it]\n14651 0.3875 0.0111 0.0022 : 77%|███████▋ | 37/48 [00:58<00:20, 1.82s/it]\n14651 0.3875 0.0111 0.0022 : 79%|███████▉ | 38/48 [00:59<00:17, 1.77s/it]\n14651 0.3875 0.0111 0.0022 : 81%|████████▏ | 39/48 [01:01<00:14, 1.60s/it]\n14671 0.3691 0.0124 0.0024 : 81%|████████▏ | 39/48 [01:02<00:14, 1.60s/it]\n14671 0.3691 0.0124 0.0024 : 83%|████████▎ | 40/48 [01:02<00:13, 1.64s/it]\n14671 0.3691 0.0124 0.0024 : 85%|████████▌ | 41/48 [01:05<00:13, 1.90s/it]\n14671 0.3691 0.0124 0.0024 : 88%|████████▊ | 42/48 [01:06<00:10, 1.70s/it]\n14671 0.3691 0.0124 0.0024 : 90%|████████▉ | 43/48 [01:08<00:08, 1.70s/it]\n14671 0.3691 0.0124 0.0024 : 92%|█████████▏| 44/48 [01:09<00:06, 1.66s/it]\n14671 0.3691 0.0124 0.0024 : 94%|█████████▍| 45/48 [01:12<00:05, 1.80s/it]\n14671 0.3691 0.0124 0.0024 : 96%|█████████▌| 46/48 [01:13<00:03, 1.58s/it]\n14671 0.3691 0.0124 0.0024 : 98%|█████████▊| 47/48 [01:15<00:01, 1.70s/it]\n14671 0.3691 0.0124 0.0024 : 100%|██████████| 48/48 [01:16<00:00, 1.71s/it]\n14671 0.3691 0.0124 0.0024 : 100%|██████████| 48/48 [01:16<00:00, 1.60s/it]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 3\n epoch_size: 48\n batches_per_epoch: 48\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/48 [00:00<?, ?it/s]\n 2%|▏ | 1/48 [00:01<01:31, 1.95s/it]\n 4%|▍ | 2/48 [00:03<01:23, 1.81s/it]\n 6%|▋ | 3/48 [00:06<01:35, 2.13s/it]\n 8%|▊ | 4/48 [00:07<01:25, 1.95s/it]\n 10%|█ | 5/48 [00:09<01:14, 1.73s/it]\n 12%|█▎ | 6/48 [00:10<01:13, 1.75s/it]\n 15%|█▍ | 7/48 [00:13<01:16, 1.87s/it]\n 17%|█▋ | 8/48 [00:14<01:07, 1.69s/it]\n 19%|█▉ | 9/48 [00:15<01:00, 1.56s/it]\n 21%|██ | 10/48 [00:18<01:10, 1.85s/it]\n 23%|██▎ | 11/48 [00:19<00:59, 1.61s/it]\n 25%|██▌ | 12/48 [00:20<00:57, 1.61s/it]\n 27%|██▋ | 13/48 [00:22<00:59, 1.69s/it]\n 29%|██▉ | 14/48 [00:24<00:58, 1.72s/it]\n 31%|███▏ | 15/48 [00:26<00:56, 1.71s/it]\n 33%|███▎ | 16/48 [00:27<00:51, 1.61s/it]\n 35%|███▌ | 17/48 [00:29<00:51, 1.66s/it]\n 38%|███▊ | 18/48 [00:30<00:44, 1.47s/it]\n 40%|███▉ | 19/48 [00:32<00:49, 1.70s/it]\n14699 0.3615 0.0134 0.0018 : 40%|███▉ | 19/48 [00:34<00:49, 1.70s/it]\n14699 0.3615 0.0134 0.0018 : 42%|████▏ | 20/48 [00:34<00:51, 1.86s/it]\n14699 0.3615 0.0134 0.0018 : 44%|████▍ | 21/48 [00:35<00:44, 1.64s/it]\n14699 0.3615 0.0134 0.0018 : 46%|████▌ | 22/48 [00:38<00:51, 1.98s/it]\n14699 0.3615 0.0134 0.0018 : 48%|████▊ | 23/48 [00:40<00:47, 1.90s/it]\n14699 0.3615 0.0134 0.0018 : 50%|█████ | 24/48 [00:42<00:47, 2.00s/it]\n14699 0.3615 0.0134 0.0018 : 52%|█████▏ | 25/48 [00:45<00:51, 2.23s/it]\n14699 0.3615 0.0134 0.0018 : 54%|█████▍ | 26/48 [00:46<00:40, 1.85s/it]\n14699 0.3615 0.0134 0.0018 : 56%|█████▋ | 27/48 [00:48<00:39, 1.88s/it]\n14699 0.3615 0.0134 0.0018 : 58%|█████▊ | 28/48 [00:49<00:33, 1.67s/it]\n14699 0.3615 0.0134 0.0018 : 60%|██████ | 29/48 [00:51<00:32, 1.70s/it]\n14699 0.3615 0.0134 0.0018 : 62%|██████▎ | 30/48 [00:52<00:26, 1.46s/it]\n14699 0.3615 0.0134 0.0018 : 65%|██████▍ | 31/48 [00:53<00:26, 1.56s/it]\n14699 0.3615 0.0134 0.0018 : 67%|██████▋ | 32/48 [00:56<00:29, 1.83s/it]\n14699 0.3615 0.0134 0.0018 : 69%|██████▉ | 33/48 [00:57<00:24, 1.60s/it]\n14699 0.3615 0.0134 0.0018 : 71%|███████ | 34/48 [00:59<00:24, 1.75s/it]\n14699 0.3615 0.0134 0.0018 : 73%|███████▎ | 35/48 [01:01<00:22, 1.74s/it]\n14699 0.3615 0.0134 0.0018 : 75%|███████▌ | 36/48 [01:03<00:21, 1.79s/it]\n14699 0.3615 0.0134 0.0018 : 77%|███████▋ | 37/48 [01:04<00:19, 1.74s/it]\n14699 0.3615 0.0134 0.0018 : 79%|███████▉ | 38/48 [01:06<00:17, 1.74s/it]\n14699 0.3615 0.0134 0.0018 : 81%|████████▏ | 39/48 [01:08<00:15, 1.70s/it]\n14719 0.2994 0.0159 0.0025 : 81%|████████▏ | 39/48 [01:10<00:15, 1.70s/it]\n14719 0.2994 0.0159 0.0025 : 83%|████████▎ | 40/48 [01:10<00:14, 1.82s/it]\n14719 0.2994 0.0159 0.0025 : 85%|████████▌ | 41/48 [01:12<00:12, 1.84s/it]\n14719 0.2994 0.0159 0.0025 : 88%|████████▊ | 42/48 [01:13<00:09, 1.60s/it]\n14719 0.2994 0.0159 0.0025 : 90%|████████▉ | 43/48 [01:14<00:07, 1.51s/it]\n14719 0.2994 0.0159 0.0025 : 92%|█████████▏| 44/48 [01:15<00:05, 1.30s/it]\n14719 0.2994 0.0159 0.0025 : 94%|█████████▍| 45/48 [01:16<00:03, 1.23s/it]\n14719 0.2994 0.0159 0.0025 : 96%|█████████▌| 46/48 [01:17<00:02, 1.18s/it]\n14719 0.2994 0.0159 0.0025 : 98%|█████████▊| 47/48 [01:19<00:01, 1.30s/it]\n14719 0.2994 0.0159 0.0025 : 100%|██████████| 48/48 [01:20<00:00, 1.23s/it]\n14719 0.2994 0.0159 0.0025 : 100%|██████████| 48/48 [01:20<00:00, 1.67s/it]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 4\n epoch_size: 48\n batches_per_epoch: 48\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/48 [00:00<?, ?it/s]\n 2%|▏ | 1/48 [00:01<01:16, 1.63s/it]\n 4%|▍ | 2/48 [00:03<01:31, 1.99s/it]\n 6%|▋ | 3/48 [00:05<01:27, 1.94s/it]\n 8%|▊ | 4/48 [00:06<01:09, 1.58s/it]\n 10%|█ | 5/48 [00:08<01:08, 1.59s/it]\n 12%|█▎ | 6/48 [00:09<00:55, 1.32s/it]\n 15%|█▍ | 7/48 [00:10<00:50, 1.23s/it]\n 17%|█▋ | 8/48 [00:11<00:54, 1.37s/it]\n 19%|█▉ | 9/48 [00:13<00:52, 1.34s/it]\n 21%|██ | 10/48 [00:14<00:55, 1.46s/it]\n 23%|██▎ | 11/48 [00:16<00:55, 1.51s/it]\n 25%|██▌ | 12/48 [00:17<00:50, 1.42s/it]\n 27%|██▋ | 13/48 [00:19<00:51, 1.48s/it]\n 29%|██▉ | 14/48 [00:22<01:03, 1.88s/it]\n 31%|███▏ | 15/48 [00:24<01:03, 1.93s/it]\n 33%|███▎ | 16/48 [00:25<00:59, 1.87s/it]\n 35%|███▌ | 17/48 [00:27<00:55, 1.78s/it]\n 38%|███▊ | 18/48 [00:28<00:46, 1.56s/it]\n 40%|███▉ | 19/48 [00:30<00:45, 1.58s/it]\n14747 0.2878 0.0180 0.0036 : 40%|███▉ | 19/48 [00:31<00:45, 1.58s/it]\n14747 0.2878 0.0180 0.0036 : 42%|████▏ | 20/48 [00:31<00:39, 1.42s/it]\n14747 0.2878 0.0180 0.0036 : 44%|████▍ | 21/48 [00:32<00:35, 1.32s/it]\n14747 0.2878 0.0180 0.0036 : 46%|████▌ | 22/48 [00:33<00:31, 1.20s/it]\n14747 0.2878 0.0180 0.0036 : 48%|████▊ | 23/48 [00:34<00:33, 1.33s/it]\n14747 0.2878 0.0180 0.0036 : 50%|█████ | 24/48 [00:35<00:28, 1.20s/it]\n14747 0.2878 0.0180 0.0036 : 52%|█████▏ | 25/48 [00:37<00:27, 1.21s/it]\n14747 0.2878 0.0180 0.0036 : 54%|█████▍ | 26/48 [00:39<00:37, 1.69s/it]\n14747 0.2878 0.0180 0.0036 : 56%|█████▋ | 27/48 [00:41<00:35, 1.70s/it]\n14747 0.2878 0.0180 0.0036 : 58%|█████▊ | 28/48 [00:43<00:33, 1.67s/it]\n14747 0.2878 0.0180 0.0036 : 60%|██████ | 29/48 [00:44<00:32, 1.70s/it]\n14747 0.2878 0.0180 0.0036 : 62%|██████▎ | 30/48 [00:47<00:33, 1.86s/it]\n14747 0.2878 0.0180 0.0036 : 65%|██████▍ | 31/48 [00:48<00:28, 1.66s/it]\n14747 0.2878 0.0180 0.0036 : 67%|██████▋ | 32/48 [00:50<00:26, 1.68s/it]\n14747 0.2878 0.0180 0.0036 : 69%|██████▉ | 33/48 [00:51<00:23, 1.58s/it]\n14747 0.2878 0.0180 0.0036 : 71%|███████ | 34/48 [00:53<00:23, 1.64s/it]\n14747 0.2878 0.0180 0.0036 : 73%|███████▎ | 35/48 [00:54<00:21, 1.68s/it]\n14747 0.2878 0.0180 0.0036 : 75%|███████▌ | 36/48 [00:57<00:23, 1.92s/it]\n14747 0.2878 0.0180 0.0036 : 77%|███████▋ | 37/48 [00:59<00:20, 1.89s/it]\n14747 0.2878 0.0180 0.0036 : 79%|███████▉ | 38/48 [01:00<00:16, 1.66s/it]\n14747 0.2878 0.0180 0.0036 : 81%|████████▏ | 39/48 [01:02<00:14, 1.65s/it]\n14767 0.2929 0.0186 0.0035 : 81%|████████▏ | 39/48 [01:03<00:14, 1.65s/it]\n14767 0.2929 0.0186 0.0035 : 83%|████████▎ | 40/48 [01:03<00:12, 1.53s/it]\n14767 0.2929 0.0186 0.0035 : 85%|████████▌ | 41/48 [01:04<00:10, 1.47s/it]\n14767 0.2929 0.0186 0.0035 : 88%|████████▊ | 42/48 [01:05<00:08, 1.42s/it]\n14767 0.2929 0.0186 0.0035 : 90%|████████▉ | 43/48 [01:07<00:06, 1.36s/it]\n14767 0.2929 0.0186 0.0035 : 92%|█████████▏| 44/48 [01:08<00:05, 1.27s/it]\n14767 0.2929 0.0186 0.0035 : 94%|█████████▍| 45/48 [01:09<00:03, 1.18s/it]\n14767 0.2929 0.0186 0.0035 : 96%|█████████▌| 46/48 [01:10<00:02, 1.23s/it]\n14767 0.2929 0.0186 0.0035 : 98%|█████████▊| 47/48 [01:12<00:01, 1.35s/it]\n14767 0.2929 0.0186 0.0035 : 100%|██████████| 48/48 [01:14<00:00, 1.54s/it]\n14767 0.2929 0.0186 0.0035 : 100%|██████████| 48/48 [01:14<00:00, 1.54s/it]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 5\n epoch_size: 48\n batches_per_epoch: 48\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/48 [00:00<?, ?it/s]\n 2%|▏ | 1/48 [00:01<01:19, 1.69s/it]\n 4%|▍ | 2/48 [00:02<01:06, 1.45s/it]\n 6%|▋ | 3/48 [00:04<01:16, 1.69s/it]\n 8%|▊ | 4/48 [00:06<01:05, 1.50s/it]\n 10%|█ | 5/48 [00:07<01:07, 1.58s/it]\n 12%|█▎ | 6/48 [00:09<01:07, 1.61s/it]\n 15%|█▍ | 7/48 [00:11<01:08, 1.66s/it]\n 17%|█▋ | 8/48 [00:12<01:00, 1.51s/it]\n 19%|█▉ | 9/48 [00:13<00:53, 1.37s/it]\n 21%|██ | 10/48 [00:14<00:48, 1.28s/it]\n 23%|██▎ | 11/48 [00:16<00:51, 1.39s/it]\n 25%|██▌ | 12/48 [00:18<00:54, 1.52s/it]\n 27%|██▋ | 13/48 [00:19<00:54, 1.56s/it]\n 29%|██▉ | 14/48 [00:20<00:47, 1.41s/it]\n 31%|███▏ | 15/48 [00:22<00:45, 1.38s/it]\n 33%|███▎ | 16/48 [00:24<00:50, 1.58s/it]\n 35%|███▌ | 17/48 [00:25<00:49, 1.60s/it]\n 38%|███▊ | 18/48 [00:28<00:53, 1.79s/it]\n 40%|███▉ | 19/48 [00:29<00:50, 1.73s/it]\n14795 0.3038 0.0176 0.0029 : 40%|███▉ | 19/48 [00:31<00:50, 1.73s/it]\n14795 0.3038 0.0176 0.0029 : 42%|████▏ | 20/48 [00:31<00:48, 1.75s/it]\n14795 0.3038 0.0176 0.0029 : 44%|████▍ | 21/48 [00:34<00:55, 2.06s/it]\n14795 0.3038 0.0176 0.0029 : 46%|████▌ | 22/48 [00:35<00:51, 1.97s/it]\n14795 0.3038 0.0176 0.0029 : 48%|████▊ | 23/48 [00:37<00:46, 1.86s/it]\n14795 0.3038 0.0176 0.0029 : 50%|█████ | 24/48 [00:38<00:39, 1.64s/it]\n14795 0.3038 0.0176 0.0029 : 52%|█████▏ | 25/48 [00:40<00:38, 1.66s/it]\n14795 0.3038 0.0176 0.0029 : 54%|█████▍ | 26/48 [00:42<00:36, 1.65s/it]\n14795 0.3038 0.0176 0.0029 : 56%|█████▋ | 27/48 [00:43<00:34, 1.64s/it]\n14795 0.3038 0.0176 0.0029 : 58%|█████▊ | 28/48 [00:44<00:30, 1.51s/it]\n14795 0.3038 0.0176 0.0029 : 60%|██████ | 29/48 [00:45<00:26, 1.40s/it]\n14795 0.3038 0.0176 0.0029 : 62%|██████▎ | 30/48 [00:47<00:25, 1.39s/it]\n14795 0.3038 0.0176 0.0029 : 65%|██████▍ | 31/48 [00:49<00:26, 1.56s/it]\n14795 0.3038 0.0176 0.0029 : 67%|██████▋ | 32/48 [00:51<00:26, 1.68s/it]\n14795 0.3038 0.0176 0.0029 : 69%|██████▉ | 33/48 [00:52<00:23, 1.54s/it]\n14795 0.3038 0.0176 0.0029 : 71%|███████ | 34/48 [00:54<00:22, 1.61s/it]\n14795 0.3038 0.0176 0.0029 : 73%|███████▎ | 35/48 [00:55<00:20, 1.54s/it]\n14795 0.3038 0.0176 0.0029 : 75%|███████▌ | 36/48 [00:57<00:19, 1.59s/it]\n14795 0.3038 0.0176 0.0029 : 77%|███████▋ | 37/48 [00:59<00:18, 1.65s/it]\n14795 0.3038 0.0176 0.0029 : 79%|███████▉ | 38/48 [01:00<00:16, 1.65s/it]\n14795 0.3038 0.0176 0.0029 : 81%|████████▏ | 39/48 [01:02<00:13, 1.52s/it]\n14815 0.2990 0.0180 0.0035 : 81%|████████▏ | 39/48 [01:03<00:13, 1.52s/it]\n14815 0.2990 0.0180 0.0035 : 83%|████████▎ | 40/48 [01:03<00:11, 1.48s/it]\n14815 0.2990 0.0180 0.0035 : 85%|████████▌ | 41/48 [01:04<00:09, 1.42s/it]\n14815 0.2990 0.0180 0.0035 : 88%|████████▊ | 42/48 [01:06<00:08, 1.41s/it]\n14815 0.2990 0.0180 0.0035 : 90%|████████▉ | 43/48 [01:07<00:07, 1.47s/it]\n14815 0.2990 0.0180 0.0035 : 92%|█████████▏| 44/48 [01:09<00:06, 1.53s/it]\n14815 0.2990 0.0180 0.0035 : 94%|█████████▍| 45/48 [01:11<00:05, 1.70s/it]\n14815 0.2990 0.0180 0.0035 : 96%|█████████▌| 46/48 [01:13<00:03, 1.67s/it]\n14815 0.2990 0.0180 0.0035 : 98%|█████████▊| 47/48 [01:15<00:01, 1.79s/it]\n14815 0.2990 0.0180 0.0035 : 100%|██████████| 48/48 [01:16<00:00, 1.74s/it]\n14815 0.2990 0.0180 0.0035 : 100%|██████████| 48/48 [01:16<00:00, 1.60s/it]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 6\n epoch_size: 48\n batches_per_epoch: 48\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/48 [00:00<?, ?it/s]\n 2%|▏ | 1/48 [00:01<00:49, 1.06s/it]\n 4%|▍ | 2/48 [00:01<00:44, 1.04it/s]\n 6%|▋ | 3/48 [00:03<00:49, 1.11s/it]\n 8%|▊ | 4/48 [00:04<00:58, 1.34s/it]\n 10%|█ | 5/48 [00:06<00:55, 1.28s/it]\n 12%|█▎ | 6/48 [00:07<00:51, 1.23s/it]\n 15%|█▍ | 7/48 [00:08<00:48, 1.17s/it]\n 17%|█▋ | 8/48 [00:09<00:45, 1.14s/it]\n 19%|█▉ | 9/48 [00:12<01:04, 1.66s/it]\n 21%|██ | 10/48 [00:13<00:57, 1.51s/it]\n 23%|██▎ | 11/48 [00:14<00:49, 1.34s/it]\n 25%|██▌ | 12/48 [00:16<00:54, 1.51s/it]\n 27%|██▋ | 13/48 [00:17<00:55, 1.59s/it]\n 29%|██▉ | 14/48 [00:19<00:55, 1.62s/it]\n 31%|███▏ | 15/48 [00:21<00:59, 1.81s/it]\n 33%|███▎ | 16/48 [00:23<00:53, 1.68s/it]\n 35%|███▌ | 17/48 [00:24<00:48, 1.56s/it]\n 38%|███▊ | 18/48 [00:26<00:48, 1.62s/it]\n 40%|███▉ | 19/48 [00:28<00:52, 1.80s/it]\n14843 0.3072 0.0186 0.0035 : 40%|███▉ | 19/48 [00:29<00:52, 1.80s/it]\n14843 0.3072 0.0186 0.0035 : 42%|████▏ | 20/48 [00:29<00:45, 1.63s/it]\n14843 0.3072 0.0186 0.0035 : 44%|████▍ | 21/48 [00:31<00:45, 1.69s/it]\n14843 0.3072 0.0186 0.0035 : 46%|████▌ | 22/48 [00:33<00:43, 1.69s/it]\n14843 0.3072 0.0186 0.0035 : 48%|████▊ | 23/48 [00:34<00:36, 1.45s/it]\n14843 0.3072 0.0186 0.0035 : 50%|█████ | 24/48 [00:35<00:34, 1.43s/it]\n14843 0.3072 0.0186 0.0035 : 52%|█████▏ | 25/48 [00:36<00:31, 1.39s/it]\n14843 0.3072 0.0186 0.0035 : 54%|█████▍ | 26/48 [00:38<00:34, 1.57s/it]\n14843 0.3072 0.0186 0.0035 : 56%|█████▋ | 27/48 [00:40<00:33, 1.59s/it]\n14843 0.3072 0.0186 0.0035 : 58%|█████▊ | 28/48 [00:42<00:33, 1.69s/it]\n14843 0.3072 0.0186 0.0035 : 60%|██████ | 29/48 [00:44<00:36, 1.93s/it]\n14843 0.3072 0.0186 0.0035 : 62%|██████▎ | 30/48 [00:46<00:32, 1.82s/it]\n14843 0.3072 0.0186 0.0035 : 65%|██████▍ | 31/48 [00:48<00:32, 1.89s/it]\n14843 0.3072 0.0186 0.0035 : 67%|██████▋ | 32/48 [00:49<00:27, 1.71s/it]\n14843 0.3072 0.0186 0.0035 : 69%|██████▉ | 33/48 [00:52<00:30, 2.03s/it]\n14843 0.3072 0.0186 0.0035 : 71%|███████ | 34/48 [00:53<00:24, 1.76s/it]\n14843 0.3072 0.0186 0.0035 : 73%|███████▎ | 35/48 [00:55<00:22, 1.72s/it]\n14843 0.3072 0.0186 0.0035 : 75%|███████▌ | 36/48 [00:57<00:20, 1.70s/it]\n14843 0.3072 0.0186 0.0035 : 77%|███████▋ | 37/48 [00:58<00:18, 1.72s/it]\n14843 0.3072 0.0186 0.0035 : 79%|███████▉ | 38/48 [01:00<00:16, 1.62s/it]\n14843 0.3072 0.0186 0.0035 : 81%|████████▏ | 39/48 [01:01<00:13, 1.45s/it]\n14863 0.2751 0.0184 0.0024 : 81%|████████▏ | 39/48 [01:04<00:13, 1.45s/it]\n14863 0.2751 0.0184 0.0024 : 83%|████████▎ | 40/48 [01:04<00:14, 1.86s/it]\n14863 0.2751 0.0184 0.0024 : 85%|████████▌ | 41/48 [01:05<00:13, 1.89s/it]\n14863 0.2751 0.0184 0.0024 : 88%|████████▊ | 42/48 [01:07<00:09, 1.64s/it]\n14863 0.2751 0.0184 0.0024 : 90%|████████▉ | 43/48 [01:08<00:08, 1.68s/it]\n14863 0.2751 0.0184 0.0024 : 92%|█████████▏| 44/48 [01:10<00:06, 1.59s/it]\n14863 0.2751 0.0184 0.0024 : 94%|█████████▍| 45/48 [01:11<00:04, 1.43s/it]\n14863 0.2751 0.0184 0.0024 : 96%|█████████▌| 46/48 [01:12<00:03, 1.51s/it]\n14863 0.2751 0.0184 0.0024 : 98%|█████████▊| 47/48 [01:14<00:01, 1.67s/it]\n14863 0.2751 0.0184 0.0024 : 100%|██████████| 48/48 [01:16<00:00, 1.69s/it]\n14863 0.2751 0.0184 0.0024 : 100%|██████████| 48/48 [01:16<00:00, 1.60s/it]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 7\n epoch_size: 48\n batches_per_epoch: 48\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/48 [00:00<?, ?it/s]\n 2%|▏ | 1/48 [00:01<01:26, 1.85s/it]\n 4%|▍ | 2/48 [00:03<01:20, 1.75s/it]\n 6%|▋ | 3/48 [00:05<01:21, 1.81s/it]\n 8%|▊ | 4/48 [00:07<01:18, 1.78s/it]\n 10%|█ | 5/48 [00:09<01:18, 1.83s/it]\n 12%|█▎ | 6/48 [00:10<01:08, 1.62s/it]\n 15%|█▍ | 7/48 [00:11<00:58, 1.43s/it]\n 17%|█▋ | 8/48 [00:13<01:01, 1.54s/it]\n 19%|█▉ | 9/48 [00:14<01:02, 1.59s/it]\n 21%|██ | 10/48 [00:16<01:04, 1.69s/it]\n 23%|██▎ | 11/48 [00:17<00:57, 1.56s/it]\n 25%|██▌ | 12/48 [00:19<00:57, 1.59s/it]\n 27%|██▋ | 13/48 [00:20<00:51, 1.46s/it]\n 29%|██▉ | 14/48 [00:22<00:51, 1.52s/it]\n 31%|███▏ | 15/48 [00:23<00:47, 1.45s/it]\n 33%|███▎ | 16/48 [00:24<00:43, 1.35s/it]\n 35%|███▌ | 17/48 [00:26<00:40, 1.31s/it]\n 38%|███▊ | 18/48 [00:27<00:43, 1.43s/it]\n 40%|███▉ | 19/48 [00:28<00:39, 1.36s/it]\n14891 0.3000 0.0183 0.0027 : 40%|███▉ | 19/48 [00:30<00:39, 1.36s/it]\n14891 0.3000 0.0183 0.0027 : 42%|████▏ | 20/48 [00:30<00:41, 1.50s/it]\n14891 0.3000 0.0183 0.0027 : 44%|████▍ | 21/48 [00:32<00:42, 1.56s/it]\n14891 0.3000 0.0183 0.0027 : 46%|████▌ | 22/48 [00:34<00:42, 1.62s/it]\n14891 0.3000 0.0183 0.0027 : 48%|████▊ | 23/48 [00:35<00:36, 1.47s/it]\n14891 0.3000 0.0183 0.0027 : 50%|█████ | 24/48 [00:37<00:36, 1.53s/it]\n14891 0.3000 0.0183 0.0027 : 52%|█████▏ | 25/48 [00:39<00:38, 1.68s/it]\n14891 0.3000 0.0183 0.0027 : 54%|█████▍ | 26/48 [00:39<00:31, 1.44s/it]\n14891 0.3000 0.0183 0.0027 : 56%|█████▋ | 27/48 [00:41<00:33, 1.59s/it]\n14891 0.3000 0.0183 0.0027 : 58%|█████▊ | 28/48 [00:44<00:34, 1.74s/it]\n14891 0.3000 0.0183 0.0027 : 60%|██████ | 29/48 [00:45<00:34, 1.81s/it]\n14891 0.3000 0.0183 0.0027 : 62%|██████▎ | 30/48 [00:47<00:29, 1.63s/it]\n14891 0.3000 0.0183 0.0027 : 65%|██████▍ | 31/48 [00:48<00:27, 1.64s/it]\n14891 0.3000 0.0183 0.0027 : 67%|██████▋ | 32/48 [00:50<00:26, 1.66s/it]\n14891 0.3000 0.0183 0.0027 : 69%|██████▉ | 33/48 [00:51<00:23, 1.55s/it]\n14891 0.3000 0.0183 0.0027 : 71%|███████ | 34/48 [00:53<00:22, 1.60s/it]\n14891 0.3000 0.0183 0.0027 : 73%|███████▎ | 35/48 [00:54<00:19, 1.51s/it]\n14891 0.3000 0.0183 0.0027 : 75%|███████▌ | 36/48 [00:55<00:15, 1.32s/it]\n14891 0.3000 0.0183 0.0027 : 77%|███████▋ | 37/48 [00:57<00:15, 1.40s/it]\n14891 0.3000 0.0183 0.0027 : 79%|███████▉ | 38/48 [00:58<00:13, 1.38s/it]\n14891 0.3000 0.0183 0.0027 : 81%|████████▏ | 39/48 [00:59<00:12, 1.36s/it]\n14911 0.2767 0.0202 0.0042 : 81%|████████▏ | 39/48 [01:01<00:12, 1.36s/it]\n14911 0.2767 0.0202 0.0042 : 83%|████████▎ | 40/48 [01:01<00:10, 1.29s/it]\n14911 0.2767 0.0202 0.0042 : 85%|████████▌ | 41/48 [01:02<00:09, 1.39s/it]\n14911 0.2767 0.0202 0.0042 : 88%|████████▊ | 42/48 [01:04<00:08, 1.36s/it]\n14911 0.2767 0.0202 0.0042 : 90%|████████▉ | 43/48 [01:05<00:07, 1.49s/it]\n14911 0.2767 0.0202 0.0042 : 92%|█████████▏| 44/48 [01:07<00:06, 1.66s/it]\n14911 0.2767 0.0202 0.0042 : 94%|█████████▍| 45/48 [01:09<00:04, 1.55s/it]\n14911 0.2767 0.0202 0.0042 : 96%|█████████▌| 46/48 [01:10<00:03, 1.57s/it]\n14911 0.2767 0.0202 0.0042 : 98%|█████████▊| 47/48 [01:11<00:01, 1.44s/it]\n14911 0.2767 0.0202 0.0042 : 100%|██████████| 48/48 [01:13<00:00, 1.52s/it]\n14911 0.2767 0.0202 0.0042 : 100%|██████████| 48/48 [01:13<00:00, 1.53s/it]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 8\n epoch_size: 48\n batches_per_epoch: 48\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/48 [00:00<?, ?it/s]\n 2%|▏ | 1/48 [00:00<00:44, 1.07it/s]\n 4%|▍ | 2/48 [00:03<01:14, 1.62s/it]\n 6%|▋ | 3/48 [00:04<01:13, 1.62s/it]\n 8%|▊ | 4/48 [00:06<01:10, 1.61s/it]\n 10%|█ | 5/48 [00:07<01:01, 1.43s/it]\n 12%|█▎ | 6/48 [00:09<01:04, 1.54s/it]\n 15%|█▍ | 7/48 [00:10<00:55, 1.35s/it]\n 17%|█▋ | 8/48 [00:12<01:02, 1.55s/it]\n 19%|█▉ | 9/48 [00:13<00:58, 1.50s/it]\n 21%|██ | 10/48 [00:15<00:58, 1.55s/it]\n 23%|██▎ | 11/48 [00:15<00:49, 1.35s/it]\n 25%|██▌ | 12/48 [00:17<00:51, 1.44s/it]\n 27%|██▋ | 13/48 [00:19<00:56, 1.63s/it]\n 29%|██▉ | 14/48 [00:21<00:55, 1.63s/it]\n 31%|███▏ | 15/48 [00:22<00:51, 1.55s/it]\n 33%|███▎ | 16/48 [00:23<00:44, 1.40s/it]\n 35%|███▌ | 17/48 [00:24<00:40, 1.30s/it]\n 38%|███▊ | 18/48 [00:25<00:36, 1.23s/it]\n 40%|███▉ | 19/48 [00:27<00:39, 1.35s/it]\n14939 0.2739 0.0195 0.0031 : 40%|███▉ | 19/48 [00:29<00:39, 1.35s/it]\n14939 0.2739 0.0195 0.0031 : 42%|████▏ | 20/48 [00:29<00:42, 1.52s/it]\n14939 0.2739 0.0195 0.0031 : 44%|████▍ | 21/48 [00:31<00:45, 1.68s/it]\n14939 0.2739 0.0195 0.0031 : 46%|████▌ | 22/48 [00:32<00:40, 1.54s/it]\n14939 0.2739 0.0195 0.0031 : 48%|████▊ | 23/48 [00:33<00:34, 1.39s/it]\n14939 0.2739 0.0195 0.0031 : 50%|█████ | 24/48 [00:34<00:29, 1.22s/it]\n14939 0.2739 0.0195 0.0031 : 52%|█████▏ | 25/48 [00:36<00:31, 1.38s/it]\n14939 0.2739 0.0195 0.0031 : 54%|█████▍ | 26/48 [00:37<00:32, 1.46s/it]\n14939 0.2739 0.0195 0.0031 : 56%|█████▋ | 27/48 [00:40<00:35, 1.69s/it]\n14939 0.2739 0.0195 0.0031 : 58%|█████▊ | 28/48 [00:41<00:34, 1.71s/it]\n14939 0.2739 0.0195 0.0031 : 60%|██████ | 29/48 [00:43<00:30, 1.61s/it]\n14939 0.2739 0.0195 0.0031 : 62%|██████▎ | 30/48 [00:45<00:29, 1.63s/it]\n14939 0.2739 0.0195 0.0031 : 65%|██████▍ | 31/48 [00:46<00:27, 1.63s/it]\n14939 0.2739 0.0195 0.0031 : 67%|██████▋ | 32/48 [00:47<00:23, 1.48s/it]\n14939 0.2739 0.0195 0.0031 : 69%|██████▉ | 33/48 [00:48<00:20, 1.36s/it]\n14939 0.2739 0.0195 0.0031 : 71%|███████ | 34/48 [00:50<00:20, 1.47s/it]\n14939 0.2739 0.0195 0.0031 : 73%|███████▎ | 35/48 [00:51<00:16, 1.29s/it]\n14939 0.2739 0.0195 0.0031 : 75%|███████▌ | 36/48 [00:53<00:16, 1.39s/it]\n14939 0.2739 0.0195 0.0031 : 77%|███████▋ | 37/48 [00:54<00:15, 1.39s/it]\n14939 0.2739 0.0195 0.0031 : 79%|███████▉ | 38/48 [00:55<00:13, 1.34s/it]\n14939 0.2739 0.0195 0.0031 : 81%|████████▏ | 39/48 [00:57<00:12, 1.35s/it]\n14959 0.2557 0.0200 0.0036 : 81%|████████▏ | 39/48 [00:58<00:12, 1.35s/it]\n14959 0.2557 0.0200 0.0036 : 83%|████████▎ | 40/48 [00:58<00:11, 1.43s/it]\n14959 0.2557 0.0200 0.0036 : 85%|████████▌ | 41/48 [01:00<00:10, 1.54s/it]\n14959 0.2557 0.0200 0.0036 : 88%|████████▊ | 42/48 [01:02<00:09, 1.55s/it]\n14959 0.2557 0.0200 0.0036 : 90%|████████▉ | 43/48 [01:03<00:07, 1.41s/it]\n14959 0.2557 0.0200 0.0036 : 92%|█████████▏| 44/48 [01:04<00:06, 1.54s/it]\n14959 0.2557 0.0200 0.0036 : 94%|█████████▍| 45/48 [01:06<00:04, 1.47s/it]\n14959 0.2557 0.0200 0.0036 : 96%|█████████▌| 46/48 [01:07<00:02, 1.41s/it]\n14959 0.2557 0.0200 0.0036 : 98%|█████████▊| 47/48 [01:09<00:01, 1.50s/it]\n14959 0.2557 0.0200 0.0036 : 100%|██████████| 48/48 [01:10<00:00, 1.32s/it]\n14959 0.2557 0.0200 0.0036 : 100%|██████████| 48/48 [01:10<00:00, 1.46s/it]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 9\n epoch_size: 48\n batches_per_epoch: 48\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/48 [00:00<?, ?it/s]\n 2%|▏ | 1/48 [00:01<01:16, 1.63s/it]\n 4%|▍ | 2/48 [00:02<01:06, 1.45s/it]\n 6%|▋ | 3/48 [00:04<01:14, 1.66s/it]\n 8%|▊ | 4/48 [00:06<01:07, 1.53s/it]\n 10%|█ | 5/48 [00:07<01:09, 1.61s/it]\n 12%|█▎ | 6/48 [00:09<01:04, 1.53s/it]\n 15%|█▍ | 7/48 [00:10<01:03, 1.54s/it]\n 17%|█▋ | 8/48 [00:12<01:03, 1.59s/it]\n 19%|█▉ | 9/48 [00:14<01:07, 1.73s/it]\n 21%|██ | 10/48 [00:16<01:04, 1.69s/it]\n 23%|██▎ | 11/48 [00:18<01:11, 1.93s/it]\n 25%|██▌ | 12/48 [00:20<01:10, 1.97s/it]\n 27%|██▋ | 13/48 [00:21<00:57, 1.64s/it]\n 29%|██▉ | 14/48 [00:22<00:50, 1.48s/it]\n 31%|███▏ | 15/48 [00:24<00:56, 1.71s/it]\n 33%|███▎ | 16/48 [00:26<00:53, 1.68s/it]\n 35%|███▌ | 17/48 [00:27<00:48, 1.58s/it]\n 38%|███▊ | 18/48 [00:29<00:44, 1.49s/it]\n 40%|███▉ | 19/48 [00:30<00:44, 1.53s/it]\n14987 0.2825 0.0191 0.0032 : 40%|███▉ | 19/48 [00:32<00:44, 1.53s/it]\n14987 0.2825 0.0191 0.0032 : 42%|████▏ | 20/48 [00:32<00:46, 1.67s/it]\n14987 0.2825 0.0191 0.0032 : 44%|████▍ | 21/48 [00:34<00:45, 1.68s/it]\n14987 0.2825 0.0191 0.0032 : 46%|████▌ | 22/48 [00:36<00:44, 1.69s/it]\n14987 0.2825 0.0191 0.0032 : 48%|████▊ | 23/48 [00:37<00:42, 1.70s/it]\n14987 0.2825 0.0191 0.0032 : 50%|█████ | 24/48 [00:39<00:37, 1.56s/it]\n14987 0.2825 0.0191 0.0032 : 52%|█████▏ | 25/48 [00:40<00:33, 1.46s/it]\n14987 0.2825 0.0191 0.0032 : 54%|█████▍ | 26/48 [00:41<00:30, 1.39s/it]\n14987 0.2825 0.0191 0.0032 : 56%|█████▋ | 27/48 [00:43<00:31, 1.49s/it]\n14987 0.2825 0.0191 0.0032 : 58%|█████▊ | 28/48 [00:44<00:30, 1.52s/it]\n14987 0.2825 0.0191 0.0032 : 60%|██████ | 29/48 [00:46<00:29, 1.55s/it]\n14987 0.2825 0.0191 0.0032 : 62%|██████▎ | 30/48 [00:48<00:30, 1.68s/it]\n14987 0.2825 0.0191 0.0032 : 65%|██████▍ | 31/48 [00:49<00:26, 1.59s/it]\n14987 0.2825 0.0191 0.0032 : 67%|██████▋ | 32/48 [00:51<00:26, 1.64s/it]\n14987 0.2825 0.0191 0.0032 : 69%|██████▉ | 33/48 [00:53<00:24, 1.61s/it]\n14987 0.2825 0.0191 0.0032 : 71%|███████ | 34/48 [00:54<00:19, 1.39s/it]\n14987 0.2825 0.0191 0.0032 : 73%|███████▎ | 35/48 [00:55<00:16, 1.24s/it]\n14987 0.2825 0.0191 0.0032 : 75%|███████▌ | 36/48 [00:57<00:19, 1.62s/it]\n14987 0.2825 0.0191 0.0032 : 77%|███████▋ | 37/48 [00:59<00:17, 1.62s/it]\n14987 0.2825 0.0191 0.0032 : 79%|███████▉ | 38/48 [01:00<00:14, 1.49s/it]\n14987 0.2825 0.0191 0.0032 : 81%|████████▏ | 39/48 [01:01<00:12, 1.36s/it]\n15007 0.2623 0.0195 0.0035 : 81%|████████▏ | 39/48 [01:03<00:12, 1.36s/it]\n15007 0.2623 0.0195 0.0035 : 83%|████████▎ | 40/48 [01:03<00:11, 1.43s/it]\n15007 0.2623 0.0195 0.0035 : 85%|████████▌ | 41/48 [01:04<00:09, 1.41s/it]\n15007 0.2623 0.0195 0.0035 : 88%|████████▊ | 42/48 [01:06<00:09, 1.62s/it]\n15007 0.2623 0.0195 0.0035 : 90%|████████▉ | 43/48 [01:07<00:07, 1.53s/it]\n15007 0.2623 0.0195 0.0035 : 92%|█████████▏| 44/48 [01:09<00:06, 1.57s/it]\n15007 0.2623 0.0195 0.0035 : 94%|█████████▍| 45/48 [01:10<00:04, 1.44s/it]\n15007 0.2623 0.0195 0.0035 : 96%|█████████▌| 46/48 [01:12<00:02, 1.49s/it]\n15007 0.2623 0.0195 0.0035 : 98%|█████████▊| 47/48 [01:15<00:01, 1.88s/it]\n15007 0.2623 0.0195 0.0035 : 100%|██████████| 48/48 [01:16<00:00, 1.89s/it]\n15007 0.2623 0.0195 0.0035 : 100%|██████████| 48/48 [01:16<00:00, 1.60s/it]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 10\n epoch_size: 48\n batches_per_epoch: 48\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/48 [00:00<?, ?it/s]\n 2%|▏ | 1/48 [00:01<01:02, 1.32s/it]\n 4%|▍ | 2/48 [00:02<01:02, 1.35s/it]\n 6%|▋ | 3/48 [00:03<00:59, 1.33s/it]\n 8%|▊ | 4/48 [00:06<01:10, 1.61s/it]\n 10%|█ | 5/48 [00:07<01:03, 1.47s/it]\n 12%|█▎ | 6/48 [00:08<00:57, 1.38s/it]\n 15%|█▍ | 7/48 [00:09<00:48, 1.19s/it]\n 17%|█▋ | 8/48 [00:10<00:53, 1.33s/it]\n 19%|█▉ | 9/48 [00:12<00:54, 1.41s/it]\n 21%|██ | 10/48 [00:14<00:59, 1.58s/it]\n 23%|██▎ | 11/48 [00:15<00:54, 1.47s/it]\n 25%|██▌ | 12/48 [00:17<00:56, 1.56s/it]\n 27%|██▋ | 13/48 [00:19<01:00, 1.72s/it]\n 29%|██▉ | 14/48 [00:20<00:53, 1.57s/it]\n 31%|███▏ | 15/48 [00:22<00:50, 1.52s/it]\n 33%|███▎ | 16/48 [00:23<00:46, 1.45s/it]\n 35%|███▌ | 17/48 [00:25<00:50, 1.63s/it]\n 38%|███▊ | 18/48 [00:27<00:50, 1.69s/it]\n 40%|███▉ | 19/48 [00:28<00:48, 1.66s/it]\n15035 0.2568 0.0203 0.0040 : 40%|███▉ | 19/48 [00:30<00:48, 1.66s/it]\n15035 0.2568 0.0203 0.0040 : 42%|████▏ | 20/48 [00:30<00:44, 1.58s/it]\n15035 0.2568 0.0203 0.0040 : 44%|████▍ | 21/48 [00:31<00:39, 1.48s/it]\n15035 0.2568 0.0203 0.0040 : 46%|████▌ | 22/48 [00:33<00:42, 1.62s/it]\n15035 0.2568 0.0203 0.0040 : 48%|████▊ | 23/48 [00:34<00:36, 1.48s/it]\n15035 0.2568 0.0203 0.0040 : 50%|█████ | 24/48 [00:35<00:34, 1.42s/it]\n15035 0.2568 0.0203 0.0040 : 52%|█████▏ | 25/48 [00:37<00:31, 1.37s/it]\n15035 0.2568 0.0203 0.0040 : 54%|█████▍ | 26/48 [00:38<00:32, 1.47s/it]\n15035 0.2568 0.0203 0.0040 : 56%|█████▋ | 27/48 [00:40<00:30, 1.45s/it]\n15035 0.2568 0.0203 0.0040 : 58%|█████▊ | 28/48 [00:41<00:30, 1.51s/it]\n15035 0.2568 0.0203 0.0040 : 60%|██████ | 29/48 [00:43<00:29, 1.54s/it]\n15035 0.2568 0.0203 0.0040 : 62%|██████▎ | 30/48 [00:44<00:26, 1.48s/it]\n15035 0.2568 0.0203 0.0040 : 65%|██████▍ | 31/48 [00:46<00:26, 1.57s/it]\n15035 0.2568 0.0203 0.0040 : 67%|██████▋ | 32/48 [00:47<00:23, 1.44s/it]\n15035 0.2568 0.0203 0.0040 : 69%|██████▉ | 33/48 [00:49<00:21, 1.41s/it]\n15035 0.2568 0.0203 0.0040 : 71%|███████ | 34/48 [00:50<00:18, 1.33s/it]\n15035 0.2568 0.0203 0.0040 : 73%|███████▎ | 35/48 [00:52<00:20, 1.60s/it]\n15035 0.2568 0.0203 0.0040 : 75%|███████▌ | 36/48 [00:53<00:18, 1.51s/it]\n15035 0.2568 0.0203 0.0040 : 77%|███████▋ | 37/48 [00:55<00:17, 1.58s/it]\n15035 0.2568 0.0203 0.0040 : 79%|███████▉ | 38/48 [00:57<00:16, 1.68s/it]\n15035 0.2568 0.0203 0.0040 : 81%|████████▏ | 39/48 [00:59<00:15, 1.77s/it]\n15055 0.2778 0.0207 0.0052 : 81%|████████▏ | 39/48 [01:00<00:15, 1.77s/it]\n15055 0.2778 0.0207 0.0052 : 83%|████████▎ | 40/48 [01:00<00:11, 1.48s/it]\n15055 0.2778 0.0207 0.0052 : 85%|████████▌ | 41/48 [01:02<00:11, 1.65s/it]\n15055 0.2778 0.0207 0.0052 : 88%|████████▊ | 42/48 [01:03<00:09, 1.53s/it]\n15055 0.2778 0.0207 0.0052 : 90%|████████▉ | 43/48 [01:04<00:06, 1.31s/it]\n15055 0.2778 0.0207 0.0052 : 92%|█████████▏| 44/48 [01:05<00:04, 1.24s/it]\n15055 0.2778 0.0207 0.0052 : 94%|█████████▍| 45/48 [01:06<00:04, 1.34s/it]\n15055 0.2778 0.0207 0.0052 : 96%|█████████▌| 46/48 [01:08<00:02, 1.29s/it]\n15055 0.2778 0.0207 0.0052 : 98%|█████████▊| 47/48 [01:09<00:01, 1.37s/it]\n15055 0.2778 0.0207 0.0052 : 100%|██████████| 48/48 [01:10<00:00, 1.32s/it]\n15055 0.2778 0.0207 0.0052 : 100%|██████████| 48/48 [01:10<00:00, 1.48s/it]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 11\n epoch_size: 48\n batches_per_epoch: 48\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/48 [00:00<?, ?it/s]\n 2%|▏ | 1/48 [00:00<00:40, 1.15it/s]\n 4%|▍ | 2/48 [00:02<00:59, 1.29s/it]\n 6%|▋ | 3/48 [00:03<00:49, 1.10s/it]\n 8%|▊ | 4/48 [00:05<00:59, 1.36s/it]\n 10%|█ | 5/48 [00:06<01:03, 1.48s/it]\n 12%|█▎ | 6/48 [00:07<00:56, 1.34s/it]\n 15%|█▍ | 7/48 [00:09<01:00, 1.48s/it]\n 17%|█▋ | 8/48 [00:11<01:04, 1.61s/it]\n 19%|█▉ | 9/48 [00:13<01:02, 1.61s/it]\n 21%|██ | 10/48 [00:13<00:51, 1.36s/it]\n 23%|██▎ | 11/48 [00:15<00:50, 1.37s/it]\n 25%|██▌ | 12/48 [00:16<00:47, 1.33s/it]\n 27%|██▋ | 13/48 [00:18<00:53, 1.52s/it]\n 29%|██▉ | 14/48 [00:20<00:52, 1.55s/it]\n 31%|███▏ | 15/48 [00:21<00:51, 1.57s/it]\n 33%|███▎ | 16/48 [00:23<00:54, 1.70s/it]\n 35%|███▌ | 17/48 [00:25<00:49, 1.60s/it]\n 38%|███▊ | 18/48 [00:26<00:46, 1.53s/it]\n 40%|███▉ | 19/48 [00:28<00:45, 1.56s/it]\n15083 0.2630 0.0206 0.0045 : 40%|███▉ | 19/48 [00:29<00:45, 1.56s/it]\n15083 0.2630 0.0206 0.0045 : 42%|████▏ | 20/48 [00:29<00:40, 1.43s/it]\n15083 0.2630 0.0206 0.0045 : 44%|████▍ | 21/48 [00:30<00:40, 1.52s/it]\n15083 0.2630 0.0206 0.0045 : 46%|████▌ | 22/48 [00:33<00:43, 1.69s/it]\n15083 0.2630 0.0206 0.0045 : 48%|████▊ | 23/48 [00:34<00:38, 1.54s/it]\n15083 0.2630 0.0206 0.0045 : 50%|█████ | 24/48 [00:35<00:38, 1.60s/it]\n15083 0.2630 0.0206 0.0045 : 52%|█████▏ | 25/48 [00:37<00:33, 1.46s/it]\n15083 0.2630 0.0206 0.0045 : 54%|█████▍ | 26/48 [00:38<00:33, 1.52s/it]\n15083 0.2630 0.0206 0.0045 : 56%|█████▋ | 27/48 [00:41<00:39, 1.90s/it]\n15083 0.2630 0.0206 0.0045 : 58%|█████▊ | 28/48 [00:42<00:34, 1.75s/it]\n15083 0.2630 0.0206 0.0045 : 60%|██████ | 29/48 [00:44<00:32, 1.72s/it]\n15083 0.2630 0.0206 0.0045 : 62%|██████▎ | 30/48 [00:46<00:31, 1.77s/it]\n15083 0.2630 0.0206 0.0045 : 65%|██████▍ | 31/48 [00:48<00:29, 1.73s/it]\n15083 0.2630 0.0206 0.0045 : 67%|██████▋ | 32/48 [00:49<00:23, 1.47s/it]\n15083 0.2630 0.0206 0.0045 : 69%|██████▉ | 33/48 [00:50<00:22, 1.53s/it]\n15083 0.2630 0.0206 0.0045 : 71%|███████ | 34/48 [00:51<00:20, 1.44s/it]\n15083 0.2630 0.0206 0.0045 : 73%|███████▎ | 35/48 [00:53<00:20, 1.60s/it]\n15083 0.2630 0.0206 0.0045 : 75%|███████▌ | 36/48 [00:56<00:22, 1.86s/it]\n15083 0.2630 0.0206 0.0045 : 77%|███████▋ | 37/48 [00:57<00:18, 1.69s/it]\n15083 0.2630 0.0206 0.0045 : 79%|███████▉ | 38/48 [00:58<00:15, 1.59s/it]\n15083 0.2630 0.0206 0.0045 : 81%|████████▏ | 39/48 [01:00<00:14, 1.60s/it]\n15103 0.2828 0.0199 0.0034 : 81%|████████▏ | 39/48 [01:02<00:14, 1.60s/it]\n15103 0.2828 0.0199 0.0034 : 83%|████████▎ | 40/48 [01:02<00:13, 1.66s/it]\n15103 0.2828 0.0199 0.0034 : 85%|████████▌ | 41/48 [01:03<00:10, 1.56s/it]\n15103 0.2828 0.0199 0.0034 : 88%|████████▊ | 42/48 [01:05<00:09, 1.57s/it]\n15103 0.2828 0.0199 0.0034 : 90%|████████▉ | 43/48 [01:06<00:07, 1.47s/it]\n15103 0.2828 0.0199 0.0034 : 92%|█████████▏| 44/48 [01:08<00:06, 1.52s/it]\n15103 0.2828 0.0199 0.0034 : 94%|█████████▍| 45/48 [01:09<00:04, 1.40s/it]\n15103 0.2828 0.0199 0.0034 : 96%|█████████▌| 46/48 [01:11<00:03, 1.51s/it]\n15103 0.2828 0.0199 0.0034 : 98%|█████████▊| 47/48 [01:13<00:01, 1.63s/it]\n15103 0.2828 0.0199 0.0034 : 100%|██████████| 48/48 [01:14<00:00, 1.66s/it]\n15103 0.2828 0.0199 0.0034 : 100%|██████████| 48/48 [01:14<00:00, 1.56s/it]\nSetting up [LPIPS] perceptual loss: trunk [vgg], v[0.1], spatial [off]\nLoading model from: /root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/lpips/weights/v0.1/vgg.pth\nDetected LLFF dataset\nUsing pre-scaled images from /root/.cache/arf-svox2/data/llff/trex/images_4\nLoaded LLFF data /root/.cache/arf-svox2/data/llff/trex 14.611281520672364 128.97241851887296\nrecentered (3, 4)\n[ 2.296519 10.719525]\nOverriding offset 250-> 250\ndmin = 2.296519, dmax = 10.719525, invz = 0, offset = 250\n\n 0%| | 0/7 [00:00<?, ?it/s]\n 43%|████▎ | 3/7 [00:00<00:00, 24.99it/s]\n100%|██████████| 7/7 [00:00<00:00, 28.18it/s]\n100%|██████████| 7/7 [00:00<00:00, 27.70it/s]\n\n 0%| | 0/120 [00:00<?, ?it/s]\n100%|██████████| 120/120 [00:00<00:00, 71099.94it/s]\nz_bounds from LLFF: [2.2965190410614014, 10.719525337219238] (not used)\nscene_radius [1.496031746031746, 1.6613756613756614, 1.0]\nWriting to /root/.cache/arf-svox2/ckpt_arf/llff/trex/c4882774-bd04-4a55-bf10-9307788a9294/test_renders_path\n\n 0%| | 0/120 [00:00<?, ?it/s]\n 1%| | 1/120 [00:00<00:54, 2.19it/s]\n 2%|▏ | 2/120 [00:00<00:49, 2.40it/s]\n 2%|▎ | 3/120 [00:01<00:48, 2.42it/s]\n 3%|▎ | 4/120 [00:01<00:47, 2.45it/s]\n 4%|▍ | 5/120 [00:02<00:46, 2.47it/s]\n 5%|▌ | 6/120 [00:02<00:46, 2.46it/s]\n 6%|▌ | 7/120 [00:02<00:45, 2.49it/s]\n 7%|▋ | 8/120 [00:03<00:44, 2.51it/s]\n 8%|▊ | 9/120 [00:03<00:43, 2.54it/s]\n 8%|▊ | 10/120 [00:03<00:42, 2.60it/s]\n 9%|▉ | 11/120 [00:04<00:41, 2.63it/s]\n 10%|█ | 12/120 [00:04<00:40, 2.70it/s]\n 11%|█ | 13/120 [00:05<00:38, 2.76it/s]\n 12%|█▏ | 14/120 [00:05<00:37, 2.80it/s]\n 12%|█▎ | 15/120 [00:05<00:36, 2.84it/s]\n 13%|█▎ | 16/120 [00:06<00:36, 2.87it/s]\n 14%|█▍ | 17/120 [00:06<00:35, 2.88it/s]\n 15%|█▌ | 18/120 [00:06<00:35, 2.89it/s]\n 16%|█▌ | 19/120 [00:07<00:35, 2.88it/s]\n 17%|█▋ | 20/120 [00:07<00:35, 2.84it/s]\n 18%|█▊ | 21/120 [00:07<00:35, 2.80it/s]\n 18%|█▊ | 22/120 [00:08<00:35, 2.73it/s]\n 19%|█▉ | 23/120 [00:08<00:36, 2.67it/s]\n 20%|██ | 24/120 [00:09<00:36, 2.61it/s]\n 21%|██ | 25/120 [00:09<00:37, 2.56it/s]\n 22%|██▏ | 26/120 [00:09<00:37, 2.51it/s]\n 22%|██▎ | 27/120 [00:10<00:37, 2.47it/s]\n 23%|██▎ | 28/120 [00:10<00:37, 2.44it/s]\n 24%|██▍ | 29/120 [00:11<00:37, 2.42it/s]\n 25%|██▌ | 30/120 [00:11<00:37, 2.42it/s]\n 26%|██▌ | 31/120 [00:11<00:36, 2.43it/s]\n 27%|██▋ | 32/120 [00:12<00:36, 2.42it/s]\n 28%|██▊ | 33/120 [00:12<00:36, 2.39it/s]\n 28%|██▊ | 34/120 [00:13<00:36, 2.35it/s]\n 29%|██▉ | 35/120 [00:13<00:36, 2.32it/s]\n 30%|███ | 36/120 [00:14<00:36, 2.29it/s]\n 31%|███ | 37/120 [00:14<00:36, 2.28it/s]\n 32%|███▏ | 38/120 [00:15<00:36, 2.27it/s]\n 32%|███▎ | 39/120 [00:15<00:35, 2.27it/s]\n 33%|███▎ | 40/120 [00:15<00:34, 2.29it/s]\n 34%|███▍ | 41/120 [00:16<00:34, 2.32it/s]\n 35%|███▌ | 42/120 [00:16<00:33, 2.35it/s]\n 36%|███▌ | 43/120 [00:17<00:32, 2.39it/s]\n 37%|███▋ | 44/120 [00:17<00:31, 2.43it/s]\n 38%|███▊ | 45/120 [00:17<00:30, 2.46it/s]\n 38%|███▊ | 46/120 [00:18<00:29, 2.48it/s]\n 39%|███▉ | 47/120 [00:18<00:29, 2.49it/s]\n 40%|████ | 48/120 [00:19<00:28, 2.50it/s]\n 41%|████ | 49/120 [00:19<00:28, 2.49it/s]\n 42%|████▏ | 50/120 [00:19<00:28, 2.47it/s]\n 42%|████▎ | 51/120 [00:20<00:28, 2.43it/s]\n 43%|████▎ | 52/120 [00:20<00:28, 2.39it/s]\n 44%|████▍ | 53/120 [00:21<00:28, 2.34it/s]\n 45%|████▌ | 54/120 [00:21<00:28, 2.30it/s]\n 46%|████▌ | 55/120 [00:22<00:28, 2.27it/s]\n 47%|████▋ | 56/120 [00:22<00:28, 2.24it/s]\n 48%|████▊ | 57/120 [00:23<00:28, 2.23it/s]\n 48%|████▊ | 58/120 [00:23<00:27, 2.23it/s]\n 49%|████▉ | 59/120 [00:23<00:27, 2.24it/s]\n 50%|█████ | 60/120 [00:24<00:26, 2.28it/s]\n 51%|█████ | 61/120 [00:24<00:25, 2.35it/s]\n 52%|█████▏ | 62/120 [00:25<00:24, 2.36it/s]\n 52%|█████▎ | 63/120 [00:25<00:24, 2.36it/s]\n 53%|█████▎ | 64/120 [00:26<00:23, 2.36it/s]\n 54%|█████▍ | 65/120 [00:26<00:23, 2.35it/s]\n 55%|█████▌ | 66/120 [00:26<00:22, 2.35it/s]\n 56%|█████▌ | 67/120 [00:27<00:22, 2.36it/s]\n 57%|█████▋ | 68/120 [00:27<00:21, 2.38it/s]\n 57%|█████▊ | 69/120 [00:28<00:21, 2.41it/s]\n 58%|█████▊ | 70/120 [00:28<00:20, 2.45it/s]\n 59%|█████▉ | 71/120 [00:28<00:19, 2.49it/s]\n 60%|██████ | 72/120 [00:29<00:18, 2.53it/s]\n 61%|██████ | 73/120 [00:29<00:18, 2.58it/s]\n 62%|██████▏ | 74/120 [00:29<00:17, 2.64it/s]\n 62%|██████▎ | 75/120 [00:30<00:16, 2.68it/s]\n 63%|██████▎ | 76/120 [00:30<00:16, 2.70it/s]\n 64%|██████▍ | 77/120 [00:31<00:15, 2.72it/s]\n 65%|██████▌ | 78/120 [00:31<00:15, 2.73it/s]\n 66%|██████▌ | 79/120 [00:31<00:15, 2.72it/s]\n 67%|██████▋ | 80/120 [00:32<00:14, 2.69it/s]\n 68%|██████▊ | 81/120 [00:32<00:14, 2.65it/s]\n 68%|██████▊ | 82/120 [00:32<00:14, 2.60it/s]\n 69%|██████▉ | 83/120 [00:33<00:14, 2.55it/s]\n 70%|███████ | 84/120 [00:33<00:14, 2.50it/s]\n 71%|███████ | 85/120 [00:34<00:14, 2.45it/s]\n 72%|███████▏ | 86/120 [00:34<00:14, 2.41it/s]\n 72%|███████▎ | 87/120 [00:35<00:13, 2.38it/s]\n 73%|███████▎ | 88/120 [00:35<00:13, 2.36it/s]\n 74%|███████▍ | 89/120 [00:35<00:13, 2.36it/s]\n 75%|███████▌ | 90/120 [00:36<00:12, 2.36it/s]\n 76%|███████▌ | 91/120 [00:36<00:12, 2.36it/s]\n 77%|███████▋ | 92/120 [00:37<00:11, 2.35it/s]\n 78%|███████▊ | 93/120 [00:37<00:11, 2.32it/s]\n 78%|███████▊ | 94/120 [00:38<00:11, 2.30it/s]\n 79%|███████▉ | 95/120 [00:38<00:11, 2.27it/s]\n 80%|████████ | 96/120 [00:39<00:10, 2.25it/s]\n 81%|████████ | 97/120 [00:39<00:10, 2.25it/s]\n 82%|████████▏ | 98/120 [00:39<00:09, 2.25it/s]\n 82%|████████▎ | 99/120 [00:40<00:09, 2.26it/s]\n 83%|████████▎ | 100/120 [00:40<00:08, 2.28it/s]\n 84%|████████▍ | 101/120 [00:41<00:08, 2.31it/s]\n 85%|████████▌ | 102/120 [00:41<00:07, 2.34it/s]\n 86%|████████▌ | 103/120 [00:42<00:07, 2.38it/s]\n 87%|████████▋ | 104/120 [00:42<00:06, 2.42it/s]\n 88%|████████▊ | 105/120 [00:42<00:06, 2.45it/s]\n 88%|████████▊ | 106/120 [00:43<00:05, 2.47it/s]\n 89%|████████▉ | 107/120 [00:43<00:05, 2.48it/s]\n 90%|█████████ | 108/120 [00:44<00:04, 2.50it/s]\n 91%|█████████ | 109/120 [00:44<00:04, 2.50it/s]\n 92%|█████████▏| 110/120 [00:44<00:04, 2.47it/s]\n 92%|█████████▎| 111/120 [00:45<00:03, 2.45it/s]\n 93%|█████████▎| 112/120 [00:45<00:03, 2.41it/s]\n 94%|█████████▍| 113/120 [00:46<00:02, 2.37it/s]\n 95%|█████████▌| 114/120 [00:46<00:02, 2.34it/s]\n 96%|█████████▌| 115/120 [00:47<00:02, 2.31it/s]\n 97%|█████████▋| 116/120 [00:47<00:01, 2.28it/s]\n 98%|█████████▊| 117/120 [00:47<00:01, 2.27it/s]\n 98%|█████████▊| 118/120 [00:48<00:00, 2.27it/s]\n 99%|█████████▉| 119/120 [00:48<00:00, 2.28it/s]\n100%|██████████| 120/120 [00:49<00:00, 2.32it/s]\n100%|██████████| 120/120 [00:49<00:00, 2.44it/s]\nIMAGEIO FFMPEG_WRITER WARNING: input image is not divisible by macro_block_size=8, resizing from (1008, 756) to (1008, 760) to ensure video compatibility with most codecs and players. To prevent resizing, make your input image divisible by the macro_block_size or set the macro_block_size to 1 (risking incompatibility).", "metrics": { "predict_time": 1082.753541, "total_time": 2031.293464 }, "output": "https://replicate.delivery/mgxm/6e7e83be-613f-40b2-999f-ebbb59487289/test_renders_path.mp4", "started_at": "2022-06-23T08:25:57.294291Z", "status": "succeeded", "urls": { "get": "https://api.replicate.com/v1/predictions/nvq4xchoezdvrejwctnkbif5my", "cancel": "https://api.replicate.com/v1/predictions/nvq4xchoezdvrejwctnkbif5my/cancel" }, "version": "2c98bc84b814b4c99ff7505f5017b7a5e94b96018daed2fd4284bbb469ec887e" }Generated inDownloading checkpoint for trex Detected LLFF dataset Using pre-scaled images from /root/.cache/arf-svox2/data/llff/trex/images_4 Loaded LLFF data /root/.cache/arf-svox2/data/llff/trex 14.611281520672364 128.97241851887296 recentered (3, 4) [ 2.296519 10.719525] Overriding offset 250-> 250 dmin = 2.296519, dmax = 10.719525, invz = 0, offset = 250 0%| | 0/48 [00:00<?, ?it/s] 6%|▋ | 3/48 [00:00<00:01, 24.43it/s] 15%|█▍ | 7/48 [00:00<00:01, 29.05it/s] 23%|██▎ | 11/48 [00:00<00:01, 30.21it/s] 31%|███▏ | 15/48 [00:00<00:01, 29.95it/s] 38%|███▊ | 18/48 [00:00<00:01, 29.78it/s] 44%|████▍ | 21/48 [00:00<00:00, 28.54it/s] 50%|█████ | 24/48 [00:00<00:00, 28.38it/s] 56%|█████▋ | 27/48 [00:00<00:00, 28.02it/s] 62%|██████▎ | 30/48 [00:01<00:00, 27.78it/s] 69%|██████▉ | 33/48 [00:01<00:00, 27.80it/s] 75%|███████▌ | 36/48 [00:01<00:00, 28.00it/s] 81%|████████▏ | 39/48 [00:01<00:00, 28.44it/s] 88%|████████▊ | 42/48 [00:01<00:00, 28.75it/s] 94%|█████████▍| 45/48 [00:01<00:00, 28.73it/s] 100%|██████████| 48/48 [00:01<00:00, 28.80it/s] 100%|██████████| 48/48 [00:01<00:00, 28.60it/s] z_bounds from LLFF: [2.2965190410614014, 10.719525337219238] (not used) scene_radius [1.496031746031746, 1.6613756613756614, 1.0] Generating rays, scaling factor 1 ic| "Loaded ckpt: ": 'Loaded ckpt: ' args.init_ckpt: '/root/.cache/arf-svox2/ckpt_svox2/llff/trex/ckpt.npz' ic| grid.basis_dim: 1 Render options RenderOptions(backend='cuvol', background_brightness=0.5, step_size=0.5, sigma_thresh=1e-08, stop_thresh=1e-07, last_sample_opaque=False, near_clip=0.0, use_spheric_clip=False, random_sigma_std=0.0, random_sigma_std_background=0.0) opt_style.py:508: DeprecationWarning: Starting with ImageIO v3 the behavior of this function will switch to that of iio.v3.imread. To keep the current behavior (and make this warning dissapear) use `import imageio.v2 as imageio` or call `imageio.v2.imread` directly. style_img = imageio.imread(args.style).astype(np.float32) / 255.0 ic| "Style image: ": 'Style image: ' args.style: '/tmp/tmpu5hzjeqp382c801f-ee9f-45c0-b04b-78b314bf92af.png' style_img.shape: torch.Size([504, 336, 3]) Downloading: "https://download.pytorch.org/models/vgg16-397923af.pth" to /root/.cache/torch/hub/checkpoints/vgg16-397923af.pth 0%| | 0.00/528M [00:00<?, ?B/s] 0%| | 624k/528M [00:00<01:26, 6.35MB/s] 0%| | 1.62M/528M [00:00<01:02, 8.87MB/s] 1%| | 3.20M/528M [00:00<00:44, 12.3MB/s] 1%| | 5.74M/528M [00:00<00:30, 17.9MB/s] 2%|▏ | 9.74M/528M [00:00<00:20, 26.5MB/s] 3%|▎ | 16.1M/528M [00:00<00:13, 40.2MB/s] 5%|▌ | 26.4M/528M [00:00<00:08, 62.2MB/s] 8%|▊ | 43.2M/528M [00:00<00:05, 98.5MB/s] 13%|█▎ | 69.5M/528M [00:00<00:03, 154MB/s] 19%|█▊ | 98.1M/528M [00:01<00:02, 199MB/s] 24%|██▍ | 127M/528M [00:01<00:01, 230MB/s] 30%|██▉ | 156M/528M [00:01<00:01, 252MB/s] 35%|███▍ | 185M/528M [00:01<00:01, 268MB/s] 40%|████ | 214M/528M [00:01<00:01, 278MB/s] 46%|████▌ | 242M/528M [00:01<00:01, 286MB/s] 51%|█████▏ | 271M/528M [00:01<00:00, 291MB/s] 57%|█████▋ | 300M/528M [00:01<00:00, 295MB/s] 62%|██████▏ | 329M/528M [00:01<00:00, 298MB/s] 68%|██████▊ | 358M/528M [00:01<00:00, 300MB/s] 73%|███████▎ | 387M/528M [00:02<00:00, 300MB/s] 79%|███████▉ | 416M/528M [00:02<00:00, 300MB/s] 84%|████████▍ | 445M/528M [00:02<00:00, 302MB/s] 90%|████████▉ | 474M/528M [00:02<00:00, 302MB/s] 95%|█████████▌| 503M/528M [00:02<00:00, 303MB/s] 100%|██████████| 528M/528M [00:02<00:00, 222MB/s] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 0 epoch_size: 36578304 batches_per_epoch: 7316 batch_size: 5000 optim_type: 'ray' 0%| | 0/7316 [00:00<?, ?it/s] 0%| | 5/7316 [00:00<02:59, 40.63it/s] 0%| | 10/7316 [00:00<02:55, 41.64it/s] 0%| | 18/7316 [00:00<02:13, 54.64it/s] 19 17.4498 : 0%| | 18/7316 [00:00<02:13, 54.64it/s] 19 17.4498 : 0%| | 26/7316 [00:00<01:55, 62.96it/s] 19 17.4498 : 0%| | 36/7316 [00:00<01:39, 73.18it/s] 39 16.3883 : 0%| | 36/7316 [00:00<01:39, 73.18it/s] 39 16.3883 : 1%| | 47/7316 [00:00<01:26, 84.20it/s] 39 16.3883 : 1%| | 59/7316 [00:00<01:17, 93.88it/s] 59 16.4355 : 1%| | 59/7316 [00:00<01:17, 93.88it/s] 59 16.4355 : 1%| | 71/7316 [00:00<01:13, 99.15it/s] 79 16.0873 : 1%| | 71/7316 [00:00<01:13, 99.15it/s] 79 16.0873 : 1%| | 82/7316 [00:00<01:11, 101.35it/s] 79 16.0873 : 1%|▏ | 93/7316 [00:01<01:09, 103.22it/s] 99 16.5722 : 1%|▏ | 93/7316 [00:01<01:09, 103.22it/s] 99 16.5722 : 1%|▏ | 105/7316 [00:01<01:07, 106.26it/s] 99 16.5722 : 2%|▏ | 117/7316 [00:01<01:06, 108.98it/s] 119 14.3405 : 2%|▏ | 117/7316 [00:01<01:06, 108.98it/s] 119 14.3405 : 2%|▏ | 129/7316 [00:01<01:04, 111.04it/s] 139 14.6643 : 2%|▏ | 129/7316 [00:01<01:04, 111.04it/s] 139 14.6643 : 2%|▏ | 141/7316 [00:01<01:03, 113.20it/s] 139 14.6643 : 2%|▏ | 153/7316 [00:01<01:03, 113.46it/s] 159 18.5013 : 2%|▏ | 153/7316 [00:01<01:03, 113.46it/s] 159 18.5013 : 2%|▏ | 165/7316 [00:01<01:06, 107.96it/s] 159 18.5013 : 2%|▏ | 176/7316 [00:01<01:10, 100.89it/s] 179 21.3667 : 2%|▏ | 176/7316 [00:01<01:10, 100.89it/s] 179 21.3667 : 3%|▎ | 187/7316 [00:01<01:11, 100.27it/s] 179 21.3667 : 3%|▎ | 199/7316 [00:02<01:07, 104.86it/s] 199 18.4309 : 3%|▎ | 199/7316 [00:02<01:07, 104.86it/s] 199 18.4309 : 3%|▎ | 212/7316 [00:02<01:04, 110.58it/s] 219 19.5227 : 3%|▎ | 212/7316 [00:02<01:04, 110.58it/s] 219 19.5227 : 3%|▎ | 224/7316 [00:02<01:03, 112.36it/s] 219 19.5227 : 3%|▎ | 236/7316 [00:02<01:03, 112.27it/s] 239 20.4563 : 3%|▎ | 236/7316 [00:02<01:03, 112.27it/s] 239 20.4563 : 3%|▎ | 248/7316 [00:02<01:02, 113.60it/s] 259 19.0478 : 3%|▎ | 248/7316 [00:02<01:02, 113.60it/s] 259 19.0478 : 4%|▎ | 261/7316 [00:02<01:00, 116.01it/s] 259 19.0478 : 4%|▎ | 274/7316 [00:02<00:58, 119.96it/s] 279 18.7416 : 4%|▎ | 274/7316 [00:02<00:58, 119.96it/s] 279 18.7416 : 4%|▍ | 287/7316 [00:02<00:57, 122.19it/s] 299 17.5597 : 4%|▍ | 287/7316 [00:02<00:57, 122.19it/s] 299 17.5597 : 4%|▍ | 300/7316 [00:02<00:56, 123.09it/s] 299 17.5597 : 4%|▍ | 313/7316 [00:03<00:59, 117.85it/s] 319 22.5344 : 4%|▍ | 313/7316 [00:03<00:59, 117.85it/s] 319 22.5344 : 4%|▍ | 325/7316 [00:03<01:04, 108.29it/s] 319 22.5344 : 5%|▍ | 336/7316 [00:03<01:07, 102.99it/s] 339 22.3746 : 5%|▍ | 336/7316 [00:03<01:07, 102.99it/s] 339 22.3746 : 5%|▍ | 348/7316 [00:03<01:06, 105.38it/s] 359 20.9328 : 5%|▍ | 348/7316 [00:03<01:06, 105.38it/s] 359 20.9328 : 5%|▍ | 361/7316 [00:03<01:03, 110.28it/s] 359 20.9328 : 5%|▌ | 374/7316 [00:03<01:01, 113.50it/s] 379 21.4991 : 5%|▌ | 374/7316 [00:03<01:01, 113.50it/s] 379 21.4991 : 5%|▌ | 386/7316 [00:03<01:01, 113.12it/s] 379 21.4991 : 5%|▌ | 398/7316 [00:03<01:01, 112.98it/s] 399 22.0304 : 5%|▌ | 398/7316 [00:03<01:01, 112.98it/s] 399 22.0304 : 6%|▌ | 410/7316 [00:03<01:00, 114.91it/s] 419 20.8862 : 6%|▌ | 410/7316 [00:03<01:00, 114.91it/s] 419 20.8862 : 6%|▌ | 423/7316 [00:04<00:58, 118.20it/s] 419 20.8862 : 6%|▌ | 436/7316 [00:04<00:57, 120.34it/s] 439 21.4395 : 6%|▌ | 436/7316 [00:04<00:57, 120.34it/s] 439 21.4395 : 6%|▌ | 449/7316 [00:04<00:56, 121.55it/s] 459 22.4029 : 6%|▌ | 449/7316 [00:04<00:56, 121.55it/s] 459 22.4029 : 6%|▋ | 462/7316 [00:04<00:58, 117.45it/s] 459 22.4029 : 6%|▋ | 474/7316 [00:04<01:04, 106.21it/s] 479 24.7828 : 6%|▋ | 474/7316 [00:04<01:04, 106.21it/s] 479 24.7828 : 7%|▋ | 485/7316 [00:04<01:08, 99.85it/s] 479 24.7828 : 7%|▋ | 496/7316 [00:04<01:08, 100.13it/s] 499 22.3912 : 7%|▋ | 496/7316 [00:04<01:08, 100.13it/s] 499 22.3912 : 7%|▋ | 508/7316 [00:04<01:04, 104.89it/s] 519 22.6727 : 7%|▋ | 508/7316 [00:04<01:04, 104.89it/s] 519 22.6727 : 7%|▋ | 521/7316 [00:04<01:02, 109.23it/s] 519 22.6727 : 7%|▋ | 533/7316 [00:05<01:01, 110.63it/s] 539 23.2912 : 7%|▋ | 533/7316 [00:05<01:01, 110.63it/s] 539 23.2912 : 7%|▋ | 545/7316 [00:05<01:01, 110.32it/s] 539 23.2912 : 8%|▊ | 557/7316 [00:05<01:00, 111.55it/s] 559 23.8164 : 8%|▊ | 557/7316 [00:05<01:00, 111.55it/s] 559 23.8164 : 8%|▊ | 570/7316 [00:05<00:59, 114.21it/s] 579 22.5969 : 8%|▊ | 570/7316 [00:05<00:59, 114.21it/s] 579 22.5969 : 8%|▊ | 583/7316 [00:05<00:57, 116.57it/s] 579 22.5969 : 8%|▊ | 596/7316 [00:05<00:56, 118.24it/s] 599 23.5175 : 8%|▊ | 596/7316 [00:05<00:56, 118.24it/s] 599 23.5175 : 8%|▊ | 608/7316 [00:05<00:56, 117.81it/s] 619 25.8740 : 8%|▊ | 608/7316 [00:05<00:56, 117.81it/s] 619 25.8740 : 8%|▊ | 620/7316 [00:05<01:03, 104.72it/s] 619 25.8740 : 9%|▊ | 631/7316 [00:05<01:11, 94.11it/s] 639 25.1315 : 9%|▊ | 631/7316 [00:06<01:11, 94.11it/s] 639 25.1315 : 9%|▉ | 641/7316 [00:06<01:13, 90.84it/s] 639 25.1315 : 9%|▉ | 651/7316 [00:06<01:11, 92.57it/s] 659 23.6837 : 9%|▉ | 651/7316 [00:06<01:11, 92.57it/s] 659 23.6837 : 9%|▉ | 662/7316 [00:06<01:09, 95.95it/s] 659 23.6837 : 9%|▉ | 673/7316 [00:06<01:06, 99.50it/s] 679 24.1301 : 9%|▉ | 673/7316 [00:06<01:06, 99.50it/s] 679 24.1301 : 9%|▉ | 684/7316 [00:06<01:06, 100.25it/s] 679 24.1301 : 9%|▉ | 695/7316 [00:06<01:06, 99.82it/s] 699 25.0306 : 9%|▉ | 695/7316 [00:06<01:06, 99.82it/s] 699 25.0306 : 10%|▉ | 706/7316 [00:06<01:06, 100.05it/s] 699 25.0306 : 10%|▉ | 717/7316 [00:06<01:04, 101.95it/s] 719 23.9686 : 10%|▉ | 717/7316 [00:06<01:04, 101.95it/s] 719 23.9686 : 10%|▉ | 729/7316 [00:06<01:02, 105.30it/s] 739 23.9203 : 10%|▉ | 729/7316 [00:07<01:02, 105.30it/s] 739 23.9203 : 10%|█ | 741/7316 [00:07<01:01, 107.49it/s] 739 23.9203 : 10%|█ | 753/7316 [00:07<01:00, 108.87it/s] 759 24.7585 : 10%|█ | 753/7316 [00:07<01:00, 108.87it/s] 759 24.7585 : 10%|█ | 764/7316 [00:07<01:02, 105.19it/s] 759 24.7585 : 11%|█ | 775/7316 [00:07<01:17, 84.77it/s] 779 27.7892 : 11%|█ | 775/7316 [00:07<01:17, 84.77it/s] 779 27.7892 : 11%|█ | 785/7316 [00:07<01:27, 75.00it/s] 779 27.7892 : 11%|█ | 794/7316 [00:07<01:29, 72.60it/s] 799 23.6754 : 11%|█ | 794/7316 [00:07<01:29, 72.60it/s] 799 23.6754 : 11%|█ | 802/7316 [00:07<01:28, 73.99it/s] 799 23.6754 : 11%|█ | 811/7316 [00:07<01:23, 77.83it/s] 819 24.0598 : 11%|█ | 811/7316 [00:08<01:23, 77.83it/s] 819 24.0598 : 11%|█ | 821/7316 [00:08<01:19, 81.47it/s] 819 24.0598 : 11%|█▏ | 830/7316 [00:08<01:17, 83.18it/s] 819 24.0598 : 11%|█▏ | 839/7316 [00:08<01:18, 82.43it/s] 839 24.7319 : 11%|█▏ | 839/7316 [00:08<01:18, 82.43it/s] 839 24.7319 : 12%|█▏ | 848/7316 [00:08<01:19, 81.85it/s] 839 24.7319 : 12%|█▏ | 857/7316 [00:08<01:18, 81.88it/s] 859 26.1308 : 12%|█▏ | 857/7316 [00:08<01:18, 81.88it/s] 859 26.1308 : 12%|█▏ | 866/7316 [00:08<01:17, 83.06it/s] 859 26.1308 : 12%|█▏ | 876/7316 [00:08<01:15, 85.31it/s] 879 24.1717 : 12%|█▏ | 876/7316 [00:08<01:15, 85.31it/s] 879 24.1717 : 12%|█▏ | 886/7316 [00:08<01:13, 86.99it/s] 879 24.1717 : 12%|█▏ | 896/7316 [00:08<01:12, 88.64it/s] 899 23.5832 : 12%|█▏ | 896/7316 [00:08<01:12, 88.64it/s] 899 23.5832 : 12%|█▏ | 906/7316 [00:09<01:11, 89.62it/s] 899 23.5832 : 13%|█▎ | 915/7316 [00:09<01:12, 88.73it/s] 919 29.3525 : 13%|█▎ | 915/7316 [00:09<01:12, 88.73it/s] 919 29.3525 : 13%|█▎ | 924/7316 [00:09<01:27, 73.46it/s] 919 29.3525 : 13%|█▎ | 932/7316 [00:09<01:36, 66.07it/s] 919 29.3525 : 13%|█▎ | 939/7316 [00:09<01:42, 62.04it/s] 939 21.2359 : 13%|█▎ | 939/7316 [00:09<01:42, 62.04it/s] 939 21.2359 : 13%|█▎ | 946/7316 [00:09<01:43, 61.83it/s] 939 21.2359 : 13%|█▎ | 954/7316 [00:09<01:38, 64.41it/s] 959 23.8068 : 13%|█▎ | 954/7316 [00:09<01:38, 64.41it/s] 959 23.8068 : 13%|█▎ | 963/7316 [00:09<01:32, 69.05it/s] 959 23.8068 : 13%|█▎ | 972/7316 [00:10<01:26, 73.09it/s] 979 24.4720 : 13%|█▎ | 972/7316 [00:10<01:26, 73.09it/s] 979 24.4720 : 13%|█▎ | 980/7316 [00:10<01:24, 74.85it/s] 979 24.4720 : 14%|█▎ | 988/7316 [00:10<01:24, 75.14it/s] 979 24.4720 : 14%|█▎ | 996/7316 [00:10<01:24, 74.58it/s] 999 24.4017 : 14%|█▎ | 996/7316 [00:10<01:24, 74.58it/s] 999 24.4017 : 14%|█▎ | 1004/7316 [00:10<01:24, 74.55it/s] 999 24.4017 : 14%|█▍ | 1012/7316 [00:10<01:24, 74.86it/s] 1019 24.3720 : 14%|█▍ | 1012/7316 [00:10<01:24, 74.86it/s] 1019 24.3720 : 14%|█▍ | 1020/7316 [00:10<01:23, 75.60it/s] 1019 24.3720 : 14%|█▍ | 1029/7316 [00:10<01:21, 77.53it/s] 1019 24.3720 : 14%|█▍ | 1038/7316 [00:10<01:19, 79.05it/s] 1039 25.3921 : 14%|█▍ | 1038/7316 [00:10<01:19, 79.05it/s] 1039 25.3921 : 14%|█▍ | 1047/7316 [00:11<01:18, 80.18it/s] 1039 25.3921 : 14%|█▍ | 1056/7316 [00:11<01:17, 81.05it/s] 1059 24.9575 : 14%|█▍ | 1056/7316 [00:11<01:17, 81.05it/s] 1059 24.9575 : 15%|█▍ | 1065/7316 [00:11<01:17, 81.07it/s] 1059 24.9575 : 15%|█▍ | 1074/7316 [00:11<01:22, 75.47it/s] 1079 25.2731 : 15%|█▍ | 1074/7316 [00:11<01:22, 75.47it/s] 1079 25.2731 : 15%|█▍ | 1082/7316 [00:11<01:27, 71.53it/s] 1079 25.2731 : 15%|█▍ | 1090/7316 [00:11<01:26, 71.64it/s] 1079 25.2731 : 15%|█▌ | 1099/7316 [00:11<01:22, 75.60it/s] 1099 25.5024 : 15%|█▌ | 1099/7316 [00:11<01:22, 75.60it/s] 1099 25.5024 : 15%|█▌ | 1109/7316 [00:11<01:16, 81.18it/s] 1119 24.9379 : 15%|█▌ | 1109/7316 [00:11<01:16, 81.18it/s] 1119 24.9379 : 15%|█▌ | 1120/7316 [00:11<01:10, 87.30it/s] 1119 24.9379 : 15%|█▌ | 1130/7316 [00:12<01:08, 90.54it/s] 1139 23.9825 : 15%|█▌ | 1130/7316 [00:12<01:08, 90.54it/s] 1139 23.9825 : 16%|█▌ | 1140/7316 [00:12<01:07, 91.85it/s] 1139 23.9825 : 16%|█▌ | 1150/7316 [00:12<01:07, 91.88it/s] 1159 25.8571 : 16%|█▌ | 1150/7316 [00:12<01:07, 91.88it/s] 1159 25.8571 : 16%|█▌ | 1160/7316 [00:12<01:06, 92.82it/s] 1159 25.8571 : 16%|█▌ | 1170/7316 [00:12<01:05, 93.72it/s] 1179 24.7163 : 16%|█▌ | 1170/7316 [00:12<01:05, 93.72it/s] 1179 24.7163 : 16%|█▌ | 1180/7316 [00:12<01:04, 95.40it/s] 1179 24.7163 : 16%|█▋ | 1191/7316 [00:12<01:03, 97.12it/s] 1199 26.7889 : 16%|█▋ | 1191/7316 [00:12<01:03, 97.12it/s] 1199 26.7889 : 16%|█▋ | 1202/7316 [00:12<01:01, 98.85it/s] 1199 26.7889 : 17%|█▋ | 1213/7316 [00:12<01:00, 100.08it/s] 1219 28.2580 : 17%|█▋ | 1213/7316 [00:12<01:00, 100.08it/s] 1219 28.2580 : 17%|█▋ | 1224/7316 [00:13<01:03, 96.46it/s] 1219 28.2580 : 17%|█▋ | 1234/7316 [00:13<01:06, 91.35it/s] 1239 19.6557 : 17%|█▋ | 1234/7316 [00:13<01:06, 91.35it/s] 1239 19.6557 : 17%|█▋ | 1244/7316 [00:13<01:05, 92.46it/s] 1239 19.6557 : 17%|█▋ | 1256/7316 [00:13<01:01, 98.27it/s] 1259 26.8598 : 17%|█▋ | 1256/7316 [00:13<01:01, 98.27it/s] 1259 26.8598 : 17%|█▋ | 1269/7316 [00:13<00:57, 105.64it/s] 1279 25.9143 : 17%|█▋ | 1269/7316 [00:13<00:57, 105.64it/s] 1279 25.9143 : 18%|█▊ | 1282/7316 [00:13<00:54, 110.35it/s] 1279 25.9143 : 18%|█▊ | 1294/7316 [00:13<00:53, 111.96it/s] 1299 27.0419 : 18%|█▊ | 1294/7316 [00:13<00:53, 111.96it/s] 1299 27.0419 : 18%|█▊ | 1306/7316 [00:13<00:53, 111.52it/s] 1299 27.0419 : 18%|█▊ | 1318/7316 [00:13<00:53, 112.99it/s] 1319 27.7590 : 18%|█▊ | 1318/7316 [00:13<00:53, 112.99it/s] 1319 27.7590 : 18%|█▊ | 1331/7316 [00:13<00:51, 115.76it/s] 1339 28.2624 : 18%|█▊ | 1331/7316 [00:14<00:51, 115.76it/s] 1339 28.2624 : 18%|█▊ | 1344/7316 [00:14<00:50, 119.24it/s] 1339 28.2624 : 19%|█▊ | 1357/7316 [00:14<00:49, 121.26it/s] 1359 28.3192 : 19%|█▊ | 1357/7316 [00:14<00:49, 121.26it/s] 1359 28.3192 : 19%|█▊ | 1370/7316 [00:14<00:48, 121.84it/s] 1379 29.8669 : 19%|█▊ | 1370/7316 [00:14<00:48, 121.84it/s] 1379 29.8669 : 19%|█▉ | 1383/7316 [00:14<00:51, 115.12it/s] 1379 29.8669 : 19%|█▉ | 1395/7316 [00:14<00:52, 113.36it/s] 1399 24.1733 : 19%|█▉ | 1395/7316 [00:14<00:52, 113.36it/s] 1399 24.1733 : 19%|█▉ | 1409/7316 [00:14<00:49, 118.72it/s] 1419 26.4099 : 19%|█▉ | 1409/7316 [00:14<00:49, 118.72it/s] 1419 26.4099 : 19%|█▉ | 1424/7316 [00:14<00:46, 125.75it/s] 1419 26.4099 : 20%|█▉ | 1439/7316 [00:14<00:44, 131.10it/s] 1439 26.0993 : 20%|█▉ | 1439/7316 [00:14<00:44, 131.10it/s] 1439 26.0993 : 20%|█▉ | 1453/7316 [00:14<00:44, 131.92it/s] 1459 24.0516 : 20%|█▉ | 1453/7316 [00:14<00:44, 131.92it/s] 1459 24.0516 : 20%|██ | 1467/7316 [00:15<00:43, 133.16it/s] 1479 26.9407 : 20%|██ | 1467/7316 [00:15<00:43, 133.16it/s] 1479 26.9407 : 20%|██ | 1482/7316 [00:15<00:42, 136.36it/s] 1479 26.9407 : 20%|██ | 1498/7316 [00:15<00:41, 140.57it/s] 1499 28.3043 : 20%|██ | 1498/7316 [00:15<00:41, 140.57it/s] 1499 28.3043 : 21%|██ | 1513/7316 [00:15<00:40, 142.47it/s] 1519 27.1152 : 21%|██ | 1513/7316 [00:15<00:40, 142.47it/s] 1519 27.1152 : 21%|██ | 1528/7316 [00:15<00:40, 141.22it/s] 1539 30.0678 : 21%|██ | 1528/7316 [00:15<00:40, 141.22it/s] 1539 30.0678 : 21%|██ | 1543/7316 [00:15<00:44, 129.82it/s] 1539 30.0678 : 21%|██▏ | 1557/7316 [00:15<00:43, 131.28it/s] 1559 27.6103 : 21%|██▏ | 1557/7316 [00:15<00:43, 131.28it/s] 1559 27.6103 : 22%|██▏ | 1573/7316 [00:15<00:41, 137.90it/s] 1579 25.5520 : 22%|██▏ | 1573/7316 [00:15<00:41, 137.90it/s] 1579 25.5520 : 22%|██▏ | 1589/7316 [00:15<00:39, 143.55it/s] 1599 27.1236 : 22%|██▏ | 1589/7316 [00:15<00:39, 143.55it/s] 1599 27.1236 : 22%|██▏ | 1605/7316 [00:16<00:39, 145.56it/s] 1619 26.2145 : 22%|██▏ | 1605/7316 [00:16<00:39, 145.56it/s] 1619 26.2145 : 22%|██▏ | 1620/7316 [00:16<00:38, 146.58it/s] 1619 26.2145 : 22%|██▏ | 1636/7316 [00:16<00:37, 149.94it/s] 1639 24.7150 : 22%|██▏ | 1636/7316 [00:16<00:37, 149.94it/s] 1639 24.7150 : 23%|██▎ | 1653/7316 [00:16<00:36, 153.49it/s] 1659 25.4408 : 23%|██▎ | 1653/7316 [00:16<00:36, 153.49it/s] 1659 25.4408 : 23%|██▎ | 1670/7316 [00:16<00:36, 155.66it/s] 1679 28.3137 : 23%|██▎ | 1670/7316 [00:16<00:36, 155.66it/s] 1679 28.3137 : 23%|██▎ | 1686/7316 [00:16<00:39, 143.84it/s] 1699 25.9836 : 23%|██▎ | 1686/7316 [00:16<00:39, 143.84it/s] 1699 25.9836 : 23%|██▎ | 1701/7316 [00:16<00:43, 130.42it/s] 1699 25.9836 : 23%|██▎ | 1715/7316 [00:16<00:42, 131.28it/s] 1719 26.2985 : 23%|██▎ | 1715/7316 [00:16<00:42, 131.28it/s] 1719 26.2985 : 24%|██▎ | 1730/7316 [00:16<00:41, 136.13it/s] 1739 26.5175 : 24%|██▎ | 1730/7316 [00:16<00:41, 136.13it/s] 1739 26.5175 : 24%|██▍ | 1745/7316 [00:17<00:40, 139.13it/s] 1759 27.0816 : 24%|██▍ | 1745/7316 [00:17<00:40, 139.13it/s] 1759 27.0816 : 24%|██▍ | 1760/7316 [00:17<00:39, 139.47it/s] 1759 27.0816 : 24%|██▍ | 1775/7316 [00:17<00:39, 140.74it/s] 1779 27.0618 : 24%|██▍ | 1775/7316 [00:17<00:39, 140.74it/s] 1779 27.0618 : 24%|██▍ | 1791/7316 [00:17<00:38, 143.95it/s] 1799 27.5690 : 24%|██▍ | 1791/7316 [00:17<00:38, 143.95it/s] 1799 27.5690 : 25%|██▍ | 1807/7316 [00:17<00:37, 147.70it/s] 1819 26.6753 : 25%|██▍ | 1807/7316 [00:17<00:37, 147.70it/s] 1819 26.6753 : 25%|██▍ | 1822/7316 [00:17<00:37, 148.17it/s] 1819 26.6753 : 25%|██▌ | 1837/7316 [00:17<00:42, 130.32it/s] 1839 29.9514 : 25%|██▌ | 1837/7316 [00:17<00:42, 130.32it/s] 1839 29.9514 : 25%|██▌ | 1851/7316 [00:17<00:50, 107.25it/s] 1859 25.6112 : 25%|██▌ | 1851/7316 [00:17<00:50, 107.25it/s] 1859 25.6112 : 25%|██▌ | 1863/7316 [00:18<00:53, 102.56it/s] 1859 25.6112 : 26%|██▌ | 1874/7316 [00:18<00:52, 103.99it/s] 1879 25.1227 : 26%|██▌ | 1874/7316 [00:18<00:52, 103.99it/s] 1879 25.1227 : 26%|██▌ | 1885/7316 [00:18<00:51, 105.47it/s] 1879 25.1227 : 26%|██▌ | 1896/7316 [00:18<00:50, 106.55it/s] 1899 24.3576 : 26%|██▌ | 1896/7316 [00:18<00:50, 106.55it/s] 1899 24.3576 : 26%|██▌ | 1907/7316 [00:18<00:50, 106.89it/s] 1899 24.3576 : 26%|██▌ | 1918/7316 [00:18<00:50, 107.22it/s] 1919 27.0343 : 26%|██▌ | 1918/7316 [00:18<00:50, 107.22it/s] 1919 27.0343 : 26%|██▋ | 1930/7316 [00:18<00:49, 108.99it/s] 1939 25.8566 : 26%|██▋ | 1930/7316 [00:18<00:49, 108.99it/s] 1939 25.8566 : 27%|██▋ | 1942/7316 [00:18<00:48, 111.41it/s] 1939 25.8566 : 27%|██▋ | 1955/7316 [00:18<00:46, 114.82it/s] 1959 25.5429 : 27%|██▋ | 1955/7316 [00:18<00:46, 114.82it/s] 1959 25.5429 : 27%|██▋ | 1968/7316 [00:18<00:45, 116.57it/s] 1979 27.0474 : 27%|██▋ | 1968/7316 [00:19<00:45, 116.57it/s] 1979 27.0474 : 27%|██▋ | 1981/7316 [00:19<00:45, 117.81it/s] 1979 27.0474 : 27%|██▋ | 1993/7316 [00:19<00:56, 94.60it/s] 1999 33.3051 : 27%|██▋ | 1993/7316 [00:19<00:56, 94.60it/s] 1999 33.3051 : 27%|██▋ | 2004/7316 [00:19<01:05, 81.25it/s] 1999 33.3051 : 28%|██▊ | 2013/7316 [00:19<01:07, 78.36it/s] 2019 24.6899 : 28%|██▊ | 2013/7316 [00:19<01:07, 78.36it/s] 2019 24.6899 : 28%|██▊ | 2022/7316 [00:19<01:06, 79.84it/s] 2019 24.6899 : 28%|██▊ | 2032/7316 [00:19<01:03, 82.71it/s] 2039 24.8564 : 28%|██▊ | 2032/7316 [00:19<01:03, 82.71it/s] 2039 24.8564 : 28%|██▊ | 2041/7316 [00:19<01:02, 84.18it/s] 2039 24.8564 : 28%|██▊ | 2051/7316 [00:19<01:01, 86.28it/s] 2059 26.0424 : 28%|██▊ | 2051/7316 [00:20<01:01, 86.28it/s] 2059 26.0424 : 28%|██▊ | 2060/7316 [00:20<01:00, 86.74it/s] 2059 26.0424 : 28%|██▊ | 2069/7316 [00:20<01:00, 87.03it/s] 2059 26.0424 : 28%|██▊ | 2079/7316 [00:20<00:58, 89.00it/s] 2079 25.5187 : 28%|██▊ | 2079/7316 [00:20<00:58, 89.00it/s] 2079 25.5187 : 29%|██▊ | 2089/7316 [00:20<00:57, 90.73it/s] 2099 25.2377 : 29%|██▊ | 2089/7316 [00:20<00:57, 90.73it/s] 2099 25.2377 : 29%|██▊ | 2100/7316 [00:20<00:55, 93.88it/s] 2099 25.2377 : 29%|██▉ | 2111/7316 [00:20<00:53, 96.53it/s] 2119 26.4127 : 29%|██▉ | 2111/7316 [00:20<00:53, 96.53it/s] 2119 26.4127 : 29%|██▉ | 2122/7316 [00:20<00:52, 98.27it/s] 2119 26.4127 : 29%|██▉ | 2132/7316 [00:20<00:52, 98.70it/s] 2139 27.0716 : 29%|██▉ | 2132/7316 [00:20<00:52, 98.70it/s] 2139 27.0716 : 29%|██▉ | 2142/7316 [00:20<00:56, 92.11it/s] 2139 27.0716 : 29%|██▉ | 2152/7316 [00:21<00:59, 86.66it/s] 2159 18.1064 : 29%|██▉ | 2152/7316 [00:21<00:59, 86.66it/s] 2159 18.1064 : 30%|██▉ | 2162/7316 [00:21<00:58, 88.12it/s] 2159 18.1064 : 30%|██▉ | 2173/7316 [00:21<00:54, 93.88it/s] 2179 26.9502 : 30%|██▉ | 2173/7316 [00:21<00:54, 93.88it/s] 2179 26.9502 : 30%|██▉ | 2185/7316 [00:21<00:51, 99.99it/s] 2179 26.9502 : 30%|███ | 2197/7316 [00:21<00:49, 103.58it/s] 2199 25.5021 : 30%|███ | 2197/7316 [00:21<00:49, 103.58it/s] 2199 25.5021 : 30%|███ | 2209/7316 [00:21<00:48, 105.79it/s] 2219 22.9076 : 30%|███ | 2209/7316 [00:21<00:48, 105.79it/s] 2219 22.9076 : 30%|███ | 2220/7316 [00:21<00:47, 106.60it/s] 2219 22.9076 : 31%|███ | 2232/7316 [00:21<00:46, 109.15it/s] 2239 27.1159 : 31%|███ | 2232/7316 [00:21<00:46, 109.15it/s] 2239 27.1159 : 31%|███ | 2244/7316 [00:21<00:45, 111.83it/s] 2239 27.1159 : 31%|███ | 2257/7316 [00:22<00:43, 115.89it/s] 2259 25.9262 : 31%|███ | 2257/7316 [00:22<00:43, 115.89it/s] 2259 25.9262 : 31%|███ | 2270/7316 [00:22<00:42, 118.04it/s] 2279 26.6778 : 31%|███ | 2270/7316 [00:22<00:42, 118.04it/s] 2279 26.6778 : 31%|███ | 2282/7316 [00:22<00:42, 118.18it/s] 2279 26.6778 : 31%|███▏ | 2294/7316 [00:22<00:44, 114.10it/s] 2299 30.8597 : 31%|███▏ | 2294/7316 [00:22<00:44, 114.10it/s] 2299 30.8597 : 32%|███▏ | 2306/7316 [00:22<00:45, 111.20it/s] 2299 30.8597 : 32%|███▏ | 2319/7316 [00:22<00:42, 116.35it/s] 2319 25.8097 : 32%|███▏ | 2319/7316 [00:22<00:42, 116.35it/s] 2319 25.8097 : 32%|███▏ | 2334/7316 [00:22<00:40, 124.54it/s] 2339 26.7020 : 32%|███▏ | 2334/7316 [00:22<00:40, 124.54it/s] 2339 26.7020 : 32%|███▏ | 2349/7316 [00:22<00:38, 129.52it/s] 2359 26.0281 : 32%|███▏ | 2349/7316 [00:22<00:38, 129.52it/s] 2359 26.0281 : 32%|███▏ | 2364/7316 [00:22<00:37, 133.07it/s] 2359 26.0281 : 33%|███▎ | 2379/7316 [00:22<00:36, 135.50it/s] 2379 27.6476 : 33%|███▎ | 2379/7316 [00:22<00:36, 135.50it/s] 2379 27.6476 : 33%|███▎ | 2394/7316 [00:23<00:35, 138.91it/s] 2399 27.7348 : 33%|███▎ | 2394/7316 [00:23<00:35, 138.91it/s] 2399 27.7348 : 33%|███▎ | 2410/7316 [00:23<00:34, 143.90it/s] 2419 27.1453 : 33%|███▎ | 2410/7316 [00:23<00:34, 143.90it/s] 2419 27.1453 : 33%|███▎ | 2426/7316 [00:23<00:33, 147.76it/s] 2439 27.7164 : 33%|███▎ | 2426/7316 [00:23<00:33, 147.76it/s] 2439 27.7164 : 33%|███▎ | 2441/7316 [00:23<00:33, 147.13it/s] 2439 27.7164 : 34%|███▎ | 2456/7316 [00:23<00:33, 146.81it/s] 2459 27.7414 : 34%|███▎ | 2456/7316 [00:23<00:33, 146.81it/s] 2459 27.7414 : 34%|███▍ | 2473/7316 [00:23<00:31, 153.22it/s] 2479 26.5034 : 34%|███▍ | 2473/7316 [00:23<00:31, 153.22it/s] 2479 26.5034 : 34%|███▍ | 2491/7316 [00:23<00:30, 159.14it/s] 2499 24.6630 : 34%|███▍ | 2491/7316 [00:23<00:30, 159.14it/s] 2499 24.6630 : 34%|███▍ | 2508/7316 [00:23<00:29, 161.04it/s] 2519 24.1343 : 34%|███▍ | 2508/7316 [00:23<00:29, 161.04it/s] 2519 24.1343 : 35%|███▍ | 2526/7316 [00:23<00:29, 163.93it/s] 2539 26.0772 : 35%|███▍ | 2526/7316 [00:23<00:29, 163.93it/s] 2539 26.0772 : 35%|███▍ | 2544/7316 [00:23<00:28, 168.47it/s] 2559 25.1182 : 35%|███▍ | 2544/7316 [00:24<00:28, 168.47it/s] 2559 25.1182 : 35%|███▌ | 2563/7316 [00:24<00:27, 174.14it/s] 2579 24.8900 : 35%|███▌ | 2563/7316 [00:24<00:27, 174.14it/s] 2579 24.8900 : 35%|███▌ | 2582/7316 [00:24<00:26, 176.56it/s] 2599 22.7036 : 35%|███▌ | 2582/7316 [00:24<00:26, 176.56it/s] 2599 22.7036 : 36%|███▌ | 2600/7316 [00:24<00:27, 170.25it/s] 2599 22.7036 : 36%|███▌ | 2618/7316 [00:24<00:27, 170.41it/s] 2619 27.0520 : 36%|███▌ | 2618/7316 [00:24<00:27, 170.41it/s] 2619 27.0520 : 36%|███▌ | 2637/7316 [00:24<00:26, 174.96it/s] 2639 27.5144 : 36%|███▌ | 2637/7316 [00:24<00:26, 174.96it/s] 2639 27.5144 : 36%|███▋ | 2656/7316 [00:24<00:26, 176.95it/s] 2659 28.9963 : 36%|███▋ | 2656/7316 [00:24<00:26, 176.95it/s] 2659 28.9963 : 37%|███▋ | 2674/7316 [00:24<00:26, 177.75it/s] 2679 27.8373 : 37%|███▋ | 2674/7316 [00:24<00:26, 177.75it/s] 2679 27.8373 : 37%|███▋ | 2693/7316 [00:24<00:25, 180.63it/s] 2699 25.7729 : 37%|███▋ | 2693/7316 [00:24<00:25, 180.63it/s] 2699 25.7729 : 37%|███▋ | 2713/7316 [00:24<00:24, 185.21it/s] 2719 26.0204 : 37%|███▋ | 2713/7316 [00:24<00:24, 185.21it/s] 2719 26.0204 : 37%|███▋ | 2733/7316 [00:25<00:24, 187.63it/s] 2739 19.6226 : 37%|███▋ | 2733/7316 [00:25<00:24, 187.63it/s] 2739 19.6226 : 38%|███▊ | 2752/7316 [00:25<00:26, 173.21it/s] 2759 25.9680 : 38%|███▊ | 2752/7316 [00:25<00:26, 173.21it/s] 2759 25.9680 : 38%|███▊ | 2770/7316 [00:25<00:27, 163.37it/s] 2779 27.7344 : 38%|███▊ | 2770/7316 [00:25<00:27, 163.37it/s] 2779 27.7344 : 38%|███▊ | 2787/7316 [00:25<00:27, 161.86it/s] 2799 27.8095 : 38%|███▊ | 2787/7316 [00:25<00:27, 161.86it/s] 2799 27.8095 : 38%|███▊ | 2804/7316 [00:25<00:28, 159.00it/s] 2819 26.5126 : 38%|███▊ | 2804/7316 [00:25<00:28, 159.00it/s] 2819 26.5126 : 39%|███▊ | 2821/7316 [00:25<00:29, 154.99it/s] 2819 26.5126 : 39%|███▉ | 2837/7316 [00:25<00:29, 154.29it/s] 2839 27.7092 : 39%|███▉ | 2837/7316 [00:25<00:29, 154.29it/s] 2839 27.7092 : 39%|███▉ | 2854/7316 [00:25<00:28, 156.59it/s] 2859 27.5560 : 39%|███▉ | 2854/7316 [00:25<00:28, 156.59it/s] 2859 27.5560 : 39%|███▉ | 2871/7316 [00:25<00:28, 158.55it/s] 2879 25.9346 : 39%|███▉ | 2871/7316 [00:25<00:28, 158.55it/s] 2879 25.9346 : 39%|███▉ | 2887/7316 [00:26<00:27, 158.89it/s] 2899 22.5798 : 39%|███▉ | 2887/7316 [00:26<00:27, 158.89it/s] 2899 22.5798 : 40%|███▉ | 2903/7316 [00:26<00:30, 145.34it/s] 2899 22.5798 : 40%|███▉ | 2918/7316 [00:26<00:32, 136.19it/s] 2919 26.6576 : 40%|███▉ | 2918/7316 [00:26<00:32, 136.19it/s] 2919 26.6576 : 40%|████ | 2932/7316 [00:26<00:32, 135.01it/s] 2939 26.6974 : 40%|████ | 2932/7316 [00:26<00:32, 135.01it/s] 2939 26.6974 : 40%|████ | 2946/7316 [00:26<00:32, 133.28it/s] 2959 25.9746 : 40%|████ | 2946/7316 [00:26<00:32, 133.28it/s] 2959 25.9746 : 40%|████ | 2960/7316 [00:26<00:33, 130.76it/s] 2959 25.9746 : 41%|████ | 2974/7316 [00:26<00:33, 127.85it/s] 2979 27.3847 : 41%|████ | 2974/7316 [00:26<00:33, 127.85it/s] 2979 27.3847 : 41%|████ | 2987/7316 [00:26<00:33, 127.36it/s] 2999 26.9393 : 41%|████ | 2987/7316 [00:26<00:33, 127.36it/s] 2999 26.9393 : 41%|████ | 3001/7316 [00:26<00:33, 128.75it/s] 2999 26.9393 : 41%|████ | 3016/7316 [00:27<00:32, 132.25it/s] 3019 27.1968 : 41%|████ | 3016/7316 [00:27<00:32, 132.25it/s] 3019 27.1968 : 41%|████▏ | 3030/7316 [00:27<00:32, 132.75it/s] 3039 29.1605 : 41%|████▏ | 3030/7316 [00:27<00:32, 132.75it/s] 3039 29.1605 : 42%|████▏ | 3044/7316 [00:27<00:32, 132.05it/s] 3039 29.1605 : 42%|████▏ | 3058/7316 [00:27<00:36, 116.00it/s] 3059 24.4358 : 42%|████▏ | 3058/7316 [00:27<00:36, 116.00it/s] 3059 24.4358 : 42%|████▏ | 3070/7316 [00:27<00:38, 110.69it/s] 3079 27.1415 : 42%|████▏ | 3070/7316 [00:27<00:38, 110.69it/s] 3079 27.1415 : 42%|████▏ | 3082/7316 [00:27<00:38, 110.29it/s] 3079 27.1415 : 42%|████▏ | 3094/7316 [00:27<00:38, 110.12it/s] 3099 27.6076 : 42%|████▏ | 3094/7316 [00:27<00:38, 110.12it/s] 3099 27.6076 : 42%|████▏ | 3106/7316 [00:27<00:38, 108.42it/s] 3099 27.6076 : 43%|████▎ | 3117/7316 [00:27<00:39, 106.09it/s] 3119 27.1413 : 43%|████▎ | 3117/7316 [00:28<00:39, 106.09it/s] 3119 27.1413 : 43%|████▎ | 3128/7316 [00:28<00:40, 104.25it/s] 3119 27.1413 : 43%|████▎ | 3139/7316 [00:28<00:40, 103.62it/s] 3139 26.8475 : 43%|████▎ | 3139/7316 [00:28<00:40, 103.62it/s] 3139 26.8475 : 43%|████▎ | 3150/7316 [00:28<00:39, 104.60it/s] 3159 26.7145 : 43%|████▎ | 3150/7316 [00:28<00:39, 104.60it/s] 3159 26.7145 : 43%|████▎ | 3162/7316 [00:28<00:38, 107.12it/s] 3159 26.7145 : 43%|████▎ | 3174/7316 [00:28<00:37, 109.03it/s] 3179 24.9427 : 43%|████▎ | 3174/7316 [00:28<00:37, 109.03it/s] 3179 24.9427 : 44%|████▎ | 3186/7316 [00:28<00:37, 109.46it/s] 3179 24.9427 : 44%|████▎ | 3197/7316 [00:28<00:37, 108.56it/s] 3199 23.6190 : 44%|████▎ | 3197/7316 [00:28<00:37, 108.56it/s] 3199 23.6190 : 44%|████▍ | 3208/7316 [00:28<00:41, 98.20it/s] 3199 23.6190 : 44%|████▍ | 3218/7316 [00:28<00:43, 94.12it/s] 3219 24.4996 : 44%|████▍ | 3218/7316 [00:29<00:43, 94.12it/s] 3219 24.4996 : 44%|████▍ | 3229/7316 [00:29<00:42, 97.24it/s] 3239 26.4117 : 44%|████▍ | 3229/7316 [00:29<00:42, 97.24it/s] 3239 26.4117 : 44%|████▍ | 3241/7316 [00:29<00:39, 103.31it/s] 3239 26.4117 : 44%|████▍ | 3253/7316 [00:29<00:37, 107.98it/s] 3259 26.9558 : 44%|████▍ | 3253/7316 [00:29<00:37, 107.98it/s] 3259 26.9558 : 45%|████▍ | 3265/7316 [00:29<00:36, 109.75it/s] 3259 26.9558 : 45%|████▍ | 3277/7316 [00:29<00:36, 109.78it/s] 3279 27.6302 : 45%|████▍ | 3277/7316 [00:29<00:36, 109.78it/s] 3279 27.6302 : 45%|████▍ | 3289/7316 [00:29<00:36, 109.46it/s] 3299 26.3270 : 45%|████▍ | 3289/7316 [00:29<00:36, 109.46it/s] 3299 26.3270 : 45%|████▌ | 3301/7316 [00:29<00:36, 109.91it/s] 3299 26.3270 : 45%|████▌ | 3313/7316 [00:29<00:35, 111.69it/s] 3319 24.1438 : 45%|████▌ | 3313/7316 [00:29<00:35, 111.69it/s] 3319 24.1438 : 45%|████▌ | 3325/7316 [00:29<00:35, 113.95it/s] 3319 24.1438 : 46%|████▌ | 3337/7316 [00:30<00:34, 115.46it/s] 3339 25.2281 : 46%|████▌ | 3337/7316 [00:30<00:34, 115.46it/s] 3339 25.2281 : 46%|████▌ | 3349/7316 [00:30<00:34, 115.27it/s] 3359 30.5431 : 46%|████▌ | 3349/7316 [00:30<00:34, 115.27it/s] 3359 30.5431 : 46%|████▌ | 3361/7316 [00:30<00:36, 108.18it/s] 3359 30.5431 : 46%|████▌ | 3372/7316 [00:30<00:36, 106.97it/s] 3379 26.5635 : 46%|████▌ | 3372/7316 [00:30<00:36, 106.97it/s] 3379 26.5635 : 46%|████▋ | 3385/7316 [00:30<00:34, 112.95it/s] 3379 26.5635 : 46%|████▋ | 3399/7316 [00:30<00:32, 120.55it/s] 3399 26.7136 : 46%|████▋ | 3399/7316 [00:30<00:32, 120.55it/s] 3399 26.7136 : 47%|████▋ | 3413/7316 [00:30<00:31, 124.61it/s] 3419 28.0149 : 47%|████▋ | 3413/7316 [00:30<00:31, 124.61it/s] 3419 28.0149 : 47%|████▋ | 3426/7316 [00:30<00:30, 125.59it/s] 3419 28.0149 : 47%|████▋ | 3439/7316 [00:30<00:30, 125.23it/s] 3439 24.7620 : 47%|████▋ | 3439/7316 [00:30<00:30, 125.23it/s] 3439 24.7620 : 47%|████▋ | 3452/7316 [00:30<00:30, 126.15it/s] 3459 27.7404 : 47%|████▋ | 3452/7316 [00:31<00:30, 126.15it/s] 3459 27.7404 : 47%|████▋ | 3466/7316 [00:31<00:30, 128.27it/s] 3479 26.9983 : 47%|████▋ | 3466/7316 [00:31<00:30, 128.27it/s] 3479 26.9983 : 48%|████▊ | 3480/7316 [00:31<00:29, 131.04it/s] 3479 26.9983 : 48%|████▊ | 3494/7316 [00:31<00:28, 132.01it/s] 3499 26.1191 : 48%|████▊ | 3494/7316 [00:31<00:28, 132.01it/s] 3499 26.1191 : 48%|████▊ | 3508/7316 [00:31<00:29, 129.53it/s] 3519 24.5630 : 48%|████▊ | 3508/7316 [00:31<00:29, 129.53it/s] 3519 24.5630 : 48%|████▊ | 3521/7316 [00:31<00:30, 125.12it/s] 3519 24.5630 : 48%|████▊ | 3536/7316 [00:31<00:28, 131.03it/s] 3539 28.4263 : 48%|████▊ | 3536/7316 [00:31<00:28, 131.03it/s] 3539 28.4263 : 49%|████▊ | 3552/7316 [00:31<00:27, 138.37it/s] 3559 28.2081 : 49%|████▊ | 3552/7316 [00:31<00:27, 138.37it/s] 3559 28.2081 : 49%|████▉ | 3568/7316 [00:31<00:26, 143.80it/s] 3579 27.5343 : 49%|████▉ | 3568/7316 [00:31<00:26, 143.80it/s] 3579 27.5343 : 49%|████▉ | 3583/7316 [00:31<00:25, 145.19it/s] 3579 27.5343 : 49%|████▉ | 3599/7316 [00:32<00:25, 146.70it/s] 3599 27.8483 : 49%|████▉ | 3599/7316 [00:32<00:25, 146.70it/s] 3599 27.8483 : 49%|████▉ | 3615/7316 [00:32<00:24, 148.29it/s] 3619 28.3369 : 49%|████▉ | 3615/7316 [00:32<00:24, 148.29it/s] 3619 28.3369 : 50%|████▉ | 3632/7316 [00:32<00:24, 151.84it/s] 3639 27.9135 : 50%|████▉ | 3632/7316 [00:32<00:24, 151.84it/s] 3639 27.9135 : 50%|████▉ | 3648/7316 [00:32<00:23, 153.00it/s] 3659 30.5368 : 50%|████▉ | 3648/7316 [00:32<00:23, 153.00it/s] 3659 30.5368 : 50%|█████ | 3664/7316 [00:32<00:25, 145.46it/s] 3659 30.5368 : 50%|█████ | 3679/7316 [00:32<00:26, 139.29it/s] 3679 28.3666 : 50%|█████ | 3679/7316 [00:32<00:26, 139.29it/s] 3679 28.3666 : 51%|█████ | 3695/7316 [00:32<00:25, 143.44it/s] 3699 27.8533 : 51%|█████ | 3695/7316 [00:32<00:25, 143.44it/s] 3699 27.8533 : 51%|█████ | 3712/7316 [00:32<00:24, 148.36it/s] 3719 28.8504 : 51%|█████ | 3712/7316 [00:32<00:24, 148.36it/s] 3719 28.8504 : 51%|█████ | 3728/7316 [00:32<00:23, 150.18it/s] 3739 28.1259 : 51%|█████ | 3728/7316 [00:32<00:23, 150.18it/s] 3739 28.1259 : 51%|█████ | 3744/7316 [00:33<00:23, 150.27it/s] 3759 27.9202 : 51%|█████ | 3744/7316 [00:33<00:23, 150.27it/s] 3759 27.9202 : 51%|█████▏ | 3760/7316 [00:33<00:23, 150.70it/s] 3759 27.9202 : 52%|█████▏ | 3777/7316 [00:33<00:23, 153.72it/s] 3779 27.5668 : 52%|█████▏ | 3777/7316 [00:33<00:23, 153.72it/s] 3779 27.5668 : 52%|█████▏ | 3794/7316 [00:33<00:22, 156.61it/s] 3799 27.6373 : 52%|█████▏ | 3794/7316 [00:33<00:22, 156.61it/s] 3799 27.6373 : 52%|█████▏ | 3810/7316 [00:33<00:22, 155.68it/s] 3819 32.5636 : 52%|█████▏ | 3810/7316 [00:33<00:22, 155.68it/s] 3819 32.5636 : 52%|█████▏ | 3826/7316 [00:33<00:26, 133.51it/s] 3839 29.6047 : 52%|█████▏ | 3826/7316 [00:33<00:26, 133.51it/s] 3839 29.6047 : 52%|█████▏ | 3840/7316 [00:33<00:26, 132.19it/s] 3839 29.6047 : 53%|█████▎ | 3854/7316 [00:33<00:25, 133.77it/s] 3859 28.3588 : 53%|█████▎ | 3854/7316 [00:33<00:25, 133.77it/s] 3859 28.3588 : 53%|█████▎ | 3869/7316 [00:33<00:25, 136.70it/s] 3879 26.0439 : 53%|█████▎ | 3869/7316 [00:33<00:25, 136.70it/s] 3879 26.0439 : 53%|█████▎ | 3883/7316 [00:34<00:24, 137.59it/s] 3879 26.0439 : 53%|█████▎ | 3897/7316 [00:34<00:24, 137.17it/s] 3899 26.1623 : 53%|█████▎ | 3897/7316 [00:34<00:24, 137.17it/s] 3899 26.1623 : 53%|█████▎ | 3912/7316 [00:34<00:24, 138.77it/s] 3919 27.7131 : 53%|█████▎ | 3912/7316 [00:34<00:24, 138.77it/s] 3919 27.7131 : 54%|█████▎ | 3927/7316 [00:34<00:23, 141.97it/s] 3939 27.4959 : 54%|█████▎ | 3927/7316 [00:34<00:23, 141.97it/s] 3939 27.4959 : 54%|█████▍ | 3943/7316 [00:34<00:23, 145.76it/s] 3939 27.4959 : 54%|█████▍ | 3958/7316 [00:34<00:23, 145.65it/s] 3959 27.0405 : 54%|█████▍ | 3958/7316 [00:34<00:23, 145.65it/s] 3959 27.0405 : 54%|█████▍ | 3973/7316 [00:34<00:27, 123.35it/s] 3979 28.9783 : 54%|█████▍ | 3973/7316 [00:34<00:27, 123.35it/s] 3979 28.9783 : 54%|█████▍ | 3986/7316 [00:34<00:29, 113.75it/s] 3979 28.9783 : 55%|█████▍ | 3998/7316 [00:34<00:29, 113.54it/s] 3999 27.5706 : 55%|█████▍ | 3998/7316 [00:34<00:29, 113.54it/s] 3999 27.5706 : 55%|█████▍ | 4010/7316 [00:35<00:28, 114.76it/s] 4019 28.2454 : 55%|█████▍ | 4010/7316 [00:35<00:28, 114.76it/s] 4019 28.2454 : 55%|█████▍ | 4022/7316 [00:35<00:28, 115.23it/s] 4019 28.2454 : 55%|█████▌ | 4034/7316 [00:35<00:28, 115.64it/s] 4039 28.7361 : 55%|█████▌ | 4034/7316 [00:35<00:28, 115.64it/s] 4039 28.7361 : 55%|█████▌ | 4046/7316 [00:35<00:28, 115.24it/s] 4039 28.7361 : 55%|█████▌ | 4058/7316 [00:35<00:27, 116.47it/s] 4059 28.1593 : 55%|█████▌ | 4058/7316 [00:35<00:27, 116.47it/s] 4059 28.1593 : 56%|█████▌ | 4071/7316 [00:35<00:27, 118.66it/s] 4079 27.4438 : 56%|█████▌ | 4071/7316 [00:35<00:27, 118.66it/s] 4079 27.4438 : 56%|█████▌ | 4085/7316 [00:35<00:26, 122.11it/s] 4079 27.4438 : 56%|█████▌ | 4098/7316 [00:35<00:25, 124.24it/s] 4099 27.6398 : 56%|█████▌ | 4098/7316 [00:35<00:25, 124.24it/s] 4099 27.6398 : 56%|█████▌ | 4111/7316 [00:35<00:25, 124.07it/s] 4119 29.5780 : 56%|█████▌ | 4111/7316 [00:35<00:25, 124.07it/s] 4119 29.5780 : 56%|█████▋ | 4124/7316 [00:36<00:30, 103.92it/s] 4119 29.5780 : 57%|█████▋ | 4135/7316 [00:36<00:34, 92.73it/s] 4139 27.6628 : 57%|█████▋ | 4135/7316 [00:36<00:34, 92.73it/s] 4139 27.6628 : 57%|█████▋ | 4145/7316 [00:36<00:34, 91.36it/s] 4139 27.6628 : 57%|█████▋ | 4155/7316 [00:36<00:34, 92.72it/s] 4159 27.3696 : 57%|█████▋ | 4155/7316 [00:36<00:34, 92.72it/s] 4159 27.3696 : 57%|█████▋ | 4166/7316 [00:36<00:33, 94.96it/s] 4159 27.3696 : 57%|█████▋ | 4176/7316 [00:36<00:33, 95.02it/s] 4179 26.7066 : 57%|█████▋ | 4176/7316 [00:36<00:33, 95.02it/s] 4179 26.7066 : 57%|█████▋ | 4186/7316 [00:36<00:32, 95.14it/s] 4179 26.7066 : 57%|█████▋ | 4196/7316 [00:36<00:32, 94.72it/s] 4199 25.1464 : 57%|█████▋ | 4196/7316 [00:36<00:32, 94.72it/s] 4199 25.1464 : 57%|█████▋ | 4206/7316 [00:36<00:32, 95.90it/s] 4199 25.1464 : 58%|█████▊ | 4217/7316 [00:37<00:31, 97.90it/s] 4219 27.0671 : 58%|█████▊ | 4217/7316 [00:37<00:31, 97.90it/s] 4219 27.0671 : 58%|█████▊ | 4228/7316 [00:37<00:30, 100.09it/s] 4219 27.0671 : 58%|█████▊ | 4239/7316 [00:37<00:29, 102.62it/s] 4239 27.0037 : 58%|█████▊ | 4239/7316 [00:37<00:29, 102.62it/s] 4239 27.0037 : 58%|█████▊ | 4250/7316 [00:37<00:29, 103.94it/s] 4259 27.2119 : 58%|█████▊ | 4250/7316 [00:37<00:29, 103.94it/s] 4259 27.2119 : 58%|█████▊ | 4261/7316 [00:37<00:29, 103.47it/s] 4259 27.2119 : 58%|█████▊ | 4272/7316 [00:37<00:31, 98.04it/s] 4279 20.9112 : 58%|█████▊ | 4272/7316 [00:37<00:31, 98.04it/s] 4279 20.9112 : 59%|█████▊ | 4282/7316 [00:37<00:34, 87.35it/s] 4279 20.9112 : 59%|█████▊ | 4291/7316 [00:37<00:35, 86.24it/s] 4299 26.3299 : 59%|█████▊ | 4291/7316 [00:37<00:35, 86.24it/s] 4299 26.3299 : 59%|█████▉ | 4301/7316 [00:37<00:34, 88.19it/s] 4299 26.3299 : 59%|█████▉ | 4311/7316 [00:38<00:32, 91.07it/s] 4319 27.6288 : 59%|█████▉ | 4311/7316 [00:38<00:32, 91.07it/s] 4319 27.6288 : 59%|█████▉ | 4321/7316 [00:38<00:32, 93.02it/s] 4319 27.6288 : 59%|█████▉ | 4331/7316 [00:38<00:32, 92.80it/s] 4339 26.6905 : 59%|█████▉ | 4331/7316 [00:38<00:32, 92.80it/s] 4339 26.6905 : 59%|█████▉ | 4341/7316 [00:38<00:32, 92.73it/s] 4339 26.6905 : 59%|█████▉ | 4351/7316 [00:38<00:32, 92.04it/s] 4359 25.0147 : 59%|█████▉ | 4351/7316 [00:38<00:32, 92.04it/s] 4359 25.0147 : 60%|█████▉ | 4361/7316 [00:38<00:31, 92.84it/s] 4359 25.0147 : 60%|█████▉ | 4371/7316 [00:38<00:31, 94.73it/s] 4379 26.0676 : 60%|█████▉ | 4371/7316 [00:38<00:31, 94.73it/s] 4379 26.0676 : 60%|█████▉ | 4382/7316 [00:38<00:30, 97.00it/s] 4379 26.0676 : 60%|██████ | 4393/7316 [00:38<00:29, 98.07it/s] 4399 26.7395 : 60%|██████ | 4393/7316 [00:38<00:29, 98.07it/s] 4399 26.7395 : 60%|██████ | 4403/7316 [00:38<00:29, 97.25it/s] 4399 26.7395 : 60%|██████ | 4413/7316 [00:39<00:30, 96.36it/s] 4419 23.0065 : 60%|██████ | 4413/7316 [00:39<00:30, 96.36it/s] 4419 23.0065 : 60%|██████ | 4423/7316 [00:39<00:31, 91.66it/s] 4419 23.0065 : 61%|██████ | 4433/7316 [00:39<00:33, 85.81it/s] 4439 28.4853 : 61%|██████ | 4433/7316 [00:39<00:33, 85.81it/s] 4439 28.4853 : 61%|██████ | 4442/7316 [00:39<00:33, 86.81it/s] 4439 28.4853 : 61%|██████ | 4452/7316 [00:39<00:31, 90.41it/s] 4459 27.2176 : 61%|██████ | 4452/7316 [00:39<00:31, 90.41it/s] 4459 27.2176 : 61%|██████ | 4463/7316 [00:39<00:30, 94.17it/s] 4459 27.2176 : 61%|██████ | 4474/7316 [00:39<00:29, 96.92it/s] 4479 29.1035 : 61%|██████ | 4474/7316 [00:39<00:29, 96.92it/s] 4479 29.1035 : 61%|██████▏ | 4484/7316 [00:39<00:29, 96.86it/s] 4479 29.1035 : 61%|██████▏ | 4494/7316 [00:39<00:29, 97.11it/s] 4499 29.5460 : 61%|██████▏ | 4494/7316 [00:40<00:29, 97.11it/s] 4499 29.5460 : 62%|██████▏ | 4504/7316 [00:40<00:28, 97.17it/s] 4499 29.5460 : 62%|██████▏ | 4515/7316 [00:40<00:28, 99.18it/s] 4519 28.2643 : 62%|██████▏ | 4515/7316 [00:40<00:28, 99.18it/s] 4519 28.2643 : 62%|██████▏ | 4526/7316 [00:40<00:28, 99.53it/s] 4519 28.2643 : 62%|██████▏ | 4537/7316 [00:40<00:27, 101.72it/s] 4539 26.3291 : 62%|██████▏ | 4537/7316 [00:40<00:27, 101.72it/s] 4539 26.3291 : 62%|██████▏ | 4548/7316 [00:40<00:26, 103.65it/s] 4539 26.3291 : 62%|██████▏ | 4559/7316 [00:40<00:26, 103.01it/s] 4559 27.5258 : 62%|██████▏ | 4559/7316 [00:40<00:26, 103.01it/s] 4559 27.5258 : 62%|██████▏ | 4570/7316 [00:40<00:27, 100.38it/s] 4579 25.0945 : 62%|██████▏ | 4570/7316 [00:40<00:27, 100.38it/s] 4579 25.0945 : 63%|██████▎ | 4581/7316 [00:40<00:29, 92.86it/s] 4579 25.0945 : 63%|██████▎ | 4591/7316 [00:40<00:29, 93.71it/s] 4599 26.9808 : 63%|██████▎ | 4591/7316 [00:41<00:29, 93.71it/s] 4599 26.9808 : 63%|██████▎ | 4602/7316 [00:41<00:27, 97.63it/s] 4599 26.9808 : 63%|██████▎ | 4614/7316 [00:41<00:26, 102.52it/s] 4619 27.1805 : 63%|██████▎ | 4614/7316 [00:41<00:26, 102.52it/s] 4619 27.1805 : 63%|██████▎ | 4626/7316 [00:41<00:25, 105.12it/s] 4619 27.1805 : 63%|██████▎ | 4637/7316 [00:41<00:25, 105.04it/s] 4639 27.5258 : 63%|██████▎ | 4637/7316 [00:41<00:25, 105.04it/s] 4639 27.5258 : 64%|██████▎ | 4648/7316 [00:41<00:25, 105.02it/s] 4639 27.5258 : 64%|██████▎ | 4659/7316 [00:41<00:25, 103.92it/s] 4659 24.2193 : 64%|██████▎ | 4659/7316 [00:41<00:25, 103.92it/s] 4659 24.2193 : 64%|██████▍ | 4670/7316 [00:41<00:25, 104.48it/s] 4679 27.9275 : 64%|██████▍ | 4670/7316 [00:41<00:25, 104.48it/s] 4679 27.9275 : 64%|██████▍ | 4682/7316 [00:41<00:24, 106.43it/s] 4679 27.9275 : 64%|██████▍ | 4694/7316 [00:41<00:24, 109.08it/s] 4699 27.1505 : 64%|██████▍ | 4694/7316 [00:41<00:24, 109.08it/s] 4699 27.1505 : 64%|██████▍ | 4706/7316 [00:42<00:23, 110.60it/s] 4699 27.1505 : 64%|██████▍ | 4718/7316 [00:42<00:23, 109.30it/s] 4719 27.2779 : 64%|██████▍ | 4718/7316 [00:42<00:23, 109.30it/s] 4719 27.2779 : 65%|██████▍ | 4729/7316 [00:42<00:25, 102.70it/s] 4739 25.9563 : 65%|██████▍ | 4729/7316 [00:42<00:25, 102.70it/s] 4739 25.9563 : 65%|██████▍ | 4740/7316 [00:42<00:26, 97.63it/s] 4739 25.9563 : 65%|██████▍ | 4751/7316 [00:42<00:25, 100.31it/s] 4759 29.2162 : 65%|██████▍ | 4751/7316 [00:42<00:25, 100.31it/s] 4759 29.2162 : 65%|██████▌ | 4763/7316 [00:42<00:24, 104.36it/s] 4759 29.2162 : 65%|██████▌ | 4775/7316 [00:42<00:23, 107.08it/s] 4779 28.2803 : 65%|██████▌ | 4775/7316 [00:42<00:23, 107.08it/s] 4779 28.2803 : 65%|██████▌ | 4786/7316 [00:42<00:23, 106.58it/s] 4779 28.2803 : 66%|██████▌ | 4797/7316 [00:42<00:23, 106.13it/s] 4799 28.7738 : 66%|██████▌ | 4797/7316 [00:42<00:23, 106.13it/s] 4799 28.7738 : 66%|██████▌ | 4808/7316 [00:43<00:24, 103.95it/s] 4799 28.7738 : 66%|██████▌ | 4819/7316 [00:43<00:23, 104.33it/s] 4819 26.7764 : 66%|██████▌ | 4819/7316 [00:43<00:23, 104.33it/s] 4819 26.7764 : 66%|██████▌ | 4830/7316 [00:43<00:23, 105.64it/s] 4839 27.2823 : 66%|██████▌ | 4830/7316 [00:43<00:23, 105.64it/s] 4839 27.2823 : 66%|██████▌ | 4842/7316 [00:43<00:22, 107.79it/s] 4839 27.2823 : 66%|██████▋ | 4854/7316 [00:43<00:22, 109.70it/s] 4859 27.7738 : 66%|██████▋ | 4854/7316 [00:43<00:22, 109.70it/s] 4859 27.7738 : 66%|██████▋ | 4865/7316 [00:43<00:22, 109.16it/s] 4859 27.7738 : 67%|██████▋ | 4876/7316 [00:43<00:22, 106.25it/s] 4879 26.1895 : 67%|██████▋ | 4876/7316 [00:43<00:22, 106.25it/s] 4879 26.1895 : 67%|██████▋ | 4887/7316 [00:43<00:24, 97.20it/s] 4879 26.1895 : 67%|██████▋ | 4897/7316 [00:43<00:25, 96.65it/s] 4899 28.1296 : 67%|██████▋ | 4897/7316 [00:43<00:25, 96.65it/s] 4899 28.1296 : 67%|██████▋ | 4908/7316 [00:43<00:24, 98.97it/s] 4919 28.4822 : 67%|██████▋ | 4908/7316 [00:44<00:24, 98.97it/s] 4919 28.4822 : 67%|██████▋ | 4920/7316 [00:44<00:23, 102.47it/s] 4919 28.4822 : 67%|██████▋ | 4931/7316 [00:44<00:22, 104.24it/s] 4939 28.1385 : 67%|██████▋ | 4931/7316 [00:44<00:22, 104.24it/s] 4939 28.1385 : 68%|██████▊ | 4942/7316 [00:44<00:23, 102.62it/s] 4939 28.1385 : 68%|██████▊ | 4953/7316 [00:44<00:23, 101.53it/s] 4959 25.7725 : 68%|██████▊ | 4953/7316 [00:44<00:23, 101.53it/s] 4959 25.7725 : 68%|██████▊ | 4964/7316 [00:44<00:23, 100.79it/s] 4959 25.7725 : 68%|██████▊ | 4975/7316 [00:44<00:23, 101.43it/s] 4979 28.5962 : 68%|██████▊ | 4975/7316 [00:44<00:23, 101.43it/s] 4979 28.5962 : 68%|██████▊ | 4986/7316 [00:44<00:22, 102.81it/s] 4979 28.5962 : 68%|██████▊ | 4998/7316 [00:44<00:22, 105.00it/s] 4999 27.5435 : 68%|██████▊ | 4998/7316 [00:44<00:22, 105.00it/s] 4999 27.5435 : 68%|██████▊ | 5010/7316 [00:44<00:21, 106.67it/s] 5019 25.9850 : 68%|██████▊ | 5010/7316 [00:45<00:21, 106.67it/s] 5019 25.9850 : 69%|██████▊ | 5021/7316 [00:45<00:21, 105.87it/s] 5019 25.9850 : 69%|██████▉ | 5032/7316 [00:45<00:22, 100.52it/s] 5039 25.4189 : 69%|██████▉ | 5032/7316 [00:45<00:22, 100.52it/s] 5039 25.4189 : 69%|██████▉ | 5043/7316 [00:45<00:24, 92.92it/s] 5039 25.4189 : 69%|██████▉ | 5053/7316 [00:45<00:24, 93.45it/s] 5059 24.3753 : 69%|██████▉ | 5053/7316 [00:45<00:24, 93.45it/s] 5059 24.3753 : 69%|██████▉ | 5064/7316 [00:45<00:23, 96.05it/s] 5059 24.3753 : 69%|██████▉ | 5074/7316 [00:45<00:23, 96.84it/s] 5079 26.8000 : 69%|██████▉ | 5074/7316 [00:45<00:23, 96.84it/s] 5079 26.8000 : 69%|██████▉ | 5084/7316 [00:45<00:23, 96.24it/s] 5079 26.8000 : 70%|██████▉ | 5094/7316 [00:45<00:23, 95.61it/s] 5099 24.2617 : 70%|██████▉ | 5094/7316 [00:45<00:23, 95.61it/s] 5099 24.2617 : 70%|██████▉ | 5104/7316 [00:45<00:23, 94.07it/s] 5099 24.2617 : 70%|██████▉ | 5114/7316 [00:46<00:23, 92.75it/s] 5119 24.3333 : 70%|██████▉ | 5114/7316 [00:46<00:23, 92.75it/s] 5119 24.3333 : 70%|███████ | 5124/7316 [00:46<00:23, 93.40it/s] 5119 24.3333 : 70%|███████ | 5134/7316 [00:46<00:23, 94.18it/s] 5139 26.1929 : 70%|███████ | 5134/7316 [00:46<00:23, 94.18it/s] 5139 26.1929 : 70%|███████ | 5145/7316 [00:46<00:22, 96.51it/s] 5139 26.1929 : 70%|███████ | 5156/7316 [00:46<00:22, 98.06it/s] 5159 26.1892 : 70%|███████ | 5156/7316 [00:46<00:22, 98.06it/s] 5159 26.1892 : 71%|███████ | 5166/7316 [00:46<00:22, 97.67it/s] 5159 26.1892 : 71%|███████ | 5176/7316 [00:46<00:22, 96.42it/s] 5179 25.3157 : 71%|███████ | 5176/7316 [00:46<00:22, 96.42it/s] 5179 25.3157 : 71%|███████ | 5186/7316 [00:46<00:23, 89.83it/s] 5179 25.3157 : 71%|███████ | 5196/7316 [00:46<00:24, 85.37it/s] 5199 27.7234 : 71%|███████ | 5196/7316 [00:47<00:24, 85.37it/s] 5199 27.7234 : 71%|███████ | 5205/7316 [00:47<00:24, 86.10it/s] 5199 27.7234 : 71%|███████▏ | 5215/7316 [00:47<00:23, 88.91it/s] 5219 26.6423 : 71%|███████▏ | 5215/7316 [00:47<00:23, 88.91it/s] 5219 26.6423 : 71%|███████▏ | 5225/7316 [00:47<00:22, 91.16it/s] 5219 26.6423 : 72%|███████▏ | 5235/7316 [00:47<00:22, 92.36it/s] 5239 26.3095 : 72%|███████▏ | 5235/7316 [00:47<00:22, 92.36it/s] 5239 26.3095 : 72%|███████▏ | 5245/7316 [00:47<00:22, 92.05it/s] 5239 26.3095 : 72%|███████▏ | 5255/7316 [00:47<00:22, 90.75it/s] 5259 27.4957 : 72%|███████▏ | 5255/7316 [00:47<00:22, 90.75it/s] 5259 27.4957 : 72%|███████▏ | 5265/7316 [00:47<00:22, 89.24it/s] 5259 27.4957 : 72%|███████▏ | 5275/7316 [00:47<00:22, 89.92it/s] 5279 26.0317 : 72%|███████▏ | 5275/7316 [00:47<00:22, 89.92it/s] 5279 26.0317 : 72%|███████▏ | 5285/7316 [00:47<00:22, 90.10it/s] 5279 26.0317 : 72%|███████▏ | 5295/7316 [00:48<00:22, 91.15it/s] 5299 25.9454 : 72%|███████▏ | 5295/7316 [00:48<00:22, 91.15it/s] 5299 25.9454 : 73%|███████▎ | 5305/7316 [00:48<00:21, 93.47it/s] 5299 25.9454 : 73%|███████▎ | 5315/7316 [00:48<00:21, 94.95it/s] 5319 26.4064 : 73%|███████▎ | 5315/7316 [00:48<00:21, 94.95it/s] 5319 26.4064 : 73%|███████▎ | 5325/7316 [00:48<00:21, 94.33it/s] 5319 26.4064 : 73%|███████▎ | 5335/7316 [00:48<00:21, 91.66it/s] 5339 28.4682 : 73%|███████▎ | 5335/7316 [00:48<00:21, 91.66it/s] 5339 28.4682 : 73%|███████▎ | 5345/7316 [00:48<00:22, 88.39it/s] 5339 28.4682 : 73%|███████▎ | 5354/7316 [00:48<00:22, 85.33it/s] 5359 25.6589 : 73%|███████▎ | 5354/7316 [00:48<00:22, 85.33it/s] 5359 25.6589 : 73%|███████▎ | 5364/7316 [00:48<00:22, 87.02it/s] 5359 25.6589 : 73%|███████▎ | 5376/7316 [00:48<00:20, 94.63it/s] 5379 25.1387 : 73%|███████▎ | 5376/7316 [00:48<00:20, 94.63it/s] 5379 25.1387 : 74%|███████▎ | 5388/7316 [00:49<00:19, 101.23it/s] 5399 23.2134 : 74%|███████▎ | 5388/7316 [00:49<00:19, 101.23it/s] 5399 23.2134 : 74%|███████▍ | 5400/7316 [00:49<00:18, 105.89it/s] 5399 23.2134 : 74%|███████▍ | 5412/7316 [00:49<00:17, 108.11it/s] 5419 24.4038 : 74%|███████▍ | 5412/7316 [00:49<00:17, 108.11it/s] 5419 24.4038 : 74%|███████▍ | 5424/7316 [00:49<00:17, 108.91it/s] 5419 24.4038 : 74%|███████▍ | 5436/7316 [00:49<00:16, 111.00it/s] 5439 24.7324 : 74%|███████▍ | 5436/7316 [00:49<00:16, 111.00it/s] 5439 24.7324 : 74%|███████▍ | 5449/7316 [00:49<00:16, 114.14it/s] 5459 24.4209 : 74%|███████▍ | 5449/7316 [00:49<00:16, 114.14it/s] 5459 24.4209 : 75%|███████▍ | 5462/7316 [00:49<00:15, 116.86it/s] 5459 24.4209 : 75%|███████▍ | 5475/7316 [00:49<00:15, 118.64it/s] 5479 24.2208 : 75%|███████▍ | 5475/7316 [00:49<00:15, 118.64it/s] 5479 24.2208 : 75%|███████▌ | 5488/7316 [00:49<00:15, 118.75it/s] 5499 28.6700 : 75%|███████▌ | 5488/7316 [00:50<00:15, 118.75it/s] 5499 28.6700 : 75%|███████▌ | 5500/7316 [00:50<00:16, 111.44it/s] 5499 28.6700 : 75%|███████▌ | 5512/7316 [00:50<00:16, 110.36it/s] 5519 27.0549 : 75%|███████▌ | 5512/7316 [00:50<00:16, 110.36it/s] 5519 27.0549 : 76%|███████▌ | 5526/7316 [00:50<00:15, 116.73it/s] 5539 25.9809 : 76%|███████▌ | 5526/7316 [00:50<00:15, 116.73it/s] 5539 25.9809 : 76%|███████▌ | 5541/7316 [00:50<00:14, 123.99it/s] 5539 25.9809 : 76%|███████▌ | 5555/7316 [00:50<00:13, 128.00it/s] 5559 26.1365 : 76%|███████▌ | 5555/7316 [00:50<00:13, 128.00it/s] 5559 26.1365 : 76%|███████▌ | 5568/7316 [00:50<00:13, 128.56it/s] 5579 27.2414 : 76%|███████▌ | 5568/7316 [00:50<00:13, 128.56it/s] 5579 27.2414 : 76%|███████▋ | 5581/7316 [00:50<00:13, 128.64it/s] 5579 27.2414 : 76%|███████▋ | 5595/7316 [00:50<00:13, 130.74it/s] 5599 24.5671 : 76%|███████▋ | 5595/7316 [00:50<00:13, 130.74it/s] 5599 24.5671 : 77%|███████▋ | 5610/7316 [00:50<00:12, 134.23it/s] 5619 26.8567 : 77%|███████▋ | 5610/7316 [00:50<00:12, 134.23it/s] 5619 26.8567 : 77%|███████▋ | 5625/7316 [00:50<00:12, 136.31it/s] 5619 26.8567 : 77%|███████▋ | 5639/7316 [00:51<00:12, 136.08it/s] 5639 29.4531 : 77%|███████▋ | 5639/7316 [00:51<00:12, 136.08it/s] 5639 29.4531 : 77%|███████▋ | 5653/7316 [00:51<00:13, 123.89it/s] 5659 31.3777 : 77%|███████▋ | 5653/7316 [00:51<00:13, 123.89it/s] 5659 31.3777 : 77%|███████▋ | 5666/7316 [00:51<00:13, 120.16it/s] 5679 27.3544 : 77%|███████▋ | 5666/7316 [00:51<00:13, 120.16it/s] 5679 27.3544 : 78%|███████▊ | 5680/7316 [00:51<00:13, 124.31it/s] 5679 27.3544 : 78%|███████▊ | 5695/7316 [00:51<00:12, 129.85it/s] 5699 27.0485 : 78%|███████▊ | 5695/7316 [00:51<00:12, 129.85it/s] 5699 27.0485 : 78%|███████▊ | 5709/7316 [00:51<00:12, 132.45it/s] 5719 27.8486 : 78%|███████▊ | 5709/7316 [00:51<00:12, 132.45it/s] 5719 27.8486 : 78%|███████▊ | 5723/7316 [00:51<00:12, 131.47it/s] 5719 27.8486 : 78%|███████▊ | 5737/7316 [00:51<00:11, 132.15it/s] 5739 26.9130 : 78%|███████▊ | 5737/7316 [00:51<00:11, 132.15it/s] 5739 26.9130 : 79%|███████▊ | 5751/7316 [00:51<00:11, 134.26it/s] 5759 28.5046 : 79%|███████▊ | 5751/7316 [00:51<00:11, 134.26it/s] 5759 28.5046 : 79%|███████▉ | 5766/7316 [00:52<00:11, 136.78it/s] 5779 27.5808 : 79%|███████▉ | 5766/7316 [00:52<00:11, 136.78it/s] 5779 27.5808 : 79%|███████▉ | 5780/7316 [00:52<00:11, 137.20it/s] 5779 27.5808 : 79%|███████▉ | 5794/7316 [00:52<00:11, 131.95it/s] 5799 30.2154 : 79%|███████▉ | 5794/7316 [00:52<00:11, 131.95it/s] 5799 30.2154 : 79%|███████▉ | 5808/7316 [00:52<00:13, 107.83it/s] 5819 27.2230 : 79%|███████▉ | 5808/7316 [00:52<00:13, 107.83it/s] 5819 27.2230 : 80%|███████▉ | 5820/7316 [00:52<00:14, 102.19it/s] 5819 27.2230 : 80%|███████▉ | 5832/7316 [00:52<00:14, 104.38it/s] 5839 26.5033 : 80%|███████▉ | 5832/7316 [00:52<00:14, 104.38it/s] 5839 26.5033 : 80%|███████▉ | 5844/7316 [00:52<00:13, 107.17it/s] 5839 26.5033 : 80%|████████ | 5856/7316 [00:52<00:13, 109.39it/s] 5859 26.1589 : 80%|████████ | 5856/7316 [00:52<00:13, 109.39it/s] 5859 26.1589 : 80%|████████ | 5868/7316 [00:52<00:13, 108.67it/s] 5879 27.5165 : 80%|████████ | 5868/7316 [00:53<00:13, 108.67it/s] 5879 27.5165 : 80%|████████ | 5880/7316 [00:53<00:13, 108.05it/s] 5879 27.5165 : 81%|████████ | 5892/7316 [00:53<00:13, 109.17it/s] 5899 27.2219 : 81%|████████ | 5892/7316 [00:53<00:13, 109.17it/s] 5899 27.2219 : 81%|████████ | 5904/7316 [00:53<00:12, 111.62it/s] 5899 27.2219 : 81%|████████ | 5917/7316 [00:53<00:12, 114.62it/s] 5919 27.3960 : 81%|████████ | 5917/7316 [00:53<00:12, 114.62it/s] 5919 27.3960 : 81%|████████ | 5929/7316 [00:53<00:11, 115.76it/s] 5939 28.3318 : 81%|████████ | 5929/7316 [00:53<00:11, 115.76it/s] 5939 28.3318 : 81%|████████ | 5941/7316 [00:53<00:11, 115.70it/s] 5939 28.3318 : 81%|████████▏ | 5953/7316 [00:53<00:12, 106.08it/s] 5959 29.3342 : 81%|████████▏ | 5953/7316 [00:53<00:12, 106.08it/s] 5959 29.3342 : 82%|████████▏ | 5964/7316 [00:53<00:13, 102.78it/s] 5959 29.3342 : 82%|████████▏ | 5976/7316 [00:53<00:12, 107.21it/s] 5979 28.9018 : 82%|████████▏ | 5976/7316 [00:54<00:12, 107.21it/s] 5979 28.9018 : 82%|████████▏ | 5990/7316 [00:54<00:11, 113.99it/s] 5999 27.5152 : 82%|████████▏ | 5990/7316 [00:54<00:11, 113.99it/s] 5999 27.5152 : 82%|████████▏ | 6004/7316 [00:54<00:11, 119.23it/s] 5999 27.5152 : 82%|████████▏ | 6017/7316 [00:54<00:10, 121.25it/s] 6019 28.3441 : 82%|████████▏ | 6017/7316 [00:54<00:10, 121.25it/s] 6019 28.3441 : 82%|████████▏ | 6030/7316 [00:54<00:10, 121.64it/s] 6039 27.4868 : 82%|████████▏ | 6030/7316 [00:54<00:10, 121.64it/s] 6039 27.4868 : 83%|████████▎ | 6043/7316 [00:54<00:10, 123.45it/s] 6039 27.4868 : 83%|████████▎ | 6057/7316 [00:54<00:09, 126.71it/s] 6059 25.7242 : 83%|████████▎ | 6057/7316 [00:54<00:09, 126.71it/s] 6059 25.7242 : 83%|████████▎ | 6071/7316 [00:54<00:09, 130.28it/s] 6079 26.9532 : 83%|████████▎ | 6071/7316 [00:54<00:09, 130.28it/s] 6079 26.9532 : 83%|████████▎ | 6085/7316 [00:54<00:09, 131.92it/s] 6079 26.9532 : 83%|████████▎ | 6099/7316 [00:54<00:09, 130.94it/s] 6099 30.5030 : 83%|████████▎ | 6099/7316 [00:54<00:09, 130.94it/s] 6099 30.5030 : 84%|████████▎ | 6113/7316 [00:55<00:09, 125.07it/s] 6119 28.8436 : 84%|████████▎ | 6113/7316 [00:55<00:09, 125.07it/s] 6119 28.8436 : 84%|████████▍ | 6128/7316 [00:55<00:09, 130.13it/s] 6139 27.9097 : 84%|████████▍ | 6128/7316 [00:55<00:09, 130.13it/s] 6139 27.9097 : 84%|████████▍ | 6144/7316 [00:55<00:08, 137.98it/s] 6159 27.3889 : 84%|████████▍ | 6144/7316 [00:55<00:08, 137.98it/s] 6159 27.3889 : 84%|████████▍ | 6160/7316 [00:55<00:08, 144.07it/s] 6159 27.3889 : 84%|████████▍ | 6176/7316 [00:55<00:07, 146.79it/s] 6179 27.7606 : 84%|████████▍ | 6176/7316 [00:55<00:07, 146.79it/s] 6179 27.7606 : 85%|████████▍ | 6192/7316 [00:55<00:07, 148.96it/s] 6199 28.5095 : 85%|████████▍ | 6192/7316 [00:55<00:07, 148.96it/s] 6199 28.5095 : 85%|████████▍ | 6209/7316 [00:55<00:07, 153.07it/s] 6219 28.6905 : 85%|████████▍ | 6209/7316 [00:55<00:07, 153.07it/s] 6219 28.6905 : 85%|████████▌ | 6227/7316 [00:55<00:06, 158.29it/s] 6239 27.6914 : 85%|████████▌ | 6227/7316 [00:55<00:06, 158.29it/s] 6239 27.6914 : 85%|████████▌ | 6244/7316 [00:55<00:06, 160.48it/s] 6259 30.6433 : 85%|████████▌ | 6244/7316 [00:56<00:06, 160.48it/s] 6259 30.6433 : 86%|████████▌ | 6261/7316 [00:56<00:07, 149.43it/s] 6259 30.6433 : 86%|████████▌ | 6277/7316 [00:56<00:07, 147.85it/s] 6279 28.8426 : 86%|████████▌ | 6277/7316 [00:56<00:07, 147.85it/s] 6279 28.8426 : 86%|████████▌ | 6294/7316 [00:56<00:06, 153.71it/s] 6299 27.1796 : 86%|████████▌ | 6294/7316 [00:56<00:06, 153.71it/s] 6299 27.1796 : 86%|████████▋ | 6312/7316 [00:56<00:06, 159.20it/s] 6319 27.0879 : 86%|████████▋ | 6312/7316 [00:56<00:06, 159.20it/s] 6319 27.0879 : 87%|████████▋ | 6329/7316 [00:56<00:06, 160.22it/s] 6339 28.1497 : 87%|████████▋ | 6329/7316 [00:56<00:06, 160.22it/s] 6339 28.1497 : 87%|████████▋ | 6346/7316 [00:56<00:06, 161.66it/s] 6359 27.9577 : 87%|████████▋ | 6346/7316 [00:56<00:06, 161.66it/s] 6359 27.9577 : 87%|████████▋ | 6364/7316 [00:56<00:05, 164.91it/s] 6379 28.0888 : 87%|████████▋ | 6364/7316 [00:56<00:05, 164.91it/s] 6379 28.0888 : 87%|████████▋ | 6382/7316 [00:56<00:05, 168.36it/s] 6399 28.2397 : 87%|████████▋ | 6382/7316 [00:56<00:05, 168.36it/s] 6399 28.2397 : 87%|████████▋ | 6400/7316 [00:56<00:05, 169.92it/s] 6399 28.2397 : 88%|████████▊ | 6418/7316 [00:57<00:07, 123.82it/s] 6419 25.8214 : 88%|████████▊ | 6418/7316 [00:57<00:07, 123.82it/s] 6419 25.8214 : 88%|████████▊ | 6433/7316 [00:57<00:07, 116.18it/s] 6439 27.6757 : 88%|████████▊ | 6433/7316 [00:57<00:07, 116.18it/s] 6439 27.6757 : 88%|████████▊ | 6446/7316 [00:57<00:07, 115.44it/s] 6439 27.6757 : 88%|████████▊ | 6459/7316 [00:57<00:07, 114.91it/s] 6459 27.2216 : 88%|████████▊ | 6459/7316 [00:57<00:07, 114.91it/s] 6459 27.2216 : 88%|████████▊ | 6472/7316 [00:57<00:07, 113.67it/s] 6479 27.1496 : 88%|████████▊ | 6472/7316 [00:57<00:07, 113.67it/s] 6479 27.1496 : 89%|████████▊ | 6484/7316 [00:57<00:07, 111.76it/s] 6479 27.1496 : 89%|████████▉ | 6496/7316 [00:57<00:07, 112.39it/s] 6499 26.6536 : 89%|████████▉ | 6496/7316 [00:57<00:07, 112.39it/s] 6499 26.6536 : 89%|████████▉ | 6508/7316 [00:57<00:07, 113.20it/s] 6519 27.4956 : 89%|████████▉ | 6508/7316 [00:57<00:07, 113.20it/s] 6519 27.4956 : 89%|████████▉ | 6521/7316 [00:58<00:06, 115.80it/s] 6519 27.4956 : 89%|████████▉ | 6534/7316 [00:58<00:06, 117.71it/s] 6539 26.7092 : 89%|████████▉ | 6534/7316 [00:58<00:06, 117.71it/s] 6539 26.7092 : 89%|████████▉ | 6547/7316 [00:58<00:06, 118.57it/s] 6539 26.7092 : 90%|████████▉ | 6559/7316 [00:58<00:07, 107.83it/s] 6559 28.1932 : 90%|████████▉ | 6559/7316 [00:58<00:07, 107.83it/s] 6559 28.1932 : 90%|████████▉ | 6570/7316 [00:58<00:07, 99.63it/s] 6579 26.9477 : 90%|████████▉ | 6570/7316 [00:58<00:07, 99.63it/s] 6579 26.9477 : 90%|████████▉ | 6581/7316 [00:58<00:07, 98.93it/s] 6579 26.9477 : 90%|█████████ | 6592/7316 [00:58<00:07, 100.31it/s] 6599 26.9803 : 90%|█████████ | 6592/7316 [00:58<00:07, 100.31it/s] 6599 26.9803 : 90%|█████████ | 6603/7316 [00:58<00:07, 99.94it/s] 6599 26.9803 : 90%|█████████ | 6614/7316 [00:58<00:07, 99.91it/s] 6619 25.8788 : 90%|█████████ | 6614/7316 [00:58<00:07, 99.91it/s] 6619 25.8788 : 91%|█████████ | 6625/7316 [00:59<00:06, 98.86it/s] 6619 25.8788 : 91%|█████████ | 6636/7316 [00:59<00:06, 99.65it/s] 6639 27.1628 : 91%|█████████ | 6636/7316 [00:59<00:06, 99.65it/s] 6639 27.1628 : 91%|█████████ | 6647/7316 [00:59<00:06, 101.05it/s] 6639 27.1628 : 91%|█████████ | 6658/7316 [00:59<00:06, 103.36it/s] 6659 27.7843 : 91%|█████████ | 6658/7316 [00:59<00:06, 103.36it/s] 6659 27.7843 : 91%|█████████ | 6670/7316 [00:59<00:06, 106.01it/s] 6679 26.7336 : 91%|█████████ | 6670/7316 [00:59<00:06, 106.01it/s] 6679 26.7336 : 91%|█████████▏| 6681/7316 [00:59<00:05, 107.14it/s] 6679 26.7336 : 91%|█████████▏| 6692/7316 [00:59<00:05, 107.64it/s] 6699 26.6438 : 91%|█████████▏| 6692/7316 [00:59<00:05, 107.64it/s] 6699 26.6438 : 92%|█████████▏| 6703/7316 [00:59<00:05, 106.71it/s] 6699 26.6438 : 92%|█████████▏| 6716/7316 [00:59<00:05, 111.66it/s] 6719 23.5166 : 92%|█████████▏| 6716/7316 [00:59<00:05, 111.66it/s] 6719 23.5166 : 92%|█████████▏| 6730/7316 [00:59<00:04, 119.28it/s] 6739 25.8401 : 92%|█████████▏| 6730/7316 [01:00<00:04, 119.28it/s] 6739 25.8401 : 92%|█████████▏| 6744/7316 [01:00<00:04, 124.74it/s] 6739 25.8401 : 92%|█████████▏| 6758/7316 [01:00<00:04, 127.97it/s] 6759 26.9099 : 92%|█████████▏| 6758/7316 [01:00<00:04, 127.97it/s] 6759 26.9099 : 93%|█████████▎| 6772/7316 [01:00<00:04, 129.43it/s] 6779 26.9453 : 93%|█████████▎| 6772/7316 [01:00<00:04, 129.43it/s] 6779 26.9453 : 93%|█████████▎| 6786/7316 [01:00<00:04, 132.49it/s] 6799 23.4000 : 93%|█████████▎| 6786/7316 [01:00<00:04, 132.49it/s] 6799 23.4000 : 93%|█████████▎| 6801/7316 [01:00<00:03, 136.87it/s] 6799 23.4000 : 93%|█████████▎| 6817/7316 [01:00<00:03, 141.33it/s] 6819 23.1990 : 93%|█████████▎| 6817/7316 [01:00<00:03, 141.33it/s] 6819 23.1990 : 93%|█████████▎| 6832/7316 [01:00<00:03, 142.35it/s] 6839 23.9183 : 93%|█████████▎| 6832/7316 [01:00<00:03, 142.35it/s] 6839 23.9183 : 94%|█████████▎| 6847/7316 [01:00<00:03, 140.23it/s] 6859 26.7558 : 94%|█████████▎| 6847/7316 [01:00<00:03, 140.23it/s] 6859 26.7558 : 94%|█████████▍| 6862/7316 [01:00<00:03, 135.20it/s] 6879 23.9636 : 94%|█████████▍| 6862/7316 [01:01<00:03, 135.20it/s] 6879 23.9636 : 94%|█████████▍| 6880/7316 [01:01<00:02, 145.49it/s] 6879 23.9636 : 94%|█████████▍| 6898/7316 [01:01<00:02, 153.68it/s] 6899 27.7800 : 94%|█████████▍| 6898/7316 [01:01<00:02, 153.68it/s] 6899 27.7800 : 95%|█████████▍| 6915/7316 [01:01<00:02, 157.21it/s] 6919 25.5402 : 95%|█████████▍| 6915/7316 [01:01<00:02, 157.21it/s] 6919 25.5402 : 95%|█████████▍| 6932/7316 [01:01<00:02, 159.78it/s] 6939 26.3345 : 95%|█████████▍| 6932/7316 [01:01<00:02, 159.78it/s] 6939 26.3345 : 95%|█████████▍| 6950/7316 [01:01<00:02, 164.03it/s] 6959 26.2431 : 95%|█████████▍| 6950/7316 [01:01<00:02, 164.03it/s] 6959 26.2431 : 95%|█████████▌| 6969/7316 [01:01<00:02, 169.16it/s] 6979 25.0852 : 95%|█████████▌| 6969/7316 [01:01<00:02, 169.16it/s] 6979 25.0852 : 96%|█████████▌| 6987/7316 [01:01<00:01, 171.57it/s] 6999 19.1868 : 96%|█████████▌| 6987/7316 [01:01<00:01, 171.57it/s] 6999 19.1868 : 96%|█████████▌| 7005/7316 [01:01<00:01, 167.70it/s] 7019 26.3251 : 96%|█████████▌| 7005/7316 [01:01<00:01, 167.70it/s] 7019 26.3251 : 96%|█████████▌| 7022/7316 [01:01<00:01, 158.83it/s] 7019 26.3251 : 96%|█████████▌| 7038/7316 [01:01<00:01, 154.34it/s] 7039 25.3014 : 96%|█████████▌| 7038/7316 [01:02<00:01, 154.34it/s] 7039 25.3014 : 96%|█████████▋| 7054/7316 [01:02<00:01, 149.48it/s] 7059 25.7782 : 96%|█████████▋| 7054/7316 [01:02<00:01, 149.48it/s] 7059 25.7782 : 97%|█████████▋| 7070/7316 [01:02<00:01, 144.36it/s] 7079 23.7406 : 97%|█████████▋| 7070/7316 [01:02<00:01, 144.36it/s] 7079 23.7406 : 97%|█████████▋| 7085/7316 [01:02<00:01, 141.33it/s] 7099 26.7180 : 97%|█████████▋| 7085/7316 [01:02<00:01, 141.33it/s] 7099 26.7180 : 97%|█████████▋| 7100/7316 [01:02<00:01, 141.08it/s] 7099 26.7180 : 97%|█████████▋| 7115/7316 [01:02<00:01, 142.94it/s] 7119 25.7943 : 97%|█████████▋| 7115/7316 [01:02<00:01, 142.94it/s] 7119 25.7943 : 97%|█████████▋| 7130/7316 [01:02<00:01, 143.96it/s] 7139 28.2575 : 97%|█████████▋| 7130/7316 [01:02<00:01, 143.96it/s] 7139 28.2575 : 98%|█████████▊| 7145/7316 [01:02<00:01, 142.63it/s] 7159 27.2010 : 98%|█████████▊| 7145/7316 [01:02<00:01, 142.63it/s] 7159 27.2010 : 98%|█████████▊| 7160/7316 [01:02<00:01, 134.13it/s] 7159 27.2010 : 98%|█████████▊| 7174/7316 [01:03<00:01, 113.37it/s] 7179 26.5991 : 98%|█████████▊| 7174/7316 [01:03<00:01, 113.37it/s] 7179 26.5991 : 98%|█████████▊| 7186/7316 [01:03<00:01, 107.38it/s] 7179 26.5991 : 98%|█████████▊| 7198/7316 [01:03<00:01, 108.97it/s] 7199 25.3674 : 98%|█████████▊| 7198/7316 [01:03<00:01, 108.97it/s] 7199 25.3674 : 99%|█████████▊| 7210/7316 [01:03<00:00, 111.78it/s] 7219 25.3157 : 99%|█████████▊| 7210/7316 [01:03<00:00, 111.78it/s] 7219 25.3157 : 99%|█████████▊| 7222/7316 [01:03<00:00, 113.15it/s] 7219 25.3157 : 99%|█████████▉| 7234/7316 [01:03<00:00, 112.79it/s] 7239 26.5072 : 99%|█████████▉| 7234/7316 [01:03<00:00, 112.79it/s] 7239 26.5072 : 99%|█████████▉| 7246/7316 [01:03<00:00, 111.25it/s] 7239 26.5072 : 99%|█████████▉| 7258/7316 [01:03<00:00, 111.48it/s] 7259 26.1907 : 99%|█████████▉| 7258/7316 [01:03<00:00, 111.48it/s] 7259 26.1907 : 99%|█████████▉| 7270/7316 [01:03<00:00, 112.75it/s] 7279 24.4305 : 99%|█████████▉| 7270/7316 [01:04<00:00, 112.75it/s] 7279 24.4305 : 100%|█████████▉| 7283/7316 [01:04<00:00, 115.47it/s] 7279 24.4305 : 100%|█████████▉| 7296/7316 [01:04<00:00, 117.64it/s] 7299 24.9329 : 100%|█████████▉| 7296/7316 [01:04<00:00, 117.64it/s] 7299 24.9329 : 100%|█████████▉| 7308/7316 [01:04<00:00, 117.84it/s] 7299 24.9329 : 100%|██████████| 7316/7316 [01:04<00:00, 113.76it/s] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 1 epoch_size: 36578304 batches_per_epoch: 7316 batch_size: 5000 optim_type: 'ray' 0%| | 0/7316 [00:00<?, ?it/s] 0%| | 9/7316 [00:00<01:21, 89.19it/s] 0%| | 18/7316 [00:00<01:29, 81.60it/s] 7335 27.9335 : 0%| | 18/7316 [00:00<01:29, 81.60it/s] 7335 27.9335 : 0%| | 27/7316 [00:00<01:33, 77.79it/s] 7335 27.9335 : 0%| | 36/7316 [00:00<01:29, 81.26it/s] 7355 24.7804 : 0%| | 36/7316 [00:00<01:29, 81.26it/s] 7355 24.7804 : 1%| | 47/7316 [00:00<01:21, 88.83it/s] 7355 24.7804 : 1%| | 58/7316 [00:00<01:16, 94.74it/s] 7375 26.1070 : 1%| | 58/7316 [00:00<01:16, 94.74it/s] 7375 26.1070 : 1%| | 69/7316 [00:00<01:13, 98.16it/s] 7395 26.5181 : 1%| | 69/7316 [00:00<01:13, 98.16it/s] 7395 26.5181 : 1%| | 80/7316 [00:00<01:13, 98.96it/s] 7395 26.5181 : 1%| | 90/7316 [00:00<01:14, 96.75it/s] 7415 25.3656 : 1%| | 90/7316 [00:01<01:14, 96.75it/s] 7415 25.3656 : 1%|▏ | 101/7316 [00:01<01:13, 98.53it/s] 7415 25.3656 : 2%|▏ | 113/7316 [00:01<01:10, 102.69it/s] 7435 24.9945 : 2%|▏ | 113/7316 [00:01<01:10, 102.69it/s] 7435 24.9945 : 2%|▏ | 125/7316 [00:01<01:07, 106.32it/s] 7435 24.9945 : 2%|▏ | 137/7316 [00:01<01:06, 108.63it/s] 7455 25.9347 : 2%|▏ | 137/7316 [00:01<01:06, 108.63it/s] 7455 25.9347 : 2%|▏ | 149/7316 [00:01<01:05, 109.62it/s] 7475 33.3253 : 2%|▏ | 149/7316 [00:01<01:05, 109.62it/s] 7475 33.3253 : 2%|▏ | 160/7316 [00:01<01:07, 106.02it/s] 7475 33.3253 : 2%|▏ | 171/7316 [00:01<01:12, 98.57it/s] 7495 31.5304 : 2%|▏ | 171/7316 [00:01<01:12, 98.57it/s] 7495 31.5304 : 2%|▏ | 181/7316 [00:01<01:17, 92.38it/s] 7495 31.5304 : 3%|▎ | 191/7316 [00:01<01:15, 94.05it/s] 7515 26.2541 : 3%|▎ | 191/7316 [00:02<01:15, 94.05it/s] 7515 26.2541 : 3%|▎ | 203/7316 [00:02<01:11, 99.02it/s] 7515 26.2541 : 3%|▎ | 215/7316 [00:02<01:08, 104.42it/s] 7535 27.0992 : 3%|▎ | 215/7316 [00:02<01:08, 104.42it/s] 7535 27.0992 : 3%|▎ | 227/7316 [00:02<01:06, 106.54it/s] 7535 27.0992 : 3%|▎ | 238/7316 [00:02<01:06, 106.95it/s] 7555 27.5372 : 3%|▎ | 238/7316 [00:02<01:06, 106.95it/s] 7555 27.5372 : 3%|▎ | 250/7316 [00:02<01:05, 108.51it/s] 7575 28.0427 : 3%|▎ | 250/7316 [00:02<01:05, 108.51it/s] 7575 28.0427 : 4%|▎ | 262/7316 [00:02<01:03, 111.25it/s] 7575 28.0427 : 4%|▍ | 275/7316 [00:02<01:01, 115.02it/s] 7595 28.4357 : 4%|▍ | 275/7316 [00:02<01:01, 115.02it/s] 7595 28.4357 : 4%|▍ | 287/7316 [00:02<01:00, 116.37it/s] 7595 28.4357 : 4%|▍ | 299/7316 [00:02<01:00, 116.40it/s] 7615 28.0508 : 4%|▍ | 299/7316 [00:02<01:00, 116.40it/s] 7615 28.0508 : 4%|▍ | 311/7316 [00:03<01:03, 110.88it/s] 7635 34.3111 : 4%|▍ | 311/7316 [00:03<01:03, 110.88it/s] 7635 34.3111 : 4%|▍ | 323/7316 [00:03<01:08, 101.59it/s] 7635 34.3111 : 5%|▍ | 334/7316 [00:03<01:12, 96.48it/s] 7655 28.6309 : 5%|▍ | 334/7316 [00:03<01:12, 96.48it/s] 7655 28.6309 : 5%|▍ | 345/7316 [00:03<01:11, 98.02it/s] 7655 28.6309 : 5%|▍ | 357/7316 [00:03<01:07, 103.29it/s] 7675 26.7320 : 5%|▍ | 357/7316 [00:03<01:07, 103.29it/s] 7675 26.7320 : 5%|▌ | 369/7316 [00:03<01:04, 107.51it/s] 7695 26.6620 : 5%|▌ | 369/7316 [00:03<01:04, 107.51it/s] 7695 26.6620 : 5%|▌ | 381/7316 [00:03<01:03, 108.37it/s] 7695 26.6620 : 5%|▌ | 392/7316 [00:03<01:04, 107.90it/s] 7715 27.1068 : 5%|▌ | 392/7316 [00:03<01:04, 107.90it/s] 7715 27.1068 : 6%|▌ | 403/7316 [00:03<01:03, 108.16it/s] 7715 27.1068 : 6%|▌ | 415/7316 [00:04<01:02, 110.30it/s] 7735 26.4046 : 6%|▌ | 415/7316 [00:04<01:02, 110.30it/s] 7735 26.4046 : 6%|▌ | 427/7316 [00:04<01:00, 113.06it/s] 7735 26.4046 : 6%|▌ | 439/7316 [00:04<01:00, 114.50it/s] 7755 27.3392 : 6%|▌ | 439/7316 [00:04<01:00, 114.50it/s] 7755 27.3392 : 6%|▌ | 451/7316 [00:04<00:59, 115.76it/s] 7775 33.1225 : 6%|▌ | 451/7316 [00:04<00:59, 115.76it/s] 7775 33.1225 : 6%|▋ | 463/7316 [00:04<01:02, 109.77it/s] 7775 33.1225 : 6%|▋ | 475/7316 [00:04<01:09, 98.71it/s] 7795 31.9698 : 6%|▋ | 475/7316 [00:04<01:09, 98.71it/s] 7795 31.9698 : 7%|▋ | 486/7316 [00:04<01:13, 93.46it/s] 7795 31.9698 : 7%|▋ | 496/7316 [00:04<01:11, 94.73it/s] 7815 27.3956 : 7%|▋ | 496/7316 [00:04<01:11, 94.73it/s] 7815 27.3956 : 7%|▋ | 508/7316 [00:04<01:08, 99.78it/s] 7835 26.1412 : 7%|▋ | 508/7316 [00:05<01:08, 99.78it/s] 7835 26.1412 : 7%|▋ | 520/7316 [00:05<01:05, 103.47it/s] 7835 26.1412 : 7%|▋ | 531/7316 [00:05<01:05, 104.35it/s] 7855 28.5310 : 7%|▋ | 531/7316 [00:05<01:05, 104.35it/s] 7855 28.5310 : 7%|▋ | 542/7316 [00:05<01:05, 103.83it/s] 7855 28.5310 : 8%|▊ | 553/7316 [00:05<01:04, 104.44it/s] 7875 26.8329 : 8%|▊ | 553/7316 [00:05<01:04, 104.44it/s] 7875 26.8329 : 8%|▊ | 565/7316 [00:05<01:03, 106.84it/s] 7875 26.8329 : 8%|▊ | 577/7316 [00:05<01:00, 110.49it/s] 7895 27.6706 : 8%|▊ | 577/7316 [00:05<01:00, 110.49it/s] 7895 27.6706 : 8%|▊ | 589/7316 [00:05<01:00, 112.03it/s] 7915 28.6290 : 8%|▊ | 589/7316 [00:05<01:00, 112.03it/s] 7915 28.6290 : 8%|▊ | 601/7316 [00:05<00:59, 112.43it/s] 7915 28.6290 : 8%|▊ | 613/7316 [00:05<01:02, 107.83it/s] 7935 31.0504 : 8%|▊ | 613/7316 [00:06<01:02, 107.83it/s] 7935 31.0504 : 9%|▊ | 624/7316 [00:06<01:11, 93.62it/s] 7935 31.0504 : 9%|▊ | 634/7316 [00:06<01:17, 86.13it/s] 7955 29.2506 : 9%|▊ | 634/7316 [00:06<01:17, 86.13it/s] 7955 29.2506 : 9%|▉ | 643/7316 [00:06<01:18, 84.85it/s] 7955 29.2506 : 9%|▉ | 653/7316 [00:06<01:15, 87.83it/s] 7975 26.7881 : 9%|▉ | 653/7316 [00:06<01:15, 87.83it/s] 7975 26.7881 : 9%|▉ | 664/7316 [00:06<01:11, 92.85it/s] 7975 26.7881 : 9%|▉ | 675/7316 [00:06<01:09, 96.01it/s] 7995 27.0399 : 9%|▉ | 675/7316 [00:06<01:09, 96.01it/s] 7995 27.0399 : 9%|▉ | 685/7316 [00:06<01:09, 95.83it/s] 7995 27.0399 : 9%|▉ | 695/7316 [00:06<01:09, 95.70it/s] 8015 27.9873 : 9%|▉ | 695/7316 [00:06<01:09, 95.70it/s] 8015 27.9873 : 10%|▉ | 705/7316 [00:06<01:09, 94.90it/s] 8015 27.9873 : 10%|▉ | 716/7316 [00:07<01:07, 97.36it/s] 8035 28.1501 : 10%|▉ | 716/7316 [00:07<01:07, 97.36it/s] 8035 28.1501 : 10%|▉ | 727/7316 [00:07<01:06, 99.71it/s] 8035 28.1501 : 10%|█ | 738/7316 [00:07<01:04, 101.41it/s] 8055 27.9871 : 10%|█ | 738/7316 [00:07<01:04, 101.41it/s] 8055 27.9871 : 10%|█ | 749/7316 [00:07<01:04, 102.57it/s] 8075 30.3057 : 10%|█ | 749/7316 [00:07<01:04, 102.57it/s] 8075 30.3057 : 10%|█ | 760/7316 [00:07<01:03, 102.91it/s] 8075 30.3057 : 11%|█ | 771/7316 [00:07<01:16, 85.39it/s] 8095 30.3956 : 11%|█ | 771/7316 [00:07<01:16, 85.39it/s] 8095 30.3956 : 11%|█ | 781/7316 [00:07<01:31, 71.55it/s] 8095 30.3956 : 11%|█ | 789/7316 [00:07<01:36, 67.57it/s] 8095 30.3956 : 11%|█ | 797/7316 [00:08<01:36, 67.88it/s] 8115 27.4027 : 11%|█ | 797/7316 [00:08<01:36, 67.88it/s] 8115 27.4027 : 11%|█ | 805/7316 [00:08<01:32, 70.03it/s] 8115 27.4027 : 11%|█ | 814/7316 [00:08<01:27, 74.12it/s] 8135 26.0003 : 11%|█ | 814/7316 [00:08<01:27, 74.12it/s] 8135 26.0003 : 11%|█ | 823/7316 [00:08<01:24, 76.74it/s] 8135 26.0003 : 11%|█▏ | 832/7316 [00:08<01:22, 78.26it/s] 8155 26.9080 : 11%|█▏ | 832/7316 [00:08<01:22, 78.26it/s] 8155 26.9080 : 11%|█▏ | 840/7316 [00:08<01:23, 77.33it/s] 8155 26.9080 : 12%|█▏ | 848/7316 [00:08<01:24, 76.75it/s] 8155 26.9080 : 12%|█▏ | 856/7316 [00:08<01:24, 76.68it/s] 8175 27.7539 : 12%|█▏ | 856/7316 [00:08<01:24, 76.68it/s] 8175 27.7539 : 12%|█▏ | 864/7316 [00:08<01:23, 77.46it/s] 8175 27.7539 : 12%|█▏ | 873/7316 [00:09<01:21, 79.45it/s] 8195 28.7343 : 12%|█▏ | 873/7316 [00:09<01:21, 79.45it/s] 8195 28.7343 : 12%|█▏ | 882/7316 [00:09<01:19, 81.31it/s] 8195 28.7343 : 12%|█▏ | 891/7316 [00:09<01:17, 82.98it/s] 8215 27.7019 : 12%|█▏ | 891/7316 [00:09<01:17, 82.98it/s] 8215 27.7019 : 12%|█▏ | 900/7316 [00:09<01:16, 83.65it/s] 8215 27.7019 : 12%|█▏ | 909/7316 [00:09<01:15, 84.35it/s] 8215 27.7019 : 13%|█▎ | 918/7316 [00:09<01:21, 78.71it/s] 8235 31.5632 : 13%|█▎ | 918/7316 [00:09<01:21, 78.71it/s] 8235 31.5632 : 13%|█▎ | 926/7316 [00:09<01:35, 67.20it/s] 8235 31.5632 : 13%|█▎ | 934/7316 [00:09<01:44, 60.79it/s] 8255 26.5354 : 13%|█▎ | 934/7316 [00:10<01:44, 60.79it/s] 8255 26.5354 : 13%|█▎ | 941/7316 [00:10<01:49, 58.44it/s] 8255 26.5354 : 13%|█▎ | 948/7316 [00:10<01:48, 58.75it/s] 8255 26.5354 : 13%|█▎ | 955/7316 [00:10<01:44, 60.97it/s] 8275 25.2818 : 13%|█▎ | 955/7316 [00:10<01:44, 60.97it/s] 8275 25.2818 : 13%|█▎ | 963/7316 [00:10<01:37, 65.37it/s] 8275 25.2818 : 13%|█▎ | 971/7316 [00:10<01:31, 69.15it/s] 8275 25.2818 : 13%|█▎ | 979/7316 [00:10<01:29, 71.03it/s] 8295 26.0380 : 13%|█▎ | 979/7316 [00:10<01:29, 71.03it/s] 8295 26.0380 : 13%|█▎ | 987/7316 [00:10<01:28, 71.38it/s] 8295 26.0380 : 14%|█▎ | 995/7316 [00:10<01:29, 70.24it/s] 8315 25.7852 : 14%|█▎ | 995/7316 [00:10<01:29, 70.24it/s] 8315 25.7852 : 14%|█▎ | 1003/7316 [00:10<01:30, 69.84it/s] 8315 25.7852 : 14%|█▍ | 1011/7316 [00:11<01:30, 69.81it/s] 8315 25.7852 : 14%|█▍ | 1019/7316 [00:11<01:28, 70.99it/s] 8335 26.8916 : 14%|█▍ | 1019/7316 [00:11<01:28, 70.99it/s] 8335 26.8916 : 14%|█▍ | 1027/7316 [00:11<01:26, 72.70it/s] 8335 26.8916 : 14%|█▍ | 1035/7316 [00:11<01:24, 74.17it/s] 8355 28.7174 : 14%|█▍ | 1035/7316 [00:11<01:24, 74.17it/s] 8355 28.7174 : 14%|█▍ | 1043/7316 [00:11<01:23, 75.27it/s] 8355 28.7174 : 14%|█▍ | 1051/7316 [00:11<01:22, 76.28it/s] 8355 28.7174 : 14%|█▍ | 1059/7316 [00:11<01:21, 76.47it/s] 8375 28.0732 : 14%|█▍ | 1059/7316 [00:11<01:21, 76.47it/s] 8375 28.0732 : 15%|█▍ | 1067/7316 [00:11<01:22, 76.07it/s] 8375 28.0732 : 15%|█▍ | 1075/7316 [00:11<01:29, 69.63it/s] 8395 25.7923 : 15%|█▍ | 1075/7316 [00:12<01:29, 69.63it/s] 8395 25.7923 : 15%|█▍ | 1083/7316 [00:12<01:34, 66.13it/s] 8395 25.7923 : 15%|█▍ | 1090/7316 [00:12<01:33, 66.68it/s] 8395 25.7923 : 15%|█▌ | 1099/7316 [00:12<01:27, 70.89it/s] 8415 28.5866 : 15%|█▌ | 1099/7316 [00:12<01:27, 70.89it/s] 8415 28.5866 : 15%|█▌ | 1109/7316 [00:12<01:20, 76.99it/s] 8415 28.5866 : 15%|█▌ | 1119/7316 [00:12<01:14, 83.04it/s] 8435 26.2312 : 15%|█▌ | 1119/7316 [00:12<01:14, 83.04it/s] 8435 26.2312 : 15%|█▌ | 1129/7316 [00:12<01:10, 87.25it/s] 8435 26.2312 : 16%|█▌ | 1139/7316 [00:12<01:09, 88.37it/s] 8455 25.9371 : 16%|█▌ | 1139/7316 [00:12<01:09, 88.37it/s] 8455 25.9371 : 16%|█▌ | 1148/7316 [00:12<01:10, 87.32it/s] 8455 25.9371 : 16%|█▌ | 1157/7316 [00:12<01:10, 87.26it/s] 8475 26.9396 : 16%|█▌ | 1157/7316 [00:12<01:10, 87.26it/s] 8475 26.9396 : 16%|█▌ | 1167/7316 [00:13<01:09, 88.27it/s] 8475 26.9396 : 16%|█▌ | 1177/7316 [00:13<01:08, 89.97it/s] 8495 25.4462 : 16%|█▌ | 1177/7316 [00:13<01:08, 89.97it/s] 8495 25.4462 : 16%|█▌ | 1187/7316 [00:13<01:06, 92.79it/s] 8495 25.4462 : 16%|█▋ | 1198/7316 [00:13<01:04, 95.02it/s] 8515 27.4521 : 16%|█▋ | 1198/7316 [00:13<01:04, 95.02it/s] 8515 27.4521 : 17%|█▋ | 1208/7316 [00:13<01:03, 95.90it/s] 8515 27.4521 : 17%|█▋ | 1218/7316 [00:13<01:03, 96.70it/s] 8535 29.6972 : 17%|█▋ | 1218/7316 [00:13<01:03, 96.70it/s] 8535 29.6972 : 17%|█▋ | 1228/7316 [00:13<01:07, 89.90it/s] 8535 29.6972 : 17%|█▋ | 1238/7316 [00:13<01:09, 86.94it/s] 8555 27.8045 : 17%|█▋ | 1238/7316 [00:13<01:09, 86.94it/s] 8555 27.8045 : 17%|█▋ | 1248/7316 [00:13<01:07, 89.72it/s] 8555 27.8045 : 17%|█▋ | 1259/7316 [00:13<01:03, 95.22it/s] 8575 27.8623 : 17%|█▋ | 1259/7316 [00:14<01:03, 95.22it/s] 8575 27.8623 : 17%|█▋ | 1271/7316 [00:14<00:59, 101.43it/s] 8595 26.6952 : 17%|█▋ | 1271/7316 [00:14<00:59, 101.43it/s] 8595 26.6952 : 18%|█▊ | 1283/7316 [00:14<00:57, 105.34it/s] 8595 26.6952 : 18%|█▊ | 1295/7316 [00:14<00:56, 106.96it/s] 8615 28.1979 : 18%|█▊ | 1295/7316 [00:14<00:56, 106.96it/s] 8615 28.1979 : 18%|█▊ | 1306/7316 [00:14<00:56, 106.77it/s] 8615 28.1979 : 18%|█▊ | 1318/7316 [00:14<00:55, 108.40it/s] 8635 28.1151 : 18%|█▊ | 1318/7316 [00:14<00:55, 108.40it/s] 8635 28.1151 : 18%|█▊ | 1330/7316 [00:14<00:54, 110.55it/s] 8655 28.9200 : 18%|█▊ | 1330/7316 [00:14<00:54, 110.55it/s] 8655 28.9200 : 18%|█▊ | 1343/7316 [00:14<00:52, 113.85it/s] 8655 28.9200 : 19%|█▊ | 1355/7316 [00:14<00:51, 115.46it/s] 8675 28.4833 : 19%|█▊ | 1355/7316 [00:14<00:51, 115.46it/s] 8675 28.4833 : 19%|█▊ | 1367/7316 [00:14<00:51, 115.74it/s] 8675 28.4833 : 19%|█▉ | 1379/7316 [00:15<00:53, 110.52it/s] 8695 32.4151 : 19%|█▉ | 1379/7316 [00:15<00:53, 110.52it/s] 8695 32.4151 : 19%|█▉ | 1391/7316 [00:15<00:56, 105.50it/s] 8715 27.9905 : 19%|█▉ | 1391/7316 [00:15<00:56, 105.50it/s] 8715 27.9905 : 19%|█▉ | 1403/7316 [00:15<00:54, 108.69it/s] 8715 27.9905 : 19%|█▉ | 1417/7316 [00:15<00:50, 116.43it/s] 8735 27.9134 : 19%|█▉ | 1417/7316 [00:15<00:50, 116.43it/s] 8735 27.9134 : 20%|█▉ | 1431/7316 [00:15<00:47, 122.70it/s] 8755 27.4240 : 20%|█▉ | 1431/7316 [00:15<00:47, 122.70it/s] 8755 27.4240 : 20%|█▉ | 1445/7316 [00:15<00:46, 125.97it/s] 8755 27.4240 : 20%|█▉ | 1458/7316 [00:15<00:46, 126.05it/s] 8775 26.2867 : 20%|█▉ | 1458/7316 [00:15<00:46, 126.05it/s] 8775 26.2867 : 20%|██ | 1472/7316 [00:15<00:45, 128.13it/s] 8795 28.5155 : 20%|██ | 1472/7316 [00:15<00:45, 128.13it/s] 8795 28.5155 : 20%|██ | 1486/7316 [00:15<00:44, 131.47it/s] 8815 29.2322 : 20%|██ | 1486/7316 [00:15<00:44, 131.47it/s] 8815 29.2322 : 21%|██ | 1501/7316 [00:16<00:43, 134.96it/s] 8815 29.2322 : 21%|██ | 1516/7316 [00:16<00:42, 137.47it/s] 8835 28.2668 : 21%|██ | 1516/7316 [00:16<00:42, 137.47it/s] 8835 28.2668 : 21%|██ | 1530/7316 [00:16<00:43, 133.35it/s] 8855 32.4922 : 21%|██ | 1530/7316 [00:16<00:43, 133.35it/s] 8855 32.4922 : 21%|██ | 1544/7316 [00:16<00:47, 122.46it/s] 8855 32.4922 : 21%|██▏ | 1558/7316 [00:16<00:46, 125.02it/s] 8875 29.6788 : 21%|██▏ | 1558/7316 [00:16<00:46, 125.02it/s] 8875 29.6788 : 22%|██▏ | 1573/7316 [00:16<00:43, 131.28it/s] 8895 27.4839 : 22%|██▏ | 1573/7316 [00:16<00:43, 131.28it/s] 8895 27.4839 : 22%|██▏ | 1589/7316 [00:16<00:41, 136.87it/s] 8915 28.2415 : 22%|██▏ | 1589/7316 [00:16<00:41, 136.87it/s] 8915 28.2415 : 22%|██▏ | 1604/7316 [00:16<00:41, 138.16it/s] 8915 28.2415 : 22%|██▏ | 1619/7316 [00:16<00:40, 139.38it/s] 8935 27.7289 : 22%|██▏ | 1619/7316 [00:16<00:40, 139.38it/s] 8935 27.7289 : 22%|██▏ | 1635/7316 [00:16<00:39, 142.79it/s] 8955 25.4582 : 22%|██▏ | 1635/7316 [00:17<00:39, 142.79it/s] 8955 25.4582 : 23%|██▎ | 1651/7316 [00:17<00:38, 146.30it/s] 8975 27.0123 : 23%|██▎ | 1651/7316 [00:17<00:38, 146.30it/s] 8975 27.0123 : 23%|██▎ | 1667/7316 [00:17<00:38, 148.57it/s] 8995 31.4441 : 23%|██▎ | 1667/7316 [00:17<00:38, 148.57it/s] 8995 31.4441 : 23%|██▎ | 1682/7316 [00:17<00:39, 142.53it/s] 8995 31.4441 : 23%|██▎ | 1697/7316 [00:17<00:44, 125.45it/s] 9015 29.0034 : 23%|██▎ | 1697/7316 [00:17<00:44, 125.45it/s] 9015 29.0034 : 23%|██▎ | 1710/7316 [00:17<00:45, 123.99it/s] 9035 27.8844 : 23%|██▎ | 1710/7316 [00:17<00:45, 123.99it/s] 9035 27.8844 : 24%|██▎ | 1724/7316 [00:17<00:43, 127.62it/s] 9035 27.8844 : 24%|██▍ | 1738/7316 [00:17<00:42, 130.92it/s] 9055 27.7904 : 24%|██▍ | 1738/7316 [00:17<00:42, 130.92it/s] 9055 27.7904 : 24%|██▍ | 1752/7316 [00:17<00:41, 132.59it/s] 9075 29.0661 : 24%|██▍ | 1752/7316 [00:17<00:41, 132.59it/s] 9075 29.0661 : 24%|██▍ | 1766/7316 [00:17<00:41, 132.45it/s] 9095 28.1649 : 24%|██▍ | 1766/7316 [00:18<00:41, 132.45it/s] 9095 28.1649 : 24%|██▍ | 1780/7316 [00:18<00:41, 133.57it/s] 9095 28.1649 : 25%|██▍ | 1795/7316 [00:18<00:40, 137.92it/s] 9115 28.6640 : 25%|██▍ | 1795/7316 [00:18<00:40, 137.92it/s] 9115 28.6640 : 25%|██▍ | 1810/7316 [00:18<00:39, 141.00it/s] 9135 27.7162 : 25%|██▍ | 1810/7316 [00:18<00:39, 141.00it/s] 9135 27.7162 : 25%|██▍ | 1825/7316 [00:18<00:38, 141.76it/s] 9155 31.5352 : 25%|██▍ | 1825/7316 [00:18<00:38, 141.76it/s] 9155 31.5352 : 25%|██▌ | 1840/7316 [00:18<00:46, 116.80it/s] 9155 31.5352 : 25%|██▌ | 1853/7316 [00:18<00:54, 99.63it/s] 9175 26.4756 : 25%|██▌ | 1853/7316 [00:18<00:54, 99.63it/s] 9175 26.4756 : 25%|██▌ | 1864/7316 [00:18<00:56, 96.45it/s] 9175 26.4756 : 26%|██▌ | 1875/7316 [00:18<00:55, 97.39it/s] 9195 27.7334 : 26%|██▌ | 1875/7316 [00:19<00:55, 97.39it/s] 9195 27.7334 : 26%|██▌ | 1886/7316 [00:19<00:54, 98.83it/s] 9195 27.7334 : 26%|██▌ | 1897/7316 [00:19<00:53, 100.55it/s] 9215 25.5136 : 26%|██▌ | 1897/7316 [00:19<00:53, 100.55it/s] 9215 25.5136 : 26%|██▌ | 1908/7316 [00:19<00:53, 100.73it/s] 9215 25.5136 : 26%|██▌ | 1919/7316 [00:19<00:53, 101.83it/s] 9235 28.5480 : 26%|██▌ | 1919/7316 [00:19<00:53, 101.83it/s] 9235 28.5480 : 26%|██▋ | 1930/7316 [00:19<00:52, 102.55it/s] 9255 28.4836 : 26%|██▋ | 1930/7316 [00:19<00:52, 102.55it/s] 9255 28.4836 : 27%|██▋ | 1942/7316 [00:19<00:50, 105.62it/s] 9255 28.4836 : 27%|██▋ | 1954/7316 [00:19<00:49, 108.66it/s] 9275 28.2439 : 27%|██▋ | 1954/7316 [00:19<00:49, 108.66it/s] 9275 28.2439 : 27%|██▋ | 1966/7316 [00:19<00:48, 110.79it/s] 9275 28.2439 : 27%|██▋ | 1978/7316 [00:19<00:47, 112.09it/s] 9295 29.2130 : 27%|██▋ | 1978/7316 [00:19<00:47, 112.09it/s] 9295 29.2130 : 27%|██▋ | 1990/7316 [00:20<00:56, 93.72it/s] 9315 33.7734 : 27%|██▋ | 1990/7316 [00:20<00:56, 93.72it/s] 9315 33.7734 : 27%|██▋ | 2000/7316 [00:20<01:07, 79.13it/s] 9315 33.7734 : 27%|██▋ | 2009/7316 [00:20<01:12, 73.58it/s] 9315 33.7734 : 28%|██▊ | 2017/7316 [00:20<01:12, 73.44it/s] 9335 26.6130 : 28%|██▊ | 2017/7316 [00:20<01:12, 73.44it/s] 9335 26.6130 : 28%|██▊ | 2026/7316 [00:20<01:09, 76.24it/s] 9335 26.6130 : 28%|██▊ | 2035/7316 [00:20<01:07, 78.43it/s] 9355 25.9859 : 28%|██▊ | 2035/7316 [00:20<01:07, 78.43it/s] 9355 25.9859 : 28%|██▊ | 2044/7316 [00:20<01:06, 79.74it/s] 9355 25.9859 : 28%|██▊ | 2053/7316 [00:20<01:04, 81.15it/s] 9375 27.8322 : 28%|██▊ | 2053/7316 [00:21<01:04, 81.15it/s] 9375 27.8322 : 28%|██▊ | 2062/7316 [00:21<01:04, 81.53it/s] 9375 27.8322 : 28%|██▊ | 2071/7316 [00:21<01:03, 82.69it/s] 9395 26.8251 : 28%|██▊ | 2071/7316 [00:21<01:03, 82.69it/s] 9395 26.8251 : 28%|██▊ | 2080/7316 [00:21<01:01, 84.46it/s] 9395 26.8251 : 29%|██▊ | 2090/7316 [00:21<01:00, 86.73it/s] 9415 26.4847 : 29%|██▊ | 2090/7316 [00:21<01:00, 86.73it/s] 9415 26.4847 : 29%|██▊ | 2100/7316 [00:21<00:58, 89.90it/s] 9415 26.4847 : 29%|██▉ | 2110/7316 [00:21<00:56, 92.34it/s] 9435 27.1445 : 29%|██▉ | 2110/7316 [00:21<00:56, 92.34it/s] 9435 27.1445 : 29%|██▉ | 2120/7316 [00:21<00:55, 92.89it/s] 9435 27.1445 : 29%|██▉ | 2130/7316 [00:21<00:55, 93.97it/s] 9455 30.6699 : 29%|██▉ | 2130/7316 [00:21<00:55, 93.97it/s] 9455 30.6699 : 29%|██▉ | 2140/7316 [00:21<00:58, 89.09it/s] 9455 30.6699 : 29%|██▉ | 2149/7316 [00:22<01:02, 82.90it/s] 9455 30.6699 : 29%|██▉ | 2158/7316 [00:22<01:02, 82.45it/s] 9475 25.3580 : 29%|██▉ | 2158/7316 [00:22<01:02, 82.45it/s] 9475 25.3580 : 30%|██▉ | 2168/7316 [00:22<00:59, 86.60it/s] 9475 25.3580 : 30%|██▉ | 2179/7316 [00:22<00:55, 92.99it/s] 9495 27.5293 : 30%|██▉ | 2179/7316 [00:22<00:55, 92.99it/s] 9495 27.5293 : 30%|██▉ | 2190/7316 [00:22<00:52, 97.27it/s] 9515 26.7429 : 30%|██▉ | 2190/7316 [00:22<00:52, 97.27it/s] 9515 26.7429 : 30%|███ | 2201/7316 [00:22<00:51, 100.18it/s] 9515 26.7429 : 30%|███ | 2212/7316 [00:22<00:50, 101.74it/s] 9535 25.3991 : 30%|███ | 2212/7316 [00:22<00:50, 101.74it/s] 9535 25.3991 : 30%|███ | 2223/7316 [00:22<00:49, 102.82it/s] 9535 25.3991 : 31%|███ | 2235/7316 [00:22<00:48, 105.18it/s] 9555 27.7857 : 31%|███ | 2235/7316 [00:22<00:48, 105.18it/s] 9555 27.7857 : 31%|███ | 2247/7316 [00:23<00:46, 108.04it/s] 9555 27.7857 : 31%|███ | 2259/7316 [00:23<00:45, 111.33it/s] 9575 27.1235 : 31%|███ | 2259/7316 [00:23<00:45, 111.33it/s] 9575 27.1235 : 31%|███ | 2271/7316 [00:23<00:44, 112.74it/s] 9595 26.9501 : 31%|███ | 2271/7316 [00:23<00:44, 112.74it/s] 9595 26.9501 : 31%|███ | 2283/7316 [00:23<00:44, 113.37it/s] 9595 26.9501 : 31%|███▏ | 2295/7316 [00:23<00:46, 107.91it/s] 9615 32.2119 : 31%|███▏ | 2295/7316 [00:23<00:46, 107.91it/s] 9615 32.2119 : 32%|███▏ | 2306/7316 [00:23<00:47, 105.10it/s] 9615 32.2119 : 32%|███▏ | 2319/7316 [00:23<00:45, 110.43it/s] 9635 26.5929 : 32%|███▏ | 2319/7316 [00:23<00:45, 110.43it/s] 9635 26.5929 : 32%|███▏ | 2333/7316 [00:23<00:42, 118.37it/s] 9655 27.5585 : 32%|███▏ | 2333/7316 [00:23<00:42, 118.37it/s] 9655 27.5585 : 32%|███▏ | 2347/7316 [00:23<00:40, 123.51it/s] 9675 26.2660 : 32%|███▏ | 2347/7316 [00:23<00:40, 123.51it/s] 9675 26.2660 : 32%|███▏ | 2361/7316 [00:23<00:39, 126.32it/s] 9675 26.2660 : 32%|███▏ | 2375/7316 [00:24<00:38, 128.20it/s] 9695 28.2399 : 32%|███▏ | 2375/7316 [00:24<00:38, 128.20it/s] 9695 28.2399 : 33%|███▎ | 2390/7316 [00:24<00:37, 132.13it/s] 9715 28.3093 : 33%|███▎ | 2390/7316 [00:24<00:37, 132.13it/s] 9715 28.3093 : 33%|███▎ | 2405/7316 [00:24<00:35, 136.90it/s] 9735 27.7585 : 33%|███▎ | 2405/7316 [00:24<00:35, 136.90it/s] 9735 27.7585 : 33%|███▎ | 2420/7316 [00:24<00:34, 140.68it/s] 9735 27.7585 : 33%|███▎ | 2435/7316 [00:24<00:34, 142.07it/s] 9755 27.9151 : 33%|███▎ | 2435/7316 [00:24<00:34, 142.07it/s] 9755 27.9151 : 33%|███▎ | 2450/7316 [00:24<00:35, 138.62it/s] 9775 28.2434 : 33%|███▎ | 2450/7316 [00:24<00:35, 138.62it/s] 9775 28.2434 : 34%|███▎ | 2466/7316 [00:24<00:33, 143.43it/s] 9795 26.9698 : 34%|███▎ | 2466/7316 [00:24<00:33, 143.43it/s] 9795 26.9698 : 34%|███▍ | 2483/7316 [00:24<00:32, 150.62it/s] 9815 25.2956 : 34%|███▍ | 2483/7316 [00:24<00:32, 150.62it/s] 9815 25.2956 : 34%|███▍ | 2500/7316 [00:24<00:31, 154.28it/s] 9815 25.2956 : 34%|███▍ | 2517/7316 [00:25<00:30, 156.43it/s] 9835 25.2885 : 34%|███▍ | 2517/7316 [00:25<00:30, 156.43it/s] 9835 25.2885 : 35%|███▍ | 2534/7316 [00:25<00:30, 159.22it/s] 9855 26.3275 : 35%|███▍ | 2534/7316 [00:25<00:30, 159.22it/s] 9855 26.3275 : 35%|███▍ | 2552/7316 [00:25<00:29, 163.38it/s] 9875 25.5336 : 35%|███▍ | 2552/7316 [00:25<00:29, 163.38it/s] 9875 25.5336 : 35%|███▌ | 2570/7316 [00:25<00:28, 167.65it/s] 9895 25.1735 : 35%|███▌ | 2570/7316 [00:25<00:28, 167.65it/s] 9895 25.1735 : 35%|███▌ | 2588/7316 [00:25<00:27, 168.89it/s] 9915 27.9124 : 35%|███▌ | 2588/7316 [00:25<00:27, 168.89it/s] 9915 27.9124 : 36%|███▌ | 2605/7316 [00:25<00:29, 161.29it/s] 9935 27.4249 : 36%|███▌ | 2605/7316 [00:25<00:29, 161.29it/s] 9935 27.4249 : 36%|███▌ | 2622/7316 [00:25<00:28, 163.63it/s] 9955 28.0137 : 36%|███▌ | 2622/7316 [00:25<00:28, 163.63it/s] 9955 28.0137 : 36%|███▌ | 2640/7316 [00:25<00:27, 168.03it/s] 9955 28.0137 : 36%|███▋ | 2658/7316 [00:25<00:27, 170.09it/s] 9975 29.1900 : 36%|███▋ | 2658/7316 [00:25<00:27, 170.09it/s] 9975 29.1900 : 37%|███▋ | 2676/7316 [00:25<00:27, 170.77it/s] 9995 28.2942 : 37%|███▋ | 2676/7316 [00:25<00:27, 170.77it/s] 9995 28.2942 : 37%|███▋ | 2694/7316 [00:26<00:26, 173.28it/s] 10015 26.3192 : 37%|███▋ | 2694/7316 [00:26<00:26, 173.28it/s] 10015 26.3192 : 37%|███▋ | 2713/7316 [00:26<00:25, 178.00it/s] 10035 26.8407 : 37%|███▋ | 2713/7316 [00:26<00:25, 178.00it/s] 10035 26.8407 : 37%|███▋ | 2732/7316 [00:26<00:25, 179.41it/s] 10055 26.3342 : 37%|███▋ | 2732/7316 [00:26<00:25, 179.41it/s] 10055 26.3342 : 38%|███▊ | 2750/7316 [00:26<00:27, 167.40it/s] 10075 28.0692 : 38%|███▊ | 2750/7316 [00:26<00:27, 167.40it/s] 10075 28.0692 : 38%|███▊ | 2767/7316 [00:26<00:29, 155.72it/s] 10095 28.1601 : 38%|███▊ | 2767/7316 [00:26<00:29, 155.72it/s] 10095 28.1601 : 38%|███▊ | 2783/7316 [00:26<00:29, 153.90it/s] 10095 28.1601 : 38%|███▊ | 2799/7316 [00:26<00:29, 151.94it/s] 10115 28.5135 : 38%|███▊ | 2799/7316 [00:26<00:29, 151.94it/s] 10115 28.5135 : 38%|███▊ | 2815/7316 [00:26<00:30, 149.26it/s] 10135 27.4073 : 38%|███▊ | 2815/7316 [00:26<00:30, 149.26it/s] 10135 27.4073 : 39%|███▊ | 2830/7316 [00:26<00:30, 147.09it/s] 10155 27.8228 : 39%|███▊ | 2830/7316 [00:27<00:30, 147.09it/s] 10155 27.8228 : 39%|███▉ | 2845/7316 [00:27<00:30, 147.73it/s] 10175 28.2461 : 39%|███▉ | 2845/7316 [00:27<00:30, 147.73it/s] 10175 28.2461 : 39%|███▉ | 2861/7316 [00:27<00:29, 150.35it/s] 10175 28.2461 : 39%|███▉ | 2877/7316 [00:27<00:29, 152.49it/s] 10195 26.7041 : 39%|███▉ | 2877/7316 [00:27<00:29, 152.49it/s] 10195 26.7041 : 40%|███▉ | 2893/7316 [00:27<00:29, 152.07it/s] 10215 29.0998 : 40%|███▉ | 2893/7316 [00:27<00:29, 152.07it/s] 10215 29.0998 : 40%|███▉ | 2909/7316 [00:27<00:33, 133.45it/s] 10235 27.5880 : 40%|███▉ | 2909/7316 [00:27<00:33, 133.45it/s] 10235 27.5880 : 40%|███▉ | 2923/7316 [00:27<00:34, 128.49it/s] 10235 27.5880 : 40%|████ | 2937/7316 [00:27<00:34, 127.75it/s] 10255 27.1751 : 40%|████ | 2937/7316 [00:27<00:34, 127.75it/s] 10255 27.1751 : 40%|████ | 2950/7316 [00:27<00:34, 125.86it/s] 10275 26.5118 : 40%|████ | 2950/7316 [00:27<00:34, 125.86it/s] 10275 26.5118 : 41%|████ | 2963/7316 [00:27<00:35, 123.64it/s] 10275 26.5118 : 41%|████ | 2976/7316 [00:28<00:35, 121.12it/s] 10295 27.9869 : 41%|████ | 2976/7316 [00:28<00:35, 121.12it/s] 10295 27.9869 : 41%|████ | 2989/7316 [00:28<00:35, 121.05it/s] 10315 27.2594 : 41%|████ | 2989/7316 [00:28<00:35, 121.05it/s] 10315 27.2594 : 41%|████ | 3002/7316 [00:28<00:35, 122.18it/s] 10315 27.2594 : 41%|████ | 3016/7316 [00:28<00:34, 125.03it/s] 10335 27.6909 : 41%|████ | 3016/7316 [00:28<00:34, 125.03it/s] 10335 27.6909 : 41%|████▏ | 3029/7316 [00:28<00:33, 126.25it/s] 10355 29.5661 : 41%|████▏ | 3029/7316 [00:28<00:33, 126.25it/s] 10355 29.5661 : 42%|████▏ | 3042/7316 [00:28<00:33, 126.12it/s] 10355 29.5661 : 42%|████▏ | 3055/7316 [00:28<00:37, 112.18it/s] 10375 26.3527 : 42%|████▏ | 3055/7316 [00:28<00:37, 112.18it/s] 10375 26.3527 : 42%|████▏ | 3067/7316 [00:28<00:40, 104.60it/s] 10375 26.3527 : 42%|████▏ | 3078/7316 [00:28<00:40, 104.07it/s] 10395 27.3733 : 42%|████▏ | 3078/7316 [00:28<00:40, 104.07it/s] 10395 27.3733 : 42%|████▏ | 3089/7316 [00:29<00:40, 104.04it/s] 10415 28.0299 : 42%|████▏ | 3089/7316 [00:29<00:40, 104.04it/s] 10415 28.0299 : 42%|████▏ | 3100/7316 [00:29<00:40, 103.57it/s] 10415 28.0299 : 43%|████▎ | 3111/7316 [00:29<00:41, 102.35it/s] 10435 27.4677 : 43%|████▎ | 3111/7316 [00:29<00:41, 102.35it/s] 10435 27.4677 : 43%|████▎ | 3122/7316 [00:29<00:41, 100.07it/s] 10435 27.4677 : 43%|████▎ | 3133/7316 [00:29<00:42, 99.05it/s] 10455 27.1526 : 43%|████▎ | 3133/7316 [00:29<00:42, 99.05it/s] 10455 27.1526 : 43%|████▎ | 3143/7316 [00:29<00:42, 98.99it/s] 10455 27.1526 : 43%|████▎ | 3154/7316 [00:29<00:41, 100.61it/s] 10475 27.2210 : 43%|████▎ | 3154/7316 [00:29<00:41, 100.61it/s] 10475 27.2210 : 43%|████▎ | 3165/7316 [00:29<00:40, 102.95it/s] 10475 27.2210 : 43%|████▎ | 3176/7316 [00:29<00:39, 104.14it/s] 10495 25.9932 : 43%|████▎ | 3176/7316 [00:29<00:39, 104.14it/s] 10495 25.9932 : 44%|████▎ | 3187/7316 [00:30<00:39, 103.95it/s] 10495 25.9932 : 44%|████▎ | 3198/7316 [00:30<00:39, 103.37it/s] 10515 27.9716 : 44%|████▎ | 3198/7316 [00:30<00:39, 103.37it/s] 10515 27.9716 : 44%|████▍ | 3209/7316 [00:30<00:44, 92.29it/s] 10515 27.9716 : 44%|████▍ | 3219/7316 [00:30<00:45, 89.41it/s] 10535 27.7748 : 44%|████▍ | 3219/7316 [00:30<00:45, 89.41it/s] 10535 27.7748 : 44%|████▍ | 3229/7316 [00:30<00:44, 91.96it/s] 10555 26.4199 : 44%|████▍ | 3229/7316 [00:30<00:44, 91.96it/s] 10555 26.4199 : 44%|████▍ | 3241/7316 [00:30<00:41, 97.96it/s] 10555 26.4199 : 44%|████▍ | 3253/7316 [00:30<00:39, 102.15it/s] 10575 27.4015 : 44%|████▍ | 3253/7316 [00:30<00:39, 102.15it/s] 10575 27.4015 : 45%|████▍ | 3264/7316 [00:30<00:39, 103.83it/s] 10575 27.4015 : 45%|████▍ | 3275/7316 [00:30<00:38, 103.63it/s] 10595 27.8967 : 45%|████▍ | 3275/7316 [00:30<00:38, 103.63it/s] 10595 27.8967 : 45%|████▍ | 3286/7316 [00:31<00:38, 103.53it/s] 10595 27.8967 : 45%|████▌ | 3297/7316 [00:31<00:38, 103.40it/s] 10615 26.6560 : 45%|████▌ | 3297/7316 [00:31<00:38, 103.40it/s] 10615 26.6560 : 45%|████▌ | 3308/7316 [00:31<00:38, 104.64it/s] 10635 24.6236 : 45%|████▌ | 3308/7316 [00:31<00:38, 104.64it/s] 10635 24.6236 : 45%|████▌ | 3320/7316 [00:31<00:37, 107.18it/s] 10635 24.6236 : 46%|████▌ | 3332/7316 [00:31<00:36, 109.56it/s] 10655 25.9310 : 46%|████▌ | 3332/7316 [00:31<00:36, 109.56it/s] 10655 25.9310 : 46%|████▌ | 3343/7316 [00:31<00:36, 109.16it/s] 10655 25.9310 : 46%|████▌ | 3354/7316 [00:31<00:36, 107.46it/s] 10675 31.9546 : 46%|████▌ | 3354/7316 [00:31<00:36, 107.46it/s] 10675 31.9546 : 46%|████▌ | 3365/7316 [00:31<00:39, 99.55it/s] 10675 31.9546 : 46%|████▌ | 3376/7316 [00:31<00:39, 100.74it/s] 10695 27.2870 : 46%|████▌ | 3376/7316 [00:31<00:39, 100.74it/s] 10695 27.2870 : 46%|████▋ | 3389/7316 [00:32<00:36, 108.40it/s] 10715 26.9052 : 46%|████▋ | 3389/7316 [00:32<00:36, 108.40it/s] 10715 26.9052 : 47%|████▋ | 3402/7316 [00:32<00:34, 114.19it/s] 10715 26.9052 : 47%|████▋ | 3415/7316 [00:32<00:33, 117.89it/s] 10735 28.3612 : 47%|████▋ | 3415/7316 [00:32<00:33, 117.89it/s] 10735 28.3612 : 47%|████▋ | 3428/7316 [00:32<00:32, 119.10it/s] 10755 26.3940 : 47%|████▋ | 3428/7316 [00:32<00:32, 119.10it/s] 10755 26.3940 : 47%|████▋ | 3440/7316 [00:32<00:32, 118.43it/s] 10755 26.3940 : 47%|████▋ | 3453/7316 [00:32<00:32, 119.13it/s] 10775 27.9437 : 47%|████▋ | 3453/7316 [00:32<00:32, 119.13it/s] 10775 27.9437 : 47%|████▋ | 3466/7316 [00:32<00:31, 120.97it/s] 10795 27.0176 : 47%|████▋ | 3466/7316 [00:32<00:31, 120.97it/s] 10795 27.0176 : 48%|████▊ | 3480/7316 [00:32<00:30, 123.85it/s] 10795 27.0176 : 48%|████▊ | 3493/7316 [00:32<00:30, 124.14it/s] 10815 26.2244 : 48%|████▊ | 3493/7316 [00:32<00:30, 124.14it/s] 10815 26.2244 : 48%|████▊ | 3506/7316 [00:32<00:30, 123.60it/s] 10815 26.2244 : 48%|████▊ | 3519/7316 [00:33<00:32, 117.82it/s] 10835 29.4359 : 48%|████▊ | 3519/7316 [00:33<00:32, 117.82it/s] 10835 29.4359 : 48%|████▊ | 3533/7316 [00:33<00:31, 121.96it/s] 10855 28.6009 : 48%|████▊ | 3533/7316 [00:33<00:31, 121.96it/s] 10855 28.6009 : 48%|████▊ | 3548/7316 [00:33<00:29, 129.82it/s] 10875 28.3281 : 48%|████▊ | 3548/7316 [00:33<00:29, 129.82it/s] 10875 28.3281 : 49%|████▊ | 3563/7316 [00:33<00:27, 135.09it/s] 10875 28.3281 : 49%|████▉ | 3578/7316 [00:33<00:27, 137.42it/s] 10895 27.6391 : 49%|████▉ | 3578/7316 [00:33<00:27, 137.42it/s] 10895 27.6391 : 49%|████▉ | 3592/7316 [00:33<00:27, 137.36it/s] 10915 28.2037 : 49%|████▉ | 3592/7316 [00:33<00:27, 137.36it/s] 10915 28.2037 : 49%|████▉ | 3607/7316 [00:33<00:26, 138.47it/s] 10935 28.3820 : 49%|████▉ | 3607/7316 [00:33<00:26, 138.47it/s] 10935 28.3820 : 50%|████▉ | 3622/7316 [00:33<00:26, 140.78it/s] 10935 28.3820 : 50%|████▉ | 3638/7316 [00:33<00:25, 143.90it/s] 10955 27.8717 : 50%|████▉ | 3638/7316 [00:33<00:25, 143.90it/s] 10955 27.8717 : 50%|████▉ | 3653/7316 [00:34<00:25, 143.08it/s] 10975 31.6736 : 50%|████▉ | 3653/7316 [00:34<00:25, 143.08it/s] 10975 31.6736 : 50%|█████ | 3668/7316 [00:34<00:27, 132.21it/s] 10995 29.1873 : 50%|█████ | 3668/7316 [00:34<00:27, 132.21it/s] 10995 29.1873 : 50%|█████ | 3682/7316 [00:34<00:27, 130.29it/s] 10995 29.1873 : 51%|█████ | 3697/7316 [00:34<00:26, 135.64it/s] 11015 27.9077 : 51%|█████ | 3697/7316 [00:34<00:26, 135.64it/s] 11015 27.9077 : 51%|█████ | 3713/7316 [00:34<00:25, 140.58it/s] 11035 28.9836 : 51%|█████ | 3713/7316 [00:34<00:25, 140.58it/s] 11035 28.9836 : 51%|█████ | 3728/7316 [00:34<00:25, 142.42it/s] 11055 28.4009 : 51%|█████ | 3728/7316 [00:34<00:25, 142.42it/s] 11055 28.4009 : 51%|█████ | 3743/7316 [00:34<00:25, 142.06it/s] 11055 28.4009 : 51%|█████▏ | 3758/7316 [00:34<00:24, 143.16it/s] 11075 28.1314 : 51%|█████▏ | 3758/7316 [00:34<00:24, 143.16it/s] 11075 28.1314 : 52%|█████▏ | 3774/7316 [00:34<00:24, 146.46it/s] 11095 27.6159 : 52%|█████▏ | 3774/7316 [00:34<00:24, 146.46it/s] 11095 27.6159 : 52%|█████▏ | 3790/7316 [00:34<00:23, 149.62it/s] 11115 27.9060 : 52%|█████▏ | 3790/7316 [00:35<00:23, 149.62it/s] 11115 27.9060 : 52%|█████▏ | 3805/7316 [00:35<00:23, 148.88it/s] 11135 32.8266 : 52%|█████▏ | 3805/7316 [00:35<00:23, 148.88it/s] 11135 32.8266 : 52%|█████▏ | 3820/7316 [00:35<00:26, 132.45it/s] 11135 32.8266 : 52%|█████▏ | 3834/7316 [00:35<00:27, 126.07it/s] 11155 29.8953 : 52%|█████▏ | 3834/7316 [00:35<00:27, 126.07it/s] 11155 29.8953 : 53%|█████▎ | 3848/7316 [00:35<00:27, 127.59it/s] 11175 28.5281 : 53%|█████▎ | 3848/7316 [00:35<00:27, 127.59it/s] 11175 28.5281 : 53%|█████▎ | 3862/7316 [00:35<00:26, 130.08it/s] 11175 28.5281 : 53%|█████▎ | 3876/7316 [00:35<00:26, 130.26it/s] 11195 26.3801 : 53%|█████▎ | 3876/7316 [00:35<00:26, 130.26it/s] 11195 26.3801 : 53%|█████▎ | 3890/7316 [00:35<00:26, 130.15it/s] 11215 26.8894 : 53%|█████▎ | 3890/7316 [00:35<00:26, 130.15it/s] 11215 26.8894 : 53%|█████▎ | 3904/7316 [00:35<00:26, 130.41it/s] 11215 26.8894 : 54%|█████▎ | 3918/7316 [00:35<00:25, 132.43it/s] 11235 27.8097 : 54%|█████▎ | 3918/7316 [00:36<00:25, 132.43it/s] 11235 27.8097 : 54%|█████▍ | 3933/7316 [00:36<00:24, 136.60it/s] 11255 27.6062 : 54%|█████▍ | 3933/7316 [00:36<00:24, 136.60it/s] 11255 27.6062 : 54%|█████▍ | 3948/7316 [00:36<00:24, 138.94it/s] 11275 27.1149 : 54%|█████▍ | 3948/7316 [00:36<00:24, 138.94it/s] 11275 27.1149 : 54%|█████▍ | 3962/7316 [00:36<00:24, 138.21it/s] 11275 27.1149 : 54%|█████▍ | 3976/7316 [00:36<00:30, 111.12it/s] 11295 30.4257 : 54%|█████▍ | 3976/7316 [00:36<00:30, 111.12it/s] 11295 30.4257 : 55%|█████▍ | 3988/7316 [00:36<00:31, 105.96it/s] 11315 27.8696 : 55%|█████▍ | 3988/7316 [00:36<00:31, 105.96it/s] 11315 27.8696 : 55%|█████▍ | 4000/7316 [00:36<00:31, 106.23it/s] 11315 27.8696 : 55%|█████▍ | 4012/7316 [00:36<00:30, 108.49it/s] 11335 28.5558 : 55%|█████▍ | 4012/7316 [00:36<00:30, 108.49it/s] 11335 28.5558 : 55%|█████▌ | 4024/7316 [00:36<00:30, 108.57it/s] 11335 28.5558 : 55%|█████▌ | 4036/7316 [00:37<00:30, 109.06it/s] 11355 29.1117 : 55%|█████▌ | 4036/7316 [00:37<00:30, 109.06it/s] 11355 29.1117 : 55%|█████▌ | 4048/7316 [00:37<00:30, 108.20it/s] 11375 28.4248 : 55%|█████▌ | 4048/7316 [00:37<00:30, 108.20it/s] 11375 28.4248 : 55%|█████▌ | 4060/7316 [00:37<00:29, 109.47it/s] 11375 28.4248 : 56%|█████▌ | 4072/7316 [00:37<00:28, 111.93it/s] 11395 27.7401 : 56%|█████▌ | 4072/7316 [00:37<00:28, 111.93it/s] 11395 27.7401 : 56%|█████▌ | 4085/7316 [00:37<00:27, 115.45it/s] 11395 27.7401 : 56%|█████▌ | 4098/7316 [00:37<00:27, 117.41it/s] 11415 27.9362 : 56%|█████▌ | 4098/7316 [00:37<00:27, 117.41it/s] 11415 27.9362 : 56%|█████▌ | 4110/7316 [00:37<00:27, 116.88it/s] 11435 29.9203 : 56%|█████▌ | 4110/7316 [00:37<00:27, 116.88it/s] 11435 29.9203 : 56%|█████▋ | 4122/7316 [00:37<00:31, 100.69it/s] 11435 29.9203 : 56%|█████▋ | 4133/7316 [00:38<00:36, 86.85it/s] 11455 28.2293 : 56%|█████▋ | 4133/7316 [00:38<00:36, 86.85it/s] 11455 28.2293 : 57%|█████▋ | 4143/7316 [00:38<00:37, 85.25it/s] 11455 28.2293 : 57%|█████▋ | 4152/7316 [00:38<00:36, 86.12it/s] 11475 27.5451 : 57%|█████▋ | 4152/7316 [00:38<00:36, 86.12it/s] 11475 27.5451 : 57%|█████▋ | 4162/7316 [00:38<00:35, 88.03it/s] 11475 27.5451 : 57%|█████▋ | 4172/7316 [00:38<00:35, 88.67it/s] 11495 27.2049 : 57%|█████▋ | 4172/7316 [00:38<00:35, 88.67it/s] 11495 27.2049 : 57%|█████▋ | 4182/7316 [00:38<00:35, 88.91it/s] 11495 27.2049 : 57%|█████▋ | 4192/7316 [00:38<00:35, 88.94it/s] 11515 25.7442 : 57%|█████▋ | 4192/7316 [00:38<00:35, 88.94it/s] 11515 25.7442 : 57%|█████▋ | 4201/7316 [00:38<00:35, 88.51it/s] 11515 25.7442 : 58%|█████▊ | 4211/7316 [00:38<00:34, 90.35it/s] 11535 27.2896 : 58%|█████▊ | 4211/7316 [00:38<00:34, 90.35it/s] 11535 27.2896 : 58%|█████▊ | 4221/7316 [00:38<00:33, 92.54it/s] 11535 27.2896 : 58%|█████▊ | 4232/7316 [00:39<00:32, 95.31it/s] 11555 27.4732 : 58%|█████▊ | 4232/7316 [00:39<00:32, 95.31it/s] 11555 27.4732 : 58%|█████▊ | 4243/7316 [00:39<00:31, 96.75it/s] 11555 27.4732 : 58%|█████▊ | 4253/7316 [00:39<00:31, 96.82it/s] 11575 27.5506 : 58%|█████▊ | 4253/7316 [00:39<00:31, 96.82it/s] 11575 27.5506 : 58%|█████▊ | 4263/7316 [00:39<00:31, 96.49it/s] 11575 27.5506 : 58%|█████▊ | 4273/7316 [00:39<00:34, 89.15it/s] 11595 28.0481 : 58%|█████▊ | 4273/7316 [00:39<00:34, 89.15it/s] 11595 28.0481 : 59%|█████▊ | 4283/7316 [00:39<00:37, 80.38it/s] 11595 28.0481 : 59%|█████▊ | 4292/7316 [00:39<00:37, 80.17it/s] 11615 26.8105 : 59%|█████▊ | 4292/7316 [00:39<00:37, 80.17it/s] 11615 26.8105 : 59%|█████▉ | 4301/7316 [00:39<00:36, 82.09it/s] 11615 26.8105 : 59%|█████▉ | 4311/7316 [00:40<00:35, 84.70it/s] 11635 28.2797 : 59%|█████▉ | 4311/7316 [00:40<00:35, 84.70it/s] 11635 28.2797 : 59%|█████▉ | 4321/7316 [00:40<00:34, 86.45it/s] 11635 28.2797 : 59%|█████▉ | 4330/7316 [00:40<00:34, 86.21it/s] 11635 28.2797 : 59%|█████▉ | 4339/7316 [00:40<00:34, 86.07it/s] 11655 27.1546 : 59%|█████▉ | 4339/7316 [00:40<00:34, 86.07it/s] 11655 27.1546 : 59%|█████▉ | 4348/7316 [00:40<00:34, 85.56it/s] 11655 27.1546 : 60%|█████▉ | 4357/7316 [00:40<00:34, 85.52it/s] 11675 25.7298 : 60%|█████▉ | 4357/7316 [00:40<00:34, 85.52it/s] 11675 25.7298 : 60%|█████▉ | 4366/7316 [00:40<00:34, 86.68it/s] 11675 25.7298 : 60%|█████▉ | 4376/7316 [00:40<00:33, 88.21it/s] 11695 26.5604 : 60%|█████▉ | 4376/7316 [00:40<00:33, 88.21it/s] 11695 26.5604 : 60%|█████▉ | 4386/7316 [00:40<00:32, 90.52it/s] 11695 26.5604 : 60%|██████ | 4396/7316 [00:40<00:31, 92.42it/s] 11715 27.4317 : 60%|██████ | 4396/7316 [00:41<00:31, 92.42it/s] 11715 27.4317 : 60%|██████ | 4406/7316 [00:41<00:31, 91.61it/s] 11715 27.4317 : 60%|██████ | 4416/7316 [00:41<00:32, 89.08it/s] 11735 24.9293 : 60%|██████ | 4416/7316 [00:41<00:32, 89.08it/s] 11735 24.9293 : 60%|██████ | 4425/7316 [00:41<00:34, 83.33it/s] 11735 24.9293 : 61%|██████ | 4434/7316 [00:41<00:36, 79.60it/s] 11755 28.9083 : 61%|██████ | 4434/7316 [00:41<00:36, 79.60it/s] 11755 28.9083 : 61%|██████ | 4443/7316 [00:41<00:35, 81.06it/s] 11755 28.9083 : 61%|██████ | 4453/7316 [00:41<00:33, 84.98it/s] 11775 27.3063 : 61%|██████ | 4453/7316 [00:41<00:33, 84.98it/s] 11775 27.3063 : 61%|██████ | 4463/7316 [00:41<00:32, 88.77it/s] 11775 27.3063 : 61%|██████ | 4473/7316 [00:41<00:30, 91.73it/s] 11795 29.2772 : 61%|██████ | 4473/7316 [00:41<00:30, 91.73it/s] 11795 29.2772 : 61%|██████▏ | 4483/7316 [00:41<00:30, 92.13it/s] 11795 29.2772 : 61%|██████▏ | 4493/7316 [00:42<00:30, 92.12it/s] 11815 29.7016 : 61%|██████▏ | 4493/7316 [00:42<00:30, 92.12it/s] 11815 29.7016 : 62%|██████▏ | 4503/7316 [00:42<00:30, 90.93it/s] 11815 29.7016 : 62%|██████▏ | 4513/7316 [00:42<00:30, 91.80it/s] 11835 28.4920 : 62%|██████▏ | 4513/7316 [00:42<00:30, 91.80it/s] 11835 28.4920 : 62%|██████▏ | 4523/7316 [00:42<00:29, 93.78it/s] 11835 28.4920 : 62%|██████▏ | 4534/7316 [00:42<00:28, 96.47it/s] 11855 26.8129 : 62%|██████▏ | 4534/7316 [00:42<00:28, 96.47it/s] 11855 26.8129 : 62%|██████▏ | 4545/7316 [00:42<00:28, 97.53it/s] 11855 26.8129 : 62%|██████▏ | 4555/7316 [00:42<00:28, 97.33it/s] 11875 27.9193 : 62%|██████▏ | 4555/7316 [00:42<00:28, 97.33it/s] 11875 27.9193 : 62%|██████▏ | 4565/7316 [00:42<00:28, 96.54it/s] 11875 27.9193 : 63%|██████▎ | 4575/7316 [00:42<00:29, 91.79it/s] 11895 30.3734 : 63%|██████▎ | 4575/7316 [00:43<00:29, 91.79it/s] 11895 30.3734 : 63%|██████▎ | 4585/7316 [00:43<00:31, 86.61it/s] 11895 30.3734 : 63%|██████▎ | 4595/7316 [00:43<00:30, 88.45it/s] 11915 27.3577 : 63%|██████▎ | 4595/7316 [00:43<00:30, 88.45it/s] 11915 27.3577 : 63%|██████▎ | 4606/7316 [00:43<00:29, 92.52it/s] 11915 27.3577 : 63%|██████▎ | 4617/7316 [00:43<00:28, 96.30it/s] 11935 27.3590 : 63%|██████▎ | 4617/7316 [00:43<00:28, 96.30it/s] 11935 27.3590 : 63%|██████▎ | 4628/7316 [00:43<00:27, 98.40it/s] 11935 27.3590 : 63%|██████▎ | 4638/7316 [00:43<00:27, 98.29it/s] 11955 27.7534 : 63%|██████▎ | 4638/7316 [00:43<00:27, 98.29it/s] 11955 27.7534 : 64%|██████▎ | 4648/7316 [00:43<00:27, 97.07it/s] 11955 27.7534 : 64%|██████▎ | 4658/7316 [00:43<00:27, 97.49it/s] 11975 25.0676 : 64%|██████▎ | 4658/7316 [00:43<00:27, 97.49it/s] 11975 25.0676 : 64%|██████▍ | 4669/7316 [00:43<00:26, 98.92it/s] 11975 25.0676 : 64%|██████▍ | 4679/7316 [00:44<00:26, 98.98it/s] 11995 28.1923 : 64%|██████▍ | 4679/7316 [00:44<00:26, 98.98it/s] 11995 28.1923 : 64%|██████▍ | 4690/7316 [00:44<00:26, 100.48it/s] 12015 27.4804 : 64%|██████▍ | 4690/7316 [00:44<00:26, 100.48it/s] 12015 27.4804 : 64%|██████▍ | 4701/7316 [00:44<00:25, 102.47it/s] 12015 27.4804 : 64%|██████▍ | 4712/7316 [00:44<00:25, 102.92it/s] 12035 27.7512 : 64%|██████▍ | 4712/7316 [00:44<00:25, 102.92it/s] 12035 27.7512 : 65%|██████▍ | 4723/7316 [00:44<00:25, 101.00it/s] 12035 27.7512 : 65%|██████▍ | 4734/7316 [00:44<00:28, 91.98it/s] 12055 28.8944 : 65%|██████▍ | 4734/7316 [00:44<00:28, 91.98it/s] 12055 28.8944 : 65%|██████▍ | 4744/7316 [00:44<00:28, 91.35it/s] 12055 28.8944 : 65%|██████▍ | 4755/7316 [00:44<00:26, 94.86it/s] 12075 29.4569 : 65%|██████▍ | 4755/7316 [00:44<00:26, 94.86it/s] 12075 29.4569 : 65%|██████▌ | 4766/7316 [00:44<00:25, 98.16it/s] 12075 29.4569 : 65%|██████▌ | 4777/7316 [00:45<00:25, 99.50it/s] 12095 28.5399 : 65%|██████▌ | 4777/7316 [00:45<00:25, 99.50it/s] 12095 28.5399 : 65%|██████▌ | 4788/7316 [00:45<00:25, 98.40it/s] 12095 28.5399 : 66%|██████▌ | 4798/7316 [00:45<00:25, 98.22it/s] 12115 28.9443 : 66%|██████▌ | 4798/7316 [00:45<00:25, 98.22it/s] 12115 28.9443 : 66%|██████▌ | 4808/7316 [00:45<00:25, 97.59it/s] 12115 28.9443 : 66%|██████▌ | 4818/7316 [00:45<00:25, 97.79it/s] 12135 27.0868 : 66%|██████▌ | 4818/7316 [00:45<00:25, 97.79it/s] 12135 27.0868 : 66%|██████▌ | 4828/7316 [00:45<00:25, 97.65it/s] 12135 27.0868 : 66%|██████▌ | 4838/7316 [00:45<00:25, 98.18it/s] 12155 27.4485 : 66%|██████▌ | 4838/7316 [00:45<00:25, 98.18it/s] 12155 27.4485 : 66%|██████▋ | 4849/7316 [00:45<00:24, 100.03it/s] 12175 28.0209 : 66%|██████▋ | 4849/7316 [00:45<00:24, 100.03it/s] 12175 28.0209 : 66%|██████▋ | 4860/7316 [00:45<00:24, 101.12it/s] 12175 28.0209 : 67%|██████▋ | 4871/7316 [00:45<00:24, 99.33it/s] 12195 30.9666 : 67%|██████▋ | 4871/7316 [00:46<00:24, 99.33it/s] 12195 30.9666 : 67%|██████▋ | 4881/7316 [00:46<00:26, 93.56it/s] 12195 30.9666 : 67%|██████▋ | 4891/7316 [00:46<00:27, 88.76it/s] 12215 28.7925 : 67%|██████▋ | 4891/7316 [00:46<00:27, 88.76it/s] 12215 28.7925 : 67%|██████▋ | 4901/7316 [00:46<00:26, 90.27it/s] 12215 28.7925 : 67%|██████▋ | 4912/7316 [00:46<00:25, 93.45it/s] 12235 28.6164 : 67%|██████▋ | 4912/7316 [00:46<00:25, 93.45it/s] 12235 28.6164 : 67%|██████▋ | 4923/7316 [00:46<00:25, 95.71it/s] 12235 28.6164 : 67%|██████▋ | 4933/7316 [00:46<00:24, 95.63it/s] 12255 28.5542 : 67%|██████▋ | 4933/7316 [00:46<00:24, 95.63it/s] 12255 28.5542 : 68%|██████▊ | 4943/7316 [00:46<00:24, 95.11it/s] 12255 28.5542 : 68%|██████▊ | 4953/7316 [00:46<00:25, 94.32it/s] 12275 26.2647 : 68%|██████▊ | 4953/7316 [00:46<00:25, 94.32it/s] 12275 26.2647 : 68%|██████▊ | 4963/7316 [00:46<00:25, 93.55it/s] 12275 26.2647 : 68%|██████▊ | 4973/7316 [00:47<00:24, 94.43it/s] 12295 28.8232 : 68%|██████▊ | 4973/7316 [00:47<00:24, 94.43it/s] 12295 28.8232 : 68%|██████▊ | 4983/7316 [00:47<00:24, 95.09it/s] 12295 28.8232 : 68%|██████▊ | 4994/7316 [00:47<00:23, 97.38it/s] 12315 27.7455 : 68%|██████▊ | 4994/7316 [00:47<00:23, 97.38it/s] 12315 27.7455 : 68%|██████▊ | 5005/7316 [00:47<00:23, 98.58it/s] 12315 27.7455 : 69%|██████▊ | 5015/7316 [00:47<00:23, 98.69it/s] 12335 26.2802 : 69%|██████▊ | 5015/7316 [00:47<00:23, 98.69it/s] 12335 26.2802 : 69%|██████▊ | 5025/7316 [00:47<00:23, 96.68it/s] 12335 26.2802 : 69%|██████▉ | 5035/7316 [00:47<00:25, 89.50it/s] 12355 27.5662 : 69%|██████▉ | 5035/7316 [00:47<00:25, 89.50it/s] 12355 27.5662 : 69%|██████▉ | 5045/7316 [00:47<00:26, 85.09it/s] 12355 27.5662 : 69%|██████▉ | 5055/7316 [00:47<00:26, 86.96it/s] 12375 25.8594 : 69%|██████▉ | 5055/7316 [00:48<00:26, 86.96it/s] 12375 25.8594 : 69%|██████▉ | 5065/7316 [00:48<00:25, 89.11it/s] 12375 25.8594 : 69%|██████▉ | 5075/7316 [00:48<00:24, 91.19it/s] 12395 27.6090 : 69%|██████▉ | 5075/7316 [00:48<00:24, 91.19it/s] 12395 27.6090 : 70%|██████▉ | 5085/7316 [00:48<00:24, 90.14it/s] 12395 27.6090 : 70%|██████▉ | 5095/7316 [00:48<00:25, 88.50it/s] 12415 24.8159 : 70%|██████▉ | 5095/7316 [00:48<00:25, 88.50it/s] 12415 24.8159 : 70%|██████▉ | 5104/7316 [00:48<00:25, 86.97it/s] 12415 24.8159 : 70%|██████▉ | 5113/7316 [00:48<00:25, 85.63it/s] 12435 24.9719 : 70%|██████▉ | 5113/7316 [00:48<00:25, 85.63it/s] 12435 24.9719 : 70%|███████ | 5122/7316 [00:48<00:25, 86.17it/s] 12435 24.9719 : 70%|███████ | 5131/7316 [00:48<00:25, 86.93it/s] 12455 26.5474 : 70%|███████ | 5131/7316 [00:48<00:25, 86.93it/s] 12455 26.5474 : 70%|███████ | 5141/7316 [00:48<00:24, 87.96it/s] 12455 26.5474 : 70%|███████ | 5151/7316 [00:49<00:23, 90.38it/s] 12475 26.4092 : 70%|███████ | 5151/7316 [00:49<00:23, 90.38it/s] 12475 26.4092 : 71%|███████ | 5161/7316 [00:49<00:23, 91.50it/s] 12475 26.4092 : 71%|███████ | 5171/7316 [00:49<00:23, 90.64it/s] 12495 25.5379 : 71%|███████ | 5171/7316 [00:49<00:23, 90.64it/s] 12495 25.5379 : 71%|███████ | 5181/7316 [00:49<00:24, 88.39it/s] 12495 25.5379 : 71%|███████ | 5190/7316 [00:49<00:26, 80.09it/s] 12495 25.5379 : 71%|███████ | 5199/7316 [00:49<00:26, 78.96it/s] 12515 28.2855 : 71%|███████ | 5199/7316 [00:49<00:26, 78.96it/s] 12515 28.2855 : 71%|███████ | 5208/7316 [00:49<00:26, 80.35it/s] 12515 28.2855 : 71%|███████▏ | 5218/7316 [00:49<00:25, 83.35it/s] 12535 26.8461 : 71%|███████▏ | 5218/7316 [00:49<00:25, 83.35it/s] 12535 26.8461 : 71%|███████▏ | 5228/7316 [00:49<00:24, 85.87it/s] 12535 26.8461 : 72%|███████▏ | 5237/7316 [00:50<00:24, 86.14it/s] 12555 26.5173 : 72%|███████▏ | 5237/7316 [00:50<00:24, 86.14it/s] 12555 26.5173 : 72%|███████▏ | 5246/7316 [00:50<00:24, 85.35it/s] 12555 26.5173 : 72%|███████▏ | 5255/7316 [00:50<00:24, 84.17it/s] 12575 27.7087 : 72%|███████▏ | 5255/7316 [00:50<00:24, 84.17it/s] 12575 27.7087 : 72%|███████▏ | 5264/7316 [00:50<00:24, 82.62it/s] 12575 27.7087 : 72%|███████▏ | 5273/7316 [00:50<00:24, 82.35it/s] 12595 26.2266 : 72%|███████▏ | 5273/7316 [00:50<00:24, 82.35it/s] 12595 26.2266 : 72%|███████▏ | 5282/7316 [00:50<00:24, 83.08it/s] 12595 26.2266 : 72%|███████▏ | 5291/7316 [00:50<00:24, 83.61it/s] 12615 26.1104 : 72%|███████▏ | 5291/7316 [00:50<00:24, 83.61it/s] 12615 26.1104 : 72%|███████▏ | 5300/7316 [00:50<00:23, 85.21it/s] 12615 26.1104 : 73%|███████▎ | 5310/7316 [00:50<00:23, 87.19it/s] 12615 26.1104 : 73%|███████▎ | 5319/7316 [00:51<00:22, 87.56it/s] 12635 26.5844 : 73%|███████▎ | 5319/7316 [00:51<00:22, 87.56it/s] 12635 26.5844 : 73%|███████▎ | 5328/7316 [00:51<00:22, 86.83it/s] 12635 26.5844 : 73%|███████▎ | 5337/7316 [00:51<00:23, 84.29it/s] 12655 30.6779 : 73%|███████▎ | 5337/7316 [00:51<00:23, 84.29it/s] 12655 30.6779 : 73%|███████▎ | 5346/7316 [00:51<00:24, 81.08it/s] 12655 30.6779 : 73%|███████▎ | 5355/7316 [00:51<00:24, 78.67it/s] 12675 26.3024 : 73%|███████▎ | 5355/7316 [00:51<00:24, 78.67it/s] 12675 26.3024 : 73%|███████▎ | 5364/7316 [00:51<00:24, 80.45it/s] 12675 26.3024 : 73%|███████▎ | 5375/7316 [00:51<00:22, 86.85it/s] 12695 25.5862 : 73%|███████▎ | 5375/7316 [00:51<00:22, 86.85it/s] 12695 25.5862 : 74%|███████▎ | 5387/7316 [00:51<00:20, 93.75it/s] 12695 25.5862 : 74%|███████▍ | 5398/7316 [00:51<00:19, 97.75it/s] 12715 23.7240 : 74%|███████▍ | 5398/7316 [00:51<00:19, 97.75it/s] 12715 23.7240 : 74%|███████▍ | 5409/7316 [00:52<00:18, 100.55it/s] 12735 25.0042 : 74%|███████▍ | 5409/7316 [00:52<00:18, 100.55it/s] 12735 25.0042 : 74%|███████▍ | 5420/7316 [00:52<00:18, 101.45it/s] 12735 25.0042 : 74%|███████▍ | 5431/7316 [00:52<00:18, 102.22it/s] 12755 25.5726 : 74%|███████▍ | 5431/7316 [00:52<00:18, 102.22it/s] 12755 25.5726 : 74%|███████▍ | 5442/7316 [00:52<00:17, 104.13it/s] 12755 25.5726 : 75%|███████▍ | 5454/7316 [00:52<00:17, 107.51it/s] 12775 25.6050 : 75%|███████▍ | 5454/7316 [00:52<00:17, 107.51it/s] 12775 25.6050 : 75%|███████▍ | 5466/7316 [00:52<00:16, 109.88it/s] 12775 25.6050 : 75%|███████▍ | 5478/7316 [00:52<00:16, 111.09it/s] 12795 24.7602 : 75%|███████▍ | 5478/7316 [00:52<00:16, 111.09it/s] 12795 24.7602 : 75%|███████▌ | 5490/7316 [00:52<00:16, 109.49it/s] 12815 28.5771 : 75%|███████▌ | 5490/7316 [00:52<00:16, 109.49it/s] 12815 28.5771 : 75%|███████▌ | 5501/7316 [00:52<00:17, 102.22it/s] 12815 28.5771 : 75%|███████▌ | 5512/7316 [00:53<00:17, 101.60it/s] 12835 27.4659 : 75%|███████▌ | 5512/7316 [00:53<00:17, 101.60it/s] 12835 27.4659 : 76%|███████▌ | 5525/7316 [00:53<00:16, 107.66it/s] 12835 27.4659 : 76%|███████▌ | 5539/7316 [00:53<00:15, 115.19it/s] 12855 26.3942 : 76%|███████▌ | 5539/7316 [00:53<00:15, 115.19it/s] 12855 26.3942 : 76%|███████▌ | 5552/7316 [00:53<00:14, 119.10it/s] 12875 26.4560 : 76%|███████▌ | 5552/7316 [00:53<00:14, 119.10it/s] 12875 26.4560 : 76%|███████▌ | 5565/7316 [00:53<00:14, 119.45it/s] 12875 26.4560 : 76%|███████▌ | 5577/7316 [00:53<00:14, 119.51it/s] 12895 27.5577 : 76%|███████▌ | 5577/7316 [00:53<00:14, 119.51it/s] 12895 27.5577 : 76%|███████▋ | 5590/7316 [00:53<00:14, 121.25it/s] 12915 24.9862 : 76%|███████▋ | 5590/7316 [00:53<00:14, 121.25it/s] 12915 24.9862 : 77%|███████▋ | 5604/7316 [00:53<00:13, 124.00it/s] 12915 24.9862 : 77%|███████▋ | 5618/7316 [00:53<00:13, 126.22it/s] 12935 27.2799 : 77%|███████▋ | 5618/7316 [00:53<00:13, 126.22it/s] 12935 27.2799 : 77%|███████▋ | 5631/7316 [00:53<00:13, 126.64it/s] 12955 30.3417 : 77%|███████▋ | 5631/7316 [00:54<00:13, 126.64it/s] 12955 30.3417 : 77%|███████▋ | 5644/7316 [00:54<00:13, 122.47it/s] 12955 30.3417 : 77%|███████▋ | 5657/7316 [00:54<00:14, 111.62it/s] 12975 31.5398 : 77%|███████▋ | 5657/7316 [00:54<00:14, 111.62it/s] 12975 31.5398 : 77%|███████▋ | 5669/7316 [00:54<00:14, 111.21it/s] 12995 27.4678 : 77%|███████▋ | 5669/7316 [00:54<00:14, 111.21it/s] 12995 27.4678 : 78%|███████▊ | 5682/7316 [00:54<00:14, 115.92it/s] 12995 27.4678 : 78%|███████▊ | 5696/7316 [00:54<00:13, 121.39it/s] 13015 27.1682 : 78%|███████▊ | 5696/7316 [00:54<00:13, 121.39it/s] 13015 27.1682 : 78%|███████▊ | 5709/7316 [00:54<00:13, 123.61it/s] 13035 28.1011 : 78%|███████▊ | 5709/7316 [00:54<00:13, 123.61it/s] 13035 28.1011 : 78%|███████▊ | 5722/7316 [00:54<00:12, 122.62it/s] 13035 28.1011 : 78%|███████▊ | 5735/7316 [00:54<00:12, 122.64it/s] 13055 27.1550 : 78%|███████▊ | 5735/7316 [00:54<00:12, 122.64it/s] 13055 27.1550 : 79%|███████▊ | 5748/7316 [00:54<00:12, 124.10it/s] 13075 28.7909 : 79%|███████▊ | 5748/7316 [00:55<00:12, 124.10it/s] 13075 28.7909 : 79%|███████▉ | 5762/7316 [00:55<00:12, 127.19it/s] 13075 28.7909 : 79%|███████▉ | 5775/7316 [00:55<00:12, 127.74it/s] 13095 27.8492 : 79%|███████▉ | 5775/7316 [00:55<00:12, 127.74it/s] 13095 27.8492 : 79%|███████▉ | 5788/7316 [00:55<00:11, 127.86it/s] 13115 30.2859 : 79%|███████▉ | 5788/7316 [00:55<00:11, 127.86it/s] 13115 30.2859 : 79%|███████▉ | 5801/7316 [00:55<00:14, 107.59it/s] 13115 30.2859 : 79%|███████▉ | 5813/7316 [00:55<00:15, 95.48it/s] 13135 27.3709 : 79%|███████▉ | 5813/7316 [00:55<00:15, 95.48it/s] 13135 27.3709 : 80%|███████▉ | 5824/7316 [00:55<00:15, 94.64it/s] 13135 27.3709 : 80%|███████▉ | 5835/7316 [00:55<00:15, 96.53it/s] 13155 26.7037 : 80%|███████▉ | 5835/7316 [00:55<00:15, 96.53it/s] 13155 26.7037 : 80%|███████▉ | 5846/7316 [00:55<00:14, 99.51it/s] 13155 26.7037 : 80%|████████ | 5857/7316 [00:56<00:14, 101.64it/s] 13175 26.3787 : 80%|████████ | 5857/7316 [00:56<00:14, 101.64it/s] 13175 26.3787 : 80%|████████ | 5868/7316 [00:56<00:14, 99.91it/s] 13175 26.3787 : 80%|████████ | 5879/7316 [00:56<00:14, 99.92it/s] 13195 27.7917 : 80%|████████ | 5879/7316 [00:56<00:14, 99.92it/s] 13195 27.7917 : 81%|████████ | 5890/7316 [00:56<00:14, 100.10it/s] 13215 27.3636 : 81%|████████ | 5890/7316 [00:56<00:14, 100.10it/s] 13215 27.3636 : 81%|████████ | 5901/7316 [00:56<00:13, 101.60it/s] 13215 27.3636 : 81%|████████ | 5913/7316 [00:56<00:13, 104.70it/s] 13235 27.6417 : 81%|████████ | 5913/7316 [00:56<00:13, 104.70it/s] 13235 27.6417 : 81%|████████ | 5925/7316 [00:56<00:13, 106.40it/s] 13235 27.6417 : 81%|████████ | 5936/7316 [00:56<00:12, 107.19it/s] 13255 28.4328 : 81%|████████ | 5936/7316 [00:56<00:12, 107.19it/s] 13255 28.4328 : 81%|████████▏ | 5947/7316 [00:56<00:13, 103.63it/s] 13255 28.4328 : 81%|████████▏ | 5958/7316 [00:57<00:14, 95.90it/s] 13275 29.8075 : 81%|████████▏ | 5958/7316 [00:57<00:14, 95.90it/s] 13275 29.8075 : 82%|████████▏ | 5968/7316 [00:57<00:14, 95.95it/s] 13295 28.9931 : 82%|████████▏ | 5968/7316 [00:57<00:14, 95.95it/s] 13295 28.9931 : 82%|████████▏ | 5980/7316 [00:57<00:13, 101.77it/s] 13295 28.9931 : 82%|████████▏ | 5993/7316 [00:57<00:12, 108.06it/s] 13315 27.7068 : 82%|████████▏ | 5993/7316 [00:57<00:12, 108.06it/s] 13315 27.7068 : 82%|████████▏ | 6006/7316 [00:57<00:11, 111.84it/s] 13315 27.7068 : 82%|████████▏ | 6018/7316 [00:57<00:11, 113.34it/s] 13335 28.5524 : 82%|████████▏ | 6018/7316 [00:57<00:11, 113.34it/s] 13335 28.5524 : 82%|████████▏ | 6030/7316 [00:57<00:11, 113.76it/s] 13355 27.6509 : 82%|████████▏ | 6030/7316 [00:57<00:11, 113.76it/s] 13355 27.6509 : 83%|████████▎ | 6042/7316 [00:57<00:11, 114.90it/s] 13355 27.6509 : 83%|████████▎ | 6055/7316 [00:57<00:10, 117.93it/s] 13375 26.0646 : 83%|████████▎ | 6055/7316 [00:57<00:10, 117.93it/s] 13375 26.0646 : 83%|████████▎ | 6069/7316 [00:57<00:10, 121.98it/s] 13395 27.1411 : 83%|████████▎ | 6069/7316 [00:58<00:10, 121.98it/s] 13395 27.1411 : 83%|████████▎ | 6082/7316 [00:58<00:09, 123.74it/s] 13395 27.1411 : 83%|████████▎ | 6095/7316 [00:58<00:09, 124.45it/s] 13415 30.4912 : 83%|████████▎ | 6095/7316 [00:58<00:09, 124.45it/s] 13415 30.4912 : 83%|████████▎ | 6108/7316 [00:58<00:10, 116.90it/s] 13435 29.1663 : 83%|████████▎ | 6108/7316 [00:58<00:10, 116.90it/s] 13435 29.1663 : 84%|████████▎ | 6120/7316 [00:58<00:10, 117.53it/s] 13435 29.1663 : 84%|████████▍ | 6135/7316 [00:58<00:09, 125.76it/s] 13455 28.0277 : 84%|████████▍ | 6135/7316 [00:58<00:09, 125.76it/s] 13455 28.0277 : 84%|████████▍ | 6151/7316 [00:58<00:08, 133.51it/s] 13475 27.5715 : 84%|████████▍ | 6151/7316 [00:58<00:08, 133.51it/s] 13475 27.5715 : 84%|████████▍ | 6166/7316 [00:58<00:08, 137.38it/s] 13495 27.9005 : 84%|████████▍ | 6166/7316 [00:58<00:08, 137.38it/s] 13495 27.9005 : 84%|████████▍ | 6181/7316 [00:58<00:08, 139.34it/s] 13495 27.9005 : 85%|████████▍ | 6196/7316 [00:58<00:07, 141.36it/s] 13515 28.6599 : 85%|████████▍ | 6196/7316 [00:58<00:07, 141.36it/s] 13515 28.6599 : 85%|████████▍ | 6212/7316 [00:59<00:07, 144.92it/s] 13535 28.8851 : 85%|████████▍ | 6212/7316 [00:59<00:07, 144.92it/s] 13535 28.8851 : 85%|████████▌ | 6228/7316 [00:59<00:07, 148.96it/s] 13555 27.8557 : 85%|████████▌ | 6228/7316 [00:59<00:07, 148.96it/s] 13555 27.8557 : 85%|████████▌ | 6244/7316 [00:59<00:07, 150.79it/s] 13575 30.7773 : 85%|████████▌ | 6244/7316 [00:59<00:07, 150.79it/s] 13575 30.7773 : 86%|████████▌ | 6260/7316 [00:59<00:07, 140.09it/s] 13575 30.7773 : 86%|████████▌ | 6275/7316 [00:59<00:07, 136.89it/s] 13595 29.0324 : 86%|████████▌ | 6275/7316 [00:59<00:07, 136.89it/s] 13595 29.0324 : 86%|████████▌ | 6291/7316 [00:59<00:07, 143.14it/s] 13615 27.3018 : 86%|████████▌ | 6291/7316 [00:59<00:07, 143.14it/s] 13615 27.3018 : 86%|████████▌ | 6308/7316 [00:59<00:06, 148.47it/s] 13635 27.2108 : 86%|████████▌ | 6308/7316 [00:59<00:06, 148.47it/s] 13635 27.2108 : 86%|████████▋ | 6324/7316 [00:59<00:06, 150.87it/s] 13655 28.2852 : 86%|████████▋ | 6324/7316 [00:59<00:06, 150.87it/s] 13655 28.2852 : 87%|████████▋ | 6340/7316 [00:59<00:06, 151.97it/s] 13655 28.2852 : 87%|████████▋ | 6356/7316 [00:59<00:06, 153.71it/s] 13675 28.1238 : 87%|████████▋ | 6356/7316 [01:00<00:06, 153.71it/s] 13675 28.1238 : 87%|████████▋ | 6373/7316 [01:00<00:05, 157.77it/s] 13695 28.2593 : 87%|████████▋ | 6373/7316 [01:00<00:05, 157.77it/s] 13695 28.2593 : 87%|████████▋ | 6390/7316 [01:00<00:05, 160.16it/s] 13715 28.3553 : 87%|████████▋ | 6390/7316 [01:00<00:05, 160.16it/s] 13715 28.3553 : 88%|████████▊ | 6407/7316 [01:00<00:06, 140.40it/s] 13735 26.1146 : 88%|████████▊ | 6407/7316 [01:00<00:06, 140.40it/s] 13735 26.1146 : 88%|████████▊ | 6422/7316 [01:00<00:07, 112.25it/s] 13735 26.1146 : 88%|████████▊ | 6435/7316 [01:00<00:08, 108.59it/s] 13755 27.8030 : 88%|████████▊ | 6435/7316 [01:00<00:08, 108.59it/s] 13755 27.8030 : 88%|████████▊ | 6447/7316 [01:00<00:08, 108.16it/s] 13755 27.8030 : 88%|████████▊ | 6459/7316 [01:00<00:07, 107.68it/s] 13775 27.5725 : 88%|████████▊ | 6459/7316 [01:00<00:07, 107.68it/s] 13775 27.5725 : 88%|████████▊ | 6471/7316 [01:01<00:07, 106.48it/s] 13795 27.5391 : 88%|████████▊ | 6471/7316 [01:01<00:07, 106.48it/s] 13795 27.5391 : 89%|████████▊ | 6482/7316 [01:01<00:07, 105.16it/s] 13795 27.5391 : 89%|████████▉ | 6493/7316 [01:01<00:07, 105.28it/s] 13815 26.8700 : 89%|████████▉ | 6493/7316 [01:01<00:07, 105.28it/s] 13815 26.8700 : 89%|████████▉ | 6504/7316 [01:01<00:07, 105.50it/s] 13815 26.8700 : 89%|████████▉ | 6516/7316 [01:01<00:07, 107.95it/s] 13835 27.7407 : 89%|████████▉ | 6516/7316 [01:01<00:07, 107.95it/s] 13835 27.7407 : 89%|████████▉ | 6528/7316 [01:01<00:07, 110.49it/s] 13855 27.0234 : 89%|████████▉ | 6528/7316 [01:01<00:07, 110.49it/s] 13855 27.0234 : 89%|████████▉ | 6540/7316 [01:01<00:06, 111.62it/s] 13855 27.0234 : 90%|████████▉ | 6552/7316 [01:01<00:06, 111.68it/s] 13875 28.4773 : 90%|████████▉ | 6552/7316 [01:01<00:06, 111.68it/s] 13875 28.4773 : 90%|████████▉ | 6564/7316 [01:01<00:07, 95.30it/s] 13875 28.4773 : 90%|████████▉ | 6574/7316 [01:02<00:08, 91.89it/s] 13895 27.2449 : 90%|████████▉ | 6574/7316 [01:02<00:08, 91.89it/s] 13895 27.2449 : 90%|████████▉ | 6584/7316 [01:02<00:07, 92.77it/s] 13895 27.2449 : 90%|█████████ | 6594/7316 [01:02<00:07, 94.31it/s] 13915 27.2632 : 90%|█████████ | 6594/7316 [01:02<00:07, 94.31it/s] 13915 27.2632 : 90%|█████████ | 6604/7316 [01:02<00:07, 94.46it/s] 13915 27.2632 : 90%|█████████ | 6614/7316 [01:02<00:07, 94.01it/s] 13935 26.0498 : 90%|█████████ | 6614/7316 [01:02<00:07, 94.01it/s] 13935 26.0498 : 91%|█████████ | 6624/7316 [01:02<00:07, 93.60it/s] 13935 26.0498 : 91%|█████████ | 6634/7316 [01:02<00:07, 93.53it/s] 13955 27.4144 : 91%|█████████ | 6634/7316 [01:02<00:07, 93.53it/s] 13955 27.4144 : 91%|█████████ | 6644/7316 [01:02<00:07, 95.08it/s] 13955 27.4144 : 91%|█████████ | 6655/7316 [01:02<00:06, 97.01it/s] 13975 27.9906 : 91%|█████████ | 6655/7316 [01:02<00:06, 97.01it/s] 13975 27.9906 : 91%|█████████ | 6666/7316 [01:02<00:06, 99.55it/s] 13975 27.9906 : 91%|█████████▏| 6677/7316 [01:03<00:06, 101.81it/s] 13995 27.1369 : 91%|█████████▏| 6677/7316 [01:03<00:06, 101.81it/s] 13995 27.1369 : 91%|█████████▏| 6688/7316 [01:03<00:06, 101.43it/s] 13995 27.1369 : 92%|█████████▏| 6699/7316 [01:03<00:06, 100.93it/s] 14015 27.4927 : 92%|█████████▏| 6699/7316 [01:03<00:06, 100.93it/s] 14015 27.4927 : 92%|█████████▏| 6710/7316 [01:03<00:06, 100.76it/s] 14035 23.6012 : 92%|█████████▏| 6710/7316 [01:03<00:06, 100.76it/s] 14035 23.6012 : 92%|█████████▏| 6723/7316 [01:03<00:05, 108.98it/s] 14035 23.6012 : 92%|█████████▏| 6737/7316 [01:03<00:04, 116.39it/s] 14055 25.9684 : 92%|█████████▏| 6737/7316 [01:03<00:04, 116.39it/s] 14055 25.9684 : 92%|█████████▏| 6750/7316 [01:03<00:04, 119.60it/s] 14075 26.9801 : 92%|█████████▏| 6750/7316 [01:03<00:04, 119.60it/s] 14075 26.9801 : 92%|█████████▏| 6763/7316 [01:03<00:04, 121.18it/s] 14075 26.9801 : 93%|█████████▎| 6776/7316 [01:03<00:04, 122.63it/s] 14095 27.0601 : 93%|█████████▎| 6776/7316 [01:03<00:04, 122.63it/s] 14095 27.0601 : 93%|█████████▎| 6790/7316 [01:04<00:04, 125.69it/s] 14115 23.4850 : 93%|█████████▎| 6790/7316 [01:04<00:04, 125.69it/s] 14115 23.4850 : 93%|█████████▎| 6805/7316 [01:04<00:03, 130.38it/s] 14135 23.2517 : 93%|█████████▎| 6805/7316 [01:04<00:03, 130.38it/s] 14135 23.2517 : 93%|█████████▎| 6820/7316 [01:04<00:03, 133.74it/s] 14135 23.2517 : 93%|█████████▎| 6834/7316 [01:04<00:03, 134.37it/s] 14155 24.7251 : 93%|█████████▎| 6834/7316 [01:04<00:03, 134.37it/s] 14155 24.7251 : 94%|█████████▎| 6848/7316 [01:04<00:03, 131.28it/s] 14175 26.7883 : 94%|█████████▎| 6848/7316 [01:04<00:03, 131.28it/s] 14175 26.7883 : 94%|█████████▍| 6862/7316 [01:04<00:03, 127.30it/s] 14175 26.7883 : 94%|█████████▍| 6879/7316 [01:04<00:03, 137.55it/s] 14195 23.9500 : 94%|█████████▍| 6879/7316 [01:04<00:03, 137.55it/s] 14195 23.9500 : 94%|█████████▍| 6896/7316 [01:04<00:02, 146.08it/s] 14215 27.9561 : 94%|█████████▍| 6896/7316 [01:04<00:02, 146.08it/s] 14215 27.9561 : 94%|█████████▍| 6912/7316 [01:04<00:02, 149.47it/s] 14235 25.7512 : 94%|█████████▍| 6912/7316 [01:04<00:02, 149.47it/s] 14235 25.7512 : 95%|█████████▍| 6928/7316 [01:04<00:02, 152.05it/s] 14255 26.3987 : 95%|█████████▍| 6928/7316 [01:05<00:02, 152.05it/s] 14255 26.3987 : 95%|█████████▍| 6945/7316 [01:05<00:02, 155.82it/s] 14275 26.3356 : 95%|█████████▍| 6945/7316 [01:05<00:02, 155.82it/s] 14275 26.3356 : 95%|█████████▌| 6963/7316 [01:05<00:02, 161.10it/s] 14295 25.0914 : 95%|█████████▌| 6963/7316 [01:05<00:02, 161.10it/s] 14295 25.0914 : 95%|█████████▌| 6981/7316 [01:05<00:02, 163.96it/s] 14295 25.0914 : 96%|█████████▌| 6998/7316 [01:05<00:01, 162.57it/s] 14315 26.8086 : 96%|█████████▌| 6998/7316 [01:05<00:01, 162.57it/s] 14315 26.8086 : 96%|█████████▌| 7015/7316 [01:05<00:01, 152.74it/s] 14335 26.3989 : 96%|█████████▌| 7015/7316 [01:05<00:01, 152.74it/s] 14335 26.3989 : 96%|█████████▌| 7031/7316 [01:05<00:01, 147.02it/s] 14355 25.3879 : 96%|█████████▌| 7031/7316 [01:05<00:01, 147.02it/s] 14355 25.3879 : 96%|█████████▋| 7046/7316 [01:05<00:01, 143.78it/s] 14375 25.9464 : 96%|█████████▋| 7046/7316 [01:05<00:01, 143.78it/s] 14375 25.9464 : 97%|█████████▋| 7061/7316 [01:05<00:01, 138.90it/s] 14375 25.9464 : 97%|█████████▋| 7075/7316 [01:05<00:01, 134.66it/s] 14395 23.8117 : 97%|█████████▋| 7075/7316 [01:06<00:01, 134.66it/s] 14395 23.8117 : 97%|█████████▋| 7089/7316 [01:06<00:01, 132.79it/s] 14415 26.8347 : 97%|█████████▋| 7089/7316 [01:06<00:01, 132.79it/s] 14415 26.8347 : 97%|█████████▋| 7103/7316 [01:06<00:01, 133.19it/s] 14415 26.8347 : 97%|█████████▋| 7118/7316 [01:06<00:01, 135.66it/s] 14435 25.9233 : 97%|█████████▋| 7118/7316 [01:06<00:01, 135.66it/s] 14435 25.9233 : 97%|█████████▋| 7132/7316 [01:06<00:01, 135.72it/s] 14455 28.3190 : 97%|█████████▋| 7132/7316 [01:06<00:01, 135.72it/s] 14455 28.3190 : 98%|█████████▊| 7146/7316 [01:06<00:01, 133.47it/s] 14475 29.4772 : 98%|█████████▊| 7146/7316 [01:06<00:01, 133.47it/s] 14475 29.4772 : 98%|█████████▊| 7160/7316 [01:06<00:01, 125.78it/s] 14475 29.4772 : 98%|█████████▊| 7173/7316 [01:06<00:01, 106.85it/s] 14495 26.9475 : 98%|█████████▊| 7173/7316 [01:06<00:01, 106.85it/s] 14495 26.9475 : 98%|█████████▊| 7185/7316 [01:06<00:01, 100.23it/s] 14495 26.9475 : 98%|█████████▊| 7196/7316 [01:07<00:01, 102.07it/s] 14515 25.5188 : 98%|█████████▊| 7196/7316 [01:07<00:01, 102.07it/s] 14515 25.5188 : 99%|█████████▊| 7208/7316 [01:07<00:01, 105.03it/s] 14535 25.5160 : 99%|█████████▊| 7208/7316 [01:07<00:01, 105.03it/s] 14535 25.5160 : 99%|█████████▊| 7220/7316 [01:07<00:00, 107.25it/s] 14535 25.5160 : 99%|█████████▉| 7231/7316 [01:07<00:00, 106.90it/s] 14555 26.6460 : 99%|█████████▉| 7231/7316 [01:07<00:00, 106.90it/s] 14555 26.6460 : 99%|█████████▉| 7242/7316 [01:07<00:00, 105.21it/s] 14555 26.6460 : 99%|█████████▉| 7253/7316 [01:07<00:00, 104.66it/s] 14575 26.3146 : 99%|█████████▉| 7253/7316 [01:07<00:00, 104.66it/s] 14575 26.3146 : 99%|█████████▉| 7264/7316 [01:07<00:00, 105.13it/s] 14575 26.3146 : 99%|█████████▉| 7276/7316 [01:07<00:00, 107.38it/s] 14595 24.5404 : 99%|█████████▉| 7276/7316 [01:07<00:00, 107.38it/s] 14595 24.5404 : 100%|█████████▉| 7288/7316 [01:07<00:00, 109.64it/s] 14615 25.0739 : 100%|█████████▉| 7288/7316 [01:08<00:00, 109.64it/s] 14615 25.0739 : 100%|█████████▉| 7300/7316 [01:08<00:00, 110.76it/s] 14615 25.0739 : 100%|█████████▉| 7312/7316 [01:08<00:00, 110.66it/s] 14615 25.0739 : 100%|██████████| 7316/7316 [01:08<00:00, 107.33it/s] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 2 epoch_size: 48 batches_per_epoch: 48 batch_size: 1 optim_type: 'image' 0%| | 0/48 [00:00<?, ?it/s]/root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/torch/nn/functional.py:3609: UserWarning: Default upsampling behavior when mode=bilinear is changed to align_corners=False since 0.4.0. Please specify align_corners=True if the old behavior is desired. See the documentation of nn.Upsample for details. warnings.warn( /root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/torch/nn/functional.py:3657: UserWarning: The default behavior for interpolate/upsample with float scale_factor changed in 1.6.0 to align with other frameworks/libraries, and now uses scale_factor directly, instead of relying on the computed output size. If you wish to restore the old behavior, please set recompute_scale_factor=True. See the documentation of nn.Upsample for details. warnings.warn( /root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/torch/nn/functional.py:718: UserWarning: Named tensors and all their associated APIs are an experimental feature and subject to change. Please do not use them for anything important until they are released as stable. (Triggered internally at /pytorch/c10/core/TensorImpl.h:1156.) return torch.max_pool2d(input, kernel_size, stride, padding, dilation, ceil_mode) 2%|▏ | 1/48 [00:01<01:00, 1.29s/it] 4%|▍ | 2/48 [00:02<01:10, 1.54s/it] 6%|▋ | 3/48 [00:04<01:01, 1.37s/it] 8%|▊ | 4/48 [00:05<01:05, 1.50s/it] 10%|█ | 5/48 [00:07<01:00, 1.42s/it] 12%|█▎ | 6/48 [00:08<01:05, 1.57s/it] 15%|█▍ | 7/48 [00:10<00:58, 1.42s/it] 17%|█▋ | 8/48 [00:11<01:00, 1.51s/it] 19%|█▉ | 9/48 [00:13<00:55, 1.43s/it] 21%|██ | 10/48 [00:14<00:53, 1.41s/it] 23%|██▎ | 11/48 [00:15<00:46, 1.25s/it] 25%|██▌ | 12/48 [00:16<00:42, 1.18s/it] 27%|██▋ | 13/48 [00:18<00:50, 1.44s/it] 29%|██▉ | 14/48 [00:19<00:47, 1.38s/it] 31%|███▏ | 15/48 [00:21<00:49, 1.50s/it] 33%|███▎ | 16/48 [00:22<00:43, 1.36s/it] 35%|███▌ | 17/48 [00:23<00:37, 1.22s/it] 38%|███▊ | 18/48 [00:24<00:36, 1.22s/it] 40%|███▉ | 19/48 [00:26<00:38, 1.34s/it] 14651 0.3875 0.0111 0.0022 : 40%|███▉ | 19/48 [00:27<00:38, 1.34s/it] 14651 0.3875 0.0111 0.0022 : 42%|████▏ | 20/48 [00:27<00:40, 1.44s/it] 14651 0.3875 0.0111 0.0022 : 44%|████▍ | 21/48 [00:29<00:40, 1.49s/it] 14651 0.3875 0.0111 0.0022 : 46%|████▌ | 22/48 [00:31<00:41, 1.61s/it] 14651 0.3875 0.0111 0.0022 : 48%|████▊ | 23/48 [00:32<00:40, 1.61s/it] 14651 0.3875 0.0111 0.0022 : 50%|█████ | 24/48 [00:34<00:35, 1.46s/it] 14651 0.3875 0.0111 0.0022 : 52%|█████▏ | 25/48 [00:36<00:37, 1.61s/it] 14651 0.3875 0.0111 0.0022 : 54%|█████▍ | 26/48 [00:37<00:35, 1.61s/it] 14651 0.3875 0.0111 0.0022 : 56%|█████▋ | 27/48 [00:39<00:35, 1.67s/it] 14651 0.3875 0.0111 0.0022 : 58%|█████▊ | 28/48 [00:41<00:33, 1.67s/it] 14651 0.3875 0.0111 0.0022 : 60%|██████ | 29/48 [00:42<00:30, 1.58s/it] 14651 0.3875 0.0111 0.0022 : 62%|██████▎ | 30/48 [00:44<00:28, 1.60s/it] 14651 0.3875 0.0111 0.0022 : 65%|██████▍ | 31/48 [00:45<00:28, 1.66s/it] 14651 0.3875 0.0111 0.0022 : 67%|██████▋ | 32/48 [00:48<00:32, 2.01s/it] 14651 0.3875 0.0111 0.0022 : 69%|██████▉ | 33/48 [00:51<00:33, 2.24s/it] 14651 0.3875 0.0111 0.0022 : 71%|███████ | 34/48 [00:53<00:29, 2.09s/it] 14651 0.3875 0.0111 0.0022 : 73%|███████▎ | 35/48 [00:54<00:25, 1.95s/it] 14651 0.3875 0.0111 0.0022 : 75%|███████▌ | 36/48 [00:56<00:22, 1.90s/it] 14651 0.3875 0.0111 0.0022 : 77%|███████▋ | 37/48 [00:58<00:20, 1.82s/it] 14651 0.3875 0.0111 0.0022 : 79%|███████▉ | 38/48 [00:59<00:17, 1.77s/it] 14651 0.3875 0.0111 0.0022 : 81%|████████▏ | 39/48 [01:01<00:14, 1.60s/it] 14671 0.3691 0.0124 0.0024 : 81%|████████▏ | 39/48 [01:02<00:14, 1.60s/it] 14671 0.3691 0.0124 0.0024 : 83%|████████▎ | 40/48 [01:02<00:13, 1.64s/it] 14671 0.3691 0.0124 0.0024 : 85%|████████▌ | 41/48 [01:05<00:13, 1.90s/it] 14671 0.3691 0.0124 0.0024 : 88%|████████▊ | 42/48 [01:06<00:10, 1.70s/it] 14671 0.3691 0.0124 0.0024 : 90%|████████▉ | 43/48 [01:08<00:08, 1.70s/it] 14671 0.3691 0.0124 0.0024 : 92%|█████████▏| 44/48 [01:09<00:06, 1.66s/it] 14671 0.3691 0.0124 0.0024 : 94%|█████████▍| 45/48 [01:12<00:05, 1.80s/it] 14671 0.3691 0.0124 0.0024 : 96%|█████████▌| 46/48 [01:13<00:03, 1.58s/it] 14671 0.3691 0.0124 0.0024 : 98%|█████████▊| 47/48 [01:15<00:01, 1.70s/it] 14671 0.3691 0.0124 0.0024 : 100%|██████████| 48/48 [01:16<00:00, 1.71s/it] 14671 0.3691 0.0124 0.0024 : 100%|██████████| 48/48 [01:16<00:00, 1.60s/it] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 3 epoch_size: 48 batches_per_epoch: 48 batch_size: 1 optim_type: 'image' 0%| | 0/48 [00:00<?, ?it/s] 2%|▏ | 1/48 [00:01<01:31, 1.95s/it] 4%|▍ | 2/48 [00:03<01:23, 1.81s/it] 6%|▋ | 3/48 [00:06<01:35, 2.13s/it] 8%|▊ | 4/48 [00:07<01:25, 1.95s/it] 10%|█ | 5/48 [00:09<01:14, 1.73s/it] 12%|█▎ | 6/48 [00:10<01:13, 1.75s/it] 15%|█▍ | 7/48 [00:13<01:16, 1.87s/it] 17%|█▋ | 8/48 [00:14<01:07, 1.69s/it] 19%|█▉ | 9/48 [00:15<01:00, 1.56s/it] 21%|██ | 10/48 [00:18<01:10, 1.85s/it] 23%|██▎ | 11/48 [00:19<00:59, 1.61s/it] 25%|██▌ | 12/48 [00:20<00:57, 1.61s/it] 27%|██▋ | 13/48 [00:22<00:59, 1.69s/it] 29%|██▉ | 14/48 [00:24<00:58, 1.72s/it] 31%|███▏ | 15/48 [00:26<00:56, 1.71s/it] 33%|███▎ | 16/48 [00:27<00:51, 1.61s/it] 35%|███▌ | 17/48 [00:29<00:51, 1.66s/it] 38%|███▊ | 18/48 [00:30<00:44, 1.47s/it] 40%|███▉ | 19/48 [00:32<00:49, 1.70s/it] 14699 0.3615 0.0134 0.0018 : 40%|███▉ | 19/48 [00:34<00:49, 1.70s/it] 14699 0.3615 0.0134 0.0018 : 42%|████▏ | 20/48 [00:34<00:51, 1.86s/it] 14699 0.3615 0.0134 0.0018 : 44%|████▍ | 21/48 [00:35<00:44, 1.64s/it] 14699 0.3615 0.0134 0.0018 : 46%|████▌ | 22/48 [00:38<00:51, 1.98s/it] 14699 0.3615 0.0134 0.0018 : 48%|████▊ | 23/48 [00:40<00:47, 1.90s/it] 14699 0.3615 0.0134 0.0018 : 50%|█████ | 24/48 [00:42<00:47, 2.00s/it] 14699 0.3615 0.0134 0.0018 : 52%|█████▏ | 25/48 [00:45<00:51, 2.23s/it] 14699 0.3615 0.0134 0.0018 : 54%|█████▍ | 26/48 [00:46<00:40, 1.85s/it] 14699 0.3615 0.0134 0.0018 : 56%|█████▋ | 27/48 [00:48<00:39, 1.88s/it] 14699 0.3615 0.0134 0.0018 : 58%|█████▊ | 28/48 [00:49<00:33, 1.67s/it] 14699 0.3615 0.0134 0.0018 : 60%|██████ | 29/48 [00:51<00:32, 1.70s/it] 14699 0.3615 0.0134 0.0018 : 62%|██████▎ | 30/48 [00:52<00:26, 1.46s/it] 14699 0.3615 0.0134 0.0018 : 65%|██████▍ | 31/48 [00:53<00:26, 1.56s/it] 14699 0.3615 0.0134 0.0018 : 67%|██████▋ | 32/48 [00:56<00:29, 1.83s/it] 14699 0.3615 0.0134 0.0018 : 69%|██████▉ | 33/48 [00:57<00:24, 1.60s/it] 14699 0.3615 0.0134 0.0018 : 71%|███████ | 34/48 [00:59<00:24, 1.75s/it] 14699 0.3615 0.0134 0.0018 : 73%|███████▎ | 35/48 [01:01<00:22, 1.74s/it] 14699 0.3615 0.0134 0.0018 : 75%|███████▌ | 36/48 [01:03<00:21, 1.79s/it] 14699 0.3615 0.0134 0.0018 : 77%|███████▋ | 37/48 [01:04<00:19, 1.74s/it] 14699 0.3615 0.0134 0.0018 : 79%|███████▉ | 38/48 [01:06<00:17, 1.74s/it] 14699 0.3615 0.0134 0.0018 : 81%|████████▏ | 39/48 [01:08<00:15, 1.70s/it] 14719 0.2994 0.0159 0.0025 : 81%|████████▏ | 39/48 [01:10<00:15, 1.70s/it] 14719 0.2994 0.0159 0.0025 : 83%|████████▎ | 40/48 [01:10<00:14, 1.82s/it] 14719 0.2994 0.0159 0.0025 : 85%|████████▌ | 41/48 [01:12<00:12, 1.84s/it] 14719 0.2994 0.0159 0.0025 : 88%|████████▊ | 42/48 [01:13<00:09, 1.60s/it] 14719 0.2994 0.0159 0.0025 : 90%|████████▉ | 43/48 [01:14<00:07, 1.51s/it] 14719 0.2994 0.0159 0.0025 : 92%|█████████▏| 44/48 [01:15<00:05, 1.30s/it] 14719 0.2994 0.0159 0.0025 : 94%|█████████▍| 45/48 [01:16<00:03, 1.23s/it] 14719 0.2994 0.0159 0.0025 : 96%|█████████▌| 46/48 [01:17<00:02, 1.18s/it] 14719 0.2994 0.0159 0.0025 : 98%|█████████▊| 47/48 [01:19<00:01, 1.30s/it] 14719 0.2994 0.0159 0.0025 : 100%|██████████| 48/48 [01:20<00:00, 1.23s/it] 14719 0.2994 0.0159 0.0025 : 100%|██████████| 48/48 [01:20<00:00, 1.67s/it] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 4 epoch_size: 48 batches_per_epoch: 48 batch_size: 1 optim_type: 'image' 0%| | 0/48 [00:00<?, ?it/s] 2%|▏ | 1/48 [00:01<01:16, 1.63s/it] 4%|▍ | 2/48 [00:03<01:31, 1.99s/it] 6%|▋ | 3/48 [00:05<01:27, 1.94s/it] 8%|▊ | 4/48 [00:06<01:09, 1.58s/it] 10%|█ | 5/48 [00:08<01:08, 1.59s/it] 12%|█▎ | 6/48 [00:09<00:55, 1.32s/it] 15%|█▍ | 7/48 [00:10<00:50, 1.23s/it] 17%|█▋ | 8/48 [00:11<00:54, 1.37s/it] 19%|█▉ | 9/48 [00:13<00:52, 1.34s/it] 21%|██ | 10/48 [00:14<00:55, 1.46s/it] 23%|██▎ | 11/48 [00:16<00:55, 1.51s/it] 25%|██▌ | 12/48 [00:17<00:50, 1.42s/it] 27%|██▋ | 13/48 [00:19<00:51, 1.48s/it] 29%|██▉ | 14/48 [00:22<01:03, 1.88s/it] 31%|███▏ | 15/48 [00:24<01:03, 1.93s/it] 33%|███▎ | 16/48 [00:25<00:59, 1.87s/it] 35%|███▌ | 17/48 [00:27<00:55, 1.78s/it] 38%|███▊ | 18/48 [00:28<00:46, 1.56s/it] 40%|███▉ | 19/48 [00:30<00:45, 1.58s/it] 14747 0.2878 0.0180 0.0036 : 40%|███▉ | 19/48 [00:31<00:45, 1.58s/it] 14747 0.2878 0.0180 0.0036 : 42%|████▏ | 20/48 [00:31<00:39, 1.42s/it] 14747 0.2878 0.0180 0.0036 : 44%|████▍ | 21/48 [00:32<00:35, 1.32s/it] 14747 0.2878 0.0180 0.0036 : 46%|████▌ | 22/48 [00:33<00:31, 1.20s/it] 14747 0.2878 0.0180 0.0036 : 48%|████▊ | 23/48 [00:34<00:33, 1.33s/it] 14747 0.2878 0.0180 0.0036 : 50%|█████ | 24/48 [00:35<00:28, 1.20s/it] 14747 0.2878 0.0180 0.0036 : 52%|█████▏ | 25/48 [00:37<00:27, 1.21s/it] 14747 0.2878 0.0180 0.0036 : 54%|█████▍ | 26/48 [00:39<00:37, 1.69s/it] 14747 0.2878 0.0180 0.0036 : 56%|█████▋ | 27/48 [00:41<00:35, 1.70s/it] 14747 0.2878 0.0180 0.0036 : 58%|█████▊ | 28/48 [00:43<00:33, 1.67s/it] 14747 0.2878 0.0180 0.0036 : 60%|██████ | 29/48 [00:44<00:32, 1.70s/it] 14747 0.2878 0.0180 0.0036 : 62%|██████▎ | 30/48 [00:47<00:33, 1.86s/it] 14747 0.2878 0.0180 0.0036 : 65%|██████▍ | 31/48 [00:48<00:28, 1.66s/it] 14747 0.2878 0.0180 0.0036 : 67%|██████▋ | 32/48 [00:50<00:26, 1.68s/it] 14747 0.2878 0.0180 0.0036 : 69%|██████▉ | 33/48 [00:51<00:23, 1.58s/it] 14747 0.2878 0.0180 0.0036 : 71%|███████ | 34/48 [00:53<00:23, 1.64s/it] 14747 0.2878 0.0180 0.0036 : 73%|███████▎ | 35/48 [00:54<00:21, 1.68s/it] 14747 0.2878 0.0180 0.0036 : 75%|███████▌ | 36/48 [00:57<00:23, 1.92s/it] 14747 0.2878 0.0180 0.0036 : 77%|███████▋ | 37/48 [00:59<00:20, 1.89s/it] 14747 0.2878 0.0180 0.0036 : 79%|███████▉ | 38/48 [01:00<00:16, 1.66s/it] 14747 0.2878 0.0180 0.0036 : 81%|████████▏ | 39/48 [01:02<00:14, 1.65s/it] 14767 0.2929 0.0186 0.0035 : 81%|████████▏ | 39/48 [01:03<00:14, 1.65s/it] 14767 0.2929 0.0186 0.0035 : 83%|████████▎ | 40/48 [01:03<00:12, 1.53s/it] 14767 0.2929 0.0186 0.0035 : 85%|████████▌ | 41/48 [01:04<00:10, 1.47s/it] 14767 0.2929 0.0186 0.0035 : 88%|████████▊ | 42/48 [01:05<00:08, 1.42s/it] 14767 0.2929 0.0186 0.0035 : 90%|████████▉ | 43/48 [01:07<00:06, 1.36s/it] 14767 0.2929 0.0186 0.0035 : 92%|█████████▏| 44/48 [01:08<00:05, 1.27s/it] 14767 0.2929 0.0186 0.0035 : 94%|█████████▍| 45/48 [01:09<00:03, 1.18s/it] 14767 0.2929 0.0186 0.0035 : 96%|█████████▌| 46/48 [01:10<00:02, 1.23s/it] 14767 0.2929 0.0186 0.0035 : 98%|█████████▊| 47/48 [01:12<00:01, 1.35s/it] 14767 0.2929 0.0186 0.0035 : 100%|██████████| 48/48 [01:14<00:00, 1.54s/it] 14767 0.2929 0.0186 0.0035 : 100%|██████████| 48/48 [01:14<00:00, 1.54s/it] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 5 epoch_size: 48 batches_per_epoch: 48 batch_size: 1 optim_type: 'image' 0%| | 0/48 [00:00<?, ?it/s] 2%|▏ | 1/48 [00:01<01:19, 1.69s/it] 4%|▍ | 2/48 [00:02<01:06, 1.45s/it] 6%|▋ | 3/48 [00:04<01:16, 1.69s/it] 8%|▊ | 4/48 [00:06<01:05, 1.50s/it] 10%|█ | 5/48 [00:07<01:07, 1.58s/it] 12%|█▎ | 6/48 [00:09<01:07, 1.61s/it] 15%|█▍ | 7/48 [00:11<01:08, 1.66s/it] 17%|█▋ | 8/48 [00:12<01:00, 1.51s/it] 19%|█▉ | 9/48 [00:13<00:53, 1.37s/it] 21%|██ | 10/48 [00:14<00:48, 1.28s/it] 23%|██▎ | 11/48 [00:16<00:51, 1.39s/it] 25%|██▌ | 12/48 [00:18<00:54, 1.52s/it] 27%|██▋ | 13/48 [00:19<00:54, 1.56s/it] 29%|██▉ | 14/48 [00:20<00:47, 1.41s/it] 31%|███▏ | 15/48 [00:22<00:45, 1.38s/it] 33%|███▎ | 16/48 [00:24<00:50, 1.58s/it] 35%|███▌ | 17/48 [00:25<00:49, 1.60s/it] 38%|███▊ | 18/48 [00:28<00:53, 1.79s/it] 40%|███▉ | 19/48 [00:29<00:50, 1.73s/it] 14795 0.3038 0.0176 0.0029 : 40%|███▉ | 19/48 [00:31<00:50, 1.73s/it] 14795 0.3038 0.0176 0.0029 : 42%|████▏ | 20/48 [00:31<00:48, 1.75s/it] 14795 0.3038 0.0176 0.0029 : 44%|████▍ | 21/48 [00:34<00:55, 2.06s/it] 14795 0.3038 0.0176 0.0029 : 46%|████▌ | 22/48 [00:35<00:51, 1.97s/it] 14795 0.3038 0.0176 0.0029 : 48%|████▊ | 23/48 [00:37<00:46, 1.86s/it] 14795 0.3038 0.0176 0.0029 : 50%|█████ | 24/48 [00:38<00:39, 1.64s/it] 14795 0.3038 0.0176 0.0029 : 52%|█████▏ | 25/48 [00:40<00:38, 1.66s/it] 14795 0.3038 0.0176 0.0029 : 54%|█████▍ | 26/48 [00:42<00:36, 1.65s/it] 14795 0.3038 0.0176 0.0029 : 56%|█████▋ | 27/48 [00:43<00:34, 1.64s/it] 14795 0.3038 0.0176 0.0029 : 58%|█████▊ | 28/48 [00:44<00:30, 1.51s/it] 14795 0.3038 0.0176 0.0029 : 60%|██████ | 29/48 [00:45<00:26, 1.40s/it] 14795 0.3038 0.0176 0.0029 : 62%|██████▎ | 30/48 [00:47<00:25, 1.39s/it] 14795 0.3038 0.0176 0.0029 : 65%|██████▍ | 31/48 [00:49<00:26, 1.56s/it] 14795 0.3038 0.0176 0.0029 : 67%|██████▋ | 32/48 [00:51<00:26, 1.68s/it] 14795 0.3038 0.0176 0.0029 : 69%|██████▉ | 33/48 [00:52<00:23, 1.54s/it] 14795 0.3038 0.0176 0.0029 : 71%|███████ | 34/48 [00:54<00:22, 1.61s/it] 14795 0.3038 0.0176 0.0029 : 73%|███████▎ | 35/48 [00:55<00:20, 1.54s/it] 14795 0.3038 0.0176 0.0029 : 75%|███████▌ | 36/48 [00:57<00:19, 1.59s/it] 14795 0.3038 0.0176 0.0029 : 77%|███████▋ | 37/48 [00:59<00:18, 1.65s/it] 14795 0.3038 0.0176 0.0029 : 79%|███████▉ | 38/48 [01:00<00:16, 1.65s/it] 14795 0.3038 0.0176 0.0029 : 81%|████████▏ | 39/48 [01:02<00:13, 1.52s/it] 14815 0.2990 0.0180 0.0035 : 81%|████████▏ | 39/48 [01:03<00:13, 1.52s/it] 14815 0.2990 0.0180 0.0035 : 83%|████████▎ | 40/48 [01:03<00:11, 1.48s/it] 14815 0.2990 0.0180 0.0035 : 85%|████████▌ | 41/48 [01:04<00:09, 1.42s/it] 14815 0.2990 0.0180 0.0035 : 88%|████████▊ | 42/48 [01:06<00:08, 1.41s/it] 14815 0.2990 0.0180 0.0035 : 90%|████████▉ | 43/48 [01:07<00:07, 1.47s/it] 14815 0.2990 0.0180 0.0035 : 92%|█████████▏| 44/48 [01:09<00:06, 1.53s/it] 14815 0.2990 0.0180 0.0035 : 94%|█████████▍| 45/48 [01:11<00:05, 1.70s/it] 14815 0.2990 0.0180 0.0035 : 96%|█████████▌| 46/48 [01:13<00:03, 1.67s/it] 14815 0.2990 0.0180 0.0035 : 98%|█████████▊| 47/48 [01:15<00:01, 1.79s/it] 14815 0.2990 0.0180 0.0035 : 100%|██████████| 48/48 [01:16<00:00, 1.74s/it] 14815 0.2990 0.0180 0.0035 : 100%|██████████| 48/48 [01:16<00:00, 1.60s/it] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 6 epoch_size: 48 batches_per_epoch: 48 batch_size: 1 optim_type: 'image' 0%| | 0/48 [00:00<?, ?it/s] 2%|▏ | 1/48 [00:01<00:49, 1.06s/it] 4%|▍ | 2/48 [00:01<00:44, 1.04it/s] 6%|▋ | 3/48 [00:03<00:49, 1.11s/it] 8%|▊ | 4/48 [00:04<00:58, 1.34s/it] 10%|█ | 5/48 [00:06<00:55, 1.28s/it] 12%|█▎ | 6/48 [00:07<00:51, 1.23s/it] 15%|█▍ | 7/48 [00:08<00:48, 1.17s/it] 17%|█▋ | 8/48 [00:09<00:45, 1.14s/it] 19%|█▉ | 9/48 [00:12<01:04, 1.66s/it] 21%|██ | 10/48 [00:13<00:57, 1.51s/it] 23%|██▎ | 11/48 [00:14<00:49, 1.34s/it] 25%|██▌ | 12/48 [00:16<00:54, 1.51s/it] 27%|██▋ | 13/48 [00:17<00:55, 1.59s/it] 29%|██▉ | 14/48 [00:19<00:55, 1.62s/it] 31%|███▏ | 15/48 [00:21<00:59, 1.81s/it] 33%|███▎ | 16/48 [00:23<00:53, 1.68s/it] 35%|███▌ | 17/48 [00:24<00:48, 1.56s/it] 38%|███▊ | 18/48 [00:26<00:48, 1.62s/it] 40%|███▉ | 19/48 [00:28<00:52, 1.80s/it] 14843 0.3072 0.0186 0.0035 : 40%|███▉ | 19/48 [00:29<00:52, 1.80s/it] 14843 0.3072 0.0186 0.0035 : 42%|████▏ | 20/48 [00:29<00:45, 1.63s/it] 14843 0.3072 0.0186 0.0035 : 44%|████▍ | 21/48 [00:31<00:45, 1.69s/it] 14843 0.3072 0.0186 0.0035 : 46%|████▌ | 22/48 [00:33<00:43, 1.69s/it] 14843 0.3072 0.0186 0.0035 : 48%|████▊ | 23/48 [00:34<00:36, 1.45s/it] 14843 0.3072 0.0186 0.0035 : 50%|█████ | 24/48 [00:35<00:34, 1.43s/it] 14843 0.3072 0.0186 0.0035 : 52%|█████▏ | 25/48 [00:36<00:31, 1.39s/it] 14843 0.3072 0.0186 0.0035 : 54%|█████▍ | 26/48 [00:38<00:34, 1.57s/it] 14843 0.3072 0.0186 0.0035 : 56%|█████▋ | 27/48 [00:40<00:33, 1.59s/it] 14843 0.3072 0.0186 0.0035 : 58%|█████▊ | 28/48 [00:42<00:33, 1.69s/it] 14843 0.3072 0.0186 0.0035 : 60%|██████ | 29/48 [00:44<00:36, 1.93s/it] 14843 0.3072 0.0186 0.0035 : 62%|██████▎ | 30/48 [00:46<00:32, 1.82s/it] 14843 0.3072 0.0186 0.0035 : 65%|██████▍ | 31/48 [00:48<00:32, 1.89s/it] 14843 0.3072 0.0186 0.0035 : 67%|██████▋ | 32/48 [00:49<00:27, 1.71s/it] 14843 0.3072 0.0186 0.0035 : 69%|██████▉ | 33/48 [00:52<00:30, 2.03s/it] 14843 0.3072 0.0186 0.0035 : 71%|███████ | 34/48 [00:53<00:24, 1.76s/it] 14843 0.3072 0.0186 0.0035 : 73%|███████▎ | 35/48 [00:55<00:22, 1.72s/it] 14843 0.3072 0.0186 0.0035 : 75%|███████▌ | 36/48 [00:57<00:20, 1.70s/it] 14843 0.3072 0.0186 0.0035 : 77%|███████▋ | 37/48 [00:58<00:18, 1.72s/it] 14843 0.3072 0.0186 0.0035 : 79%|███████▉ | 38/48 [01:00<00:16, 1.62s/it] 14843 0.3072 0.0186 0.0035 : 81%|████████▏ | 39/48 [01:01<00:13, 1.45s/it] 14863 0.2751 0.0184 0.0024 : 81%|████████▏ | 39/48 [01:04<00:13, 1.45s/it] 14863 0.2751 0.0184 0.0024 : 83%|████████▎ | 40/48 [01:04<00:14, 1.86s/it] 14863 0.2751 0.0184 0.0024 : 85%|████████▌ | 41/48 [01:05<00:13, 1.89s/it] 14863 0.2751 0.0184 0.0024 : 88%|████████▊ | 42/48 [01:07<00:09, 1.64s/it] 14863 0.2751 0.0184 0.0024 : 90%|████████▉ | 43/48 [01:08<00:08, 1.68s/it] 14863 0.2751 0.0184 0.0024 : 92%|█████████▏| 44/48 [01:10<00:06, 1.59s/it] 14863 0.2751 0.0184 0.0024 : 94%|█████████▍| 45/48 [01:11<00:04, 1.43s/it] 14863 0.2751 0.0184 0.0024 : 96%|█████████▌| 46/48 [01:12<00:03, 1.51s/it] 14863 0.2751 0.0184 0.0024 : 98%|█████████▊| 47/48 [01:14<00:01, 1.67s/it] 14863 0.2751 0.0184 0.0024 : 100%|██████████| 48/48 [01:16<00:00, 1.69s/it] 14863 0.2751 0.0184 0.0024 : 100%|██████████| 48/48 [01:16<00:00, 1.60s/it] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 7 epoch_size: 48 batches_per_epoch: 48 batch_size: 1 optim_type: 'image' 0%| | 0/48 [00:00<?, ?it/s] 2%|▏ | 1/48 [00:01<01:26, 1.85s/it] 4%|▍ | 2/48 [00:03<01:20, 1.75s/it] 6%|▋ | 3/48 [00:05<01:21, 1.81s/it] 8%|▊ | 4/48 [00:07<01:18, 1.78s/it] 10%|█ | 5/48 [00:09<01:18, 1.83s/it] 12%|█▎ | 6/48 [00:10<01:08, 1.62s/it] 15%|█▍ | 7/48 [00:11<00:58, 1.43s/it] 17%|█▋ | 8/48 [00:13<01:01, 1.54s/it] 19%|█▉ | 9/48 [00:14<01:02, 1.59s/it] 21%|██ | 10/48 [00:16<01:04, 1.69s/it] 23%|██▎ | 11/48 [00:17<00:57, 1.56s/it] 25%|██▌ | 12/48 [00:19<00:57, 1.59s/it] 27%|██▋ | 13/48 [00:20<00:51, 1.46s/it] 29%|██▉ | 14/48 [00:22<00:51, 1.52s/it] 31%|███▏ | 15/48 [00:23<00:47, 1.45s/it] 33%|███▎ | 16/48 [00:24<00:43, 1.35s/it] 35%|███▌ | 17/48 [00:26<00:40, 1.31s/it] 38%|███▊ | 18/48 [00:27<00:43, 1.43s/it] 40%|███▉ | 19/48 [00:28<00:39, 1.36s/it] 14891 0.3000 0.0183 0.0027 : 40%|███▉ | 19/48 [00:30<00:39, 1.36s/it] 14891 0.3000 0.0183 0.0027 : 42%|████▏ | 20/48 [00:30<00:41, 1.50s/it] 14891 0.3000 0.0183 0.0027 : 44%|████▍ | 21/48 [00:32<00:42, 1.56s/it] 14891 0.3000 0.0183 0.0027 : 46%|████▌ | 22/48 [00:34<00:42, 1.62s/it] 14891 0.3000 0.0183 0.0027 : 48%|████▊ | 23/48 [00:35<00:36, 1.47s/it] 14891 0.3000 0.0183 0.0027 : 50%|█████ | 24/48 [00:37<00:36, 1.53s/it] 14891 0.3000 0.0183 0.0027 : 52%|█████▏ | 25/48 [00:39<00:38, 1.68s/it] 14891 0.3000 0.0183 0.0027 : 54%|█████▍ | 26/48 [00:39<00:31, 1.44s/it] 14891 0.3000 0.0183 0.0027 : 56%|█████▋ | 27/48 [00:41<00:33, 1.59s/it] 14891 0.3000 0.0183 0.0027 : 58%|█████▊ | 28/48 [00:44<00:34, 1.74s/it] 14891 0.3000 0.0183 0.0027 : 60%|██████ | 29/48 [00:45<00:34, 1.81s/it] 14891 0.3000 0.0183 0.0027 : 62%|██████▎ | 30/48 [00:47<00:29, 1.63s/it] 14891 0.3000 0.0183 0.0027 : 65%|██████▍ | 31/48 [00:48<00:27, 1.64s/it] 14891 0.3000 0.0183 0.0027 : 67%|██████▋ | 32/48 [00:50<00:26, 1.66s/it] 14891 0.3000 0.0183 0.0027 : 69%|██████▉ | 33/48 [00:51<00:23, 1.55s/it] 14891 0.3000 0.0183 0.0027 : 71%|███████ | 34/48 [00:53<00:22, 1.60s/it] 14891 0.3000 0.0183 0.0027 : 73%|███████▎ | 35/48 [00:54<00:19, 1.51s/it] 14891 0.3000 0.0183 0.0027 : 75%|███████▌ | 36/48 [00:55<00:15, 1.32s/it] 14891 0.3000 0.0183 0.0027 : 77%|███████▋ | 37/48 [00:57<00:15, 1.40s/it] 14891 0.3000 0.0183 0.0027 : 79%|███████▉ | 38/48 [00:58<00:13, 1.38s/it] 14891 0.3000 0.0183 0.0027 : 81%|████████▏ | 39/48 [00:59<00:12, 1.36s/it] 14911 0.2767 0.0202 0.0042 : 81%|████████▏ | 39/48 [01:01<00:12, 1.36s/it] 14911 0.2767 0.0202 0.0042 : 83%|████████▎ | 40/48 [01:01<00:10, 1.29s/it] 14911 0.2767 0.0202 0.0042 : 85%|████████▌ | 41/48 [01:02<00:09, 1.39s/it] 14911 0.2767 0.0202 0.0042 : 88%|████████▊ | 42/48 [01:04<00:08, 1.36s/it] 14911 0.2767 0.0202 0.0042 : 90%|████████▉ | 43/48 [01:05<00:07, 1.49s/it] 14911 0.2767 0.0202 0.0042 : 92%|█████████▏| 44/48 [01:07<00:06, 1.66s/it] 14911 0.2767 0.0202 0.0042 : 94%|█████████▍| 45/48 [01:09<00:04, 1.55s/it] 14911 0.2767 0.0202 0.0042 : 96%|█████████▌| 46/48 [01:10<00:03, 1.57s/it] 14911 0.2767 0.0202 0.0042 : 98%|█████████▊| 47/48 [01:11<00:01, 1.44s/it] 14911 0.2767 0.0202 0.0042 : 100%|██████████| 48/48 [01:13<00:00, 1.52s/it] 14911 0.2767 0.0202 0.0042 : 100%|██████████| 48/48 [01:13<00:00, 1.53s/it] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 8 epoch_size: 48 batches_per_epoch: 48 batch_size: 1 optim_type: 'image' 0%| | 0/48 [00:00<?, ?it/s] 2%|▏ | 1/48 [00:00<00:44, 1.07it/s] 4%|▍ | 2/48 [00:03<01:14, 1.62s/it] 6%|▋ | 3/48 [00:04<01:13, 1.62s/it] 8%|▊ | 4/48 [00:06<01:10, 1.61s/it] 10%|█ | 5/48 [00:07<01:01, 1.43s/it] 12%|█▎ | 6/48 [00:09<01:04, 1.54s/it] 15%|█▍ | 7/48 [00:10<00:55, 1.35s/it] 17%|█▋ | 8/48 [00:12<01:02, 1.55s/it] 19%|█▉ | 9/48 [00:13<00:58, 1.50s/it] 21%|██ | 10/48 [00:15<00:58, 1.55s/it] 23%|██▎ | 11/48 [00:15<00:49, 1.35s/it] 25%|██▌ | 12/48 [00:17<00:51, 1.44s/it] 27%|██▋ | 13/48 [00:19<00:56, 1.63s/it] 29%|██▉ | 14/48 [00:21<00:55, 1.63s/it] 31%|███▏ | 15/48 [00:22<00:51, 1.55s/it] 33%|███▎ | 16/48 [00:23<00:44, 1.40s/it] 35%|███▌ | 17/48 [00:24<00:40, 1.30s/it] 38%|███▊ | 18/48 [00:25<00:36, 1.23s/it] 40%|███▉ | 19/48 [00:27<00:39, 1.35s/it] 14939 0.2739 0.0195 0.0031 : 40%|███▉ | 19/48 [00:29<00:39, 1.35s/it] 14939 0.2739 0.0195 0.0031 : 42%|████▏ | 20/48 [00:29<00:42, 1.52s/it] 14939 0.2739 0.0195 0.0031 : 44%|████▍ | 21/48 [00:31<00:45, 1.68s/it] 14939 0.2739 0.0195 0.0031 : 46%|████▌ | 22/48 [00:32<00:40, 1.54s/it] 14939 0.2739 0.0195 0.0031 : 48%|████▊ | 23/48 [00:33<00:34, 1.39s/it] 14939 0.2739 0.0195 0.0031 : 50%|█████ | 24/48 [00:34<00:29, 1.22s/it] 14939 0.2739 0.0195 0.0031 : 52%|█████▏ | 25/48 [00:36<00:31, 1.38s/it] 14939 0.2739 0.0195 0.0031 : 54%|█████▍ | 26/48 [00:37<00:32, 1.46s/it] 14939 0.2739 0.0195 0.0031 : 56%|█████▋ | 27/48 [00:40<00:35, 1.69s/it] 14939 0.2739 0.0195 0.0031 : 58%|█████▊ | 28/48 [00:41<00:34, 1.71s/it] 14939 0.2739 0.0195 0.0031 : 60%|██████ | 29/48 [00:43<00:30, 1.61s/it] 14939 0.2739 0.0195 0.0031 : 62%|██████▎ | 30/48 [00:45<00:29, 1.63s/it] 14939 0.2739 0.0195 0.0031 : 65%|██████▍ | 31/48 [00:46<00:27, 1.63s/it] 14939 0.2739 0.0195 0.0031 : 67%|██████▋ | 32/48 [00:47<00:23, 1.48s/it] 14939 0.2739 0.0195 0.0031 : 69%|██████▉ | 33/48 [00:48<00:20, 1.36s/it] 14939 0.2739 0.0195 0.0031 : 71%|███████ | 34/48 [00:50<00:20, 1.47s/it] 14939 0.2739 0.0195 0.0031 : 73%|███████▎ | 35/48 [00:51<00:16, 1.29s/it] 14939 0.2739 0.0195 0.0031 : 75%|███████▌ | 36/48 [00:53<00:16, 1.39s/it] 14939 0.2739 0.0195 0.0031 : 77%|███████▋ | 37/48 [00:54<00:15, 1.39s/it] 14939 0.2739 0.0195 0.0031 : 79%|███████▉ | 38/48 [00:55<00:13, 1.34s/it] 14939 0.2739 0.0195 0.0031 : 81%|████████▏ | 39/48 [00:57<00:12, 1.35s/it] 14959 0.2557 0.0200 0.0036 : 81%|████████▏ | 39/48 [00:58<00:12, 1.35s/it] 14959 0.2557 0.0200 0.0036 : 83%|████████▎ | 40/48 [00:58<00:11, 1.43s/it] 14959 0.2557 0.0200 0.0036 : 85%|████████▌ | 41/48 [01:00<00:10, 1.54s/it] 14959 0.2557 0.0200 0.0036 : 88%|████████▊ | 42/48 [01:02<00:09, 1.55s/it] 14959 0.2557 0.0200 0.0036 : 90%|████████▉ | 43/48 [01:03<00:07, 1.41s/it] 14959 0.2557 0.0200 0.0036 : 92%|█████████▏| 44/48 [01:04<00:06, 1.54s/it] 14959 0.2557 0.0200 0.0036 : 94%|█████████▍| 45/48 [01:06<00:04, 1.47s/it] 14959 0.2557 0.0200 0.0036 : 96%|█████████▌| 46/48 [01:07<00:02, 1.41s/it] 14959 0.2557 0.0200 0.0036 : 98%|█████████▊| 47/48 [01:09<00:01, 1.50s/it] 14959 0.2557 0.0200 0.0036 : 100%|██████████| 48/48 [01:10<00:00, 1.32s/it] 14959 0.2557 0.0200 0.0036 : 100%|██████████| 48/48 [01:10<00:00, 1.46s/it] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 9 epoch_size: 48 batches_per_epoch: 48 batch_size: 1 optim_type: 'image' 0%| | 0/48 [00:00<?, ?it/s] 2%|▏ | 1/48 [00:01<01:16, 1.63s/it] 4%|▍ | 2/48 [00:02<01:06, 1.45s/it] 6%|▋ | 3/48 [00:04<01:14, 1.66s/it] 8%|▊ | 4/48 [00:06<01:07, 1.53s/it] 10%|█ | 5/48 [00:07<01:09, 1.61s/it] 12%|█▎ | 6/48 [00:09<01:04, 1.53s/it] 15%|█▍ | 7/48 [00:10<01:03, 1.54s/it] 17%|█▋ | 8/48 [00:12<01:03, 1.59s/it] 19%|█▉ | 9/48 [00:14<01:07, 1.73s/it] 21%|██ | 10/48 [00:16<01:04, 1.69s/it] 23%|██▎ | 11/48 [00:18<01:11, 1.93s/it] 25%|██▌ | 12/48 [00:20<01:10, 1.97s/it] 27%|██▋ | 13/48 [00:21<00:57, 1.64s/it] 29%|██▉ | 14/48 [00:22<00:50, 1.48s/it] 31%|███▏ | 15/48 [00:24<00:56, 1.71s/it] 33%|███▎ | 16/48 [00:26<00:53, 1.68s/it] 35%|███▌ | 17/48 [00:27<00:48, 1.58s/it] 38%|███▊ | 18/48 [00:29<00:44, 1.49s/it] 40%|███▉ | 19/48 [00:30<00:44, 1.53s/it] 14987 0.2825 0.0191 0.0032 : 40%|███▉ | 19/48 [00:32<00:44, 1.53s/it] 14987 0.2825 0.0191 0.0032 : 42%|████▏ | 20/48 [00:32<00:46, 1.67s/it] 14987 0.2825 0.0191 0.0032 : 44%|████▍ | 21/48 [00:34<00:45, 1.68s/it] 14987 0.2825 0.0191 0.0032 : 46%|████▌ | 22/48 [00:36<00:44, 1.69s/it] 14987 0.2825 0.0191 0.0032 : 48%|████▊ | 23/48 [00:37<00:42, 1.70s/it] 14987 0.2825 0.0191 0.0032 : 50%|█████ | 24/48 [00:39<00:37, 1.56s/it] 14987 0.2825 0.0191 0.0032 : 52%|█████▏ | 25/48 [00:40<00:33, 1.46s/it] 14987 0.2825 0.0191 0.0032 : 54%|█████▍ | 26/48 [00:41<00:30, 1.39s/it] 14987 0.2825 0.0191 0.0032 : 56%|█████▋ | 27/48 [00:43<00:31, 1.49s/it] 14987 0.2825 0.0191 0.0032 : 58%|█████▊ | 28/48 [00:44<00:30, 1.52s/it] 14987 0.2825 0.0191 0.0032 : 60%|██████ | 29/48 [00:46<00:29, 1.55s/it] 14987 0.2825 0.0191 0.0032 : 62%|██████▎ | 30/48 [00:48<00:30, 1.68s/it] 14987 0.2825 0.0191 0.0032 : 65%|██████▍ | 31/48 [00:49<00:26, 1.59s/it] 14987 0.2825 0.0191 0.0032 : 67%|██████▋ | 32/48 [00:51<00:26, 1.64s/it] 14987 0.2825 0.0191 0.0032 : 69%|██████▉ | 33/48 [00:53<00:24, 1.61s/it] 14987 0.2825 0.0191 0.0032 : 71%|███████ | 34/48 [00:54<00:19, 1.39s/it] 14987 0.2825 0.0191 0.0032 : 73%|███████▎ | 35/48 [00:55<00:16, 1.24s/it] 14987 0.2825 0.0191 0.0032 : 75%|███████▌ | 36/48 [00:57<00:19, 1.62s/it] 14987 0.2825 0.0191 0.0032 : 77%|███████▋ | 37/48 [00:59<00:17, 1.62s/it] 14987 0.2825 0.0191 0.0032 : 79%|███████▉ | 38/48 [01:00<00:14, 1.49s/it] 14987 0.2825 0.0191 0.0032 : 81%|████████▏ | 39/48 [01:01<00:12, 1.36s/it] 15007 0.2623 0.0195 0.0035 : 81%|████████▏ | 39/48 [01:03<00:12, 1.36s/it] 15007 0.2623 0.0195 0.0035 : 83%|████████▎ | 40/48 [01:03<00:11, 1.43s/it] 15007 0.2623 0.0195 0.0035 : 85%|████████▌ | 41/48 [01:04<00:09, 1.41s/it] 15007 0.2623 0.0195 0.0035 : 88%|████████▊ | 42/48 [01:06<00:09, 1.62s/it] 15007 0.2623 0.0195 0.0035 : 90%|████████▉ | 43/48 [01:07<00:07, 1.53s/it] 15007 0.2623 0.0195 0.0035 : 92%|█████████▏| 44/48 [01:09<00:06, 1.57s/it] 15007 0.2623 0.0195 0.0035 : 94%|█████████▍| 45/48 [01:10<00:04, 1.44s/it] 15007 0.2623 0.0195 0.0035 : 96%|█████████▌| 46/48 [01:12<00:02, 1.49s/it] 15007 0.2623 0.0195 0.0035 : 98%|█████████▊| 47/48 [01:15<00:01, 1.88s/it] 15007 0.2623 0.0195 0.0035 : 100%|██████████| 48/48 [01:16<00:00, 1.89s/it] 15007 0.2623 0.0195 0.0035 : 100%|██████████| 48/48 [01:16<00:00, 1.60s/it] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 10 epoch_size: 48 batches_per_epoch: 48 batch_size: 1 optim_type: 'image' 0%| | 0/48 [00:00<?, ?it/s] 2%|▏ | 1/48 [00:01<01:02, 1.32s/it] 4%|▍ | 2/48 [00:02<01:02, 1.35s/it] 6%|▋ | 3/48 [00:03<00:59, 1.33s/it] 8%|▊ | 4/48 [00:06<01:10, 1.61s/it] 10%|█ | 5/48 [00:07<01:03, 1.47s/it] 12%|█▎ | 6/48 [00:08<00:57, 1.38s/it] 15%|█▍ | 7/48 [00:09<00:48, 1.19s/it] 17%|█▋ | 8/48 [00:10<00:53, 1.33s/it] 19%|█▉ | 9/48 [00:12<00:54, 1.41s/it] 21%|██ | 10/48 [00:14<00:59, 1.58s/it] 23%|██▎ | 11/48 [00:15<00:54, 1.47s/it] 25%|██▌ | 12/48 [00:17<00:56, 1.56s/it] 27%|██▋ | 13/48 [00:19<01:00, 1.72s/it] 29%|██▉ | 14/48 [00:20<00:53, 1.57s/it] 31%|███▏ | 15/48 [00:22<00:50, 1.52s/it] 33%|███▎ | 16/48 [00:23<00:46, 1.45s/it] 35%|███▌ | 17/48 [00:25<00:50, 1.63s/it] 38%|███▊ | 18/48 [00:27<00:50, 1.69s/it] 40%|███▉ | 19/48 [00:28<00:48, 1.66s/it] 15035 0.2568 0.0203 0.0040 : 40%|███▉ | 19/48 [00:30<00:48, 1.66s/it] 15035 0.2568 0.0203 0.0040 : 42%|████▏ | 20/48 [00:30<00:44, 1.58s/it] 15035 0.2568 0.0203 0.0040 : 44%|████▍ | 21/48 [00:31<00:39, 1.48s/it] 15035 0.2568 0.0203 0.0040 : 46%|████▌ | 22/48 [00:33<00:42, 1.62s/it] 15035 0.2568 0.0203 0.0040 : 48%|████▊ | 23/48 [00:34<00:36, 1.48s/it] 15035 0.2568 0.0203 0.0040 : 50%|█████ | 24/48 [00:35<00:34, 1.42s/it] 15035 0.2568 0.0203 0.0040 : 52%|█████▏ | 25/48 [00:37<00:31, 1.37s/it] 15035 0.2568 0.0203 0.0040 : 54%|█████▍ | 26/48 [00:38<00:32, 1.47s/it] 15035 0.2568 0.0203 0.0040 : 56%|█████▋ | 27/48 [00:40<00:30, 1.45s/it] 15035 0.2568 0.0203 0.0040 : 58%|█████▊ | 28/48 [00:41<00:30, 1.51s/it] 15035 0.2568 0.0203 0.0040 : 60%|██████ | 29/48 [00:43<00:29, 1.54s/it] 15035 0.2568 0.0203 0.0040 : 62%|██████▎ | 30/48 [00:44<00:26, 1.48s/it] 15035 0.2568 0.0203 0.0040 : 65%|██████▍ | 31/48 [00:46<00:26, 1.57s/it] 15035 0.2568 0.0203 0.0040 : 67%|██████▋ | 32/48 [00:47<00:23, 1.44s/it] 15035 0.2568 0.0203 0.0040 : 69%|██████▉ | 33/48 [00:49<00:21, 1.41s/it] 15035 0.2568 0.0203 0.0040 : 71%|███████ | 34/48 [00:50<00:18, 1.33s/it] 15035 0.2568 0.0203 0.0040 : 73%|███████▎ | 35/48 [00:52<00:20, 1.60s/it] 15035 0.2568 0.0203 0.0040 : 75%|███████▌ | 36/48 [00:53<00:18, 1.51s/it] 15035 0.2568 0.0203 0.0040 : 77%|███████▋ | 37/48 [00:55<00:17, 1.58s/it] 15035 0.2568 0.0203 0.0040 : 79%|███████▉ | 38/48 [00:57<00:16, 1.68s/it] 15035 0.2568 0.0203 0.0040 : 81%|████████▏ | 39/48 [00:59<00:15, 1.77s/it] 15055 0.2778 0.0207 0.0052 : 81%|████████▏ | 39/48 [01:00<00:15, 1.77s/it] 15055 0.2778 0.0207 0.0052 : 83%|████████▎ | 40/48 [01:00<00:11, 1.48s/it] 15055 0.2778 0.0207 0.0052 : 85%|████████▌ | 41/48 [01:02<00:11, 1.65s/it] 15055 0.2778 0.0207 0.0052 : 88%|████████▊ | 42/48 [01:03<00:09, 1.53s/it] 15055 0.2778 0.0207 0.0052 : 90%|████████▉ | 43/48 [01:04<00:06, 1.31s/it] 15055 0.2778 0.0207 0.0052 : 92%|█████████▏| 44/48 [01:05<00:04, 1.24s/it] 15055 0.2778 0.0207 0.0052 : 94%|█████████▍| 45/48 [01:06<00:04, 1.34s/it] 15055 0.2778 0.0207 0.0052 : 96%|█████████▌| 46/48 [01:08<00:02, 1.29s/it] 15055 0.2778 0.0207 0.0052 : 98%|█████████▊| 47/48 [01:09<00:01, 1.37s/it] 15055 0.2778 0.0207 0.0052 : 100%|██████████| 48/48 [01:10<00:00, 1.32s/it] 15055 0.2778 0.0207 0.0052 : 100%|██████████| 48/48 [01:10<00:00, 1.48s/it] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 11 epoch_size: 48 batches_per_epoch: 48 batch_size: 1 optim_type: 'image' 0%| | 0/48 [00:00<?, ?it/s] 2%|▏ | 1/48 [00:00<00:40, 1.15it/s] 4%|▍ | 2/48 [00:02<00:59, 1.29s/it] 6%|▋ | 3/48 [00:03<00:49, 1.10s/it] 8%|▊ | 4/48 [00:05<00:59, 1.36s/it] 10%|█ | 5/48 [00:06<01:03, 1.48s/it] 12%|█▎ | 6/48 [00:07<00:56, 1.34s/it] 15%|█▍ | 7/48 [00:09<01:00, 1.48s/it] 17%|█▋ | 8/48 [00:11<01:04, 1.61s/it] 19%|█▉ | 9/48 [00:13<01:02, 1.61s/it] 21%|██ | 10/48 [00:13<00:51, 1.36s/it] 23%|██▎ | 11/48 [00:15<00:50, 1.37s/it] 25%|██▌ | 12/48 [00:16<00:47, 1.33s/it] 27%|██▋ | 13/48 [00:18<00:53, 1.52s/it] 29%|██▉ | 14/48 [00:20<00:52, 1.55s/it] 31%|███▏ | 15/48 [00:21<00:51, 1.57s/it] 33%|███▎ | 16/48 [00:23<00:54, 1.70s/it] 35%|███▌ | 17/48 [00:25<00:49, 1.60s/it] 38%|███▊ | 18/48 [00:26<00:46, 1.53s/it] 40%|███▉ | 19/48 [00:28<00:45, 1.56s/it] 15083 0.2630 0.0206 0.0045 : 40%|███▉ | 19/48 [00:29<00:45, 1.56s/it] 15083 0.2630 0.0206 0.0045 : 42%|████▏ | 20/48 [00:29<00:40, 1.43s/it] 15083 0.2630 0.0206 0.0045 : 44%|████▍ | 21/48 [00:30<00:40, 1.52s/it] 15083 0.2630 0.0206 0.0045 : 46%|████▌ | 22/48 [00:33<00:43, 1.69s/it] 15083 0.2630 0.0206 0.0045 : 48%|████▊ | 23/48 [00:34<00:38, 1.54s/it] 15083 0.2630 0.0206 0.0045 : 50%|█████ | 24/48 [00:35<00:38, 1.60s/it] 15083 0.2630 0.0206 0.0045 : 52%|█████▏ | 25/48 [00:37<00:33, 1.46s/it] 15083 0.2630 0.0206 0.0045 : 54%|█████▍ | 26/48 [00:38<00:33, 1.52s/it] 15083 0.2630 0.0206 0.0045 : 56%|█████▋ | 27/48 [00:41<00:39, 1.90s/it] 15083 0.2630 0.0206 0.0045 : 58%|█████▊ | 28/48 [00:42<00:34, 1.75s/it] 15083 0.2630 0.0206 0.0045 : 60%|██████ | 29/48 [00:44<00:32, 1.72s/it] 15083 0.2630 0.0206 0.0045 : 62%|██████▎ | 30/48 [00:46<00:31, 1.77s/it] 15083 0.2630 0.0206 0.0045 : 65%|██████▍ | 31/48 [00:48<00:29, 1.73s/it] 15083 0.2630 0.0206 0.0045 : 67%|██████▋ | 32/48 [00:49<00:23, 1.47s/it] 15083 0.2630 0.0206 0.0045 : 69%|██████▉ | 33/48 [00:50<00:22, 1.53s/it] 15083 0.2630 0.0206 0.0045 : 71%|███████ | 34/48 [00:51<00:20, 1.44s/it] 15083 0.2630 0.0206 0.0045 : 73%|███████▎ | 35/48 [00:53<00:20, 1.60s/it] 15083 0.2630 0.0206 0.0045 : 75%|███████▌ | 36/48 [00:56<00:22, 1.86s/it] 15083 0.2630 0.0206 0.0045 : 77%|███████▋ | 37/48 [00:57<00:18, 1.69s/it] 15083 0.2630 0.0206 0.0045 : 79%|███████▉ | 38/48 [00:58<00:15, 1.59s/it] 15083 0.2630 0.0206 0.0045 : 81%|████████▏ | 39/48 [01:00<00:14, 1.60s/it] 15103 0.2828 0.0199 0.0034 : 81%|████████▏ | 39/48 [01:02<00:14, 1.60s/it] 15103 0.2828 0.0199 0.0034 : 83%|████████▎ | 40/48 [01:02<00:13, 1.66s/it] 15103 0.2828 0.0199 0.0034 : 85%|████████▌ | 41/48 [01:03<00:10, 1.56s/it] 15103 0.2828 0.0199 0.0034 : 88%|████████▊ | 42/48 [01:05<00:09, 1.57s/it] 15103 0.2828 0.0199 0.0034 : 90%|████████▉ | 43/48 [01:06<00:07, 1.47s/it] 15103 0.2828 0.0199 0.0034 : 92%|█████████▏| 44/48 [01:08<00:06, 1.52s/it] 15103 0.2828 0.0199 0.0034 : 94%|█████████▍| 45/48 [01:09<00:04, 1.40s/it] 15103 0.2828 0.0199 0.0034 : 96%|█████████▌| 46/48 [01:11<00:03, 1.51s/it] 15103 0.2828 0.0199 0.0034 : 98%|█████████▊| 47/48 [01:13<00:01, 1.63s/it] 15103 0.2828 0.0199 0.0034 : 100%|██████████| 48/48 [01:14<00:00, 1.66s/it] 15103 0.2828 0.0199 0.0034 : 100%|██████████| 48/48 [01:14<00:00, 1.56s/it] Setting up [LPIPS] perceptual loss: trunk [vgg], v[0.1], spatial [off] Loading model from: /root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/lpips/weights/v0.1/vgg.pth Detected LLFF dataset Using pre-scaled images from /root/.cache/arf-svox2/data/llff/trex/images_4 Loaded LLFF data /root/.cache/arf-svox2/data/llff/trex 14.611281520672364 128.97241851887296 recentered (3, 4) [ 2.296519 10.719525] Overriding offset 250-> 250 dmin = 2.296519, dmax = 10.719525, invz = 0, offset = 250 0%| | 0/7 [00:00<?, ?it/s] 43%|████▎ | 3/7 [00:00<00:00, 24.99it/s] 100%|██████████| 7/7 [00:00<00:00, 28.18it/s] 100%|██████████| 7/7 [00:00<00:00, 27.70it/s] 0%| | 0/120 [00:00<?, ?it/s] 100%|██████████| 120/120 [00:00<00:00, 71099.94it/s] z_bounds from LLFF: [2.2965190410614014, 10.719525337219238] (not used) scene_radius [1.496031746031746, 1.6613756613756614, 1.0] Writing to /root/.cache/arf-svox2/ckpt_arf/llff/trex/c4882774-bd04-4a55-bf10-9307788a9294/test_renders_path 0%| | 0/120 [00:00<?, ?it/s] 1%| | 1/120 [00:00<00:54, 2.19it/s] 2%|▏ | 2/120 [00:00<00:49, 2.40it/s] 2%|▎ | 3/120 [00:01<00:48, 2.42it/s] 3%|▎ | 4/120 [00:01<00:47, 2.45it/s] 4%|▍ | 5/120 [00:02<00:46, 2.47it/s] 5%|▌ | 6/120 [00:02<00:46, 2.46it/s] 6%|▌ | 7/120 [00:02<00:45, 2.49it/s] 7%|▋ | 8/120 [00:03<00:44, 2.51it/s] 8%|▊ | 9/120 [00:03<00:43, 2.54it/s] 8%|▊ | 10/120 [00:03<00:42, 2.60it/s] 9%|▉ | 11/120 [00:04<00:41, 2.63it/s] 10%|█ | 12/120 [00:04<00:40, 2.70it/s] 11%|█ | 13/120 [00:05<00:38, 2.76it/s] 12%|█▏ | 14/120 [00:05<00:37, 2.80it/s] 12%|█▎ | 15/120 [00:05<00:36, 2.84it/s] 13%|█▎ | 16/120 [00:06<00:36, 2.87it/s] 14%|█▍ | 17/120 [00:06<00:35, 2.88it/s] 15%|█▌ | 18/120 [00:06<00:35, 2.89it/s] 16%|█▌ | 19/120 [00:07<00:35, 2.88it/s] 17%|█▋ | 20/120 [00:07<00:35, 2.84it/s] 18%|█▊ | 21/120 [00:07<00:35, 2.80it/s] 18%|█▊ | 22/120 [00:08<00:35, 2.73it/s] 19%|█▉ | 23/120 [00:08<00:36, 2.67it/s] 20%|██ | 24/120 [00:09<00:36, 2.61it/s] 21%|██ | 25/120 [00:09<00:37, 2.56it/s] 22%|██▏ | 26/120 [00:09<00:37, 2.51it/s] 22%|██▎ | 27/120 [00:10<00:37, 2.47it/s] 23%|██▎ | 28/120 [00:10<00:37, 2.44it/s] 24%|██▍ | 29/120 [00:11<00:37, 2.42it/s] 25%|██▌ | 30/120 [00:11<00:37, 2.42it/s] 26%|██▌ | 31/120 [00:11<00:36, 2.43it/s] 27%|██▋ | 32/120 [00:12<00:36, 2.42it/s] 28%|██▊ | 33/120 [00:12<00:36, 2.39it/s] 28%|██▊ | 34/120 [00:13<00:36, 2.35it/s] 29%|██▉ | 35/120 [00:13<00:36, 2.32it/s] 30%|███ | 36/120 [00:14<00:36, 2.29it/s] 31%|███ | 37/120 [00:14<00:36, 2.28it/s] 32%|███▏ | 38/120 [00:15<00:36, 2.27it/s] 32%|███▎ | 39/120 [00:15<00:35, 2.27it/s] 33%|███▎ | 40/120 [00:15<00:34, 2.29it/s] 34%|███▍ | 41/120 [00:16<00:34, 2.32it/s] 35%|███▌ | 42/120 [00:16<00:33, 2.35it/s] 36%|███▌ | 43/120 [00:17<00:32, 2.39it/s] 37%|███▋ | 44/120 [00:17<00:31, 2.43it/s] 38%|███▊ | 45/120 [00:17<00:30, 2.46it/s] 38%|███▊ | 46/120 [00:18<00:29, 2.48it/s] 39%|███▉ | 47/120 [00:18<00:29, 2.49it/s] 40%|████ | 48/120 [00:19<00:28, 2.50it/s] 41%|████ | 49/120 [00:19<00:28, 2.49it/s] 42%|████▏ | 50/120 [00:19<00:28, 2.47it/s] 42%|████▎ | 51/120 [00:20<00:28, 2.43it/s] 43%|████▎ | 52/120 [00:20<00:28, 2.39it/s] 44%|████▍ | 53/120 [00:21<00:28, 2.34it/s] 45%|████▌ | 54/120 [00:21<00:28, 2.30it/s] 46%|████▌ | 55/120 [00:22<00:28, 2.27it/s] 47%|████▋ | 56/120 [00:22<00:28, 2.24it/s] 48%|████▊ | 57/120 [00:23<00:28, 2.23it/s] 48%|████▊ | 58/120 [00:23<00:27, 2.23it/s] 49%|████▉ | 59/120 [00:23<00:27, 2.24it/s] 50%|█████ | 60/120 [00:24<00:26, 2.28it/s] 51%|█████ | 61/120 [00:24<00:25, 2.35it/s] 52%|█████▏ | 62/120 [00:25<00:24, 2.36it/s] 52%|█████▎ | 63/120 [00:25<00:24, 2.36it/s] 53%|█████▎ | 64/120 [00:26<00:23, 2.36it/s] 54%|█████▍ | 65/120 [00:26<00:23, 2.35it/s] 55%|█████▌ | 66/120 [00:26<00:22, 2.35it/s] 56%|█████▌ | 67/120 [00:27<00:22, 2.36it/s] 57%|█████▋ | 68/120 [00:27<00:21, 2.38it/s] 57%|█████▊ | 69/120 [00:28<00:21, 2.41it/s] 58%|█████▊ | 70/120 [00:28<00:20, 2.45it/s] 59%|█████▉ | 71/120 [00:28<00:19, 2.49it/s] 60%|██████ | 72/120 [00:29<00:18, 2.53it/s] 61%|██████ | 73/120 [00:29<00:18, 2.58it/s] 62%|██████▏ | 74/120 [00:29<00:17, 2.64it/s] 62%|██████▎ | 75/120 [00:30<00:16, 2.68it/s] 63%|██████▎ | 76/120 [00:30<00:16, 2.70it/s] 64%|██████▍ | 77/120 [00:31<00:15, 2.72it/s] 65%|██████▌ | 78/120 [00:31<00:15, 2.73it/s] 66%|██████▌ | 79/120 [00:31<00:15, 2.72it/s] 67%|██████▋ | 80/120 [00:32<00:14, 2.69it/s] 68%|██████▊ | 81/120 [00:32<00:14, 2.65it/s] 68%|██████▊ | 82/120 [00:32<00:14, 2.60it/s] 69%|██████▉ | 83/120 [00:33<00:14, 2.55it/s] 70%|███████ | 84/120 [00:33<00:14, 2.50it/s] 71%|███████ | 85/120 [00:34<00:14, 2.45it/s] 72%|███████▏ | 86/120 [00:34<00:14, 2.41it/s] 72%|███████▎ | 87/120 [00:35<00:13, 2.38it/s] 73%|███████▎ | 88/120 [00:35<00:13, 2.36it/s] 74%|███████▍ | 89/120 [00:35<00:13, 2.36it/s] 75%|███████▌ | 90/120 [00:36<00:12, 2.36it/s] 76%|███████▌ | 91/120 [00:36<00:12, 2.36it/s] 77%|███████▋ | 92/120 [00:37<00:11, 2.35it/s] 78%|███████▊ | 93/120 [00:37<00:11, 2.32it/s] 78%|███████▊ | 94/120 [00:38<00:11, 2.30it/s] 79%|███████▉ | 95/120 [00:38<00:11, 2.27it/s] 80%|████████ | 96/120 [00:39<00:10, 2.25it/s] 81%|████████ | 97/120 [00:39<00:10, 2.25it/s] 82%|████████▏ | 98/120 [00:39<00:09, 2.25it/s] 82%|████████▎ | 99/120 [00:40<00:09, 2.26it/s] 83%|████████▎ | 100/120 [00:40<00:08, 2.28it/s] 84%|████████▍ | 101/120 [00:41<00:08, 2.31it/s] 85%|████████▌ | 102/120 [00:41<00:07, 2.34it/s] 86%|████████▌ | 103/120 [00:42<00:07, 2.38it/s] 87%|████████▋ | 104/120 [00:42<00:06, 2.42it/s] 88%|████████▊ | 105/120 [00:42<00:06, 2.45it/s] 88%|████████▊ | 106/120 [00:43<00:05, 2.47it/s] 89%|████████▉ | 107/120 [00:43<00:05, 2.48it/s] 90%|█████████ | 108/120 [00:44<00:04, 2.50it/s] 91%|█████████ | 109/120 [00:44<00:04, 2.50it/s] 92%|█████████▏| 110/120 [00:44<00:04, 2.47it/s] 92%|█████████▎| 111/120 [00:45<00:03, 2.45it/s] 93%|█████████▎| 112/120 [00:45<00:03, 2.41it/s] 94%|█████████▍| 113/120 [00:46<00:02, 2.37it/s] 95%|█████████▌| 114/120 [00:46<00:02, 2.34it/s] 96%|█████████▌| 115/120 [00:47<00:02, 2.31it/s] 97%|█████████▋| 116/120 [00:47<00:01, 2.28it/s] 98%|█████████▊| 117/120 [00:47<00:01, 2.27it/s] 98%|█████████▊| 118/120 [00:48<00:00, 2.27it/s] 99%|█████████▉| 119/120 [00:48<00:00, 2.28it/s] 100%|██████████| 120/120 [00:49<00:00, 2.32it/s] 100%|██████████| 120/120 [00:49<00:00, 2.44it/s] IMAGEIO FFMPEG_WRITER WARNING: input image is not divisible by macro_block_size=8, resizing from (1008, 756) to (1008, 760) to ensure video compatibility with most codecs and players. To prevent resizing, make your input image divisible by the macro_block_size or set the macro_block_size to 1 (risking incompatibility).Prediction
nightmareai/arf-svox2:994f7f65d7375cda2acbdec7a189949dbc762a5eda64f18cd77cc38bbb4a94cfInput
- image
- scene
- room
- num_epoches
- "2"
{ "image": "https://replicate.delivery/mgxm/c9ab63f5-0111-46fa-bf3c-b24c45256bd6/20210215_110704.jpg", "scene": "room", "num_epoches": "2" }Install Replicate’s Node.js client library:npm install replicateImport and set up the client:import Replicate from "replicate"; const replicate = new Replicate({ auth: process.env.REPLICATE_API_TOKEN, });Run nightmareai/arf-svox2 using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
const output = await replicate.run( "nightmareai/arf-svox2:994f7f65d7375cda2acbdec7a189949dbc762a5eda64f18cd77cc38bbb4a94cf", { input: { image: "https://replicate.delivery/mgxm/c9ab63f5-0111-46fa-bf3c-b24c45256bd6/20210215_110704.jpg", scene: "room", num_epoches: "2" } } ); // To access the file URL: console.log(output.url()); //=> "http://example.com" // To write the file to disk: fs.writeFile("my-image.png", output);To learn more, take a look at the guide on getting started with Node.js.
Install Replicate’s Python client library:pip install replicateImport the client:import replicateRun nightmareai/arf-svox2 using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
output = replicate.run( "nightmareai/arf-svox2:994f7f65d7375cda2acbdec7a189949dbc762a5eda64f18cd77cc38bbb4a94cf", input={ "image": "https://replicate.delivery/mgxm/c9ab63f5-0111-46fa-bf3c-b24c45256bd6/20210215_110704.jpg", "scene": "room", "num_epoches": "2" } ) print(output)To learn more, take a look at the guide on getting started with Python.
Run nightmareai/arf-svox2 using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
curl -s -X POST \ -H "Authorization: Bearer $REPLICATE_API_TOKEN" \ -H "Content-Type: application/json" \ -H "Prefer: wait" \ -d $'{ "version": "nightmareai/arf-svox2:994f7f65d7375cda2acbdec7a189949dbc762a5eda64f18cd77cc38bbb4a94cf", "input": { "image": "https://replicate.delivery/mgxm/c9ab63f5-0111-46fa-bf3c-b24c45256bd6/20210215_110704.jpg", "scene": "room", "num_epoches": "2" } }' \ https://api.replicate.com/v1/predictionsTo learn more, take a look at Replicate’s HTTP API reference docs.
Output
{ "completed_at": "2022-06-23T22:04:12.042049Z", "created_at": "2022-06-23T21:50:36.372755Z", "data_removed": false, "error": null, "id": "jk5rbepsybgvxoibxzrfkoqyi4", "input": { "image": "https://replicate.delivery/mgxm/c9ab63f5-0111-46fa-bf3c-b24c45256bd6/20210215_110704.jpg", "scene": "room", "num_epoches": "2" }, "logs": "Downloading checkpoint for room\nDetected LLFF dataset\nUsing pre-scaled images from /root/.cache/arf/data/llff/room/images_4\nLoaded LLFF data /root/.cache/arf/data/llff/room 10.706691140704915 91.66782174279389\nrecentered (3, 4)\n[1.7806027 6.0023217]\nOverriding offset 250-> 250\ndmin = 1.780603, dmax = 6.002322, invz = 0, offset = 250\n\n 0%| | 0/35 [00:00<?, ?it/s]\n 6%|▌ | 2/35 [00:00<00:02, 15.64it/s]\n 17%|█▋ | 6/35 [00:00<00:01, 24.97it/s]\n 29%|██▊ | 10/35 [00:00<00:00, 27.63it/s]\n 40%|████ | 14/35 [00:00<00:00, 29.13it/s]\n 51%|█████▏ | 18/35 [00:00<00:00, 29.91it/s]\n 60%|██████ | 21/35 [00:00<00:00, 28.03it/s]\n 71%|███████▏ | 25/35 [00:00<00:00, 29.25it/s]\n 83%|████████▎ | 29/35 [00:01<00:00, 30.21it/s]\n 94%|█████████▍| 33/35 [00:01<00:00, 30.60it/s]\n100%|██████████| 35/35 [00:01<00:00, 29.09it/s]\nz_bounds from LLFF: [1.7806026935577393, 6.002321720123291] (not used)\nscene_radius [1.496031746031746, 1.6613756613756614, 1.0]\n Generating rays, scaling factor 1\nic| \"Loaded ckpt: \": 'Loaded ckpt: '\n args.init_ckpt: '/root/.cache/arf/ckpt_svox2/llff/room/ckpt.npz'\nic| grid.basis_dim: 1\nRender options RenderOptions(backend='cuvol', background_brightness=0.5, step_size=0.5, sigma_thresh=1e-08, stop_thresh=1e-07, last_sample_opaque=False, near_clip=0.0, use_spheric_clip=False, random_sigma_std=0.0, random_sigma_std_background=0.0)\nopt_style.py:508: DeprecationWarning: Starting with ImageIO v3 the behavior of this function will switch to that of iio.v3.imread. To keep the current behavior (and make this warning dissapear) use `import imageio.v2 as imageio` or call `imageio.v2.imread` directly.\n style_img = imageio.imread(args.style).astype(np.float32) / 255.0\nic| \"Style image: \": 'Style image: '\n args.style: '/tmp/tmpxma7nlvy20210215_110704.jpg'\n style_img.shape: torch.Size([283, 504, 3])\nDownloading: \"https://download.pytorch.org/models/vgg16-397923af.pth\" to /root/.cache/torch/hub/checkpoints/vgg16-397923af.pth\n\n 0%| | 0.00/528M [00:00<?, ?B/s]\n 2%|▏ | 10.5M/528M [00:00<00:04, 110MB/s]\n 7%|▋ | 35.7M/528M [00:00<00:02, 201MB/s]\n 11%|█▏ | 60.0M/528M [00:00<00:02, 225MB/s]\n 15%|█▌ | 81.5M/528M [00:00<00:02, 201MB/s]\n 20%|██ | 107M/528M [00:00<00:01, 222MB/s]\n 25%|██▌ | 133M/528M [00:00<00:01, 240MB/s]\n 30%|███ | 160M/528M [00:00<00:01, 252MB/s]\n 35%|███▍ | 184M/528M [00:00<00:01, 248MB/s]\n 39%|███▉ | 208M/528M [00:01<00:01, 207MB/s]\n 45%|████▍ | 236M/528M [00:01<00:01, 228MB/s]\n 50%|████▉ | 264M/528M [00:01<00:01, 246MB/s]\n 55%|█████▌ | 291M/528M [00:01<00:00, 257MB/s]\n 60%|██████ | 318M/528M [00:01<00:00, 267MB/s]\n 65%|██████▌ | 344M/528M [00:01<00:00, 265MB/s]\n 70%|███████ | 370M/528M [00:01<00:00, 256MB/s]\n 75%|███████▌ | 398M/528M [00:01<00:00, 266MB/s]\n 81%|████████ | 425M/528M [00:01<00:00, 273MB/s]\n 86%|████████▌ | 453M/528M [00:01<00:00, 279MB/s]\n 91%|█████████ | 480M/528M [00:02<00:00, 267MB/s]\n 96%|█████████▌| 506M/528M [00:02<00:00, 261MB/s]\n100%|██████████| 528M/528M [00:02<00:00, 249MB/s]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 0\n epoch_size: 26671680\n batches_per_epoch: 5335\n batch_size: 5000\n optim_type: 'ray'\n\n 0%| | 0/5335 [00:00<?, ?it/s]\n 0%| | 6/5335 [00:00<01:33, 57.15it/s]\n 0%| | 12/5335 [00:00<01:40, 52.81it/s]\n 0%| | 18/5335 [00:00<01:41, 52.14it/s]\n19 13.9182 : 0%| | 18/5335 [00:00<01:41, 52.14it/s]\n19 13.9182 : 0%| | 24/5335 [00:00<01:41, 52.56it/s]\n19 13.9182 : 1%| | 30/5335 [00:00<01:38, 53.83it/s]\n19 13.9182 : 1%| | 36/5335 [00:00<01:35, 55.77it/s]\n39 18.9201 : 1%| | 36/5335 [00:00<01:35, 55.77it/s]\n39 18.9201 : 1%| | 43/5335 [00:00<01:28, 59.78it/s]\n39 18.9201 : 1%| | 51/5335 [00:00<01:20, 65.48it/s]\n39 18.9201 : 1%| | 59/5335 [00:00<01:15, 69.46it/s]\n59 19.1963 : 1%| | 59/5335 [00:00<01:15, 69.46it/s]\n59 19.1963 : 1%|▏ | 68/5335 [00:01<01:10, 74.71it/s]\n59 19.1963 : 1%|▏ | 77/5335 [00:01<01:07, 78.08it/s]\n79 14.9607 : 1%|▏ | 77/5335 [00:01<01:07, 78.08it/s]\n79 14.9607 : 2%|▏ | 86/5335 [00:01<01:05, 80.23it/s]\n79 14.9607 : 2%|▏ | 95/5335 [00:01<01:04, 81.77it/s]\n99 20.3827 : 2%|▏ | 95/5335 [00:01<01:04, 81.77it/s]\n99 20.3827 : 2%|▏ | 104/5335 [00:01<01:03, 82.94it/s]\n99 20.3827 : 2%|▏ | 113/5335 [00:01<01:03, 82.48it/s]\n119 15.0778 : 2%|▏ | 113/5335 [00:01<01:03, 82.48it/s]\n119 15.0778 : 2%|▏ | 122/5335 [00:01<01:05, 80.01it/s]\n119 15.0778 : 2%|▏ | 131/5335 [00:01<01:09, 74.85it/s]\n119 15.0778 : 3%|▎ | 139/5335 [00:01<01:14, 69.82it/s]\n139 14.8123 : 3%|▎ | 139/5335 [00:02<01:14, 69.82it/s]\n139 14.8123 : 3%|▎ | 147/5335 [00:02<01:18, 66.27it/s]\n139 14.8123 : 3%|▎ | 154/5335 [00:02<01:19, 65.40it/s]\n159 15.8836 : 3%|▎ | 154/5335 [00:02<01:19, 65.40it/s]\n159 15.8836 : 3%|▎ | 161/5335 [00:02<01:18, 65.97it/s]\n159 15.8836 : 3%|▎ | 168/5335 [00:02<01:18, 65.56it/s]\n159 15.8836 : 3%|▎ | 175/5335 [00:02<01:17, 66.24it/s]\n179 21.8512 : 3%|▎ | 175/5335 [00:02<01:17, 66.24it/s]\n179 21.8512 : 3%|▎ | 183/5335 [00:02<01:15, 67.80it/s]\n179 21.8512 : 4%|▎ | 191/5335 [00:02<01:12, 70.92it/s]\n199 24.0293 : 4%|▎ | 191/5335 [00:02<01:12, 70.92it/s]\n199 24.0293 : 4%|▎ | 200/5335 [00:02<01:07, 76.09it/s]\n199 24.0293 : 4%|▍ | 211/5335 [00:02<01:00, 84.68it/s]\n219 23.8389 : 4%|▍ | 211/5335 [00:03<01:00, 84.68it/s]\n219 23.8389 : 4%|▍ | 222/5335 [00:03<00:56, 89.88it/s]\n219 23.8389 : 4%|▍ | 233/5335 [00:03<00:53, 94.86it/s]\n239 20.1648 : 4%|▍ | 233/5335 [00:03<00:53, 94.86it/s]\n239 20.1648 : 5%|▍ | 244/5335 [00:03<00:52, 96.77it/s]\n239 20.1648 : 5%|▍ | 255/5335 [00:03<00:51, 99.16it/s]\n259 18.9441 : 5%|▍ | 255/5335 [00:03<00:51, 99.16it/s]\n259 18.9441 : 5%|▍ | 265/5335 [00:03<00:51, 99.09it/s]\n259 18.9441 : 5%|▌ | 275/5335 [00:03<00:52, 96.55it/s]\n279 19.8353 : 5%|▌ | 275/5335 [00:03<00:52, 96.55it/s]\n279 19.8353 : 5%|▌ | 285/5335 [00:03<00:55, 90.94it/s]\n279 19.8353 : 6%|▌ | 295/5335 [00:03<00:59, 84.44it/s]\n299 20.0977 : 6%|▌ | 295/5335 [00:03<00:59, 84.44it/s]\n299 20.0977 : 6%|▌ | 304/5335 [00:04<01:02, 81.03it/s]\n299 20.0977 : 6%|▌ | 313/5335 [00:04<01:07, 74.65it/s]\n319 20.7689 : 6%|▌ | 313/5335 [00:04<01:07, 74.65it/s]\n319 20.7689 : 6%|▌ | 321/5335 [00:04<01:12, 68.96it/s]\n319 20.7689 : 6%|▌ | 329/5335 [00:04<01:14, 67.33it/s]\n319 20.7689 : 6%|▋ | 336/5335 [00:04<01:14, 66.82it/s]\n339 23.1662 : 6%|▋ | 336/5335 [00:04<01:14, 66.82it/s]\n339 23.1662 : 6%|▋ | 344/5335 [00:04<01:12, 68.69it/s]\n339 23.1662 : 7%|▋ | 353/5335 [00:04<01:07, 73.69it/s]\n359 29.1565 : 7%|▋ | 353/5335 [00:04<01:07, 73.69it/s]\n359 29.1565 : 7%|▋ | 363/5335 [00:04<01:02, 79.86it/s]\n359 29.1565 : 7%|▋ | 374/5335 [00:04<00:57, 86.21it/s]\n379 20.4150 : 7%|▋ | 374/5335 [00:05<00:57, 86.21it/s]\n379 20.4150 : 7%|▋ | 384/5335 [00:05<00:55, 89.69it/s]\n379 20.4150 : 7%|▋ | 394/5335 [00:05<00:53, 92.11it/s]\n399 27.0045 : 7%|▋ | 394/5335 [00:05<00:53, 92.11it/s]\n399 27.0045 : 8%|▊ | 404/5335 [00:05<00:52, 93.19it/s]\n399 27.0045 : 8%|▊ | 415/5335 [00:05<00:51, 95.63it/s]\n419 21.9441 : 8%|▊ | 415/5335 [00:05<00:51, 95.63it/s]\n419 21.9441 : 8%|▊ | 425/5335 [00:05<00:52, 93.89it/s]\n419 21.9441 : 8%|▊ | 435/5335 [00:05<00:56, 87.32it/s]\n439 20.6839 : 8%|▊ | 435/5335 [00:05<00:56, 87.32it/s]\n439 20.6839 : 8%|▊ | 444/5335 [00:05<01:00, 81.47it/s]\n439 20.6839 : 8%|▊ | 453/5335 [00:05<01:03, 76.98it/s]\n459 19.6108 : 8%|▊ | 453/5335 [00:05<01:03, 76.98it/s]\n459 19.6108 : 9%|▊ | 461/5335 [00:06<01:08, 71.29it/s]\n459 19.6108 : 9%|▉ | 469/5335 [00:06<01:17, 62.53it/s]\n459 19.6108 : 9%|▉ | 476/5335 [00:06<01:25, 56.80it/s]\n479 20.0596 : 9%|▉ | 476/5335 [00:06<01:25, 56.80it/s]\n479 20.0596 : 9%|▉ | 482/5335 [00:06<01:28, 55.11it/s]\n479 20.0596 : 9%|▉ | 488/5335 [00:06<01:29, 53.86it/s]\n479 20.0596 : 9%|▉ | 494/5335 [00:06<01:29, 53.96it/s]\n499 28.0423 : 9%|▉ | 494/5335 [00:06<01:29, 53.96it/s]\n499 28.0423 : 9%|▉ | 501/5335 [00:06<01:25, 56.79it/s]\n499 28.0423 : 10%|▉ | 509/5335 [00:06<01:18, 61.48it/s]\n499 28.0423 : 10%|▉ | 517/5335 [00:06<01:12, 66.33it/s]\n519 29.9968 : 10%|▉ | 517/5335 [00:07<01:12, 66.33it/s]\n519 29.9968 : 10%|▉ | 525/5335 [00:07<01:08, 70.07it/s]\n519 29.9968 : 10%|█ | 534/5335 [00:07<01:05, 73.44it/s]\n539 24.6081 : 10%|█ | 534/5335 [00:07<01:05, 73.44it/s]\n539 24.6081 : 10%|█ | 542/5335 [00:07<01:04, 74.74it/s]\n539 24.6081 : 10%|█ | 550/5335 [00:07<01:03, 75.48it/s]\n539 24.6081 : 10%|█ | 558/5335 [00:07<01:02, 76.75it/s]\n559 26.1730 : 10%|█ | 558/5335 [00:07<01:02, 76.75it/s]\n559 26.1730 : 11%|█ | 566/5335 [00:07<01:01, 77.69it/s]\n559 26.1730 : 11%|█ | 574/5335 [00:07<01:02, 75.71it/s]\n579 23.7392 : 11%|█ | 574/5335 [00:07<01:02, 75.71it/s]\n579 23.7392 : 11%|█ | 582/5335 [00:07<01:06, 71.30it/s]\n579 23.7392 : 11%|█ | 590/5335 [00:07<01:11, 66.16it/s]\n579 23.7392 : 11%|█ | 597/5335 [00:08<01:15, 62.86it/s]\n599 19.7848 : 11%|█ | 597/5335 [00:08<01:15, 62.86it/s]\n599 19.7848 : 11%|█▏ | 604/5335 [00:08<01:19, 59.45it/s]\n599 19.7848 : 11%|█▏ | 611/5335 [00:08<01:20, 58.66it/s]\n599 19.7848 : 12%|█▏ | 617/5335 [00:08<01:22, 57.26it/s]\n619 19.6394 : 12%|█▏ | 617/5335 [00:08<01:22, 57.26it/s]\n619 19.6394 : 12%|█▏ | 623/5335 [00:08<01:24, 55.82it/s]\n619 19.6394 : 12%|█▏ | 629/5335 [00:08<01:24, 55.90it/s]\n619 19.6394 : 12%|█▏ | 635/5335 [00:08<01:24, 55.63it/s]\n639 27.4114 : 12%|█▏ | 635/5335 [00:08<01:24, 55.63it/s]\n639 27.4114 : 12%|█▏ | 641/5335 [00:08<01:23, 56.52it/s]\n639 27.4114 : 12%|█▏ | 649/5335 [00:09<01:16, 61.07it/s]\n639 27.4114 : 12%|█▏ | 657/5335 [00:09<01:11, 65.75it/s]\n659 29.3311 : 12%|█▏ | 657/5335 [00:09<01:11, 65.75it/s]\n659 29.3311 : 12%|█▏ | 666/5335 [00:09<01:05, 71.44it/s]\n659 29.3311 : 13%|█▎ | 675/5335 [00:09<01:01, 75.74it/s]\n679 27.0875 : 13%|█▎ | 675/5335 [00:09<01:01, 75.74it/s]\n679 27.0875 : 13%|█▎ | 684/5335 [00:09<00:58, 79.05it/s]\n679 27.0875 : 13%|█▎ | 693/5335 [00:09<00:56, 81.71it/s]\n699 30.2778 : 13%|█▎ | 693/5335 [00:09<00:56, 81.71it/s]\n699 30.2778 : 13%|█▎ | 702/5335 [00:09<00:56, 81.65it/s]\n699 30.2778 : 13%|█▎ | 711/5335 [00:09<00:55, 82.72it/s]\n719 26.5075 : 13%|█▎ | 711/5335 [00:09<00:55, 82.72it/s]\n719 26.5075 : 13%|█▎ | 720/5335 [00:09<00:55, 82.47it/s]\n719 26.5075 : 14%|█▎ | 729/5335 [00:10<00:57, 79.90it/s]\n719 26.5075 : 14%|█▍ | 738/5335 [00:10<01:00, 75.55it/s]\n739 24.7462 : 14%|█▍ | 738/5335 [00:10<01:00, 75.55it/s]\n739 24.7462 : 14%|█▍ | 746/5335 [00:10<01:05, 70.29it/s]\n739 24.7462 : 14%|█▍ | 754/5335 [00:10<01:10, 65.24it/s]\n759 16.2637 : 14%|█▍ | 754/5335 [00:10<01:10, 65.24it/s]\n759 16.2637 : 14%|█▍ | 761/5335 [00:10<01:12, 63.52it/s]\n759 16.2637 : 14%|█▍ | 768/5335 [00:10<01:11, 64.18it/s]\n759 16.2637 : 15%|█▍ | 775/5335 [00:10<01:09, 65.38it/s]\n779 26.4725 : 15%|█▍ | 775/5335 [00:10<01:09, 65.38it/s]\n779 26.4725 : 15%|█▍ | 783/5335 [00:10<01:07, 67.22it/s]\n779 26.4725 : 15%|█▍ | 791/5335 [00:10<01:06, 68.80it/s]\n799 29.2192 : 15%|█▍ | 791/5335 [00:11<01:06, 68.80it/s]\n799 29.2192 : 15%|█▍ | 800/5335 [00:11<01:01, 73.79it/s]\n799 29.2192 : 15%|█▌ | 811/5335 [00:11<00:55, 81.87it/s]\n819 28.2124 : 15%|█▌ | 811/5335 [00:11<00:55, 81.87it/s]\n819 28.2124 : 15%|█▌ | 822/5335 [00:11<00:50, 88.53it/s]\n819 28.2124 : 16%|█▌ | 833/5335 [00:11<00:47, 93.87it/s]\n839 28.8381 : 16%|█▌ | 833/5335 [00:11<00:47, 93.87it/s]\n839 28.8381 : 16%|█▌ | 844/5335 [00:11<00:46, 97.62it/s]\n839 28.8381 : 16%|█▌ | 854/5335 [00:11<00:45, 97.98it/s]\n859 30.3902 : 16%|█▌ | 854/5335 [00:11<00:45, 97.98it/s]\n859 30.3902 : 16%|█▌ | 865/5335 [00:11<00:44, 99.78it/s]\n859 30.3902 : 16%|█▋ | 876/5335 [00:11<00:44, 100.04it/s]\n879 30.5494 : 16%|█▋ | 876/5335 [00:11<00:44, 100.04it/s]\n879 30.5494 : 17%|█▋ | 887/5335 [00:11<00:46, 95.65it/s]\n879 30.5494 : 17%|█▋ | 897/5335 [00:12<00:49, 88.86it/s]\n899 29.1229 : 17%|█▋ | 897/5335 [00:12<00:49, 88.86it/s]\n899 29.1229 : 17%|█▋ | 907/5335 [00:12<00:53, 82.80it/s]\n899 29.1229 : 17%|█▋ | 916/5335 [00:12<00:55, 80.11it/s]\n919 25.1546 : 17%|█▋ | 916/5335 [00:12<00:55, 80.11it/s]\n919 25.1546 : 17%|█▋ | 926/5335 [00:12<00:52, 84.27it/s]\n919 25.1546 : 18%|█▊ | 937/5335 [00:12<00:49, 89.12it/s]\n939 30.8453 : 18%|█▊ | 937/5335 [00:12<00:49, 89.12it/s]\n939 30.8453 : 18%|█▊ | 948/5335 [00:12<00:46, 94.50it/s]\n959 29.1182 : 18%|█▊ | 948/5335 [00:12<00:46, 94.50it/s]\n959 29.1182 : 18%|█▊ | 962/5335 [00:12<00:41, 105.31it/s]\n959 29.1182 : 18%|█▊ | 977/5335 [00:12<00:37, 116.69it/s]\n979 34.5886 : 18%|█▊ | 977/5335 [00:12<00:37, 116.69it/s]\n979 34.5886 : 19%|█▊ | 992/5335 [00:12<00:34, 124.74it/s]\n999 29.6076 : 19%|█▊ | 992/5335 [00:13<00:34, 124.74it/s]\n999 29.6076 : 19%|█▉ | 1006/5335 [00:13<00:33, 128.38it/s]\n1019 27.4994 : 19%|█▉ | 1006/5335 [00:13<00:33, 128.38it/s]\n1019 27.4994 : 19%|█▉ | 1020/5335 [00:13<00:32, 131.11it/s]\n1019 27.4994 : 19%|█▉ | 1034/5335 [00:13<00:33, 129.65it/s]\n1039 27.1137 : 19%|█▉ | 1034/5335 [00:13<00:33, 129.65it/s]\n1039 27.1137 : 20%|█▉ | 1048/5335 [00:13<00:35, 122.06it/s]\n1059 25.1461 : 20%|█▉ | 1048/5335 [00:13<00:35, 122.06it/s]\n1059 25.1461 : 20%|█▉ | 1061/5335 [00:13<00:37, 112.63it/s]\n1059 25.1461 : 20%|██ | 1073/5335 [00:13<00:42, 100.26it/s]\n1079 25.1515 : 20%|██ | 1073/5335 [00:13<00:42, 100.26it/s]\n1079 25.1515 : 20%|██ | 1084/5335 [00:13<00:46, 91.05it/s]\n1079 25.1515 : 21%|██ | 1094/5335 [00:13<00:49, 86.51it/s]\n1099 23.4184 : 21%|██ | 1094/5335 [00:14<00:49, 86.51it/s]\n1099 23.4184 : 21%|██ | 1103/5335 [00:14<00:48, 86.68it/s]\n1099 23.4184 : 21%|██ | 1113/5335 [00:14<00:47, 89.72it/s]\n1119 29.3860 : 21%|██ | 1113/5335 [00:14<00:47, 89.72it/s]\n1119 29.3860 : 21%|██ | 1124/5335 [00:14<00:44, 93.77it/s]\n1119 29.3860 : 21%|██▏ | 1135/5335 [00:14<00:43, 97.55it/s]\n1139 25.0483 : 21%|██▏ | 1135/5335 [00:14<00:43, 97.55it/s]\n1139 25.0483 : 21%|██▏ | 1146/5335 [00:14<00:41, 100.54it/s]\n1139 25.0483 : 22%|██▏ | 1157/5335 [00:14<00:40, 102.15it/s]\n1159 30.2014 : 22%|██▏ | 1157/5335 [00:14<00:40, 102.15it/s]\n1159 30.2014 : 22%|██▏ | 1168/5335 [00:14<00:40, 102.77it/s]\n1159 30.2014 : 22%|██▏ | 1179/5335 [00:14<00:40, 103.06it/s]\n1179 23.6547 : 22%|██▏ | 1179/5335 [00:14<00:40, 103.06it/s]\n1179 23.6547 : 22%|██▏ | 1190/5335 [00:14<00:41, 99.10it/s]\n1199 22.0813 : 22%|██▏ | 1190/5335 [00:15<00:41, 99.10it/s]\n1199 22.0813 : 22%|██▏ | 1200/5335 [00:15<00:45, 91.48it/s]\n1199 22.0813 : 23%|██▎ | 1210/5335 [00:15<00:48, 85.16it/s]\n1199 22.0813 : 23%|██▎ | 1219/5335 [00:15<00:50, 81.40it/s]\n1219 19.0013 : 23%|██▎ | 1219/5335 [00:15<00:50, 81.40it/s]\n1219 19.0013 : 23%|██▎ | 1228/5335 [00:15<00:59, 68.83it/s]\n1219 19.0013 : 23%|██▎ | 1236/5335 [00:15<01:04, 63.36it/s]\n1239 28.9352 : 23%|██▎ | 1236/5335 [00:15<01:04, 63.36it/s]\n1239 28.9352 : 23%|██▎ | 1243/5335 [00:15<01:07, 60.79it/s]\n1239 28.9352 : 23%|██▎ | 1250/5335 [00:15<01:08, 59.85it/s]\n1239 28.9352 : 24%|██▎ | 1257/5335 [00:16<01:06, 61.34it/s]\n1259 26.1199 : 24%|██▎ | 1257/5335 [00:16<01:06, 61.34it/s]\n1259 26.1199 : 24%|██▎ | 1265/5335 [00:16<01:03, 64.07it/s]\n1259 26.1199 : 24%|██▍ | 1273/5335 [00:16<00:59, 68.08it/s]\n1279 29.9737 : 24%|██▍ | 1273/5335 [00:16<00:59, 68.08it/s]\n1279 29.9737 : 24%|██▍ | 1282/5335 [00:16<00:56, 71.87it/s]\n1279 29.9737 : 24%|██▍ | 1291/5335 [00:16<00:54, 74.63it/s]\n1299 23.7229 : 24%|██▍ | 1291/5335 [00:16<00:54, 74.63it/s]\n1299 23.7229 : 24%|██▍ | 1300/5335 [00:16<00:52, 76.52it/s]\n1299 23.7229 : 25%|██▍ | 1308/5335 [00:16<00:52, 77.22it/s]\n1299 23.7229 : 25%|██▍ | 1317/5335 [00:16<00:51, 78.45it/s]\n1319 26.9578 : 25%|██▍ | 1317/5335 [00:16<00:51, 78.45it/s]\n1319 26.9578 : 25%|██▍ | 1326/5335 [00:16<00:50, 79.06it/s]\n1319 26.9578 : 25%|██▌ | 1334/5335 [00:16<00:51, 78.11it/s]\n1339 27.0749 : 25%|██▌ | 1334/5335 [00:17<00:51, 78.11it/s]\n1339 27.0749 : 25%|██▌ | 1342/5335 [00:17<00:53, 75.20it/s]\n1339 27.0749 : 25%|██▌ | 1350/5335 [00:17<00:56, 70.12it/s]\n1339 27.0749 : 25%|██▌ | 1358/5335 [00:17<01:01, 65.14it/s]\n1359 23.8464 : 25%|██▌ | 1358/5335 [00:17<01:01, 65.14it/s]\n1359 23.8464 : 26%|██▌ | 1365/5335 [00:17<01:04, 61.46it/s]\n1359 23.8464 : 26%|██▌ | 1372/5335 [00:17<01:06, 59.79it/s]\n1359 23.8464 : 26%|██▌ | 1379/5335 [00:17<01:07, 58.82it/s]\n1379 19.4152 : 26%|██▌ | 1379/5335 [00:17<01:07, 58.82it/s]\n1379 19.4152 : 26%|██▌ | 1386/5335 [00:17<01:06, 59.38it/s]\n1379 19.4152 : 26%|██▌ | 1393/5335 [00:17<01:05, 60.28it/s]\n1399 21.3919 : 26%|██▌ | 1393/5335 [00:18<01:05, 60.28it/s]\n1399 21.3919 : 26%|██▌ | 1400/5335 [00:18<01:03, 61.94it/s]\n1399 21.3919 : 26%|██▋ | 1408/5335 [00:18<00:59, 65.57it/s]\n1399 21.3919 : 27%|██▋ | 1416/5335 [00:18<00:56, 69.13it/s]\n1419 28.8228 : 27%|██▋ | 1416/5335 [00:18<00:56, 69.13it/s]\n1419 28.8228 : 27%|██▋ | 1425/5335 [00:18<00:52, 73.86it/s]\n1419 28.8228 : 27%|██▋ | 1434/5335 [00:18<00:50, 77.41it/s]\n1439 20.2583 : 27%|██▋ | 1434/5335 [00:18<00:50, 77.41it/s]\n1439 20.2583 : 27%|██▋ | 1443/5335 [00:18<00:49, 79.29it/s]\n1439 20.2583 : 27%|██▋ | 1452/5335 [00:18<00:47, 81.31it/s]\n1459 28.2530 : 27%|██▋ | 1452/5335 [00:18<00:47, 81.31it/s]\n1459 28.2530 : 27%|██▋ | 1461/5335 [00:18<00:46, 82.56it/s]\n1459 28.2530 : 28%|██▊ | 1470/5335 [00:18<00:46, 82.86it/s]\n1459 28.2530 : 28%|██▊ | 1479/5335 [00:19<00:46, 82.81it/s]\n1479 24.5410 : 28%|██▊ | 1479/5335 [00:19<00:46, 82.81it/s]\n1479 24.5410 : 28%|██▊ | 1488/5335 [00:19<00:46, 82.07it/s]\n1479 24.5410 : 28%|██▊ | 1497/5335 [00:19<00:49, 77.28it/s]\n1499 24.4575 : 28%|██▊ | 1497/5335 [00:19<00:49, 77.28it/s]\n1499 24.4575 : 28%|██▊ | 1505/5335 [00:19<00:53, 71.05it/s]\n1499 24.4575 : 28%|██▊ | 1513/5335 [00:19<00:58, 65.52it/s]\n1519 16.4545 : 28%|██▊ | 1513/5335 [00:19<00:58, 65.52it/s]\n1519 16.4545 : 28%|██▊ | 1520/5335 [00:19<01:01, 62.48it/s]\n1519 16.4545 : 29%|██▊ | 1527/5335 [00:19<00:59, 63.49it/s]\n1519 16.4545 : 29%|██▉ | 1536/5335 [00:19<00:55, 68.67it/s]\n1539 29.1217 : 29%|██▉ | 1536/5335 [00:19<00:55, 68.67it/s]\n1539 29.1217 : 29%|██▉ | 1545/5335 [00:20<00:52, 72.68it/s]\n1539 29.1217 : 29%|██▉ | 1555/5335 [00:20<00:47, 78.78it/s]\n1559 26.6555 : 29%|██▉ | 1555/5335 [00:20<00:47, 78.78it/s]\n1559 26.6555 : 29%|██▉ | 1566/5335 [00:20<00:44, 85.28it/s]\n1559 26.6555 : 30%|██▉ | 1578/5335 [00:20<00:40, 92.85it/s]\n1579 31.6989 : 30%|██▉ | 1578/5335 [00:20<00:40, 92.85it/s]\n1579 31.6989 : 30%|██▉ | 1590/5335 [00:20<00:38, 98.16it/s]\n1599 30.7538 : 30%|██▉ | 1590/5335 [00:20<00:38, 98.16it/s]\n1599 30.7538 : 30%|███ | 1602/5335 [00:20<00:36, 102.37it/s]\n1599 30.7538 : 30%|███ | 1614/5335 [00:20<00:35, 105.13it/s]\n1619 31.0571 : 30%|███ | 1614/5335 [00:20<00:35, 105.13it/s]\n1619 31.0571 : 30%|███ | 1625/5335 [00:20<00:34, 106.40it/s]\n1619 31.0571 : 31%|███ | 1636/5335 [00:20<00:34, 106.49it/s]\n1639 29.5371 : 31%|███ | 1636/5335 [00:20<00:34, 106.49it/s]\n1639 29.5371 : 31%|███ | 1647/5335 [00:20<00:35, 102.87it/s]\n1639 29.5371 : 31%|███ | 1658/5335 [00:21<00:38, 95.49it/s]\n1659 29.3311 : 31%|███ | 1658/5335 [00:21<00:38, 95.49it/s]\n1659 29.3311 : 31%|███▏ | 1668/5335 [00:21<00:41, 87.95it/s]\n1659 29.3311 : 31%|███▏ | 1677/5335 [00:21<00:43, 84.85it/s]\n1679 22.2262 : 31%|███▏ | 1677/5335 [00:21<00:43, 84.85it/s]\n1679 22.2262 : 32%|███▏ | 1690/5335 [00:21<00:38, 95.32it/s]\n1699 29.3239 : 32%|███▏ | 1690/5335 [00:21<00:38, 95.32it/s]\n1699 29.3239 : 32%|███▏ | 1703/5335 [00:21<00:35, 103.54it/s]\n1699 29.3239 : 32%|███▏ | 1718/5335 [00:21<00:31, 115.84it/s]\n1719 27.8564 : 32%|███▏ | 1718/5335 [00:21<00:31, 115.84it/s]\n1719 27.8564 : 33%|███▎ | 1735/5335 [00:21<00:27, 129.75it/s]\n1739 34.8716 : 33%|███▎ | 1735/5335 [00:21<00:27, 129.75it/s]\n1739 34.8716 : 33%|███▎ | 1752/5335 [00:21<00:25, 139.55it/s]\n1759 31.4258 : 33%|███▎ | 1752/5335 [00:21<00:25, 139.55it/s]\n1759 31.4258 : 33%|███▎ | 1768/5335 [00:21<00:24, 145.31it/s]\n1779 31.2334 : 33%|███▎ | 1768/5335 [00:22<00:24, 145.31it/s]\n1779 31.2334 : 33%|███▎ | 1784/5335 [00:22<00:23, 148.61it/s]\n1779 31.2334 : 34%|███▎ | 1799/5335 [00:22<00:24, 147.13it/s]\n1799 28.8859 : 34%|███▎ | 1799/5335 [00:22<00:24, 147.13it/s]\n1799 28.8859 : 34%|███▍ | 1814/5335 [00:22<00:25, 136.48it/s]\n1819 25.2392 : 34%|███▍ | 1814/5335 [00:22<00:25, 136.48it/s]\n1819 25.2392 : 34%|███▍ | 1828/5335 [00:22<00:27, 127.82it/s]\n1839 30.5155 : 34%|███▍ | 1828/5335 [00:22<00:27, 127.82it/s]\n1839 30.5155 : 35%|███▍ | 1843/5335 [00:22<00:26, 133.16it/s]\n1859 25.0276 : 35%|███▍ | 1843/5335 [00:22<00:26, 133.16it/s]\n1859 25.0276 : 35%|███▍ | 1860/5335 [00:22<00:24, 142.73it/s]\n1879 33.9838 : 35%|███▍ | 1860/5335 [00:22<00:24, 142.73it/s]\n1879 33.9838 : 35%|███▌ | 1880/5335 [00:22<00:22, 156.80it/s]\n1899 31.3186 : 35%|███▌ | 1880/5335 [00:22<00:22, 156.80it/s]\n1899 31.3186 : 36%|███▌ | 1900/5335 [00:22<00:20, 168.40it/s]\n1919 31.3681 : 36%|███▌ | 1900/5335 [00:22<00:20, 168.40it/s]\n1919 31.3681 : 36%|███▌ | 1920/5335 [00:22<00:19, 177.31it/s]\n1939 29.4955 : 36%|███▌ | 1920/5335 [00:23<00:19, 177.31it/s]\n1939 29.4955 : 36%|███▋ | 1940/5335 [00:23<00:18, 181.53it/s]\n1939 29.4955 : 37%|███▋ | 1959/5335 [00:23<00:19, 176.36it/s]\n1959 26.8302 : 37%|███▋ | 1959/5335 [00:23<00:19, 176.36it/s]\n1959 26.8302 : 37%|███▋ | 1977/5335 [00:23<00:20, 166.32it/s]\n1979 20.5612 : 37%|███▋ | 1977/5335 [00:23<00:20, 166.32it/s]\n1979 20.5612 : 37%|███▋ | 1994/5335 [00:23<00:23, 143.83it/s]\n1999 32.7132 : 37%|███▋ | 1994/5335 [00:23<00:23, 143.83it/s]\n1999 32.7132 : 38%|███▊ | 2009/5335 [00:23<00:25, 130.12it/s]\n2019 28.0835 : 38%|███▊ | 2009/5335 [00:23<00:25, 130.12it/s]\n2019 28.0835 : 38%|███▊ | 2023/5335 [00:23<00:25, 128.04it/s]\n2019 28.0835 : 38%|███▊ | 2037/5335 [00:23<00:25, 130.11it/s]\n2039 33.4160 : 38%|███▊ | 2037/5335 [00:23<00:25, 130.11it/s]\n2039 33.4160 : 38%|███▊ | 2051/5335 [00:23<00:24, 131.73it/s]\n2059 32.2716 : 38%|███▊ | 2051/5335 [00:24<00:24, 131.73it/s]\n2059 32.2716 : 39%|███▊ | 2065/5335 [00:24<00:24, 132.77it/s]\n2059 32.2716 : 39%|███▉ | 2079/5335 [00:24<00:24, 132.53it/s]\n2079 29.3793 : 39%|███▉ | 2079/5335 [00:24<00:24, 132.53it/s]\n2079 29.3793 : 39%|███▉ | 2093/5335 [00:24<00:24, 130.29it/s]\n2099 24.8845 : 39%|███▉ | 2093/5335 [00:24<00:24, 130.29it/s]\n2099 24.8845 : 39%|███▉ | 2107/5335 [00:24<00:26, 122.68it/s]\n2119 25.9622 : 39%|███▉ | 2107/5335 [00:24<00:26, 122.68it/s]\n2119 25.9622 : 40%|███▉ | 2120/5335 [00:24<00:28, 111.09it/s]\n2119 25.9622 : 40%|███▉ | 2132/5335 [00:24<00:30, 104.26it/s]\n2139 24.3624 : 40%|███▉ | 2132/5335 [00:24<00:30, 104.26it/s]\n2139 24.3624 : 40%|████ | 2143/5335 [00:24<00:34, 91.35it/s]\n2139 24.3624 : 40%|████ | 2153/5335 [00:24<00:39, 81.33it/s]\n2159 20.9427 : 40%|████ | 2153/5335 [00:25<00:39, 81.33it/s]\n2159 20.9427 : 41%|████ | 2162/5335 [00:25<00:40, 78.09it/s]\n2159 20.9427 : 41%|████ | 2171/5335 [00:25<00:40, 77.19it/s]\n2179 26.4755 : 41%|████ | 2171/5335 [00:25<00:40, 77.19it/s]\n2179 26.4755 : 41%|████ | 2180/5335 [00:25<00:40, 78.05it/s]\n2179 26.4755 : 41%|████ | 2189/5335 [00:25<00:39, 78.87it/s]\n2179 26.4755 : 41%|████ | 2198/5335 [00:25<00:39, 79.17it/s]\n2199 19.6746 : 41%|████ | 2198/5335 [00:25<00:39, 79.17it/s]\n2199 19.6746 : 41%|████▏ | 2207/5335 [00:25<00:39, 79.64it/s]\n2199 19.6746 : 42%|████▏ | 2216/5335 [00:25<00:38, 80.33it/s]\n2219 30.3226 : 42%|████▏ | 2216/5335 [00:25<00:38, 80.33it/s]\n2219 30.3226 : 42%|████▏ | 2225/5335 [00:25<00:38, 80.43it/s]\n2219 30.3226 : 42%|████▏ | 2234/5335 [00:26<00:39, 78.24it/s]\n2239 22.8082 : 42%|████▏ | 2234/5335 [00:26<00:39, 78.24it/s]\n2239 22.8082 : 42%|████▏ | 2242/5335 [00:26<00:41, 74.46it/s]\n2239 22.8082 : 42%|████▏ | 2250/5335 [00:26<00:44, 68.93it/s]\n2239 22.8082 : 42%|████▏ | 2257/5335 [00:26<00:48, 63.68it/s]\n2259 22.4350 : 42%|████▏ | 2257/5335 [00:26<00:48, 63.68it/s]\n2259 22.4350 : 42%|████▏ | 2264/5335 [00:26<00:52, 58.50it/s]\n2259 22.4350 : 43%|████▎ | 2270/5335 [00:26<00:55, 55.39it/s]\n2259 22.4350 : 43%|████▎ | 2276/5335 [00:26<00:57, 53.17it/s]\n2279 16.4008 : 43%|████▎ | 2276/5335 [00:26<00:57, 53.17it/s]\n2279 16.4008 : 43%|████▎ | 2282/5335 [00:26<00:57, 53.01it/s]\n2279 16.4008 : 43%|████▎ | 2288/5335 [00:27<00:56, 54.33it/s]\n2279 16.4008 : 43%|████▎ | 2296/5335 [00:27<00:50, 59.60it/s]\n2299 29.8579 : 43%|████▎ | 2296/5335 [00:27<00:50, 59.60it/s]\n2299 29.8579 : 43%|████▎ | 2304/5335 [00:27<00:47, 63.50it/s]\n2299 29.8579 : 43%|████▎ | 2313/5335 [00:27<00:43, 69.11it/s]\n2319 27.2852 : 43%|████▎ | 2313/5335 [00:27<00:43, 69.11it/s]\n2319 27.2852 : 44%|████▎ | 2322/5335 [00:27<00:40, 74.06it/s]\n2319 27.2852 : 44%|████▎ | 2332/5335 [00:27<00:37, 80.16it/s]\n2339 32.6107 : 44%|████▎ | 2332/5335 [00:27<00:37, 80.16it/s]\n2339 32.6107 : 44%|████▍ | 2342/5335 [00:27<00:35, 84.98it/s]\n2339 32.6107 : 44%|████▍ | 2352/5335 [00:27<00:34, 87.46it/s]\n2359 29.0555 : 44%|████▍ | 2352/5335 [00:27<00:34, 87.46it/s]\n2359 29.0555 : 44%|████▍ | 2362/5335 [00:27<00:32, 90.35it/s]\n2359 29.0555 : 44%|████▍ | 2372/5335 [00:27<00:31, 92.86it/s]\n2379 27.6060 : 44%|████▍ | 2372/5335 [00:28<00:31, 92.86it/s]\n2379 27.6060 : 45%|████▍ | 2382/5335 [00:28<00:31, 92.54it/s]\n2379 27.6060 : 45%|████▍ | 2392/5335 [00:28<00:33, 88.19it/s]\n2399 27.2775 : 45%|████▍ | 2392/5335 [00:28<00:33, 88.19it/s]\n2399 27.2775 : 45%|████▌ | 2401/5335 [00:28<00:35, 81.51it/s]\n2399 27.2775 : 45%|████▌ | 2410/5335 [00:28<00:39, 73.86it/s]\n2399 27.2775 : 45%|████▌ | 2418/5335 [00:28<00:43, 67.41it/s]\n2419 18.9348 : 45%|████▌ | 2418/5335 [00:28<00:43, 67.41it/s]\n2419 18.9348 : 45%|████▌ | 2425/5335 [00:28<00:46, 63.01it/s]\n2419 18.9348 : 46%|████▌ | 2432/5335 [00:28<00:47, 61.10it/s]\n2419 18.9348 : 46%|████▌ | 2439/5335 [00:29<00:47, 61.22it/s]\n2439 24.1141 : 46%|████▌ | 2439/5335 [00:29<00:47, 61.22it/s]\n2439 24.1141 : 46%|████▌ | 2448/5335 [00:29<00:42, 68.38it/s]\n2439 24.1141 : 46%|████▌ | 2458/5335 [00:29<00:38, 74.98it/s]\n2459 34.2246 : 46%|████▌ | 2458/5335 [00:29<00:38, 74.98it/s]\n2459 34.2246 : 46%|████▋ | 2468/5335 [00:29<00:35, 81.39it/s]\n2459 34.2246 : 46%|████▋ | 2479/5335 [00:29<00:32, 88.85it/s]\n2479 22.7457 : 46%|████▋ | 2479/5335 [00:29<00:32, 88.85it/s]\n2479 22.7457 : 47%|████▋ | 2491/5335 [00:29<00:29, 96.19it/s]\n2499 35.2970 : 47%|████▋ | 2491/5335 [00:29<00:29, 96.19it/s]\n2499 35.2970 : 47%|████▋ | 2503/5335 [00:29<00:27, 101.33it/s]\n2499 35.2970 : 47%|████▋ | 2515/5335 [00:29<00:26, 105.75it/s]\n2519 30.8670 : 47%|████▋ | 2515/5335 [00:29<00:26, 105.75it/s]\n2519 30.8670 : 47%|████▋ | 2527/5335 [00:29<00:26, 107.94it/s]\n2519 30.8670 : 48%|████▊ | 2538/5335 [00:29<00:25, 107.77it/s]\n2539 28.0160 : 48%|████▊ | 2538/5335 [00:29<00:25, 107.77it/s]\n2539 28.0160 : 48%|████▊ | 2549/5335 [00:30<00:26, 103.36it/s]\n2559 19.9876 : 48%|████▊ | 2549/5335 [00:30<00:26, 103.36it/s]\n2559 19.9876 : 48%|████▊ | 2560/5335 [00:30<00:29, 94.08it/s]\n2559 19.9876 : 48%|████▊ | 2570/5335 [00:30<00:32, 85.07it/s]\n2559 19.9876 : 48%|████▊ | 2579/5335 [00:30<00:35, 77.89it/s]\n2579 17.1056 : 48%|████▊ | 2579/5335 [00:30<00:35, 77.89it/s]\n2579 17.1056 : 49%|████▊ | 2588/5335 [00:30<00:36, 74.59it/s]\n2579 17.1056 : 49%|████▊ | 2598/5335 [00:30<00:34, 79.62it/s]\n2599 33.2299 : 49%|████▊ | 2598/5335 [00:30<00:34, 79.62it/s]\n2599 33.2299 : 49%|████▉ | 2609/5335 [00:30<00:31, 86.69it/s]\n2619 29.1353 : 49%|████▉ | 2609/5335 [00:30<00:31, 86.69it/s]\n2619 29.1353 : 49%|████▉ | 2621/5335 [00:30<00:28, 94.75it/s]\n2619 29.1353 : 49%|████▉ | 2634/5335 [00:31<00:25, 104.06it/s]\n2639 34.7291 : 49%|████▉ | 2634/5335 [00:31<00:25, 104.06it/s]\n2639 34.7291 : 50%|████▉ | 2648/5335 [00:31<00:23, 112.61it/s]\n2659 31.0133 : 50%|████▉ | 2648/5335 [00:31<00:23, 112.61it/s]\n2659 31.0133 : 50%|████▉ | 2661/5335 [00:31<00:22, 117.32it/s]\n2659 31.0133 : 50%|█████ | 2675/5335 [00:31<00:21, 121.81it/s]\n2679 32.7665 : 50%|█████ | 2675/5335 [00:31<00:21, 121.81it/s]\n2679 32.7665 : 50%|█████ | 2688/5335 [00:31<00:21, 122.59it/s]\n2699 26.3704 : 50%|█████ | 2688/5335 [00:31<00:21, 122.59it/s]\n2699 26.3704 : 51%|█████ | 2701/5335 [00:31<00:22, 118.14it/s]\n2699 26.3704 : 51%|█████ | 2713/5335 [00:31<00:23, 109.95it/s]\n2719 17.9204 : 51%|█████ | 2713/5335 [00:31<00:23, 109.95it/s]\n2719 17.9204 : 51%|█████ | 2725/5335 [00:31<00:26, 98.73it/s]\n2719 17.9204 : 51%|█████▏ | 2736/5335 [00:32<00:28, 90.77it/s]\n2739 17.0221 : 51%|█████▏ | 2736/5335 [00:32<00:28, 90.77it/s]\n2739 17.0221 : 51%|█████▏ | 2746/5335 [00:32<00:29, 88.36it/s]\n2739 17.0221 : 52%|█████▏ | 2756/5335 [00:32<00:28, 90.42it/s]\n2759 31.1408 : 52%|█████▏ | 2756/5335 [00:32<00:28, 90.42it/s]\n2759 31.1408 : 52%|█████▏ | 2767/5335 [00:32<00:27, 93.40it/s]\n2759 31.1408 : 52%|█████▏ | 2778/5335 [00:32<00:26, 97.77it/s]\n2779 30.1442 : 52%|█████▏ | 2778/5335 [00:32<00:26, 97.77it/s]\n2779 30.1442 : 52%|█████▏ | 2790/5335 [00:32<00:24, 103.53it/s]\n2799 31.6859 : 52%|█████▏ | 2790/5335 [00:32<00:24, 103.53it/s]\n2799 31.6859 : 53%|█████▎ | 2802/5335 [00:32<00:23, 108.04it/s]\n2799 31.6859 : 53%|█████▎ | 2815/5335 [00:32<00:22, 111.66it/s]\n2819 33.2032 : 53%|█████▎ | 2815/5335 [00:32<00:22, 111.66it/s]\n2819 33.2032 : 53%|█████▎ | 2827/5335 [00:32<00:22, 113.77it/s]\n2819 33.2032 : 53%|█████▎ | 2839/5335 [00:32<00:21, 115.10it/s]\n2839 27.9150 : 53%|█████▎ | 2839/5335 [00:32<00:21, 115.10it/s]\n2839 27.9150 : 53%|█████▎ | 2851/5335 [00:33<00:22, 111.92it/s]\n2859 28.0771 : 53%|█████▎ | 2851/5335 [00:33<00:22, 111.92it/s]\n2859 28.0771 : 54%|█████▎ | 2863/5335 [00:33<00:23, 103.76it/s]\n2859 28.0771 : 54%|█████▍ | 2874/5335 [00:33<00:26, 93.69it/s]\n2879 18.4900 : 54%|█████▍ | 2874/5335 [00:33<00:26, 93.69it/s]\n2879 18.4900 : 54%|█████▍ | 2884/5335 [00:33<00:29, 84.38it/s]\n2879 18.4900 : 54%|█████▍ | 2893/5335 [00:33<00:30, 79.37it/s]\n2899 27.0211 : 54%|█████▍ | 2893/5335 [00:33<00:30, 79.37it/s]\n2899 27.0211 : 54%|█████▍ | 2902/5335 [00:33<00:31, 77.94it/s]\n2899 27.0211 : 55%|█████▍ | 2910/5335 [00:33<00:31, 76.26it/s]\n2899 27.0211 : 55%|█████▍ | 2918/5335 [00:33<00:31, 76.06it/s]\n2919 28.0502 : 55%|█████▍ | 2918/5335 [00:34<00:31, 76.06it/s]\n2919 28.0502 : 55%|█████▍ | 2927/5335 [00:34<00:30, 78.15it/s]\n2919 28.0502 : 55%|█████▌ | 2936/5335 [00:34<00:29, 80.58it/s]\n2939 28.4933 : 55%|█████▌ | 2936/5335 [00:34<00:29, 80.58it/s]\n2939 28.4933 : 55%|█████▌ | 2946/5335 [00:34<00:28, 84.29it/s]\n2939 28.4933 : 55%|█████▌ | 2956/5335 [00:34<00:27, 86.80it/s]\n2959 35.4498 : 55%|█████▌ | 2956/5335 [00:34<00:27, 86.80it/s]\n2959 35.4498 : 56%|█████▌ | 2966/5335 [00:34<00:26, 88.19it/s]\n2959 35.4498 : 56%|█████▌ | 2976/5335 [00:34<00:26, 89.73it/s]\n2979 32.0732 : 56%|█████▌ | 2976/5335 [00:34<00:26, 89.73it/s]\n2979 32.0732 : 56%|█████▌ | 2985/5335 [00:34<00:26, 89.75it/s]\n2979 32.0732 : 56%|█████▌ | 2994/5335 [00:34<00:26, 88.51it/s]\n2999 28.1066 : 56%|█████▌ | 2994/5335 [00:34<00:26, 88.51it/s]\n2999 28.1066 : 56%|█████▋ | 3003/5335 [00:34<00:27, 85.78it/s]\n2999 28.1066 : 56%|█████▋ | 3012/5335 [00:35<00:28, 80.57it/s]\n3019 26.0152 : 56%|█████▋ | 3012/5335 [00:35<00:28, 80.57it/s]\n3019 26.0152 : 57%|█████▋ | 3021/5335 [00:35<00:31, 73.36it/s]\n3019 26.0152 : 57%|█████▋ | 3029/5335 [00:35<00:34, 65.89it/s]\n3019 26.0152 : 57%|█████▋ | 3036/5335 [00:35<00:37, 60.80it/s]\n3039 22.4499 : 57%|█████▋ | 3036/5335 [00:35<00:37, 60.80it/s]\n3039 22.4499 : 57%|█████▋ | 3043/5335 [00:35<00:40, 56.49it/s]\n3039 22.4499 : 57%|█████▋ | 3049/5335 [00:35<00:40, 56.62it/s]\n3039 22.4499 : 57%|█████▋ | 3057/5335 [00:35<00:37, 60.56it/s]\n3059 30.6378 : 57%|█████▋ | 3057/5335 [00:35<00:37, 60.56it/s]\n3059 30.6378 : 57%|█████▋ | 3064/5335 [00:35<00:36, 62.69it/s]\n3059 30.6378 : 58%|█████▊ | 3072/5335 [00:36<00:34, 65.56it/s]\n3079 28.6623 : 58%|█████▊ | 3072/5335 [00:36<00:34, 65.56it/s]\n3079 28.6623 : 58%|█████▊ | 3080/5335 [00:36<00:32, 69.09it/s]\n3079 28.6623 : 58%|█████▊ | 3089/5335 [00:36<00:30, 73.03it/s]\n3079 28.6623 : 58%|█████▊ | 3098/5335 [00:36<00:29, 76.10it/s]\n3099 30.9669 : 58%|█████▊ | 3098/5335 [00:36<00:29, 76.10it/s]\n3099 30.9669 : 58%|█████▊ | 3107/5335 [00:36<00:28, 78.92it/s]\n3099 30.9669 : 58%|█████▊ | 3116/5335 [00:36<00:27, 79.70it/s]\n3119 30.0773 : 58%|█████▊ | 3116/5335 [00:36<00:27, 79.70it/s]\n3119 30.0773 : 59%|█████▊ | 3125/5335 [00:36<00:27, 80.39it/s]\n3119 30.0773 : 59%|█████▊ | 3134/5335 [00:36<00:27, 80.46it/s]\n3139 29.6935 : 59%|█████▊ | 3134/5335 [00:36<00:27, 80.46it/s]\n3139 29.6935 : 59%|█████▉ | 3143/5335 [00:36<00:27, 79.00it/s]\n3139 29.6935 : 59%|█████▉ | 3151/5335 [00:37<00:28, 75.54it/s]\n3139 29.6935 : 59%|█████▉ | 3159/5335 [00:37<00:31, 69.96it/s]\n3159 25.1566 : 59%|█████▉ | 3159/5335 [00:37<00:31, 69.96it/s]\n3159 25.1566 : 59%|█████▉ | 3167/5335 [00:37<00:35, 61.38it/s]\n3159 25.1566 : 59%|█████▉ | 3174/5335 [00:37<00:39, 55.35it/s]\n3179 20.1673 : 59%|█████▉ | 3174/5335 [00:37<00:39, 55.35it/s]\n3179 20.1673 : 60%|█████▉ | 3180/5335 [00:37<00:42, 51.24it/s]\n3179 20.1673 : 60%|█████▉ | 3186/5335 [00:37<00:43, 49.02it/s]\n3179 20.1673 : 60%|█████▉ | 3192/5335 [00:37<00:44, 48.53it/s]\n3179 20.1673 : 60%|█████▉ | 3198/5335 [00:38<00:42, 49.76it/s]\n3199 14.3772 : 60%|█████▉ | 3198/5335 [00:38<00:42, 49.76it/s]\n3199 14.3772 : 60%|██████ | 3206/5335 [00:38<00:37, 56.83it/s]\n3199 14.3772 : 60%|██████ | 3216/5335 [00:38<00:31, 66.86it/s]\n3219 31.5225 : 60%|██████ | 3216/5335 [00:38<00:31, 66.86it/s]\n3219 31.5225 : 60%|██████ | 3227/5335 [00:38<00:27, 76.57it/s]\n3219 31.5225 : 61%|██████ | 3239/5335 [00:38<00:24, 86.30it/s]\n3239 28.4426 : 61%|██████ | 3239/5335 [00:38<00:24, 86.30it/s]\n3239 28.4426 : 61%|██████ | 3251/5335 [00:38<00:22, 93.95it/s]\n3259 33.3945 : 61%|██████ | 3251/5335 [00:38<00:22, 93.95it/s]\n3259 33.3945 : 61%|██████ | 3263/5335 [00:38<00:20, 99.75it/s]\n3259 33.3945 : 61%|██████▏ | 3274/5335 [00:38<00:20, 102.57it/s]\n3279 32.9767 : 61%|██████▏ | 3274/5335 [00:38<00:20, 102.57it/s]\n3279 32.9767 : 62%|██████▏ | 3286/5335 [00:38<00:19, 105.58it/s]\n3279 32.9767 : 62%|██████▏ | 3297/5335 [00:39<00:19, 105.75it/s]\n3299 27.7654 : 62%|██████▏ | 3297/5335 [00:39<00:19, 105.75it/s]\n3299 27.7654 : 62%|██████▏ | 3308/5335 [00:39<00:20, 100.53it/s]\n3299 27.7654 : 62%|██████▏ | 3319/5335 [00:39<00:22, 90.02it/s]\n3319 22.3507 : 62%|██████▏ | 3319/5335 [00:39<00:22, 90.02it/s]\n3319 22.3507 : 62%|██████▏ | 3329/5335 [00:39<00:25, 79.39it/s]\n3319 22.3507 : 63%|██████▎ | 3338/5335 [00:39<00:27, 72.33it/s]\n3339 21.7272 : 63%|██████▎ | 3338/5335 [00:39<00:27, 72.33it/s]\n3339 21.7272 : 63%|██████▎ | 3346/5335 [00:39<00:28, 70.23it/s]\n3339 21.7272 : 63%|██████▎ | 3354/5335 [00:39<00:27, 71.09it/s]\n3359 35.3930 : 63%|██████▎ | 3354/5335 [00:39<00:27, 71.09it/s]\n3359 35.3930 : 63%|██████▎ | 3364/5335 [00:39<00:25, 76.60it/s]\n3359 35.3930 : 63%|██████▎ | 3374/5335 [00:40<00:24, 81.29it/s]\n3379 28.9411 : 63%|██████▎ | 3374/5335 [00:40<00:24, 81.29it/s]\n3379 28.9411 : 63%|██████▎ | 3385/5335 [00:40<00:22, 87.35it/s]\n3379 28.9411 : 64%|██████▎ | 3396/5335 [00:40<00:20, 92.82it/s]\n3399 34.7411 : 64%|██████▎ | 3396/5335 [00:40<00:20, 92.82it/s]\n3399 34.7411 : 64%|██████▍ | 3408/5335 [00:40<00:19, 98.29it/s]\n3399 34.7411 : 64%|██████▍ | 3419/5335 [00:40<00:18, 101.19it/s]\n3419 33.8676 : 64%|██████▍ | 3419/5335 [00:40<00:18, 101.19it/s]\n3419 33.8676 : 64%|██████▍ | 3430/5335 [00:40<00:18, 103.50it/s]\n3439 29.5170 : 64%|██████▍ | 3430/5335 [00:40<00:18, 103.50it/s]\n3439 29.5170 : 64%|██████▍ | 3441/5335 [00:40<00:18, 104.82it/s]\n3439 29.5170 : 65%|██████▍ | 3452/5335 [00:40<00:18, 103.50it/s]\n3459 27.2813 : 65%|██████▍ | 3452/5335 [00:40<00:18, 103.50it/s]\n3459 27.2813 : 65%|██████▍ | 3463/5335 [00:40<00:19, 95.82it/s]\n3459 27.2813 : 65%|██████▌ | 3473/5335 [00:41<00:21, 84.96it/s]\n3479 23.4585 : 65%|██████▌ | 3473/5335 [00:41<00:21, 84.96it/s]\n3479 23.4585 : 65%|██████▌ | 3482/5335 [00:41<00:24, 75.11it/s]\n3479 23.4585 : 65%|██████▌ | 3490/5335 [00:41<00:26, 69.48it/s]\n3479 23.4585 : 66%|██████▌ | 3498/5335 [00:41<00:27, 67.31it/s]\n3499 25.9485 : 66%|██████▌ | 3498/5335 [00:41<00:27, 67.31it/s]\n3499 25.9485 : 66%|██████▌ | 3505/5335 [00:41<00:27, 67.77it/s]\n3499 25.9485 : 66%|██████▌ | 3514/5335 [00:41<00:25, 71.25it/s]\n3519 33.2452 : 66%|██████▌ | 3514/5335 [00:41<00:25, 71.25it/s]\n3519 33.2452 : 66%|██████▌ | 3522/5335 [00:41<00:24, 73.34it/s]\n3519 33.2452 : 66%|██████▌ | 3531/5335 [00:41<00:23, 77.20it/s]\n3539 30.9585 : 66%|██████▌ | 3531/5335 [00:42<00:23, 77.20it/s]\n3539 30.9585 : 66%|██████▋ | 3541/5335 [00:42<00:21, 81.92it/s]\n3539 30.9585 : 67%|██████▋ | 3551/5335 [00:42<00:20, 86.21it/s]\n3559 34.0262 : 67%|██████▋ | 3551/5335 [00:42<00:20, 86.21it/s]\n3559 34.0262 : 67%|██████▋ | 3561/5335 [00:42<00:19, 89.78it/s]\n3559 34.0262 : 67%|██████▋ | 3571/5335 [00:42<00:19, 91.86it/s]\n3579 31.7182 : 67%|██████▋ | 3571/5335 [00:42<00:19, 91.86it/s]\n3579 31.7182 : 67%|██████▋ | 3581/5335 [00:42<00:18, 93.74it/s]\n3579 31.7182 : 67%|██████▋ | 3591/5335 [00:42<00:18, 95.42it/s]\n3599 31.5945 : 67%|██████▋ | 3591/5335 [00:42<00:18, 95.42it/s]\n3599 31.5945 : 67%|██████▋ | 3601/5335 [00:42<00:18, 94.28it/s]\n3599 31.5945 : 68%|██████▊ | 3611/5335 [00:42<00:19, 88.88it/s]\n3619 28.5362 : 68%|██████▊ | 3611/5335 [00:42<00:19, 88.88it/s]\n3619 28.5362 : 68%|██████▊ | 3620/5335 [00:42<00:21, 80.69it/s]\n3619 28.5362 : 68%|██████▊ | 3629/5335 [00:43<00:23, 71.24it/s]\n3619 28.5362 : 68%|██████▊ | 3637/5335 [00:43<00:26, 65.18it/s]\n3639 27.6541 : 68%|██████▊ | 3637/5335 [00:43<00:26, 65.18it/s]\n3639 27.6541 : 68%|██████▊ | 3644/5335 [00:43<00:27, 60.80it/s]\n3639 27.6541 : 68%|██████▊ | 3651/5335 [00:43<00:28, 59.34it/s]\n3639 27.6541 : 69%|██████▊ | 3658/5335 [00:43<00:27, 60.04it/s]\n3659 21.5922 : 69%|██████▊ | 3658/5335 [00:43<00:27, 60.04it/s]\n3659 21.5922 : 69%|██████▊ | 3666/5335 [00:43<00:26, 63.10it/s]\n3659 21.5922 : 69%|██████▉ | 3673/5335 [00:43<00:25, 64.32it/s]\n3679 34.2294 : 69%|██████▉ | 3673/5335 [00:43<00:25, 64.32it/s]\n3679 34.2294 : 69%|██████▉ | 3680/5335 [00:43<00:25, 65.76it/s]\n3679 34.2294 : 69%|██████▉ | 3688/5335 [00:44<00:23, 69.39it/s]\n3679 34.2294 : 69%|██████▉ | 3697/5335 [00:44<00:22, 72.78it/s]\n3699 27.4533 : 69%|██████▉ | 3697/5335 [00:44<00:22, 72.78it/s]\n3699 27.4533 : 69%|██████▉ | 3706/5335 [00:44<00:21, 76.08it/s]\n3699 27.4533 : 70%|██████▉ | 3715/5335 [00:44<00:20, 79.12it/s]\n3719 35.1087 : 70%|██████▉ | 3715/5335 [00:44<00:20, 79.12it/s]\n3719 35.1087 : 70%|██████▉ | 3724/5335 [00:44<00:20, 79.78it/s]\n3719 35.1087 : 70%|██████▉ | 3733/5335 [00:44<00:19, 80.89it/s]\n3739 33.0326 : 70%|██████▉ | 3733/5335 [00:44<00:19, 80.89it/s]\n3739 33.0326 : 70%|███████ | 3742/5335 [00:44<00:19, 81.96it/s]\n3739 33.0326 : 70%|███████ | 3751/5335 [00:44<00:19, 81.46it/s]\n3759 27.3084 : 70%|███████ | 3751/5335 [00:44<00:19, 81.46it/s]\n3759 27.3084 : 70%|███████ | 3760/5335 [00:44<00:20, 77.92it/s]\n3759 27.3084 : 71%|███████ | 3768/5335 [00:45<00:21, 71.91it/s]\n3759 27.3084 : 71%|███████ | 3776/5335 [00:45<00:23, 65.18it/s]\n3779 27.3714 : 71%|███████ | 3776/5335 [00:45<00:23, 65.18it/s]\n3779 27.3714 : 71%|███████ | 3783/5335 [00:45<00:26, 58.85it/s]\n3779 27.3714 : 71%|███████ | 3790/5335 [00:45<00:28, 53.86it/s]\n3779 27.3714 : 71%|███████ | 3796/5335 [00:45<00:29, 51.89it/s]\n3799 26.0446 : 71%|███████ | 3796/5335 [00:45<00:29, 51.89it/s]\n3799 26.0446 : 71%|███████▏ | 3802/5335 [00:45<00:30, 50.87it/s]\n3799 26.0446 : 71%|███████▏ | 3808/5335 [00:45<00:29, 51.20it/s]\n3799 26.0446 : 72%|███████▏ | 3815/5335 [00:45<00:27, 54.92it/s]\n3819 20.0187 : 72%|███████▏ | 3815/5335 [00:46<00:27, 54.92it/s]\n3819 20.0187 : 72%|███████▏ | 3823/5335 [00:46<00:24, 60.73it/s]\n3819 20.0187 : 72%|███████▏ | 3832/5335 [00:46<00:22, 66.44it/s]\n3839 28.3873 : 72%|███████▏ | 3832/5335 [00:46<00:22, 66.44it/s]\n3839 28.3873 : 72%|███████▏ | 3841/5335 [00:46<00:20, 71.20it/s]\n3839 28.3873 : 72%|███████▏ | 3852/5335 [00:46<00:18, 80.26it/s]\n3859 26.7115 : 72%|███████▏ | 3852/5335 [00:46<00:18, 80.26it/s]\n3859 26.7115 : 72%|███████▏ | 3864/5335 [00:46<00:16, 89.82it/s]\n3859 26.7115 : 73%|███████▎ | 3876/5335 [00:46<00:14, 97.76it/s]\n3879 20.8873 : 73%|███████▎ | 3876/5335 [00:46<00:14, 97.76it/s]\n3879 20.8873 : 73%|███████▎ | 3888/5335 [00:46<00:14, 103.29it/s]\n3899 26.8005 : 73%|███████▎ | 3888/5335 [00:46<00:14, 103.29it/s]\n3899 26.8005 : 73%|███████▎ | 3900/5335 [00:46<00:13, 106.37it/s]\n3899 26.8005 : 73%|███████▎ | 3912/5335 [00:46<00:13, 108.38it/s]\n3919 23.6117 : 73%|███████▎ | 3912/5335 [00:47<00:13, 108.38it/s]\n3919 23.6117 : 74%|███████▎ | 3923/5335 [00:47<00:13, 108.08it/s]\n3919 23.6117 : 74%|███████▎ | 3934/5335 [00:47<00:13, 104.28it/s]\n3939 21.7588 : 74%|███████▎ | 3934/5335 [00:47<00:13, 104.28it/s]\n3939 21.7588 : 74%|███████▍ | 3945/5335 [00:47<00:14, 96.54it/s]\n3939 21.7588 : 74%|███████▍ | 3955/5335 [00:47<00:15, 90.04it/s]\n3959 27.2690 : 74%|███████▍ | 3955/5335 [00:47<00:15, 90.04it/s]\n3959 27.2690 : 74%|███████▍ | 3965/5335 [00:47<00:15, 87.13it/s]\n3959 27.2690 : 75%|███████▍ | 3975/5335 [00:47<00:15, 88.55it/s]\n3979 31.5161 : 75%|███████▍ | 3975/5335 [00:47<00:15, 88.55it/s]\n3979 31.5161 : 75%|███████▍ | 3985/5335 [00:47<00:14, 91.51it/s]\n3979 31.5161 : 75%|███████▍ | 3996/5335 [00:47<00:13, 95.96it/s]\n3999 30.9707 : 75%|███████▍ | 3996/5335 [00:47<00:13, 95.96it/s]\n3999 30.9707 : 75%|███████▌ | 4009/5335 [00:47<00:12, 103.53it/s]\n4019 30.4457 : 75%|███████▌ | 4009/5335 [00:48<00:12, 103.53it/s]\n4019 30.4457 : 75%|███████▌ | 4023/5335 [00:48<00:11, 112.98it/s]\n4019 30.4457 : 76%|███████▌ | 4037/5335 [00:48<00:10, 120.48it/s]\n4039 30.9510 : 76%|███████▌ | 4037/5335 [00:48<00:10, 120.48it/s]\n4039 30.9510 : 76%|███████▌ | 4051/5335 [00:48<00:10, 124.61it/s]\n4059 30.7721 : 76%|███████▌ | 4051/5335 [00:48<00:10, 124.61it/s]\n4059 30.7721 : 76%|███████▌ | 4064/5335 [00:48<00:10, 125.82it/s]\n4059 30.7721 : 76%|███████▋ | 4077/5335 [00:48<00:09, 126.42it/s]\n4079 28.9304 : 76%|███████▋ | 4077/5335 [00:48<00:09, 126.42it/s]\n4079 28.9304 : 77%|███████▋ | 4090/5335 [00:48<00:10, 120.52it/s]\n4099 27.0451 : 77%|███████▋ | 4090/5335 [00:48<00:10, 120.52it/s]\n4099 27.0451 : 77%|███████▋ | 4103/5335 [00:48<00:11, 111.33it/s]\n4099 27.0451 : 77%|███████▋ | 4115/5335 [00:48<00:11, 105.00it/s]\n4119 30.7522 : 77%|███████▋ | 4115/5335 [00:48<00:11, 105.00it/s]\n4119 30.7522 : 77%|███████▋ | 4126/5335 [00:48<00:12, 99.08it/s]\n4119 30.7522 : 78%|███████▊ | 4137/5335 [00:49<00:12, 98.07it/s]\n4139 30.1395 : 78%|███████▊ | 4137/5335 [00:49<00:12, 98.07it/s]\n4139 30.1395 : 78%|███████▊ | 4147/5335 [00:49<00:12, 98.42it/s]\n4139 30.1395 : 78%|███████▊ | 4159/5335 [00:49<00:11, 103.75it/s]\n4159 30.2912 : 78%|███████▊ | 4159/5335 [00:49<00:11, 103.75it/s]\n4159 30.2912 : 78%|███████▊ | 4173/5335 [00:49<00:10, 111.60it/s]\n4179 33.7560 : 78%|███████▊ | 4173/5335 [00:49<00:10, 111.60it/s]\n4179 33.7560 : 78%|███████▊ | 4187/5335 [00:49<00:09, 117.23it/s]\n4199 31.7606 : 78%|███████▊ | 4187/5335 [00:49<00:09, 117.23it/s]\n4199 31.7606 : 79%|███████▊ | 4200/5335 [00:49<00:09, 120.80it/s]\n4199 31.7606 : 79%|███████▉ | 4213/5335 [00:49<00:09, 123.15it/s]\n4219 29.0405 : 79%|███████▉ | 4213/5335 [00:49<00:09, 123.15it/s]\n4219 29.0405 : 79%|███████▉ | 4226/5335 [00:49<00:08, 123.33it/s]\n4219 29.0405 : 79%|███████▉ | 4239/5335 [00:49<00:09, 119.09it/s]\n4239 28.3478 : 79%|███████▉ | 4239/5335 [00:49<00:09, 119.09it/s]\n4239 28.3478 : 80%|███████▉ | 4251/5335 [00:50<00:09, 110.48it/s]\n4259 26.9157 : 80%|███████▉ | 4251/5335 [00:50<00:09, 110.48it/s]\n4259 26.9157 : 80%|███████▉ | 4263/5335 [00:50<00:10, 103.23it/s]\n4259 26.9157 : 80%|████████ | 4274/5335 [00:50<00:10, 96.47it/s]\n4279 29.8259 : 80%|████████ | 4274/5335 [00:50<00:10, 96.47it/s]\n4279 29.8259 : 80%|████████ | 4284/5335 [00:50<00:11, 91.61it/s]\n4279 29.8259 : 80%|████████ | 4294/5335 [00:50<00:11, 90.52it/s]\n4299 27.8094 : 80%|████████ | 4294/5335 [00:50<00:11, 90.52it/s]\n4299 27.8094 : 81%|████████ | 4305/5335 [00:50<00:11, 93.47it/s]\n4299 27.8094 : 81%|████████ | 4316/5335 [00:50<00:10, 97.84it/s]\n4319 28.9076 : 81%|████████ | 4316/5335 [00:50<00:10, 97.84it/s]\n4319 28.9076 : 81%|████████ | 4328/5335 [00:50<00:09, 102.46it/s]\n4339 29.9015 : 81%|████████ | 4328/5335 [00:51<00:09, 102.46it/s]\n4339 29.9015 : 81%|████████▏ | 4340/5335 [00:51<00:09, 105.39it/s]\n4339 29.9015 : 82%|████████▏ | 4352/5335 [00:51<00:09, 108.05it/s]\n4359 30.0752 : 82%|████████▏ | 4352/5335 [00:51<00:09, 108.05it/s]\n4359 30.0752 : 82%|████████▏ | 4363/5335 [00:51<00:08, 108.44it/s]\n4359 30.0752 : 82%|████████▏ | 4374/5335 [00:51<00:08, 107.76it/s]\n4379 26.7465 : 82%|████████▏ | 4374/5335 [00:51<00:08, 107.76it/s]\n4379 26.7465 : 82%|████████▏ | 4385/5335 [00:51<00:08, 105.76it/s]\n4379 26.7465 : 82%|████████▏ | 4396/5335 [00:51<00:09, 97.46it/s]\n4399 25.1576 : 82%|████████▏ | 4396/5335 [00:51<00:09, 97.46it/s]\n4399 25.1576 : 83%|████████▎ | 4406/5335 [00:51<00:10, 89.29it/s]\n4399 25.1576 : 83%|████████▎ | 4416/5335 [00:51<00:10, 84.36it/s]\n4419 19.2136 : 83%|████████▎ | 4416/5335 [00:51<00:10, 84.36it/s]\n4419 19.2136 : 83%|████████▎ | 4426/5335 [00:51<00:10, 87.35it/s]\n4419 19.2136 : 83%|████████▎ | 4439/5335 [00:52<00:09, 96.98it/s]\n4439 32.2755 : 83%|████████▎ | 4439/5335 [00:52<00:09, 96.98it/s]\n4439 32.2755 : 83%|████████▎ | 4453/5335 [00:52<00:08, 107.55it/s]\n4459 28.1054 : 83%|████████▎ | 4453/5335 [00:52<00:08, 107.55it/s]\n4459 28.1054 : 84%|████████▎ | 4468/5335 [00:52<00:07, 118.99it/s]\n4479 34.0808 : 84%|████████▎ | 4468/5335 [00:52<00:07, 118.99it/s]\n4479 34.0808 : 84%|████████▍ | 4484/5335 [00:52<00:06, 130.02it/s]\n4499 32.9878 : 84%|████████▍ | 4484/5335 [00:52<00:06, 130.02it/s]\n4499 32.9878 : 84%|████████▍ | 4500/5335 [00:52<00:06, 137.43it/s]\n4499 32.9878 : 85%|████████▍ | 4516/5335 [00:52<00:05, 142.09it/s]\n4519 30.7387 : 85%|████████▍ | 4516/5335 [00:52<00:05, 142.09it/s]\n4519 30.7387 : 85%|████████▍ | 4531/5335 [00:52<00:05, 144.07it/s]\n4539 28.8486 : 85%|████████▍ | 4531/5335 [00:52<00:05, 144.07it/s]\n4539 28.8486 : 85%|████████▌ | 4546/5335 [00:52<00:05, 138.95it/s]\n4559 29.2155 : 85%|████████▌ | 4546/5335 [00:52<00:05, 138.95it/s]\n4559 29.2155 : 85%|████████▌ | 4560/5335 [00:52<00:06, 128.54it/s]\n4559 29.2155 : 86%|████████▌ | 4574/5335 [00:53<00:06, 122.25it/s]\n4579 29.4140 : 86%|████████▌ | 4574/5335 [00:53<00:06, 122.25it/s]\n4579 29.4140 : 86%|████████▌ | 4589/5335 [00:53<00:05, 129.13it/s]\n4599 32.3805 : 86%|████████▌ | 4589/5335 [00:53<00:05, 129.13it/s]\n4599 32.3805 : 86%|████████▋ | 4606/5335 [00:53<00:05, 138.46it/s]\n4619 35.4491 : 86%|████████▋ | 4606/5335 [00:53<00:05, 138.46it/s]\n4619 35.4491 : 87%|████████▋ | 4625/5335 [00:53<00:04, 151.03it/s]\n4639 31.3509 : 87%|████████▋ | 4625/5335 [00:53<00:04, 151.03it/s]\n4639 31.3509 : 87%|████████▋ | 4644/5335 [00:53<00:04, 161.54it/s]\n4659 33.7514 : 87%|████████▋ | 4644/5335 [00:53<00:04, 161.54it/s]\n4659 33.7514 : 87%|████████▋ | 4663/5335 [00:53<00:03, 168.23it/s]\n4679 32.5279 : 87%|████████▋ | 4663/5335 [00:53<00:03, 168.23it/s]\n4679 32.5279 : 88%|████████▊ | 4682/5335 [00:53<00:03, 172.40it/s]\n4699 31.3032 : 88%|████████▊ | 4682/5335 [00:53<00:03, 172.40it/s]\n4699 31.3032 : 88%|████████▊ | 4700/5335 [00:53<00:03, 167.55it/s]\n4699 31.3032 : 88%|████████▊ | 4717/5335 [00:53<00:03, 155.90it/s]\n4719 32.6318 : 88%|████████▊ | 4717/5335 [00:53<00:03, 155.90it/s]\n4719 32.6318 : 89%|████████▊ | 4733/5335 [00:54<00:04, 139.80it/s]\n4739 33.1836 : 89%|████████▊ | 4733/5335 [00:54<00:04, 139.80it/s]\n4739 33.1836 : 89%|████████▉ | 4748/5335 [00:54<00:04, 125.50it/s]\n4759 31.6462 : 89%|████████▉ | 4748/5335 [00:54<00:04, 125.50it/s]\n4759 31.6462 : 89%|████████▉ | 4762/5335 [00:54<00:04, 121.87it/s]\n4759 31.6462 : 90%|████████▉ | 4775/5335 [00:54<00:04, 123.09it/s]\n4779 34.0765 : 90%|████████▉ | 4775/5335 [00:54<00:04, 123.09it/s]\n4779 34.0765 : 90%|████████▉ | 4789/5335 [00:54<00:04, 125.15it/s]\n4799 33.9596 : 90%|████████▉ | 4789/5335 [00:54<00:04, 125.15it/s]\n4799 33.9596 : 90%|█████████ | 4803/5335 [00:54<00:04, 127.30it/s]\n4799 33.9596 : 90%|█████████ | 4816/5335 [00:54<00:04, 127.59it/s]\n4819 32.3593 : 90%|█████████ | 4816/5335 [00:54<00:04, 127.59it/s]\n4819 32.3593 : 91%|█████████ | 4829/5335 [00:54<00:04, 126.11it/s]\n4839 28.5406 : 91%|█████████ | 4829/5335 [00:54<00:04, 126.11it/s]\n4839 28.5406 : 91%|█████████ | 4842/5335 [00:54<00:04, 122.43it/s]\n4839 28.5406 : 91%|█████████ | 4855/5335 [00:55<00:04, 113.93it/s]\n4859 27.4662 : 91%|█████████ | 4855/5335 [00:55<00:04, 113.93it/s]\n4859 27.4662 : 91%|█████████ | 4867/5335 [00:55<00:04, 104.14it/s]\n4859 27.4662 : 91%|█████████▏| 4878/5335 [00:55<00:04, 98.84it/s]\n4879 31.3735 : 91%|█████████▏| 4878/5335 [00:55<00:04, 98.84it/s]\n4879 31.3735 : 92%|█████████▏| 4889/5335 [00:55<00:04, 90.73it/s]\n4879 31.3735 : 92%|█████████▏| 4899/5335 [00:55<00:05, 86.88it/s]\n4899 27.7542 : 92%|█████████▏| 4899/5335 [00:55<00:05, 86.88it/s]\n4899 27.7542 : 92%|█████████▏| 4908/5335 [00:55<00:04, 87.27it/s]\n4899 27.7542 : 92%|█████████▏| 4918/5335 [00:55<00:04, 88.85it/s]\n4919 29.0983 : 92%|█████████▏| 4918/5335 [00:55<00:04, 88.85it/s]\n4919 29.0983 : 92%|█████████▏| 4929/5335 [00:55<00:04, 91.98it/s]\n4919 29.0983 : 93%|█████████▎| 4939/5335 [00:56<00:04, 93.53it/s]\n4939 30.0337 : 93%|█████████▎| 4939/5335 [00:56<00:04, 93.53it/s]\n4939 30.0337 : 93%|█████████▎| 4949/5335 [00:56<00:04, 95.31it/s]\n4959 31.5944 : 93%|█████████▎| 4949/5335 [00:56<00:04, 95.31it/s]\n4959 31.5944 : 93%|█████████▎| 4960/5335 [00:56<00:03, 96.89it/s]\n4959 31.5944 : 93%|█████████▎| 4970/5335 [00:56<00:03, 97.47it/s]\n4979 28.0230 : 93%|█████████▎| 4970/5335 [00:56<00:03, 97.47it/s]\n4979 28.0230 : 93%|█████████▎| 4980/5335 [00:56<00:03, 94.57it/s]\n4979 28.0230 : 94%|█████████▎| 4990/5335 [00:56<00:03, 89.42it/s]\n4999 30.3382 : 94%|█████████▎| 4990/5335 [00:56<00:03, 89.42it/s]\n4999 30.3382 : 94%|█████████▎| 5000/5335 [00:56<00:04, 81.06it/s]\n4999 30.3382 : 94%|█████████▍| 5009/5335 [00:56<00:04, 74.73it/s]\n4999 30.3382 : 94%|█████████▍| 5017/5335 [00:57<00:04, 69.14it/s]\n5019 29.9151 : 94%|█████████▍| 5017/5335 [00:57<00:04, 69.14it/s]\n5019 29.9151 : 94%|█████████▍| 5025/5335 [00:57<00:04, 66.42it/s]\n5019 29.9151 : 94%|█████████▍| 5032/5335 [00:57<00:04, 67.06it/s]\n5039 33.5161 : 94%|█████████▍| 5032/5335 [00:57<00:04, 67.06it/s]\n5039 33.5161 : 95%|█████████▍| 5042/5335 [00:57<00:03, 73.72it/s]\n5039 33.5161 : 95%|█████████▍| 5052/5335 [00:57<00:03, 80.24it/s]\n5059 31.3634 : 95%|█████████▍| 5052/5335 [00:57<00:03, 80.24it/s]\n5059 31.3634 : 95%|█████████▍| 5064/5335 [00:57<00:03, 88.89it/s]\n5059 31.3634 : 95%|█████████▌| 5076/5335 [00:57<00:02, 96.63it/s]\n5079 36.2020 : 95%|█████████▌| 5076/5335 [00:57<00:02, 96.63it/s]\n5079 36.2020 : 95%|█████████▌| 5089/5335 [00:57<00:02, 104.07it/s]\n5099 32.6327 : 95%|█████████▌| 5089/5335 [00:57<00:02, 104.07it/s]\n5099 32.6327 : 96%|█████████▌| 5101/5335 [00:57<00:02, 108.49it/s]\n5099 32.6327 : 96%|█████████▌| 5114/5335 [00:58<00:01, 112.80it/s]\n5119 32.7295 : 96%|█████████▌| 5114/5335 [00:58<00:01, 112.80it/s]\n5119 32.7295 : 96%|█████████▌| 5126/5335 [00:58<00:01, 113.63it/s]\n5119 32.7295 : 96%|█████████▋| 5138/5335 [00:58<00:01, 112.01it/s]\n5139 27.8851 : 96%|█████████▋| 5138/5335 [00:58<00:01, 112.01it/s]\n5139 27.8851 : 97%|█████████▋| 5150/5335 [00:58<00:01, 105.87it/s]\n5159 30.6766 : 97%|█████████▋| 5150/5335 [00:58<00:01, 105.87it/s]\n5159 30.6766 : 97%|█████████▋| 5161/5335 [00:58<00:01, 96.71it/s]\n5159 30.6766 : 97%|█████████▋| 5171/5335 [00:58<00:01, 89.48it/s]\n5179 30.8259 : 97%|█████████▋| 5171/5335 [00:58<00:01, 89.48it/s]\n5179 30.8259 : 97%|█████████▋| 5181/5335 [00:58<00:01, 84.61it/s]\n5179 30.8259 : 97%|█████████▋| 5192/5335 [00:58<00:01, 90.03it/s]\n5199 34.9165 : 97%|█████████▋| 5192/5335 [00:58<00:01, 90.03it/s]\n5199 34.9165 : 98%|█████████▊| 5204/5335 [00:58<00:01, 97.02it/s]\n5199 34.9165 : 98%|█████████▊| 5217/5335 [00:59<00:01, 105.62it/s]\n5219 31.8695 : 98%|█████████▊| 5217/5335 [00:59<00:01, 105.62it/s]\n5219 31.8695 : 98%|█████████▊| 5232/5335 [00:59<00:00, 116.63it/s]\n5239 36.0428 : 98%|█████████▊| 5232/5335 [00:59<00:00, 116.63it/s]\n5239 36.0428 : 98%|█████████▊| 5247/5335 [00:59<00:00, 124.95it/s]\n5259 33.7119 : 98%|█████████▊| 5247/5335 [00:59<00:00, 124.95it/s]\n5259 33.7119 : 99%|█████████▊| 5262/5335 [00:59<00:00, 131.87it/s]\n5259 33.7119 : 99%|█████████▉| 5278/5335 [00:59<00:00, 137.27it/s]\n5279 29.5367 : 99%|█████████▉| 5278/5335 [00:59<00:00, 137.27it/s]\n5279 29.5367 : 99%|█████████▉| 5292/5335 [00:59<00:00, 136.46it/s]\n5299 30.5997 : 99%|█████████▉| 5292/5335 [00:59<00:00, 136.46it/s]\n5299 30.5997 : 99%|█████████▉| 5306/5335 [00:59<00:00, 129.34it/s]\n5319 28.9819 : 99%|█████████▉| 5306/5335 [00:59<00:00, 129.34it/s]\n5319 28.9819 : 100%|█████████▉| 5320/5335 [00:59<00:00, 118.24it/s]\n5319 28.9819 : 100%|█████████▉| 5333/5335 [00:59<00:00, 109.96it/s]\n5319 28.9819 : 100%|██████████| 5335/5335 [01:00<00:00, 88.91it/s]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 1\n epoch_size: 26671680\n batches_per_epoch: 5335\n batch_size: 5000\n optim_type: 'ray'\n\n 0%| | 0/5335 [00:00<?, ?it/s]\n 0%| | 3/5335 [00:00<03:03, 29.13it/s]\n 0%| | 6/5335 [00:00<03:13, 27.54it/s]\n 0%| | 11/5335 [00:00<02:30, 35.41it/s]\n 0%| | 16/5335 [00:00<02:13, 39.94it/s]\n5354 20.5968 : 0%| | 16/5335 [00:00<02:13, 39.94it/s]\n5354 20.5968 : 0%| | 21/5335 [00:00<02:02, 43.36it/s]\n5354 20.5968 : 1%| | 27/5335 [00:00<01:54, 46.34it/s]\n5354 20.5968 : 1%| | 33/5335 [00:00<01:49, 48.24it/s]\n5354 20.5968 : 1%| | 39/5335 [00:00<01:44, 50.89it/s]\n5374 23.1651 : 1%| | 39/5335 [00:00<01:44, 50.89it/s]\n5374 23.1651 : 1%| | 46/5335 [00:00<01:35, 55.43it/s]\n5374 23.1651 : 1%| | 54/5335 [00:01<01:26, 60.72it/s]\n5394 25.8812 : 1%| | 54/5335 [00:01<01:26, 60.72it/s]\n5394 25.8812 : 1%| | 62/5335 [00:01<01:21, 64.56it/s]\n5394 25.8812 : 1%|▏ | 70/5335 [00:01<01:17, 68.03it/s]\n5394 25.8812 : 1%|▏ | 78/5335 [00:01<01:14, 70.46it/s]\n5414 27.3800 : 1%|▏ | 78/5335 [00:01<01:14, 70.46it/s]\n5414 27.3800 : 2%|▏ | 86/5335 [00:01<01:12, 72.40it/s]\n5414 27.3800 : 2%|▏ | 94/5335 [00:01<01:10, 74.03it/s]\n5434 29.0764 : 2%|▏ | 94/5335 [00:01<01:10, 74.03it/s]\n5434 29.0764 : 2%|▏ | 102/5335 [00:01<01:09, 75.17it/s]\n5434 29.0764 : 2%|▏ | 110/5335 [00:01<01:08, 75.95it/s]\n5434 29.0764 : 2%|▏ | 118/5335 [00:01<01:09, 74.59it/s]\n5454 23.5936 : 2%|▏ | 118/5335 [00:01<01:09, 74.59it/s]\n5454 23.5936 : 2%|▏ | 126/5335 [00:02<01:14, 70.23it/s]\n5454 23.5936 : 3%|▎ | 134/5335 [00:02<01:19, 65.08it/s]\n5474 21.7401 : 3%|▎ | 134/5335 [00:02<01:19, 65.08it/s]\n5474 21.7401 : 3%|▎ | 141/5335 [00:02<01:25, 60.71it/s]\n5474 21.7401 : 3%|▎ | 148/5335 [00:02<01:28, 58.91it/s]\n5474 21.7401 : 3%|▎ | 154/5335 [00:02<01:28, 58.25it/s]\n5494 26.4560 : 3%|▎ | 154/5335 [00:02<01:28, 58.25it/s]\n5494 26.4560 : 3%|▎ | 161/5335 [00:02<01:27, 59.31it/s]\n5494 26.4560 : 3%|▎ | 167/5335 [00:02<01:27, 59.24it/s]\n5494 26.4560 : 3%|▎ | 174/5335 [00:02<01:26, 59.98it/s]\n5514 27.4164 : 3%|▎ | 174/5335 [00:02<01:26, 59.98it/s]\n5514 27.4164 : 3%|▎ | 181/5335 [00:03<01:24, 61.33it/s]\n5514 27.4164 : 4%|▎ | 188/5335 [00:03<01:22, 62.74it/s]\n5514 27.4164 : 4%|▎ | 196/5335 [00:03<01:16, 67.03it/s]\n5534 29.8806 : 4%|▎ | 196/5335 [00:03<01:16, 67.03it/s]\n5534 29.8806 : 4%|▍ | 205/5335 [00:03<01:10, 72.88it/s]\n5534 29.8806 : 4%|▍ | 215/5335 [00:03<01:03, 80.53it/s]\n5554 27.9954 : 4%|▍ | 215/5335 [00:03<01:03, 80.53it/s]\n5554 27.9954 : 4%|▍ | 225/5335 [00:03<00:59, 85.64it/s]\n5554 27.9954 : 4%|▍ | 236/5335 [00:03<00:56, 90.01it/s]\n5574 32.5517 : 4%|▍ | 236/5335 [00:03<00:56, 90.01it/s]\n5574 32.5517 : 5%|▍ | 246/5335 [00:03<00:55, 91.07it/s]\n5574 32.5517 : 5%|▍ | 256/5335 [00:03<00:55, 91.82it/s]\n5594 28.2223 : 5%|▍ | 256/5335 [00:03<00:55, 91.82it/s]\n5594 28.2223 : 5%|▍ | 266/5335 [00:03<00:54, 92.19it/s]\n5594 28.2223 : 5%|▌ | 276/5335 [00:04<00:57, 88.23it/s]\n5614 29.8894 : 5%|▌ | 276/5335 [00:04<00:57, 88.23it/s]\n5614 29.8894 : 5%|▌ | 285/5335 [00:04<01:01, 82.25it/s]\n5614 29.8894 : 6%|▌ | 294/5335 [00:04<01:05, 76.91it/s]\n5634 27.1496 : 6%|▌ | 294/5335 [00:04<01:05, 76.91it/s]\n5634 27.1496 : 6%|▌ | 302/5335 [00:04<01:09, 72.93it/s]\n5634 27.1496 : 6%|▌ | 310/5335 [00:04<01:12, 68.93it/s]\n5634 27.1496 : 6%|▌ | 317/5335 [00:04<01:18, 63.70it/s]\n5654 27.8701 : 6%|▌ | 317/5335 [00:04<01:18, 63.70it/s]\n5654 27.8701 : 6%|▌ | 324/5335 [00:04<01:23, 59.91it/s]\n5654 27.8701 : 6%|▌ | 331/5335 [00:04<01:24, 59.38it/s]\n5654 27.8701 : 6%|▋ | 337/5335 [00:05<01:24, 59.07it/s]\n5674 26.5995 : 6%|▋ | 337/5335 [00:05<01:24, 59.07it/s]\n5674 26.5995 : 6%|▋ | 344/5335 [00:05<01:22, 60.77it/s]\n5674 26.5995 : 7%|▋ | 352/5335 [00:05<01:16, 65.44it/s]\n5694 32.9213 : 7%|▋ | 352/5335 [00:05<01:16, 65.44it/s]\n5694 32.9213 : 7%|▋ | 361/5335 [00:05<01:09, 71.37it/s]\n5694 32.9213 : 7%|▋ | 371/5335 [00:05<01:04, 77.44it/s]\n5714 31.7328 : 7%|▋ | 371/5335 [00:05<01:04, 77.44it/s]\n5714 31.7328 : 7%|▋ | 381/5335 [00:05<01:00, 81.27it/s]\n5714 31.7328 : 7%|▋ | 391/5335 [00:05<00:58, 84.09it/s]\n5734 30.4756 : 7%|▋ | 391/5335 [00:05<00:58, 84.09it/s]\n5734 30.4756 : 7%|▋ | 400/5335 [00:05<00:58, 84.82it/s]\n5734 30.4756 : 8%|▊ | 409/5335 [00:05<00:57, 86.22it/s]\n5734 30.4756 : 8%|▊ | 418/5335 [00:06<00:57, 85.70it/s]\n5754 27.8034 : 8%|▊ | 418/5335 [00:06<00:57, 85.70it/s]\n5754 27.8034 : 8%|▊ | 427/5335 [00:06<00:59, 82.26it/s]\n5754 27.8034 : 8%|▊ | 436/5335 [00:06<01:03, 77.25it/s]\n5774 25.8549 : 8%|▊ | 436/5335 [00:06<01:03, 77.25it/s]\n5774 25.8549 : 8%|▊ | 444/5335 [00:06<01:07, 72.58it/s]\n5774 25.8549 : 8%|▊ | 452/5335 [00:06<01:11, 68.57it/s]\n5774 25.8549 : 9%|▊ | 459/5335 [00:06<01:14, 65.17it/s]\n5794 26.0979 : 9%|▊ | 459/5335 [00:06<01:14, 65.17it/s]\n5794 26.0979 : 9%|▊ | 466/5335 [00:06<01:25, 56.82it/s]\n5794 26.0979 : 9%|▉ | 472/5335 [00:07<01:34, 51.55it/s]\n5794 26.0979 : 9%|▉ | 478/5335 [00:07<01:40, 48.44it/s]\n5814 25.6766 : 9%|▉ | 478/5335 [00:07<01:40, 48.44it/s]\n5814 25.6766 : 9%|▉ | 483/5335 [00:07<01:42, 47.32it/s]\n5814 25.6766 : 9%|▉ | 488/5335 [00:07<01:43, 46.97it/s]\n5814 25.6766 : 9%|▉ | 494/5335 [00:07<01:40, 48.37it/s]\n5834 29.0088 : 9%|▉ | 494/5335 [00:07<01:40, 48.37it/s]\n5834 29.0088 : 9%|▉ | 500/5335 [00:07<01:35, 50.72it/s]\n5834 29.0088 : 10%|▉ | 507/5335 [00:07<01:28, 54.67it/s]\n5834 29.0088 : 10%|▉ | 515/5335 [00:07<01:21, 59.47it/s]\n5854 32.1006 : 10%|▉ | 515/5335 [00:07<01:21, 59.47it/s]\n5854 32.1006 : 10%|▉ | 523/5335 [00:07<01:15, 63.32it/s]\n5854 32.1006 : 10%|▉ | 531/5335 [00:08<01:13, 65.77it/s]\n5854 32.1006 : 10%|█ | 539/5335 [00:08<01:10, 67.75it/s]\n5874 31.6221 : 10%|█ | 539/5335 [00:08<01:10, 67.75it/s]\n5874 31.6221 : 10%|█ | 546/5335 [00:08<01:10, 67.92it/s]\n5874 31.6221 : 10%|█ | 554/5335 [00:08<01:09, 69.01it/s]\n5894 29.3581 : 10%|█ | 554/5335 [00:08<01:09, 69.01it/s]\n5894 29.3581 : 11%|█ | 562/5335 [00:08<01:08, 70.09it/s]\n5894 29.3581 : 11%|█ | 570/5335 [00:08<01:08, 69.31it/s]\n5894 29.3581 : 11%|█ | 577/5335 [00:08<01:11, 66.77it/s]\n5914 28.1312 : 11%|█ | 577/5335 [00:08<01:11, 66.77it/s]\n5914 28.1312 : 11%|█ | 584/5335 [00:08<01:15, 62.98it/s]\n5914 28.1312 : 11%|█ | 591/5335 [00:08<01:19, 59.72it/s]\n5914 28.1312 : 11%|█ | 598/5335 [00:09<01:24, 56.30it/s]\n5934 26.0990 : 11%|█ | 598/5335 [00:09<01:24, 56.30it/s]\n5934 26.0990 : 11%|█▏ | 604/5335 [00:09<01:27, 54.27it/s]\n5934 26.0990 : 11%|█▏ | 610/5335 [00:09<01:28, 53.38it/s]\n5934 26.0990 : 12%|█▏ | 616/5335 [00:09<01:31, 51.38it/s]\n5954 24.3098 : 12%|█▏ | 616/5335 [00:09<01:31, 51.38it/s]\n5954 24.3098 : 12%|█▏ | 622/5335 [00:09<01:33, 50.60it/s]\n5954 24.3098 : 12%|█▏ | 628/5335 [00:09<01:32, 51.03it/s]\n5954 24.3098 : 12%|█▏ | 634/5335 [00:09<01:32, 50.80it/s]\n5974 30.7856 : 12%|█▏ | 634/5335 [00:09<01:32, 50.80it/s]\n5974 30.7856 : 12%|█▏ | 640/5335 [00:09<01:32, 50.94it/s]\n5974 30.7856 : 12%|█▏ | 647/5335 [00:10<01:26, 53.94it/s]\n5974 30.7856 : 12%|█▏ | 654/5335 [00:10<01:21, 57.50it/s]\n5994 32.1044 : 12%|█▏ | 654/5335 [00:10<01:21, 57.50it/s]\n5994 32.1044 : 12%|█▏ | 662/5335 [00:10<01:14, 62.53it/s]\n5994 32.1044 : 13%|█▎ | 670/5335 [00:10<01:09, 66.79it/s]\n5994 32.1044 : 13%|█▎ | 678/5335 [00:10<01:06, 69.90it/s]\n6014 29.9465 : 13%|█▎ | 678/5335 [00:10<01:06, 69.90it/s]\n6014 29.9465 : 13%|█▎ | 686/5335 [00:10<01:04, 72.64it/s]\n6014 29.9465 : 13%|█▎ | 694/5335 [00:10<01:02, 74.52it/s]\n6034 31.5404 : 13%|█▎ | 694/5335 [00:10<01:02, 74.52it/s]\n6034 31.5404 : 13%|█▎ | 702/5335 [00:10<01:01, 74.98it/s]\n6034 31.5404 : 13%|█▎ | 710/5335 [00:10<01:00, 75.83it/s]\n6034 31.5404 : 13%|█▎ | 718/5335 [00:10<01:00, 75.91it/s]\n6054 27.6382 : 13%|█▎ | 718/5335 [00:11<01:00, 75.91it/s]\n6054 27.6382 : 14%|█▎ | 726/5335 [00:11<01:02, 73.60it/s]\n6054 27.6382 : 14%|█▍ | 734/5335 [00:11<01:05, 69.94it/s]\n6074 26.9320 : 14%|█▍ | 734/5335 [00:11<01:05, 69.94it/s]\n6074 26.9320 : 14%|█▍ | 742/5335 [00:11<01:11, 64.49it/s]\n6074 26.9320 : 14%|█▍ | 749/5335 [00:11<01:16, 59.63it/s]\n6074 26.9320 : 14%|█▍ | 756/5335 [00:11<01:21, 56.17it/s]\n6094 25.2645 : 14%|█▍ | 756/5335 [00:11<01:21, 56.17it/s]\n6094 25.2645 : 14%|█▍ | 762/5335 [00:11<01:22, 55.13it/s]\n6094 25.2645 : 14%|█▍ | 768/5335 [00:11<01:21, 56.23it/s]\n6094 25.2645 : 15%|█▍ | 775/5335 [00:11<01:19, 57.65it/s]\n6114 31.3255 : 15%|█▍ | 775/5335 [00:12<01:19, 57.65it/s]\n6114 31.3255 : 15%|█▍ | 782/5335 [00:12<01:16, 59.19it/s]\n6114 31.3255 : 15%|█▍ | 789/5335 [00:12<01:14, 60.67it/s]\n6114 31.3255 : 15%|█▍ | 797/5335 [00:12<01:09, 64.88it/s]\n6134 32.0826 : 15%|█▍ | 797/5335 [00:12<01:09, 64.88it/s]\n6134 32.0826 : 15%|█▌ | 806/5335 [00:12<01:04, 70.57it/s]\n6134 32.0826 : 15%|█▌ | 816/5335 [00:12<00:58, 77.24it/s]\n6154 31.9903 : 15%|█▌ | 816/5335 [00:12<00:58, 77.24it/s]\n6154 31.9903 : 15%|█▌ | 826/5335 [00:12<00:54, 82.92it/s]\n6154 31.9903 : 16%|█▌ | 837/5335 [00:12<00:51, 88.18it/s]\n6174 35.0116 : 16%|█▌ | 837/5335 [00:12<00:51, 88.18it/s]\n6174 35.0116 : 16%|█▌ | 847/5335 [00:12<00:49, 90.59it/s]\n6174 35.0116 : 16%|█▌ | 857/5335 [00:12<00:48, 91.58it/s]\n6194 31.8840 : 16%|█▌ | 857/5335 [00:12<00:48, 91.58it/s]\n6194 31.8840 : 16%|█▋ | 867/5335 [00:13<00:48, 92.50it/s]\n6194 31.8840 : 16%|█▋ | 877/5335 [00:13<00:48, 91.42it/s]\n6214 32.6749 : 16%|█▋ | 877/5335 [00:13<00:48, 91.42it/s]\n6214 32.6749 : 17%|█▋ | 887/5335 [00:13<00:51, 86.83it/s]\n6214 32.6749 : 17%|█▋ | 896/5335 [00:13<00:54, 80.77it/s]\n6234 31.1703 : 17%|█▋ | 896/5335 [00:13<00:54, 80.77it/s]\n6234 31.1703 : 17%|█▋ | 905/5335 [00:13<00:59, 74.39it/s]\n6234 31.1703 : 17%|█▋ | 913/5335 [00:13<01:02, 71.27it/s]\n6254 31.0519 : 17%|█▋ | 913/5335 [00:13<01:02, 71.27it/s]\n6254 31.0519 : 17%|█▋ | 922/5335 [00:13<00:59, 74.18it/s]\n6254 31.0519 : 17%|█▋ | 932/5335 [00:13<00:55, 79.12it/s]\n6274 34.0411 : 17%|█▋ | 932/5335 [00:14<00:55, 79.12it/s]\n6274 34.0411 : 18%|█▊ | 942/5335 [00:14<00:52, 83.75it/s]\n6274 34.0411 : 18%|█▊ | 954/5335 [00:14<00:47, 91.67it/s]\n6294 33.0117 : 18%|█▊ | 954/5335 [00:14<00:47, 91.67it/s]\n6294 33.0117 : 18%|█▊ | 967/5335 [00:14<00:43, 101.00it/s]\n6314 35.9627 : 18%|█▊ | 967/5335 [00:14<00:43, 101.00it/s]\n6314 35.9627 : 18%|█▊ | 981/5335 [00:14<00:39, 110.02it/s]\n6314 35.9627 : 19%|█▊ | 994/5335 [00:14<00:37, 115.63it/s]\n6334 35.5403 : 19%|█▊ | 994/5335 [00:14<00:37, 115.63it/s]\n6334 35.5403 : 19%|█▉ | 1007/5335 [00:14<00:36, 117.57it/s]\n6354 30.6509 : 19%|█▉ | 1007/5335 [00:14<00:36, 117.57it/s]\n6354 30.6509 : 19%|█▉ | 1020/5335 [00:14<00:36, 119.70it/s]\n6354 30.6509 : 19%|█▉ | 1033/5335 [00:14<00:36, 118.66it/s]\n6374 30.4378 : 19%|█▉ | 1033/5335 [00:14<00:36, 118.66it/s]\n6374 30.4378 : 20%|█▉ | 1045/5335 [00:14<00:38, 111.54it/s]\n6374 30.4378 : 20%|█▉ | 1057/5335 [00:15<00:41, 102.64it/s]\n6394 28.6260 : 20%|█▉ | 1057/5335 [00:15<00:41, 102.64it/s]\n6394 28.6260 : 20%|██ | 1068/5335 [00:15<00:44, 95.48it/s]\n6394 28.6260 : 20%|██ | 1078/5335 [00:15<00:51, 83.22it/s]\n6414 26.5084 : 20%|██ | 1078/5335 [00:15<00:51, 83.22it/s]\n6414 26.5084 : 20%|██ | 1087/5335 [00:15<00:54, 78.19it/s]\n6414 26.5084 : 21%|██ | 1096/5335 [00:15<00:55, 75.90it/s]\n6434 26.9758 : 21%|██ | 1096/5335 [00:15<00:55, 75.90it/s]\n6434 26.9758 : 21%|██ | 1105/5335 [00:15<00:54, 77.47it/s]\n6434 26.9758 : 21%|██ | 1115/5335 [00:15<00:52, 81.03it/s]\n6454 31.1481 : 21%|██ | 1115/5335 [00:15<00:52, 81.03it/s]\n6454 31.1481 : 21%|██ | 1125/5335 [00:15<00:49, 85.58it/s]\n6454 31.1481 : 21%|██▏ | 1135/5335 [00:16<00:47, 88.83it/s]\n6474 32.5722 : 21%|██▏ | 1135/5335 [00:16<00:47, 88.83it/s]\n6474 32.5722 : 21%|██▏ | 1145/5335 [00:16<00:45, 91.81it/s]\n6474 32.5722 : 22%|██▏ | 1155/5335 [00:16<00:44, 93.08it/s]\n6494 32.2267 : 22%|██▏ | 1155/5335 [00:16<00:44, 93.08it/s]\n6494 32.2267 : 22%|██▏ | 1165/5335 [00:16<00:44, 93.65it/s]\n6494 32.2267 : 22%|██▏ | 1175/5335 [00:16<00:44, 93.38it/s]\n6514 26.9496 : 22%|██▏ | 1175/5335 [00:16<00:44, 93.38it/s]\n6514 26.9496 : 22%|██▏ | 1185/5335 [00:16<00:45, 91.71it/s]\n6514 26.9496 : 22%|██▏ | 1195/5335 [00:16<00:47, 86.62it/s]\n6534 24.7819 : 22%|██▏ | 1195/5335 [00:16<00:47, 86.62it/s]\n6534 24.7819 : 23%|██▎ | 1204/5335 [00:16<00:51, 79.93it/s]\n6534 24.7819 : 23%|██▎ | 1213/5335 [00:16<00:55, 74.61it/s]\n6554 23.6407 : 23%|██▎ | 1213/5335 [00:17<00:55, 74.61it/s]\n6554 23.6407 : 23%|██▎ | 1221/5335 [00:17<00:58, 69.75it/s]\n6554 23.6407 : 23%|██▎ | 1229/5335 [00:17<01:07, 60.43it/s]\n6554 23.6407 : 23%|██▎ | 1236/5335 [00:17<01:13, 56.12it/s]\n6574 31.2622 : 23%|██▎ | 1236/5335 [00:17<01:13, 56.12it/s]\n6574 31.2622 : 23%|██▎ | 1242/5335 [00:17<01:14, 54.61it/s]\n6574 31.2622 : 23%|██▎ | 1248/5335 [00:17<01:16, 53.68it/s]\n6574 31.2622 : 24%|██▎ | 1254/5335 [00:17<01:15, 54.22it/s]\n6594 28.0940 : 24%|██▎ | 1254/5335 [00:17<01:15, 54.22it/s]\n6594 28.0940 : 24%|██▎ | 1261/5335 [00:17<01:12, 56.56it/s]\n6594 28.0940 : 24%|██▍ | 1268/5335 [00:17<01:08, 59.72it/s]\n6594 28.0940 : 24%|██▍ | 1276/5335 [00:18<01:03, 63.54it/s]\n6614 33.1961 : 24%|██▍ | 1276/5335 [00:18<01:03, 63.54it/s]\n6614 33.1961 : 24%|██▍ | 1284/5335 [00:18<01:01, 66.21it/s]\n6614 33.1961 : 24%|██▍ | 1292/5335 [00:18<00:59, 67.98it/s]\n6634 30.1127 : 24%|██▍ | 1292/5335 [00:18<00:59, 67.98it/s]\n6634 30.1127 : 24%|██▍ | 1300/5335 [00:18<00:58, 69.28it/s]\n6634 30.1127 : 25%|██▍ | 1308/5335 [00:18<00:57, 70.28it/s]\n6634 30.1127 : 25%|██▍ | 1316/5335 [00:18<00:56, 71.08it/s]\n6654 28.7646 : 25%|██▍ | 1316/5335 [00:18<00:56, 71.08it/s]\n6654 28.7646 : 25%|██▍ | 1324/5335 [00:18<00:55, 71.64it/s]\n6654 28.7646 : 25%|██▍ | 1332/5335 [00:18<00:56, 71.37it/s]\n6674 30.0293 : 25%|██▍ | 1332/5335 [00:18<00:56, 71.37it/s]\n6674 30.0293 : 25%|██▌ | 1340/5335 [00:18<00:57, 69.32it/s]\n6674 30.0293 : 25%|██▌ | 1347/5335 [00:19<01:01, 65.29it/s]\n6674 30.0293 : 25%|██▌ | 1354/5335 [00:19<01:05, 60.69it/s]\n6694 23.7852 : 25%|██▌ | 1354/5335 [00:19<01:05, 60.69it/s]\n6694 23.7852 : 26%|██▌ | 1361/5335 [00:19<01:09, 57.40it/s]\n6694 23.7852 : 26%|██▌ | 1367/5335 [00:19<01:11, 55.42it/s]\n6694 23.7852 : 26%|██▌ | 1373/5335 [00:19<01:13, 53.96it/s]\n6694 23.7852 : 26%|██▌ | 1379/5335 [00:19<01:13, 53.49it/s]\n6714 26.4874 : 26%|██▌ | 1379/5335 [00:19<01:13, 53.49it/s]\n6714 26.4874 : 26%|██▌ | 1385/5335 [00:19<01:13, 53.97it/s]\n6714 26.4874 : 26%|██▌ | 1391/5335 [00:19<01:12, 54.34it/s]\n6714 26.4874 : 26%|██▌ | 1397/5335 [00:20<01:10, 55.61it/s]\n6734 28.5428 : 26%|██▌ | 1397/5335 [00:20<01:10, 55.61it/s]\n6734 28.5428 : 26%|██▋ | 1404/5335 [00:20<01:07, 58.43it/s]\n6734 28.5428 : 26%|██▋ | 1411/5335 [00:20<01:03, 61.41it/s]\n6734 28.5428 : 27%|██▋ | 1419/5335 [00:20<00:59, 65.93it/s]\n6754 30.7383 : 27%|██▋ | 1419/5335 [00:20<00:59, 65.93it/s]\n6754 30.7383 : 27%|██▋ | 1427/5335 [00:20<00:55, 69.82it/s]\n6754 30.7383 : 27%|██▋ | 1435/5335 [00:20<00:54, 72.20it/s]\n6774 26.5943 : 27%|██▋ | 1435/5335 [00:20<00:54, 72.20it/s]\n6774 26.5943 : 27%|██▋ | 1443/5335 [00:20<00:52, 74.19it/s]\n6774 26.5943 : 27%|██▋ | 1451/5335 [00:20<00:51, 75.57it/s]\n6774 26.5943 : 27%|██▋ | 1459/5335 [00:20<00:50, 76.82it/s]\n6794 28.8613 : 27%|██▋ | 1459/5335 [00:20<00:50, 76.82it/s]\n6794 28.8613 : 27%|██▋ | 1467/5335 [00:20<00:50, 77.20it/s]\n6794 28.8613 : 28%|██▊ | 1475/5335 [00:21<00:49, 77.52it/s]\n6814 26.5475 : 28%|██▊ | 1475/5335 [00:21<00:49, 77.52it/s]\n6814 26.5475 : 28%|██▊ | 1483/5335 [00:21<00:50, 76.33it/s]\n6814 26.5475 : 28%|██▊ | 1491/5335 [00:21<00:51, 75.35it/s]\n6814 26.5475 : 28%|██▊ | 1499/5335 [00:21<00:54, 69.95it/s]\n6834 26.0981 : 28%|██▊ | 1499/5335 [00:21<00:54, 69.95it/s]\n6834 26.0981 : 28%|██▊ | 1507/5335 [00:21<00:59, 64.01it/s]\n6834 26.0981 : 28%|██▊ | 1514/5335 [00:21<01:04, 59.34it/s]\n6854 25.0486 : 28%|██▊ | 1514/5335 [00:21<01:04, 59.34it/s]\n6854 25.0486 : 29%|██▊ | 1521/5335 [00:21<01:07, 56.73it/s]\n6854 25.0486 : 29%|██▊ | 1528/5335 [00:21<01:04, 58.67it/s]\n6854 25.0486 : 29%|██▉ | 1536/5335 [00:22<00:59, 63.54it/s]\n6874 30.9883 : 29%|██▉ | 1536/5335 [00:22<00:59, 63.54it/s]\n6874 30.9883 : 29%|██▉ | 1544/5335 [00:22<00:56, 67.38it/s]\n6874 30.9883 : 29%|██▉ | 1553/5335 [00:22<00:52, 72.66it/s]\n6894 29.9223 : 29%|██▉ | 1553/5335 [00:22<00:52, 72.66it/s]\n6894 29.9223 : 29%|██▉ | 1563/5335 [00:22<00:47, 78.99it/s]\n6894 29.9223 : 30%|██▉ | 1574/5335 [00:22<00:43, 86.45it/s]\n6914 31.7946 : 30%|██▉ | 1574/5335 [00:22<00:43, 86.45it/s]\n6914 31.7946 : 30%|██▉ | 1585/5335 [00:22<00:40, 92.09it/s]\n6914 31.7946 : 30%|██▉ | 1596/5335 [00:22<00:38, 96.03it/s]\n6934 32.0298 : 30%|██▉ | 1596/5335 [00:22<00:38, 96.03it/s]\n6934 32.0298 : 30%|███ | 1607/5335 [00:22<00:37, 98.12it/s]\n6934 32.0298 : 30%|███ | 1618/5335 [00:22<00:37, 99.94it/s]\n6954 31.3212 : 30%|███ | 1618/5335 [00:22<00:37, 99.94it/s]\n6954 31.3212 : 31%|███ | 1629/5335 [00:23<00:36, 100.43it/s]\n6974 29.6425 : 31%|███ | 1629/5335 [00:23<00:36, 100.43it/s]\n6974 29.6425 : 31%|███ | 1640/5335 [00:23<00:37, 99.43it/s]\n6974 29.6425 : 31%|███ | 1650/5335 [00:23<00:38, 94.92it/s]\n6994 29.3372 : 31%|███ | 1650/5335 [00:23<00:38, 94.92it/s]\n6994 29.3372 : 31%|███ | 1660/5335 [00:23<00:42, 86.67it/s]\n6994 29.3372 : 31%|███▏ | 1669/5335 [00:23<00:45, 80.93it/s]\n6994 29.3372 : 31%|███▏ | 1678/5335 [00:23<00:46, 79.19it/s]\n7014 28.5406 : 31%|███▏ | 1678/5335 [00:23<00:46, 79.19it/s]\n7014 28.5406 : 32%|███▏ | 1690/5335 [00:23<00:41, 88.82it/s]\n7034 29.4302 : 32%|███▏ | 1690/5335 [00:23<00:41, 88.82it/s]\n7034 29.4302 : 32%|███▏ | 1702/5335 [00:23<00:37, 96.57it/s]\n7034 29.4302 : 32%|███▏ | 1716/5335 [00:23<00:33, 107.59it/s]\n7054 30.9273 : 32%|███▏ | 1716/5335 [00:23<00:33, 107.59it/s]\n7054 30.9273 : 32%|███▏ | 1732/5335 [00:24<00:29, 120.53it/s]\n7074 35.0407 : 32%|███▏ | 1732/5335 [00:24<00:29, 120.53it/s]\n7074 35.0407 : 33%|███▎ | 1748/5335 [00:24<00:27, 129.36it/s]\n7094 33.4562 : 33%|███▎ | 1748/5335 [00:24<00:27, 129.36it/s]\n7094 33.4562 : 33%|███▎ | 1764/5335 [00:24<00:26, 135.67it/s]\n7094 33.4562 : 33%|███▎ | 1779/5335 [00:24<00:25, 139.60it/s]\n7114 32.2483 : 33%|███▎ | 1779/5335 [00:24<00:25, 139.60it/s]\n7114 32.2483 : 34%|███▎ | 1794/5335 [00:24<00:25, 138.49it/s]\n7134 29.8600 : 34%|███▎ | 1794/5335 [00:24<00:25, 138.49it/s]\n7134 29.8600 : 34%|███▍ | 1808/5335 [00:24<00:27, 130.51it/s]\n7154 29.0507 : 34%|███▍ | 1808/5335 [00:24<00:27, 130.51it/s]\n7154 29.0507 : 34%|███▍ | 1822/5335 [00:24<00:29, 119.25it/s]\n7154 29.0507 : 34%|███▍ | 1835/5335 [00:24<00:29, 118.93it/s]\n7174 32.7958 : 34%|███▍ | 1835/5335 [00:24<00:29, 118.93it/s]\n7174 32.7958 : 35%|███▍ | 1850/5335 [00:24<00:27, 126.48it/s]\n7194 28.0392 : 35%|███▍ | 1850/5335 [00:25<00:27, 126.48it/s]\n7194 28.0392 : 35%|███▍ | 1867/5335 [00:25<00:25, 136.69it/s]\n7214 34.7156 : 35%|███▍ | 1867/5335 [00:25<00:25, 136.69it/s]\n7214 34.7156 : 35%|███▌ | 1886/5335 [00:25<00:22, 150.08it/s]\n7234 32.3139 : 35%|███▌ | 1886/5335 [00:25<00:22, 150.08it/s]\n7234 32.3139 : 36%|███▌ | 1905/5335 [00:25<00:21, 161.12it/s]\n7254 31.5840 : 36%|███▌ | 1905/5335 [00:25<00:21, 161.12it/s]\n7254 31.5840 : 36%|███▌ | 1924/5335 [00:25<00:20, 168.56it/s]\n7274 31.1418 : 36%|███▌ | 1924/5335 [00:25<00:20, 168.56it/s]\n7274 31.1418 : 36%|███▋ | 1942/5335 [00:25<00:19, 170.77it/s]\n7294 28.1229 : 36%|███▋ | 1942/5335 [00:25<00:19, 170.77it/s]\n7294 28.1229 : 37%|███▋ | 1960/5335 [00:25<00:20, 164.80it/s]\n7294 28.1229 : 37%|███▋ | 1977/5335 [00:25<00:21, 154.13it/s]\n7314 29.3257 : 37%|███▋ | 1977/5335 [00:25<00:21, 154.13it/s]\n7314 29.3257 : 37%|███▋ | 1993/5335 [00:25<00:24, 133.82it/s]\n7334 32.4319 : 37%|███▋ | 1993/5335 [00:25<00:24, 133.82it/s]\n7334 32.4319 : 38%|███▊ | 2007/5335 [00:26<00:27, 120.69it/s]\n7354 30.3200 : 38%|███▊ | 2007/5335 [00:26<00:27, 120.69it/s]\n7354 30.3200 : 38%|███▊ | 2020/5335 [00:26<00:28, 117.60it/s]\n7354 30.3200 : 38%|███▊ | 2033/5335 [00:26<00:27, 119.77it/s]\n7374 34.2951 : 38%|███▊ | 2033/5335 [00:26<00:27, 119.77it/s]\n7374 34.2951 : 38%|███▊ | 2046/5335 [00:26<00:27, 121.29it/s]\n7374 34.2951 : 39%|███▊ | 2059/5335 [00:26<00:26, 123.38it/s]\n7394 33.4010 : 39%|███▊ | 2059/5335 [00:26<00:26, 123.38it/s]\n7394 33.4010 : 39%|███▉ | 2072/5335 [00:26<00:26, 124.35it/s]\n7414 30.4883 : 39%|███▉ | 2072/5335 [00:26<00:26, 124.35it/s]\n7414 30.4883 : 39%|███▉ | 2085/5335 [00:26<00:26, 123.03it/s]\n7414 30.4883 : 39%|███▉ | 2098/5335 [00:26<00:27, 119.27it/s]\n7434 26.3288 : 39%|███▉ | 2098/5335 [00:26<00:27, 119.27it/s]\n7434 26.3288 : 40%|███▉ | 2111/5335 [00:26<00:29, 110.50it/s]\n7454 28.7401 : 40%|███▉ | 2111/5335 [00:27<00:29, 110.50it/s]\n7454 28.7401 : 40%|███▉ | 2123/5335 [00:27<00:31, 100.52it/s]\n7454 28.7401 : 40%|████ | 2134/5335 [00:27<00:33, 95.65it/s]\n7474 27.1087 : 40%|████ | 2134/5335 [00:27<00:33, 95.65it/s]\n7474 27.1087 : 40%|████ | 2144/5335 [00:27<00:38, 81.95it/s]\n7474 27.1087 : 40%|████ | 2153/5335 [00:27<00:43, 73.24it/s]\n7494 26.1140 : 40%|████ | 2153/5335 [00:27<00:43, 73.24it/s]\n7494 26.1140 : 41%|████ | 2161/5335 [00:27<00:45, 70.38it/s]\n7494 26.1140 : 41%|████ | 2169/5335 [00:27<00:45, 69.33it/s]\n7494 26.1140 : 41%|████ | 2177/5335 [00:27<00:45, 70.02it/s]\n7514 27.6181 : 41%|████ | 2177/5335 [00:27<00:45, 70.02it/s]\n7514 27.6181 : 41%|████ | 2185/5335 [00:28<00:44, 70.93it/s]\n7514 27.6181 : 41%|████ | 2193/5335 [00:28<00:43, 71.80it/s]\n7534 26.0367 : 41%|████ | 2193/5335 [00:28<00:43, 71.80it/s]\n7534 26.0367 : 41%|████▏ | 2201/5335 [00:28<00:43, 72.26it/s]\n7534 26.0367 : 41%|████▏ | 2209/5335 [00:28<00:42, 73.21it/s]\n7534 26.0367 : 42%|████▏ | 2217/5335 [00:28<00:42, 73.34it/s]\n7554 30.8324 : 42%|████▏ | 2217/5335 [00:28<00:42, 73.34it/s]\n7554 30.8324 : 42%|████▏ | 2225/5335 [00:28<00:42, 72.99it/s]\n7554 30.8324 : 42%|████▏ | 2233/5335 [00:28<00:43, 71.32it/s]\n7574 24.3233 : 42%|████▏ | 2233/5335 [00:28<00:43, 71.32it/s]\n7574 24.3233 : 42%|████▏ | 2241/5335 [00:28<00:45, 67.39it/s]\n7574 24.3233 : 42%|████▏ | 2248/5335 [00:28<00:48, 63.01it/s]\n7574 24.3233 : 42%|████▏ | 2255/5335 [00:29<00:53, 57.72it/s]\n7594 25.2735 : 42%|████▏ | 2255/5335 [00:29<00:53, 57.72it/s]\n7594 25.2735 : 42%|████▏ | 2261/5335 [00:29<00:56, 54.30it/s]\n7594 25.2735 : 42%|████▏ | 2267/5335 [00:29<01:00, 50.59it/s]\n7594 25.2735 : 43%|████▎ | 2273/5335 [00:29<01:04, 47.56it/s]\n7594 25.2735 : 43%|████▎ | 2278/5335 [00:29<01:05, 46.60it/s]\n7614 26.6280 : 43%|████▎ | 2278/5335 [00:29<01:05, 46.60it/s]\n7614 26.6280 : 43%|████▎ | 2283/5335 [00:29<01:05, 46.91it/s]\n7614 26.6280 : 43%|████▎ | 2289/5335 [00:29<01:02, 48.87it/s]\n7614 26.6280 : 43%|████▎ | 2296/5335 [00:29<00:56, 53.61it/s]\n7634 29.6303 : 43%|████▎ | 2296/5335 [00:29<00:56, 53.61it/s]\n7634 29.6303 : 43%|████▎ | 2303/5335 [00:30<00:53, 56.99it/s]\n7634 29.6303 : 43%|████▎ | 2311/5335 [00:30<00:49, 61.61it/s]\n7634 29.6303 : 43%|████▎ | 2319/5335 [00:30<00:45, 66.31it/s]\n7654 28.5544 : 43%|████▎ | 2319/5335 [00:30<00:45, 66.31it/s]\n7654 28.5544 : 44%|████▎ | 2328/5335 [00:30<00:42, 71.24it/s]\n7654 28.5544 : 44%|████▍ | 2337/5335 [00:30<00:39, 75.52it/s]\n7674 32.4656 : 44%|████▍ | 2337/5335 [00:30<00:39, 75.52it/s]\n7674 32.4656 : 44%|████▍ | 2346/5335 [00:30<00:38, 78.31it/s]\n7674 32.4656 : 44%|████▍ | 2355/5335 [00:30<00:36, 80.81it/s]\n7694 31.0187 : 44%|████▍ | 2355/5335 [00:30<00:36, 80.81it/s]\n7694 31.0187 : 44%|████▍ | 2364/5335 [00:30<00:35, 82.60it/s]\n7694 31.0187 : 44%|████▍ | 2373/5335 [00:30<00:35, 83.40it/s]\n7714 29.0945 : 44%|████▍ | 2373/5335 [00:30<00:35, 83.40it/s]\n7714 29.0945 : 45%|████▍ | 2382/5335 [00:30<00:35, 82.76it/s]\n7714 29.0945 : 45%|████▍ | 2391/5335 [00:31<00:36, 79.71it/s]\n7734 27.8480 : 45%|████▍ | 2391/5335 [00:31<00:36, 79.71it/s]\n7734 27.8480 : 45%|████▍ | 2400/5335 [00:31<00:39, 73.77it/s]\n7734 27.8480 : 45%|████▌ | 2408/5335 [00:31<00:43, 67.20it/s]\n7734 27.8480 : 45%|████▌ | 2415/5335 [00:31<00:47, 62.10it/s]\n7754 28.9357 : 45%|████▌ | 2415/5335 [00:31<00:47, 62.10it/s]\n7754 28.9357 : 45%|████▌ | 2422/5335 [00:31<00:50, 57.26it/s]\n7754 28.9357 : 46%|████▌ | 2428/5335 [00:31<00:52, 55.24it/s]\n7754 28.9357 : 46%|████▌ | 2434/5335 [00:31<00:53, 54.57it/s]\n7774 28.4163 : 46%|████▌ | 2434/5335 [00:32<00:53, 54.57it/s]\n7774 28.4163 : 46%|████▌ | 2440/5335 [00:32<00:52, 54.88it/s]\n7774 28.4163 : 46%|████▌ | 2449/5335 [00:32<00:46, 62.25it/s]\n7774 28.4163 : 46%|████▌ | 2458/5335 [00:32<00:42, 68.03it/s]\n7794 35.3180 : 46%|████▌ | 2458/5335 [00:32<00:42, 68.03it/s]\n7794 35.3180 : 46%|████▋ | 2468/5335 [00:32<00:38, 75.05it/s]\n7794 35.3180 : 46%|████▋ | 2479/5335 [00:32<00:34, 82.74it/s]\n7814 28.2459 : 46%|████▋ | 2479/5335 [00:32<00:34, 82.74it/s]\n7814 28.2459 : 47%|████▋ | 2490/5335 [00:32<00:32, 88.59it/s]\n7834 36.1551 : 47%|████▋ | 2490/5335 [00:32<00:32, 88.59it/s]\n7834 36.1551 : 47%|████▋ | 2501/5335 [00:32<00:30, 92.72it/s]\n7834 36.1551 : 47%|████▋ | 2512/5335 [00:32<00:29, 96.47it/s]\n7854 31.8305 : 47%|████▋ | 2512/5335 [00:32<00:29, 96.47it/s]\n7854 31.8305 : 47%|████▋ | 2523/5335 [00:32<00:28, 99.34it/s]\n7854 31.8305 : 47%|████▋ | 2534/5335 [00:32<00:28, 99.58it/s]\n7874 29.4669 : 47%|████▋ | 2534/5335 [00:33<00:28, 99.58it/s]\n7874 29.4669 : 48%|████▊ | 2544/5335 [00:33<00:28, 96.36it/s]\n7874 29.4669 : 48%|████▊ | 2554/5335 [00:33<00:31, 89.55it/s]\n7894 27.5424 : 48%|████▊ | 2554/5335 [00:33<00:31, 89.55it/s]\n7894 27.5424 : 48%|████▊ | 2564/5335 [00:33<00:34, 80.77it/s]\n7894 27.5424 : 48%|████▊ | 2573/5335 [00:33<00:37, 73.91it/s]\n7914 29.1792 : 48%|████▊ | 2573/5335 [00:33<00:37, 73.91it/s]\n7914 29.1792 : 48%|████▊ | 2581/5335 [00:33<00:40, 68.58it/s]\n7914 29.1792 : 49%|████▊ | 2589/5335 [00:33<00:41, 66.71it/s]\n7914 29.1792 : 49%|████▊ | 2598/5335 [00:33<00:37, 72.05it/s]\n7934 34.2018 : 49%|████▊ | 2598/5335 [00:33<00:37, 72.05it/s]\n7934 34.2018 : 49%|████▉ | 2608/5335 [00:34<00:34, 79.04it/s]\n7934 34.2018 : 49%|████▉ | 2619/5335 [00:34<00:31, 86.42it/s]\n7954 31.6464 : 49%|████▉ | 2619/5335 [00:34<00:31, 86.42it/s]\n7954 31.6464 : 49%|████▉ | 2631/5335 [00:34<00:28, 93.63it/s]\n7974 35.7604 : 49%|████▉ | 2631/5335 [00:34<00:28, 93.63it/s]\n7974 35.7604 : 50%|████▉ | 2643/5335 [00:34<00:26, 100.67it/s]\n7974 35.7604 : 50%|████▉ | 2656/5335 [00:34<00:25, 106.74it/s]\n7994 31.2003 : 50%|████▉ | 2656/5335 [00:34<00:25, 106.74it/s]\n7994 31.2003 : 50%|█████ | 2668/5335 [00:34<00:24, 110.22it/s]\n8014 33.9261 : 50%|█████ | 2668/5335 [00:34<00:24, 110.22it/s]\n8014 33.9261 : 50%|█████ | 2680/5335 [00:34<00:23, 112.72it/s]\n8014 33.9261 : 50%|█████ | 2692/5335 [00:34<00:23, 111.81it/s]\n8034 27.2507 : 50%|█████ | 2692/5335 [00:34<00:23, 111.81it/s]\n8034 27.2507 : 51%|█████ | 2704/5335 [00:34<00:24, 108.26it/s]\n8034 27.2507 : 51%|█████ | 2715/5335 [00:34<00:26, 99.30it/s]\n8054 28.9175 : 51%|█████ | 2715/5335 [00:35<00:26, 99.30it/s]\n8054 28.9175 : 51%|█████ | 2726/5335 [00:35<00:29, 88.72it/s]\n8054 28.9175 : 51%|█████▏ | 2736/5335 [00:35<00:32, 81.06it/s]\n8074 27.9434 : 51%|█████▏ | 2736/5335 [00:35<00:32, 81.06it/s]\n8074 27.9434 : 51%|█████▏ | 2745/5335 [00:35<00:32, 79.49it/s]\n8074 27.9434 : 52%|█████▏ | 2754/5335 [00:35<00:31, 81.21it/s]\n8094 32.0193 : 52%|█████▏ | 2754/5335 [00:35<00:31, 81.21it/s]\n8094 32.0193 : 52%|█████▏ | 2763/5335 [00:35<00:31, 82.82it/s]\n8094 32.0193 : 52%|█████▏ | 2773/5335 [00:35<00:29, 86.93it/s]\n8114 31.2969 : 52%|█████▏ | 2773/5335 [00:35<00:29, 86.93it/s]\n8114 31.2969 : 52%|█████▏ | 2784/5335 [00:35<00:27, 92.01it/s]\n8114 31.2969 : 52%|█████▏ | 2795/5335 [00:35<00:26, 96.82it/s]\n8134 33.0352 : 52%|█████▏ | 2795/5335 [00:35<00:26, 96.82it/s]\n8134 33.0352 : 53%|█████▎ | 2807/5335 [00:36<00:25, 100.91it/s]\n8134 33.0352 : 53%|█████▎ | 2818/5335 [00:36<00:24, 103.34it/s]\n8154 34.1046 : 53%|█████▎ | 2818/5335 [00:36<00:24, 103.34it/s]\n8154 34.1046 : 53%|█████▎ | 2829/5335 [00:36<00:23, 104.89it/s]\n8174 28.7265 : 53%|█████▎ | 2829/5335 [00:36<00:23, 104.89it/s]\n8174 28.7265 : 53%|█████▎ | 2840/5335 [00:36<00:23, 104.81it/s]\n8174 28.7265 : 53%|█████▎ | 2851/5335 [00:36<00:24, 102.02it/s]\n8194 28.7435 : 53%|█████▎ | 2851/5335 [00:36<00:24, 102.02it/s]\n8194 28.7435 : 54%|█████▎ | 2862/5335 [00:36<00:25, 95.49it/s]\n8194 28.7435 : 54%|█████▍ | 2872/5335 [00:36<00:28, 87.06it/s]\n8214 25.2153 : 54%|█████▍ | 2872/5335 [00:36<00:28, 87.06it/s]\n8214 25.2153 : 54%|█████▍ | 2881/5335 [00:36<00:31, 78.87it/s]\n8214 25.2153 : 54%|█████▍ | 2890/5335 [00:37<00:33, 72.13it/s]\n8214 25.2153 : 54%|█████▍ | 2898/5335 [00:37<00:34, 70.85it/s]\n8234 29.6758 : 54%|█████▍ | 2898/5335 [00:37<00:34, 70.85it/s]\n8234 29.6758 : 54%|█████▍ | 2906/5335 [00:37<00:34, 69.72it/s]\n8234 29.6758 : 55%|█████▍ | 2914/5335 [00:37<00:35, 68.73it/s]\n8254 29.6679 : 55%|█████▍ | 2914/5335 [00:37<00:35, 68.73it/s]\n8254 29.6679 : 55%|█████▍ | 2922/5335 [00:37<00:34, 69.75it/s]\n8254 29.6679 : 55%|█████▍ | 2930/5335 [00:37<00:33, 72.04it/s]\n8254 29.6679 : 55%|█████▌ | 2939/5335 [00:37<00:31, 75.43it/s]\n8274 30.0151 : 55%|█████▌ | 2939/5335 [00:37<00:31, 75.43it/s]\n8274 30.0151 : 55%|█████▌ | 2948/5335 [00:37<00:30, 78.87it/s]\n8274 30.0151 : 55%|█████▌ | 2957/5335 [00:37<00:29, 81.34it/s]\n8294 35.9431 : 55%|█████▌ | 2957/5335 [00:37<00:29, 81.34it/s]\n8294 35.9431 : 56%|█████▌ | 2966/5335 [00:38<00:28, 81.93it/s]\n8294 35.9431 : 56%|█████▌ | 2975/5335 [00:38<00:28, 83.01it/s]\n8314 33.0680 : 56%|█████▌ | 2975/5335 [00:38<00:28, 83.01it/s]\n8314 33.0680 : 56%|█████▌ | 2984/5335 [00:38<00:28, 83.59it/s]\n8314 33.0680 : 56%|█████▌ | 2993/5335 [00:38<00:28, 82.26it/s]\n8334 29.2667 : 56%|█████▌ | 2993/5335 [00:38<00:28, 82.26it/s]\n8334 29.2667 : 56%|█████▋ | 3002/5335 [00:38<00:29, 79.81it/s]\n8334 29.2667 : 56%|█████▋ | 3011/5335 [00:38<00:30, 75.14it/s]\n8334 29.2667 : 57%|█████▋ | 3019/5335 [00:38<00:33, 68.93it/s]\n8354 27.3271 : 57%|█████▋ | 3019/5335 [00:38<00:33, 68.93it/s]\n8354 27.3271 : 57%|█████▋ | 3027/5335 [00:38<00:37, 61.63it/s]\n8354 27.3271 : 57%|█████▋ | 3034/5335 [00:39<00:40, 56.92it/s]\n8374 29.3502 : 57%|█████▋ | 3034/5335 [00:39<00:40, 56.92it/s]\n8374 29.3502 : 57%|█████▋ | 3040/5335 [00:39<00:42, 53.62it/s]\n8374 29.3502 : 57%|█████▋ | 3046/5335 [00:39<00:43, 52.12it/s]\n8374 29.3502 : 57%|█████▋ | 3053/5335 [00:39<00:41, 54.79it/s]\n8394 32.1533 : 57%|█████▋ | 3053/5335 [00:39<00:41, 54.79it/s]\n8394 32.1533 : 57%|█████▋ | 3060/5335 [00:39<00:40, 56.75it/s]\n8394 32.1533 : 57%|█████▋ | 3067/5335 [00:39<00:38, 59.07it/s]\n8394 32.1533 : 58%|█████▊ | 3074/5335 [00:39<00:36, 61.68it/s]\n8414 29.7797 : 58%|█████▊ | 3074/5335 [00:39<00:36, 61.68it/s]\n8414 29.7797 : 58%|█████▊ | 3082/5335 [00:39<00:34, 65.26it/s]\n8414 29.7797 : 58%|█████▊ | 3090/5335 [00:39<00:32, 68.34it/s]\n8414 29.7797 : 58%|█████▊ | 3098/5335 [00:40<00:31, 70.65it/s]\n8434 32.2747 : 58%|█████▊ | 3098/5335 [00:40<00:31, 70.65it/s]\n8434 32.2747 : 58%|█████▊ | 3106/5335 [00:40<00:30, 73.07it/s]\n8434 32.2747 : 58%|█████▊ | 3114/5335 [00:40<00:30, 73.90it/s]\n8454 31.4743 : 58%|█████▊ | 3114/5335 [00:40<00:30, 73.90it/s]\n8454 31.4743 : 59%|█████▊ | 3122/5335 [00:40<00:29, 74.37it/s]\n8454 31.4743 : 59%|█████▊ | 3130/5335 [00:40<00:29, 74.71it/s]\n8454 31.4743 : 59%|█████▉ | 3138/5335 [00:40<00:29, 74.09it/s]\n8474 30.2266 : 59%|█████▉ | 3138/5335 [00:40<00:29, 74.09it/s]\n8474 30.2266 : 59%|█████▉ | 3146/5335 [00:40<00:30, 72.07it/s]\n8474 30.2266 : 59%|█████▉ | 3154/5335 [00:40<00:32, 68.13it/s]\n8494 25.9722 : 59%|█████▉ | 3154/5335 [00:40<00:32, 68.13it/s]\n8494 25.9722 : 59%|█████▉ | 3161/5335 [00:41<00:35, 61.27it/s]\n8494 25.9722 : 59%|█████▉ | 3168/5335 [00:41<00:39, 55.20it/s]\n8494 25.9722 : 59%|█████▉ | 3174/5335 [00:41<00:43, 49.79it/s]\n8514 23.1871 : 59%|█████▉ | 3174/5335 [00:41<00:43, 49.79it/s]\n8514 23.1871 : 60%|█████▉ | 3180/5335 [00:41<00:46, 46.15it/s]\n8514 23.1871 : 60%|█████▉ | 3185/5335 [00:41<00:48, 44.23it/s]\n8514 23.1871 : 60%|█████▉ | 3190/5335 [00:41<00:49, 43.69it/s]\n8514 23.1871 : 60%|█████▉ | 3195/5335 [00:41<00:48, 44.49it/s]\n8534 19.8447 : 60%|█████▉ | 3195/5335 [00:41<00:48, 44.49it/s]\n8534 19.8447 : 60%|█████▉ | 3200/5335 [00:41<00:46, 45.76it/s]\n8534 19.8447 : 60%|██████ | 3209/5335 [00:42<00:37, 56.88it/s]\n8534 19.8447 : 60%|██████ | 3218/5335 [00:42<00:32, 65.73it/s]\n8554 32.0943 : 60%|██████ | 3218/5335 [00:42<00:32, 65.73it/s]\n8554 32.0943 : 61%|██████ | 3228/5335 [00:42<00:28, 74.43it/s]\n8554 32.0943 : 61%|██████ | 3239/5335 [00:42<00:25, 82.81it/s]\n8574 29.5069 : 61%|██████ | 3239/5335 [00:42<00:25, 82.81it/s]\n8574 29.5069 : 61%|██████ | 3250/5335 [00:42<00:23, 89.37it/s]\n8594 33.9571 : 61%|██████ | 3250/5335 [00:42<00:23, 89.37it/s]\n8594 33.9571 : 61%|██████ | 3261/5335 [00:42<00:21, 94.50it/s]\n8594 33.9571 : 61%|██████▏ | 3272/5335 [00:42<00:21, 97.28it/s]\n8614 34.1085 : 61%|██████▏ | 3272/5335 [00:42<00:21, 97.28it/s]\n8614 34.1085 : 62%|██████▏ | 3283/5335 [00:42<00:20, 98.98it/s]\n8614 34.1085 : 62%|██████▏ | 3294/5335 [00:42<00:20, 99.85it/s]\n8634 28.3295 : 62%|██████▏ | 3294/5335 [00:42<00:20, 99.85it/s]\n8634 28.3295 : 62%|██████▏ | 3305/5335 [00:42<00:21, 96.01it/s]\n8634 28.3295 : 62%|██████▏ | 3315/5335 [00:43<00:22, 88.02it/s]\n8654 24.9630 : 62%|██████▏ | 3315/5335 [00:43<00:22, 88.02it/s]\n8654 24.9630 : 62%|██████▏ | 3324/5335 [00:43<00:25, 78.26it/s]\n8654 24.9630 : 62%|██████▏ | 3333/5335 [00:43<00:28, 69.84it/s]\n8674 27.0567 : 62%|██████▏ | 3333/5335 [00:43<00:28, 69.84it/s]\n8674 27.0567 : 63%|██████▎ | 3341/5335 [00:43<00:30, 64.98it/s]\n8674 27.0567 : 63%|██████▎ | 3348/5335 [00:43<00:30, 64.33it/s]\n8674 27.0567 : 63%|██████▎ | 3356/5335 [00:43<00:29, 66.81it/s]\n8694 35.6142 : 63%|██████▎ | 3356/5335 [00:43<00:29, 66.81it/s]\n8694 35.6142 : 63%|██████▎ | 3365/5335 [00:43<00:27, 71.63it/s]\n8694 35.6142 : 63%|██████▎ | 3374/5335 [00:44<00:25, 76.21it/s]\n8714 29.9578 : 63%|██████▎ | 3374/5335 [00:44<00:25, 76.21it/s]\n8714 29.9578 : 63%|██████▎ | 3384/5335 [00:44<00:23, 81.69it/s]\n8714 29.9578 : 64%|██████▎ | 3395/5335 [00:44<00:22, 87.60it/s]\n8734 35.4474 : 64%|██████▎ | 3395/5335 [00:44<00:22, 87.60it/s]\n8734 35.4474 : 64%|██████▍ | 3406/5335 [00:44<00:21, 91.54it/s]\n8734 35.4474 : 64%|██████▍ | 3417/5335 [00:44<00:20, 95.40it/s]\n8754 35.4326 : 64%|██████▍ | 3417/5335 [00:44<00:20, 95.40it/s]\n8754 35.4326 : 64%|██████▍ | 3428/5335 [00:44<00:19, 97.30it/s]\n8754 35.4326 : 64%|██████▍ | 3439/5335 [00:44<00:19, 98.41it/s]\n8774 29.9728 : 64%|██████▍ | 3439/5335 [00:44<00:19, 98.41it/s]\n8774 29.9728 : 65%|██████▍ | 3449/5335 [00:44<00:19, 97.24it/s]\n8774 29.9728 : 65%|██████▍ | 3459/5335 [00:44<00:20, 92.35it/s]\n8794 27.8655 : 65%|██████▍ | 3459/5335 [00:44<00:20, 92.35it/s]\n8794 27.8655 : 65%|██████▌ | 3469/5335 [00:45<00:22, 82.97it/s]\n8794 27.8655 : 65%|██████▌ | 3478/5335 [00:45<00:25, 73.17it/s]\n8814 26.4166 : 65%|██████▌ | 3478/5335 [00:45<00:25, 73.17it/s]\n8814 26.4166 : 65%|██████▌ | 3486/5335 [00:45<00:27, 67.01it/s]\n8814 26.4166 : 65%|██████▌ | 3493/5335 [00:45<00:29, 63.12it/s]\n8834 28.3036 : 65%|██████▌ | 3493/5335 [00:45<00:29, 63.12it/s]\n8834 28.3036 : 66%|██████▌ | 3500/5335 [00:45<00:29, 62.80it/s]\n8834 28.3036 : 66%|██████▌ | 3507/5335 [00:45<00:28, 64.39it/s]\n8834 28.3036 : 66%|██████▌ | 3515/5335 [00:45<00:27, 67.23it/s]\n8854 34.6392 : 66%|██████▌ | 3515/5335 [00:45<00:27, 67.23it/s]\n8854 34.6392 : 66%|██████▌ | 3523/5335 [00:45<00:26, 68.98it/s]\n8854 34.6392 : 66%|██████▌ | 3532/5335 [00:46<00:24, 72.85it/s]\n8874 32.6593 : 66%|██████▌ | 3532/5335 [00:46<00:24, 72.85it/s]\n8874 32.6593 : 66%|██████▋ | 3541/5335 [00:46<00:23, 76.85it/s]\n8874 32.6593 : 67%|██████▋ | 3551/5335 [00:46<00:21, 81.53it/s]\n8894 34.6610 : 67%|██████▋ | 3551/5335 [00:46<00:21, 81.53it/s]\n8894 34.6610 : 67%|██████▋ | 3561/5335 [00:46<00:20, 84.95it/s]\n8894 34.6610 : 67%|██████▋ | 3571/5335 [00:46<00:20, 87.90it/s]\n8914 32.2507 : 67%|██████▋ | 3571/5335 [00:46<00:20, 87.90it/s]\n8914 32.2507 : 67%|██████▋ | 3581/5335 [00:46<00:19, 88.84it/s]\n8914 32.2507 : 67%|██████▋ | 3591/5335 [00:46<00:19, 89.75it/s]\n8934 32.1560 : 67%|██████▋ | 3591/5335 [00:46<00:19, 89.75it/s]\n8934 32.1560 : 67%|██████▋ | 3600/5335 [00:46<00:19, 88.67it/s]\n8934 32.1560 : 68%|██████▊ | 3609/5335 [00:46<00:20, 84.76it/s]\n8934 32.1560 : 68%|██████▊ | 3618/5335 [00:47<00:22, 77.75it/s]\n8954 29.1278 : 68%|██████▊ | 3618/5335 [00:47<00:22, 77.75it/s]\n8954 29.1278 : 68%|██████▊ | 3626/5335 [00:47<00:24, 69.63it/s]\n8954 29.1278 : 68%|██████▊ | 3634/5335 [00:47<00:27, 61.90it/s]\n8974 26.9951 : 68%|██████▊ | 3634/5335 [00:47<00:27, 61.90it/s]\n8974 26.9951 : 68%|██████▊ | 3641/5335 [00:47<00:28, 58.46it/s]\n8974 26.9951 : 68%|██████▊ | 3648/5335 [00:47<00:29, 56.31it/s]\n8974 26.9951 : 68%|██████▊ | 3654/5335 [00:47<00:30, 55.96it/s]\n8994 23.9985 : 68%|██████▊ | 3654/5335 [00:47<00:30, 55.96it/s]\n8994 23.9985 : 69%|██████▊ | 3661/5335 [00:47<00:28, 58.08it/s]\n8994 23.9985 : 69%|██████▉ | 3668/5335 [00:47<00:27, 60.13it/s]\n8994 23.9985 : 69%|██████▉ | 3675/5335 [00:48<00:27, 61.24it/s]\n9014 35.0429 : 69%|██████▉ | 3675/5335 [00:48<00:27, 61.24it/s]\n9014 35.0429 : 69%|██████▉ | 3682/5335 [00:48<00:26, 63.19it/s]\n9014 35.0429 : 69%|██████▉ | 3690/5335 [00:48<00:24, 66.26it/s]\n9014 35.0429 : 69%|██████▉ | 3698/5335 [00:48<00:23, 69.19it/s]\n9034 28.6973 : 69%|██████▉ | 3698/5335 [00:48<00:23, 69.19it/s]\n9034 28.6973 : 69%|██████▉ | 3707/5335 [00:48<00:22, 72.91it/s]\n9034 28.6973 : 70%|██████▉ | 3716/5335 [00:48<00:21, 75.47it/s]\n9054 35.5231 : 70%|██████▉ | 3716/5335 [00:48<00:21, 75.47it/s]\n9054 35.5231 : 70%|██████▉ | 3724/5335 [00:48<00:21, 76.14it/s]\n9054 35.5231 : 70%|██████▉ | 3732/5335 [00:48<00:20, 76.81it/s]\n9074 33.5971 : 70%|██████▉ | 3732/5335 [00:48<00:20, 76.81it/s]\n9074 33.5971 : 70%|███████ | 3741/5335 [00:48<00:20, 78.02it/s]\n9074 33.5971 : 70%|███████ | 3749/5335 [00:49<00:20, 77.44it/s]\n9074 33.5971 : 70%|███████ | 3757/5335 [00:49<00:21, 75.00it/s]\n9094 27.9265 : 70%|███████ | 3757/5335 [00:49<00:21, 75.00it/s]\n9094 27.9265 : 71%|███████ | 3765/5335 [00:49<00:22, 69.83it/s]\n9094 27.9265 : 71%|███████ | 3773/5335 [00:49<00:24, 62.59it/s]\n9114 28.1592 : 71%|███████ | 3773/5335 [00:49<00:24, 62.59it/s]\n9114 28.1592 : 71%|███████ | 3780/5335 [00:49<00:27, 56.65it/s]\n9114 28.1592 : 71%|███████ | 3786/5335 [00:49<00:29, 51.82it/s]\n9114 28.1592 : 71%|███████ | 3792/5335 [00:49<00:31, 49.29it/s]\n9114 28.1592 : 71%|███████ | 3798/5335 [00:49<00:32, 47.84it/s]\n9134 28.9616 : 71%|███████ | 3798/5335 [00:50<00:32, 47.84it/s]\n9134 28.9616 : 71%|███████▏ | 3803/5335 [00:50<00:31, 48.30it/s]\n9134 28.9616 : 71%|███████▏ | 3809/5335 [00:50<00:30, 49.23it/s]\n9134 28.9616 : 72%|███████▏ | 3816/5335 [00:50<00:28, 53.54it/s]\n9154 21.5802 : 72%|███████▏ | 3816/5335 [00:50<00:28, 53.54it/s]\n9154 21.5802 : 72%|███████▏ | 3824/5335 [00:50<00:25, 58.98it/s]\n9154 21.5802 : 72%|███████▏ | 3832/5335 [00:50<00:23, 63.54it/s]\n9174 28.8226 : 72%|███████▏ | 3832/5335 [00:50<00:23, 63.54it/s]\n9174 28.8226 : 72%|███████▏ | 3840/5335 [00:50<00:22, 67.85it/s]\n9174 28.8226 : 72%|███████▏ | 3850/5335 [00:50<00:19, 75.37it/s]\n9194 27.3848 : 72%|███████▏ | 3850/5335 [00:50<00:19, 75.37it/s]\n9194 27.3848 : 72%|███████▏ | 3861/5335 [00:50<00:17, 84.27it/s]\n9194 27.3848 : 73%|███████▎ | 3873/5335 [00:50<00:15, 92.75it/s]\n9214 21.6313 : 73%|███████▎ | 3873/5335 [00:51<00:15, 92.75it/s]\n9214 21.6313 : 73%|███████▎ | 3885/5335 [00:51<00:14, 98.54it/s]\n9214 21.6313 : 73%|███████▎ | 3897/5335 [00:51<00:14, 102.25it/s]\n9234 26.8280 : 73%|███████▎ | 3897/5335 [00:51<00:14, 102.25it/s]\n9234 26.8280 : 73%|███████▎ | 3908/5335 [00:51<00:13, 103.81it/s]\n9234 26.8280 : 73%|███████▎ | 3919/5335 [00:51<00:13, 104.79it/s]\n9254 24.5276 : 73%|███████▎ | 3919/5335 [00:51<00:13, 104.79it/s]\n9254 24.5276 : 74%|███████▎ | 3930/5335 [00:51<00:13, 103.01it/s]\n9274 22.2361 : 74%|███████▎ | 3930/5335 [00:51<00:13, 103.01it/s]\n9274 22.2361 : 74%|███████▍ | 3941/5335 [00:51<00:14, 96.09it/s]\n9274 22.2361 : 74%|███████▍ | 3951/5335 [00:51<00:15, 88.94it/s]\n9294 27.7769 : 74%|███████▍ | 3951/5335 [00:51<00:15, 88.94it/s]\n9294 27.7769 : 74%|███████▍ | 3961/5335 [00:51<00:16, 84.46it/s]\n9294 27.7769 : 74%|███████▍ | 3970/5335 [00:51<00:16, 84.47it/s]\n9314 31.6160 : 74%|███████▍ | 3970/5335 [00:52<00:16, 84.47it/s]\n9314 31.6160 : 75%|███████▍ | 3980/5335 [00:52<00:15, 86.77it/s]\n9314 31.6160 : 75%|███████▍ | 3990/5335 [00:52<00:14, 89.68it/s]\n9334 31.5851 : 75%|███████▍ | 3990/5335 [00:52<00:14, 89.68it/s]\n9334 31.5851 : 75%|███████▌ | 4002/5335 [00:52<00:13, 96.42it/s]\n9334 31.5851 : 75%|███████▌ | 4015/5335 [00:52<00:12, 104.65it/s]\n9354 30.9438 : 75%|███████▌ | 4015/5335 [00:52<00:12, 104.65it/s]\n9354 30.9438 : 76%|███████▌ | 4029/5335 [00:52<00:11, 113.10it/s]\n9374 30.5893 : 76%|███████▌ | 4029/5335 [00:52<00:11, 113.10it/s]\n9374 30.5893 : 76%|███████▌ | 4042/5335 [00:52<00:10, 117.84it/s]\n9374 30.5893 : 76%|███████▌ | 4055/5335 [00:52<00:10, 120.73it/s]\n9394 31.3076 : 76%|███████▌ | 4055/5335 [00:52<00:10, 120.73it/s]\n9394 31.3076 : 76%|███████▋ | 4068/5335 [00:52<00:10, 122.03it/s]\n9414 29.7364 : 76%|███████▋ | 4068/5335 [00:52<00:10, 122.03it/s]\n9414 29.7364 : 76%|███████▋ | 4081/5335 [00:52<00:10, 121.25it/s]\n9414 29.7364 : 77%|███████▋ | 4094/5335 [00:53<00:10, 114.23it/s]\n9434 27.7419 : 77%|███████▋ | 4094/5335 [00:53<00:10, 114.23it/s]\n9434 27.7419 : 77%|███████▋ | 4106/5335 [00:53<00:11, 105.96it/s]\n9434 27.7419 : 77%|███████▋ | 4117/5335 [00:53<00:12, 100.53it/s]\n9454 30.7079 : 77%|███████▋ | 4117/5335 [00:53<00:12, 100.53it/s]\n9454 30.7079 : 77%|███████▋ | 4128/5335 [00:53<00:12, 95.12it/s]\n9454 30.7079 : 78%|███████▊ | 4138/5335 [00:53<00:12, 93.76it/s]\n9474 30.6799 : 78%|███████▊ | 4138/5335 [00:53<00:12, 93.76it/s]\n9474 30.6799 : 78%|███████▊ | 4148/5335 [00:53<00:12, 94.90it/s]\n9494 32.1660 : 78%|███████▊ | 4148/5335 [00:53<00:12, 94.90it/s]\n9494 32.1660 : 78%|███████▊ | 4160/5335 [00:53<00:11, 99.88it/s]\n9494 32.1660 : 78%|███████▊ | 4173/5335 [00:53<00:10, 108.05it/s]\n9514 34.9428 : 78%|███████▊ | 4173/5335 [00:53<00:10, 108.05it/s]\n9514 34.9428 : 78%|███████▊ | 4186/5335 [00:53<00:10, 113.53it/s]\n9514 34.9428 : 79%|███████▊ | 4199/5335 [00:54<00:09, 117.81it/s]\n9534 33.1573 : 79%|███████▊ | 4199/5335 [00:54<00:09, 117.81it/s]\n9534 33.1573 : 79%|███████▉ | 4212/5335 [00:54<00:09, 119.29it/s]\n9554 30.1198 : 79%|███████▉ | 4212/5335 [00:54<00:09, 119.29it/s]\n9554 30.1198 : 79%|███████▉ | 4224/5335 [00:54<00:09, 119.37it/s]\n9554 30.1198 : 79%|███████▉ | 4236/5335 [00:54<00:09, 117.37it/s]\n9574 29.2115 : 79%|███████▉ | 4236/5335 [00:54<00:09, 117.37it/s]\n9574 29.2115 : 80%|███████▉ | 4248/5335 [00:54<00:09, 108.96it/s]\n9594 27.4591 : 80%|███████▉ | 4248/5335 [00:54<00:09, 108.96it/s]\n9594 27.4591 : 80%|███████▉ | 4260/5335 [00:54<00:10, 100.03it/s]\n9594 27.4591 : 80%|████████ | 4271/5335 [00:54<00:11, 93.18it/s]\n9614 30.2467 : 80%|████████ | 4271/5335 [00:54<00:11, 93.18it/s]\n9614 30.2467 : 80%|████████ | 4281/5335 [00:54<00:11, 87.92it/s]\n9614 30.2467 : 80%|████████ | 4290/5335 [00:55<00:12, 86.00it/s]\n9634 28.4269 : 80%|████████ | 4290/5335 [00:55<00:12, 86.00it/s]\n9634 28.4269 : 81%|████████ | 4300/5335 [00:55<00:11, 88.25it/s]\n9634 28.4269 : 81%|████████ | 4311/5335 [00:55<00:11, 92.45it/s]\n9654 28.9402 : 81%|████████ | 4311/5335 [00:55<00:11, 92.45it/s]\n9654 28.9402 : 81%|████████ | 4323/5335 [00:55<00:10, 97.99it/s]\n9654 28.9402 : 81%|████████ | 4334/5335 [00:55<00:09, 100.96it/s]\n9674 29.8711 : 81%|████████ | 4334/5335 [00:55<00:09, 100.96it/s]\n9674 29.8711 : 81%|████████▏ | 4345/5335 [00:55<00:09, 103.39it/s]\n9674 29.8711 : 82%|████████▏ | 4356/5335 [00:55<00:09, 104.55it/s]\n9694 30.6128 : 82%|████████▏ | 4356/5335 [00:55<00:09, 104.55it/s]\n9694 30.6128 : 82%|████████▏ | 4367/5335 [00:55<00:09, 104.78it/s]\n9694 30.6128 : 82%|████████▏ | 4378/5335 [00:55<00:09, 104.65it/s]\n9714 27.3447 : 82%|████████▏ | 4378/5335 [00:55<00:09, 104.65it/s]\n9714 27.3447 : 82%|████████▏ | 4389/5335 [00:55<00:09, 100.53it/s]\n9734 24.9143 : 82%|████████▏ | 4389/5335 [00:56<00:09, 100.53it/s]\n9734 24.9143 : 82%|████████▏ | 4400/5335 [00:56<00:10, 91.80it/s]\n9734 24.9143 : 83%|████████▎ | 4410/5335 [00:56<00:10, 85.34it/s]\n9734 24.9143 : 83%|████████▎ | 4419/5335 [00:56<00:11, 81.94it/s]\n9754 21.6666 : 83%|████████▎ | 4419/5335 [00:56<00:11, 81.94it/s]\n9754 21.6666 : 83%|████████▎ | 4430/5335 [00:56<00:10, 89.10it/s]\n9774 32.3052 : 83%|████████▎ | 4430/5335 [00:56<00:10, 89.10it/s]\n9774 32.3052 : 83%|████████▎ | 4442/5335 [00:56<00:09, 97.01it/s]\n9774 32.3052 : 84%|████████▎ | 4456/5335 [00:56<00:08, 108.09it/s]\n9794 28.8486 : 84%|████████▎ | 4456/5335 [00:56<00:08, 108.09it/s]\n9794 28.8486 : 84%|████████▍ | 4472/5335 [00:56<00:07, 121.29it/s]\n9814 34.0393 : 84%|████████▍ | 4472/5335 [00:56<00:07, 121.29it/s]\n9814 34.0393 : 84%|████████▍ | 4488/5335 [00:56<00:06, 131.56it/s]\n9834 33.1414 : 84%|████████▍ | 4488/5335 [00:56<00:06, 131.56it/s]\n9834 33.1414 : 84%|████████▍ | 4504/5335 [00:57<00:05, 138.57it/s]\n9834 33.1414 : 85%|████████▍ | 4519/5335 [00:57<00:05, 141.75it/s]\n9854 30.9636 : 85%|████████▍ | 4519/5335 [00:57<00:05, 141.75it/s]\n9854 30.9636 : 85%|████████▍ | 4534/5335 [00:57<00:05, 142.51it/s]\n9874 29.3082 : 85%|████████▍ | 4534/5335 [00:57<00:05, 142.51it/s]\n9874 29.3082 : 85%|████████▌ | 4549/5335 [00:57<00:05, 135.90it/s]\n9894 28.9794 : 85%|████████▌ | 4549/5335 [00:57<00:05, 135.90it/s]\n9894 28.9794 : 86%|████████▌ | 4563/5335 [00:57<00:06, 124.74it/s]\n9894 28.9794 : 86%|████████▌ | 4576/5335 [00:57<00:06, 120.85it/s]\n9914 29.6191 : 86%|████████▌ | 4576/5335 [00:57<00:06, 120.85it/s]\n9914 29.6191 : 86%|████████▌ | 4591/5335 [00:57<00:05, 127.76it/s]\n9934 32.6368 : 86%|████████▌ | 4591/5335 [00:57<00:05, 127.76it/s]\n9934 32.6368 : 86%|████████▋ | 4608/5335 [00:57<00:05, 138.18it/s]\n9954 35.7302 : 86%|████████▋ | 4608/5335 [00:57<00:05, 138.18it/s]\n9954 35.7302 : 87%|████████▋ | 4627/5335 [00:57<00:04, 151.59it/s]\n9974 31.0219 : 87%|████████▋ | 4627/5335 [00:57<00:04, 151.59it/s]\n9974 31.0219 : 87%|████████▋ | 4646/5335 [00:57<00:04, 161.90it/s]\n9994 33.8852 : 87%|████████▋ | 4646/5335 [00:58<00:04, 161.90it/s]\n9994 33.8852 : 87%|████████▋ | 4665/5335 [00:58<00:03, 168.67it/s]\n10014 33.0017 : 87%|████████▋ | 4665/5335 [00:58<00:03, 168.67it/s]\n10014 33.0017 : 88%|████████▊ | 4683/5335 [00:58<00:03, 171.86it/s]\n10034 31.6877 : 88%|████████▊ | 4683/5335 [00:58<00:03, 171.86it/s]\n10034 31.6877 : 88%|████████▊ | 4701/5335 [00:58<00:03, 166.88it/s]\n10034 31.6877 : 88%|████████▊ | 4718/5335 [00:58<00:03, 154.41it/s]\n10054 33.0086 : 88%|████████▊ | 4718/5335 [00:58<00:03, 154.41it/s]\n10054 33.0086 : 89%|████████▊ | 4734/5335 [00:58<00:04, 136.83it/s]\n10074 33.4568 : 89%|████████▊ | 4734/5335 [00:58<00:04, 136.83it/s]\n10074 33.4568 : 89%|████████▉ | 4749/5335 [00:58<00:04, 123.44it/s]\n10094 31.6129 : 89%|████████▉ | 4749/5335 [00:58<00:04, 123.44it/s]\n10094 31.6129 : 89%|████████▉ | 4762/5335 [00:58<00:04, 120.51it/s]\n10094 31.6129 : 90%|████████▉ | 4775/5335 [00:58<00:04, 121.74it/s]\n10114 34.4337 : 90%|████████▉ | 4775/5335 [00:59<00:04, 121.74it/s]\n10114 34.4337 : 90%|████████▉ | 4788/5335 [00:59<00:04, 123.83it/s]\n10134 34.0974 : 90%|████████▉ | 4788/5335 [00:59<00:04, 123.83it/s]\n10134 34.0974 : 90%|████████▉ | 4801/5335 [00:59<00:04, 125.34it/s]\n10134 34.0974 : 90%|█████████ | 4815/5335 [00:59<00:04, 126.48it/s]\n10154 32.5790 : 90%|█████████ | 4815/5335 [00:59<00:04, 126.48it/s]\n10154 32.5790 : 90%|█████████ | 4828/5335 [00:59<00:04, 125.67it/s]\n10174 29.1869 : 90%|█████████ | 4828/5335 [00:59<00:04, 125.67it/s]\n10174 29.1869 : 91%|█████████ | 4841/5335 [00:59<00:04, 121.51it/s]\n10174 29.1869 : 91%|█████████ | 4854/5335 [00:59<00:04, 112.76it/s]\n10194 27.8703 : 91%|█████████ | 4854/5335 [00:59<00:04, 112.76it/s]\n10194 27.8703 : 91%|█████████ | 4866/5335 [00:59<00:04, 102.88it/s]\n10194 27.8703 : 91%|█████████▏| 4877/5335 [00:59<00:04, 97.20it/s]\n10214 31.4749 : 91%|█████████▏| 4877/5335 [00:59<00:04, 97.20it/s]\n10214 31.4749 : 92%|█████████▏| 4887/5335 [01:00<00:04, 89.96it/s]\n10214 31.4749 : 92%|█████████▏| 4897/5335 [01:00<00:05, 84.98it/s]\n10234 28.5640 : 92%|█████████▏| 4897/5335 [01:00<00:05, 84.98it/s]\n10234 28.5640 : 92%|█████████▏| 4906/5335 [01:00<00:05, 85.34it/s]\n10234 28.5640 : 92%|█████████▏| 4915/5335 [01:00<00:04, 86.10it/s]\n10254 30.0950 : 92%|█████████▏| 4915/5335 [01:00<00:04, 86.10it/s]\n10254 30.0950 : 92%|█████████▏| 4925/5335 [01:00<00:04, 88.87it/s]\n10254 30.0950 : 93%|█████████▎| 4935/5335 [01:00<00:04, 90.67it/s]\n10274 30.0434 : 93%|█████████▎| 4935/5335 [01:00<00:04, 90.67it/s]\n10274 30.0434 : 93%|█████████▎| 4945/5335 [01:00<00:04, 92.48it/s]\n10274 30.0434 : 93%|█████████▎| 4956/5335 [01:00<00:03, 94.85it/s]\n10294 31.4124 : 93%|█████████▎| 4956/5335 [01:00<00:03, 94.85it/s]\n10294 31.4124 : 93%|█████████▎| 4966/5335 [01:00<00:03, 96.00it/s]\n10294 31.4124 : 93%|█████████▎| 4976/5335 [01:01<00:03, 95.02it/s]\n10314 28.6914 : 93%|█████████▎| 4976/5335 [01:01<00:03, 95.02it/s]\n10314 28.6914 : 93%|█████████▎| 4986/5335 [01:01<00:03, 90.50it/s]\n10314 28.6914 : 94%|█████████▎| 4996/5335 [01:01<00:04, 83.09it/s]\n10334 30.7186 : 94%|█████████▎| 4996/5335 [01:01<00:04, 83.09it/s]\n10334 30.7186 : 94%|█████████▍| 5005/5335 [01:01<00:04, 75.48it/s]\n10334 30.7186 : 94%|█████████▍| 5013/5335 [01:01<00:04, 70.13it/s]\n10354 30.7312 : 94%|█████████▍| 5013/5335 [01:01<00:04, 70.13it/s]\n10354 30.7312 : 94%|█████████▍| 5021/5335 [01:01<00:04, 65.00it/s]\n10354 30.7312 : 94%|█████████▍| 5028/5335 [01:01<00:04, 63.84it/s]\n10354 30.7312 : 94%|█████████▍| 5037/5335 [01:01<00:04, 68.88it/s]\n10374 33.8690 : 94%|█████████▍| 5037/5335 [01:01<00:04, 68.88it/s]\n10374 33.8690 : 95%|█████████▍| 5047/5335 [01:02<00:03, 75.25it/s]\n10374 33.8690 : 95%|█████████▍| 5058/5335 [01:02<00:03, 83.01it/s]\n10394 32.4352 : 95%|█████████▍| 5058/5335 [01:02<00:03, 83.01it/s]\n10394 32.4352 : 95%|█████████▌| 5070/5335 [01:02<00:02, 91.12it/s]\n10414 36.5630 : 95%|█████████▌| 5070/5335 [01:02<00:02, 91.12it/s]\n10414 36.5630 : 95%|█████████▌| 5082/5335 [01:02<00:02, 98.68it/s]\n10414 36.5630 : 95%|█████████▌| 5094/5335 [01:02<00:02, 104.66it/s]\n10434 32.9275 : 95%|█████████▌| 5094/5335 [01:02<00:02, 104.66it/s]\n10434 32.9275 : 96%|█████████▌| 5107/5335 [01:02<00:02, 109.79it/s]\n10434 32.9275 : 96%|█████████▌| 5119/5335 [01:02<00:01, 112.60it/s]\n10454 33.1286 : 96%|█████████▌| 5119/5335 [01:02<00:01, 112.60it/s]\n10454 33.1286 : 96%|█████████▌| 5131/5335 [01:02<00:01, 113.03it/s]\n10474 28.2421 : 96%|█████████▌| 5131/5335 [01:02<00:01, 113.03it/s]\n10474 28.2421 : 96%|█████████▋| 5143/5335 [01:02<00:01, 109.44it/s]\n10474 28.2421 : 97%|█████████▋| 5155/5335 [01:03<00:01, 101.40it/s]\n10494 31.2798 : 97%|█████████▋| 5155/5335 [01:03<00:01, 101.40it/s]\n10494 31.2798 : 97%|█████████▋| 5166/5335 [01:03<00:01, 92.61it/s]\n10494 31.2798 : 97%|█████████▋| 5176/5335 [01:03<00:01, 85.97it/s]\n10514 31.8076 : 97%|█████████▋| 5176/5335 [01:03<00:01, 85.97it/s]\n10514 31.8076 : 97%|█████████▋| 5185/5335 [01:03<00:01, 84.76it/s]\n10514 31.8076 : 97%|█████████▋| 5196/5335 [01:03<00:01, 91.21it/s]\n10534 35.3887 : 97%|█████████▋| 5196/5335 [01:03<00:01, 91.21it/s]\n10534 35.3887 : 98%|█████████▊| 5209/5335 [01:03<00:01, 99.84it/s]\n10554 32.1720 : 98%|█████████▊| 5209/5335 [01:03<00:01, 99.84it/s]\n10554 32.1720 : 98%|█████████▊| 5223/5335 [01:03<00:01, 108.90it/s]\n10554 32.1720 : 98%|█████████▊| 5238/5335 [01:03<00:00, 119.98it/s]\n10574 36.3095 : 98%|█████████▊| 5238/5335 [01:03<00:00, 119.98it/s]\n10574 36.3095 : 98%|█████████▊| 5253/5335 [01:03<00:00, 128.48it/s]\n10594 33.9354 : 98%|█████████▊| 5253/5335 [01:03<00:00, 128.48it/s]\n10594 33.9354 : 99%|█████████▊| 5268/5335 [01:04<00:00, 134.26it/s]\n10614 29.6979 : 99%|█████████▊| 5268/5335 [01:04<00:00, 134.26it/s]\n10614 29.6979 : 99%|█████████▉| 5283/5335 [01:04<00:00, 136.88it/s]\n10614 29.6979 : 99%|█████████▉| 5297/5335 [01:04<00:00, 133.81it/s]\n10634 31.2182 : 99%|█████████▉| 5297/5335 [01:04<00:00, 133.81it/s]\n10634 31.2182 : 100%|█████████▉| 5311/5335 [01:04<00:00, 124.40it/s]\n10654 29.7634 : 100%|█████████▉| 5311/5335 [01:04<00:00, 124.40it/s]\n10654 29.7634 : 100%|█████████▉| 5324/5335 [01:04<00:00, 113.96it/s]\n10654 29.7634 : 100%|██████████| 5335/5335 [01:04<00:00, 82.53it/s]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 2\n epoch_size: 35\n batches_per_epoch: 35\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/35 [00:00<?, ?it/s]/root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/torch/nn/functional.py:3609: UserWarning: Default upsampling behavior when mode=bilinear is changed to align_corners=False since 0.4.0. Please specify align_corners=True if the old behavior is desired. See the documentation of nn.Upsample for details.\n warnings.warn(\n/root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/torch/nn/functional.py:3657: UserWarning: The default behavior for interpolate/upsample with float scale_factor changed in 1.6.0 to align with other frameworks/libraries, and now uses scale_factor directly, instead of relying on the computed output size. If you wish to restore the old behavior, please set recompute_scale_factor=True. See the documentation of nn.Upsample for details.\n warnings.warn(\n/root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/torch/nn/functional.py:718: UserWarning: Named tensors and all their associated APIs are an experimental feature and subject to change. Please do not use them for anything important until they are released as stable. (Triggered internally at /pytorch/c10/core/TensorImpl.h:1156.)\n return torch.max_pool2d(input, kernel_size, stride, padding, dilation, ceil_mode)\n\n 3%|▎ | 1/35 [00:02<01:14, 2.18s/it]\n 6%|▌ | 2/35 [00:03<01:04, 1.97s/it]\n 9%|▊ | 3/35 [00:06<01:04, 2.02s/it]\n 11%|█▏ | 4/35 [00:08<01:04, 2.08s/it]\n 14%|█▍ | 5/35 [00:09<00:57, 1.91s/it]\n 17%|█▋ | 6/35 [00:12<00:58, 2.02s/it]\n 20%|██ | 7/35 [00:13<00:48, 1.74s/it]\n 23%|██▎ | 8/35 [00:15<00:53, 1.98s/it]\n 26%|██▌ | 9/35 [00:17<00:51, 1.98s/it]\n 29%|██▊ | 10/35 [00:19<00:45, 1.83s/it]\n 31%|███▏ | 11/35 [00:21<00:48, 2.04s/it]\n 34%|███▍ | 12/35 [00:23<00:48, 2.10s/it]\n 37%|███▋ | 13/35 [00:25<00:42, 1.92s/it]\n 40%|████ | 14/35 [00:28<00:46, 2.23s/it]\n 43%|████▎ | 15/35 [00:31<00:49, 2.46s/it]\n 46%|████▌ | 16/35 [00:33<00:43, 2.28s/it]\n 49%|████▊ | 17/35 [00:36<00:44, 2.49s/it]\n 51%|█████▏ | 18/35 [00:38<00:41, 2.44s/it]\n 54%|█████▍ | 19/35 [00:41<00:39, 2.45s/it]\n10689 0.3898 0.0114 0.0015 : 54%|█████▍ | 19/35 [00:43<00:39, 2.45s/it]\n10689 0.3898 0.0114 0.0015 : 57%|█████▋ | 20/35 [00:43<00:36, 2.46s/it]\n10689 0.3898 0.0114 0.0015 : 60%|██████ | 21/35 [00:46<00:36, 2.62s/it]\n10689 0.3898 0.0114 0.0015 : 63%|██████▎ | 22/35 [00:48<00:29, 2.30s/it]\n10689 0.3898 0.0114 0.0015 : 66%|██████▌ | 23/35 [00:49<00:24, 2.06s/it]\n10689 0.3898 0.0114 0.0015 : 69%|██████▊ | 24/35 [00:50<00:20, 1.84s/it]\n10689 0.3898 0.0114 0.0015 : 71%|███████▏ | 25/35 [00:52<00:17, 1.75s/it]\n10689 0.3898 0.0114 0.0015 : 74%|███████▍ | 26/35 [00:55<00:18, 2.08s/it]\n10689 0.3898 0.0114 0.0015 : 77%|███████▋ | 27/35 [00:58<00:18, 2.34s/it]\n10689 0.3898 0.0114 0.0015 : 80%|████████ | 28/35 [01:00<00:16, 2.38s/it]\n10689 0.3898 0.0114 0.0015 : 83%|████████▎ | 29/35 [01:03<00:15, 2.52s/it]\n10689 0.3898 0.0114 0.0015 : 86%|████████▌ | 30/35 [01:05<00:11, 2.33s/it]\n10689 0.3898 0.0114 0.0015 : 89%|████████▊ | 31/35 [01:06<00:08, 2.02s/it]\n10689 0.3898 0.0114 0.0015 : 91%|█████████▏| 32/35 [01:09<00:06, 2.29s/it]\n10689 0.3898 0.0114 0.0015 : 94%|█████████▍| 33/35 [01:11<00:04, 2.05s/it]\n10689 0.3898 0.0114 0.0015 : 97%|█████████▋| 34/35 [01:12<00:01, 1.79s/it]\n10689 0.3898 0.0114 0.0015 : 100%|██████████| 35/35 [01:14<00:00, 1.81s/it]\n10689 0.3898 0.0114 0.0015 : 100%|██████████| 35/35 [01:14<00:00, 2.12s/it]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 3\n epoch_size: 35\n batches_per_epoch: 35\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/35 [00:00<?, ?it/s]\n 3%|▎ | 1/35 [00:02<01:39, 2.92s/it]\n 6%|▌ | 2/35 [00:04<01:11, 2.16s/it]\n 9%|▊ | 3/35 [00:07<01:16, 2.38s/it]\n 11%|█▏ | 4/35 [00:09<01:14, 2.41s/it]\n 14%|█▍ | 5/35 [00:12<01:13, 2.45s/it]\n 17%|█▋ | 6/35 [00:14<01:09, 2.39s/it]\n 20%|██ | 7/35 [00:15<00:59, 2.11s/it]\n 23%|██▎ | 8/35 [00:18<00:59, 2.20s/it]\n 26%|██▌ | 9/35 [00:21<01:03, 2.44s/it]\n 29%|██▊ | 10/35 [00:24<01:03, 2.56s/it]\n 31%|███▏ | 11/35 [00:25<00:52, 2.17s/it]\n 34%|███▍ | 12/35 [00:27<00:46, 2.03s/it]\n 37%|███▋ | 13/35 [00:28<00:38, 1.77s/it]\n 40%|████ | 14/35 [00:29<00:35, 1.69s/it]\n 43%|████▎ | 15/35 [00:32<00:41, 2.07s/it]\n 46%|████▌ | 16/35 [00:34<00:38, 2.00s/it]\n 49%|████▊ | 17/35 [00:35<00:29, 1.67s/it]\n 51%|█████▏ | 18/35 [00:37<00:27, 1.62s/it]\n 54%|█████▍ | 19/35 [00:38<00:27, 1.70s/it]\n10724 0.3262 0.0142 0.0023 : 54%|█████▍ | 19/35 [00:40<00:27, 1.70s/it]\n10724 0.3262 0.0142 0.0023 : 57%|█████▋ | 20/35 [00:40<00:26, 1.76s/it]\n10724 0.3262 0.0142 0.0023 : 60%|██████ | 21/35 [00:43<00:26, 1.90s/it]\n10724 0.3262 0.0142 0.0023 : 63%|██████▎ | 22/35 [00:44<00:23, 1.80s/it]\n10724 0.3262 0.0142 0.0023 : 66%|██████▌ | 23/35 [00:46<00:23, 1.92s/it]\n10724 0.3262 0.0142 0.0023 : 69%|██████▊ | 24/35 [00:49<00:22, 2.01s/it]\n10724 0.3262 0.0142 0.0023 : 71%|███████▏ | 25/35 [00:50<00:19, 1.97s/it]\n10724 0.3262 0.0142 0.0023 : 74%|███████▍ | 26/35 [00:52<00:17, 1.94s/it]\n10724 0.3262 0.0142 0.0023 : 77%|███████▋ | 27/35 [00:55<00:17, 2.21s/it]\n10724 0.3262 0.0142 0.0023 : 80%|████████ | 28/35 [00:57<00:14, 2.10s/it]\n10724 0.3262 0.0142 0.0023 : 83%|████████▎ | 29/35 [01:00<00:13, 2.26s/it]\n10724 0.3262 0.0142 0.0023 : 86%|████████▌ | 30/35 [01:02<00:11, 2.25s/it]\n10724 0.3262 0.0142 0.0023 : 89%|████████▊ | 31/35 [01:03<00:08, 2.07s/it]\n10724 0.3262 0.0142 0.0023 : 91%|█████████▏| 32/35 [01:06<00:06, 2.11s/it]\n10724 0.3262 0.0142 0.0023 : 94%|█████████▍| 33/35 [01:08<00:04, 2.23s/it]\n10724 0.3262 0.0142 0.0023 : 97%|█████████▋| 34/35 [01:11<00:02, 2.44s/it]\n10724 0.3262 0.0142 0.0023 : 100%|██████████| 35/35 [01:13<00:00, 2.16s/it]\n10724 0.3262 0.0142 0.0023 : 100%|██████████| 35/35 [01:13<00:00, 2.09s/it]\nSetting up [LPIPS] perceptual loss: trunk [vgg], v[0.1], spatial [off]\nLoading model from: /root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/lpips/weights/v0.1/vgg.pth\nDetected LLFF dataset\nUsing pre-scaled images from /root/.cache/arf/data/llff/room/images_4\nLoaded LLFF data /root/.cache/arf/data/llff/room 10.706691140704915 91.66782174279389\nrecentered (3, 4)\n[1.7806027 6.0023217]\nOverriding offset 250-> 250\ndmin = 1.780603, dmax = 6.002322, invz = 0, offset = 250\n\n 0%| | 0/6 [00:00<?, ?it/s]\n 50%|█████ | 3/6 [00:00<00:00, 24.44it/s]\n100%|██████████| 6/6 [00:00<00:00, 26.71it/s]\n100%|██████████| 6/6 [00:00<00:00, 26.31it/s]\n\n 0%| | 0/120 [00:00<?, ?it/s]\n100%|██████████| 120/120 [00:00<00:00, 72409.22it/s]\nz_bounds from LLFF: [1.7806026935577393, 6.002321720123291] (not used)\nscene_radius [1.496031746031746, 1.6613756613756614, 1.0]\nWriting to /root/.cache/arf/ckpt_arf/llff/room/e12cb738-5f9e-4fe7-85da-8f9a5aace7f8/test_renders_path\n\n 0%| | 0/120 [00:00<?, ?it/s]\n 1%| | 1/120 [00:00<01:09, 1.71it/s]\n 2%|▏ | 2/120 [00:01<01:04, 1.83it/s]\n 2%|▎ | 3/120 [00:01<01:03, 1.83it/s]\n 3%|▎ | 4/120 [00:02<01:03, 1.83it/s]\n 4%|▍ | 5/120 [00:02<01:03, 1.82it/s]\n 5%|▌ | 6/120 [00:03<01:03, 1.81it/s]\n 6%|▌ | 7/120 [00:03<01:02, 1.81it/s]\n 7%|▋ | 8/120 [00:04<01:01, 1.81it/s]\n 8%|▊ | 9/120 [00:04<01:00, 1.82it/s]\n 8%|▊ | 10/120 [00:05<00:59, 1.85it/s]\n 9%|▉ | 11/120 [00:05<00:58, 1.88it/s]\n 10%|█ | 12/120 [00:06<00:56, 1.91it/s]\n 11%|█ | 13/120 [00:06<00:54, 1.95it/s]\n 12%|█▏ | 14/120 [00:07<00:53, 1.99it/s]\n 12%|█▎ | 15/120 [00:07<00:51, 2.03it/s]\n 13%|█▎ | 16/120 [00:08<00:50, 2.05it/s]\n 14%|█▍ | 17/120 [00:08<00:49, 2.08it/s]\n 15%|█▌ | 18/120 [00:09<00:48, 2.08it/s]\n 16%|█▌ | 19/120 [00:09<00:48, 2.07it/s]\n 17%|█▋ | 20/120 [00:10<00:48, 2.04it/s]\n 18%|█▊ | 21/120 [00:10<00:49, 2.01it/s]\n 18%|█▊ | 22/120 [00:11<00:50, 1.96it/s]\n 19%|█▉ | 23/120 [00:11<00:50, 1.91it/s]\n 20%|██ | 24/120 [00:12<00:51, 1.87it/s]\n 21%|██ | 25/120 [00:13<00:51, 1.83it/s]\n 22%|██▏ | 26/120 [00:13<00:52, 1.80it/s]\n 22%|██▎ | 27/120 [00:14<00:52, 1.78it/s]\n 23%|██▎ | 28/120 [00:14<00:51, 1.77it/s]\n 24%|██▍ | 29/120 [00:15<00:51, 1.77it/s]\n 25%|██▌ | 30/120 [00:15<00:50, 1.79it/s]\n 26%|██▌ | 31/120 [00:16<00:49, 1.82it/s]\n 27%|██▋ | 32/120 [00:17<00:48, 1.82it/s]\n 28%|██▊ | 33/120 [00:17<00:48, 1.80it/s]\n 28%|██▊ | 34/120 [00:18<00:48, 1.79it/s]\n 29%|██▉ | 35/120 [00:18<00:47, 1.78it/s]\n 30%|███ | 36/120 [00:19<00:47, 1.77it/s]\n 31%|███ | 37/120 [00:19<00:46, 1.77it/s]\n 32%|███▏ | 38/120 [00:20<00:46, 1.78it/s]\n 32%|███▎ | 39/120 [00:20<00:45, 1.80it/s]\n 33%|███▎ | 40/120 [00:21<00:43, 1.82it/s]\n 34%|███▍ | 41/120 [00:21<00:42, 1.86it/s]\n 35%|███▌ | 42/120 [00:22<00:41, 1.90it/s]\n 36%|███▌ | 43/120 [00:22<00:39, 1.94it/s]\n 37%|███▋ | 44/120 [00:23<00:38, 1.99it/s]\n 38%|███▊ | 45/120 [00:23<00:36, 2.03it/s]\n 38%|███▊ | 46/120 [00:24<00:36, 2.04it/s]\n 39%|███▉ | 47/120 [00:24<00:35, 2.07it/s]\n 40%|████ | 48/120 [00:25<00:34, 2.07it/s]\n 41%|████ | 49/120 [00:25<00:34, 2.06it/s]\n 42%|████▏ | 50/120 [00:26<00:34, 2.03it/s]\n 42%|████▎ | 51/120 [00:26<00:34, 1.99it/s]\n 43%|████▎ | 52/120 [00:27<00:34, 1.95it/s]\n 44%|████▍ | 53/120 [00:27<00:35, 1.90it/s]\n 45%|████▌ | 54/120 [00:28<00:35, 1.86it/s]\n 46%|████▌ | 55/120 [00:29<00:35, 1.82it/s]\n 47%|████▋ | 56/120 [00:29<00:35, 1.79it/s]\n 48%|████▊ | 57/120 [00:30<00:35, 1.77it/s]\n 48%|████▊ | 58/120 [00:30<00:35, 1.75it/s]\n 49%|████▉ | 59/120 [00:31<00:34, 1.75it/s]\n 50%|█████ | 60/120 [00:31<00:33, 1.77it/s]\n 51%|█████ | 61/120 [00:32<00:32, 1.80it/s]\n 52%|█████▏ | 62/120 [00:33<00:32, 1.81it/s]\n 52%|█████▎ | 63/120 [00:33<00:31, 1.79it/s]\n 53%|█████▎ | 64/120 [00:34<00:31, 1.77it/s]\n 54%|█████▍ | 65/120 [00:34<00:31, 1.75it/s]\n 55%|█████▌ | 66/120 [00:35<00:31, 1.74it/s]\n 56%|█████▌ | 67/120 [00:35<00:30, 1.73it/s]\n 57%|█████▋ | 68/120 [00:36<00:29, 1.73it/s]\n 57%|█████▊ | 69/120 [00:37<00:29, 1.75it/s]\n 58%|█████▊ | 70/120 [00:37<00:28, 1.77it/s]\n 59%|█████▉ | 71/120 [00:38<00:27, 1.80it/s]\n 60%|██████ | 72/120 [00:38<00:26, 1.83it/s]\n 61%|██████ | 73/120 [00:39<00:25, 1.88it/s]\n 62%|██████▏ | 74/120 [00:39<00:23, 1.92it/s]\n 62%|██████▎ | 75/120 [00:40<00:22, 1.96it/s]\n 63%|██████▎ | 76/120 [00:40<00:22, 1.98it/s]\n 64%|██████▍ | 77/120 [00:41<00:21, 2.01it/s]\n 65%|██████▌ | 78/120 [00:41<00:20, 2.02it/s]\n 66%|██████▌ | 79/120 [00:42<00:20, 2.01it/s]\n 67%|██████▋ | 80/120 [00:42<00:20, 1.99it/s]\n 68%|██████▊ | 81/120 [00:43<00:19, 1.95it/s]\n 68%|██████▊ | 82/120 [00:43<00:19, 1.91it/s]\n 69%|██████▉ | 83/120 [00:44<00:19, 1.87it/s]\n 70%|███████ | 84/120 [00:44<00:19, 1.83it/s]\n 71%|███████ | 85/120 [00:45<00:19, 1.80it/s]\n 72%|███████▏ | 86/120 [00:46<00:19, 1.77it/s]\n 72%|███████▎ | 87/120 [00:46<00:18, 1.76it/s]\n 73%|███████▎ | 88/120 [00:47<00:18, 1.75it/s]\n 74%|███████▍ | 89/120 [00:47<00:17, 1.76it/s]\n 75%|███████▌ | 90/120 [00:48<00:16, 1.77it/s]\n 76%|███████▌ | 91/120 [00:48<00:16, 1.78it/s]\n 77%|███████▋ | 92/120 [00:49<00:15, 1.80it/s]\n 78%|███████▊ | 93/120 [00:49<00:14, 1.80it/s]\n 78%|███████▊ | 94/120 [00:50<00:14, 1.80it/s]\n 79%|███████▉ | 95/120 [00:51<00:13, 1.79it/s]\n 80%|████████ | 96/120 [00:51<00:13, 1.79it/s]\n 81%|████████ | 97/120 [00:52<00:12, 1.80it/s]\n 82%|████████▏ | 98/120 [00:52<00:12, 1.81it/s]\n 82%|████████▎ | 99/120 [00:53<00:11, 1.83it/s]\n 83%|████████▎ | 100/120 [00:53<00:10, 1.86it/s]\n 84%|████████▍ | 101/120 [00:54<00:09, 1.90it/s]\n 85%|████████▌ | 102/120 [00:54<00:09, 1.94it/s]\n 86%|████████▌ | 103/120 [00:55<00:08, 2.00it/s]\n 87%|████████▋ | 104/120 [00:55<00:07, 2.05it/s]\n 88%|████████▊ | 105/120 [00:56<00:07, 2.09it/s]\n 88%|████████▊ | 106/120 [00:56<00:06, 2.12it/s]\n 89%|████████▉ | 107/120 [00:57<00:06, 2.15it/s]\n 90%|█████████ | 108/120 [00:57<00:05, 2.16it/s]\n 91%|█████████ | 109/120 [00:58<00:05, 2.15it/s]\n 92%|█████████▏| 110/120 [00:58<00:04, 2.12it/s]\n 92%|█████████▎| 111/120 [00:58<00:04, 2.08it/s]\n 93%|█████████▎| 112/120 [00:59<00:03, 2.04it/s]\n 94%|█████████▍| 113/120 [01:00<00:03, 1.99it/s]\n 95%|█████████▌| 114/120 [01:00<00:03, 1.95it/s]\n 96%|█████████▌| 115/120 [01:01<00:02, 1.90it/s]\n 97%|█████████▋| 116/120 [01:01<00:02, 1.87it/s]\n 98%|█████████▊| 117/120 [01:02<00:01, 1.85it/s]\n 98%|█████████▊| 118/120 [01:02<00:01, 1.84it/s]\n 99%|█████████▉| 119/120 [01:03<00:00, 1.83it/s]\n100%|██████████| 120/120 [01:03<00:00, 1.85it/s]\n100%|██████████| 120/120 [01:03<00:00, 1.88it/s]\nIMAGEIO FFMPEG_WRITER WARNING: input image is not divisible by macro_block_size=8, resizing from (1008, 756) to (1008, 760) to ensure video compatibility with most codecs and players. To prevent resizing, make your input image divisible by the macro_block_size or set the macro_block_size to 1 (risking incompatibility).", "metrics": { "predict_time": 480.635635, "total_time": 815.669294 }, "output": "https://replicate.delivery/mgxm/a79bed19-42f0-4ed2-953f-82724525c8cc/test_renders_path.mp4", "started_at": "2022-06-23T21:56:11.406414Z", "status": "succeeded", "urls": { "get": "https://api.replicate.com/v1/predictions/jk5rbepsybgvxoibxzrfkoqyi4", "cancel": "https://api.replicate.com/v1/predictions/jk5rbepsybgvxoibxzrfkoqyi4/cancel" }, "version": "994f7f65d7375cda2acbdec7a189949dbc762a5eda64f18cd77cc38bbb4a94cf" }Generated inDownloading checkpoint for room Detected LLFF dataset Using pre-scaled images from /root/.cache/arf/data/llff/room/images_4 Loaded LLFF data /root/.cache/arf/data/llff/room 10.706691140704915 91.66782174279389 recentered (3, 4) [1.7806027 6.0023217] Overriding offset 250-> 250 dmin = 1.780603, dmax = 6.002322, invz = 0, offset = 250 0%| | 0/35 [00:00<?, ?it/s] 6%|▌ | 2/35 [00:00<00:02, 15.64it/s] 17%|█▋ | 6/35 [00:00<00:01, 24.97it/s] 29%|██▊ | 10/35 [00:00<00:00, 27.63it/s] 40%|████ | 14/35 [00:00<00:00, 29.13it/s] 51%|█████▏ | 18/35 [00:00<00:00, 29.91it/s] 60%|██████ | 21/35 [00:00<00:00, 28.03it/s] 71%|███████▏ | 25/35 [00:00<00:00, 29.25it/s] 83%|████████▎ | 29/35 [00:01<00:00, 30.21it/s] 94%|█████████▍| 33/35 [00:01<00:00, 30.60it/s] 100%|██████████| 35/35 [00:01<00:00, 29.09it/s] z_bounds from LLFF: [1.7806026935577393, 6.002321720123291] (not used) scene_radius [1.496031746031746, 1.6613756613756614, 1.0] Generating rays, scaling factor 1 ic| "Loaded ckpt: ": 'Loaded ckpt: ' args.init_ckpt: '/root/.cache/arf/ckpt_svox2/llff/room/ckpt.npz' ic| grid.basis_dim: 1 Render options RenderOptions(backend='cuvol', background_brightness=0.5, step_size=0.5, sigma_thresh=1e-08, stop_thresh=1e-07, last_sample_opaque=False, near_clip=0.0, use_spheric_clip=False, random_sigma_std=0.0, random_sigma_std_background=0.0) opt_style.py:508: DeprecationWarning: Starting with ImageIO v3 the behavior of this function will switch to that of iio.v3.imread. To keep the current behavior (and make this warning dissapear) use `import imageio.v2 as imageio` or call `imageio.v2.imread` directly. style_img = imageio.imread(args.style).astype(np.float32) / 255.0 ic| "Style image: ": 'Style image: ' args.style: '/tmp/tmpxma7nlvy20210215_110704.jpg' style_img.shape: torch.Size([283, 504, 3]) Downloading: "https://download.pytorch.org/models/vgg16-397923af.pth" to /root/.cache/torch/hub/checkpoints/vgg16-397923af.pth 0%| | 0.00/528M [00:00<?, ?B/s] 2%|▏ | 10.5M/528M [00:00<00:04, 110MB/s] 7%|▋ | 35.7M/528M [00:00<00:02, 201MB/s] 11%|█▏ | 60.0M/528M [00:00<00:02, 225MB/s] 15%|█▌ | 81.5M/528M [00:00<00:02, 201MB/s] 20%|██ | 107M/528M [00:00<00:01, 222MB/s] 25%|██▌ | 133M/528M [00:00<00:01, 240MB/s] 30%|███ | 160M/528M [00:00<00:01, 252MB/s] 35%|███▍ | 184M/528M [00:00<00:01, 248MB/s] 39%|███▉ | 208M/528M [00:01<00:01, 207MB/s] 45%|████▍ | 236M/528M [00:01<00:01, 228MB/s] 50%|████▉ | 264M/528M [00:01<00:01, 246MB/s] 55%|█████▌ | 291M/528M [00:01<00:00, 257MB/s] 60%|██████ | 318M/528M [00:01<00:00, 267MB/s] 65%|██████▌ | 344M/528M [00:01<00:00, 265MB/s] 70%|███████ | 370M/528M [00:01<00:00, 256MB/s] 75%|███████▌ | 398M/528M [00:01<00:00, 266MB/s] 81%|████████ | 425M/528M [00:01<00:00, 273MB/s] 86%|████████▌ | 453M/528M [00:01<00:00, 279MB/s] 91%|█████████ | 480M/528M [00:02<00:00, 267MB/s] 96%|█████████▌| 506M/528M [00:02<00:00, 261MB/s] 100%|██████████| 528M/528M [00:02<00:00, 249MB/s] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 0 epoch_size: 26671680 batches_per_epoch: 5335 batch_size: 5000 optim_type: 'ray' 0%| | 0/5335 [00:00<?, ?it/s] 0%| | 6/5335 [00:00<01:33, 57.15it/s] 0%| | 12/5335 [00:00<01:40, 52.81it/s] 0%| | 18/5335 [00:00<01:41, 52.14it/s] 19 13.9182 : 0%| | 18/5335 [00:00<01:41, 52.14it/s] 19 13.9182 : 0%| | 24/5335 [00:00<01:41, 52.56it/s] 19 13.9182 : 1%| | 30/5335 [00:00<01:38, 53.83it/s] 19 13.9182 : 1%| | 36/5335 [00:00<01:35, 55.77it/s] 39 18.9201 : 1%| | 36/5335 [00:00<01:35, 55.77it/s] 39 18.9201 : 1%| | 43/5335 [00:00<01:28, 59.78it/s] 39 18.9201 : 1%| | 51/5335 [00:00<01:20, 65.48it/s] 39 18.9201 : 1%| | 59/5335 [00:00<01:15, 69.46it/s] 59 19.1963 : 1%| | 59/5335 [00:00<01:15, 69.46it/s] 59 19.1963 : 1%|▏ | 68/5335 [00:01<01:10, 74.71it/s] 59 19.1963 : 1%|▏ | 77/5335 [00:01<01:07, 78.08it/s] 79 14.9607 : 1%|▏ | 77/5335 [00:01<01:07, 78.08it/s] 79 14.9607 : 2%|▏ | 86/5335 [00:01<01:05, 80.23it/s] 79 14.9607 : 2%|▏ | 95/5335 [00:01<01:04, 81.77it/s] 99 20.3827 : 2%|▏ | 95/5335 [00:01<01:04, 81.77it/s] 99 20.3827 : 2%|▏ | 104/5335 [00:01<01:03, 82.94it/s] 99 20.3827 : 2%|▏ | 113/5335 [00:01<01:03, 82.48it/s] 119 15.0778 : 2%|▏ | 113/5335 [00:01<01:03, 82.48it/s] 119 15.0778 : 2%|▏ | 122/5335 [00:01<01:05, 80.01it/s] 119 15.0778 : 2%|▏ | 131/5335 [00:01<01:09, 74.85it/s] 119 15.0778 : 3%|▎ | 139/5335 [00:01<01:14, 69.82it/s] 139 14.8123 : 3%|▎ | 139/5335 [00:02<01:14, 69.82it/s] 139 14.8123 : 3%|▎ | 147/5335 [00:02<01:18, 66.27it/s] 139 14.8123 : 3%|▎ | 154/5335 [00:02<01:19, 65.40it/s] 159 15.8836 : 3%|▎ | 154/5335 [00:02<01:19, 65.40it/s] 159 15.8836 : 3%|▎ | 161/5335 [00:02<01:18, 65.97it/s] 159 15.8836 : 3%|▎ | 168/5335 [00:02<01:18, 65.56it/s] 159 15.8836 : 3%|▎ | 175/5335 [00:02<01:17, 66.24it/s] 179 21.8512 : 3%|▎ | 175/5335 [00:02<01:17, 66.24it/s] 179 21.8512 : 3%|▎ | 183/5335 [00:02<01:15, 67.80it/s] 179 21.8512 : 4%|▎ | 191/5335 [00:02<01:12, 70.92it/s] 199 24.0293 : 4%|▎ | 191/5335 [00:02<01:12, 70.92it/s] 199 24.0293 : 4%|▎ | 200/5335 [00:02<01:07, 76.09it/s] 199 24.0293 : 4%|▍ | 211/5335 [00:02<01:00, 84.68it/s] 219 23.8389 : 4%|▍ | 211/5335 [00:03<01:00, 84.68it/s] 219 23.8389 : 4%|▍ | 222/5335 [00:03<00:56, 89.88it/s] 219 23.8389 : 4%|▍ | 233/5335 [00:03<00:53, 94.86it/s] 239 20.1648 : 4%|▍ | 233/5335 [00:03<00:53, 94.86it/s] 239 20.1648 : 5%|▍ | 244/5335 [00:03<00:52, 96.77it/s] 239 20.1648 : 5%|▍ | 255/5335 [00:03<00:51, 99.16it/s] 259 18.9441 : 5%|▍ | 255/5335 [00:03<00:51, 99.16it/s] 259 18.9441 : 5%|▍ | 265/5335 [00:03<00:51, 99.09it/s] 259 18.9441 : 5%|▌ | 275/5335 [00:03<00:52, 96.55it/s] 279 19.8353 : 5%|▌ | 275/5335 [00:03<00:52, 96.55it/s] 279 19.8353 : 5%|▌ | 285/5335 [00:03<00:55, 90.94it/s] 279 19.8353 : 6%|▌ | 295/5335 [00:03<00:59, 84.44it/s] 299 20.0977 : 6%|▌ | 295/5335 [00:03<00:59, 84.44it/s] 299 20.0977 : 6%|▌ | 304/5335 [00:04<01:02, 81.03it/s] 299 20.0977 : 6%|▌ | 313/5335 [00:04<01:07, 74.65it/s] 319 20.7689 : 6%|▌ | 313/5335 [00:04<01:07, 74.65it/s] 319 20.7689 : 6%|▌ | 321/5335 [00:04<01:12, 68.96it/s] 319 20.7689 : 6%|▌ | 329/5335 [00:04<01:14, 67.33it/s] 319 20.7689 : 6%|▋ | 336/5335 [00:04<01:14, 66.82it/s] 339 23.1662 : 6%|▋ | 336/5335 [00:04<01:14, 66.82it/s] 339 23.1662 : 6%|▋ | 344/5335 [00:04<01:12, 68.69it/s] 339 23.1662 : 7%|▋ | 353/5335 [00:04<01:07, 73.69it/s] 359 29.1565 : 7%|▋ | 353/5335 [00:04<01:07, 73.69it/s] 359 29.1565 : 7%|▋ | 363/5335 [00:04<01:02, 79.86it/s] 359 29.1565 : 7%|▋ | 374/5335 [00:04<00:57, 86.21it/s] 379 20.4150 : 7%|▋ | 374/5335 [00:05<00:57, 86.21it/s] 379 20.4150 : 7%|▋ | 384/5335 [00:05<00:55, 89.69it/s] 379 20.4150 : 7%|▋ | 394/5335 [00:05<00:53, 92.11it/s] 399 27.0045 : 7%|▋ | 394/5335 [00:05<00:53, 92.11it/s] 399 27.0045 : 8%|▊ | 404/5335 [00:05<00:52, 93.19it/s] 399 27.0045 : 8%|▊ | 415/5335 [00:05<00:51, 95.63it/s] 419 21.9441 : 8%|▊ | 415/5335 [00:05<00:51, 95.63it/s] 419 21.9441 : 8%|▊ | 425/5335 [00:05<00:52, 93.89it/s] 419 21.9441 : 8%|▊ | 435/5335 [00:05<00:56, 87.32it/s] 439 20.6839 : 8%|▊ | 435/5335 [00:05<00:56, 87.32it/s] 439 20.6839 : 8%|▊ | 444/5335 [00:05<01:00, 81.47it/s] 439 20.6839 : 8%|▊ | 453/5335 [00:05<01:03, 76.98it/s] 459 19.6108 : 8%|▊ | 453/5335 [00:05<01:03, 76.98it/s] 459 19.6108 : 9%|▊ | 461/5335 [00:06<01:08, 71.29it/s] 459 19.6108 : 9%|▉ | 469/5335 [00:06<01:17, 62.53it/s] 459 19.6108 : 9%|▉ | 476/5335 [00:06<01:25, 56.80it/s] 479 20.0596 : 9%|▉ | 476/5335 [00:06<01:25, 56.80it/s] 479 20.0596 : 9%|▉ | 482/5335 [00:06<01:28, 55.11it/s] 479 20.0596 : 9%|▉ | 488/5335 [00:06<01:29, 53.86it/s] 479 20.0596 : 9%|▉ | 494/5335 [00:06<01:29, 53.96it/s] 499 28.0423 : 9%|▉ | 494/5335 [00:06<01:29, 53.96it/s] 499 28.0423 : 9%|▉ | 501/5335 [00:06<01:25, 56.79it/s] 499 28.0423 : 10%|▉ | 509/5335 [00:06<01:18, 61.48it/s] 499 28.0423 : 10%|▉ | 517/5335 [00:06<01:12, 66.33it/s] 519 29.9968 : 10%|▉ | 517/5335 [00:07<01:12, 66.33it/s] 519 29.9968 : 10%|▉ | 525/5335 [00:07<01:08, 70.07it/s] 519 29.9968 : 10%|█ | 534/5335 [00:07<01:05, 73.44it/s] 539 24.6081 : 10%|█ | 534/5335 [00:07<01:05, 73.44it/s] 539 24.6081 : 10%|█ | 542/5335 [00:07<01:04, 74.74it/s] 539 24.6081 : 10%|█ | 550/5335 [00:07<01:03, 75.48it/s] 539 24.6081 : 10%|█ | 558/5335 [00:07<01:02, 76.75it/s] 559 26.1730 : 10%|█ | 558/5335 [00:07<01:02, 76.75it/s] 559 26.1730 : 11%|█ | 566/5335 [00:07<01:01, 77.69it/s] 559 26.1730 : 11%|█ | 574/5335 [00:07<01:02, 75.71it/s] 579 23.7392 : 11%|█ | 574/5335 [00:07<01:02, 75.71it/s] 579 23.7392 : 11%|█ | 582/5335 [00:07<01:06, 71.30it/s] 579 23.7392 : 11%|█ | 590/5335 [00:07<01:11, 66.16it/s] 579 23.7392 : 11%|█ | 597/5335 [00:08<01:15, 62.86it/s] 599 19.7848 : 11%|█ | 597/5335 [00:08<01:15, 62.86it/s] 599 19.7848 : 11%|█▏ | 604/5335 [00:08<01:19, 59.45it/s] 599 19.7848 : 11%|█▏ | 611/5335 [00:08<01:20, 58.66it/s] 599 19.7848 : 12%|█▏ | 617/5335 [00:08<01:22, 57.26it/s] 619 19.6394 : 12%|█▏ | 617/5335 [00:08<01:22, 57.26it/s] 619 19.6394 : 12%|█▏ | 623/5335 [00:08<01:24, 55.82it/s] 619 19.6394 : 12%|█▏ | 629/5335 [00:08<01:24, 55.90it/s] 619 19.6394 : 12%|█▏ | 635/5335 [00:08<01:24, 55.63it/s] 639 27.4114 : 12%|█▏ | 635/5335 [00:08<01:24, 55.63it/s] 639 27.4114 : 12%|█▏ | 641/5335 [00:08<01:23, 56.52it/s] 639 27.4114 : 12%|█▏ | 649/5335 [00:09<01:16, 61.07it/s] 639 27.4114 : 12%|█▏ | 657/5335 [00:09<01:11, 65.75it/s] 659 29.3311 : 12%|█▏ | 657/5335 [00:09<01:11, 65.75it/s] 659 29.3311 : 12%|█▏ | 666/5335 [00:09<01:05, 71.44it/s] 659 29.3311 : 13%|█▎ | 675/5335 [00:09<01:01, 75.74it/s] 679 27.0875 : 13%|█▎ | 675/5335 [00:09<01:01, 75.74it/s] 679 27.0875 : 13%|█▎ | 684/5335 [00:09<00:58, 79.05it/s] 679 27.0875 : 13%|█▎ | 693/5335 [00:09<00:56, 81.71it/s] 699 30.2778 : 13%|█▎ | 693/5335 [00:09<00:56, 81.71it/s] 699 30.2778 : 13%|█▎ | 702/5335 [00:09<00:56, 81.65it/s] 699 30.2778 : 13%|█▎ | 711/5335 [00:09<00:55, 82.72it/s] 719 26.5075 : 13%|█▎ | 711/5335 [00:09<00:55, 82.72it/s] 719 26.5075 : 13%|█▎ | 720/5335 [00:09<00:55, 82.47it/s] 719 26.5075 : 14%|█▎ | 729/5335 [00:10<00:57, 79.90it/s] 719 26.5075 : 14%|█▍ | 738/5335 [00:10<01:00, 75.55it/s] 739 24.7462 : 14%|█▍ | 738/5335 [00:10<01:00, 75.55it/s] 739 24.7462 : 14%|█▍ | 746/5335 [00:10<01:05, 70.29it/s] 739 24.7462 : 14%|█▍ | 754/5335 [00:10<01:10, 65.24it/s] 759 16.2637 : 14%|█▍ | 754/5335 [00:10<01:10, 65.24it/s] 759 16.2637 : 14%|█▍ | 761/5335 [00:10<01:12, 63.52it/s] 759 16.2637 : 14%|█▍ | 768/5335 [00:10<01:11, 64.18it/s] 759 16.2637 : 15%|█▍ | 775/5335 [00:10<01:09, 65.38it/s] 779 26.4725 : 15%|█▍ | 775/5335 [00:10<01:09, 65.38it/s] 779 26.4725 : 15%|█▍ | 783/5335 [00:10<01:07, 67.22it/s] 779 26.4725 : 15%|█▍ | 791/5335 [00:10<01:06, 68.80it/s] 799 29.2192 : 15%|█▍ | 791/5335 [00:11<01:06, 68.80it/s] 799 29.2192 : 15%|█▍ | 800/5335 [00:11<01:01, 73.79it/s] 799 29.2192 : 15%|█▌ | 811/5335 [00:11<00:55, 81.87it/s] 819 28.2124 : 15%|█▌ | 811/5335 [00:11<00:55, 81.87it/s] 819 28.2124 : 15%|█▌ | 822/5335 [00:11<00:50, 88.53it/s] 819 28.2124 : 16%|█▌ | 833/5335 [00:11<00:47, 93.87it/s] 839 28.8381 : 16%|█▌ | 833/5335 [00:11<00:47, 93.87it/s] 839 28.8381 : 16%|█▌ | 844/5335 [00:11<00:46, 97.62it/s] 839 28.8381 : 16%|█▌ | 854/5335 [00:11<00:45, 97.98it/s] 859 30.3902 : 16%|█▌ | 854/5335 [00:11<00:45, 97.98it/s] 859 30.3902 : 16%|█▌ | 865/5335 [00:11<00:44, 99.78it/s] 859 30.3902 : 16%|█▋ | 876/5335 [00:11<00:44, 100.04it/s] 879 30.5494 : 16%|█▋ | 876/5335 [00:11<00:44, 100.04it/s] 879 30.5494 : 17%|█▋ | 887/5335 [00:11<00:46, 95.65it/s] 879 30.5494 : 17%|█▋ | 897/5335 [00:12<00:49, 88.86it/s] 899 29.1229 : 17%|█▋ | 897/5335 [00:12<00:49, 88.86it/s] 899 29.1229 : 17%|█▋ | 907/5335 [00:12<00:53, 82.80it/s] 899 29.1229 : 17%|█▋ | 916/5335 [00:12<00:55, 80.11it/s] 919 25.1546 : 17%|█▋ | 916/5335 [00:12<00:55, 80.11it/s] 919 25.1546 : 17%|█▋ | 926/5335 [00:12<00:52, 84.27it/s] 919 25.1546 : 18%|█▊ | 937/5335 [00:12<00:49, 89.12it/s] 939 30.8453 : 18%|█▊ | 937/5335 [00:12<00:49, 89.12it/s] 939 30.8453 : 18%|█▊ | 948/5335 [00:12<00:46, 94.50it/s] 959 29.1182 : 18%|█▊ | 948/5335 [00:12<00:46, 94.50it/s] 959 29.1182 : 18%|█▊ | 962/5335 [00:12<00:41, 105.31it/s] 959 29.1182 : 18%|█▊ | 977/5335 [00:12<00:37, 116.69it/s] 979 34.5886 : 18%|█▊ | 977/5335 [00:12<00:37, 116.69it/s] 979 34.5886 : 19%|█▊ | 992/5335 [00:12<00:34, 124.74it/s] 999 29.6076 : 19%|█▊ | 992/5335 [00:13<00:34, 124.74it/s] 999 29.6076 : 19%|█▉ | 1006/5335 [00:13<00:33, 128.38it/s] 1019 27.4994 : 19%|█▉ | 1006/5335 [00:13<00:33, 128.38it/s] 1019 27.4994 : 19%|█▉ | 1020/5335 [00:13<00:32, 131.11it/s] 1019 27.4994 : 19%|█▉ | 1034/5335 [00:13<00:33, 129.65it/s] 1039 27.1137 : 19%|█▉ | 1034/5335 [00:13<00:33, 129.65it/s] 1039 27.1137 : 20%|█▉ | 1048/5335 [00:13<00:35, 122.06it/s] 1059 25.1461 : 20%|█▉ | 1048/5335 [00:13<00:35, 122.06it/s] 1059 25.1461 : 20%|█▉ | 1061/5335 [00:13<00:37, 112.63it/s] 1059 25.1461 : 20%|██ | 1073/5335 [00:13<00:42, 100.26it/s] 1079 25.1515 : 20%|██ | 1073/5335 [00:13<00:42, 100.26it/s] 1079 25.1515 : 20%|██ | 1084/5335 [00:13<00:46, 91.05it/s] 1079 25.1515 : 21%|██ | 1094/5335 [00:13<00:49, 86.51it/s] 1099 23.4184 : 21%|██ | 1094/5335 [00:14<00:49, 86.51it/s] 1099 23.4184 : 21%|██ | 1103/5335 [00:14<00:48, 86.68it/s] 1099 23.4184 : 21%|██ | 1113/5335 [00:14<00:47, 89.72it/s] 1119 29.3860 : 21%|██ | 1113/5335 [00:14<00:47, 89.72it/s] 1119 29.3860 : 21%|██ | 1124/5335 [00:14<00:44, 93.77it/s] 1119 29.3860 : 21%|██▏ | 1135/5335 [00:14<00:43, 97.55it/s] 1139 25.0483 : 21%|██▏ | 1135/5335 [00:14<00:43, 97.55it/s] 1139 25.0483 : 21%|██▏ | 1146/5335 [00:14<00:41, 100.54it/s] 1139 25.0483 : 22%|██▏ | 1157/5335 [00:14<00:40, 102.15it/s] 1159 30.2014 : 22%|██▏ | 1157/5335 [00:14<00:40, 102.15it/s] 1159 30.2014 : 22%|██▏ | 1168/5335 [00:14<00:40, 102.77it/s] 1159 30.2014 : 22%|██▏ | 1179/5335 [00:14<00:40, 103.06it/s] 1179 23.6547 : 22%|██▏ | 1179/5335 [00:14<00:40, 103.06it/s] 1179 23.6547 : 22%|██▏ | 1190/5335 [00:14<00:41, 99.10it/s] 1199 22.0813 : 22%|██▏ | 1190/5335 [00:15<00:41, 99.10it/s] 1199 22.0813 : 22%|██▏ | 1200/5335 [00:15<00:45, 91.48it/s] 1199 22.0813 : 23%|██▎ | 1210/5335 [00:15<00:48, 85.16it/s] 1199 22.0813 : 23%|██▎ | 1219/5335 [00:15<00:50, 81.40it/s] 1219 19.0013 : 23%|██▎ | 1219/5335 [00:15<00:50, 81.40it/s] 1219 19.0013 : 23%|██▎ | 1228/5335 [00:15<00:59, 68.83it/s] 1219 19.0013 : 23%|██▎ | 1236/5335 [00:15<01:04, 63.36it/s] 1239 28.9352 : 23%|██▎ | 1236/5335 [00:15<01:04, 63.36it/s] 1239 28.9352 : 23%|██▎ | 1243/5335 [00:15<01:07, 60.79it/s] 1239 28.9352 : 23%|██▎ | 1250/5335 [00:15<01:08, 59.85it/s] 1239 28.9352 : 24%|██▎ | 1257/5335 [00:16<01:06, 61.34it/s] 1259 26.1199 : 24%|██▎ | 1257/5335 [00:16<01:06, 61.34it/s] 1259 26.1199 : 24%|██▎ | 1265/5335 [00:16<01:03, 64.07it/s] 1259 26.1199 : 24%|██▍ | 1273/5335 [00:16<00:59, 68.08it/s] 1279 29.9737 : 24%|██▍ | 1273/5335 [00:16<00:59, 68.08it/s] 1279 29.9737 : 24%|██▍ | 1282/5335 [00:16<00:56, 71.87it/s] 1279 29.9737 : 24%|██▍ | 1291/5335 [00:16<00:54, 74.63it/s] 1299 23.7229 : 24%|██▍ | 1291/5335 [00:16<00:54, 74.63it/s] 1299 23.7229 : 24%|██▍ | 1300/5335 [00:16<00:52, 76.52it/s] 1299 23.7229 : 25%|██▍ | 1308/5335 [00:16<00:52, 77.22it/s] 1299 23.7229 : 25%|██▍ | 1317/5335 [00:16<00:51, 78.45it/s] 1319 26.9578 : 25%|██▍ | 1317/5335 [00:16<00:51, 78.45it/s] 1319 26.9578 : 25%|██▍ | 1326/5335 [00:16<00:50, 79.06it/s] 1319 26.9578 : 25%|██▌ | 1334/5335 [00:16<00:51, 78.11it/s] 1339 27.0749 : 25%|██▌ | 1334/5335 [00:17<00:51, 78.11it/s] 1339 27.0749 : 25%|██▌ | 1342/5335 [00:17<00:53, 75.20it/s] 1339 27.0749 : 25%|██▌ | 1350/5335 [00:17<00:56, 70.12it/s] 1339 27.0749 : 25%|██▌ | 1358/5335 [00:17<01:01, 65.14it/s] 1359 23.8464 : 25%|██▌ | 1358/5335 [00:17<01:01, 65.14it/s] 1359 23.8464 : 26%|██▌ | 1365/5335 [00:17<01:04, 61.46it/s] 1359 23.8464 : 26%|██▌ | 1372/5335 [00:17<01:06, 59.79it/s] 1359 23.8464 : 26%|██▌ | 1379/5335 [00:17<01:07, 58.82it/s] 1379 19.4152 : 26%|██▌ | 1379/5335 [00:17<01:07, 58.82it/s] 1379 19.4152 : 26%|██▌ | 1386/5335 [00:17<01:06, 59.38it/s] 1379 19.4152 : 26%|██▌ | 1393/5335 [00:17<01:05, 60.28it/s] 1399 21.3919 : 26%|██▌ | 1393/5335 [00:18<01:05, 60.28it/s] 1399 21.3919 : 26%|██▌ | 1400/5335 [00:18<01:03, 61.94it/s] 1399 21.3919 : 26%|██▋ | 1408/5335 [00:18<00:59, 65.57it/s] 1399 21.3919 : 27%|██▋ | 1416/5335 [00:18<00:56, 69.13it/s] 1419 28.8228 : 27%|██▋ | 1416/5335 [00:18<00:56, 69.13it/s] 1419 28.8228 : 27%|██▋ | 1425/5335 [00:18<00:52, 73.86it/s] 1419 28.8228 : 27%|██▋ | 1434/5335 [00:18<00:50, 77.41it/s] 1439 20.2583 : 27%|██▋ | 1434/5335 [00:18<00:50, 77.41it/s] 1439 20.2583 : 27%|██▋ | 1443/5335 [00:18<00:49, 79.29it/s] 1439 20.2583 : 27%|██▋ | 1452/5335 [00:18<00:47, 81.31it/s] 1459 28.2530 : 27%|██▋ | 1452/5335 [00:18<00:47, 81.31it/s] 1459 28.2530 : 27%|██▋ | 1461/5335 [00:18<00:46, 82.56it/s] 1459 28.2530 : 28%|██▊ | 1470/5335 [00:18<00:46, 82.86it/s] 1459 28.2530 : 28%|██▊ | 1479/5335 [00:19<00:46, 82.81it/s] 1479 24.5410 : 28%|██▊ | 1479/5335 [00:19<00:46, 82.81it/s] 1479 24.5410 : 28%|██▊ | 1488/5335 [00:19<00:46, 82.07it/s] 1479 24.5410 : 28%|██▊ | 1497/5335 [00:19<00:49, 77.28it/s] 1499 24.4575 : 28%|██▊ | 1497/5335 [00:19<00:49, 77.28it/s] 1499 24.4575 : 28%|██▊ | 1505/5335 [00:19<00:53, 71.05it/s] 1499 24.4575 : 28%|██▊ | 1513/5335 [00:19<00:58, 65.52it/s] 1519 16.4545 : 28%|██▊ | 1513/5335 [00:19<00:58, 65.52it/s] 1519 16.4545 : 28%|██▊ | 1520/5335 [00:19<01:01, 62.48it/s] 1519 16.4545 : 29%|██▊ | 1527/5335 [00:19<00:59, 63.49it/s] 1519 16.4545 : 29%|██▉ | 1536/5335 [00:19<00:55, 68.67it/s] 1539 29.1217 : 29%|██▉ | 1536/5335 [00:19<00:55, 68.67it/s] 1539 29.1217 : 29%|██▉ | 1545/5335 [00:20<00:52, 72.68it/s] 1539 29.1217 : 29%|██▉ | 1555/5335 [00:20<00:47, 78.78it/s] 1559 26.6555 : 29%|██▉ | 1555/5335 [00:20<00:47, 78.78it/s] 1559 26.6555 : 29%|██▉ | 1566/5335 [00:20<00:44, 85.28it/s] 1559 26.6555 : 30%|██▉ | 1578/5335 [00:20<00:40, 92.85it/s] 1579 31.6989 : 30%|██▉ | 1578/5335 [00:20<00:40, 92.85it/s] 1579 31.6989 : 30%|██▉ | 1590/5335 [00:20<00:38, 98.16it/s] 1599 30.7538 : 30%|██▉ | 1590/5335 [00:20<00:38, 98.16it/s] 1599 30.7538 : 30%|███ | 1602/5335 [00:20<00:36, 102.37it/s] 1599 30.7538 : 30%|███ | 1614/5335 [00:20<00:35, 105.13it/s] 1619 31.0571 : 30%|███ | 1614/5335 [00:20<00:35, 105.13it/s] 1619 31.0571 : 30%|███ | 1625/5335 [00:20<00:34, 106.40it/s] 1619 31.0571 : 31%|███ | 1636/5335 [00:20<00:34, 106.49it/s] 1639 29.5371 : 31%|███ | 1636/5335 [00:20<00:34, 106.49it/s] 1639 29.5371 : 31%|███ | 1647/5335 [00:20<00:35, 102.87it/s] 1639 29.5371 : 31%|███ | 1658/5335 [00:21<00:38, 95.49it/s] 1659 29.3311 : 31%|███ | 1658/5335 [00:21<00:38, 95.49it/s] 1659 29.3311 : 31%|███▏ | 1668/5335 [00:21<00:41, 87.95it/s] 1659 29.3311 : 31%|███▏ | 1677/5335 [00:21<00:43, 84.85it/s] 1679 22.2262 : 31%|███▏ | 1677/5335 [00:21<00:43, 84.85it/s] 1679 22.2262 : 32%|███▏ | 1690/5335 [00:21<00:38, 95.32it/s] 1699 29.3239 : 32%|███▏ | 1690/5335 [00:21<00:38, 95.32it/s] 1699 29.3239 : 32%|███▏ | 1703/5335 [00:21<00:35, 103.54it/s] 1699 29.3239 : 32%|███▏ | 1718/5335 [00:21<00:31, 115.84it/s] 1719 27.8564 : 32%|███▏ | 1718/5335 [00:21<00:31, 115.84it/s] 1719 27.8564 : 33%|███▎ | 1735/5335 [00:21<00:27, 129.75it/s] 1739 34.8716 : 33%|███▎ | 1735/5335 [00:21<00:27, 129.75it/s] 1739 34.8716 : 33%|███▎ | 1752/5335 [00:21<00:25, 139.55it/s] 1759 31.4258 : 33%|███▎ | 1752/5335 [00:21<00:25, 139.55it/s] 1759 31.4258 : 33%|███▎ | 1768/5335 [00:21<00:24, 145.31it/s] 1779 31.2334 : 33%|███▎ | 1768/5335 [00:22<00:24, 145.31it/s] 1779 31.2334 : 33%|███▎ | 1784/5335 [00:22<00:23, 148.61it/s] 1779 31.2334 : 34%|███▎ | 1799/5335 [00:22<00:24, 147.13it/s] 1799 28.8859 : 34%|███▎ | 1799/5335 [00:22<00:24, 147.13it/s] 1799 28.8859 : 34%|███▍ | 1814/5335 [00:22<00:25, 136.48it/s] 1819 25.2392 : 34%|███▍ | 1814/5335 [00:22<00:25, 136.48it/s] 1819 25.2392 : 34%|███▍ | 1828/5335 [00:22<00:27, 127.82it/s] 1839 30.5155 : 34%|███▍ | 1828/5335 [00:22<00:27, 127.82it/s] 1839 30.5155 : 35%|███▍ | 1843/5335 [00:22<00:26, 133.16it/s] 1859 25.0276 : 35%|███▍ | 1843/5335 [00:22<00:26, 133.16it/s] 1859 25.0276 : 35%|███▍ | 1860/5335 [00:22<00:24, 142.73it/s] 1879 33.9838 : 35%|███▍ | 1860/5335 [00:22<00:24, 142.73it/s] 1879 33.9838 : 35%|███▌ | 1880/5335 [00:22<00:22, 156.80it/s] 1899 31.3186 : 35%|███▌ | 1880/5335 [00:22<00:22, 156.80it/s] 1899 31.3186 : 36%|███▌ | 1900/5335 [00:22<00:20, 168.40it/s] 1919 31.3681 : 36%|███▌ | 1900/5335 [00:22<00:20, 168.40it/s] 1919 31.3681 : 36%|███▌ | 1920/5335 [00:22<00:19, 177.31it/s] 1939 29.4955 : 36%|███▌ | 1920/5335 [00:23<00:19, 177.31it/s] 1939 29.4955 : 36%|███▋ | 1940/5335 [00:23<00:18, 181.53it/s] 1939 29.4955 : 37%|███▋ | 1959/5335 [00:23<00:19, 176.36it/s] 1959 26.8302 : 37%|███▋ | 1959/5335 [00:23<00:19, 176.36it/s] 1959 26.8302 : 37%|███▋ | 1977/5335 [00:23<00:20, 166.32it/s] 1979 20.5612 : 37%|███▋ | 1977/5335 [00:23<00:20, 166.32it/s] 1979 20.5612 : 37%|███▋ | 1994/5335 [00:23<00:23, 143.83it/s] 1999 32.7132 : 37%|███▋ | 1994/5335 [00:23<00:23, 143.83it/s] 1999 32.7132 : 38%|███▊ | 2009/5335 [00:23<00:25, 130.12it/s] 2019 28.0835 : 38%|███▊ | 2009/5335 [00:23<00:25, 130.12it/s] 2019 28.0835 : 38%|███▊ | 2023/5335 [00:23<00:25, 128.04it/s] 2019 28.0835 : 38%|███▊ | 2037/5335 [00:23<00:25, 130.11it/s] 2039 33.4160 : 38%|███▊ | 2037/5335 [00:23<00:25, 130.11it/s] 2039 33.4160 : 38%|███▊ | 2051/5335 [00:23<00:24, 131.73it/s] 2059 32.2716 : 38%|███▊ | 2051/5335 [00:24<00:24, 131.73it/s] 2059 32.2716 : 39%|███▊ | 2065/5335 [00:24<00:24, 132.77it/s] 2059 32.2716 : 39%|███▉ | 2079/5335 [00:24<00:24, 132.53it/s] 2079 29.3793 : 39%|███▉ | 2079/5335 [00:24<00:24, 132.53it/s] 2079 29.3793 : 39%|███▉ | 2093/5335 [00:24<00:24, 130.29it/s] 2099 24.8845 : 39%|███▉ | 2093/5335 [00:24<00:24, 130.29it/s] 2099 24.8845 : 39%|███▉ | 2107/5335 [00:24<00:26, 122.68it/s] 2119 25.9622 : 39%|███▉ | 2107/5335 [00:24<00:26, 122.68it/s] 2119 25.9622 : 40%|███▉ | 2120/5335 [00:24<00:28, 111.09it/s] 2119 25.9622 : 40%|███▉ | 2132/5335 [00:24<00:30, 104.26it/s] 2139 24.3624 : 40%|███▉ | 2132/5335 [00:24<00:30, 104.26it/s] 2139 24.3624 : 40%|████ | 2143/5335 [00:24<00:34, 91.35it/s] 2139 24.3624 : 40%|████ | 2153/5335 [00:24<00:39, 81.33it/s] 2159 20.9427 : 40%|████ | 2153/5335 [00:25<00:39, 81.33it/s] 2159 20.9427 : 41%|████ | 2162/5335 [00:25<00:40, 78.09it/s] 2159 20.9427 : 41%|████ | 2171/5335 [00:25<00:40, 77.19it/s] 2179 26.4755 : 41%|████ | 2171/5335 [00:25<00:40, 77.19it/s] 2179 26.4755 : 41%|████ | 2180/5335 [00:25<00:40, 78.05it/s] 2179 26.4755 : 41%|████ | 2189/5335 [00:25<00:39, 78.87it/s] 2179 26.4755 : 41%|████ | 2198/5335 [00:25<00:39, 79.17it/s] 2199 19.6746 : 41%|████ | 2198/5335 [00:25<00:39, 79.17it/s] 2199 19.6746 : 41%|████▏ | 2207/5335 [00:25<00:39, 79.64it/s] 2199 19.6746 : 42%|████▏ | 2216/5335 [00:25<00:38, 80.33it/s] 2219 30.3226 : 42%|████▏ | 2216/5335 [00:25<00:38, 80.33it/s] 2219 30.3226 : 42%|████▏ | 2225/5335 [00:25<00:38, 80.43it/s] 2219 30.3226 : 42%|████▏ | 2234/5335 [00:26<00:39, 78.24it/s] 2239 22.8082 : 42%|████▏ | 2234/5335 [00:26<00:39, 78.24it/s] 2239 22.8082 : 42%|████▏ | 2242/5335 [00:26<00:41, 74.46it/s] 2239 22.8082 : 42%|████▏ | 2250/5335 [00:26<00:44, 68.93it/s] 2239 22.8082 : 42%|████▏ | 2257/5335 [00:26<00:48, 63.68it/s] 2259 22.4350 : 42%|████▏ | 2257/5335 [00:26<00:48, 63.68it/s] 2259 22.4350 : 42%|████▏ | 2264/5335 [00:26<00:52, 58.50it/s] 2259 22.4350 : 43%|████▎ | 2270/5335 [00:26<00:55, 55.39it/s] 2259 22.4350 : 43%|████▎ | 2276/5335 [00:26<00:57, 53.17it/s] 2279 16.4008 : 43%|████▎ | 2276/5335 [00:26<00:57, 53.17it/s] 2279 16.4008 : 43%|████▎ | 2282/5335 [00:26<00:57, 53.01it/s] 2279 16.4008 : 43%|████▎ | 2288/5335 [00:27<00:56, 54.33it/s] 2279 16.4008 : 43%|████▎ | 2296/5335 [00:27<00:50, 59.60it/s] 2299 29.8579 : 43%|████▎ | 2296/5335 [00:27<00:50, 59.60it/s] 2299 29.8579 : 43%|████▎ | 2304/5335 [00:27<00:47, 63.50it/s] 2299 29.8579 : 43%|████▎ | 2313/5335 [00:27<00:43, 69.11it/s] 2319 27.2852 : 43%|████▎ | 2313/5335 [00:27<00:43, 69.11it/s] 2319 27.2852 : 44%|████▎ | 2322/5335 [00:27<00:40, 74.06it/s] 2319 27.2852 : 44%|████▎ | 2332/5335 [00:27<00:37, 80.16it/s] 2339 32.6107 : 44%|████▎ | 2332/5335 [00:27<00:37, 80.16it/s] 2339 32.6107 : 44%|████▍ | 2342/5335 [00:27<00:35, 84.98it/s] 2339 32.6107 : 44%|████▍ | 2352/5335 [00:27<00:34, 87.46it/s] 2359 29.0555 : 44%|████▍ | 2352/5335 [00:27<00:34, 87.46it/s] 2359 29.0555 : 44%|████▍ | 2362/5335 [00:27<00:32, 90.35it/s] 2359 29.0555 : 44%|████▍ | 2372/5335 [00:27<00:31, 92.86it/s] 2379 27.6060 : 44%|████▍ | 2372/5335 [00:28<00:31, 92.86it/s] 2379 27.6060 : 45%|████▍ | 2382/5335 [00:28<00:31, 92.54it/s] 2379 27.6060 : 45%|████▍ | 2392/5335 [00:28<00:33, 88.19it/s] 2399 27.2775 : 45%|████▍ | 2392/5335 [00:28<00:33, 88.19it/s] 2399 27.2775 : 45%|████▌ | 2401/5335 [00:28<00:35, 81.51it/s] 2399 27.2775 : 45%|████▌ | 2410/5335 [00:28<00:39, 73.86it/s] 2399 27.2775 : 45%|████▌ | 2418/5335 [00:28<00:43, 67.41it/s] 2419 18.9348 : 45%|████▌ | 2418/5335 [00:28<00:43, 67.41it/s] 2419 18.9348 : 45%|████▌ | 2425/5335 [00:28<00:46, 63.01it/s] 2419 18.9348 : 46%|████▌ | 2432/5335 [00:28<00:47, 61.10it/s] 2419 18.9348 : 46%|████▌ | 2439/5335 [00:29<00:47, 61.22it/s] 2439 24.1141 : 46%|████▌ | 2439/5335 [00:29<00:47, 61.22it/s] 2439 24.1141 : 46%|████▌ | 2448/5335 [00:29<00:42, 68.38it/s] 2439 24.1141 : 46%|████▌ | 2458/5335 [00:29<00:38, 74.98it/s] 2459 34.2246 : 46%|████▌ | 2458/5335 [00:29<00:38, 74.98it/s] 2459 34.2246 : 46%|████▋ | 2468/5335 [00:29<00:35, 81.39it/s] 2459 34.2246 : 46%|████▋ | 2479/5335 [00:29<00:32, 88.85it/s] 2479 22.7457 : 46%|████▋ | 2479/5335 [00:29<00:32, 88.85it/s] 2479 22.7457 : 47%|████▋ | 2491/5335 [00:29<00:29, 96.19it/s] 2499 35.2970 : 47%|████▋ | 2491/5335 [00:29<00:29, 96.19it/s] 2499 35.2970 : 47%|████▋ | 2503/5335 [00:29<00:27, 101.33it/s] 2499 35.2970 : 47%|████▋ | 2515/5335 [00:29<00:26, 105.75it/s] 2519 30.8670 : 47%|████▋ | 2515/5335 [00:29<00:26, 105.75it/s] 2519 30.8670 : 47%|████▋ | 2527/5335 [00:29<00:26, 107.94it/s] 2519 30.8670 : 48%|████▊ | 2538/5335 [00:29<00:25, 107.77it/s] 2539 28.0160 : 48%|████▊ | 2538/5335 [00:29<00:25, 107.77it/s] 2539 28.0160 : 48%|████▊ | 2549/5335 [00:30<00:26, 103.36it/s] 2559 19.9876 : 48%|████▊ | 2549/5335 [00:30<00:26, 103.36it/s] 2559 19.9876 : 48%|████▊ | 2560/5335 [00:30<00:29, 94.08it/s] 2559 19.9876 : 48%|████▊ | 2570/5335 [00:30<00:32, 85.07it/s] 2559 19.9876 : 48%|████▊ | 2579/5335 [00:30<00:35, 77.89it/s] 2579 17.1056 : 48%|████▊ | 2579/5335 [00:30<00:35, 77.89it/s] 2579 17.1056 : 49%|████▊ | 2588/5335 [00:30<00:36, 74.59it/s] 2579 17.1056 : 49%|████▊ | 2598/5335 [00:30<00:34, 79.62it/s] 2599 33.2299 : 49%|████▊ | 2598/5335 [00:30<00:34, 79.62it/s] 2599 33.2299 : 49%|████▉ | 2609/5335 [00:30<00:31, 86.69it/s] 2619 29.1353 : 49%|████▉ | 2609/5335 [00:30<00:31, 86.69it/s] 2619 29.1353 : 49%|████▉ | 2621/5335 [00:30<00:28, 94.75it/s] 2619 29.1353 : 49%|████▉ | 2634/5335 [00:31<00:25, 104.06it/s] 2639 34.7291 : 49%|████▉ | 2634/5335 [00:31<00:25, 104.06it/s] 2639 34.7291 : 50%|████▉ | 2648/5335 [00:31<00:23, 112.61it/s] 2659 31.0133 : 50%|████▉ | 2648/5335 [00:31<00:23, 112.61it/s] 2659 31.0133 : 50%|████▉ | 2661/5335 [00:31<00:22, 117.32it/s] 2659 31.0133 : 50%|█████ | 2675/5335 [00:31<00:21, 121.81it/s] 2679 32.7665 : 50%|█████ | 2675/5335 [00:31<00:21, 121.81it/s] 2679 32.7665 : 50%|█████ | 2688/5335 [00:31<00:21, 122.59it/s] 2699 26.3704 : 50%|█████ | 2688/5335 [00:31<00:21, 122.59it/s] 2699 26.3704 : 51%|█████ | 2701/5335 [00:31<00:22, 118.14it/s] 2699 26.3704 : 51%|█████ | 2713/5335 [00:31<00:23, 109.95it/s] 2719 17.9204 : 51%|█████ | 2713/5335 [00:31<00:23, 109.95it/s] 2719 17.9204 : 51%|█████ | 2725/5335 [00:31<00:26, 98.73it/s] 2719 17.9204 : 51%|█████▏ | 2736/5335 [00:32<00:28, 90.77it/s] 2739 17.0221 : 51%|█████▏ | 2736/5335 [00:32<00:28, 90.77it/s] 2739 17.0221 : 51%|█████▏ | 2746/5335 [00:32<00:29, 88.36it/s] 2739 17.0221 : 52%|█████▏ | 2756/5335 [00:32<00:28, 90.42it/s] 2759 31.1408 : 52%|█████▏ | 2756/5335 [00:32<00:28, 90.42it/s] 2759 31.1408 : 52%|█████▏ | 2767/5335 [00:32<00:27, 93.40it/s] 2759 31.1408 : 52%|█████▏ | 2778/5335 [00:32<00:26, 97.77it/s] 2779 30.1442 : 52%|█████▏ | 2778/5335 [00:32<00:26, 97.77it/s] 2779 30.1442 : 52%|█████▏ | 2790/5335 [00:32<00:24, 103.53it/s] 2799 31.6859 : 52%|█████▏ | 2790/5335 [00:32<00:24, 103.53it/s] 2799 31.6859 : 53%|█████▎ | 2802/5335 [00:32<00:23, 108.04it/s] 2799 31.6859 : 53%|█████▎ | 2815/5335 [00:32<00:22, 111.66it/s] 2819 33.2032 : 53%|█████▎ | 2815/5335 [00:32<00:22, 111.66it/s] 2819 33.2032 : 53%|█████▎ | 2827/5335 [00:32<00:22, 113.77it/s] 2819 33.2032 : 53%|█████▎ | 2839/5335 [00:32<00:21, 115.10it/s] 2839 27.9150 : 53%|█████▎ | 2839/5335 [00:32<00:21, 115.10it/s] 2839 27.9150 : 53%|█████▎ | 2851/5335 [00:33<00:22, 111.92it/s] 2859 28.0771 : 53%|█████▎ | 2851/5335 [00:33<00:22, 111.92it/s] 2859 28.0771 : 54%|█████▎ | 2863/5335 [00:33<00:23, 103.76it/s] 2859 28.0771 : 54%|█████▍ | 2874/5335 [00:33<00:26, 93.69it/s] 2879 18.4900 : 54%|█████▍ | 2874/5335 [00:33<00:26, 93.69it/s] 2879 18.4900 : 54%|█████▍ | 2884/5335 [00:33<00:29, 84.38it/s] 2879 18.4900 : 54%|█████▍ | 2893/5335 [00:33<00:30, 79.37it/s] 2899 27.0211 : 54%|█████▍ | 2893/5335 [00:33<00:30, 79.37it/s] 2899 27.0211 : 54%|█████▍ | 2902/5335 [00:33<00:31, 77.94it/s] 2899 27.0211 : 55%|█████▍ | 2910/5335 [00:33<00:31, 76.26it/s] 2899 27.0211 : 55%|█████▍ | 2918/5335 [00:33<00:31, 76.06it/s] 2919 28.0502 : 55%|█████▍ | 2918/5335 [00:34<00:31, 76.06it/s] 2919 28.0502 : 55%|█████▍ | 2927/5335 [00:34<00:30, 78.15it/s] 2919 28.0502 : 55%|█████▌ | 2936/5335 [00:34<00:29, 80.58it/s] 2939 28.4933 : 55%|█████▌ | 2936/5335 [00:34<00:29, 80.58it/s] 2939 28.4933 : 55%|█████▌ | 2946/5335 [00:34<00:28, 84.29it/s] 2939 28.4933 : 55%|█████▌ | 2956/5335 [00:34<00:27, 86.80it/s] 2959 35.4498 : 55%|█████▌ | 2956/5335 [00:34<00:27, 86.80it/s] 2959 35.4498 : 56%|█████▌ | 2966/5335 [00:34<00:26, 88.19it/s] 2959 35.4498 : 56%|█████▌ | 2976/5335 [00:34<00:26, 89.73it/s] 2979 32.0732 : 56%|█████▌ | 2976/5335 [00:34<00:26, 89.73it/s] 2979 32.0732 : 56%|█████▌ | 2985/5335 [00:34<00:26, 89.75it/s] 2979 32.0732 : 56%|█████▌ | 2994/5335 [00:34<00:26, 88.51it/s] 2999 28.1066 : 56%|█████▌ | 2994/5335 [00:34<00:26, 88.51it/s] 2999 28.1066 : 56%|█████▋ | 3003/5335 [00:34<00:27, 85.78it/s] 2999 28.1066 : 56%|█████▋ | 3012/5335 [00:35<00:28, 80.57it/s] 3019 26.0152 : 56%|█████▋ | 3012/5335 [00:35<00:28, 80.57it/s] 3019 26.0152 : 57%|█████▋ | 3021/5335 [00:35<00:31, 73.36it/s] 3019 26.0152 : 57%|█████▋ | 3029/5335 [00:35<00:34, 65.89it/s] 3019 26.0152 : 57%|█████▋ | 3036/5335 [00:35<00:37, 60.80it/s] 3039 22.4499 : 57%|█████▋ | 3036/5335 [00:35<00:37, 60.80it/s] 3039 22.4499 : 57%|█████▋ | 3043/5335 [00:35<00:40, 56.49it/s] 3039 22.4499 : 57%|█████▋ | 3049/5335 [00:35<00:40, 56.62it/s] 3039 22.4499 : 57%|█████▋ | 3057/5335 [00:35<00:37, 60.56it/s] 3059 30.6378 : 57%|█████▋ | 3057/5335 [00:35<00:37, 60.56it/s] 3059 30.6378 : 57%|█████▋ | 3064/5335 [00:35<00:36, 62.69it/s] 3059 30.6378 : 58%|█████▊ | 3072/5335 [00:36<00:34, 65.56it/s] 3079 28.6623 : 58%|█████▊ | 3072/5335 [00:36<00:34, 65.56it/s] 3079 28.6623 : 58%|█████▊ | 3080/5335 [00:36<00:32, 69.09it/s] 3079 28.6623 : 58%|█████▊ | 3089/5335 [00:36<00:30, 73.03it/s] 3079 28.6623 : 58%|█████▊ | 3098/5335 [00:36<00:29, 76.10it/s] 3099 30.9669 : 58%|█████▊ | 3098/5335 [00:36<00:29, 76.10it/s] 3099 30.9669 : 58%|█████▊ | 3107/5335 [00:36<00:28, 78.92it/s] 3099 30.9669 : 58%|█████▊ | 3116/5335 [00:36<00:27, 79.70it/s] 3119 30.0773 : 58%|█████▊ | 3116/5335 [00:36<00:27, 79.70it/s] 3119 30.0773 : 59%|█████▊ | 3125/5335 [00:36<00:27, 80.39it/s] 3119 30.0773 : 59%|█████▊ | 3134/5335 [00:36<00:27, 80.46it/s] 3139 29.6935 : 59%|█████▊ | 3134/5335 [00:36<00:27, 80.46it/s] 3139 29.6935 : 59%|█████▉ | 3143/5335 [00:36<00:27, 79.00it/s] 3139 29.6935 : 59%|█████▉ | 3151/5335 [00:37<00:28, 75.54it/s] 3139 29.6935 : 59%|█████▉ | 3159/5335 [00:37<00:31, 69.96it/s] 3159 25.1566 : 59%|█████▉ | 3159/5335 [00:37<00:31, 69.96it/s] 3159 25.1566 : 59%|█████▉ | 3167/5335 [00:37<00:35, 61.38it/s] 3159 25.1566 : 59%|█████▉ | 3174/5335 [00:37<00:39, 55.35it/s] 3179 20.1673 : 59%|█████▉ | 3174/5335 [00:37<00:39, 55.35it/s] 3179 20.1673 : 60%|█████▉ | 3180/5335 [00:37<00:42, 51.24it/s] 3179 20.1673 : 60%|█████▉ | 3186/5335 [00:37<00:43, 49.02it/s] 3179 20.1673 : 60%|█████▉ | 3192/5335 [00:37<00:44, 48.53it/s] 3179 20.1673 : 60%|█████▉ | 3198/5335 [00:38<00:42, 49.76it/s] 3199 14.3772 : 60%|█████▉ | 3198/5335 [00:38<00:42, 49.76it/s] 3199 14.3772 : 60%|██████ | 3206/5335 [00:38<00:37, 56.83it/s] 3199 14.3772 : 60%|██████ | 3216/5335 [00:38<00:31, 66.86it/s] 3219 31.5225 : 60%|██████ | 3216/5335 [00:38<00:31, 66.86it/s] 3219 31.5225 : 60%|██████ | 3227/5335 [00:38<00:27, 76.57it/s] 3219 31.5225 : 61%|██████ | 3239/5335 [00:38<00:24, 86.30it/s] 3239 28.4426 : 61%|██████ | 3239/5335 [00:38<00:24, 86.30it/s] 3239 28.4426 : 61%|██████ | 3251/5335 [00:38<00:22, 93.95it/s] 3259 33.3945 : 61%|██████ | 3251/5335 [00:38<00:22, 93.95it/s] 3259 33.3945 : 61%|██████ | 3263/5335 [00:38<00:20, 99.75it/s] 3259 33.3945 : 61%|██████▏ | 3274/5335 [00:38<00:20, 102.57it/s] 3279 32.9767 : 61%|██████▏ | 3274/5335 [00:38<00:20, 102.57it/s] 3279 32.9767 : 62%|██████▏ | 3286/5335 [00:38<00:19, 105.58it/s] 3279 32.9767 : 62%|██████▏ | 3297/5335 [00:39<00:19, 105.75it/s] 3299 27.7654 : 62%|██████▏ | 3297/5335 [00:39<00:19, 105.75it/s] 3299 27.7654 : 62%|██████▏ | 3308/5335 [00:39<00:20, 100.53it/s] 3299 27.7654 : 62%|██████▏ | 3319/5335 [00:39<00:22, 90.02it/s] 3319 22.3507 : 62%|██████▏ | 3319/5335 [00:39<00:22, 90.02it/s] 3319 22.3507 : 62%|██████▏ | 3329/5335 [00:39<00:25, 79.39it/s] 3319 22.3507 : 63%|██████▎ | 3338/5335 [00:39<00:27, 72.33it/s] 3339 21.7272 : 63%|██████▎ | 3338/5335 [00:39<00:27, 72.33it/s] 3339 21.7272 : 63%|██████▎ | 3346/5335 [00:39<00:28, 70.23it/s] 3339 21.7272 : 63%|██████▎ | 3354/5335 [00:39<00:27, 71.09it/s] 3359 35.3930 : 63%|██████▎ | 3354/5335 [00:39<00:27, 71.09it/s] 3359 35.3930 : 63%|██████▎ | 3364/5335 [00:39<00:25, 76.60it/s] 3359 35.3930 : 63%|██████▎ | 3374/5335 [00:40<00:24, 81.29it/s] 3379 28.9411 : 63%|██████▎ | 3374/5335 [00:40<00:24, 81.29it/s] 3379 28.9411 : 63%|██████▎ | 3385/5335 [00:40<00:22, 87.35it/s] 3379 28.9411 : 64%|██████▎ | 3396/5335 [00:40<00:20, 92.82it/s] 3399 34.7411 : 64%|██████▎ | 3396/5335 [00:40<00:20, 92.82it/s] 3399 34.7411 : 64%|██████▍ | 3408/5335 [00:40<00:19, 98.29it/s] 3399 34.7411 : 64%|██████▍ | 3419/5335 [00:40<00:18, 101.19it/s] 3419 33.8676 : 64%|██████▍ | 3419/5335 [00:40<00:18, 101.19it/s] 3419 33.8676 : 64%|██████▍ | 3430/5335 [00:40<00:18, 103.50it/s] 3439 29.5170 : 64%|██████▍ | 3430/5335 [00:40<00:18, 103.50it/s] 3439 29.5170 : 64%|██████▍ | 3441/5335 [00:40<00:18, 104.82it/s] 3439 29.5170 : 65%|██████▍ | 3452/5335 [00:40<00:18, 103.50it/s] 3459 27.2813 : 65%|██████▍ | 3452/5335 [00:40<00:18, 103.50it/s] 3459 27.2813 : 65%|██████▍ | 3463/5335 [00:40<00:19, 95.82it/s] 3459 27.2813 : 65%|██████▌ | 3473/5335 [00:41<00:21, 84.96it/s] 3479 23.4585 : 65%|██████▌ | 3473/5335 [00:41<00:21, 84.96it/s] 3479 23.4585 : 65%|██████▌ | 3482/5335 [00:41<00:24, 75.11it/s] 3479 23.4585 : 65%|██████▌ | 3490/5335 [00:41<00:26, 69.48it/s] 3479 23.4585 : 66%|██████▌ | 3498/5335 [00:41<00:27, 67.31it/s] 3499 25.9485 : 66%|██████▌ | 3498/5335 [00:41<00:27, 67.31it/s] 3499 25.9485 : 66%|██████▌ | 3505/5335 [00:41<00:27, 67.77it/s] 3499 25.9485 : 66%|██████▌ | 3514/5335 [00:41<00:25, 71.25it/s] 3519 33.2452 : 66%|██████▌ | 3514/5335 [00:41<00:25, 71.25it/s] 3519 33.2452 : 66%|██████▌ | 3522/5335 [00:41<00:24, 73.34it/s] 3519 33.2452 : 66%|██████▌ | 3531/5335 [00:41<00:23, 77.20it/s] 3539 30.9585 : 66%|██████▌ | 3531/5335 [00:42<00:23, 77.20it/s] 3539 30.9585 : 66%|██████▋ | 3541/5335 [00:42<00:21, 81.92it/s] 3539 30.9585 : 67%|██████▋ | 3551/5335 [00:42<00:20, 86.21it/s] 3559 34.0262 : 67%|██████▋ | 3551/5335 [00:42<00:20, 86.21it/s] 3559 34.0262 : 67%|██████▋ | 3561/5335 [00:42<00:19, 89.78it/s] 3559 34.0262 : 67%|██████▋ | 3571/5335 [00:42<00:19, 91.86it/s] 3579 31.7182 : 67%|██████▋ | 3571/5335 [00:42<00:19, 91.86it/s] 3579 31.7182 : 67%|██████▋ | 3581/5335 [00:42<00:18, 93.74it/s] 3579 31.7182 : 67%|██████▋ | 3591/5335 [00:42<00:18, 95.42it/s] 3599 31.5945 : 67%|██████▋ | 3591/5335 [00:42<00:18, 95.42it/s] 3599 31.5945 : 67%|██████▋ | 3601/5335 [00:42<00:18, 94.28it/s] 3599 31.5945 : 68%|██████▊ | 3611/5335 [00:42<00:19, 88.88it/s] 3619 28.5362 : 68%|██████▊ | 3611/5335 [00:42<00:19, 88.88it/s] 3619 28.5362 : 68%|██████▊ | 3620/5335 [00:42<00:21, 80.69it/s] 3619 28.5362 : 68%|██████▊ | 3629/5335 [00:43<00:23, 71.24it/s] 3619 28.5362 : 68%|██████▊ | 3637/5335 [00:43<00:26, 65.18it/s] 3639 27.6541 : 68%|██████▊ | 3637/5335 [00:43<00:26, 65.18it/s] 3639 27.6541 : 68%|██████▊ | 3644/5335 [00:43<00:27, 60.80it/s] 3639 27.6541 : 68%|██████▊ | 3651/5335 [00:43<00:28, 59.34it/s] 3639 27.6541 : 69%|██████▊ | 3658/5335 [00:43<00:27, 60.04it/s] 3659 21.5922 : 69%|██████▊ | 3658/5335 [00:43<00:27, 60.04it/s] 3659 21.5922 : 69%|██████▊ | 3666/5335 [00:43<00:26, 63.10it/s] 3659 21.5922 : 69%|██████▉ | 3673/5335 [00:43<00:25, 64.32it/s] 3679 34.2294 : 69%|██████▉ | 3673/5335 [00:43<00:25, 64.32it/s] 3679 34.2294 : 69%|██████▉ | 3680/5335 [00:43<00:25, 65.76it/s] 3679 34.2294 : 69%|██████▉ | 3688/5335 [00:44<00:23, 69.39it/s] 3679 34.2294 : 69%|██████▉ | 3697/5335 [00:44<00:22, 72.78it/s] 3699 27.4533 : 69%|██████▉ | 3697/5335 [00:44<00:22, 72.78it/s] 3699 27.4533 : 69%|██████▉ | 3706/5335 [00:44<00:21, 76.08it/s] 3699 27.4533 : 70%|██████▉ | 3715/5335 [00:44<00:20, 79.12it/s] 3719 35.1087 : 70%|██████▉ | 3715/5335 [00:44<00:20, 79.12it/s] 3719 35.1087 : 70%|██████▉ | 3724/5335 [00:44<00:20, 79.78it/s] 3719 35.1087 : 70%|██████▉ | 3733/5335 [00:44<00:19, 80.89it/s] 3739 33.0326 : 70%|██████▉ | 3733/5335 [00:44<00:19, 80.89it/s] 3739 33.0326 : 70%|███████ | 3742/5335 [00:44<00:19, 81.96it/s] 3739 33.0326 : 70%|███████ | 3751/5335 [00:44<00:19, 81.46it/s] 3759 27.3084 : 70%|███████ | 3751/5335 [00:44<00:19, 81.46it/s] 3759 27.3084 : 70%|███████ | 3760/5335 [00:44<00:20, 77.92it/s] 3759 27.3084 : 71%|███████ | 3768/5335 [00:45<00:21, 71.91it/s] 3759 27.3084 : 71%|███████ | 3776/5335 [00:45<00:23, 65.18it/s] 3779 27.3714 : 71%|███████ | 3776/5335 [00:45<00:23, 65.18it/s] 3779 27.3714 : 71%|███████ | 3783/5335 [00:45<00:26, 58.85it/s] 3779 27.3714 : 71%|███████ | 3790/5335 [00:45<00:28, 53.86it/s] 3779 27.3714 : 71%|███████ | 3796/5335 [00:45<00:29, 51.89it/s] 3799 26.0446 : 71%|███████ | 3796/5335 [00:45<00:29, 51.89it/s] 3799 26.0446 : 71%|███████▏ | 3802/5335 [00:45<00:30, 50.87it/s] 3799 26.0446 : 71%|███████▏ | 3808/5335 [00:45<00:29, 51.20it/s] 3799 26.0446 : 72%|███████▏ | 3815/5335 [00:45<00:27, 54.92it/s] 3819 20.0187 : 72%|███████▏ | 3815/5335 [00:46<00:27, 54.92it/s] 3819 20.0187 : 72%|███████▏ | 3823/5335 [00:46<00:24, 60.73it/s] 3819 20.0187 : 72%|███████▏ | 3832/5335 [00:46<00:22, 66.44it/s] 3839 28.3873 : 72%|███████▏ | 3832/5335 [00:46<00:22, 66.44it/s] 3839 28.3873 : 72%|███████▏ | 3841/5335 [00:46<00:20, 71.20it/s] 3839 28.3873 : 72%|███████▏ | 3852/5335 [00:46<00:18, 80.26it/s] 3859 26.7115 : 72%|███████▏ | 3852/5335 [00:46<00:18, 80.26it/s] 3859 26.7115 : 72%|███████▏ | 3864/5335 [00:46<00:16, 89.82it/s] 3859 26.7115 : 73%|███████▎ | 3876/5335 [00:46<00:14, 97.76it/s] 3879 20.8873 : 73%|███████▎ | 3876/5335 [00:46<00:14, 97.76it/s] 3879 20.8873 : 73%|███████▎ | 3888/5335 [00:46<00:14, 103.29it/s] 3899 26.8005 : 73%|███████▎ | 3888/5335 [00:46<00:14, 103.29it/s] 3899 26.8005 : 73%|███████▎ | 3900/5335 [00:46<00:13, 106.37it/s] 3899 26.8005 : 73%|███████▎ | 3912/5335 [00:46<00:13, 108.38it/s] 3919 23.6117 : 73%|███████▎ | 3912/5335 [00:47<00:13, 108.38it/s] 3919 23.6117 : 74%|███████▎ | 3923/5335 [00:47<00:13, 108.08it/s] 3919 23.6117 : 74%|███████▎ | 3934/5335 [00:47<00:13, 104.28it/s] 3939 21.7588 : 74%|███████▎ | 3934/5335 [00:47<00:13, 104.28it/s] 3939 21.7588 : 74%|███████▍ | 3945/5335 [00:47<00:14, 96.54it/s] 3939 21.7588 : 74%|███████▍ | 3955/5335 [00:47<00:15, 90.04it/s] 3959 27.2690 : 74%|███████▍ | 3955/5335 [00:47<00:15, 90.04it/s] 3959 27.2690 : 74%|███████▍ | 3965/5335 [00:47<00:15, 87.13it/s] 3959 27.2690 : 75%|███████▍ | 3975/5335 [00:47<00:15, 88.55it/s] 3979 31.5161 : 75%|███████▍ | 3975/5335 [00:47<00:15, 88.55it/s] 3979 31.5161 : 75%|███████▍ | 3985/5335 [00:47<00:14, 91.51it/s] 3979 31.5161 : 75%|███████▍ | 3996/5335 [00:47<00:13, 95.96it/s] 3999 30.9707 : 75%|███████▍ | 3996/5335 [00:47<00:13, 95.96it/s] 3999 30.9707 : 75%|███████▌ | 4009/5335 [00:47<00:12, 103.53it/s] 4019 30.4457 : 75%|███████▌ | 4009/5335 [00:48<00:12, 103.53it/s] 4019 30.4457 : 75%|███████▌ | 4023/5335 [00:48<00:11, 112.98it/s] 4019 30.4457 : 76%|███████▌ | 4037/5335 [00:48<00:10, 120.48it/s] 4039 30.9510 : 76%|███████▌ | 4037/5335 [00:48<00:10, 120.48it/s] 4039 30.9510 : 76%|███████▌ | 4051/5335 [00:48<00:10, 124.61it/s] 4059 30.7721 : 76%|███████▌ | 4051/5335 [00:48<00:10, 124.61it/s] 4059 30.7721 : 76%|███████▌ | 4064/5335 [00:48<00:10, 125.82it/s] 4059 30.7721 : 76%|███████▋ | 4077/5335 [00:48<00:09, 126.42it/s] 4079 28.9304 : 76%|███████▋ | 4077/5335 [00:48<00:09, 126.42it/s] 4079 28.9304 : 77%|███████▋ | 4090/5335 [00:48<00:10, 120.52it/s] 4099 27.0451 : 77%|███████▋ | 4090/5335 [00:48<00:10, 120.52it/s] 4099 27.0451 : 77%|███████▋ | 4103/5335 [00:48<00:11, 111.33it/s] 4099 27.0451 : 77%|███████▋ | 4115/5335 [00:48<00:11, 105.00it/s] 4119 30.7522 : 77%|███████▋ | 4115/5335 [00:48<00:11, 105.00it/s] 4119 30.7522 : 77%|███████▋ | 4126/5335 [00:48<00:12, 99.08it/s] 4119 30.7522 : 78%|███████▊ | 4137/5335 [00:49<00:12, 98.07it/s] 4139 30.1395 : 78%|███████▊ | 4137/5335 [00:49<00:12, 98.07it/s] 4139 30.1395 : 78%|███████▊ | 4147/5335 [00:49<00:12, 98.42it/s] 4139 30.1395 : 78%|███████▊ | 4159/5335 [00:49<00:11, 103.75it/s] 4159 30.2912 : 78%|███████▊ | 4159/5335 [00:49<00:11, 103.75it/s] 4159 30.2912 : 78%|███████▊ | 4173/5335 [00:49<00:10, 111.60it/s] 4179 33.7560 : 78%|███████▊ | 4173/5335 [00:49<00:10, 111.60it/s] 4179 33.7560 : 78%|███████▊ | 4187/5335 [00:49<00:09, 117.23it/s] 4199 31.7606 : 78%|███████▊ | 4187/5335 [00:49<00:09, 117.23it/s] 4199 31.7606 : 79%|███████▊ | 4200/5335 [00:49<00:09, 120.80it/s] 4199 31.7606 : 79%|███████▉ | 4213/5335 [00:49<00:09, 123.15it/s] 4219 29.0405 : 79%|███████▉ | 4213/5335 [00:49<00:09, 123.15it/s] 4219 29.0405 : 79%|███████▉ | 4226/5335 [00:49<00:08, 123.33it/s] 4219 29.0405 : 79%|███████▉ | 4239/5335 [00:49<00:09, 119.09it/s] 4239 28.3478 : 79%|███████▉ | 4239/5335 [00:49<00:09, 119.09it/s] 4239 28.3478 : 80%|███████▉ | 4251/5335 [00:50<00:09, 110.48it/s] 4259 26.9157 : 80%|███████▉ | 4251/5335 [00:50<00:09, 110.48it/s] 4259 26.9157 : 80%|███████▉ | 4263/5335 [00:50<00:10, 103.23it/s] 4259 26.9157 : 80%|████████ | 4274/5335 [00:50<00:10, 96.47it/s] 4279 29.8259 : 80%|████████ | 4274/5335 [00:50<00:10, 96.47it/s] 4279 29.8259 : 80%|████████ | 4284/5335 [00:50<00:11, 91.61it/s] 4279 29.8259 : 80%|████████ | 4294/5335 [00:50<00:11, 90.52it/s] 4299 27.8094 : 80%|████████ | 4294/5335 [00:50<00:11, 90.52it/s] 4299 27.8094 : 81%|████████ | 4305/5335 [00:50<00:11, 93.47it/s] 4299 27.8094 : 81%|████████ | 4316/5335 [00:50<00:10, 97.84it/s] 4319 28.9076 : 81%|████████ | 4316/5335 [00:50<00:10, 97.84it/s] 4319 28.9076 : 81%|████████ | 4328/5335 [00:50<00:09, 102.46it/s] 4339 29.9015 : 81%|████████ | 4328/5335 [00:51<00:09, 102.46it/s] 4339 29.9015 : 81%|████████▏ | 4340/5335 [00:51<00:09, 105.39it/s] 4339 29.9015 : 82%|████████▏ | 4352/5335 [00:51<00:09, 108.05it/s] 4359 30.0752 : 82%|████████▏ | 4352/5335 [00:51<00:09, 108.05it/s] 4359 30.0752 : 82%|████████▏ | 4363/5335 [00:51<00:08, 108.44it/s] 4359 30.0752 : 82%|████████▏ | 4374/5335 [00:51<00:08, 107.76it/s] 4379 26.7465 : 82%|████████▏ | 4374/5335 [00:51<00:08, 107.76it/s] 4379 26.7465 : 82%|████████▏ | 4385/5335 [00:51<00:08, 105.76it/s] 4379 26.7465 : 82%|████████▏ | 4396/5335 [00:51<00:09, 97.46it/s] 4399 25.1576 : 82%|████████▏ | 4396/5335 [00:51<00:09, 97.46it/s] 4399 25.1576 : 83%|████████▎ | 4406/5335 [00:51<00:10, 89.29it/s] 4399 25.1576 : 83%|████████▎ | 4416/5335 [00:51<00:10, 84.36it/s] 4419 19.2136 : 83%|████████▎ | 4416/5335 [00:51<00:10, 84.36it/s] 4419 19.2136 : 83%|████████▎ | 4426/5335 [00:51<00:10, 87.35it/s] 4419 19.2136 : 83%|████████▎ | 4439/5335 [00:52<00:09, 96.98it/s] 4439 32.2755 : 83%|████████▎ | 4439/5335 [00:52<00:09, 96.98it/s] 4439 32.2755 : 83%|████████▎ | 4453/5335 [00:52<00:08, 107.55it/s] 4459 28.1054 : 83%|████████▎ | 4453/5335 [00:52<00:08, 107.55it/s] 4459 28.1054 : 84%|████████▎ | 4468/5335 [00:52<00:07, 118.99it/s] 4479 34.0808 : 84%|████████▎ | 4468/5335 [00:52<00:07, 118.99it/s] 4479 34.0808 : 84%|████████▍ | 4484/5335 [00:52<00:06, 130.02it/s] 4499 32.9878 : 84%|████████▍ | 4484/5335 [00:52<00:06, 130.02it/s] 4499 32.9878 : 84%|████████▍ | 4500/5335 [00:52<00:06, 137.43it/s] 4499 32.9878 : 85%|████████▍ | 4516/5335 [00:52<00:05, 142.09it/s] 4519 30.7387 : 85%|████████▍ | 4516/5335 [00:52<00:05, 142.09it/s] 4519 30.7387 : 85%|████████▍ | 4531/5335 [00:52<00:05, 144.07it/s] 4539 28.8486 : 85%|████████▍ | 4531/5335 [00:52<00:05, 144.07it/s] 4539 28.8486 : 85%|████████▌ | 4546/5335 [00:52<00:05, 138.95it/s] 4559 29.2155 : 85%|████████▌ | 4546/5335 [00:52<00:05, 138.95it/s] 4559 29.2155 : 85%|████████▌ | 4560/5335 [00:52<00:06, 128.54it/s] 4559 29.2155 : 86%|████████▌ | 4574/5335 [00:53<00:06, 122.25it/s] 4579 29.4140 : 86%|████████▌ | 4574/5335 [00:53<00:06, 122.25it/s] 4579 29.4140 : 86%|████████▌ | 4589/5335 [00:53<00:05, 129.13it/s] 4599 32.3805 : 86%|████████▌ | 4589/5335 [00:53<00:05, 129.13it/s] 4599 32.3805 : 86%|████████▋ | 4606/5335 [00:53<00:05, 138.46it/s] 4619 35.4491 : 86%|████████▋ | 4606/5335 [00:53<00:05, 138.46it/s] 4619 35.4491 : 87%|████████▋ | 4625/5335 [00:53<00:04, 151.03it/s] 4639 31.3509 : 87%|████████▋ | 4625/5335 [00:53<00:04, 151.03it/s] 4639 31.3509 : 87%|████████▋ | 4644/5335 [00:53<00:04, 161.54it/s] 4659 33.7514 : 87%|████████▋ | 4644/5335 [00:53<00:04, 161.54it/s] 4659 33.7514 : 87%|████████▋ | 4663/5335 [00:53<00:03, 168.23it/s] 4679 32.5279 : 87%|████████▋ | 4663/5335 [00:53<00:03, 168.23it/s] 4679 32.5279 : 88%|████████▊ | 4682/5335 [00:53<00:03, 172.40it/s] 4699 31.3032 : 88%|████████▊ | 4682/5335 [00:53<00:03, 172.40it/s] 4699 31.3032 : 88%|████████▊ | 4700/5335 [00:53<00:03, 167.55it/s] 4699 31.3032 : 88%|████████▊ | 4717/5335 [00:53<00:03, 155.90it/s] 4719 32.6318 : 88%|████████▊ | 4717/5335 [00:53<00:03, 155.90it/s] 4719 32.6318 : 89%|████████▊ | 4733/5335 [00:54<00:04, 139.80it/s] 4739 33.1836 : 89%|████████▊ | 4733/5335 [00:54<00:04, 139.80it/s] 4739 33.1836 : 89%|████████▉ | 4748/5335 [00:54<00:04, 125.50it/s] 4759 31.6462 : 89%|████████▉ | 4748/5335 [00:54<00:04, 125.50it/s] 4759 31.6462 : 89%|████████▉ | 4762/5335 [00:54<00:04, 121.87it/s] 4759 31.6462 : 90%|████████▉ | 4775/5335 [00:54<00:04, 123.09it/s] 4779 34.0765 : 90%|████████▉ | 4775/5335 [00:54<00:04, 123.09it/s] 4779 34.0765 : 90%|████████▉ | 4789/5335 [00:54<00:04, 125.15it/s] 4799 33.9596 : 90%|████████▉ | 4789/5335 [00:54<00:04, 125.15it/s] 4799 33.9596 : 90%|█████████ | 4803/5335 [00:54<00:04, 127.30it/s] 4799 33.9596 : 90%|█████████ | 4816/5335 [00:54<00:04, 127.59it/s] 4819 32.3593 : 90%|█████████ | 4816/5335 [00:54<00:04, 127.59it/s] 4819 32.3593 : 91%|█████████ | 4829/5335 [00:54<00:04, 126.11it/s] 4839 28.5406 : 91%|█████████ | 4829/5335 [00:54<00:04, 126.11it/s] 4839 28.5406 : 91%|█████████ | 4842/5335 [00:54<00:04, 122.43it/s] 4839 28.5406 : 91%|█████████ | 4855/5335 [00:55<00:04, 113.93it/s] 4859 27.4662 : 91%|█████████ | 4855/5335 [00:55<00:04, 113.93it/s] 4859 27.4662 : 91%|█████████ | 4867/5335 [00:55<00:04, 104.14it/s] 4859 27.4662 : 91%|█████████▏| 4878/5335 [00:55<00:04, 98.84it/s] 4879 31.3735 : 91%|█████████▏| 4878/5335 [00:55<00:04, 98.84it/s] 4879 31.3735 : 92%|█████████▏| 4889/5335 [00:55<00:04, 90.73it/s] 4879 31.3735 : 92%|█████████▏| 4899/5335 [00:55<00:05, 86.88it/s] 4899 27.7542 : 92%|█████████▏| 4899/5335 [00:55<00:05, 86.88it/s] 4899 27.7542 : 92%|█████████▏| 4908/5335 [00:55<00:04, 87.27it/s] 4899 27.7542 : 92%|█████████▏| 4918/5335 [00:55<00:04, 88.85it/s] 4919 29.0983 : 92%|█████████▏| 4918/5335 [00:55<00:04, 88.85it/s] 4919 29.0983 : 92%|█████████▏| 4929/5335 [00:55<00:04, 91.98it/s] 4919 29.0983 : 93%|█████████▎| 4939/5335 [00:56<00:04, 93.53it/s] 4939 30.0337 : 93%|█████████▎| 4939/5335 [00:56<00:04, 93.53it/s] 4939 30.0337 : 93%|█████████▎| 4949/5335 [00:56<00:04, 95.31it/s] 4959 31.5944 : 93%|█████████▎| 4949/5335 [00:56<00:04, 95.31it/s] 4959 31.5944 : 93%|█████████▎| 4960/5335 [00:56<00:03, 96.89it/s] 4959 31.5944 : 93%|█████████▎| 4970/5335 [00:56<00:03, 97.47it/s] 4979 28.0230 : 93%|█████████▎| 4970/5335 [00:56<00:03, 97.47it/s] 4979 28.0230 : 93%|█████████▎| 4980/5335 [00:56<00:03, 94.57it/s] 4979 28.0230 : 94%|█████████▎| 4990/5335 [00:56<00:03, 89.42it/s] 4999 30.3382 : 94%|█████████▎| 4990/5335 [00:56<00:03, 89.42it/s] 4999 30.3382 : 94%|█████████▎| 5000/5335 [00:56<00:04, 81.06it/s] 4999 30.3382 : 94%|█████████▍| 5009/5335 [00:56<00:04, 74.73it/s] 4999 30.3382 : 94%|█████████▍| 5017/5335 [00:57<00:04, 69.14it/s] 5019 29.9151 : 94%|█████████▍| 5017/5335 [00:57<00:04, 69.14it/s] 5019 29.9151 : 94%|█████████▍| 5025/5335 [00:57<00:04, 66.42it/s] 5019 29.9151 : 94%|█████████▍| 5032/5335 [00:57<00:04, 67.06it/s] 5039 33.5161 : 94%|█████████▍| 5032/5335 [00:57<00:04, 67.06it/s] 5039 33.5161 : 95%|█████████▍| 5042/5335 [00:57<00:03, 73.72it/s] 5039 33.5161 : 95%|█████████▍| 5052/5335 [00:57<00:03, 80.24it/s] 5059 31.3634 : 95%|█████████▍| 5052/5335 [00:57<00:03, 80.24it/s] 5059 31.3634 : 95%|█████████▍| 5064/5335 [00:57<00:03, 88.89it/s] 5059 31.3634 : 95%|█████████▌| 5076/5335 [00:57<00:02, 96.63it/s] 5079 36.2020 : 95%|█████████▌| 5076/5335 [00:57<00:02, 96.63it/s] 5079 36.2020 : 95%|█████████▌| 5089/5335 [00:57<00:02, 104.07it/s] 5099 32.6327 : 95%|█████████▌| 5089/5335 [00:57<00:02, 104.07it/s] 5099 32.6327 : 96%|█████████▌| 5101/5335 [00:57<00:02, 108.49it/s] 5099 32.6327 : 96%|█████████▌| 5114/5335 [00:58<00:01, 112.80it/s] 5119 32.7295 : 96%|█████████▌| 5114/5335 [00:58<00:01, 112.80it/s] 5119 32.7295 : 96%|█████████▌| 5126/5335 [00:58<00:01, 113.63it/s] 5119 32.7295 : 96%|█████████▋| 5138/5335 [00:58<00:01, 112.01it/s] 5139 27.8851 : 96%|█████████▋| 5138/5335 [00:58<00:01, 112.01it/s] 5139 27.8851 : 97%|█████████▋| 5150/5335 [00:58<00:01, 105.87it/s] 5159 30.6766 : 97%|█████████▋| 5150/5335 [00:58<00:01, 105.87it/s] 5159 30.6766 : 97%|█████████▋| 5161/5335 [00:58<00:01, 96.71it/s] 5159 30.6766 : 97%|█████████▋| 5171/5335 [00:58<00:01, 89.48it/s] 5179 30.8259 : 97%|█████████▋| 5171/5335 [00:58<00:01, 89.48it/s] 5179 30.8259 : 97%|█████████▋| 5181/5335 [00:58<00:01, 84.61it/s] 5179 30.8259 : 97%|█████████▋| 5192/5335 [00:58<00:01, 90.03it/s] 5199 34.9165 : 97%|█████████▋| 5192/5335 [00:58<00:01, 90.03it/s] 5199 34.9165 : 98%|█████████▊| 5204/5335 [00:58<00:01, 97.02it/s] 5199 34.9165 : 98%|█████████▊| 5217/5335 [00:59<00:01, 105.62it/s] 5219 31.8695 : 98%|█████████▊| 5217/5335 [00:59<00:01, 105.62it/s] 5219 31.8695 : 98%|█████████▊| 5232/5335 [00:59<00:00, 116.63it/s] 5239 36.0428 : 98%|█████████▊| 5232/5335 [00:59<00:00, 116.63it/s] 5239 36.0428 : 98%|█████████▊| 5247/5335 [00:59<00:00, 124.95it/s] 5259 33.7119 : 98%|█████████▊| 5247/5335 [00:59<00:00, 124.95it/s] 5259 33.7119 : 99%|█████████▊| 5262/5335 [00:59<00:00, 131.87it/s] 5259 33.7119 : 99%|█████████▉| 5278/5335 [00:59<00:00, 137.27it/s] 5279 29.5367 : 99%|█████████▉| 5278/5335 [00:59<00:00, 137.27it/s] 5279 29.5367 : 99%|█████████▉| 5292/5335 [00:59<00:00, 136.46it/s] 5299 30.5997 : 99%|█████████▉| 5292/5335 [00:59<00:00, 136.46it/s] 5299 30.5997 : 99%|█████████▉| 5306/5335 [00:59<00:00, 129.34it/s] 5319 28.9819 : 99%|█████████▉| 5306/5335 [00:59<00:00, 129.34it/s] 5319 28.9819 : 100%|█████████▉| 5320/5335 [00:59<00:00, 118.24it/s] 5319 28.9819 : 100%|█████████▉| 5333/5335 [00:59<00:00, 109.96it/s] 5319 28.9819 : 100%|██████████| 5335/5335 [01:00<00:00, 88.91it/s] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 1 epoch_size: 26671680 batches_per_epoch: 5335 batch_size: 5000 optim_type: 'ray' 0%| | 0/5335 [00:00<?, ?it/s] 0%| | 3/5335 [00:00<03:03, 29.13it/s] 0%| | 6/5335 [00:00<03:13, 27.54it/s] 0%| | 11/5335 [00:00<02:30, 35.41it/s] 0%| | 16/5335 [00:00<02:13, 39.94it/s] 5354 20.5968 : 0%| | 16/5335 [00:00<02:13, 39.94it/s] 5354 20.5968 : 0%| | 21/5335 [00:00<02:02, 43.36it/s] 5354 20.5968 : 1%| | 27/5335 [00:00<01:54, 46.34it/s] 5354 20.5968 : 1%| | 33/5335 [00:00<01:49, 48.24it/s] 5354 20.5968 : 1%| | 39/5335 [00:00<01:44, 50.89it/s] 5374 23.1651 : 1%| | 39/5335 [00:00<01:44, 50.89it/s] 5374 23.1651 : 1%| | 46/5335 [00:00<01:35, 55.43it/s] 5374 23.1651 : 1%| | 54/5335 [00:01<01:26, 60.72it/s] 5394 25.8812 : 1%| | 54/5335 [00:01<01:26, 60.72it/s] 5394 25.8812 : 1%| | 62/5335 [00:01<01:21, 64.56it/s] 5394 25.8812 : 1%|▏ | 70/5335 [00:01<01:17, 68.03it/s] 5394 25.8812 : 1%|▏ | 78/5335 [00:01<01:14, 70.46it/s] 5414 27.3800 : 1%|▏ | 78/5335 [00:01<01:14, 70.46it/s] 5414 27.3800 : 2%|▏ | 86/5335 [00:01<01:12, 72.40it/s] 5414 27.3800 : 2%|▏ | 94/5335 [00:01<01:10, 74.03it/s] 5434 29.0764 : 2%|▏ | 94/5335 [00:01<01:10, 74.03it/s] 5434 29.0764 : 2%|▏ | 102/5335 [00:01<01:09, 75.17it/s] 5434 29.0764 : 2%|▏ | 110/5335 [00:01<01:08, 75.95it/s] 5434 29.0764 : 2%|▏ | 118/5335 [00:01<01:09, 74.59it/s] 5454 23.5936 : 2%|▏ | 118/5335 [00:01<01:09, 74.59it/s] 5454 23.5936 : 2%|▏ | 126/5335 [00:02<01:14, 70.23it/s] 5454 23.5936 : 3%|▎ | 134/5335 [00:02<01:19, 65.08it/s] 5474 21.7401 : 3%|▎ | 134/5335 [00:02<01:19, 65.08it/s] 5474 21.7401 : 3%|▎ | 141/5335 [00:02<01:25, 60.71it/s] 5474 21.7401 : 3%|▎ | 148/5335 [00:02<01:28, 58.91it/s] 5474 21.7401 : 3%|▎ | 154/5335 [00:02<01:28, 58.25it/s] 5494 26.4560 : 3%|▎ | 154/5335 [00:02<01:28, 58.25it/s] 5494 26.4560 : 3%|▎ | 161/5335 [00:02<01:27, 59.31it/s] 5494 26.4560 : 3%|▎ | 167/5335 [00:02<01:27, 59.24it/s] 5494 26.4560 : 3%|▎ | 174/5335 [00:02<01:26, 59.98it/s] 5514 27.4164 : 3%|▎ | 174/5335 [00:02<01:26, 59.98it/s] 5514 27.4164 : 3%|▎ | 181/5335 [00:03<01:24, 61.33it/s] 5514 27.4164 : 4%|▎ | 188/5335 [00:03<01:22, 62.74it/s] 5514 27.4164 : 4%|▎ | 196/5335 [00:03<01:16, 67.03it/s] 5534 29.8806 : 4%|▎ | 196/5335 [00:03<01:16, 67.03it/s] 5534 29.8806 : 4%|▍ | 205/5335 [00:03<01:10, 72.88it/s] 5534 29.8806 : 4%|▍ | 215/5335 [00:03<01:03, 80.53it/s] 5554 27.9954 : 4%|▍ | 215/5335 [00:03<01:03, 80.53it/s] 5554 27.9954 : 4%|▍ | 225/5335 [00:03<00:59, 85.64it/s] 5554 27.9954 : 4%|▍ | 236/5335 [00:03<00:56, 90.01it/s] 5574 32.5517 : 4%|▍ | 236/5335 [00:03<00:56, 90.01it/s] 5574 32.5517 : 5%|▍ | 246/5335 [00:03<00:55, 91.07it/s] 5574 32.5517 : 5%|▍ | 256/5335 [00:03<00:55, 91.82it/s] 5594 28.2223 : 5%|▍ | 256/5335 [00:03<00:55, 91.82it/s] 5594 28.2223 : 5%|▍ | 266/5335 [00:03<00:54, 92.19it/s] 5594 28.2223 : 5%|▌ | 276/5335 [00:04<00:57, 88.23it/s] 5614 29.8894 : 5%|▌ | 276/5335 [00:04<00:57, 88.23it/s] 5614 29.8894 : 5%|▌ | 285/5335 [00:04<01:01, 82.25it/s] 5614 29.8894 : 6%|▌ | 294/5335 [00:04<01:05, 76.91it/s] 5634 27.1496 : 6%|▌ | 294/5335 [00:04<01:05, 76.91it/s] 5634 27.1496 : 6%|▌ | 302/5335 [00:04<01:09, 72.93it/s] 5634 27.1496 : 6%|▌ | 310/5335 [00:04<01:12, 68.93it/s] 5634 27.1496 : 6%|▌ | 317/5335 [00:04<01:18, 63.70it/s] 5654 27.8701 : 6%|▌ | 317/5335 [00:04<01:18, 63.70it/s] 5654 27.8701 : 6%|▌ | 324/5335 [00:04<01:23, 59.91it/s] 5654 27.8701 : 6%|▌ | 331/5335 [00:04<01:24, 59.38it/s] 5654 27.8701 : 6%|▋ | 337/5335 [00:05<01:24, 59.07it/s] 5674 26.5995 : 6%|▋ | 337/5335 [00:05<01:24, 59.07it/s] 5674 26.5995 : 6%|▋ | 344/5335 [00:05<01:22, 60.77it/s] 5674 26.5995 : 7%|▋ | 352/5335 [00:05<01:16, 65.44it/s] 5694 32.9213 : 7%|▋ | 352/5335 [00:05<01:16, 65.44it/s] 5694 32.9213 : 7%|▋ | 361/5335 [00:05<01:09, 71.37it/s] 5694 32.9213 : 7%|▋ | 371/5335 [00:05<01:04, 77.44it/s] 5714 31.7328 : 7%|▋ | 371/5335 [00:05<01:04, 77.44it/s] 5714 31.7328 : 7%|▋ | 381/5335 [00:05<01:00, 81.27it/s] 5714 31.7328 : 7%|▋ | 391/5335 [00:05<00:58, 84.09it/s] 5734 30.4756 : 7%|▋ | 391/5335 [00:05<00:58, 84.09it/s] 5734 30.4756 : 7%|▋ | 400/5335 [00:05<00:58, 84.82it/s] 5734 30.4756 : 8%|▊ | 409/5335 [00:05<00:57, 86.22it/s] 5734 30.4756 : 8%|▊ | 418/5335 [00:06<00:57, 85.70it/s] 5754 27.8034 : 8%|▊ | 418/5335 [00:06<00:57, 85.70it/s] 5754 27.8034 : 8%|▊ | 427/5335 [00:06<00:59, 82.26it/s] 5754 27.8034 : 8%|▊ | 436/5335 [00:06<01:03, 77.25it/s] 5774 25.8549 : 8%|▊ | 436/5335 [00:06<01:03, 77.25it/s] 5774 25.8549 : 8%|▊ | 444/5335 [00:06<01:07, 72.58it/s] 5774 25.8549 : 8%|▊ | 452/5335 [00:06<01:11, 68.57it/s] 5774 25.8549 : 9%|▊ | 459/5335 [00:06<01:14, 65.17it/s] 5794 26.0979 : 9%|▊ | 459/5335 [00:06<01:14, 65.17it/s] 5794 26.0979 : 9%|▊ | 466/5335 [00:06<01:25, 56.82it/s] 5794 26.0979 : 9%|▉ | 472/5335 [00:07<01:34, 51.55it/s] 5794 26.0979 : 9%|▉ | 478/5335 [00:07<01:40, 48.44it/s] 5814 25.6766 : 9%|▉ | 478/5335 [00:07<01:40, 48.44it/s] 5814 25.6766 : 9%|▉ | 483/5335 [00:07<01:42, 47.32it/s] 5814 25.6766 : 9%|▉ | 488/5335 [00:07<01:43, 46.97it/s] 5814 25.6766 : 9%|▉ | 494/5335 [00:07<01:40, 48.37it/s] 5834 29.0088 : 9%|▉ | 494/5335 [00:07<01:40, 48.37it/s] 5834 29.0088 : 9%|▉ | 500/5335 [00:07<01:35, 50.72it/s] 5834 29.0088 : 10%|▉ | 507/5335 [00:07<01:28, 54.67it/s] 5834 29.0088 : 10%|▉ | 515/5335 [00:07<01:21, 59.47it/s] 5854 32.1006 : 10%|▉ | 515/5335 [00:07<01:21, 59.47it/s] 5854 32.1006 : 10%|▉ | 523/5335 [00:07<01:15, 63.32it/s] 5854 32.1006 : 10%|▉ | 531/5335 [00:08<01:13, 65.77it/s] 5854 32.1006 : 10%|█ | 539/5335 [00:08<01:10, 67.75it/s] 5874 31.6221 : 10%|█ | 539/5335 [00:08<01:10, 67.75it/s] 5874 31.6221 : 10%|█ | 546/5335 [00:08<01:10, 67.92it/s] 5874 31.6221 : 10%|█ | 554/5335 [00:08<01:09, 69.01it/s] 5894 29.3581 : 10%|█ | 554/5335 [00:08<01:09, 69.01it/s] 5894 29.3581 : 11%|█ | 562/5335 [00:08<01:08, 70.09it/s] 5894 29.3581 : 11%|█ | 570/5335 [00:08<01:08, 69.31it/s] 5894 29.3581 : 11%|█ | 577/5335 [00:08<01:11, 66.77it/s] 5914 28.1312 : 11%|█ | 577/5335 [00:08<01:11, 66.77it/s] 5914 28.1312 : 11%|█ | 584/5335 [00:08<01:15, 62.98it/s] 5914 28.1312 : 11%|█ | 591/5335 [00:08<01:19, 59.72it/s] 5914 28.1312 : 11%|█ | 598/5335 [00:09<01:24, 56.30it/s] 5934 26.0990 : 11%|█ | 598/5335 [00:09<01:24, 56.30it/s] 5934 26.0990 : 11%|█▏ | 604/5335 [00:09<01:27, 54.27it/s] 5934 26.0990 : 11%|█▏ | 610/5335 [00:09<01:28, 53.38it/s] 5934 26.0990 : 12%|█▏ | 616/5335 [00:09<01:31, 51.38it/s] 5954 24.3098 : 12%|█▏ | 616/5335 [00:09<01:31, 51.38it/s] 5954 24.3098 : 12%|█▏ | 622/5335 [00:09<01:33, 50.60it/s] 5954 24.3098 : 12%|█▏ | 628/5335 [00:09<01:32, 51.03it/s] 5954 24.3098 : 12%|█▏ | 634/5335 [00:09<01:32, 50.80it/s] 5974 30.7856 : 12%|█▏ | 634/5335 [00:09<01:32, 50.80it/s] 5974 30.7856 : 12%|█▏ | 640/5335 [00:09<01:32, 50.94it/s] 5974 30.7856 : 12%|█▏ | 647/5335 [00:10<01:26, 53.94it/s] 5974 30.7856 : 12%|█▏ | 654/5335 [00:10<01:21, 57.50it/s] 5994 32.1044 : 12%|█▏ | 654/5335 [00:10<01:21, 57.50it/s] 5994 32.1044 : 12%|█▏ | 662/5335 [00:10<01:14, 62.53it/s] 5994 32.1044 : 13%|█▎ | 670/5335 [00:10<01:09, 66.79it/s] 5994 32.1044 : 13%|█▎ | 678/5335 [00:10<01:06, 69.90it/s] 6014 29.9465 : 13%|█▎ | 678/5335 [00:10<01:06, 69.90it/s] 6014 29.9465 : 13%|█▎ | 686/5335 [00:10<01:04, 72.64it/s] 6014 29.9465 : 13%|█▎ | 694/5335 [00:10<01:02, 74.52it/s] 6034 31.5404 : 13%|█▎ | 694/5335 [00:10<01:02, 74.52it/s] 6034 31.5404 : 13%|█▎ | 702/5335 [00:10<01:01, 74.98it/s] 6034 31.5404 : 13%|█▎ | 710/5335 [00:10<01:00, 75.83it/s] 6034 31.5404 : 13%|█▎ | 718/5335 [00:10<01:00, 75.91it/s] 6054 27.6382 : 13%|█▎ | 718/5335 [00:11<01:00, 75.91it/s] 6054 27.6382 : 14%|█▎ | 726/5335 [00:11<01:02, 73.60it/s] 6054 27.6382 : 14%|█▍ | 734/5335 [00:11<01:05, 69.94it/s] 6074 26.9320 : 14%|█▍ | 734/5335 [00:11<01:05, 69.94it/s] 6074 26.9320 : 14%|█▍ | 742/5335 [00:11<01:11, 64.49it/s] 6074 26.9320 : 14%|█▍ | 749/5335 [00:11<01:16, 59.63it/s] 6074 26.9320 : 14%|█▍ | 756/5335 [00:11<01:21, 56.17it/s] 6094 25.2645 : 14%|█▍ | 756/5335 [00:11<01:21, 56.17it/s] 6094 25.2645 : 14%|█▍ | 762/5335 [00:11<01:22, 55.13it/s] 6094 25.2645 : 14%|█▍ | 768/5335 [00:11<01:21, 56.23it/s] 6094 25.2645 : 15%|█▍ | 775/5335 [00:11<01:19, 57.65it/s] 6114 31.3255 : 15%|█▍ | 775/5335 [00:12<01:19, 57.65it/s] 6114 31.3255 : 15%|█▍ | 782/5335 [00:12<01:16, 59.19it/s] 6114 31.3255 : 15%|█▍ | 789/5335 [00:12<01:14, 60.67it/s] 6114 31.3255 : 15%|█▍ | 797/5335 [00:12<01:09, 64.88it/s] 6134 32.0826 : 15%|█▍ | 797/5335 [00:12<01:09, 64.88it/s] 6134 32.0826 : 15%|█▌ | 806/5335 [00:12<01:04, 70.57it/s] 6134 32.0826 : 15%|█▌ | 816/5335 [00:12<00:58, 77.24it/s] 6154 31.9903 : 15%|█▌ | 816/5335 [00:12<00:58, 77.24it/s] 6154 31.9903 : 15%|█▌ | 826/5335 [00:12<00:54, 82.92it/s] 6154 31.9903 : 16%|█▌ | 837/5335 [00:12<00:51, 88.18it/s] 6174 35.0116 : 16%|█▌ | 837/5335 [00:12<00:51, 88.18it/s] 6174 35.0116 : 16%|█▌ | 847/5335 [00:12<00:49, 90.59it/s] 6174 35.0116 : 16%|█▌ | 857/5335 [00:12<00:48, 91.58it/s] 6194 31.8840 : 16%|█▌ | 857/5335 [00:12<00:48, 91.58it/s] 6194 31.8840 : 16%|█▋ | 867/5335 [00:13<00:48, 92.50it/s] 6194 31.8840 : 16%|█▋ | 877/5335 [00:13<00:48, 91.42it/s] 6214 32.6749 : 16%|█▋ | 877/5335 [00:13<00:48, 91.42it/s] 6214 32.6749 : 17%|█▋ | 887/5335 [00:13<00:51, 86.83it/s] 6214 32.6749 : 17%|█▋ | 896/5335 [00:13<00:54, 80.77it/s] 6234 31.1703 : 17%|█▋ | 896/5335 [00:13<00:54, 80.77it/s] 6234 31.1703 : 17%|█▋ | 905/5335 [00:13<00:59, 74.39it/s] 6234 31.1703 : 17%|█▋ | 913/5335 [00:13<01:02, 71.27it/s] 6254 31.0519 : 17%|█▋ | 913/5335 [00:13<01:02, 71.27it/s] 6254 31.0519 : 17%|█▋ | 922/5335 [00:13<00:59, 74.18it/s] 6254 31.0519 : 17%|█▋ | 932/5335 [00:13<00:55, 79.12it/s] 6274 34.0411 : 17%|█▋ | 932/5335 [00:14<00:55, 79.12it/s] 6274 34.0411 : 18%|█▊ | 942/5335 [00:14<00:52, 83.75it/s] 6274 34.0411 : 18%|█▊ | 954/5335 [00:14<00:47, 91.67it/s] 6294 33.0117 : 18%|█▊ | 954/5335 [00:14<00:47, 91.67it/s] 6294 33.0117 : 18%|█▊ | 967/5335 [00:14<00:43, 101.00it/s] 6314 35.9627 : 18%|█▊ | 967/5335 [00:14<00:43, 101.00it/s] 6314 35.9627 : 18%|█▊ | 981/5335 [00:14<00:39, 110.02it/s] 6314 35.9627 : 19%|█▊ | 994/5335 [00:14<00:37, 115.63it/s] 6334 35.5403 : 19%|█▊ | 994/5335 [00:14<00:37, 115.63it/s] 6334 35.5403 : 19%|█▉ | 1007/5335 [00:14<00:36, 117.57it/s] 6354 30.6509 : 19%|█▉ | 1007/5335 [00:14<00:36, 117.57it/s] 6354 30.6509 : 19%|█▉ | 1020/5335 [00:14<00:36, 119.70it/s] 6354 30.6509 : 19%|█▉ | 1033/5335 [00:14<00:36, 118.66it/s] 6374 30.4378 : 19%|█▉ | 1033/5335 [00:14<00:36, 118.66it/s] 6374 30.4378 : 20%|█▉ | 1045/5335 [00:14<00:38, 111.54it/s] 6374 30.4378 : 20%|█▉ | 1057/5335 [00:15<00:41, 102.64it/s] 6394 28.6260 : 20%|█▉ | 1057/5335 [00:15<00:41, 102.64it/s] 6394 28.6260 : 20%|██ | 1068/5335 [00:15<00:44, 95.48it/s] 6394 28.6260 : 20%|██ | 1078/5335 [00:15<00:51, 83.22it/s] 6414 26.5084 : 20%|██ | 1078/5335 [00:15<00:51, 83.22it/s] 6414 26.5084 : 20%|██ | 1087/5335 [00:15<00:54, 78.19it/s] 6414 26.5084 : 21%|██ | 1096/5335 [00:15<00:55, 75.90it/s] 6434 26.9758 : 21%|██ | 1096/5335 [00:15<00:55, 75.90it/s] 6434 26.9758 : 21%|██ | 1105/5335 [00:15<00:54, 77.47it/s] 6434 26.9758 : 21%|██ | 1115/5335 [00:15<00:52, 81.03it/s] 6454 31.1481 : 21%|██ | 1115/5335 [00:15<00:52, 81.03it/s] 6454 31.1481 : 21%|██ | 1125/5335 [00:15<00:49, 85.58it/s] 6454 31.1481 : 21%|██▏ | 1135/5335 [00:16<00:47, 88.83it/s] 6474 32.5722 : 21%|██▏ | 1135/5335 [00:16<00:47, 88.83it/s] 6474 32.5722 : 21%|██▏ | 1145/5335 [00:16<00:45, 91.81it/s] 6474 32.5722 : 22%|██▏ | 1155/5335 [00:16<00:44, 93.08it/s] 6494 32.2267 : 22%|██▏ | 1155/5335 [00:16<00:44, 93.08it/s] 6494 32.2267 : 22%|██▏ | 1165/5335 [00:16<00:44, 93.65it/s] 6494 32.2267 : 22%|██▏ | 1175/5335 [00:16<00:44, 93.38it/s] 6514 26.9496 : 22%|██▏ | 1175/5335 [00:16<00:44, 93.38it/s] 6514 26.9496 : 22%|██▏ | 1185/5335 [00:16<00:45, 91.71it/s] 6514 26.9496 : 22%|██▏ | 1195/5335 [00:16<00:47, 86.62it/s] 6534 24.7819 : 22%|██▏ | 1195/5335 [00:16<00:47, 86.62it/s] 6534 24.7819 : 23%|██▎ | 1204/5335 [00:16<00:51, 79.93it/s] 6534 24.7819 : 23%|██▎ | 1213/5335 [00:16<00:55, 74.61it/s] 6554 23.6407 : 23%|██▎ | 1213/5335 [00:17<00:55, 74.61it/s] 6554 23.6407 : 23%|██▎ | 1221/5335 [00:17<00:58, 69.75it/s] 6554 23.6407 : 23%|██▎ | 1229/5335 [00:17<01:07, 60.43it/s] 6554 23.6407 : 23%|██▎ | 1236/5335 [00:17<01:13, 56.12it/s] 6574 31.2622 : 23%|██▎ | 1236/5335 [00:17<01:13, 56.12it/s] 6574 31.2622 : 23%|██▎ | 1242/5335 [00:17<01:14, 54.61it/s] 6574 31.2622 : 23%|██▎ | 1248/5335 [00:17<01:16, 53.68it/s] 6574 31.2622 : 24%|██▎ | 1254/5335 [00:17<01:15, 54.22it/s] 6594 28.0940 : 24%|██▎ | 1254/5335 [00:17<01:15, 54.22it/s] 6594 28.0940 : 24%|██▎ | 1261/5335 [00:17<01:12, 56.56it/s] 6594 28.0940 : 24%|██▍ | 1268/5335 [00:17<01:08, 59.72it/s] 6594 28.0940 : 24%|██▍ | 1276/5335 [00:18<01:03, 63.54it/s] 6614 33.1961 : 24%|██▍ | 1276/5335 [00:18<01:03, 63.54it/s] 6614 33.1961 : 24%|██▍ | 1284/5335 [00:18<01:01, 66.21it/s] 6614 33.1961 : 24%|██▍ | 1292/5335 [00:18<00:59, 67.98it/s] 6634 30.1127 : 24%|██▍ | 1292/5335 [00:18<00:59, 67.98it/s] 6634 30.1127 : 24%|██▍ | 1300/5335 [00:18<00:58, 69.28it/s] 6634 30.1127 : 25%|██▍ | 1308/5335 [00:18<00:57, 70.28it/s] 6634 30.1127 : 25%|██▍ | 1316/5335 [00:18<00:56, 71.08it/s] 6654 28.7646 : 25%|██▍ | 1316/5335 [00:18<00:56, 71.08it/s] 6654 28.7646 : 25%|██▍ | 1324/5335 [00:18<00:55, 71.64it/s] 6654 28.7646 : 25%|██▍ | 1332/5335 [00:18<00:56, 71.37it/s] 6674 30.0293 : 25%|██▍ | 1332/5335 [00:18<00:56, 71.37it/s] 6674 30.0293 : 25%|██▌ | 1340/5335 [00:18<00:57, 69.32it/s] 6674 30.0293 : 25%|██▌ | 1347/5335 [00:19<01:01, 65.29it/s] 6674 30.0293 : 25%|██▌ | 1354/5335 [00:19<01:05, 60.69it/s] 6694 23.7852 : 25%|██▌ | 1354/5335 [00:19<01:05, 60.69it/s] 6694 23.7852 : 26%|██▌ | 1361/5335 [00:19<01:09, 57.40it/s] 6694 23.7852 : 26%|██▌ | 1367/5335 [00:19<01:11, 55.42it/s] 6694 23.7852 : 26%|██▌ | 1373/5335 [00:19<01:13, 53.96it/s] 6694 23.7852 : 26%|██▌ | 1379/5335 [00:19<01:13, 53.49it/s] 6714 26.4874 : 26%|██▌ | 1379/5335 [00:19<01:13, 53.49it/s] 6714 26.4874 : 26%|██▌ | 1385/5335 [00:19<01:13, 53.97it/s] 6714 26.4874 : 26%|██▌ | 1391/5335 [00:19<01:12, 54.34it/s] 6714 26.4874 : 26%|██▌ | 1397/5335 [00:20<01:10, 55.61it/s] 6734 28.5428 : 26%|██▌ | 1397/5335 [00:20<01:10, 55.61it/s] 6734 28.5428 : 26%|██▋ | 1404/5335 [00:20<01:07, 58.43it/s] 6734 28.5428 : 26%|██▋ | 1411/5335 [00:20<01:03, 61.41it/s] 6734 28.5428 : 27%|██▋ | 1419/5335 [00:20<00:59, 65.93it/s] 6754 30.7383 : 27%|██▋ | 1419/5335 [00:20<00:59, 65.93it/s] 6754 30.7383 : 27%|██▋ | 1427/5335 [00:20<00:55, 69.82it/s] 6754 30.7383 : 27%|██▋ | 1435/5335 [00:20<00:54, 72.20it/s] 6774 26.5943 : 27%|██▋ | 1435/5335 [00:20<00:54, 72.20it/s] 6774 26.5943 : 27%|██▋ | 1443/5335 [00:20<00:52, 74.19it/s] 6774 26.5943 : 27%|██▋ | 1451/5335 [00:20<00:51, 75.57it/s] 6774 26.5943 : 27%|██▋ | 1459/5335 [00:20<00:50, 76.82it/s] 6794 28.8613 : 27%|██▋ | 1459/5335 [00:20<00:50, 76.82it/s] 6794 28.8613 : 27%|██▋ | 1467/5335 [00:20<00:50, 77.20it/s] 6794 28.8613 : 28%|██▊ | 1475/5335 [00:21<00:49, 77.52it/s] 6814 26.5475 : 28%|██▊ | 1475/5335 [00:21<00:49, 77.52it/s] 6814 26.5475 : 28%|██▊ | 1483/5335 [00:21<00:50, 76.33it/s] 6814 26.5475 : 28%|██▊ | 1491/5335 [00:21<00:51, 75.35it/s] 6814 26.5475 : 28%|██▊ | 1499/5335 [00:21<00:54, 69.95it/s] 6834 26.0981 : 28%|██▊ | 1499/5335 [00:21<00:54, 69.95it/s] 6834 26.0981 : 28%|██▊ | 1507/5335 [00:21<00:59, 64.01it/s] 6834 26.0981 : 28%|██▊ | 1514/5335 [00:21<01:04, 59.34it/s] 6854 25.0486 : 28%|██▊ | 1514/5335 [00:21<01:04, 59.34it/s] 6854 25.0486 : 29%|██▊ | 1521/5335 [00:21<01:07, 56.73it/s] 6854 25.0486 : 29%|██▊ | 1528/5335 [00:21<01:04, 58.67it/s] 6854 25.0486 : 29%|██▉ | 1536/5335 [00:22<00:59, 63.54it/s] 6874 30.9883 : 29%|██▉ | 1536/5335 [00:22<00:59, 63.54it/s] 6874 30.9883 : 29%|██▉ | 1544/5335 [00:22<00:56, 67.38it/s] 6874 30.9883 : 29%|██▉ | 1553/5335 [00:22<00:52, 72.66it/s] 6894 29.9223 : 29%|██▉ | 1553/5335 [00:22<00:52, 72.66it/s] 6894 29.9223 : 29%|██▉ | 1563/5335 [00:22<00:47, 78.99it/s] 6894 29.9223 : 30%|██▉ | 1574/5335 [00:22<00:43, 86.45it/s] 6914 31.7946 : 30%|██▉ | 1574/5335 [00:22<00:43, 86.45it/s] 6914 31.7946 : 30%|██▉ | 1585/5335 [00:22<00:40, 92.09it/s] 6914 31.7946 : 30%|██▉ | 1596/5335 [00:22<00:38, 96.03it/s] 6934 32.0298 : 30%|██▉ | 1596/5335 [00:22<00:38, 96.03it/s] 6934 32.0298 : 30%|███ | 1607/5335 [00:22<00:37, 98.12it/s] 6934 32.0298 : 30%|███ | 1618/5335 [00:22<00:37, 99.94it/s] 6954 31.3212 : 30%|███ | 1618/5335 [00:22<00:37, 99.94it/s] 6954 31.3212 : 31%|███ | 1629/5335 [00:23<00:36, 100.43it/s] 6974 29.6425 : 31%|███ | 1629/5335 [00:23<00:36, 100.43it/s] 6974 29.6425 : 31%|███ | 1640/5335 [00:23<00:37, 99.43it/s] 6974 29.6425 : 31%|███ | 1650/5335 [00:23<00:38, 94.92it/s] 6994 29.3372 : 31%|███ | 1650/5335 [00:23<00:38, 94.92it/s] 6994 29.3372 : 31%|███ | 1660/5335 [00:23<00:42, 86.67it/s] 6994 29.3372 : 31%|███▏ | 1669/5335 [00:23<00:45, 80.93it/s] 6994 29.3372 : 31%|███▏ | 1678/5335 [00:23<00:46, 79.19it/s] 7014 28.5406 : 31%|███▏ | 1678/5335 [00:23<00:46, 79.19it/s] 7014 28.5406 : 32%|███▏ | 1690/5335 [00:23<00:41, 88.82it/s] 7034 29.4302 : 32%|███▏ | 1690/5335 [00:23<00:41, 88.82it/s] 7034 29.4302 : 32%|███▏ | 1702/5335 [00:23<00:37, 96.57it/s] 7034 29.4302 : 32%|███▏ | 1716/5335 [00:23<00:33, 107.59it/s] 7054 30.9273 : 32%|███▏ | 1716/5335 [00:23<00:33, 107.59it/s] 7054 30.9273 : 32%|███▏ | 1732/5335 [00:24<00:29, 120.53it/s] 7074 35.0407 : 32%|███▏ | 1732/5335 [00:24<00:29, 120.53it/s] 7074 35.0407 : 33%|███▎ | 1748/5335 [00:24<00:27, 129.36it/s] 7094 33.4562 : 33%|███▎ | 1748/5335 [00:24<00:27, 129.36it/s] 7094 33.4562 : 33%|███▎ | 1764/5335 [00:24<00:26, 135.67it/s] 7094 33.4562 : 33%|███▎ | 1779/5335 [00:24<00:25, 139.60it/s] 7114 32.2483 : 33%|███▎ | 1779/5335 [00:24<00:25, 139.60it/s] 7114 32.2483 : 34%|███▎ | 1794/5335 [00:24<00:25, 138.49it/s] 7134 29.8600 : 34%|███▎ | 1794/5335 [00:24<00:25, 138.49it/s] 7134 29.8600 : 34%|███▍ | 1808/5335 [00:24<00:27, 130.51it/s] 7154 29.0507 : 34%|███▍ | 1808/5335 [00:24<00:27, 130.51it/s] 7154 29.0507 : 34%|███▍ | 1822/5335 [00:24<00:29, 119.25it/s] 7154 29.0507 : 34%|███▍ | 1835/5335 [00:24<00:29, 118.93it/s] 7174 32.7958 : 34%|███▍ | 1835/5335 [00:24<00:29, 118.93it/s] 7174 32.7958 : 35%|███▍ | 1850/5335 [00:24<00:27, 126.48it/s] 7194 28.0392 : 35%|███▍ | 1850/5335 [00:25<00:27, 126.48it/s] 7194 28.0392 : 35%|███▍ | 1867/5335 [00:25<00:25, 136.69it/s] 7214 34.7156 : 35%|███▍ | 1867/5335 [00:25<00:25, 136.69it/s] 7214 34.7156 : 35%|███▌ | 1886/5335 [00:25<00:22, 150.08it/s] 7234 32.3139 : 35%|███▌ | 1886/5335 [00:25<00:22, 150.08it/s] 7234 32.3139 : 36%|███▌ | 1905/5335 [00:25<00:21, 161.12it/s] 7254 31.5840 : 36%|███▌ | 1905/5335 [00:25<00:21, 161.12it/s] 7254 31.5840 : 36%|███▌ | 1924/5335 [00:25<00:20, 168.56it/s] 7274 31.1418 : 36%|███▌ | 1924/5335 [00:25<00:20, 168.56it/s] 7274 31.1418 : 36%|███▋ | 1942/5335 [00:25<00:19, 170.77it/s] 7294 28.1229 : 36%|███▋ | 1942/5335 [00:25<00:19, 170.77it/s] 7294 28.1229 : 37%|███▋ | 1960/5335 [00:25<00:20, 164.80it/s] 7294 28.1229 : 37%|███▋ | 1977/5335 [00:25<00:21, 154.13it/s] 7314 29.3257 : 37%|███▋ | 1977/5335 [00:25<00:21, 154.13it/s] 7314 29.3257 : 37%|███▋ | 1993/5335 [00:25<00:24, 133.82it/s] 7334 32.4319 : 37%|███▋ | 1993/5335 [00:25<00:24, 133.82it/s] 7334 32.4319 : 38%|███▊ | 2007/5335 [00:26<00:27, 120.69it/s] 7354 30.3200 : 38%|███▊ | 2007/5335 [00:26<00:27, 120.69it/s] 7354 30.3200 : 38%|███▊ | 2020/5335 [00:26<00:28, 117.60it/s] 7354 30.3200 : 38%|███▊ | 2033/5335 [00:26<00:27, 119.77it/s] 7374 34.2951 : 38%|███▊ | 2033/5335 [00:26<00:27, 119.77it/s] 7374 34.2951 : 38%|███▊ | 2046/5335 [00:26<00:27, 121.29it/s] 7374 34.2951 : 39%|███▊ | 2059/5335 [00:26<00:26, 123.38it/s] 7394 33.4010 : 39%|███▊ | 2059/5335 [00:26<00:26, 123.38it/s] 7394 33.4010 : 39%|███▉ | 2072/5335 [00:26<00:26, 124.35it/s] 7414 30.4883 : 39%|███▉ | 2072/5335 [00:26<00:26, 124.35it/s] 7414 30.4883 : 39%|███▉ | 2085/5335 [00:26<00:26, 123.03it/s] 7414 30.4883 : 39%|███▉ | 2098/5335 [00:26<00:27, 119.27it/s] 7434 26.3288 : 39%|███▉ | 2098/5335 [00:26<00:27, 119.27it/s] 7434 26.3288 : 40%|███▉ | 2111/5335 [00:26<00:29, 110.50it/s] 7454 28.7401 : 40%|███▉ | 2111/5335 [00:27<00:29, 110.50it/s] 7454 28.7401 : 40%|███▉ | 2123/5335 [00:27<00:31, 100.52it/s] 7454 28.7401 : 40%|████ | 2134/5335 [00:27<00:33, 95.65it/s] 7474 27.1087 : 40%|████ | 2134/5335 [00:27<00:33, 95.65it/s] 7474 27.1087 : 40%|████ | 2144/5335 [00:27<00:38, 81.95it/s] 7474 27.1087 : 40%|████ | 2153/5335 [00:27<00:43, 73.24it/s] 7494 26.1140 : 40%|████ | 2153/5335 [00:27<00:43, 73.24it/s] 7494 26.1140 : 41%|████ | 2161/5335 [00:27<00:45, 70.38it/s] 7494 26.1140 : 41%|████ | 2169/5335 [00:27<00:45, 69.33it/s] 7494 26.1140 : 41%|████ | 2177/5335 [00:27<00:45, 70.02it/s] 7514 27.6181 : 41%|████ | 2177/5335 [00:27<00:45, 70.02it/s] 7514 27.6181 : 41%|████ | 2185/5335 [00:28<00:44, 70.93it/s] 7514 27.6181 : 41%|████ | 2193/5335 [00:28<00:43, 71.80it/s] 7534 26.0367 : 41%|████ | 2193/5335 [00:28<00:43, 71.80it/s] 7534 26.0367 : 41%|████▏ | 2201/5335 [00:28<00:43, 72.26it/s] 7534 26.0367 : 41%|████▏ | 2209/5335 [00:28<00:42, 73.21it/s] 7534 26.0367 : 42%|████▏ | 2217/5335 [00:28<00:42, 73.34it/s] 7554 30.8324 : 42%|████▏ | 2217/5335 [00:28<00:42, 73.34it/s] 7554 30.8324 : 42%|████▏ | 2225/5335 [00:28<00:42, 72.99it/s] 7554 30.8324 : 42%|████▏ | 2233/5335 [00:28<00:43, 71.32it/s] 7574 24.3233 : 42%|████▏ | 2233/5335 [00:28<00:43, 71.32it/s] 7574 24.3233 : 42%|████▏ | 2241/5335 [00:28<00:45, 67.39it/s] 7574 24.3233 : 42%|████▏ | 2248/5335 [00:28<00:48, 63.01it/s] 7574 24.3233 : 42%|████▏ | 2255/5335 [00:29<00:53, 57.72it/s] 7594 25.2735 : 42%|████▏ | 2255/5335 [00:29<00:53, 57.72it/s] 7594 25.2735 : 42%|████▏ | 2261/5335 [00:29<00:56, 54.30it/s] 7594 25.2735 : 42%|████▏ | 2267/5335 [00:29<01:00, 50.59it/s] 7594 25.2735 : 43%|████▎ | 2273/5335 [00:29<01:04, 47.56it/s] 7594 25.2735 : 43%|████▎ | 2278/5335 [00:29<01:05, 46.60it/s] 7614 26.6280 : 43%|████▎ | 2278/5335 [00:29<01:05, 46.60it/s] 7614 26.6280 : 43%|████▎ | 2283/5335 [00:29<01:05, 46.91it/s] 7614 26.6280 : 43%|████▎ | 2289/5335 [00:29<01:02, 48.87it/s] 7614 26.6280 : 43%|████▎ | 2296/5335 [00:29<00:56, 53.61it/s] 7634 29.6303 : 43%|████▎ | 2296/5335 [00:29<00:56, 53.61it/s] 7634 29.6303 : 43%|████▎ | 2303/5335 [00:30<00:53, 56.99it/s] 7634 29.6303 : 43%|████▎ | 2311/5335 [00:30<00:49, 61.61it/s] 7634 29.6303 : 43%|████▎ | 2319/5335 [00:30<00:45, 66.31it/s] 7654 28.5544 : 43%|████▎ | 2319/5335 [00:30<00:45, 66.31it/s] 7654 28.5544 : 44%|████▎ | 2328/5335 [00:30<00:42, 71.24it/s] 7654 28.5544 : 44%|████▍ | 2337/5335 [00:30<00:39, 75.52it/s] 7674 32.4656 : 44%|████▍ | 2337/5335 [00:30<00:39, 75.52it/s] 7674 32.4656 : 44%|████▍ | 2346/5335 [00:30<00:38, 78.31it/s] 7674 32.4656 : 44%|████▍ | 2355/5335 [00:30<00:36, 80.81it/s] 7694 31.0187 : 44%|████▍ | 2355/5335 [00:30<00:36, 80.81it/s] 7694 31.0187 : 44%|████▍ | 2364/5335 [00:30<00:35, 82.60it/s] 7694 31.0187 : 44%|████▍ | 2373/5335 [00:30<00:35, 83.40it/s] 7714 29.0945 : 44%|████▍ | 2373/5335 [00:30<00:35, 83.40it/s] 7714 29.0945 : 45%|████▍ | 2382/5335 [00:30<00:35, 82.76it/s] 7714 29.0945 : 45%|████▍ | 2391/5335 [00:31<00:36, 79.71it/s] 7734 27.8480 : 45%|████▍ | 2391/5335 [00:31<00:36, 79.71it/s] 7734 27.8480 : 45%|████▍ | 2400/5335 [00:31<00:39, 73.77it/s] 7734 27.8480 : 45%|████▌ | 2408/5335 [00:31<00:43, 67.20it/s] 7734 27.8480 : 45%|████▌ | 2415/5335 [00:31<00:47, 62.10it/s] 7754 28.9357 : 45%|████▌ | 2415/5335 [00:31<00:47, 62.10it/s] 7754 28.9357 : 45%|████▌ | 2422/5335 [00:31<00:50, 57.26it/s] 7754 28.9357 : 46%|████▌ | 2428/5335 [00:31<00:52, 55.24it/s] 7754 28.9357 : 46%|████▌ | 2434/5335 [00:31<00:53, 54.57it/s] 7774 28.4163 : 46%|████▌ | 2434/5335 [00:32<00:53, 54.57it/s] 7774 28.4163 : 46%|████▌ | 2440/5335 [00:32<00:52, 54.88it/s] 7774 28.4163 : 46%|████▌ | 2449/5335 [00:32<00:46, 62.25it/s] 7774 28.4163 : 46%|████▌ | 2458/5335 [00:32<00:42, 68.03it/s] 7794 35.3180 : 46%|████▌ | 2458/5335 [00:32<00:42, 68.03it/s] 7794 35.3180 : 46%|████▋ | 2468/5335 [00:32<00:38, 75.05it/s] 7794 35.3180 : 46%|████▋ | 2479/5335 [00:32<00:34, 82.74it/s] 7814 28.2459 : 46%|████▋ | 2479/5335 [00:32<00:34, 82.74it/s] 7814 28.2459 : 47%|████▋ | 2490/5335 [00:32<00:32, 88.59it/s] 7834 36.1551 : 47%|████▋ | 2490/5335 [00:32<00:32, 88.59it/s] 7834 36.1551 : 47%|████▋ | 2501/5335 [00:32<00:30, 92.72it/s] 7834 36.1551 : 47%|████▋ | 2512/5335 [00:32<00:29, 96.47it/s] 7854 31.8305 : 47%|████▋ | 2512/5335 [00:32<00:29, 96.47it/s] 7854 31.8305 : 47%|████▋ | 2523/5335 [00:32<00:28, 99.34it/s] 7854 31.8305 : 47%|████▋ | 2534/5335 [00:32<00:28, 99.58it/s] 7874 29.4669 : 47%|████▋ | 2534/5335 [00:33<00:28, 99.58it/s] 7874 29.4669 : 48%|████▊ | 2544/5335 [00:33<00:28, 96.36it/s] 7874 29.4669 : 48%|████▊ | 2554/5335 [00:33<00:31, 89.55it/s] 7894 27.5424 : 48%|████▊ | 2554/5335 [00:33<00:31, 89.55it/s] 7894 27.5424 : 48%|████▊ | 2564/5335 [00:33<00:34, 80.77it/s] 7894 27.5424 : 48%|████▊ | 2573/5335 [00:33<00:37, 73.91it/s] 7914 29.1792 : 48%|████▊ | 2573/5335 [00:33<00:37, 73.91it/s] 7914 29.1792 : 48%|████▊ | 2581/5335 [00:33<00:40, 68.58it/s] 7914 29.1792 : 49%|████▊ | 2589/5335 [00:33<00:41, 66.71it/s] 7914 29.1792 : 49%|████▊ | 2598/5335 [00:33<00:37, 72.05it/s] 7934 34.2018 : 49%|████▊ | 2598/5335 [00:33<00:37, 72.05it/s] 7934 34.2018 : 49%|████▉ | 2608/5335 [00:34<00:34, 79.04it/s] 7934 34.2018 : 49%|████▉ | 2619/5335 [00:34<00:31, 86.42it/s] 7954 31.6464 : 49%|████▉ | 2619/5335 [00:34<00:31, 86.42it/s] 7954 31.6464 : 49%|████▉ | 2631/5335 [00:34<00:28, 93.63it/s] 7974 35.7604 : 49%|████▉ | 2631/5335 [00:34<00:28, 93.63it/s] 7974 35.7604 : 50%|████▉ | 2643/5335 [00:34<00:26, 100.67it/s] 7974 35.7604 : 50%|████▉ | 2656/5335 [00:34<00:25, 106.74it/s] 7994 31.2003 : 50%|████▉ | 2656/5335 [00:34<00:25, 106.74it/s] 7994 31.2003 : 50%|█████ | 2668/5335 [00:34<00:24, 110.22it/s] 8014 33.9261 : 50%|█████ | 2668/5335 [00:34<00:24, 110.22it/s] 8014 33.9261 : 50%|█████ | 2680/5335 [00:34<00:23, 112.72it/s] 8014 33.9261 : 50%|█████ | 2692/5335 [00:34<00:23, 111.81it/s] 8034 27.2507 : 50%|█████ | 2692/5335 [00:34<00:23, 111.81it/s] 8034 27.2507 : 51%|█████ | 2704/5335 [00:34<00:24, 108.26it/s] 8034 27.2507 : 51%|█████ | 2715/5335 [00:34<00:26, 99.30it/s] 8054 28.9175 : 51%|█████ | 2715/5335 [00:35<00:26, 99.30it/s] 8054 28.9175 : 51%|█████ | 2726/5335 [00:35<00:29, 88.72it/s] 8054 28.9175 : 51%|█████▏ | 2736/5335 [00:35<00:32, 81.06it/s] 8074 27.9434 : 51%|█████▏ | 2736/5335 [00:35<00:32, 81.06it/s] 8074 27.9434 : 51%|█████▏ | 2745/5335 [00:35<00:32, 79.49it/s] 8074 27.9434 : 52%|█████▏ | 2754/5335 [00:35<00:31, 81.21it/s] 8094 32.0193 : 52%|█████▏ | 2754/5335 [00:35<00:31, 81.21it/s] 8094 32.0193 : 52%|█████▏ | 2763/5335 [00:35<00:31, 82.82it/s] 8094 32.0193 : 52%|█████▏ | 2773/5335 [00:35<00:29, 86.93it/s] 8114 31.2969 : 52%|█████▏ | 2773/5335 [00:35<00:29, 86.93it/s] 8114 31.2969 : 52%|█████▏ | 2784/5335 [00:35<00:27, 92.01it/s] 8114 31.2969 : 52%|█████▏ | 2795/5335 [00:35<00:26, 96.82it/s] 8134 33.0352 : 52%|█████▏ | 2795/5335 [00:35<00:26, 96.82it/s] 8134 33.0352 : 53%|█████▎ | 2807/5335 [00:36<00:25, 100.91it/s] 8134 33.0352 : 53%|█████▎ | 2818/5335 [00:36<00:24, 103.34it/s] 8154 34.1046 : 53%|█████▎ | 2818/5335 [00:36<00:24, 103.34it/s] 8154 34.1046 : 53%|█████▎ | 2829/5335 [00:36<00:23, 104.89it/s] 8174 28.7265 : 53%|█████▎ | 2829/5335 [00:36<00:23, 104.89it/s] 8174 28.7265 : 53%|█████▎ | 2840/5335 [00:36<00:23, 104.81it/s] 8174 28.7265 : 53%|█████▎ | 2851/5335 [00:36<00:24, 102.02it/s] 8194 28.7435 : 53%|█████▎ | 2851/5335 [00:36<00:24, 102.02it/s] 8194 28.7435 : 54%|█████▎ | 2862/5335 [00:36<00:25, 95.49it/s] 8194 28.7435 : 54%|█████▍ | 2872/5335 [00:36<00:28, 87.06it/s] 8214 25.2153 : 54%|█████▍ | 2872/5335 [00:36<00:28, 87.06it/s] 8214 25.2153 : 54%|█████▍ | 2881/5335 [00:36<00:31, 78.87it/s] 8214 25.2153 : 54%|█████▍ | 2890/5335 [00:37<00:33, 72.13it/s] 8214 25.2153 : 54%|█████▍ | 2898/5335 [00:37<00:34, 70.85it/s] 8234 29.6758 : 54%|█████▍ | 2898/5335 [00:37<00:34, 70.85it/s] 8234 29.6758 : 54%|█████▍ | 2906/5335 [00:37<00:34, 69.72it/s] 8234 29.6758 : 55%|█████▍ | 2914/5335 [00:37<00:35, 68.73it/s] 8254 29.6679 : 55%|█████▍ | 2914/5335 [00:37<00:35, 68.73it/s] 8254 29.6679 : 55%|█████▍ | 2922/5335 [00:37<00:34, 69.75it/s] 8254 29.6679 : 55%|█████▍ | 2930/5335 [00:37<00:33, 72.04it/s] 8254 29.6679 : 55%|█████▌ | 2939/5335 [00:37<00:31, 75.43it/s] 8274 30.0151 : 55%|█████▌ | 2939/5335 [00:37<00:31, 75.43it/s] 8274 30.0151 : 55%|█████▌ | 2948/5335 [00:37<00:30, 78.87it/s] 8274 30.0151 : 55%|█████▌ | 2957/5335 [00:37<00:29, 81.34it/s] 8294 35.9431 : 55%|█████▌ | 2957/5335 [00:37<00:29, 81.34it/s] 8294 35.9431 : 56%|█████▌ | 2966/5335 [00:38<00:28, 81.93it/s] 8294 35.9431 : 56%|█████▌ | 2975/5335 [00:38<00:28, 83.01it/s] 8314 33.0680 : 56%|█████▌ | 2975/5335 [00:38<00:28, 83.01it/s] 8314 33.0680 : 56%|█████▌ | 2984/5335 [00:38<00:28, 83.59it/s] 8314 33.0680 : 56%|█████▌ | 2993/5335 [00:38<00:28, 82.26it/s] 8334 29.2667 : 56%|█████▌ | 2993/5335 [00:38<00:28, 82.26it/s] 8334 29.2667 : 56%|█████▋ | 3002/5335 [00:38<00:29, 79.81it/s] 8334 29.2667 : 56%|█████▋ | 3011/5335 [00:38<00:30, 75.14it/s] 8334 29.2667 : 57%|█████▋ | 3019/5335 [00:38<00:33, 68.93it/s] 8354 27.3271 : 57%|█████▋ | 3019/5335 [00:38<00:33, 68.93it/s] 8354 27.3271 : 57%|█████▋ | 3027/5335 [00:38<00:37, 61.63it/s] 8354 27.3271 : 57%|█████▋ | 3034/5335 [00:39<00:40, 56.92it/s] 8374 29.3502 : 57%|█████▋ | 3034/5335 [00:39<00:40, 56.92it/s] 8374 29.3502 : 57%|█████▋ | 3040/5335 [00:39<00:42, 53.62it/s] 8374 29.3502 : 57%|█████▋ | 3046/5335 [00:39<00:43, 52.12it/s] 8374 29.3502 : 57%|█████▋ | 3053/5335 [00:39<00:41, 54.79it/s] 8394 32.1533 : 57%|█████▋ | 3053/5335 [00:39<00:41, 54.79it/s] 8394 32.1533 : 57%|█████▋ | 3060/5335 [00:39<00:40, 56.75it/s] 8394 32.1533 : 57%|█████▋ | 3067/5335 [00:39<00:38, 59.07it/s] 8394 32.1533 : 58%|█████▊ | 3074/5335 [00:39<00:36, 61.68it/s] 8414 29.7797 : 58%|█████▊ | 3074/5335 [00:39<00:36, 61.68it/s] 8414 29.7797 : 58%|█████▊ | 3082/5335 [00:39<00:34, 65.26it/s] 8414 29.7797 : 58%|█████▊ | 3090/5335 [00:39<00:32, 68.34it/s] 8414 29.7797 : 58%|█████▊ | 3098/5335 [00:40<00:31, 70.65it/s] 8434 32.2747 : 58%|█████▊ | 3098/5335 [00:40<00:31, 70.65it/s] 8434 32.2747 : 58%|█████▊ | 3106/5335 [00:40<00:30, 73.07it/s] 8434 32.2747 : 58%|█████▊ | 3114/5335 [00:40<00:30, 73.90it/s] 8454 31.4743 : 58%|█████▊ | 3114/5335 [00:40<00:30, 73.90it/s] 8454 31.4743 : 59%|█████▊ | 3122/5335 [00:40<00:29, 74.37it/s] 8454 31.4743 : 59%|█████▊ | 3130/5335 [00:40<00:29, 74.71it/s] 8454 31.4743 : 59%|█████▉ | 3138/5335 [00:40<00:29, 74.09it/s] 8474 30.2266 : 59%|█████▉ | 3138/5335 [00:40<00:29, 74.09it/s] 8474 30.2266 : 59%|█████▉ | 3146/5335 [00:40<00:30, 72.07it/s] 8474 30.2266 : 59%|█████▉ | 3154/5335 [00:40<00:32, 68.13it/s] 8494 25.9722 : 59%|█████▉ | 3154/5335 [00:40<00:32, 68.13it/s] 8494 25.9722 : 59%|█████▉ | 3161/5335 [00:41<00:35, 61.27it/s] 8494 25.9722 : 59%|█████▉ | 3168/5335 [00:41<00:39, 55.20it/s] 8494 25.9722 : 59%|█████▉ | 3174/5335 [00:41<00:43, 49.79it/s] 8514 23.1871 : 59%|█████▉ | 3174/5335 [00:41<00:43, 49.79it/s] 8514 23.1871 : 60%|█████▉ | 3180/5335 [00:41<00:46, 46.15it/s] 8514 23.1871 : 60%|█████▉ | 3185/5335 [00:41<00:48, 44.23it/s] 8514 23.1871 : 60%|█████▉ | 3190/5335 [00:41<00:49, 43.69it/s] 8514 23.1871 : 60%|█████▉ | 3195/5335 [00:41<00:48, 44.49it/s] 8534 19.8447 : 60%|█████▉ | 3195/5335 [00:41<00:48, 44.49it/s] 8534 19.8447 : 60%|█████▉ | 3200/5335 [00:41<00:46, 45.76it/s] 8534 19.8447 : 60%|██████ | 3209/5335 [00:42<00:37, 56.88it/s] 8534 19.8447 : 60%|██████ | 3218/5335 [00:42<00:32, 65.73it/s] 8554 32.0943 : 60%|██████ | 3218/5335 [00:42<00:32, 65.73it/s] 8554 32.0943 : 61%|██████ | 3228/5335 [00:42<00:28, 74.43it/s] 8554 32.0943 : 61%|██████ | 3239/5335 [00:42<00:25, 82.81it/s] 8574 29.5069 : 61%|██████ | 3239/5335 [00:42<00:25, 82.81it/s] 8574 29.5069 : 61%|██████ | 3250/5335 [00:42<00:23, 89.37it/s] 8594 33.9571 : 61%|██████ | 3250/5335 [00:42<00:23, 89.37it/s] 8594 33.9571 : 61%|██████ | 3261/5335 [00:42<00:21, 94.50it/s] 8594 33.9571 : 61%|██████▏ | 3272/5335 [00:42<00:21, 97.28it/s] 8614 34.1085 : 61%|██████▏ | 3272/5335 [00:42<00:21, 97.28it/s] 8614 34.1085 : 62%|██████▏ | 3283/5335 [00:42<00:20, 98.98it/s] 8614 34.1085 : 62%|██████▏ | 3294/5335 [00:42<00:20, 99.85it/s] 8634 28.3295 : 62%|██████▏ | 3294/5335 [00:42<00:20, 99.85it/s] 8634 28.3295 : 62%|██████▏ | 3305/5335 [00:42<00:21, 96.01it/s] 8634 28.3295 : 62%|██████▏ | 3315/5335 [00:43<00:22, 88.02it/s] 8654 24.9630 : 62%|██████▏ | 3315/5335 [00:43<00:22, 88.02it/s] 8654 24.9630 : 62%|██████▏ | 3324/5335 [00:43<00:25, 78.26it/s] 8654 24.9630 : 62%|██████▏ | 3333/5335 [00:43<00:28, 69.84it/s] 8674 27.0567 : 62%|██████▏ | 3333/5335 [00:43<00:28, 69.84it/s] 8674 27.0567 : 63%|██████▎ | 3341/5335 [00:43<00:30, 64.98it/s] 8674 27.0567 : 63%|██████▎ | 3348/5335 [00:43<00:30, 64.33it/s] 8674 27.0567 : 63%|██████▎ | 3356/5335 [00:43<00:29, 66.81it/s] 8694 35.6142 : 63%|██████▎ | 3356/5335 [00:43<00:29, 66.81it/s] 8694 35.6142 : 63%|██████▎ | 3365/5335 [00:43<00:27, 71.63it/s] 8694 35.6142 : 63%|██████▎ | 3374/5335 [00:44<00:25, 76.21it/s] 8714 29.9578 : 63%|██████▎ | 3374/5335 [00:44<00:25, 76.21it/s] 8714 29.9578 : 63%|██████▎ | 3384/5335 [00:44<00:23, 81.69it/s] 8714 29.9578 : 64%|██████▎ | 3395/5335 [00:44<00:22, 87.60it/s] 8734 35.4474 : 64%|██████▎ | 3395/5335 [00:44<00:22, 87.60it/s] 8734 35.4474 : 64%|██████▍ | 3406/5335 [00:44<00:21, 91.54it/s] 8734 35.4474 : 64%|██████▍ | 3417/5335 [00:44<00:20, 95.40it/s] 8754 35.4326 : 64%|██████▍ | 3417/5335 [00:44<00:20, 95.40it/s] 8754 35.4326 : 64%|██████▍ | 3428/5335 [00:44<00:19, 97.30it/s] 8754 35.4326 : 64%|██████▍ | 3439/5335 [00:44<00:19, 98.41it/s] 8774 29.9728 : 64%|██████▍ | 3439/5335 [00:44<00:19, 98.41it/s] 8774 29.9728 : 65%|██████▍ | 3449/5335 [00:44<00:19, 97.24it/s] 8774 29.9728 : 65%|██████▍ | 3459/5335 [00:44<00:20, 92.35it/s] 8794 27.8655 : 65%|██████▍ | 3459/5335 [00:44<00:20, 92.35it/s] 8794 27.8655 : 65%|██████▌ | 3469/5335 [00:45<00:22, 82.97it/s] 8794 27.8655 : 65%|██████▌ | 3478/5335 [00:45<00:25, 73.17it/s] 8814 26.4166 : 65%|██████▌ | 3478/5335 [00:45<00:25, 73.17it/s] 8814 26.4166 : 65%|██████▌ | 3486/5335 [00:45<00:27, 67.01it/s] 8814 26.4166 : 65%|██████▌ | 3493/5335 [00:45<00:29, 63.12it/s] 8834 28.3036 : 65%|██████▌ | 3493/5335 [00:45<00:29, 63.12it/s] 8834 28.3036 : 66%|██████▌ | 3500/5335 [00:45<00:29, 62.80it/s] 8834 28.3036 : 66%|██████▌ | 3507/5335 [00:45<00:28, 64.39it/s] 8834 28.3036 : 66%|██████▌ | 3515/5335 [00:45<00:27, 67.23it/s] 8854 34.6392 : 66%|██████▌ | 3515/5335 [00:45<00:27, 67.23it/s] 8854 34.6392 : 66%|██████▌ | 3523/5335 [00:45<00:26, 68.98it/s] 8854 34.6392 : 66%|██████▌ | 3532/5335 [00:46<00:24, 72.85it/s] 8874 32.6593 : 66%|██████▌ | 3532/5335 [00:46<00:24, 72.85it/s] 8874 32.6593 : 66%|██████▋ | 3541/5335 [00:46<00:23, 76.85it/s] 8874 32.6593 : 67%|██████▋ | 3551/5335 [00:46<00:21, 81.53it/s] 8894 34.6610 : 67%|██████▋ | 3551/5335 [00:46<00:21, 81.53it/s] 8894 34.6610 : 67%|██████▋ | 3561/5335 [00:46<00:20, 84.95it/s] 8894 34.6610 : 67%|██████▋ | 3571/5335 [00:46<00:20, 87.90it/s] 8914 32.2507 : 67%|██████▋ | 3571/5335 [00:46<00:20, 87.90it/s] 8914 32.2507 : 67%|██████▋ | 3581/5335 [00:46<00:19, 88.84it/s] 8914 32.2507 : 67%|██████▋ | 3591/5335 [00:46<00:19, 89.75it/s] 8934 32.1560 : 67%|██████▋ | 3591/5335 [00:46<00:19, 89.75it/s] 8934 32.1560 : 67%|██████▋ | 3600/5335 [00:46<00:19, 88.67it/s] 8934 32.1560 : 68%|██████▊ | 3609/5335 [00:46<00:20, 84.76it/s] 8934 32.1560 : 68%|██████▊ | 3618/5335 [00:47<00:22, 77.75it/s] 8954 29.1278 : 68%|██████▊ | 3618/5335 [00:47<00:22, 77.75it/s] 8954 29.1278 : 68%|██████▊ | 3626/5335 [00:47<00:24, 69.63it/s] 8954 29.1278 : 68%|██████▊ | 3634/5335 [00:47<00:27, 61.90it/s] 8974 26.9951 : 68%|██████▊ | 3634/5335 [00:47<00:27, 61.90it/s] 8974 26.9951 : 68%|██████▊ | 3641/5335 [00:47<00:28, 58.46it/s] 8974 26.9951 : 68%|██████▊ | 3648/5335 [00:47<00:29, 56.31it/s] 8974 26.9951 : 68%|██████▊ | 3654/5335 [00:47<00:30, 55.96it/s] 8994 23.9985 : 68%|██████▊ | 3654/5335 [00:47<00:30, 55.96it/s] 8994 23.9985 : 69%|██████▊ | 3661/5335 [00:47<00:28, 58.08it/s] 8994 23.9985 : 69%|██████▉ | 3668/5335 [00:47<00:27, 60.13it/s] 8994 23.9985 : 69%|██████▉ | 3675/5335 [00:48<00:27, 61.24it/s] 9014 35.0429 : 69%|██████▉ | 3675/5335 [00:48<00:27, 61.24it/s] 9014 35.0429 : 69%|██████▉ | 3682/5335 [00:48<00:26, 63.19it/s] 9014 35.0429 : 69%|██████▉ | 3690/5335 [00:48<00:24, 66.26it/s] 9014 35.0429 : 69%|██████▉ | 3698/5335 [00:48<00:23, 69.19it/s] 9034 28.6973 : 69%|██████▉ | 3698/5335 [00:48<00:23, 69.19it/s] 9034 28.6973 : 69%|██████▉ | 3707/5335 [00:48<00:22, 72.91it/s] 9034 28.6973 : 70%|██████▉ | 3716/5335 [00:48<00:21, 75.47it/s] 9054 35.5231 : 70%|██████▉ | 3716/5335 [00:48<00:21, 75.47it/s] 9054 35.5231 : 70%|██████▉ | 3724/5335 [00:48<00:21, 76.14it/s] 9054 35.5231 : 70%|██████▉ | 3732/5335 [00:48<00:20, 76.81it/s] 9074 33.5971 : 70%|██████▉ | 3732/5335 [00:48<00:20, 76.81it/s] 9074 33.5971 : 70%|███████ | 3741/5335 [00:48<00:20, 78.02it/s] 9074 33.5971 : 70%|███████ | 3749/5335 [00:49<00:20, 77.44it/s] 9074 33.5971 : 70%|███████ | 3757/5335 [00:49<00:21, 75.00it/s] 9094 27.9265 : 70%|███████ | 3757/5335 [00:49<00:21, 75.00it/s] 9094 27.9265 : 71%|███████ | 3765/5335 [00:49<00:22, 69.83it/s] 9094 27.9265 : 71%|███████ | 3773/5335 [00:49<00:24, 62.59it/s] 9114 28.1592 : 71%|███████ | 3773/5335 [00:49<00:24, 62.59it/s] 9114 28.1592 : 71%|███████ | 3780/5335 [00:49<00:27, 56.65it/s] 9114 28.1592 : 71%|███████ | 3786/5335 [00:49<00:29, 51.82it/s] 9114 28.1592 : 71%|███████ | 3792/5335 [00:49<00:31, 49.29it/s] 9114 28.1592 : 71%|███████ | 3798/5335 [00:49<00:32, 47.84it/s] 9134 28.9616 : 71%|███████ | 3798/5335 [00:50<00:32, 47.84it/s] 9134 28.9616 : 71%|███████▏ | 3803/5335 [00:50<00:31, 48.30it/s] 9134 28.9616 : 71%|███████▏ | 3809/5335 [00:50<00:30, 49.23it/s] 9134 28.9616 : 72%|███████▏ | 3816/5335 [00:50<00:28, 53.54it/s] 9154 21.5802 : 72%|███████▏ | 3816/5335 [00:50<00:28, 53.54it/s] 9154 21.5802 : 72%|███████▏ | 3824/5335 [00:50<00:25, 58.98it/s] 9154 21.5802 : 72%|███████▏ | 3832/5335 [00:50<00:23, 63.54it/s] 9174 28.8226 : 72%|███████▏ | 3832/5335 [00:50<00:23, 63.54it/s] 9174 28.8226 : 72%|███████▏ | 3840/5335 [00:50<00:22, 67.85it/s] 9174 28.8226 : 72%|███████▏ | 3850/5335 [00:50<00:19, 75.37it/s] 9194 27.3848 : 72%|███████▏ | 3850/5335 [00:50<00:19, 75.37it/s] 9194 27.3848 : 72%|███████▏ | 3861/5335 [00:50<00:17, 84.27it/s] 9194 27.3848 : 73%|███████▎ | 3873/5335 [00:50<00:15, 92.75it/s] 9214 21.6313 : 73%|███████▎ | 3873/5335 [00:51<00:15, 92.75it/s] 9214 21.6313 : 73%|███████▎ | 3885/5335 [00:51<00:14, 98.54it/s] 9214 21.6313 : 73%|███████▎ | 3897/5335 [00:51<00:14, 102.25it/s] 9234 26.8280 : 73%|███████▎ | 3897/5335 [00:51<00:14, 102.25it/s] 9234 26.8280 : 73%|███████▎ | 3908/5335 [00:51<00:13, 103.81it/s] 9234 26.8280 : 73%|███████▎ | 3919/5335 [00:51<00:13, 104.79it/s] 9254 24.5276 : 73%|███████▎ | 3919/5335 [00:51<00:13, 104.79it/s] 9254 24.5276 : 74%|███████▎ | 3930/5335 [00:51<00:13, 103.01it/s] 9274 22.2361 : 74%|███████▎ | 3930/5335 [00:51<00:13, 103.01it/s] 9274 22.2361 : 74%|███████▍ | 3941/5335 [00:51<00:14, 96.09it/s] 9274 22.2361 : 74%|███████▍ | 3951/5335 [00:51<00:15, 88.94it/s] 9294 27.7769 : 74%|███████▍ | 3951/5335 [00:51<00:15, 88.94it/s] 9294 27.7769 : 74%|███████▍ | 3961/5335 [00:51<00:16, 84.46it/s] 9294 27.7769 : 74%|███████▍ | 3970/5335 [00:51<00:16, 84.47it/s] 9314 31.6160 : 74%|███████▍ | 3970/5335 [00:52<00:16, 84.47it/s] 9314 31.6160 : 75%|███████▍ | 3980/5335 [00:52<00:15, 86.77it/s] 9314 31.6160 : 75%|███████▍ | 3990/5335 [00:52<00:14, 89.68it/s] 9334 31.5851 : 75%|███████▍ | 3990/5335 [00:52<00:14, 89.68it/s] 9334 31.5851 : 75%|███████▌ | 4002/5335 [00:52<00:13, 96.42it/s] 9334 31.5851 : 75%|███████▌ | 4015/5335 [00:52<00:12, 104.65it/s] 9354 30.9438 : 75%|███████▌ | 4015/5335 [00:52<00:12, 104.65it/s] 9354 30.9438 : 76%|███████▌ | 4029/5335 [00:52<00:11, 113.10it/s] 9374 30.5893 : 76%|███████▌ | 4029/5335 [00:52<00:11, 113.10it/s] 9374 30.5893 : 76%|███████▌ | 4042/5335 [00:52<00:10, 117.84it/s] 9374 30.5893 : 76%|███████▌ | 4055/5335 [00:52<00:10, 120.73it/s] 9394 31.3076 : 76%|███████▌ | 4055/5335 [00:52<00:10, 120.73it/s] 9394 31.3076 : 76%|███████▋ | 4068/5335 [00:52<00:10, 122.03it/s] 9414 29.7364 : 76%|███████▋ | 4068/5335 [00:52<00:10, 122.03it/s] 9414 29.7364 : 76%|███████▋ | 4081/5335 [00:52<00:10, 121.25it/s] 9414 29.7364 : 77%|███████▋ | 4094/5335 [00:53<00:10, 114.23it/s] 9434 27.7419 : 77%|███████▋ | 4094/5335 [00:53<00:10, 114.23it/s] 9434 27.7419 : 77%|███████▋ | 4106/5335 [00:53<00:11, 105.96it/s] 9434 27.7419 : 77%|███████▋ | 4117/5335 [00:53<00:12, 100.53it/s] 9454 30.7079 : 77%|███████▋ | 4117/5335 [00:53<00:12, 100.53it/s] 9454 30.7079 : 77%|███████▋ | 4128/5335 [00:53<00:12, 95.12it/s] 9454 30.7079 : 78%|███████▊ | 4138/5335 [00:53<00:12, 93.76it/s] 9474 30.6799 : 78%|███████▊ | 4138/5335 [00:53<00:12, 93.76it/s] 9474 30.6799 : 78%|███████▊ | 4148/5335 [00:53<00:12, 94.90it/s] 9494 32.1660 : 78%|███████▊ | 4148/5335 [00:53<00:12, 94.90it/s] 9494 32.1660 : 78%|███████▊ | 4160/5335 [00:53<00:11, 99.88it/s] 9494 32.1660 : 78%|███████▊ | 4173/5335 [00:53<00:10, 108.05it/s] 9514 34.9428 : 78%|███████▊ | 4173/5335 [00:53<00:10, 108.05it/s] 9514 34.9428 : 78%|███████▊ | 4186/5335 [00:53<00:10, 113.53it/s] 9514 34.9428 : 79%|███████▊ | 4199/5335 [00:54<00:09, 117.81it/s] 9534 33.1573 : 79%|███████▊ | 4199/5335 [00:54<00:09, 117.81it/s] 9534 33.1573 : 79%|███████▉ | 4212/5335 [00:54<00:09, 119.29it/s] 9554 30.1198 : 79%|███████▉ | 4212/5335 [00:54<00:09, 119.29it/s] 9554 30.1198 : 79%|███████▉ | 4224/5335 [00:54<00:09, 119.37it/s] 9554 30.1198 : 79%|███████▉ | 4236/5335 [00:54<00:09, 117.37it/s] 9574 29.2115 : 79%|███████▉ | 4236/5335 [00:54<00:09, 117.37it/s] 9574 29.2115 : 80%|███████▉ | 4248/5335 [00:54<00:09, 108.96it/s] 9594 27.4591 : 80%|███████▉ | 4248/5335 [00:54<00:09, 108.96it/s] 9594 27.4591 : 80%|███████▉ | 4260/5335 [00:54<00:10, 100.03it/s] 9594 27.4591 : 80%|████████ | 4271/5335 [00:54<00:11, 93.18it/s] 9614 30.2467 : 80%|████████ | 4271/5335 [00:54<00:11, 93.18it/s] 9614 30.2467 : 80%|████████ | 4281/5335 [00:54<00:11, 87.92it/s] 9614 30.2467 : 80%|████████ | 4290/5335 [00:55<00:12, 86.00it/s] 9634 28.4269 : 80%|████████ | 4290/5335 [00:55<00:12, 86.00it/s] 9634 28.4269 : 81%|████████ | 4300/5335 [00:55<00:11, 88.25it/s] 9634 28.4269 : 81%|████████ | 4311/5335 [00:55<00:11, 92.45it/s] 9654 28.9402 : 81%|████████ | 4311/5335 [00:55<00:11, 92.45it/s] 9654 28.9402 : 81%|████████ | 4323/5335 [00:55<00:10, 97.99it/s] 9654 28.9402 : 81%|████████ | 4334/5335 [00:55<00:09, 100.96it/s] 9674 29.8711 : 81%|████████ | 4334/5335 [00:55<00:09, 100.96it/s] 9674 29.8711 : 81%|████████▏ | 4345/5335 [00:55<00:09, 103.39it/s] 9674 29.8711 : 82%|████████▏ | 4356/5335 [00:55<00:09, 104.55it/s] 9694 30.6128 : 82%|████████▏ | 4356/5335 [00:55<00:09, 104.55it/s] 9694 30.6128 : 82%|████████▏ | 4367/5335 [00:55<00:09, 104.78it/s] 9694 30.6128 : 82%|████████▏ | 4378/5335 [00:55<00:09, 104.65it/s] 9714 27.3447 : 82%|████████▏ | 4378/5335 [00:55<00:09, 104.65it/s] 9714 27.3447 : 82%|████████▏ | 4389/5335 [00:55<00:09, 100.53it/s] 9734 24.9143 : 82%|████████▏ | 4389/5335 [00:56<00:09, 100.53it/s] 9734 24.9143 : 82%|████████▏ | 4400/5335 [00:56<00:10, 91.80it/s] 9734 24.9143 : 83%|████████▎ | 4410/5335 [00:56<00:10, 85.34it/s] 9734 24.9143 : 83%|████████▎ | 4419/5335 [00:56<00:11, 81.94it/s] 9754 21.6666 : 83%|████████▎ | 4419/5335 [00:56<00:11, 81.94it/s] 9754 21.6666 : 83%|████████▎ | 4430/5335 [00:56<00:10, 89.10it/s] 9774 32.3052 : 83%|████████▎ | 4430/5335 [00:56<00:10, 89.10it/s] 9774 32.3052 : 83%|████████▎ | 4442/5335 [00:56<00:09, 97.01it/s] 9774 32.3052 : 84%|████████▎ | 4456/5335 [00:56<00:08, 108.09it/s] 9794 28.8486 : 84%|████████▎ | 4456/5335 [00:56<00:08, 108.09it/s] 9794 28.8486 : 84%|████████▍ | 4472/5335 [00:56<00:07, 121.29it/s] 9814 34.0393 : 84%|████████▍ | 4472/5335 [00:56<00:07, 121.29it/s] 9814 34.0393 : 84%|████████▍ | 4488/5335 [00:56<00:06, 131.56it/s] 9834 33.1414 : 84%|████████▍ | 4488/5335 [00:56<00:06, 131.56it/s] 9834 33.1414 : 84%|████████▍ | 4504/5335 [00:57<00:05, 138.57it/s] 9834 33.1414 : 85%|████████▍ | 4519/5335 [00:57<00:05, 141.75it/s] 9854 30.9636 : 85%|████████▍ | 4519/5335 [00:57<00:05, 141.75it/s] 9854 30.9636 : 85%|████████▍ | 4534/5335 [00:57<00:05, 142.51it/s] 9874 29.3082 : 85%|████████▍ | 4534/5335 [00:57<00:05, 142.51it/s] 9874 29.3082 : 85%|████████▌ | 4549/5335 [00:57<00:05, 135.90it/s] 9894 28.9794 : 85%|████████▌ | 4549/5335 [00:57<00:05, 135.90it/s] 9894 28.9794 : 86%|████████▌ | 4563/5335 [00:57<00:06, 124.74it/s] 9894 28.9794 : 86%|████████▌ | 4576/5335 [00:57<00:06, 120.85it/s] 9914 29.6191 : 86%|████████▌ | 4576/5335 [00:57<00:06, 120.85it/s] 9914 29.6191 : 86%|████████▌ | 4591/5335 [00:57<00:05, 127.76it/s] 9934 32.6368 : 86%|████████▌ | 4591/5335 [00:57<00:05, 127.76it/s] 9934 32.6368 : 86%|████████▋ | 4608/5335 [00:57<00:05, 138.18it/s] 9954 35.7302 : 86%|████████▋ | 4608/5335 [00:57<00:05, 138.18it/s] 9954 35.7302 : 87%|████████▋ | 4627/5335 [00:57<00:04, 151.59it/s] 9974 31.0219 : 87%|████████▋ | 4627/5335 [00:57<00:04, 151.59it/s] 9974 31.0219 : 87%|████████▋ | 4646/5335 [00:57<00:04, 161.90it/s] 9994 33.8852 : 87%|████████▋ | 4646/5335 [00:58<00:04, 161.90it/s] 9994 33.8852 : 87%|████████▋ | 4665/5335 [00:58<00:03, 168.67it/s] 10014 33.0017 : 87%|████████▋ | 4665/5335 [00:58<00:03, 168.67it/s] 10014 33.0017 : 88%|████████▊ | 4683/5335 [00:58<00:03, 171.86it/s] 10034 31.6877 : 88%|████████▊ | 4683/5335 [00:58<00:03, 171.86it/s] 10034 31.6877 : 88%|████████▊ | 4701/5335 [00:58<00:03, 166.88it/s] 10034 31.6877 : 88%|████████▊ | 4718/5335 [00:58<00:03, 154.41it/s] 10054 33.0086 : 88%|████████▊ | 4718/5335 [00:58<00:03, 154.41it/s] 10054 33.0086 : 89%|████████▊ | 4734/5335 [00:58<00:04, 136.83it/s] 10074 33.4568 : 89%|████████▊ | 4734/5335 [00:58<00:04, 136.83it/s] 10074 33.4568 : 89%|████████▉ | 4749/5335 [00:58<00:04, 123.44it/s] 10094 31.6129 : 89%|████████▉ | 4749/5335 [00:58<00:04, 123.44it/s] 10094 31.6129 : 89%|████████▉ | 4762/5335 [00:58<00:04, 120.51it/s] 10094 31.6129 : 90%|████████▉ | 4775/5335 [00:58<00:04, 121.74it/s] 10114 34.4337 : 90%|████████▉ | 4775/5335 [00:59<00:04, 121.74it/s] 10114 34.4337 : 90%|████████▉ | 4788/5335 [00:59<00:04, 123.83it/s] 10134 34.0974 : 90%|████████▉ | 4788/5335 [00:59<00:04, 123.83it/s] 10134 34.0974 : 90%|████████▉ | 4801/5335 [00:59<00:04, 125.34it/s] 10134 34.0974 : 90%|█████████ | 4815/5335 [00:59<00:04, 126.48it/s] 10154 32.5790 : 90%|█████████ | 4815/5335 [00:59<00:04, 126.48it/s] 10154 32.5790 : 90%|█████████ | 4828/5335 [00:59<00:04, 125.67it/s] 10174 29.1869 : 90%|█████████ | 4828/5335 [00:59<00:04, 125.67it/s] 10174 29.1869 : 91%|█████████ | 4841/5335 [00:59<00:04, 121.51it/s] 10174 29.1869 : 91%|█████████ | 4854/5335 [00:59<00:04, 112.76it/s] 10194 27.8703 : 91%|█████████ | 4854/5335 [00:59<00:04, 112.76it/s] 10194 27.8703 : 91%|█████████ | 4866/5335 [00:59<00:04, 102.88it/s] 10194 27.8703 : 91%|█████████▏| 4877/5335 [00:59<00:04, 97.20it/s] 10214 31.4749 : 91%|█████████▏| 4877/5335 [00:59<00:04, 97.20it/s] 10214 31.4749 : 92%|█████████▏| 4887/5335 [01:00<00:04, 89.96it/s] 10214 31.4749 : 92%|█████████▏| 4897/5335 [01:00<00:05, 84.98it/s] 10234 28.5640 : 92%|█████████▏| 4897/5335 [01:00<00:05, 84.98it/s] 10234 28.5640 : 92%|█████████▏| 4906/5335 [01:00<00:05, 85.34it/s] 10234 28.5640 : 92%|█████████▏| 4915/5335 [01:00<00:04, 86.10it/s] 10254 30.0950 : 92%|█████████▏| 4915/5335 [01:00<00:04, 86.10it/s] 10254 30.0950 : 92%|█████████▏| 4925/5335 [01:00<00:04, 88.87it/s] 10254 30.0950 : 93%|█████████▎| 4935/5335 [01:00<00:04, 90.67it/s] 10274 30.0434 : 93%|█████████▎| 4935/5335 [01:00<00:04, 90.67it/s] 10274 30.0434 : 93%|█████████▎| 4945/5335 [01:00<00:04, 92.48it/s] 10274 30.0434 : 93%|█████████▎| 4956/5335 [01:00<00:03, 94.85it/s] 10294 31.4124 : 93%|█████████▎| 4956/5335 [01:00<00:03, 94.85it/s] 10294 31.4124 : 93%|█████████▎| 4966/5335 [01:00<00:03, 96.00it/s] 10294 31.4124 : 93%|█████████▎| 4976/5335 [01:01<00:03, 95.02it/s] 10314 28.6914 : 93%|█████████▎| 4976/5335 [01:01<00:03, 95.02it/s] 10314 28.6914 : 93%|█████████▎| 4986/5335 [01:01<00:03, 90.50it/s] 10314 28.6914 : 94%|█████████▎| 4996/5335 [01:01<00:04, 83.09it/s] 10334 30.7186 : 94%|█████████▎| 4996/5335 [01:01<00:04, 83.09it/s] 10334 30.7186 : 94%|█████████▍| 5005/5335 [01:01<00:04, 75.48it/s] 10334 30.7186 : 94%|█████████▍| 5013/5335 [01:01<00:04, 70.13it/s] 10354 30.7312 : 94%|█████████▍| 5013/5335 [01:01<00:04, 70.13it/s] 10354 30.7312 : 94%|█████████▍| 5021/5335 [01:01<00:04, 65.00it/s] 10354 30.7312 : 94%|█████████▍| 5028/5335 [01:01<00:04, 63.84it/s] 10354 30.7312 : 94%|█████████▍| 5037/5335 [01:01<00:04, 68.88it/s] 10374 33.8690 : 94%|█████████▍| 5037/5335 [01:01<00:04, 68.88it/s] 10374 33.8690 : 95%|█████████▍| 5047/5335 [01:02<00:03, 75.25it/s] 10374 33.8690 : 95%|█████████▍| 5058/5335 [01:02<00:03, 83.01it/s] 10394 32.4352 : 95%|█████████▍| 5058/5335 [01:02<00:03, 83.01it/s] 10394 32.4352 : 95%|█████████▌| 5070/5335 [01:02<00:02, 91.12it/s] 10414 36.5630 : 95%|█████████▌| 5070/5335 [01:02<00:02, 91.12it/s] 10414 36.5630 : 95%|█████████▌| 5082/5335 [01:02<00:02, 98.68it/s] 10414 36.5630 : 95%|█████████▌| 5094/5335 [01:02<00:02, 104.66it/s] 10434 32.9275 : 95%|█████████▌| 5094/5335 [01:02<00:02, 104.66it/s] 10434 32.9275 : 96%|█████████▌| 5107/5335 [01:02<00:02, 109.79it/s] 10434 32.9275 : 96%|█████████▌| 5119/5335 [01:02<00:01, 112.60it/s] 10454 33.1286 : 96%|█████████▌| 5119/5335 [01:02<00:01, 112.60it/s] 10454 33.1286 : 96%|█████████▌| 5131/5335 [01:02<00:01, 113.03it/s] 10474 28.2421 : 96%|█████████▌| 5131/5335 [01:02<00:01, 113.03it/s] 10474 28.2421 : 96%|█████████▋| 5143/5335 [01:02<00:01, 109.44it/s] 10474 28.2421 : 97%|█████████▋| 5155/5335 [01:03<00:01, 101.40it/s] 10494 31.2798 : 97%|█████████▋| 5155/5335 [01:03<00:01, 101.40it/s] 10494 31.2798 : 97%|█████████▋| 5166/5335 [01:03<00:01, 92.61it/s] 10494 31.2798 : 97%|█████████▋| 5176/5335 [01:03<00:01, 85.97it/s] 10514 31.8076 : 97%|█████████▋| 5176/5335 [01:03<00:01, 85.97it/s] 10514 31.8076 : 97%|█████████▋| 5185/5335 [01:03<00:01, 84.76it/s] 10514 31.8076 : 97%|█████████▋| 5196/5335 [01:03<00:01, 91.21it/s] 10534 35.3887 : 97%|█████████▋| 5196/5335 [01:03<00:01, 91.21it/s] 10534 35.3887 : 98%|█████████▊| 5209/5335 [01:03<00:01, 99.84it/s] 10554 32.1720 : 98%|█████████▊| 5209/5335 [01:03<00:01, 99.84it/s] 10554 32.1720 : 98%|█████████▊| 5223/5335 [01:03<00:01, 108.90it/s] 10554 32.1720 : 98%|█████████▊| 5238/5335 [01:03<00:00, 119.98it/s] 10574 36.3095 : 98%|█████████▊| 5238/5335 [01:03<00:00, 119.98it/s] 10574 36.3095 : 98%|█████████▊| 5253/5335 [01:03<00:00, 128.48it/s] 10594 33.9354 : 98%|█████████▊| 5253/5335 [01:03<00:00, 128.48it/s] 10594 33.9354 : 99%|█████████▊| 5268/5335 [01:04<00:00, 134.26it/s] 10614 29.6979 : 99%|█████████▊| 5268/5335 [01:04<00:00, 134.26it/s] 10614 29.6979 : 99%|█████████▉| 5283/5335 [01:04<00:00, 136.88it/s] 10614 29.6979 : 99%|█████████▉| 5297/5335 [01:04<00:00, 133.81it/s] 10634 31.2182 : 99%|█████████▉| 5297/5335 [01:04<00:00, 133.81it/s] 10634 31.2182 : 100%|█████████▉| 5311/5335 [01:04<00:00, 124.40it/s] 10654 29.7634 : 100%|█████████▉| 5311/5335 [01:04<00:00, 124.40it/s] 10654 29.7634 : 100%|█████████▉| 5324/5335 [01:04<00:00, 113.96it/s] 10654 29.7634 : 100%|██████████| 5335/5335 [01:04<00:00, 82.53it/s] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 2 epoch_size: 35 batches_per_epoch: 35 batch_size: 1 optim_type: 'image' 0%| | 0/35 [00:00<?, ?it/s]/root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/torch/nn/functional.py:3609: UserWarning: Default upsampling behavior when mode=bilinear is changed to align_corners=False since 0.4.0. Please specify align_corners=True if the old behavior is desired. See the documentation of nn.Upsample for details. warnings.warn( /root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/torch/nn/functional.py:3657: UserWarning: The default behavior for interpolate/upsample with float scale_factor changed in 1.6.0 to align with other frameworks/libraries, and now uses scale_factor directly, instead of relying on the computed output size. If you wish to restore the old behavior, please set recompute_scale_factor=True. See the documentation of nn.Upsample for details. warnings.warn( /root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/torch/nn/functional.py:718: UserWarning: Named tensors and all their associated APIs are an experimental feature and subject to change. Please do not use them for anything important until they are released as stable. (Triggered internally at /pytorch/c10/core/TensorImpl.h:1156.) return torch.max_pool2d(input, kernel_size, stride, padding, dilation, ceil_mode) 3%|▎ | 1/35 [00:02<01:14, 2.18s/it] 6%|▌ | 2/35 [00:03<01:04, 1.97s/it] 9%|▊ | 3/35 [00:06<01:04, 2.02s/it] 11%|█▏ | 4/35 [00:08<01:04, 2.08s/it] 14%|█▍ | 5/35 [00:09<00:57, 1.91s/it] 17%|█▋ | 6/35 [00:12<00:58, 2.02s/it] 20%|██ | 7/35 [00:13<00:48, 1.74s/it] 23%|██▎ | 8/35 [00:15<00:53, 1.98s/it] 26%|██▌ | 9/35 [00:17<00:51, 1.98s/it] 29%|██▊ | 10/35 [00:19<00:45, 1.83s/it] 31%|███▏ | 11/35 [00:21<00:48, 2.04s/it] 34%|███▍ | 12/35 [00:23<00:48, 2.10s/it] 37%|███▋ | 13/35 [00:25<00:42, 1.92s/it] 40%|████ | 14/35 [00:28<00:46, 2.23s/it] 43%|████▎ | 15/35 [00:31<00:49, 2.46s/it] 46%|████▌ | 16/35 [00:33<00:43, 2.28s/it] 49%|████▊ | 17/35 [00:36<00:44, 2.49s/it] 51%|█████▏ | 18/35 [00:38<00:41, 2.44s/it] 54%|█████▍ | 19/35 [00:41<00:39, 2.45s/it] 10689 0.3898 0.0114 0.0015 : 54%|█████▍ | 19/35 [00:43<00:39, 2.45s/it] 10689 0.3898 0.0114 0.0015 : 57%|█████▋ | 20/35 [00:43<00:36, 2.46s/it] 10689 0.3898 0.0114 0.0015 : 60%|██████ | 21/35 [00:46<00:36, 2.62s/it] 10689 0.3898 0.0114 0.0015 : 63%|██████▎ | 22/35 [00:48<00:29, 2.30s/it] 10689 0.3898 0.0114 0.0015 : 66%|██████▌ | 23/35 [00:49<00:24, 2.06s/it] 10689 0.3898 0.0114 0.0015 : 69%|██████▊ | 24/35 [00:50<00:20, 1.84s/it] 10689 0.3898 0.0114 0.0015 : 71%|███████▏ | 25/35 [00:52<00:17, 1.75s/it] 10689 0.3898 0.0114 0.0015 : 74%|███████▍ | 26/35 [00:55<00:18, 2.08s/it] 10689 0.3898 0.0114 0.0015 : 77%|███████▋ | 27/35 [00:58<00:18, 2.34s/it] 10689 0.3898 0.0114 0.0015 : 80%|████████ | 28/35 [01:00<00:16, 2.38s/it] 10689 0.3898 0.0114 0.0015 : 83%|████████▎ | 29/35 [01:03<00:15, 2.52s/it] 10689 0.3898 0.0114 0.0015 : 86%|████████▌ | 30/35 [01:05<00:11, 2.33s/it] 10689 0.3898 0.0114 0.0015 : 89%|████████▊ | 31/35 [01:06<00:08, 2.02s/it] 10689 0.3898 0.0114 0.0015 : 91%|█████████▏| 32/35 [01:09<00:06, 2.29s/it] 10689 0.3898 0.0114 0.0015 : 94%|█████████▍| 33/35 [01:11<00:04, 2.05s/it] 10689 0.3898 0.0114 0.0015 : 97%|█████████▋| 34/35 [01:12<00:01, 1.79s/it] 10689 0.3898 0.0114 0.0015 : 100%|██████████| 35/35 [01:14<00:00, 1.81s/it] 10689 0.3898 0.0114 0.0015 : 100%|██████████| 35/35 [01:14<00:00, 2.12s/it] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 3 epoch_size: 35 batches_per_epoch: 35 batch_size: 1 optim_type: 'image' 0%| | 0/35 [00:00<?, ?it/s] 3%|▎ | 1/35 [00:02<01:39, 2.92s/it] 6%|▌ | 2/35 [00:04<01:11, 2.16s/it] 9%|▊ | 3/35 [00:07<01:16, 2.38s/it] 11%|█▏ | 4/35 [00:09<01:14, 2.41s/it] 14%|█▍ | 5/35 [00:12<01:13, 2.45s/it] 17%|█▋ | 6/35 [00:14<01:09, 2.39s/it] 20%|██ | 7/35 [00:15<00:59, 2.11s/it] 23%|██▎ | 8/35 [00:18<00:59, 2.20s/it] 26%|██▌ | 9/35 [00:21<01:03, 2.44s/it] 29%|██▊ | 10/35 [00:24<01:03, 2.56s/it] 31%|███▏ | 11/35 [00:25<00:52, 2.17s/it] 34%|███▍ | 12/35 [00:27<00:46, 2.03s/it] 37%|███▋ | 13/35 [00:28<00:38, 1.77s/it] 40%|████ | 14/35 [00:29<00:35, 1.69s/it] 43%|████▎ | 15/35 [00:32<00:41, 2.07s/it] 46%|████▌ | 16/35 [00:34<00:38, 2.00s/it] 49%|████▊ | 17/35 [00:35<00:29, 1.67s/it] 51%|█████▏ | 18/35 [00:37<00:27, 1.62s/it] 54%|█████▍ | 19/35 [00:38<00:27, 1.70s/it] 10724 0.3262 0.0142 0.0023 : 54%|█████▍ | 19/35 [00:40<00:27, 1.70s/it] 10724 0.3262 0.0142 0.0023 : 57%|█████▋ | 20/35 [00:40<00:26, 1.76s/it] 10724 0.3262 0.0142 0.0023 : 60%|██████ | 21/35 [00:43<00:26, 1.90s/it] 10724 0.3262 0.0142 0.0023 : 63%|██████▎ | 22/35 [00:44<00:23, 1.80s/it] 10724 0.3262 0.0142 0.0023 : 66%|██████▌ | 23/35 [00:46<00:23, 1.92s/it] 10724 0.3262 0.0142 0.0023 : 69%|██████▊ | 24/35 [00:49<00:22, 2.01s/it] 10724 0.3262 0.0142 0.0023 : 71%|███████▏ | 25/35 [00:50<00:19, 1.97s/it] 10724 0.3262 0.0142 0.0023 : 74%|███████▍ | 26/35 [00:52<00:17, 1.94s/it] 10724 0.3262 0.0142 0.0023 : 77%|███████▋ | 27/35 [00:55<00:17, 2.21s/it] 10724 0.3262 0.0142 0.0023 : 80%|████████ | 28/35 [00:57<00:14, 2.10s/it] 10724 0.3262 0.0142 0.0023 : 83%|████████▎ | 29/35 [01:00<00:13, 2.26s/it] 10724 0.3262 0.0142 0.0023 : 86%|████████▌ | 30/35 [01:02<00:11, 2.25s/it] 10724 0.3262 0.0142 0.0023 : 89%|████████▊ | 31/35 [01:03<00:08, 2.07s/it] 10724 0.3262 0.0142 0.0023 : 91%|█████████▏| 32/35 [01:06<00:06, 2.11s/it] 10724 0.3262 0.0142 0.0023 : 94%|█████████▍| 33/35 [01:08<00:04, 2.23s/it] 10724 0.3262 0.0142 0.0023 : 97%|█████████▋| 34/35 [01:11<00:02, 2.44s/it] 10724 0.3262 0.0142 0.0023 : 100%|██████████| 35/35 [01:13<00:00, 2.16s/it] 10724 0.3262 0.0142 0.0023 : 100%|██████████| 35/35 [01:13<00:00, 2.09s/it] Setting up [LPIPS] perceptual loss: trunk [vgg], v[0.1], spatial [off] Loading model from: /root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/lpips/weights/v0.1/vgg.pth Detected LLFF dataset Using pre-scaled images from /root/.cache/arf/data/llff/room/images_4 Loaded LLFF data /root/.cache/arf/data/llff/room 10.706691140704915 91.66782174279389 recentered (3, 4) [1.7806027 6.0023217] Overriding offset 250-> 250 dmin = 1.780603, dmax = 6.002322, invz = 0, offset = 250 0%| | 0/6 [00:00<?, ?it/s] 50%|█████ | 3/6 [00:00<00:00, 24.44it/s] 100%|██████████| 6/6 [00:00<00:00, 26.71it/s] 100%|██████████| 6/6 [00:00<00:00, 26.31it/s] 0%| | 0/120 [00:00<?, ?it/s] 100%|██████████| 120/120 [00:00<00:00, 72409.22it/s] z_bounds from LLFF: [1.7806026935577393, 6.002321720123291] (not used) scene_radius [1.496031746031746, 1.6613756613756614, 1.0] Writing to /root/.cache/arf/ckpt_arf/llff/room/e12cb738-5f9e-4fe7-85da-8f9a5aace7f8/test_renders_path 0%| | 0/120 [00:00<?, ?it/s] 1%| | 1/120 [00:00<01:09, 1.71it/s] 2%|▏ | 2/120 [00:01<01:04, 1.83it/s] 2%|▎ | 3/120 [00:01<01:03, 1.83it/s] 3%|▎ | 4/120 [00:02<01:03, 1.83it/s] 4%|▍ | 5/120 [00:02<01:03, 1.82it/s] 5%|▌ | 6/120 [00:03<01:03, 1.81it/s] 6%|▌ | 7/120 [00:03<01:02, 1.81it/s] 7%|▋ | 8/120 [00:04<01:01, 1.81it/s] 8%|▊ | 9/120 [00:04<01:00, 1.82it/s] 8%|▊ | 10/120 [00:05<00:59, 1.85it/s] 9%|▉ | 11/120 [00:05<00:58, 1.88it/s] 10%|█ | 12/120 [00:06<00:56, 1.91it/s] 11%|█ | 13/120 [00:06<00:54, 1.95it/s] 12%|█▏ | 14/120 [00:07<00:53, 1.99it/s] 12%|█▎ | 15/120 [00:07<00:51, 2.03it/s] 13%|█▎ | 16/120 [00:08<00:50, 2.05it/s] 14%|█▍ | 17/120 [00:08<00:49, 2.08it/s] 15%|█▌ | 18/120 [00:09<00:48, 2.08it/s] 16%|█▌ | 19/120 [00:09<00:48, 2.07it/s] 17%|█▋ | 20/120 [00:10<00:48, 2.04it/s] 18%|█▊ | 21/120 [00:10<00:49, 2.01it/s] 18%|█▊ | 22/120 [00:11<00:50, 1.96it/s] 19%|█▉ | 23/120 [00:11<00:50, 1.91it/s] 20%|██ | 24/120 [00:12<00:51, 1.87it/s] 21%|██ | 25/120 [00:13<00:51, 1.83it/s] 22%|██▏ | 26/120 [00:13<00:52, 1.80it/s] 22%|██▎ | 27/120 [00:14<00:52, 1.78it/s] 23%|██▎ | 28/120 [00:14<00:51, 1.77it/s] 24%|██▍ | 29/120 [00:15<00:51, 1.77it/s] 25%|██▌ | 30/120 [00:15<00:50, 1.79it/s] 26%|██▌ | 31/120 [00:16<00:49, 1.82it/s] 27%|██▋ | 32/120 [00:17<00:48, 1.82it/s] 28%|██▊ | 33/120 [00:17<00:48, 1.80it/s] 28%|██▊ | 34/120 [00:18<00:48, 1.79it/s] 29%|██▉ | 35/120 [00:18<00:47, 1.78it/s] 30%|███ | 36/120 [00:19<00:47, 1.77it/s] 31%|███ | 37/120 [00:19<00:46, 1.77it/s] 32%|███▏ | 38/120 [00:20<00:46, 1.78it/s] 32%|███▎ | 39/120 [00:20<00:45, 1.80it/s] 33%|███▎ | 40/120 [00:21<00:43, 1.82it/s] 34%|███▍ | 41/120 [00:21<00:42, 1.86it/s] 35%|███▌ | 42/120 [00:22<00:41, 1.90it/s] 36%|███▌ | 43/120 [00:22<00:39, 1.94it/s] 37%|███▋ | 44/120 [00:23<00:38, 1.99it/s] 38%|███▊ | 45/120 [00:23<00:36, 2.03it/s] 38%|███▊ | 46/120 [00:24<00:36, 2.04it/s] 39%|███▉ | 47/120 [00:24<00:35, 2.07it/s] 40%|████ | 48/120 [00:25<00:34, 2.07it/s] 41%|████ | 49/120 [00:25<00:34, 2.06it/s] 42%|████▏ | 50/120 [00:26<00:34, 2.03it/s] 42%|████▎ | 51/120 [00:26<00:34, 1.99it/s] 43%|████▎ | 52/120 [00:27<00:34, 1.95it/s] 44%|████▍ | 53/120 [00:27<00:35, 1.90it/s] 45%|████▌ | 54/120 [00:28<00:35, 1.86it/s] 46%|████▌ | 55/120 [00:29<00:35, 1.82it/s] 47%|████▋ | 56/120 [00:29<00:35, 1.79it/s] 48%|████▊ | 57/120 [00:30<00:35, 1.77it/s] 48%|████▊ | 58/120 [00:30<00:35, 1.75it/s] 49%|████▉ | 59/120 [00:31<00:34, 1.75it/s] 50%|█████ | 60/120 [00:31<00:33, 1.77it/s] 51%|█████ | 61/120 [00:32<00:32, 1.80it/s] 52%|█████▏ | 62/120 [00:33<00:32, 1.81it/s] 52%|█████▎ | 63/120 [00:33<00:31, 1.79it/s] 53%|█████▎ | 64/120 [00:34<00:31, 1.77it/s] 54%|█████▍ | 65/120 [00:34<00:31, 1.75it/s] 55%|█████▌ | 66/120 [00:35<00:31, 1.74it/s] 56%|█████▌ | 67/120 [00:35<00:30, 1.73it/s] 57%|█████▋ | 68/120 [00:36<00:29, 1.73it/s] 57%|█████▊ | 69/120 [00:37<00:29, 1.75it/s] 58%|█████▊ | 70/120 [00:37<00:28, 1.77it/s] 59%|█████▉ | 71/120 [00:38<00:27, 1.80it/s] 60%|██████ | 72/120 [00:38<00:26, 1.83it/s] 61%|██████ | 73/120 [00:39<00:25, 1.88it/s] 62%|██████▏ | 74/120 [00:39<00:23, 1.92it/s] 62%|██████▎ | 75/120 [00:40<00:22, 1.96it/s] 63%|██████▎ | 76/120 [00:40<00:22, 1.98it/s] 64%|██████▍ | 77/120 [00:41<00:21, 2.01it/s] 65%|██████▌ | 78/120 [00:41<00:20, 2.02it/s] 66%|██████▌ | 79/120 [00:42<00:20, 2.01it/s] 67%|██████▋ | 80/120 [00:42<00:20, 1.99it/s] 68%|██████▊ | 81/120 [00:43<00:19, 1.95it/s] 68%|██████▊ | 82/120 [00:43<00:19, 1.91it/s] 69%|██████▉ | 83/120 [00:44<00:19, 1.87it/s] 70%|███████ | 84/120 [00:44<00:19, 1.83it/s] 71%|███████ | 85/120 [00:45<00:19, 1.80it/s] 72%|███████▏ | 86/120 [00:46<00:19, 1.77it/s] 72%|███████▎ | 87/120 [00:46<00:18, 1.76it/s] 73%|███████▎ | 88/120 [00:47<00:18, 1.75it/s] 74%|███████▍ | 89/120 [00:47<00:17, 1.76it/s] 75%|███████▌ | 90/120 [00:48<00:16, 1.77it/s] 76%|███████▌ | 91/120 [00:48<00:16, 1.78it/s] 77%|███████▋ | 92/120 [00:49<00:15, 1.80it/s] 78%|███████▊ | 93/120 [00:49<00:14, 1.80it/s] 78%|███████▊ | 94/120 [00:50<00:14, 1.80it/s] 79%|███████▉ | 95/120 [00:51<00:13, 1.79it/s] 80%|████████ | 96/120 [00:51<00:13, 1.79it/s] 81%|████████ | 97/120 [00:52<00:12, 1.80it/s] 82%|████████▏ | 98/120 [00:52<00:12, 1.81it/s] 82%|████████▎ | 99/120 [00:53<00:11, 1.83it/s] 83%|████████▎ | 100/120 [00:53<00:10, 1.86it/s] 84%|████████▍ | 101/120 [00:54<00:09, 1.90it/s] 85%|████████▌ | 102/120 [00:54<00:09, 1.94it/s] 86%|████████▌ | 103/120 [00:55<00:08, 2.00it/s] 87%|████████▋ | 104/120 [00:55<00:07, 2.05it/s] 88%|████████▊ | 105/120 [00:56<00:07, 2.09it/s] 88%|████████▊ | 106/120 [00:56<00:06, 2.12it/s] 89%|████████▉ | 107/120 [00:57<00:06, 2.15it/s] 90%|█████████ | 108/120 [00:57<00:05, 2.16it/s] 91%|█████████ | 109/120 [00:58<00:05, 2.15it/s] 92%|█████████▏| 110/120 [00:58<00:04, 2.12it/s] 92%|█████████▎| 111/120 [00:58<00:04, 2.08it/s] 93%|█████████▎| 112/120 [00:59<00:03, 2.04it/s] 94%|█████████▍| 113/120 [01:00<00:03, 1.99it/s] 95%|█████████▌| 114/120 [01:00<00:03, 1.95it/s] 96%|█████████▌| 115/120 [01:01<00:02, 1.90it/s] 97%|█████████▋| 116/120 [01:01<00:02, 1.87it/s] 98%|█████████▊| 117/120 [01:02<00:01, 1.85it/s] 98%|█████████▊| 118/120 [01:02<00:01, 1.84it/s] 99%|█████████▉| 119/120 [01:03<00:00, 1.83it/s] 100%|██████████| 120/120 [01:03<00:00, 1.85it/s] 100%|██████████| 120/120 [01:03<00:00, 1.88it/s] IMAGEIO FFMPEG_WRITER WARNING: input image is not divisible by macro_block_size=8, resizing from (1008, 756) to (1008, 760) to ensure video compatibility with most codecs and players. To prevent resizing, make your input image divisible by the macro_block_size or set the macro_block_size to 1 (risking incompatibility).Prediction
nightmareai/arf-svox2:7bb81e4046b96358001e6275e36eee3e7228fe9f1a0e1515a5f553cbbcad07e7ID34ctq4swknc6vmx2mdtvuo3ceqStatusSucceededSourceWebHardware–Total durationCreatedInput
- image
- scene
- Horse
- num_epoches
- "5"
{ "image": "https://replicate.delivery/mgxm/c9ab63f5-0111-46fa-bf3c-b24c45256bd6/20210215_110704.jpg", "scene": "Horse", "num_epoches": "5" }Install Replicate’s Node.js client library:npm install replicateImport and set up the client:import Replicate from "replicate"; const replicate = new Replicate({ auth: process.env.REPLICATE_API_TOKEN, });Run nightmareai/arf-svox2 using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
const output = await replicate.run( "nightmareai/arf-svox2:7bb81e4046b96358001e6275e36eee3e7228fe9f1a0e1515a5f553cbbcad07e7", { input: { image: "https://replicate.delivery/mgxm/c9ab63f5-0111-46fa-bf3c-b24c45256bd6/20210215_110704.jpg", scene: "Horse", num_epoches: "5" } } ); // To access the file URL: console.log(output.url()); //=> "http://example.com" // To write the file to disk: fs.writeFile("my-image.png", output);To learn more, take a look at the guide on getting started with Node.js.
Install Replicate’s Python client library:pip install replicateImport the client:import replicateRun nightmareai/arf-svox2 using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
output = replicate.run( "nightmareai/arf-svox2:7bb81e4046b96358001e6275e36eee3e7228fe9f1a0e1515a5f553cbbcad07e7", input={ "image": "https://replicate.delivery/mgxm/c9ab63f5-0111-46fa-bf3c-b24c45256bd6/20210215_110704.jpg", "scene": "Horse", "num_epoches": "5" } ) print(output)To learn more, take a look at the guide on getting started with Python.
Run nightmareai/arf-svox2 using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
curl -s -X POST \ -H "Authorization: Bearer $REPLICATE_API_TOKEN" \ -H "Content-Type: application/json" \ -H "Prefer: wait" \ -d $'{ "version": "nightmareai/arf-svox2:7bb81e4046b96358001e6275e36eee3e7228fe9f1a0e1515a5f553cbbcad07e7", "input": { "image": "https://replicate.delivery/mgxm/c9ab63f5-0111-46fa-bf3c-b24c45256bd6/20210215_110704.jpg", "scene": "Horse", "num_epoches": "5" } }' \ https://api.replicate.com/v1/predictionsTo learn more, take a look at Replicate’s HTTP API reference docs.
Output
{ "completed_at": "2022-06-24T01:15:34.109554Z", "created_at": "2022-06-24T00:51:51.445454Z", "data_removed": false, "error": null, "id": "34ctq4swknc6vmx2mdtvuo3ceq", "input": { "image": "https://replicate.delivery/mgxm/c9ab63f5-0111-46fa-bf3c-b24c45256bd6/20210215_110704.jpg", "scene": "Horse", "num_epoches": "5" }, "logs": "Defaulting to extended NSVF dataset\nLOAD NSVF DATA /root/.cache/arf/data/tnt/Horse split train\n\n 0%| | 0/133 [00:00<?, ?it/s]\n 4%|▍ | 5/133 [00:00<00:02, 47.17it/s]\n 8%|▊ | 11/133 [00:00<00:02, 49.67it/s]\n 13%|█▎ | 17/133 [00:00<00:02, 53.41it/s]\n 18%|█▊ | 24/133 [00:00<00:01, 57.32it/s]\n 23%|██▎ | 30/133 [00:00<00:01, 58.06it/s]\n 27%|██▋ | 36/133 [00:00<00:01, 56.28it/s]\n 32%|███▏ | 42/133 [00:00<00:01, 55.33it/s]\n 36%|███▌ | 48/133 [00:00<00:01, 55.25it/s]\n 41%|████ | 54/133 [00:00<00:01, 55.41it/s]\n 45%|████▌ | 60/133 [00:01<00:01, 56.06it/s]\n 50%|████▉ | 66/133 [00:01<00:01, 56.17it/s]\n 54%|█████▍ | 72/133 [00:01<00:01, 56.67it/s]\n 59%|█████▊ | 78/133 [00:01<00:00, 55.20it/s]\n 63%|██████▎ | 84/133 [00:01<00:00, 54.09it/s]\n 68%|██████▊ | 90/133 [00:01<00:00, 55.27it/s]\n 72%|███████▏ | 96/133 [00:01<00:00, 55.24it/s]\n 77%|███████▋ | 102/133 [00:01<00:00, 54.13it/s]\n 81%|████████ | 108/133 [00:01<00:00, 54.61it/s]\n 86%|████████▌ | 114/133 [00:02<00:00, 54.62it/s]\n 91%|█████████ | 121/133 [00:02<00:00, 56.69it/s]\n 95%|█████████▌| 127/133 [00:02<00:00, 56.66it/s]\n100%|██████████| 133/133 [00:02<00:00, 56.93it/s]\n100%|██████████| 133/133 [00:02<00:00, 55.53it/s]\nNORMALIZE BY? camera\nscene_scale 1.9317844837455354\n intrinsics (loaded reso) Intrin(fx=582.2704956224809, fy=582.2704956224809, cx=490.0, cy=273.0)\n Generating rays, scaling factor 1\nic| \"Loaded ckpt: \": 'Loaded ckpt: '\n args.init_ckpt: '/root/.cache/arf/ckpt_svox2/tnt/Horse/ckpt.npz'\nic| grid.basis_dim: 1\nopt_style.py:508: DeprecationWarning: Starting with ImageIO v3 the behavior of this function will switch to that of iio.v3.imread. To keep the current behavior (and make this warning dissapear) use `import imageio.v2 as imageio` or call `imageio.v2.imread` directly.\n style_img = imageio.imread(args.style).astype(np.float32) / 255.0\nRender options RenderOptions(backend='cuvol', background_brightness=1.0, step_size=0.5, sigma_thresh=1e-08, stop_thresh=1e-07, last_sample_opaque=False, near_clip=0.0, use_spheric_clip=False, random_sigma_std=0.0, random_sigma_std_background=0.0)\nic| \"Style image: \": 'Style image: '\n args.style: '/tmp/tmp6k8emijd20210215_110704.jpg'\n style_img.shape: torch.Size([275, 490, 3])\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 0\n epoch_size: 71165640\n batches_per_epoch: 14234\n batch_size: 5000\n optim_type: 'ray'\n\n 0%| | 0/14234 [00:00<?, ?it/s]\n 0%| | 10/14234 [00:00<02:33, 92.45it/s]\n19 14.8594 : 0%| | 10/14234 [00:00<02:33, 92.45it/s]\n19 14.8594 : 0%| | 20/14234 [00:00<02:33, 92.58it/s]\n19 14.8594 : 0%| | 30/14234 [00:00<02:36, 90.93it/s]\n39 15.3054 : 0%| | 30/14234 [00:00<02:36, 90.93it/s]\n39 15.3054 : 0%| | 40/14234 [00:00<02:40, 88.58it/s]\n39 15.3054 : 0%| | 49/14234 [00:00<02:42, 87.12it/s]\n39 15.3054 : 0%| | 58/14234 [00:00<02:52, 81.96it/s]\n59 18.5879 : 0%| | 58/14234 [00:00<02:52, 81.96it/s]\n59 18.5879 : 0%| | 67/14234 [00:00<03:09, 74.75it/s]\n59 18.5879 : 1%| | 75/14234 [00:00<03:28, 67.77it/s]\n79 21.6630 : 1%| | 75/14234 [00:01<03:28, 67.77it/s]\n79 21.6630 : 1%| | 82/14234 [00:01<03:43, 63.28it/s]\n79 21.6630 : 1%| | 89/14234 [00:01<03:57, 59.65it/s]\n79 21.6630 : 1%| | 96/14234 [00:01<04:02, 58.19it/s]\n99 21.4931 : 1%| | 96/14234 [00:01<04:02, 58.19it/s]\n99 21.4931 : 1%| | 102/14234 [00:01<04:02, 58.38it/s]\n99 21.4931 : 1%| | 109/14234 [00:01<03:50, 61.26it/s]\n99 21.4931 : 1%| | 119/14234 [00:01<03:18, 71.24it/s]\n119 13.0901 : 1%| | 119/14234 [00:01<03:18, 71.24it/s]\n119 13.0901 : 1%| | 129/14234 [00:01<03:02, 77.31it/s]\n119 13.0901 : 1%| | 138/14234 [00:01<02:55, 80.15it/s]\n139 17.5050 : 1%| | 138/14234 [00:01<02:55, 80.15it/s]\n139 17.5050 : 1%| | 147/14234 [00:01<02:52, 81.60it/s]\n139 17.5050 : 1%| | 156/14234 [00:02<02:52, 81.53it/s]\n159 20.0024 : 1%| | 156/14234 [00:02<02:52, 81.53it/s]\n159 20.0024 : 1%| | 165/14234 [00:02<03:01, 77.48it/s]\n159 20.0024 : 1%| | 173/14234 [00:02<03:14, 72.38it/s]\n179 19.1585 : 1%| | 173/14234 [00:02<03:14, 72.38it/s]\n179 19.1585 : 1%|▏ | 181/14234 [00:02<03:28, 67.37it/s]\n179 19.1585 : 1%|▏ | 188/14234 [00:02<03:44, 62.45it/s]\n179 19.1585 : 1%|▏ | 195/14234 [00:02<03:57, 59.13it/s]\n199 24.4953 : 1%|▏ | 195/14234 [00:02<03:57, 59.13it/s]\n199 24.4953 : 1%|▏ | 201/14234 [00:02<04:00, 58.44it/s]\n199 24.4953 : 1%|▏ | 207/14234 [00:02<03:59, 58.54it/s]\n199 24.4953 : 2%|▏ | 214/14234 [00:03<03:56, 59.40it/s]\n219 12.3141 : 2%|▏ | 214/14234 [00:03<03:56, 59.40it/s]\n219 12.3141 : 2%|▏ | 224/14234 [00:03<03:21, 69.44it/s]\n219 12.3141 : 2%|▏ | 234/14234 [00:03<03:02, 76.61it/s]\n239 14.7511 : 2%|▏ | 234/14234 [00:03<03:02, 76.61it/s]\n239 14.7511 : 2%|▏ | 243/14234 [00:03<02:54, 80.12it/s]\n239 14.7511 : 2%|▏ | 252/14234 [00:03<02:50, 81.90it/s]\n259 20.5679 : 2%|▏ | 252/14234 [00:03<02:50, 81.90it/s]\n259 20.5679 : 2%|▏ | 261/14234 [00:03<02:49, 82.22it/s]\n259 20.5679 : 2%|▏ | 270/14234 [00:03<02:55, 79.78it/s]\n259 20.5679 : 2%|▏ | 279/14234 [00:03<03:10, 73.28it/s]\n279 24.6563 : 2%|▏ | 279/14234 [00:03<03:10, 73.28it/s]\n279 24.6563 : 2%|▏ | 287/14234 [00:04<03:22, 69.03it/s]\n279 24.6563 : 2%|▏ | 295/14234 [00:04<03:37, 63.97it/s]\n299 25.9220 : 2%|▏ | 295/14234 [00:04<03:37, 63.97it/s]\n299 25.9220 : 2%|▏ | 302/14234 [00:04<03:49, 60.74it/s]\n299 25.9220 : 2%|▏ | 309/14234 [00:04<03:53, 59.56it/s]\n299 25.9220 : 2%|▏ | 316/14234 [00:04<03:53, 59.58it/s]\n319 25.2829 : 2%|▏ | 316/14234 [00:04<03:53, 59.58it/s]\n319 25.2829 : 2%|▏ | 323/14234 [00:04<03:44, 61.93it/s]\n319 25.2829 : 2%|▏ | 334/14234 [00:04<03:10, 72.89it/s]\n339 13.7128 : 2%|▏ | 334/14234 [00:04<03:10, 72.89it/s]\n339 13.7128 : 2%|▏ | 344/14234 [00:04<02:55, 79.30it/s]\n339 13.7128 : 2%|▏ | 354/14234 [00:04<02:48, 82.48it/s]\n359 18.2489 : 2%|▏ | 354/14234 [00:05<02:48, 82.48it/s]\n359 18.2489 : 3%|▎ | 363/14234 [00:05<02:47, 82.86it/s]\n359 18.2489 : 3%|▎ | 372/14234 [00:05<02:48, 82.24it/s]\n379 20.4075 : 3%|▎ | 372/14234 [00:05<02:48, 82.24it/s]\n379 20.4075 : 3%|▎ | 381/14234 [00:05<02:59, 77.39it/s]\n379 20.4075 : 3%|▎ | 389/14234 [00:05<03:10, 72.86it/s]\n379 20.4075 : 3%|▎ | 397/14234 [00:05<03:22, 68.48it/s]\n399 23.4544 : 3%|▎ | 397/14234 [00:05<03:22, 68.48it/s]\n399 23.4544 : 3%|▎ | 404/14234 [00:05<03:36, 63.95it/s]\n399 23.4544 : 3%|▎ | 411/14234 [00:05<03:49, 60.23it/s]\n399 23.4544 : 3%|▎ | 418/14234 [00:05<03:50, 60.06it/s]\n419 24.6177 : 3%|▎ | 418/14234 [00:05<03:50, 60.06it/s]\n419 24.6177 : 3%|▎ | 425/14234 [00:06<03:50, 60.04it/s]\n419 24.6177 : 3%|▎ | 433/14234 [00:06<03:31, 65.13it/s]\n439 12.2869 : 3%|▎ | 433/14234 [00:06<03:31, 65.13it/s]\n439 12.2869 : 3%|▎ | 443/14234 [00:06<03:06, 73.85it/s]\n439 12.2869 : 3%|▎ | 453/14234 [00:06<02:52, 79.68it/s]\n459 17.6361 : 3%|▎ | 453/14234 [00:06<02:52, 79.68it/s]\n459 17.6361 : 3%|▎ | 462/14234 [00:06<02:46, 82.55it/s]\n459 17.6361 : 3%|▎ | 471/14234 [00:06<02:43, 84.44it/s]\n479 21.6357 : 3%|▎ | 471/14234 [00:06<02:43, 84.44it/s]\n479 21.6357 : 3%|▎ | 480/14234 [00:06<02:43, 84.23it/s]\n479 21.6357 : 3%|▎ | 489/14234 [00:06<02:54, 78.75it/s]\n479 21.6357 : 3%|▎ | 497/14234 [00:06<03:08, 72.92it/s]\n499 24.1302 : 3%|▎ | 497/14234 [00:06<03:08, 72.92it/s]\n499 24.1302 : 4%|▎ | 505/14234 [00:07<03:19, 68.97it/s]\n499 24.1302 : 4%|▎ | 513/14234 [00:07<03:39, 62.55it/s]\n519 29.0720 : 4%|▎ | 513/14234 [00:07<03:39, 62.55it/s]\n519 29.0720 : 4%|▎ | 520/14234 [00:07<03:50, 59.45it/s]\n519 29.0720 : 4%|▎ | 527/14234 [00:07<03:49, 59.75it/s]\n519 29.0720 : 4%|▍ | 534/14234 [00:07<03:48, 59.91it/s]\n539 12.0035 : 4%|▍ | 534/14234 [00:07<03:48, 59.91it/s]\n539 12.0035 : 4%|▍ | 543/14234 [00:07<03:22, 67.56it/s]\n539 12.0035 : 4%|▍ | 553/14234 [00:07<03:01, 75.54it/s]\n559 14.8681 : 4%|▍ | 553/14234 [00:07<03:01, 75.54it/s]\n559 14.8681 : 4%|▍ | 563/14234 [00:07<02:51, 79.89it/s]\n559 14.8681 : 4%|▍ | 572/14234 [00:08<02:47, 81.53it/s]\n579 23.3642 : 4%|▍ | 572/14234 [00:08<02:47, 81.53it/s]\n579 23.3642 : 4%|▍ | 581/14234 [00:08<02:46, 82.23it/s]\n579 23.3642 : 4%|▍ | 590/14234 [00:08<02:48, 81.04it/s]\n579 23.3642 : 4%|▍ | 599/14234 [00:08<03:04, 73.85it/s]\n599 25.8962 : 4%|▍ | 599/14234 [00:08<03:04, 73.85it/s]\n599 25.8962 : 4%|▍ | 607/14234 [00:08<03:15, 69.73it/s]\n599 25.8962 : 4%|▍ | 615/14234 [00:08<03:31, 64.43it/s]\n619 32.4319 : 4%|▍ | 615/14234 [00:08<03:31, 64.43it/s]\n619 32.4319 : 4%|▍ | 622/14234 [00:08<03:47, 59.71it/s]\n619 32.4319 : 4%|▍ | 629/14234 [00:08<03:55, 57.86it/s]\n619 32.4319 : 4%|▍ | 635/14234 [00:09<03:54, 58.08it/s]\n639 26.9347 : 4%|▍ | 635/14234 [00:09<03:54, 58.08it/s]\n639 26.9347 : 5%|▍ | 641/14234 [00:09<03:54, 57.94it/s]\n639 26.9347 : 5%|▍ | 650/14234 [00:09<03:24, 66.32it/s]\n659 16.0199 : 5%|▍ | 650/14234 [00:09<03:24, 66.32it/s]\n659 16.0199 : 5%|▍ | 660/14234 [00:09<03:02, 74.24it/s]\n659 16.0199 : 5%|▍ | 670/14234 [00:09<02:51, 78.93it/s]\n659 16.0199 : 5%|▍ | 679/14234 [00:09<02:47, 80.79it/s]\n679 22.4501 : 5%|▍ | 679/14234 [00:09<02:47, 80.79it/s]\n679 22.4501 : 5%|▍ | 688/14234 [00:09<02:45, 81.84it/s]\n679 22.4501 : 5%|▍ | 697/14234 [00:09<02:47, 80.93it/s]\n699 30.2622 : 5%|▍ | 697/14234 [00:09<02:47, 80.93it/s]\n699 30.2622 : 5%|▍ | 706/14234 [00:09<03:04, 73.50it/s]\n699 30.2622 : 5%|▌ | 714/14234 [00:10<03:15, 69.27it/s]\n719 28.5305 : 5%|▌ | 714/14234 [00:10<03:15, 69.27it/s]\n719 28.5305 : 5%|▌ | 722/14234 [00:10<03:31, 63.93it/s]\n719 28.5305 : 5%|▌ | 729/14234 [00:10<03:47, 59.44it/s]\n719 28.5305 : 5%|▌ | 736/14234 [00:10<03:53, 57.75it/s]\n739 31.9827 : 5%|▌ | 736/14234 [00:10<03:53, 57.75it/s]\n739 31.9827 : 5%|▌ | 742/14234 [00:10<03:53, 57.83it/s]\n739 31.9827 : 5%|▌ | 748/14234 [00:10<03:53, 57.84it/s]\n739 31.9827 : 5%|▌ | 757/14234 [00:10<03:23, 66.24it/s]\n759 13.6468 : 5%|▌ | 757/14234 [00:10<03:23, 66.24it/s]\n759 13.6468 : 5%|▌ | 767/14234 [00:10<03:01, 74.28it/s]\n759 13.6468 : 5%|▌ | 776/14234 [00:11<02:51, 78.41it/s]\n779 21.9451 : 5%|▌ | 776/14234 [00:11<02:51, 78.41it/s]\n779 21.9451 : 6%|▌ | 785/14234 [00:11<02:47, 80.41it/s]\n779 21.9451 : 6%|▌ | 794/14234 [00:11<02:44, 81.67it/s]\n799 29.6937 : 6%|▌ | 794/14234 [00:11<02:44, 81.67it/s]\n799 29.6937 : 6%|▌ | 803/14234 [00:11<02:44, 81.58it/s]\n799 29.6937 : 6%|▌ | 812/14234 [00:11<02:57, 75.71it/s]\n819 28.7872 : 6%|▌ | 812/14234 [00:11<02:57, 75.71it/s]\n819 28.7872 : 6%|▌ | 820/14234 [00:11<03:11, 70.15it/s]\n819 28.7872 : 6%|▌ | 828/14234 [00:11<03:24, 65.57it/s]\n819 28.7872 : 6%|▌ | 835/14234 [00:11<03:39, 61.05it/s]\n839 33.9818 : 6%|▌ | 835/14234 [00:11<03:39, 61.05it/s]\n839 33.9818 : 6%|▌ | 842/14234 [00:12<03:50, 58.15it/s]\n839 33.9818 : 6%|▌ | 848/14234 [00:12<03:50, 58.10it/s]\n839 33.9818 : 6%|▌ | 854/14234 [00:12<03:50, 58.13it/s]\n859 11.8932 : 6%|▌ | 854/14234 [00:12<03:50, 58.13it/s]\n859 11.8932 : 6%|▌ | 863/14234 [00:12<03:25, 64.97it/s]\n859 11.8932 : 6%|▌ | 873/14234 [00:12<03:01, 73.56it/s]\n879 16.3621 : 6%|▌ | 873/14234 [00:12<03:01, 73.56it/s]\n879 16.3621 : 6%|▌ | 882/14234 [00:12<02:51, 78.05it/s]\n879 16.3621 : 6%|▋ | 891/14234 [00:12<02:46, 80.20it/s]\n899 22.0981 : 6%|▋ | 891/14234 [00:12<02:46, 80.20it/s]\n899 22.0981 : 6%|▋ | 900/14234 [00:12<02:45, 80.36it/s]\n899 22.0981 : 6%|▋ | 909/14234 [00:12<02:45, 80.62it/s]\n899 22.0981 : 6%|▋ | 918/14234 [00:13<02:55, 75.99it/s]\n919 27.4471 : 6%|▋ | 918/14234 [00:13<02:55, 75.99it/s]\n919 27.4471 : 7%|▋ | 926/14234 [00:13<03:09, 70.30it/s]\n919 27.4471 : 7%|▋ | 934/14234 [00:13<03:20, 66.39it/s]\n939 30.7119 : 7%|▋ | 934/14234 [00:13<03:20, 66.39it/s]\n939 30.7119 : 7%|▋ | 941/14234 [00:13<03:39, 60.67it/s]\n939 30.7119 : 7%|▋ | 948/14234 [00:13<03:49, 57.94it/s]\n939 30.7119 : 7%|▋ | 954/14234 [00:13<03:51, 57.43it/s]\n959 24.2370 : 7%|▋ | 954/14234 [00:13<03:51, 57.43it/s]\n959 24.2370 : 7%|▋ | 960/14234 [00:13<03:51, 57.45it/s]\n959 24.2370 : 7%|▋ | 968/14234 [00:13<03:31, 62.75it/s]\n959 24.2370 : 7%|▋ | 978/14234 [00:13<03:03, 72.33it/s]\n979 14.5668 : 7%|▋ | 978/14234 [00:13<03:03, 72.33it/s]\n979 14.5668 : 7%|▋ | 987/14234 [00:14<02:51, 77.25it/s]\n979 14.5668 : 7%|▋ | 996/14234 [00:14<02:44, 80.25it/s]\n999 20.6766 : 7%|▋ | 996/14234 [00:14<02:44, 80.25it/s]\n999 20.6766 : 7%|▋ | 1005/14234 [00:14<02:45, 80.13it/s]\n999 20.6766 : 7%|▋ | 1014/14234 [00:14<02:46, 79.39it/s]\n1019 22.4647 : 7%|▋ | 1014/14234 [00:14<02:46, 79.39it/s]\n1019 22.4647 : 7%|▋ | 1022/14234 [00:14<02:51, 77.06it/s]\n1019 22.4647 : 7%|▋ | 1030/14234 [00:14<03:07, 70.24it/s]\n1019 22.4647 : 7%|▋ | 1038/14234 [00:14<03:21, 65.55it/s]\n1039 21.6591 : 7%|▋ | 1038/14234 [00:14<03:21, 65.55it/s]\n1039 21.6591 : 7%|▋ | 1045/14234 [00:14<03:32, 61.98it/s]\n1039 21.6591 : 7%|▋ | 1052/14234 [00:15<03:46, 58.17it/s]\n1039 21.6591 : 7%|▋ | 1058/14234 [00:15<03:51, 56.90it/s]\n1059 21.4638 : 7%|▋ | 1058/14234 [00:15<03:51, 56.90it/s]\n1059 21.4638 : 7%|▋ | 1064/14234 [00:15<03:51, 56.87it/s]\n1059 21.4638 : 8%|▊ | 1071/14234 [00:15<03:44, 58.71it/s]\n1079 10.9328 : 8%|▊ | 1071/14234 [00:15<03:44, 58.71it/s]\n1079 10.9328 : 8%|▊ | 1082/14234 [00:15<03:05, 71.01it/s]\n1079 10.9328 : 8%|▊ | 1092/14234 [00:15<02:46, 78.71it/s]\n1099 15.4866 : 8%|▊ | 1092/14234 [00:15<02:46, 78.71it/s]\n1099 15.4866 : 8%|▊ | 1102/14234 [00:15<02:38, 82.62it/s]\n1099 15.4866 : 8%|▊ | 1111/14234 [00:15<02:36, 84.05it/s]\n1119 22.2660 : 8%|▊ | 1111/14234 [00:15<02:36, 84.05it/s]\n1119 22.2660 : 8%|▊ | 1120/14234 [00:15<02:37, 83.40it/s]\n1119 22.2660 : 8%|▊ | 1129/14234 [00:16<02:39, 82.03it/s]\n1119 22.2660 : 8%|▊ | 1138/14234 [00:16<02:45, 79.26it/s]\n1139 23.0803 : 8%|▊ | 1138/14234 [00:16<02:45, 79.26it/s]\n1139 23.0803 : 8%|▊ | 1146/14234 [00:16<03:00, 72.36it/s]\n1139 23.0803 : 8%|▊ | 1154/14234 [00:16<03:17, 66.07it/s]\n1159 28.6872 : 8%|▊ | 1154/14234 [00:16<03:17, 66.07it/s]\n1159 28.6872 : 8%|▊ | 1161/14234 [00:16<03:26, 63.33it/s]\n1159 28.6872 : 8%|▊ | 1168/14234 [00:16<03:39, 59.55it/s]\n1159 28.6872 : 8%|▊ | 1175/14234 [00:16<03:50, 56.64it/s]\n1179 10.4563 : 8%|▊ | 1175/14234 [00:16<03:50, 56.64it/s]\n1179 10.4563 : 8%|▊ | 1183/14234 [00:16<03:29, 62.31it/s]\n1179 10.4563 : 8%|▊ | 1194/14234 [00:17<02:57, 73.42it/s]\n1199 12.4535 : 8%|▊ | 1194/14234 [00:17<02:57, 73.42it/s]\n1199 12.4535 : 8%|▊ | 1204/14234 [00:17<02:42, 80.35it/s]\n1199 12.4535 : 9%|▊ | 1214/14234 [00:17<02:34, 84.01it/s]\n1219 22.0110 : 9%|▊ | 1214/14234 [00:17<02:34, 84.01it/s]\n1219 22.0110 : 9%|▊ | 1223/14234 [00:17<02:33, 84.97it/s]\n1219 22.0110 : 9%|▊ | 1232/14234 [00:17<02:33, 84.94it/s]\n1239 22.6285 : 9%|▊ | 1232/14234 [00:17<02:33, 84.94it/s]\n1239 22.6285 : 9%|▊ | 1241/14234 [00:17<02:36, 83.11it/s]\n1239 22.6285 : 9%|▉ | 1250/14234 [00:17<02:40, 81.13it/s]\n1239 22.6285 : 9%|▉ | 1259/14234 [00:17<02:53, 74.94it/s]\n1259 25.6400 : 9%|▉ | 1259/14234 [00:17<02:53, 74.94it/s]\n1259 25.6400 : 9%|▉ | 1267/14234 [00:17<03:12, 67.31it/s]\n1259 25.6400 : 9%|▉ | 1274/14234 [00:18<03:23, 63.72it/s]\n1279 31.0644 : 9%|▉ | 1274/14234 [00:18<03:23, 63.72it/s]\n1279 31.0644 : 9%|▉ | 1281/14234 [00:18<03:32, 61.08it/s]\n1279 31.0644 : 9%|▉ | 1288/14234 [00:18<03:24, 63.16it/s]\n1279 31.0644 : 9%|▉ | 1299/14234 [00:18<02:53, 74.37it/s]\n1299 12.0390 : 9%|▉ | 1299/14234 [00:18<02:53, 74.37it/s]\n1299 12.0390 : 9%|▉ | 1310/14234 [00:18<02:37, 81.93it/s]\n1319 16.8347 : 9%|▉ | 1310/14234 [00:18<02:37, 81.93it/s]\n1319 16.8347 : 9%|▉ | 1320/14234 [00:18<02:31, 85.11it/s]\n1319 16.8347 : 9%|▉ | 1329/14234 [00:18<02:29, 86.34it/s]\n1319 16.8347 : 9%|▉ | 1338/14234 [00:18<02:30, 85.84it/s]\n1339 21.7393 : 9%|▉ | 1338/14234 [00:18<02:30, 85.84it/s]\n1339 21.7393 : 9%|▉ | 1347/14234 [00:18<02:34, 83.23it/s]\n1339 21.7393 : 10%|▉ | 1356/14234 [00:19<02:38, 81.09it/s]\n1359 22.3507 : 10%|▉ | 1356/14234 [00:19<02:38, 81.09it/s]\n1359 22.3507 : 10%|▉ | 1365/14234 [00:19<02:49, 76.01it/s]\n1359 22.3507 : 10%|▉ | 1373/14234 [00:19<03:07, 68.70it/s]\n1379 24.1589 : 10%|▉ | 1373/14234 [00:19<03:07, 68.70it/s]\n1379 24.1589 : 10%|▉ | 1381/14234 [00:19<03:23, 63.21it/s]\n1379 24.1589 : 10%|▉ | 1388/14234 [00:19<03:31, 60.69it/s]\n1379 24.1589 : 10%|▉ | 1395/14234 [00:19<03:24, 62.68it/s]\n1399 10.8072 : 10%|▉ | 1395/14234 [00:19<03:24, 62.68it/s]\n1399 10.8072 : 10%|▉ | 1406/14234 [00:19<02:53, 74.11it/s]\n1399 10.8072 : 10%|▉ | 1417/14234 [00:19<02:36, 81.81it/s]\n1419 14.1676 : 10%|▉ | 1417/14234 [00:20<02:36, 81.81it/s]\n1419 14.1676 : 10%|█ | 1427/14234 [00:20<02:29, 85.46it/s]\n1419 14.1676 : 10%|█ | 1436/14234 [00:20<02:28, 86.33it/s]\n1439 21.1448 : 10%|█ | 1436/14234 [00:20<02:28, 86.33it/s]\n1439 21.1448 : 10%|█ | 1445/14234 [00:20<02:28, 85.97it/s]\n1439 21.1448 : 10%|█ | 1454/14234 [00:20<02:32, 83.71it/s]\n1459 23.4343 : 10%|█ | 1454/14234 [00:20<02:32, 83.71it/s]\n1459 23.4343 : 10%|█ | 1463/14234 [00:20<02:37, 80.90it/s]\n1459 23.4343 : 10%|█ | 1472/14234 [00:20<02:46, 76.67it/s]\n1479 23.3373 : 10%|█ | 1472/14234 [00:20<02:46, 76.67it/s]\n1479 23.3373 : 10%|█ | 1480/14234 [00:20<03:03, 69.40it/s]\n1479 23.3373 : 10%|█ | 1488/14234 [00:20<03:21, 63.10it/s]\n1479 23.3373 : 11%|█ | 1495/14234 [00:21<03:31, 60.36it/s]\n1499 10.6706 : 11%|█ | 1495/14234 [00:21<03:31, 60.36it/s]\n1499 10.6706 : 11%|█ | 1503/14234 [00:21<03:18, 64.14it/s]\n1499 10.6706 : 11%|█ | 1514/14234 [00:21<02:48, 75.57it/s]\n1519 12.4279 : 11%|█ | 1514/14234 [00:21<02:48, 75.57it/s]\n1519 12.4279 : 11%|█ | 1525/14234 [00:21<02:34, 82.49it/s]\n1519 12.4279 : 11%|█ | 1535/14234 [00:21<02:28, 85.59it/s]\n1539 17.5110 : 11%|█ | 1535/14234 [00:21<02:28, 85.59it/s]\n1539 17.5110 : 11%|█ | 1544/14234 [00:21<02:26, 86.63it/s]\n1539 17.5110 : 11%|█ | 1553/14234 [00:21<02:27, 86.07it/s]\n1559 21.0033 : 11%|█ | 1553/14234 [00:21<02:27, 86.07it/s]\n1559 21.0033 : 11%|█ | 1562/14234 [00:21<02:31, 83.84it/s]\n1559 21.0033 : 11%|█ | 1571/14234 [00:21<02:35, 81.21it/s]\n1579 20.3979 : 11%|█ | 1571/14234 [00:22<02:35, 81.21it/s]\n1579 20.3979 : 11%|█ | 1580/14234 [00:22<02:44, 76.73it/s]\n1579 20.3979 : 11%|█ | 1588/14234 [00:22<03:01, 69.77it/s]\n1579 20.3979 : 11%|█ | 1596/14234 [00:22<03:21, 62.80it/s]\n1599 24.2552 : 11%|█ | 1596/14234 [00:22<03:21, 62.80it/s]\n1599 24.2552 : 11%|█▏ | 1603/14234 [00:22<03:34, 58.75it/s]\n1599 24.2552 : 11%|█▏ | 1612/14234 [00:22<03:13, 65.12it/s]\n1619 11.1154 : 11%|█▏ | 1612/14234 [00:22<03:13, 65.12it/s]\n1619 11.1154 : 11%|█▏ | 1623/14234 [00:22<02:46, 75.57it/s]\n1619 11.1154 : 11%|█▏ | 1634/14234 [00:22<02:32, 82.41it/s]\n1639 14.3077 : 11%|█▏ | 1634/14234 [00:22<02:32, 82.41it/s]\n1639 14.3077 : 12%|█▏ | 1644/14234 [00:22<02:27, 85.22it/s]\n1639 14.3077 : 12%|█▏ | 1653/14234 [00:23<02:26, 85.88it/s]\n1659 20.9571 : 12%|█▏ | 1653/14234 [00:23<02:26, 85.88it/s]\n1659 20.9571 : 12%|█▏ | 1662/14234 [00:23<02:28, 84.75it/s]\n1659 20.9571 : 12%|█▏ | 1671/14234 [00:23<02:33, 81.85it/s]\n1679 21.2224 : 12%|█▏ | 1671/14234 [00:23<02:33, 81.85it/s]\n1679 21.2224 : 12%|█▏ | 1680/14234 [00:23<02:39, 78.75it/s]\n1679 21.2224 : 12%|█▏ | 1688/14234 [00:23<02:48, 74.67it/s]\n1679 21.2224 : 12%|█▏ | 1696/14234 [00:23<03:02, 68.65it/s]\n1699 21.1484 : 12%|█▏ | 1696/14234 [00:23<03:02, 68.65it/s]\n1699 21.1484 : 12%|█▏ | 1703/14234 [00:23<03:19, 62.89it/s]\n1699 21.1484 : 12%|█▏ | 1710/14234 [00:23<03:31, 59.19it/s]\n1699 21.1484 : 12%|█▏ | 1718/14234 [00:24<03:15, 64.17it/s]\n1719 10.9995 : 12%|█▏ | 1718/14234 [00:24<03:15, 64.17it/s]\n1719 10.9995 : 12%|█▏ | 1729/14234 [00:24<02:47, 74.72it/s]\n1719 10.9995 : 12%|█▏ | 1739/14234 [00:24<02:33, 81.18it/s]\n1739 11.8577 : 12%|█▏ | 1739/14234 [00:24<02:33, 81.18it/s]\n1739 11.8577 : 12%|█▏ | 1749/14234 [00:24<02:27, 84.78it/s]\n1739 11.8577 : 12%|█▏ | 1758/14234 [00:24<02:24, 86.10it/s]\n1759 20.1824 : 12%|█▏ | 1758/14234 [00:24<02:24, 86.10it/s]\n1759 20.1824 : 12%|█▏ | 1767/14234 [00:24<02:26, 85.14it/s]\n1759 20.1824 : 12%|█▏ | 1776/14234 [00:24<02:30, 82.68it/s]\n1779 23.2340 : 12%|█▏ | 1776/14234 [00:24<02:30, 82.68it/s]\n1779 23.2340 : 13%|█▎ | 1785/14234 [00:24<02:36, 79.52it/s]\n1779 23.2340 : 13%|█▎ | 1794/14234 [00:24<02:45, 75.21it/s]\n1799 23.5373 : 13%|█▎ | 1794/14234 [00:25<02:45, 75.21it/s]\n1799 23.5373 : 13%|█▎ | 1802/14234 [00:25<02:58, 69.52it/s]\n1799 23.5373 : 13%|█▎ | 1810/14234 [00:25<03:14, 64.00it/s]\n1799 23.5373 : 13%|█▎ | 1817/14234 [00:25<03:26, 60.04it/s]\n1819 12.0914 : 13%|█▎ | 1817/14234 [00:25<03:26, 60.04it/s]\n1819 12.0914 : 13%|█▎ | 1825/14234 [00:25<03:11, 64.70it/s]\n1819 12.0914 : 13%|█▎ | 1836/14234 [00:25<02:43, 75.65it/s]\n1839 11.9316 : 13%|█▎ | 1836/14234 [00:25<02:43, 75.65it/s]\n1839 11.9316 : 13%|█▎ | 1847/14234 [00:25<02:30, 82.57it/s]\n1839 11.9316 : 13%|█▎ | 1857/14234 [00:25<02:24, 85.77it/s]\n1859 19.4289 : 13%|█▎ | 1857/14234 [00:25<02:24, 85.77it/s]\n1859 19.4289 : 13%|█▎ | 1867/14234 [00:25<02:22, 86.99it/s]\n1859 19.4289 : 13%|█▎ | 1876/14234 [00:26<02:23, 85.86it/s]\n1879 21.6418 : 13%|█▎ | 1876/14234 [00:26<02:23, 85.86it/s]\n1879 21.6418 : 13%|█▎ | 1885/14234 [00:26<02:28, 82.90it/s]\n1879 21.6418 : 13%|█▎ | 1894/14234 [00:26<02:34, 79.82it/s]\n1899 22.6247 : 13%|█▎ | 1894/14234 [00:26<02:34, 79.82it/s]\n1899 22.6247 : 13%|█▎ | 1903/14234 [00:26<02:45, 74.71it/s]\n1899 22.6247 : 13%|█▎ | 1911/14234 [00:26<02:58, 68.89it/s]\n1899 22.6247 : 13%|█▎ | 1919/14234 [00:26<03:12, 63.86it/s]\n1919 25.9469 : 13%|█▎ | 1919/14234 [00:26<03:12, 63.86it/s]\n1919 25.9469 : 14%|█▎ | 1926/14234 [00:26<03:25, 59.87it/s]\n1919 25.9469 : 14%|█▎ | 1936/14234 [00:26<02:57, 69.40it/s]\n1939 12.3398 : 14%|█▎ | 1936/14234 [00:26<02:57, 69.40it/s]\n1939 12.3398 : 14%|█▎ | 1947/14234 [00:27<02:36, 78.55it/s]\n1939 12.3398 : 14%|█▎ | 1957/14234 [00:27<02:26, 83.67it/s]\n1959 15.9416 : 14%|█▎ | 1957/14234 [00:27<02:26, 83.67it/s]\n1959 15.9416 : 14%|█▍ | 1967/14234 [00:27<02:22, 85.82it/s]\n1959 15.9416 : 14%|█▍ | 1976/14234 [00:27<02:21, 86.42it/s]\n1979 21.4022 : 14%|█▍ | 1976/14234 [00:27<02:21, 86.42it/s]\n1979 21.4022 : 14%|█▍ | 1985/14234 [00:27<02:24, 84.95it/s]\n1979 21.4022 : 14%|█▍ | 1994/14234 [00:27<02:29, 81.61it/s]\n1999 22.7567 : 14%|█▍ | 1994/14234 [00:27<02:29, 81.61it/s]\n1999 22.7567 : 14%|█▍ | 2003/14234 [00:27<02:37, 77.83it/s]\n1999 22.7567 : 14%|█▍ | 2011/14234 [00:27<02:46, 73.24it/s]\n1999 22.7567 : 14%|█▍ | 2019/14234 [00:27<03:00, 67.63it/s]\n2019 22.6112 : 14%|█▍ | 2019/14234 [00:28<03:00, 67.63it/s]\n2019 22.6112 : 14%|█▍ | 2026/14234 [00:28<03:17, 61.91it/s]\n2019 22.6112 : 14%|█▍ | 2033/14234 [00:28<03:26, 59.21it/s]\n2039 11.9685 : 14%|█▍ | 2033/14234 [00:28<03:26, 59.21it/s]\n2039 11.9685 : 14%|█▍ | 2044/14234 [00:28<02:53, 70.15it/s]\n2039 11.9685 : 14%|█▍ | 2055/14234 [00:28<02:34, 78.82it/s]\n2059 14.1282 : 14%|█▍ | 2055/14234 [00:28<02:34, 78.82it/s]\n2059 14.1282 : 15%|█▍ | 2065/14234 [00:28<02:25, 83.58it/s]\n2059 14.1282 : 15%|█▍ | 2075/14234 [00:28<02:21, 85.72it/s]\n2079 17.5769 : 15%|█▍ | 2075/14234 [00:28<02:21, 85.72it/s]\n2079 17.5769 : 15%|█▍ | 2084/14234 [00:28<02:21, 85.74it/s]\n2079 17.5769 : 15%|█▍ | 2093/14234 [00:28<02:24, 83.94it/s]\n2099 21.1679 : 15%|█▍ | 2093/14234 [00:29<02:24, 83.94it/s]\n2099 21.1679 : 15%|█▍ | 2102/14234 [00:29<02:30, 80.72it/s]\n2099 21.1679 : 15%|█▍ | 2111/14234 [00:29<02:37, 76.89it/s]\n2099 21.1679 : 15%|█▍ | 2119/14234 [00:29<02:47, 72.22it/s]\n2119 20.0275 : 15%|█▍ | 2119/14234 [00:29<02:47, 72.22it/s]\n2119 20.0275 : 15%|█▍ | 2127/14234 [00:29<03:04, 65.59it/s]\n2119 20.0275 : 15%|█▍ | 2134/14234 [00:29<03:19, 60.55it/s]\n2139 24.3045 : 15%|█▍ | 2134/14234 [00:29<03:19, 60.55it/s]\n2139 24.3045 : 15%|█▌ | 2141/14234 [00:29<03:24, 59.06it/s]\n2139 24.3045 : 15%|█▌ | 2152/14234 [00:29<02:51, 70.25it/s]\n2159 10.1103 : 15%|█▌ | 2152/14234 [00:29<02:51, 70.25it/s]\n2159 10.1103 : 15%|█▌ | 2163/14234 [00:29<02:33, 78.41it/s]\n2159 10.1103 : 15%|█▌ | 2173/14234 [00:30<02:24, 83.75it/s]\n2179 11.1259 : 15%|█▌ | 2173/14234 [00:30<02:24, 83.75it/s]\n2179 11.1259 : 15%|█▌ | 2183/14234 [00:30<02:18, 87.14it/s]\n2179 11.1259 : 15%|█▌ | 2193/14234 [00:30<02:16, 88.08it/s]\n2199 16.8078 : 15%|█▌ | 2193/14234 [00:30<02:16, 88.08it/s]\n2199 16.8078 : 15%|█▌ | 2202/14234 [00:30<02:19, 86.23it/s]\n2199 16.8078 : 16%|█▌ | 2211/14234 [00:30<02:25, 82.65it/s]\n2219 17.8061 : 16%|█▌ | 2211/14234 [00:30<02:25, 82.65it/s]\n2219 17.8061 : 16%|█▌ | 2220/14234 [00:30<02:33, 78.05it/s]\n2219 17.8061 : 16%|█▌ | 2228/14234 [00:30<02:45, 72.67it/s]\n2219 17.8061 : 16%|█▌ | 2236/14234 [00:30<02:58, 67.35it/s]\n2239 18.1110 : 16%|█▌ | 2236/14234 [00:30<02:58, 67.35it/s]\n2239 18.1110 : 16%|█▌ | 2243/14234 [00:30<03:04, 65.16it/s]\n2239 18.1110 : 16%|█▌ | 2250/14234 [00:31<03:04, 64.96it/s]\n2259 10.1866 : 16%|█▌ | 2250/14234 [00:31<03:04, 64.96it/s]\n2259 10.1866 : 16%|█▌ | 2260/14234 [00:31<02:42, 73.76it/s]\n2259 10.1866 : 16%|█▌ | 2270/14234 [00:31<02:28, 80.51it/s]\n2279 10.5113 : 16%|█▌ | 2270/14234 [00:31<02:28, 80.51it/s]\n2279 10.5113 : 16%|█▌ | 2280/14234 [00:31<02:20, 85.17it/s]\n2279 10.5113 : 16%|█▌ | 2290/14234 [00:31<02:15, 88.43it/s]\n2279 10.5113 : 16%|█▌ | 2299/14234 [00:31<02:14, 88.79it/s]\n2299 16.5781 : 16%|█▌ | 2299/14234 [00:31<02:14, 88.79it/s]\n2299 16.5781 : 16%|█▌ | 2308/14234 [00:31<02:17, 86.89it/s]\n2299 16.5781 : 16%|█▋ | 2317/14234 [00:31<02:23, 82.92it/s]\n2319 21.4403 : 16%|█▋ | 2317/14234 [00:31<02:23, 82.92it/s]\n2319 21.4403 : 16%|█▋ | 2326/14234 [00:31<02:31, 78.55it/s]\n2319 21.4403 : 16%|█▋ | 2334/14234 [00:32<02:43, 72.84it/s]\n2339 24.1027 : 16%|█▋ | 2334/14234 [00:32<02:43, 72.84it/s]\n2339 24.1027 : 16%|█▋ | 2342/14234 [00:32<02:56, 67.24it/s]\n2339 24.1027 : 17%|█▋ | 2349/14234 [00:32<03:05, 64.10it/s]\n2339 24.1027 : 17%|█▋ | 2356/14234 [00:32<03:11, 62.11it/s]\n2359 10.3515 : 17%|█▋ | 2356/14234 [00:32<03:11, 62.11it/s]\n2359 10.3515 : 17%|█▋ | 2367/14234 [00:32<02:43, 72.59it/s]\n2359 10.3515 : 17%|█▋ | 2378/14234 [00:32<02:27, 80.48it/s]\n2379 10.7170 : 17%|█▋ | 2378/14234 [00:32<02:27, 80.48it/s]\n2379 10.7170 : 17%|█▋ | 2388/14234 [00:32<02:19, 85.13it/s]\n2379 10.7170 : 17%|█▋ | 2398/14234 [00:32<02:14, 88.14it/s]\n2399 12.2905 : 17%|█▋ | 2398/14234 [00:32<02:14, 88.14it/s]\n2399 12.2905 : 17%|█▋ | 2407/14234 [00:33<02:13, 88.58it/s]\n2399 12.2905 : 17%|█▋ | 2416/14234 [00:33<02:16, 86.42it/s]\n2419 22.1693 : 17%|█▋ | 2416/14234 [00:33<02:16, 86.42it/s]\n2419 22.1693 : 17%|█▋ | 2425/14234 [00:33<02:23, 82.44it/s]\n2419 22.1693 : 17%|█▋ | 2434/14234 [00:33<02:31, 77.87it/s]\n2439 25.9009 : 17%|█▋ | 2434/14234 [00:33<02:31, 77.87it/s]\n2439 25.9009 : 17%|█▋ | 2442/14234 [00:33<02:44, 71.76it/s]\n2439 25.9009 : 17%|█▋ | 2450/14234 [00:33<02:57, 66.48it/s]\n2439 25.9009 : 17%|█▋ | 2457/14234 [00:33<03:05, 63.50it/s]\n2459 24.9608 : 17%|█▋ | 2457/14234 [00:33<03:05, 63.50it/s]\n2459 24.9608 : 17%|█▋ | 2464/14234 [00:33<03:05, 63.30it/s]\n2459 24.9608 : 17%|█▋ | 2475/14234 [00:34<02:39, 73.79it/s]\n2479 10.9598 : 17%|█▋ | 2475/14234 [00:34<02:39, 73.79it/s]\n2479 10.9598 : 17%|█▋ | 2485/14234 [00:34<02:26, 80.37it/s]\n2479 10.9598 : 18%|█▊ | 2495/14234 [00:34<02:18, 84.99it/s]\n2499 11.3243 : 18%|█▊ | 2495/14234 [00:34<02:18, 84.99it/s]\n2499 11.3243 : 18%|█▊ | 2505/14234 [00:34<02:14, 87.25it/s]\n2499 11.3243 : 18%|█▊ | 2514/14234 [00:34<02:14, 87.14it/s]\n2519 20.7707 : 18%|█▊ | 2514/14234 [00:34<02:14, 87.14it/s]\n2519 20.7707 : 18%|█▊ | 2523/14234 [00:34<02:18, 84.64it/s]\n2519 20.7707 : 18%|█▊ | 2532/14234 [00:34<02:25, 80.67it/s]\n2539 24.4270 : 18%|█▊ | 2532/14234 [00:34<02:25, 80.67it/s]\n2539 24.4270 : 18%|█▊ | 2541/14234 [00:34<02:33, 76.23it/s]\n2539 24.4270 : 18%|█▊ | 2549/14234 [00:34<02:46, 70.10it/s]\n2539 24.4270 : 18%|█▊ | 2557/14234 [00:35<02:58, 65.52it/s]\n2559 27.4740 : 18%|█▊ | 2557/14234 [00:35<02:58, 65.52it/s]\n2559 27.4740 : 18%|█▊ | 2564/14234 [00:35<03:06, 62.70it/s]\n2559 27.4740 : 18%|█▊ | 2571/14234 [00:35<03:06, 62.43it/s]\n2579 11.3391 : 18%|█▊ | 2571/14234 [00:35<03:06, 62.43it/s]\n2579 11.3391 : 18%|█▊ | 2581/14234 [00:35<02:43, 71.28it/s]\n2579 11.3391 : 18%|█▊ | 2591/14234 [00:35<02:29, 78.13it/s]\n2599 11.1423 : 18%|█▊ | 2591/14234 [00:35<02:29, 78.13it/s]\n2599 11.1423 : 18%|█▊ | 2601/14234 [00:35<02:20, 82.83it/s]\n2599 11.1423 : 18%|█▊ | 2611/14234 [00:35<02:16, 85.27it/s]\n2619 16.0847 : 18%|█▊ | 2611/14234 [00:35<02:16, 85.27it/s]\n2619 16.0847 : 18%|█▊ | 2620/14234 [00:35<02:15, 85.68it/s]\n2619 16.0847 : 18%|█▊ | 2629/14234 [00:35<02:18, 84.07it/s]\n2619 16.0847 : 19%|█▊ | 2638/14234 [00:36<02:23, 81.02it/s]\n2639 23.3619 : 19%|█▊ | 2638/14234 [00:36<02:23, 81.02it/s]\n2639 23.3619 : 19%|█▊ | 2647/14234 [00:36<02:30, 77.00it/s]\n2639 23.3619 : 19%|█▊ | 2655/14234 [00:36<02:44, 70.52it/s]\n2659 22.4603 : 19%|█▊ | 2655/14234 [00:36<02:44, 70.52it/s]\n2659 22.4603 : 19%|█▊ | 2663/14234 [00:36<02:57, 65.26it/s]\n2659 22.4603 : 19%|█▉ | 2670/14234 [00:36<03:02, 63.50it/s]\n2659 22.4603 : 19%|█▉ | 2677/14234 [00:36<03:06, 61.90it/s]\n2679 11.4145 : 19%|█▉ | 2677/14234 [00:36<03:06, 61.90it/s]\n2679 11.4145 : 19%|█▉ | 2687/14234 [00:36<02:42, 70.99it/s]\n2679 11.4145 : 19%|█▉ | 2697/14234 [00:36<02:27, 78.29it/s]\n2699 11.0559 : 19%|█▉ | 2697/14234 [00:36<02:27, 78.29it/s]\n2699 11.0559 : 19%|█▉ | 2707/14234 [00:37<02:18, 83.09it/s]\n2699 11.0559 : 19%|█▉ | 2717/14234 [00:37<02:14, 85.82it/s]\n2719 12.1178 : 19%|█▉ | 2717/14234 [00:37<02:14, 85.82it/s]\n2719 12.1178 : 19%|█▉ | 2726/14234 [00:37<02:13, 86.48it/s]\n2719 12.1178 : 19%|█▉ | 2735/14234 [00:37<02:14, 85.32it/s]\n2739 21.2426 : 19%|█▉ | 2735/14234 [00:37<02:14, 85.32it/s]\n2739 21.2426 : 19%|█▉ | 2744/14234 [00:37<02:19, 82.45it/s]\n2739 21.2426 : 19%|█▉ | 2753/14234 [00:37<02:26, 78.53it/s]\n2759 24.8170 : 19%|█▉ | 2753/14234 [00:37<02:26, 78.53it/s]\n2759 24.8170 : 19%|█▉ | 2761/14234 [00:37<02:39, 71.81it/s]\n2759 24.8170 : 19%|█▉ | 2769/14234 [00:37<02:53, 65.91it/s]\n2759 24.8170 : 20%|█▉ | 2776/14234 [00:38<03:01, 63.13it/s]\n2779 23.8497 : 20%|█▉ | 2776/14234 [00:38<03:01, 63.13it/s]\n2779 23.8497 : 20%|█▉ | 2783/14234 [00:38<03:07, 60.97it/s]\n2779 23.8497 : 20%|█▉ | 2793/14234 [00:38<02:43, 69.81it/s]\n2799 12.1870 : 20%|█▉ | 2793/14234 [00:38<02:43, 69.81it/s]\n2799 12.1870 : 20%|█▉ | 2803/14234 [00:38<02:28, 77.12it/s]\n2799 12.1870 : 20%|█▉ | 2813/14234 [00:38<02:18, 82.44it/s]\n2819 11.3119 : 20%|█▉ | 2813/14234 [00:38<02:18, 82.44it/s]\n2819 11.3119 : 20%|█▉ | 2823/14234 [00:38<02:13, 85.23it/s]\n2819 11.3119 : 20%|█▉ | 2833/14234 [00:38<02:11, 86.58it/s]\n2839 18.3930 : 20%|█▉ | 2833/14234 [00:38<02:11, 86.58it/s]\n2839 18.3930 : 20%|█▉ | 2842/14234 [00:38<02:13, 85.63it/s]\n2839 18.3930 : 20%|██ | 2851/14234 [00:38<02:16, 83.31it/s]\n2859 22.6661 : 20%|██ | 2851/14234 [00:39<02:16, 83.31it/s]\n2859 22.6661 : 20%|██ | 2860/14234 [00:39<02:23, 79.32it/s]\n2859 22.6661 : 20%|██ | 2869/14234 [00:39<02:38, 71.82it/s]\n2859 22.6661 : 20%|██ | 2877/14234 [00:39<02:51, 66.05it/s]\n2879 22.1179 : 20%|██ | 2877/14234 [00:39<02:51, 66.05it/s]\n2879 22.1179 : 20%|██ | 2884/14234 [00:39<02:59, 63.23it/s]\n2879 22.1179 : 20%|██ | 2891/14234 [00:39<03:00, 62.77it/s]\n2899 12.9082 : 20%|██ | 2891/14234 [00:39<03:00, 62.77it/s]\n2899 12.9082 : 20%|██ | 2901/14234 [00:39<02:37, 71.73it/s]\n2899 12.9082 : 20%|██ | 2912/14234 [00:39<02:21, 79.78it/s]\n2919 12.4864 : 20%|██ | 2912/14234 [00:39<02:21, 79.78it/s]\n2919 12.4864 : 21%|██ | 2922/14234 [00:39<02:14, 84.08it/s]\n2919 12.4864 : 21%|██ | 2932/14234 [00:39<02:10, 86.54it/s]\n2939 15.3444 : 21%|██ | 2932/14234 [00:40<02:10, 86.54it/s]\n2939 15.3444 : 21%|██ | 2941/14234 [00:40<02:09, 87.24it/s]\n2939 15.3444 : 21%|██ | 2950/14234 [00:40<02:10, 86.42it/s]\n2939 15.3444 : 21%|██ | 2959/14234 [00:40<02:13, 84.38it/s]\n2959 23.1848 : 21%|██ | 2959/14234 [00:40<02:13, 84.38it/s]\n2959 23.1848 : 21%|██ | 2968/14234 [00:40<02:20, 80.15it/s]\n2959 23.1848 : 21%|██ | 2977/14234 [00:40<02:36, 72.01it/s]\n2979 22.4083 : 21%|██ | 2977/14234 [00:40<02:36, 72.01it/s]\n2979 22.4083 : 21%|██ | 2985/14234 [00:40<02:48, 66.63it/s]\n2979 22.4083 : 21%|██ | 2992/14234 [00:40<02:57, 63.49it/s]\n2979 22.4083 : 21%|██ | 2999/14234 [00:40<02:54, 64.56it/s]\n2999 12.5351 : 21%|██ | 2999/14234 [00:40<02:54, 64.56it/s]\n2999 12.5351 : 21%|██ | 3009/14234 [00:41<02:33, 73.03it/s]\n2999 12.5351 : 21%|██ | 3019/14234 [00:41<02:20, 79.91it/s]\n3019 12.6844 : 21%|██ | 3019/14234 [00:41<02:20, 79.91it/s]\n3019 12.6844 : 21%|██▏ | 3029/14234 [00:41<02:13, 83.86it/s]\n3019 12.6844 : 21%|██▏ | 3039/14234 [00:41<02:10, 85.91it/s]\n3039 14.3319 : 21%|██▏ | 3039/14234 [00:41<02:10, 85.91it/s]\n3039 14.3319 : 21%|██▏ | 3048/14234 [00:41<02:08, 86.79it/s]\n3039 14.3319 : 21%|██▏ | 3057/14234 [00:41<02:09, 86.21it/s]\n3059 22.9614 : 21%|██▏ | 3057/14234 [00:41<02:09, 86.21it/s]\n3059 22.9614 : 22%|██▏ | 3066/14234 [00:41<02:11, 84.82it/s]\n3059 22.9614 : 22%|██▏ | 3075/14234 [00:41<02:16, 81.98it/s]\n3079 19.1456 : 22%|██▏ | 3075/14234 [00:41<02:16, 81.98it/s]\n3079 19.1456 : 22%|██▏ | 3084/14234 [00:41<02:30, 74.16it/s]\n3079 19.1456 : 22%|██▏ | 3092/14234 [00:42<02:44, 67.86it/s]\n3079 19.1456 : 22%|██▏ | 3099/14234 [00:42<02:55, 63.62it/s]\n3099 22.5063 : 22%|██▏ | 3099/14234 [00:42<02:55, 63.62it/s]\n3099 22.5063 : 22%|██▏ | 3106/14234 [00:42<02:54, 63.85it/s]\n3099 22.5063 : 22%|██▏ | 3116/14234 [00:42<02:34, 72.12it/s]\n3119 13.8246 : 22%|██▏ | 3116/14234 [00:42<02:34, 72.12it/s]\n3119 13.8246 : 22%|██▏ | 3126/14234 [00:42<02:21, 78.68it/s]\n3119 13.8246 : 22%|██▏ | 3136/14234 [00:42<02:14, 82.68it/s]\n3139 14.2364 : 22%|██▏ | 3136/14234 [00:42<02:14, 82.68it/s]\n3139 14.2364 : 22%|██▏ | 3145/14234 [00:42<02:11, 84.05it/s]\n3139 14.2364 : 22%|██▏ | 3154/14234 [00:42<02:11, 84.49it/s]\n3159 18.0050 : 22%|██▏ | 3154/14234 [00:42<02:11, 84.49it/s]\n3159 18.0050 : 22%|██▏ | 3163/14234 [00:42<02:11, 84.23it/s]\n3159 18.0050 : 22%|██▏ | 3172/14234 [00:43<02:12, 83.39it/s]\n3179 26.9511 : 22%|██▏ | 3172/14234 [00:43<02:12, 83.39it/s]\n3179 26.9511 : 22%|██▏ | 3181/14234 [00:43<02:15, 81.53it/s]\n3179 26.9511 : 22%|██▏ | 3190/14234 [00:43<02:26, 75.24it/s]\n3179 26.9511 : 22%|██▏ | 3198/14234 [00:43<02:41, 68.15it/s]\n3199 25.4508 : 22%|██▏ | 3198/14234 [00:43<02:41, 68.15it/s]\n3199 25.4508 : 23%|██▎ | 3205/14234 [00:43<02:53, 63.73it/s]\n3199 25.4508 : 23%|██▎ | 3212/14234 [00:43<02:54, 63.23it/s]\n3219 13.5272 : 23%|██▎ | 3212/14234 [00:43<02:54, 63.23it/s]\n3219 13.5272 : 23%|██▎ | 3222/14234 [00:43<02:34, 71.47it/s]\n3219 13.5272 : 23%|██▎ | 3232/14234 [00:43<02:20, 78.54it/s]\n3239 14.2135 : 23%|██▎ | 3232/14234 [00:44<02:20, 78.54it/s]\n3239 14.2135 : 23%|██▎ | 3242/14234 [00:44<02:12, 83.10it/s]\n3239 14.2135 : 23%|██▎ | 3252/14234 [00:44<02:09, 85.09it/s]\n3259 19.2372 : 23%|██▎ | 3252/14234 [00:44<02:09, 85.09it/s]\n3259 19.2372 : 23%|██▎ | 3261/14234 [00:44<02:08, 85.20it/s]\n3259 19.2372 : 23%|██▎ | 3270/14234 [00:44<02:09, 84.42it/s]\n3259 19.2372 : 23%|██▎ | 3279/14234 [00:44<02:11, 83.17it/s]\n3279 23.0788 : 23%|██▎ | 3279/14234 [00:44<02:11, 83.17it/s]\n3279 23.0788 : 23%|██▎ | 3288/14234 [00:44<02:15, 80.65it/s]\n3279 23.0788 : 23%|██▎ | 3297/14234 [00:44<02:28, 73.89it/s]\n3299 28.0308 : 23%|██▎ | 3297/14234 [00:44<02:28, 73.89it/s]\n3299 28.0308 : 23%|██▎ | 3305/14234 [00:44<02:41, 67.86it/s]\n3299 28.0308 : 23%|██▎ | 3312/14234 [00:45<02:48, 64.99it/s]\n3299 28.0308 : 23%|██▎ | 3319/14234 [00:45<02:50, 64.02it/s]\n3319 12.2659 : 23%|██▎ | 3319/14234 [00:45<02:50, 64.02it/s]\n3319 12.2659 : 23%|██▎ | 3329/14234 [00:45<02:31, 72.13it/s]\n3319 12.2659 : 23%|██▎ | 3339/14234 [00:45<02:18, 78.87it/s]\n3339 14.1081 : 23%|██▎ | 3339/14234 [00:45<02:18, 78.87it/s]\n3339 14.1081 : 24%|██▎ | 3349/14234 [00:45<02:10, 83.73it/s]\n3339 14.1081 : 24%|██▎ | 3359/14234 [00:45<02:06, 85.69it/s]\n3359 17.7962 : 24%|██▎ | 3359/14234 [00:45<02:06, 85.69it/s]\n3359 17.7962 : 24%|██▎ | 3368/14234 [00:45<02:08, 84.71it/s]\n3359 17.7962 : 24%|██▎ | 3377/14234 [00:45<02:10, 83.11it/s]\n3379 22.0785 : 24%|██▎ | 3377/14234 [00:45<02:10, 83.11it/s]\n3379 22.0785 : 24%|██▍ | 3386/14234 [00:45<02:13, 81.44it/s]\n3379 22.0785 : 24%|██▍ | 3395/14234 [00:46<02:17, 79.01it/s]\n3399 28.0605 : 24%|██▍ | 3395/14234 [00:46<02:17, 79.01it/s]\n3399 28.0605 : 24%|██▍ | 3403/14234 [00:46<02:28, 72.95it/s]\n3399 28.0605 : 24%|██▍ | 3411/14234 [00:46<02:40, 67.53it/s]\n3399 28.0605 : 24%|██▍ | 3418/14234 [00:46<02:46, 64.80it/s]\n3419 25.5422 : 24%|██▍ | 3418/14234 [00:46<02:46, 64.80it/s]\n3419 25.5422 : 24%|██▍ | 3425/14234 [00:46<02:55, 61.59it/s]\n3419 25.5422 : 24%|██▍ | 3435/14234 [00:46<02:35, 69.54it/s]\n3439 13.6919 : 24%|██▍ | 3435/14234 [00:46<02:35, 69.54it/s]\n3439 13.6919 : 24%|██▍ | 3445/14234 [00:46<02:22, 75.69it/s]\n3439 13.6919 : 24%|██▍ | 3455/14234 [00:46<02:12, 81.39it/s]\n3459 13.1115 : 24%|██▍ | 3455/14234 [00:46<02:12, 81.39it/s]\n3459 13.1115 : 24%|██▍ | 3465/14234 [00:46<02:07, 84.20it/s]\n3459 13.1115 : 24%|██▍ | 3474/14234 [00:47<02:07, 84.15it/s]\n3479 20.5999 : 24%|██▍ | 3474/14234 [00:47<02:07, 84.15it/s]\n3479 20.5999 : 24%|██▍ | 3483/14234 [00:47<02:09, 83.03it/s]\n3479 20.5999 : 25%|██▍ | 3492/14234 [00:47<02:11, 81.54it/s]\n3499 26.8147 : 25%|██▍ | 3492/14234 [00:47<02:11, 81.54it/s]\n3499 26.8147 : 25%|██▍ | 3501/14234 [00:47<02:15, 79.32it/s]\n3499 26.8147 : 25%|██▍ | 3509/14234 [00:47<02:25, 73.78it/s]\n3499 26.8147 : 25%|██▍ | 3517/14234 [00:47<02:37, 68.25it/s]\n3519 27.5088 : 25%|██▍ | 3517/14234 [00:47<02:37, 68.25it/s]\n3519 27.5088 : 25%|██▍ | 3524/14234 [00:47<02:44, 65.27it/s]\n3519 27.5088 : 25%|██▍ | 3531/14234 [00:47<02:55, 61.04it/s]\n3539 12.8798 : 25%|██▍ | 3531/14234 [00:48<02:55, 61.04it/s]\n3539 12.8798 : 25%|██▍ | 3540/14234 [00:48<02:37, 68.01it/s]\n3539 12.8798 : 25%|██▍ | 3550/14234 [00:48<02:20, 76.22it/s]\n3559 13.7260 : 25%|██▍ | 3550/14234 [00:48<02:20, 76.22it/s]\n3559 13.7260 : 25%|██▌ | 3560/14234 [00:48<02:09, 82.40it/s]\n3559 13.7260 : 25%|██▌ | 3570/14234 [00:48<02:03, 86.34it/s]\n3559 13.7260 : 25%|██▌ | 3579/14234 [00:48<02:02, 86.99it/s]\n3579 19.4429 : 25%|██▌ | 3579/14234 [00:48<02:02, 86.99it/s]\n3579 19.4429 : 25%|██▌ | 3588/14234 [00:48<02:04, 85.74it/s]\n3579 19.4429 : 25%|██▌ | 3597/14234 [00:48<02:07, 83.45it/s]\n3599 19.5357 : 25%|██▌ | 3597/14234 [00:48<02:07, 83.45it/s]\n3599 19.5357 : 25%|██▌ | 3606/14234 [00:48<02:11, 80.93it/s]\n3599 19.5357 : 25%|██▌ | 3615/14234 [00:48<02:21, 74.98it/s]\n3619 28.1036 : 25%|██▌ | 3615/14234 [00:49<02:21, 74.98it/s]\n3619 28.1036 : 25%|██▌ | 3623/14234 [00:49<02:32, 69.54it/s]\n3619 28.1036 : 26%|██▌ | 3631/14234 [00:49<02:41, 65.69it/s]\n3619 28.1036 : 26%|██▌ | 3638/14234 [00:49<02:56, 60.10it/s]\n3639 12.6531 : 26%|██▌ | 3638/14234 [00:49<02:56, 60.10it/s]\n3639 12.6531 : 26%|██▌ | 3647/14234 [00:49<02:39, 66.50it/s]\n3639 12.6531 : 26%|██▌ | 3657/14234 [00:49<02:22, 74.39it/s]\n3659 14.0536 : 26%|██▌ | 3657/14234 [00:49<02:22, 74.39it/s]\n3659 14.0536 : 26%|██▌ | 3667/14234 [00:49<02:10, 80.94it/s]\n3659 14.0536 : 26%|██▌ | 3677/14234 [00:49<02:03, 85.20it/s]\n3679 14.8448 : 26%|██▌ | 3677/14234 [00:49<02:03, 85.20it/s]\n3679 14.8448 : 26%|██▌ | 3686/14234 [00:49<02:02, 85.91it/s]\n3679 14.8448 : 26%|██▌ | 3695/14234 [00:49<02:03, 85.02it/s]\n3699 22.6359 : 26%|██▌ | 3695/14234 [00:50<02:03, 85.02it/s]\n3699 22.6359 : 26%|██▌ | 3704/14234 [00:50<02:07, 82.79it/s]\n3699 22.6359 : 26%|██▌ | 3713/14234 [00:50<02:10, 80.37it/s]\n3719 26.1555 : 26%|██▌ | 3713/14234 [00:50<02:10, 80.37it/s]\n3719 26.1555 : 26%|██▌ | 3722/14234 [00:50<02:22, 73.63it/s]\n3719 26.1555 : 26%|██▌ | 3730/14234 [00:50<02:33, 68.31it/s]\n3719 26.1555 : 26%|██▋ | 3737/14234 [00:50<02:43, 64.35it/s]\n3739 29.8853 : 26%|██▋ | 3737/14234 [00:50<02:43, 64.35it/s]\n3739 29.8853 : 26%|██▋ | 3744/14234 [00:50<02:56, 59.53it/s]\n3739 29.8853 : 26%|██▋ | 3752/14234 [00:50<02:42, 64.46it/s]\n3759 14.1065 : 26%|██▋ | 3752/14234 [00:50<02:42, 64.46it/s]\n3759 14.1065 : 26%|██▋ | 3762/14234 [00:50<02:23, 73.04it/s]\n3759 14.1065 : 26%|██▋ | 3772/14234 [00:51<02:10, 80.21it/s]\n3779 12.8118 : 26%|██▋ | 3772/14234 [00:51<02:10, 80.21it/s]\n3779 12.8118 : 27%|██▋ | 3782/14234 [00:51<02:03, 84.58it/s]\n3779 12.8118 : 27%|██▋ | 3791/14234 [00:51<02:02, 85.30it/s]\n3799 22.0698 : 27%|██▋ | 3791/14234 [00:51<02:02, 85.30it/s]\n3799 22.0698 : 27%|██▋ | 3800/14234 [00:51<02:04, 83.86it/s]\n3799 22.0698 : 27%|██▋ | 3809/14234 [00:51<02:08, 81.08it/s]\n3799 22.0698 : 27%|██▋ | 3818/14234 [00:51<02:13, 78.29it/s]\n3819 23.1459 : 27%|██▋ | 3818/14234 [00:51<02:13, 78.29it/s]\n3819 23.1459 : 27%|██▋ | 3826/14234 [00:51<02:22, 72.89it/s]\n3819 23.1459 : 27%|██▋ | 3834/14234 [00:51<02:33, 67.93it/s]\n3839 28.4130 : 27%|██▋ | 3834/14234 [00:52<02:33, 67.93it/s]\n3839 28.4130 : 27%|██▋ | 3841/14234 [00:52<02:43, 63.39it/s]\n3839 28.4130 : 27%|██▋ | 3848/14234 [00:52<02:57, 58.49it/s]\n3839 28.4130 : 27%|██▋ | 3854/14234 [00:52<02:59, 57.85it/s]\n3859 14.7409 : 27%|██▋ | 3854/14234 [00:52<02:59, 57.85it/s]\n3859 14.7409 : 27%|██▋ | 3864/14234 [00:52<02:33, 67.74it/s]\n3859 14.7409 : 27%|██▋ | 3874/14234 [00:52<02:16, 75.80it/s]\n3879 13.1315 : 27%|██▋ | 3874/14234 [00:52<02:16, 75.80it/s]\n3879 13.1315 : 27%|██▋ | 3884/14234 [00:52<02:08, 80.78it/s]\n3879 13.1315 : 27%|██▋ | 3893/14234 [00:52<02:06, 81.44it/s]\n3899 23.3336 : 27%|██▋ | 3893/14234 [00:52<02:06, 81.44it/s]\n3899 23.3336 : 27%|██▋ | 3902/14234 [00:52<02:08, 80.65it/s]\n3899 23.3336 : 27%|██▋ | 3911/14234 [00:52<02:11, 78.79it/s]\n3899 23.3336 : 28%|██▊ | 3919/14234 [00:53<02:14, 76.78it/s]\n3919 25.5695 : 28%|██▊ | 3919/14234 [00:53<02:14, 76.78it/s]\n3919 25.5695 : 28%|██▊ | 3927/14234 [00:53<02:24, 71.15it/s]\n3919 25.5695 : 28%|██▊ | 3935/14234 [00:53<02:36, 65.79it/s]\n3939 29.3130 : 28%|██▊ | 3935/14234 [00:53<02:36, 65.79it/s]\n3939 29.3130 : 28%|██▊ | 3942/14234 [00:53<02:48, 60.92it/s]\n3939 29.3130 : 28%|██▊ | 3949/14234 [00:53<02:59, 57.33it/s]\n3939 29.3130 : 28%|██▊ | 3955/14234 [00:53<03:05, 55.28it/s]\n3959 16.6414 : 28%|██▊ | 3955/14234 [00:53<03:05, 55.28it/s]\n3959 16.6414 : 28%|██▊ | 3961/14234 [00:53<03:03, 55.96it/s]\n3959 16.6414 : 28%|██▊ | 3971/14234 [00:53<02:33, 66.95it/s]\n3979 15.1314 : 28%|██▊ | 3971/14234 [00:54<02:33, 66.95it/s]\n3979 15.1314 : 28%|██▊ | 3981/14234 [00:54<02:16, 75.13it/s]\n3979 15.1314 : 28%|██▊ | 3991/14234 [00:54<02:08, 79.74it/s]\n3999 20.1627 : 28%|██▊ | 3991/14234 [00:54<02:08, 79.74it/s]\n3999 20.1627 : 28%|██▊ | 4000/14234 [00:54<02:07, 80.26it/s]\n3999 20.1627 : 28%|██▊ | 4009/14234 [00:54<02:07, 80.08it/s]\n3999 20.1627 : 28%|██▊ | 4018/14234 [00:54<02:10, 78.16it/s]\n4019 24.5610 : 28%|██▊ | 4018/14234 [00:54<02:10, 78.16it/s]\n4019 24.5610 : 28%|██▊ | 4026/14234 [00:54<02:18, 73.92it/s]\n4019 24.5610 : 28%|██▊ | 4034/14234 [00:54<02:28, 68.87it/s]\n4039 29.2681 : 28%|██▊ | 4034/14234 [00:54<02:28, 68.87it/s]\n4039 29.2681 : 28%|██▊ | 4041/14234 [00:54<02:38, 64.43it/s]\n4039 29.2681 : 28%|██▊ | 4048/14234 [00:55<02:51, 59.53it/s]\n4039 29.2681 : 28%|██▊ | 4055/14234 [00:55<03:00, 56.42it/s]\n4059 24.1978 : 28%|██▊ | 4055/14234 [00:55<03:00, 56.42it/s]\n4059 24.1978 : 29%|██▊ | 4061/14234 [00:55<03:04, 55.12it/s]\n4059 24.1978 : 29%|██▊ | 4068/14234 [00:55<02:57, 57.35it/s]\n4059 24.1978 : 29%|██▊ | 4078/14234 [00:55<02:29, 67.92it/s]\n4079 13.7452 : 29%|██▊ | 4078/14234 [00:55<02:29, 67.92it/s]\n4079 13.7452 : 29%|██▊ | 4088/14234 [00:55<02:13, 75.84it/s]\n4079 13.7452 : 29%|██▉ | 4098/14234 [00:55<02:06, 80.43it/s]\n4099 17.1050 : 29%|██▉ | 4098/14234 [00:55<02:06, 80.43it/s]\n4099 17.1050 : 29%|██▉ | 4107/14234 [00:55<02:04, 81.15it/s]\n4099 17.1050 : 29%|██▉ | 4116/14234 [00:55<02:05, 80.58it/s]\n4119 21.4764 : 29%|██▉ | 4116/14234 [00:55<02:05, 80.58it/s]\n4119 21.4764 : 29%|██▉ | 4125/14234 [00:56<02:07, 79.03it/s]\n4119 21.4764 : 29%|██▉ | 4133/14234 [00:56<02:15, 74.74it/s]\n4139 27.7576 : 29%|██▉ | 4133/14234 [00:56<02:15, 74.74it/s]\n4139 27.7576 : 29%|██▉ | 4141/14234 [00:56<02:25, 69.48it/s]\n4139 27.7576 : 29%|██▉ | 4149/14234 [00:56<02:38, 63.60it/s]\n4139 27.7576 : 29%|██▉ | 4156/14234 [00:56<02:50, 58.99it/s]\n4159 30.1016 : 29%|██▉ | 4156/14234 [00:56<02:50, 58.99it/s]\n4159 30.1016 : 29%|██▉ | 4163/14234 [00:56<02:59, 55.97it/s]\n4159 30.1016 : 29%|██▉ | 4169/14234 [00:56<03:02, 55.25it/s]\n4159 30.1016 : 29%|██▉ | 4176/14234 [00:56<02:52, 58.37it/s]\n4179 12.7374 : 29%|██▉ | 4176/14234 [00:57<02:52, 58.37it/s]\n4179 12.7374 : 29%|██▉ | 4186/14234 [00:57<02:26, 68.49it/s]\n4179 12.7374 : 29%|██▉ | 4196/14234 [00:57<02:11, 76.16it/s]\n4199 16.0805 : 29%|██▉ | 4196/14234 [00:57<02:11, 76.16it/s]\n4199 16.0805 : 30%|██▉ | 4205/14234 [00:57<02:06, 79.52it/s]\n4199 16.0805 : 30%|██▉ | 4214/14234 [00:57<02:04, 80.16it/s]\n4219 19.2651 : 30%|██▉ | 4214/14234 [00:57<02:04, 80.16it/s]\n4219 19.2651 : 30%|██▉ | 4223/14234 [00:57<02:06, 78.95it/s]\n4219 19.2651 : 30%|██▉ | 4231/14234 [00:57<02:09, 77.40it/s]\n4219 19.2651 : 30%|██▉ | 4239/14234 [00:57<02:15, 73.58it/s]\n4239 24.8521 : 30%|██▉ | 4239/14234 [00:57<02:15, 73.58it/s]\n4239 24.8521 : 30%|██▉ | 4247/14234 [00:57<02:26, 68.37it/s]\n4239 24.8521 : 30%|██▉ | 4254/14234 [00:58<02:37, 63.56it/s]\n4259 29.3902 : 30%|██▉ | 4254/14234 [00:58<02:37, 63.56it/s]\n4259 29.3902 : 30%|██▉ | 4261/14234 [00:58<02:49, 58.84it/s]\n4259 29.3902 : 30%|██▉ | 4267/14234 [00:58<02:56, 56.45it/s]\n4259 29.3902 : 30%|███ | 4273/14234 [00:58<03:01, 54.86it/s]\n4259 29.3902 : 30%|███ | 4279/14234 [00:58<03:00, 55.04it/s]\n4279 20.4292 : 30%|███ | 4279/14234 [00:58<03:00, 55.04it/s]\n4279 20.4292 : 30%|███ | 4288/14234 [00:58<02:37, 63.28it/s]\n4279 20.4292 : 30%|███ | 4298/14234 [00:58<02:16, 72.78it/s]\n4299 14.2776 : 30%|███ | 4298/14234 [00:58<02:16, 72.78it/s]\n4299 14.2776 : 30%|███ | 4308/14234 [00:58<02:06, 78.69it/s]\n4299 14.2776 : 30%|███ | 4317/14234 [00:58<02:03, 80.41it/s]\n4319 20.6500 : 30%|███ | 4317/14234 [00:58<02:03, 80.41it/s]\n4319 20.6500 : 30%|███ | 4326/14234 [00:59<02:04, 79.61it/s]\n4319 20.6500 : 30%|███ | 4335/14234 [00:59<02:07, 77.79it/s]\n4339 23.2290 : 30%|███ | 4335/14234 [00:59<02:07, 77.79it/s]\n4339 23.2290 : 31%|███ | 4343/14234 [00:59<02:10, 75.64it/s]\n4339 23.2290 : 31%|███ | 4351/14234 [00:59<02:21, 70.09it/s]\n4339 23.2290 : 31%|███ | 4359/14234 [00:59<02:33, 64.35it/s]\n4359 23.1221 : 31%|███ | 4359/14234 [00:59<02:33, 64.35it/s]\n4359 23.1221 : 31%|███ | 4366/14234 [00:59<02:44, 60.06it/s]\n4359 23.1221 : 31%|███ | 4373/14234 [00:59<02:51, 57.34it/s]\n4359 23.1221 : 31%|███ | 4379/14234 [00:59<02:57, 55.52it/s]\n4379 27.5256 : 31%|███ | 4379/14234 [00:59<02:57, 55.52it/s]\n4379 27.5256 : 31%|███ | 4385/14234 [01:00<03:01, 54.25it/s]\n4379 27.5256 : 31%|███ | 4393/14234 [01:00<02:44, 59.97it/s]\n4399 13.7718 : 31%|███ | 4393/14234 [01:00<02:44, 59.97it/s]\n4399 13.7718 : 31%|███ | 4403/14234 [01:00<02:20, 69.88it/s]\n4399 13.7718 : 31%|███ | 4413/14234 [01:00<02:07, 76.85it/s]\n4419 21.7017 : 31%|███ | 4413/14234 [01:00<02:07, 76.85it/s]\n4419 21.7017 : 31%|███ | 4422/14234 [01:00<02:03, 79.37it/s]\n4419 21.7017 : 31%|███ | 4431/14234 [01:00<02:03, 79.43it/s]\n4439 20.7525 : 31%|███ | 4431/14234 [01:00<02:03, 79.43it/s]\n4439 20.7525 : 31%|███ | 4440/14234 [01:00<02:05, 77.94it/s]\n4439 20.7525 : 31%|███ | 4448/14234 [01:00<02:08, 76.31it/s]\n4439 20.7525 : 31%|███▏ | 4456/14234 [01:00<02:17, 70.86it/s]\n4459 22.6196 : 31%|███▏ | 4456/14234 [01:01<02:17, 70.86it/s]\n4459 22.6196 : 31%|███▏ | 4464/14234 [01:01<02:28, 65.72it/s]\n4459 22.6196 : 31%|███▏ | 4471/14234 [01:01<02:40, 60.99it/s]\n4459 22.6196 : 31%|███▏ | 4478/14234 [01:01<02:49, 57.52it/s]\n4479 27.7458 : 31%|███▏ | 4478/14234 [01:01<02:49, 57.52it/s]\n4479 27.7458 : 32%|███▏ | 4484/14234 [01:01<02:54, 55.88it/s]\n4479 27.7458 : 32%|███▏ | 4490/14234 [01:01<02:59, 54.26it/s]\n4479 27.7458 : 32%|███▏ | 4496/14234 [01:01<02:56, 55.14it/s]\n4499 13.0558 : 32%|███▏ | 4496/14234 [01:01<02:56, 55.14it/s]\n4499 13.0558 : 32%|███▏ | 4506/14234 [01:01<02:25, 66.83it/s]\n4499 13.0558 : 32%|███▏ | 4516/14234 [01:01<02:08, 75.72it/s]\n4519 14.6738 : 32%|███▏ | 4516/14234 [01:01<02:08, 75.72it/s]\n4519 14.6738 : 32%|███▏ | 4526/14234 [01:02<02:01, 80.18it/s]\n4519 14.6738 : 32%|███▏ | 4535/14234 [01:02<02:00, 80.63it/s]\n4539 21.3670 : 32%|███▏ | 4535/14234 [01:02<02:00, 80.63it/s]\n4539 21.3670 : 32%|███▏ | 4544/14234 [01:02<02:04, 78.14it/s]\n4539 21.3670 : 32%|███▏ | 4552/14234 [01:02<02:07, 75.97it/s]\n4559 24.2690 : 32%|███▏ | 4552/14234 [01:02<02:07, 75.97it/s]\n4559 24.2690 : 32%|███▏ | 4560/14234 [01:02<02:14, 71.86it/s]\n4559 24.2690 : 32%|███▏ | 4568/14234 [01:02<02:25, 66.65it/s]\n4559 24.2690 : 32%|███▏ | 4575/14234 [01:02<02:36, 61.53it/s]\n4579 26.2918 : 32%|███▏ | 4575/14234 [01:02<02:36, 61.53it/s]\n4579 26.2918 : 32%|███▏ | 4582/14234 [01:02<02:48, 57.27it/s]\n4579 26.2918 : 32%|███▏ | 4588/14234 [01:03<02:54, 55.38it/s]\n4579 26.2918 : 32%|███▏ | 4594/14234 [01:03<02:56, 54.74it/s]\n4599 16.2850 : 32%|███▏ | 4594/14234 [01:03<02:56, 54.74it/s]\n4599 16.2850 : 32%|███▏ | 4600/14234 [01:03<02:57, 54.21it/s]\n4599 16.2850 : 32%|███▏ | 4609/14234 [01:03<02:32, 62.99it/s]\n4619 12.3360 : 32%|███▏ | 4609/14234 [01:03<02:32, 62.99it/s]\n4619 12.3360 : 32%|███▏ | 4620/14234 [01:03<02:09, 74.10it/s]\n4619 12.3360 : 33%|███▎ | 4630/14234 [01:03<01:59, 80.32it/s]\n4619 12.3360 : 33%|███▎ | 4639/14234 [01:03<01:57, 81.89it/s]\n4639 23.0496 : 33%|███▎ | 4639/14234 [01:03<01:57, 81.89it/s]\n4639 23.0496 : 33%|███▎ | 4648/14234 [01:03<01:59, 80.35it/s]\n4639 23.0496 : 33%|███▎ | 4657/14234 [01:03<02:02, 78.27it/s]\n4659 26.3611 : 33%|███▎ | 4657/14234 [01:03<02:02, 78.27it/s]\n4659 26.3611 : 33%|███▎ | 4665/14234 [01:04<02:07, 75.19it/s]\n4659 26.3611 : 33%|███▎ | 4673/14234 [01:04<02:17, 69.51it/s]\n4679 25.5463 : 33%|███▎ | 4673/14234 [01:04<02:17, 69.51it/s]\n4679 25.5463 : 33%|███▎ | 4681/14234 [01:04<02:28, 64.38it/s]\n4679 25.5463 : 33%|███▎ | 4688/14234 [01:04<02:39, 60.00it/s]\n4679 25.5463 : 33%|███▎ | 4695/14234 [01:04<02:45, 57.50it/s]\n4699 28.9725 : 33%|███▎ | 4695/14234 [01:04<02:45, 57.50it/s]\n4699 28.9725 : 33%|███▎ | 4701/14234 [01:04<02:49, 56.09it/s]\n4699 28.9725 : 33%|███▎ | 4707/14234 [01:04<02:50, 55.99it/s]\n4699 28.9725 : 33%|███▎ | 4716/14234 [01:04<02:27, 64.58it/s]\n4719 11.8191 : 33%|███▎ | 4716/14234 [01:04<02:27, 64.58it/s]\n4719 11.8191 : 33%|███▎ | 4727/14234 [01:05<02:05, 75.51it/s]\n4719 11.8191 : 33%|███▎ | 4737/14234 [01:05<01:57, 80.85it/s]\n4739 19.6761 : 33%|███▎ | 4737/14234 [01:05<01:57, 80.85it/s]\n4739 19.6761 : 33%|███▎ | 4746/14234 [01:05<01:56, 81.79it/s]\n4739 19.6761 : 33%|███▎ | 4755/14234 [01:05<01:58, 80.26it/s]\n4759 23.0505 : 33%|███▎ | 4755/14234 [01:05<01:58, 80.26it/s]\n4759 23.0505 : 33%|███▎ | 4764/14234 [01:05<02:01, 77.66it/s]\n4759 23.0505 : 34%|███▎ | 4772/14234 [01:05<02:07, 74.45it/s]\n4779 25.4092 : 34%|███▎ | 4772/14234 [01:05<02:07, 74.45it/s]\n4779 25.4092 : 34%|███▎ | 4780/14234 [01:05<02:17, 68.64it/s]\n4779 25.4092 : 34%|███▎ | 4787/14234 [01:05<02:26, 64.30it/s]\n4779 25.4092 : 34%|███▎ | 4794/14234 [01:06<02:40, 58.86it/s]\n4799 30.3503 : 34%|███▎ | 4794/14234 [01:06<02:40, 58.86it/s]\n4799 30.3503 : 34%|███▎ | 4800/14234 [01:06<02:46, 56.51it/s]\n4799 30.3503 : 34%|███▍ | 4806/14234 [01:06<02:49, 55.51it/s]\n4799 30.3503 : 34%|███▍ | 4812/14234 [01:06<02:49, 55.56it/s]\n4819 12.2635 : 34%|███▍ | 4812/14234 [01:06<02:49, 55.56it/s]\n4819 12.2635 : 34%|███▍ | 4820/14234 [01:06<02:35, 60.64it/s]\n4819 12.2635 : 34%|███▍ | 4831/14234 [01:06<02:07, 73.47it/s]\n4839 14.2420 : 34%|███▍ | 4831/14234 [01:06<02:07, 73.47it/s]\n4839 14.2420 : 34%|███▍ | 4841/14234 [01:06<01:56, 80.49it/s]\n4839 14.2420 : 34%|███▍ | 4850/14234 [01:06<01:53, 82.46it/s]\n4839 14.2420 : 34%|███▍ | 4859/14234 [01:06<01:54, 81.71it/s]\n4859 22.4707 : 34%|███▍ | 4859/14234 [01:06<01:54, 81.71it/s]\n4859 22.4707 : 34%|███▍ | 4868/14234 [01:07<01:57, 79.94it/s]\n4859 22.4707 : 34%|███▍ | 4877/14234 [01:07<02:01, 76.95it/s]\n4879 27.4937 : 34%|███▍ | 4877/14234 [01:07<02:01, 76.95it/s]\n4879 27.4937 : 34%|███▍ | 4885/14234 [01:07<02:11, 71.24it/s]\n4879 27.4937 : 34%|███▍ | 4893/14234 [01:07<02:21, 66.07it/s]\n4899 29.0946 : 34%|███▍ | 4893/14234 [01:07<02:21, 66.07it/s]\n4899 29.0946 : 34%|███▍ | 4900/14234 [01:07<02:34, 60.35it/s]\n4899 29.0946 : 34%|███▍ | 4907/14234 [01:07<02:42, 57.55it/s]\n4899 29.0946 : 35%|███▍ | 4913/14234 [01:07<02:45, 56.39it/s]\n4899 29.0946 : 35%|███▍ | 4919/14234 [01:07<02:45, 56.30it/s]\n4919 19.6062 : 35%|███▍ | 4919/14234 [01:07<02:45, 56.30it/s]\n4919 19.6062 : 35%|███▍ | 4927/14234 [01:08<02:30, 61.72it/s]\n4919 19.6062 : 35%|███▍ | 4939/14234 [01:08<02:03, 75.54it/s]\n4939 12.5946 : 35%|███▍ | 4939/14234 [01:08<02:03, 75.54it/s]\n4939 12.5946 : 35%|███▍ | 4950/14234 [01:08<01:52, 82.49it/s]\n4939 12.5946 : 35%|███▍ | 4959/14234 [01:08<01:49, 84.38it/s]\n4959 24.1434 : 35%|███▍ | 4959/14234 [01:08<01:49, 84.38it/s]\n4959 24.1434 : 35%|███▍ | 4968/14234 [01:08<01:51, 82.98it/s]\n4959 24.1434 : 35%|███▍ | 4977/14234 [01:08<01:53, 81.68it/s]\n4979 25.9898 : 35%|███▍ | 4977/14234 [01:08<01:53, 81.68it/s]\n4979 25.9898 : 35%|███▌ | 4986/14234 [01:08<01:59, 77.34it/s]\n4979 25.9898 : 35%|███▌ | 4994/14234 [01:08<02:07, 72.49it/s]\n4999 25.4049 : 35%|███▌ | 4994/14234 [01:08<02:07, 72.49it/s]\n4999 25.4049 : 35%|███▌ | 5002/14234 [01:08<02:19, 66.41it/s]\n4999 25.4049 : 35%|███▌ | 5009/14234 [01:09<02:29, 61.74it/s]\n4999 25.4049 : 35%|███▌ | 5016/14234 [01:09<02:35, 59.25it/s]\n5019 23.2408 : 35%|███▌ | 5016/14234 [01:09<02:35, 59.25it/s]\n5019 23.2408 : 35%|███▌ | 5023/14234 [01:09<02:36, 58.70it/s]\n5019 23.2408 : 35%|███▌ | 5030/14234 [01:09<02:34, 59.55it/s]\n5039 11.3406 : 35%|███▌ | 5030/14234 [01:09<02:34, 59.55it/s]\n5039 11.3406 : 35%|███▌ | 5040/14234 [01:09<02:11, 69.70it/s]\n5039 11.3406 : 35%|███▌ | 5051/14234 [01:09<01:56, 78.80it/s]\n5059 18.6740 : 35%|███▌ | 5051/14234 [01:09<01:56, 78.80it/s]\n5059 18.6740 : 36%|███▌ | 5061/14234 [01:09<01:50, 82.74it/s]\n5059 18.6740 : 36%|███▌ | 5070/14234 [01:09<01:49, 83.53it/s]\n5059 18.6740 : 36%|███▌ | 5079/14234 [01:10<01:51, 81.81it/s]\n5079 22.6191 : 36%|███▌ | 5079/14234 [01:10<01:51, 81.81it/s]\n5079 22.6191 : 36%|███▌ | 5088/14234 [01:10<01:54, 79.54it/s]\n5079 22.6191 : 36%|███▌ | 5097/14234 [01:10<02:02, 74.45it/s]\n5099 25.3137 : 36%|███▌ | 5097/14234 [01:10<02:02, 74.45it/s]\n5099 25.3137 : 36%|███▌ | 5105/14234 [01:10<02:13, 68.50it/s]\n5099 25.3137 : 36%|███▌ | 5112/14234 [01:10<02:22, 63.79it/s]\n5099 25.3137 : 36%|███▌ | 5119/14234 [01:10<02:30, 60.75it/s]\n5119 22.8676 : 36%|███▌ | 5119/14234 [01:10<02:30, 60.75it/s]\n5119 22.8676 : 36%|███▌ | 5126/14234 [01:10<02:31, 60.11it/s]\n5119 22.8676 : 36%|███▌ | 5133/14234 [01:10<02:30, 60.40it/s]\n5139 11.4594 : 36%|███▌ | 5133/14234 [01:11<02:30, 60.40it/s]\n5139 11.4594 : 36%|███▌ | 5142/14234 [01:11<02:16, 66.68it/s]\n5139 11.4594 : 36%|███▌ | 5154/14234 [01:11<01:54, 79.19it/s]\n5159 17.0316 : 36%|███▌ | 5154/14234 [01:11<01:54, 79.19it/s]\n5159 17.0316 : 36%|███▋ | 5165/14234 [01:11<01:45, 85.58it/s]\n5159 17.0316 : 36%|███▋ | 5175/14234 [01:11<01:44, 86.85it/s]\n5179 21.0666 : 36%|███▋ | 5175/14234 [01:11<01:44, 86.85it/s]\n5179 21.0666 : 36%|███▋ | 5184/14234 [01:11<01:46, 84.61it/s]\n5179 21.0666 : 36%|███▋ | 5193/14234 [01:11<01:49, 82.37it/s]\n5199 24.4764 : 36%|███▋ | 5193/14234 [01:11<01:49, 82.37it/s]\n5199 24.4764 : 37%|███▋ | 5202/14234 [01:11<01:57, 76.59it/s]\n5199 24.4764 : 37%|███▋ | 5210/14234 [01:11<02:08, 70.12it/s]\n5199 24.4764 : 37%|███▋ | 5218/14234 [01:12<02:20, 64.07it/s]\n5219 22.2265 : 37%|███▋ | 5218/14234 [01:12<02:20, 64.07it/s]\n5219 22.2265 : 37%|███▋ | 5225/14234 [01:12<02:26, 61.36it/s]\n5219 22.2265 : 37%|███▋ | 5232/14234 [01:12<02:28, 60.45it/s]\n5219 22.2265 : 37%|███▋ | 5239/14234 [01:12<02:28, 60.77it/s]\n5239 17.8672 : 37%|███▋ | 5239/14234 [01:12<02:28, 60.77it/s]\n5239 17.8672 : 37%|███▋ | 5247/14234 [01:12<02:19, 64.38it/s]\n5239 17.8672 : 37%|███▋ | 5258/14234 [01:12<01:57, 76.19it/s]\n5259 13.1903 : 37%|███▋ | 5258/14234 [01:12<01:57, 76.19it/s]\n5259 13.1903 : 37%|███▋ | 5269/14234 [01:12<01:46, 83.90it/s]\n5259 13.1903 : 37%|███▋ | 5279/14234 [01:12<01:43, 86.81it/s]\n5279 23.6904 : 37%|███▋ | 5279/14234 [01:12<01:43, 86.81it/s]\n5279 23.6904 : 37%|███▋ | 5288/14234 [01:12<01:44, 85.21it/s]\n5279 23.6904 : 37%|███▋ | 5297/14234 [01:13<01:47, 83.01it/s]\n5299 22.8488 : 37%|███▋ | 5297/14234 [01:13<01:47, 83.01it/s]\n5299 22.8488 : 37%|███▋ | 5306/14234 [01:13<01:54, 77.93it/s]\n5299 22.8488 : 37%|███▋ | 5314/14234 [01:13<02:04, 71.70it/s]\n5319 21.4498 : 37%|███▋ | 5314/14234 [01:13<02:04, 71.70it/s]\n5319 21.4498 : 37%|███▋ | 5322/14234 [01:13<02:16, 65.09it/s]\n5319 21.4498 : 37%|███▋ | 5329/14234 [01:13<02:26, 60.94it/s]\n5319 21.4498 : 37%|███▋ | 5336/14234 [01:13<02:28, 59.81it/s]\n5339 21.2174 : 37%|███▋ | 5336/14234 [01:13<02:28, 59.81it/s]\n5339 21.2174 : 38%|███▊ | 5343/14234 [01:13<02:27, 60.16it/s]\n5339 21.2174 : 38%|███▊ | 5350/14234 [01:13<02:25, 61.12it/s]\n5359 12.2317 : 38%|███▊ | 5350/14234 [01:14<02:25, 61.12it/s]\n5359 12.2317 : 38%|███▊ | 5361/14234 [01:14<02:02, 72.49it/s]\n5359 12.2317 : 38%|███▊ | 5372/14234 [01:14<01:48, 81.89it/s]\n5379 20.5616 : 38%|███▊ | 5372/14234 [01:14<01:48, 81.89it/s]\n5379 20.5616 : 38%|███▊ | 5382/14234 [01:14<01:42, 85.96it/s]\n5379 20.5616 : 38%|███▊ | 5391/14234 [01:14<01:43, 85.74it/s]\n5399 23.0391 : 38%|███▊ | 5391/14234 [01:14<01:43, 85.74it/s]\n5399 23.0391 : 38%|███▊ | 5400/14234 [01:14<01:46, 83.27it/s]\n5399 23.0391 : 38%|███▊ | 5409/14234 [01:14<01:51, 79.50it/s]\n5399 23.0391 : 38%|███▊ | 5418/14234 [01:14<02:00, 73.35it/s]\n5419 26.1503 : 38%|███▊ | 5418/14234 [01:14<02:00, 73.35it/s]\n5419 26.1503 : 38%|███▊ | 5426/14234 [01:14<02:13, 65.99it/s]\n5419 26.1503 : 38%|███▊ | 5433/14234 [01:15<02:24, 60.70it/s]\n5439 21.4637 : 38%|███▊ | 5433/14234 [01:15<02:24, 60.70it/s]\n5439 21.4637 : 38%|███▊ | 5440/14234 [01:15<02:29, 58.76it/s]\n5439 21.4637 : 38%|███▊ | 5447/14234 [01:15<02:28, 59.20it/s]\n5439 21.4637 : 38%|███▊ | 5454/14234 [01:15<02:26, 60.06it/s]\n5459 11.3400 : 38%|███▊ | 5454/14234 [01:15<02:26, 60.06it/s]\n5459 11.3400 : 38%|███▊ | 5462/14234 [01:15<02:15, 64.71it/s]\n5459 11.3400 : 38%|███▊ | 5473/14234 [01:15<01:54, 76.24it/s]\n5479 15.4059 : 38%|███▊ | 5473/14234 [01:15<01:54, 76.24it/s]\n5479 15.4059 : 39%|███▊ | 5483/14234 [01:15<01:46, 82.01it/s]\n5479 15.4059 : 39%|███▊ | 5492/14234 [01:15<01:45, 83.00it/s]\n5499 22.8516 : 39%|███▊ | 5492/14234 [01:15<01:45, 83.00it/s]\n5499 22.8516 : 39%|███▊ | 5501/14234 [01:15<01:48, 80.59it/s]\n5499 22.8516 : 39%|███▊ | 5510/14234 [01:16<01:52, 77.47it/s]\n5499 22.8516 : 39%|███▉ | 5518/14234 [01:16<01:58, 73.62it/s]\n5519 23.3193 : 39%|███▉ | 5518/14234 [01:16<01:58, 73.62it/s]\n5519 23.3193 : 39%|███▉ | 5526/14234 [01:16<02:07, 68.11it/s]\n5519 23.3193 : 39%|███▉ | 5533/14234 [01:16<02:20, 62.08it/s]\n5539 21.1299 : 39%|███▉ | 5533/14234 [01:16<02:20, 62.08it/s]\n5539 21.1299 : 39%|███▉ | 5540/14234 [01:16<02:29, 58.20it/s]\n5539 21.1299 : 39%|███▉ | 5546/14234 [01:16<02:33, 56.78it/s]\n5539 21.1299 : 39%|███▉ | 5552/14234 [01:16<02:32, 56.91it/s]\n5539 21.1299 : 39%|███▉ | 5558/14234 [01:16<02:31, 57.24it/s]\n5559 17.7834 : 39%|███▉ | 5558/14234 [01:16<02:31, 57.24it/s]\n5559 17.7834 : 39%|███▉ | 5564/14234 [01:17<02:29, 57.93it/s]\n5559 17.7834 : 39%|███▉ | 5574/14234 [01:17<02:04, 69.39it/s]\n5579 14.2241 : 39%|███▉ | 5574/14234 [01:17<02:04, 69.39it/s]\n5579 14.2241 : 39%|███▉ | 5585/14234 [01:17<01:49, 79.31it/s]\n5579 14.2241 : 39%|███▉ | 5595/14234 [01:17<01:42, 84.67it/s]\n5599 23.7230 : 39%|███▉ | 5595/14234 [01:17<01:42, 84.67it/s]\n5599 23.7230 : 39%|███▉ | 5604/14234 [01:17<01:41, 84.74it/s]\n5599 23.7230 : 39%|███▉ | 5613/14234 [01:17<01:44, 82.43it/s]\n5619 24.9053 : 39%|███▉ | 5613/14234 [01:17<01:44, 82.43it/s]\n5619 24.9053 : 39%|███▉ | 5622/14234 [01:17<01:49, 78.76it/s]\n5619 24.9053 : 40%|███▉ | 5630/14234 [01:17<01:57, 73.01it/s]\n5619 24.9053 : 40%|███▉ | 5638/14234 [01:17<02:11, 65.14it/s]\n5639 21.1942 : 40%|███▉ | 5638/14234 [01:18<02:11, 65.14it/s]\n5639 21.1942 : 40%|███▉ | 5645/14234 [01:18<02:21, 60.53it/s]\n5639 21.1942 : 40%|███▉ | 5652/14234 [01:18<02:24, 59.44it/s]\n5639 21.1942 : 40%|███▉ | 5659/14234 [01:18<02:24, 59.44it/s]\n5659 20.6565 : 40%|███▉ | 5659/14234 [01:18<02:24, 59.44it/s]\n5659 20.6565 : 40%|███▉ | 5666/14234 [01:18<02:23, 59.68it/s]\n5659 20.6565 : 40%|███▉ | 5673/14234 [01:18<02:20, 60.86it/s]\n5679 12.4793 : 40%|███▉ | 5673/14234 [01:18<02:20, 60.86it/s]\n5679 12.4793 : 40%|███▉ | 5684/14234 [01:18<01:55, 73.72it/s]\n5679 12.4793 : 40%|████ | 5695/14234 [01:18<01:43, 82.29it/s]\n5699 16.9846 : 40%|████ | 5695/14234 [01:18<01:43, 82.29it/s]\n5699 16.9846 : 40%|████ | 5705/14234 [01:18<01:40, 85.25it/s]\n5699 16.9846 : 40%|████ | 5714/14234 [01:18<01:41, 84.11it/s]\n5719 25.0817 : 40%|████ | 5714/14234 [01:19<01:41, 84.11it/s]\n5719 25.0817 : 40%|████ | 5723/14234 [01:19<01:43, 82.01it/s]\n5719 25.0817 : 40%|████ | 5732/14234 [01:19<01:49, 77.37it/s]\n5739 28.2992 : 40%|████ | 5732/14234 [01:19<01:49, 77.37it/s]\n5739 28.2992 : 40%|████ | 5740/14234 [01:19<02:00, 70.56it/s]\n5739 28.2992 : 40%|████ | 5748/14234 [01:19<02:13, 63.37it/s]\n5739 28.2992 : 40%|████ | 5755/14234 [01:19<02:20, 60.25it/s]\n5759 20.7265 : 40%|████ | 5755/14234 [01:19<02:20, 60.25it/s]\n5759 20.7265 : 40%|████ | 5762/14234 [01:19<02:22, 59.55it/s]\n5759 20.7265 : 41%|████ | 5769/14234 [01:19<02:22, 59.43it/s]\n5759 20.7265 : 41%|████ | 5776/14234 [01:20<02:21, 59.59it/s]\n5779 11.3721 : 41%|████ | 5776/14234 [01:20<02:21, 59.59it/s]\n5779 11.3721 : 41%|████ | 5785/14234 [01:20<02:07, 66.40it/s]\n5779 11.3721 : 41%|████ | 5796/14234 [01:20<01:48, 77.52it/s]\n5799 14.9729 : 41%|████ | 5796/14234 [01:20<01:48, 77.52it/s]\n5799 14.9729 : 41%|████ | 5806/14234 [01:20<01:40, 83.54it/s]\n5799 14.9729 : 41%|████ | 5815/14234 [01:20<01:38, 85.27it/s]\n5819 23.7736 : 41%|████ | 5815/14234 [01:20<01:38, 85.27it/s]\n5819 23.7736 : 41%|████ | 5824/14234 [01:20<01:40, 83.48it/s]\n5819 23.7736 : 41%|████ | 5833/14234 [01:20<01:43, 81.20it/s]\n5839 24.2297 : 41%|████ | 5833/14234 [01:20<01:43, 81.20it/s]\n5839 24.2297 : 41%|████ | 5842/14234 [01:20<01:50, 75.64it/s]\n5839 24.2297 : 41%|████ | 5850/14234 [01:20<02:02, 68.52it/s]\n5839 24.2297 : 41%|████ | 5858/14234 [01:21<02:13, 62.73it/s]\n5859 21.1497 : 41%|████ | 5858/14234 [01:21<02:13, 62.73it/s]\n5859 21.1497 : 41%|████ | 5865/14234 [01:21<02:17, 60.65it/s]\n5859 21.1497 : 41%|████▏ | 5872/14234 [01:21<02:20, 59.54it/s]\n5859 21.1497 : 41%|████▏ | 5879/14234 [01:21<02:21, 59.24it/s]\n5879 20.6465 : 41%|████▏ | 5879/14234 [01:21<02:21, 59.24it/s]\n5879 20.6465 : 41%|████▏ | 5885/14234 [01:21<02:22, 58.56it/s]\n5879 20.6465 : 41%|████▏ | 5896/14234 [01:21<01:58, 70.47it/s]\n5899 12.7963 : 41%|████▏ | 5896/14234 [01:21<01:58, 70.47it/s]\n5899 12.7963 : 41%|████▏ | 5907/14234 [01:21<01:43, 80.08it/s]\n5899 12.7963 : 42%|████▏ | 5917/14234 [01:21<01:38, 84.70it/s]\n5919 22.7891 : 42%|████▏ | 5917/14234 [01:21<01:38, 84.70it/s]\n5919 22.7891 : 42%|████▏ | 5926/14234 [01:22<01:38, 84.61it/s]\n5919 22.7891 : 42%|████▏ | 5935/14234 [01:22<01:39, 83.40it/s]\n5939 25.5873 : 42%|████▏ | 5935/14234 [01:22<01:39, 83.40it/s]\n5939 25.5873 : 42%|████▏ | 5944/14234 [01:22<01:44, 79.20it/s]\n5939 25.5873 : 42%|████▏ | 5953/14234 [01:22<01:54, 72.22it/s]\n5959 21.6469 : 42%|████▏ | 5953/14234 [01:22<01:54, 72.22it/s]\n5959 21.6469 : 42%|████▏ | 5961/14234 [01:22<02:06, 65.23it/s]\n5959 21.6469 : 42%|████▏ | 5968/14234 [01:22<02:15, 60.94it/s]\n5959 21.6469 : 42%|████▏ | 5975/14234 [01:22<02:19, 59.24it/s]\n5979 21.8636 : 42%|████▏ | 5975/14234 [01:22<02:19, 59.24it/s]\n5979 21.8636 : 42%|████▏ | 5982/14234 [01:22<02:21, 58.23it/s]\n5979 21.8636 : 42%|████▏ | 5988/14234 [01:23<02:23, 57.56it/s]\n5979 21.8636 : 42%|████▏ | 5995/14234 [01:23<02:18, 59.69it/s]\n5999 12.1538 : 42%|████▏ | 5995/14234 [01:23<02:18, 59.69it/s]\n5999 12.1538 : 42%|████▏ | 6006/14234 [01:23<01:53, 72.53it/s]\n5999 12.1538 : 42%|████▏ | 6017/14234 [01:23<01:41, 81.33it/s]\n6019 17.9267 : 42%|████▏ | 6017/14234 [01:23<01:41, 81.33it/s]\n6019 17.9267 : 42%|████▏ | 6027/14234 [01:23<01:36, 85.12it/s]\n6019 17.9267 : 42%|████▏ | 6036/14234 [01:23<01:38, 83.58it/s]\n6039 24.2057 : 42%|████▏ | 6036/14234 [01:23<01:38, 83.58it/s]\n6039 24.2057 : 42%|████▏ | 6045/14234 [01:23<01:40, 81.84it/s]\n6039 24.2057 : 43%|████▎ | 6054/14234 [01:23<01:46, 77.05it/s]\n6059 26.5120 : 43%|████▎ | 6054/14234 [01:23<01:46, 77.05it/s]\n6059 26.5120 : 43%|████▎ | 6062/14234 [01:23<01:56, 69.99it/s]\n6059 26.5120 : 43%|████▎ | 6070/14234 [01:24<02:07, 63.93it/s]\n6059 26.5120 : 43%|████▎ | 6077/14234 [01:24<02:16, 59.87it/s]\n6079 22.0344 : 43%|████▎ | 6077/14234 [01:24<02:16, 59.87it/s]\n6079 22.0344 : 43%|████▎ | 6084/14234 [01:24<02:20, 57.88it/s]\n6079 22.0344 : 43%|████▎ | 6090/14234 [01:24<02:22, 56.99it/s]\n6079 22.0344 : 43%|████▎ | 6096/14234 [01:24<02:25, 55.95it/s]\n6099 20.1277 : 43%|████▎ | 6096/14234 [01:24<02:25, 55.95it/s]\n6099 20.1277 : 43%|████▎ | 6104/14234 [01:24<02:13, 60.95it/s]\n6099 20.1277 : 43%|████▎ | 6115/14234 [01:24<01:50, 73.76it/s]\n6119 15.2826 : 43%|████▎ | 6115/14234 [01:24<01:50, 73.76it/s]\n6119 15.2826 : 43%|████▎ | 6126/14234 [01:24<01:39, 81.70it/s]\n6119 15.2826 : 43%|████▎ | 6136/14234 [01:25<01:36, 84.06it/s]\n6139 24.5830 : 43%|████▎ | 6136/14234 [01:25<01:36, 84.06it/s]\n6139 24.5830 : 43%|████▎ | 6145/14234 [01:25<01:37, 82.76it/s]\n6139 24.5830 : 43%|████▎ | 6154/14234 [01:25<01:40, 80.50it/s]\n6159 26.5124 : 43%|████▎ | 6154/14234 [01:25<01:40, 80.50it/s]\n6159 26.5124 : 43%|████▎ | 6163/14234 [01:25<01:47, 75.11it/s]\n6159 26.5124 : 43%|████▎ | 6171/14234 [01:25<01:58, 68.03it/s]\n6159 26.5124 : 43%|████▎ | 6178/14234 [01:25<02:07, 63.31it/s]\n6179 22.3341 : 43%|████▎ | 6178/14234 [01:25<02:07, 63.31it/s]\n6179 22.3341 : 43%|████▎ | 6185/14234 [01:25<02:15, 59.26it/s]\n6179 22.3341 : 44%|████▎ | 6192/14234 [01:25<02:22, 56.39it/s]\n6179 22.3341 : 44%|████▎ | 6198/14234 [01:26<02:26, 54.99it/s]\n6199 22.8100 : 44%|████▎ | 6198/14234 [01:26<02:26, 54.99it/s]\n6199 22.8100 : 44%|████▎ | 6204/14234 [01:26<02:26, 54.73it/s]\n6199 22.8100 : 44%|████▎ | 6212/14234 [01:26<02:11, 61.05it/s]\n6219 12.3894 : 44%|████▎ | 6212/14234 [01:26<02:11, 61.05it/s]\n6219 12.3894 : 44%|████▎ | 6223/14234 [01:26<01:48, 74.00it/s]\n6219 12.3894 : 44%|████▍ | 6234/14234 [01:26<01:37, 82.42it/s]\n6239 22.3471 : 44%|████▍ | 6234/14234 [01:26<01:37, 82.42it/s]\n6239 22.3471 : 44%|████▍ | 6244/14234 [01:26<01:34, 84.80it/s]\n6239 22.3471 : 44%|████▍ | 6253/14234 [01:26<01:35, 83.43it/s]\n6259 24.9369 : 44%|████▍ | 6253/14234 [01:26<01:35, 83.43it/s]\n6259 24.9369 : 44%|████▍ | 6262/14234 [01:26<01:38, 80.55it/s]\n6259 24.9369 : 44%|████▍ | 6271/14234 [01:27<01:46, 74.95it/s]\n6259 24.9369 : 44%|████▍ | 6279/14234 [01:27<01:58, 66.99it/s]\n6279 25.0362 : 44%|████▍ | 6279/14234 [01:27<01:58, 66.99it/s]\n6279 25.0362 : 44%|████▍ | 6286/14234 [01:27<02:09, 61.29it/s]\n6279 25.0362 : 44%|████▍ | 6293/14234 [01:27<02:17, 57.92it/s]\n6279 25.0362 : 44%|████▍ | 6299/14234 [01:27<02:22, 55.57it/s]\n6299 25.4718 : 44%|████▍ | 6299/14234 [01:27<02:22, 55.57it/s]\n6299 25.4718 : 44%|████▍ | 6305/14234 [01:27<02:26, 54.30it/s]\n6299 25.4718 : 44%|████▍ | 6311/14234 [01:27<02:25, 54.48it/s]\n6319 11.9741 : 44%|████▍ | 6311/14234 [01:27<02:25, 54.48it/s]\n6319 11.9741 : 44%|████▍ | 6320/14234 [01:27<02:06, 62.57it/s]\n6319 11.9741 : 44%|████▍ | 6332/14234 [01:28<01:43, 76.13it/s]\n6339 16.9171 : 44%|████▍ | 6332/14234 [01:28<01:43, 76.13it/s]\n6339 16.9171 : 45%|████▍ | 6343/14234 [01:28<01:34, 83.31it/s]\n6339 16.9171 : 45%|████▍ | 6352/14234 [01:28<01:33, 84.67it/s]\n6359 23.0474 : 45%|████▍ | 6352/14234 [01:28<01:33, 84.67it/s]\n6359 23.0474 : 45%|████▍ | 6361/14234 [01:28<01:34, 83.45it/s]\n6359 23.0474 : 45%|████▍ | 6370/14234 [01:28<01:37, 80.38it/s]\n6359 23.0474 : 45%|████▍ | 6379/14234 [01:28<01:46, 73.97it/s]\n6379 28.1172 : 45%|████▍ | 6379/14234 [01:28<01:46, 73.97it/s]\n6379 28.1172 : 45%|████▍ | 6387/14234 [01:28<01:58, 66.30it/s]\n6379 28.1172 : 45%|████▍ | 6394/14234 [01:28<02:05, 62.37it/s]\n6399 25.2986 : 45%|████▍ | 6394/14234 [01:28<02:05, 62.37it/s]\n6399 25.2986 : 45%|████▍ | 6401/14234 [01:29<02:14, 58.28it/s]\n6399 25.2986 : 45%|████▌ | 6407/14234 [01:29<02:19, 56.04it/s]\n6399 25.2986 : 45%|████▌ | 6413/14234 [01:29<02:21, 55.14it/s]\n6399 25.2986 : 45%|████▌ | 6419/14234 [01:29<02:19, 55.96it/s]\n6419 22.1609 : 45%|████▌ | 6419/14234 [01:29<02:19, 55.96it/s]\n6419 22.1609 : 45%|████▌ | 6429/14234 [01:29<01:57, 66.41it/s]\n6439 13.9802 : 45%|████▌ | 6429/14234 [01:29<01:57, 66.41it/s]\n6439 13.9802 : 45%|████▌ | 6440/14234 [01:29<01:40, 77.55it/s]\n6439 13.9802 : 45%|████▌ | 6450/14234 [01:29<01:33, 82.82it/s]\n6439 13.9802 : 45%|████▌ | 6459/14234 [01:29<01:33, 83.38it/s]\n6459 20.9601 : 45%|████▌ | 6459/14234 [01:29<01:33, 83.38it/s]\n6459 20.9601 : 45%|████▌ | 6468/14234 [01:29<01:34, 82.04it/s]\n6459 20.9601 : 46%|████▌ | 6477/14234 [01:30<01:38, 78.51it/s]\n6479 27.9940 : 46%|████▌ | 6477/14234 [01:30<01:38, 78.51it/s]\n6479 27.9940 : 46%|████▌ | 6485/14234 [01:30<01:46, 72.88it/s]\n6479 27.9940 : 46%|████▌ | 6493/14234 [01:30<01:57, 65.83it/s]\n6499 22.4254 : 46%|████▌ | 6493/14234 [01:30<01:57, 65.83it/s]\n6499 22.4254 : 46%|████▌ | 6500/14234 [01:30<02:05, 61.72it/s]\n6499 22.4254 : 46%|████▌ | 6507/14234 [01:30<02:13, 57.83it/s]\n6499 22.4254 : 46%|████▌ | 6513/14234 [01:30<02:19, 55.35it/s]\n6499 22.4254 : 46%|████▌ | 6519/14234 [01:30<02:22, 54.11it/s]\n6519 23.8125 : 46%|████▌ | 6519/14234 [01:30<02:22, 54.11it/s]\n6519 23.8125 : 46%|████▌ | 6525/14234 [01:30<02:21, 54.50it/s]\n6519 23.8125 : 46%|████▌ | 6534/14234 [01:31<02:01, 63.27it/s]\n6539 12.2604 : 46%|████▌ | 6534/14234 [01:31<02:01, 63.27it/s]\n6539 12.2604 : 46%|████▌ | 6545/14234 [01:31<01:41, 75.63it/s]\n6539 12.2604 : 46%|████▌ | 6556/14234 [01:31<01:32, 82.74it/s]\n6559 20.5183 : 46%|████▌ | 6556/14234 [01:31<01:32, 82.74it/s]\n6559 20.5183 : 46%|████▌ | 6565/14234 [01:31<01:31, 83.88it/s]\n6559 20.5183 : 46%|████▌ | 6574/14234 [01:31<01:32, 83.19it/s]\n6579 24.1894 : 46%|████▌ | 6574/14234 [01:31<01:32, 83.19it/s]\n6579 24.1894 : 46%|████▌ | 6583/14234 [01:31<01:36, 79.58it/s]\n6579 24.1894 : 46%|████▋ | 6592/14234 [01:31<01:44, 73.04it/s]\n6599 22.6821 : 46%|████▋ | 6592/14234 [01:31<01:44, 73.04it/s]\n6599 22.6821 : 46%|████▋ | 6600/14234 [01:31<01:56, 65.80it/s]\n6599 22.6821 : 46%|████▋ | 6607/14234 [01:32<02:03, 61.53it/s]\n6599 22.6821 : 46%|████▋ | 6614/14234 [01:32<02:11, 58.08it/s]\n6619 24.4406 : 46%|████▋ | 6614/14234 [01:32<02:11, 58.08it/s]\n6619 24.4406 : 47%|████▋ | 6620/14234 [01:32<02:17, 55.38it/s]\n6619 24.4406 : 47%|████▋ | 6626/14234 [01:32<02:19, 54.50it/s]\n6619 24.4406 : 47%|████▋ | 6632/14234 [01:32<02:19, 54.65it/s]\n6639 11.9820 : 47%|████▋ | 6632/14234 [01:32<02:19, 54.65it/s]\n6639 11.9820 : 47%|████▋ | 6641/14234 [01:32<01:59, 63.41it/s]\n6639 11.9820 : 47%|████▋ | 6652/14234 [01:32<01:40, 75.82it/s]\n6659 15.2836 : 47%|████▋ | 6652/14234 [01:32<01:40, 75.82it/s]\n6659 15.2836 : 47%|████▋ | 6663/14234 [01:32<01:31, 82.91it/s]\n6659 15.2836 : 47%|████▋ | 6672/14234 [01:32<01:29, 84.18it/s]\n6679 21.0445 : 47%|████▋ | 6672/14234 [01:33<01:29, 84.18it/s]\n6679 21.0445 : 47%|████▋ | 6681/14234 [01:33<01:30, 83.39it/s]\n6679 21.0445 : 47%|████▋ | 6690/14234 [01:33<01:34, 79.94it/s]\n6679 21.0445 : 47%|████▋ | 6699/14234 [01:33<01:42, 73.58it/s]\n6699 26.5444 : 47%|████▋ | 6699/14234 [01:33<01:42, 73.58it/s]\n6699 26.5444 : 47%|████▋ | 6707/14234 [01:33<01:52, 67.07it/s]\n6699 26.5444 : 47%|████▋ | 6714/14234 [01:33<02:02, 61.26it/s]\n6719 23.3560 : 47%|████▋ | 6714/14234 [01:33<02:02, 61.26it/s]\n6719 23.3560 : 47%|████▋ | 6721/14234 [01:33<02:11, 57.19it/s]\n6719 23.3560 : 47%|████▋ | 6727/14234 [01:33<02:16, 54.98it/s]\n6719 23.3560 : 47%|████▋ | 6733/14234 [01:33<02:20, 53.58it/s]\n6719 23.3560 : 47%|████▋ | 6739/14234 [01:34<02:20, 53.46it/s]\n6739 20.3802 : 47%|████▋ | 6739/14234 [01:34<02:20, 53.46it/s]\n6739 20.3802 : 47%|████▋ | 6747/14234 [01:34<02:04, 60.23it/s]\n6739 20.3802 : 47%|████▋ | 6758/14234 [01:34<01:41, 73.32it/s]\n6759 13.5773 : 47%|████▋ | 6758/14234 [01:34<01:41, 73.32it/s]\n6759 13.5773 : 48%|████▊ | 6768/14234 [01:34<01:32, 80.41it/s]\n6759 13.5773 : 48%|████▊ | 6777/14234 [01:34<01:30, 82.74it/s]\n6779 21.8913 : 48%|████▊ | 6777/14234 [01:34<01:30, 82.74it/s]\n6779 21.8913 : 48%|████▊ | 6786/14234 [01:34<01:30, 82.56it/s]\n6779 21.8913 : 48%|████▊ | 6795/14234 [01:34<01:33, 79.90it/s]\n6799 26.8886 : 48%|████▊ | 6795/14234 [01:34<01:33, 79.90it/s]\n6799 26.8886 : 48%|████▊ | 6804/14234 [01:34<01:39, 74.34it/s]\n6799 26.8886 : 48%|████▊ | 6812/14234 [01:35<01:49, 67.80it/s]\n6799 26.8886 : 48%|████▊ | 6819/14234 [01:35<01:57, 63.03it/s]\n6819 25.5107 : 48%|████▊ | 6819/14234 [01:35<01:57, 63.03it/s]\n6819 25.5107 : 48%|████▊ | 6826/14234 [01:35<02:06, 58.41it/s]\n6819 25.5107 : 48%|████▊ | 6832/14234 [01:35<02:14, 55.05it/s]\n6819 25.5107 : 48%|████▊ | 6838/14234 [01:35<02:20, 52.51it/s]\n6839 24.4204 : 48%|████▊ | 6838/14234 [01:35<02:20, 52.51it/s]\n6839 24.4204 : 48%|████▊ | 6844/14234 [01:35<02:24, 51.04it/s]\n6839 24.4204 : 48%|████▊ | 6850/14234 [01:35<02:19, 52.75it/s]\n6859 12.5719 : 48%|████▊ | 6850/14234 [01:35<02:19, 52.75it/s]\n6859 12.5719 : 48%|████▊ | 6861/14234 [01:35<01:49, 67.23it/s]\n6859 12.5719 : 48%|████▊ | 6872/14234 [01:35<01:35, 77.40it/s]\n6879 22.9551 : 48%|████▊ | 6872/14234 [01:36<01:35, 77.40it/s]\n6879 22.9551 : 48%|████▊ | 6882/14234 [01:36<01:30, 81.31it/s]\n6879 22.9551 : 48%|████▊ | 6891/14234 [01:36<01:29, 81.68it/s]\n6899 26.1379 : 48%|████▊ | 6891/14234 [01:36<01:29, 81.68it/s]\n6899 26.1379 : 48%|████▊ | 6900/14234 [01:36<01:31, 79.76it/s]\n6899 26.1379 : 49%|████▊ | 6909/14234 [01:36<01:38, 74.63it/s]\n6899 26.1379 : 49%|████▊ | 6917/14234 [01:36<01:48, 67.66it/s]\n6919 25.7654 : 49%|████▊ | 6917/14234 [01:36<01:48, 67.66it/s]\n6919 25.7654 : 49%|████▊ | 6924/14234 [01:36<01:55, 63.49it/s]\n6919 25.7654 : 49%|████▊ | 6931/14234 [01:36<02:04, 58.61it/s]\n6919 25.7654 : 49%|████▊ | 6937/14234 [01:37<02:12, 55.14it/s]\n6939 26.6380 : 49%|████▊ | 6937/14234 [01:37<02:12, 55.14it/s]\n6939 26.6380 : 49%|████▉ | 6943/14234 [01:37<02:20, 51.71it/s]\n6939 26.6380 : 49%|████▉ | 6949/14234 [01:37<02:24, 50.51it/s]\n6939 26.6380 : 49%|████▉ | 6955/14234 [01:37<02:22, 51.24it/s]\n6959 12.1003 : 49%|████▉ | 6955/14234 [01:37<02:22, 51.24it/s]\n6959 12.1003 : 49%|████▉ | 6965/14234 [01:37<01:55, 62.91it/s]\n6959 12.1003 : 49%|████▉ | 6976/14234 [01:37<01:37, 74.63it/s]\n6979 18.4994 : 49%|████▉ | 6976/14234 [01:37<01:37, 74.63it/s]\n6979 18.4994 : 49%|████▉ | 6986/14234 [01:37<01:30, 80.47it/s]\n6979 18.4994 : 49%|████▉ | 6995/14234 [01:37<01:28, 81.89it/s]\n6999 25.1249 : 49%|████▉ | 6995/14234 [01:37<01:28, 81.89it/s]\n6999 25.1249 : 49%|████▉ | 7004/14234 [01:37<01:29, 81.15it/s]\n6999 25.1249 : 49%|████▉ | 7013/14234 [01:38<01:34, 76.05it/s]\n7019 30.4527 : 49%|████▉ | 7013/14234 [01:38<01:34, 76.05it/s]\n7019 30.4527 : 49%|████▉ | 7021/14234 [01:38<01:43, 69.74it/s]\n7019 30.4527 : 49%|████▉ | 7029/14234 [01:38<01:50, 64.95it/s]\n7019 30.4527 : 49%|████▉ | 7036/14234 [01:38<01:58, 60.61it/s]\n7039 26.1329 : 49%|████▉ | 7036/14234 [01:38<01:58, 60.61it/s]\n7039 26.1329 : 49%|████▉ | 7043/14234 [01:38<02:08, 55.76it/s]\n7039 26.1329 : 50%|████▉ | 7049/14234 [01:38<02:17, 52.23it/s]\n7039 26.1329 : 50%|████▉ | 7055/14234 [01:38<02:21, 50.80it/s]\n7059 25.1667 : 50%|████▉ | 7055/14234 [01:38<02:21, 50.80it/s]\n7059 25.1667 : 50%|████▉ | 7061/14234 [01:38<02:19, 51.55it/s]\n7059 25.1667 : 50%|████▉ | 7070/14234 [01:39<01:58, 60.53it/s]\n7079 13.7786 : 50%|████▉ | 7070/14234 [01:39<01:58, 60.53it/s]\n7079 13.7786 : 50%|████▉ | 7081/14234 [01:39<01:38, 72.67it/s]\n7079 13.7786 : 50%|████▉ | 7091/14234 [01:39<01:29, 79.59it/s]\n7099 23.0216 : 50%|████▉ | 7091/14234 [01:39<01:29, 79.59it/s]\n7099 23.0216 : 50%|████▉ | 7100/14234 [01:39<01:27, 81.54it/s]\n7099 23.0216 : 50%|████▉ | 7109/14234 [01:39<01:27, 81.26it/s]\n7099 23.0216 : 50%|█████ | 7118/14234 [01:39<01:32, 76.67it/s]\n7119 29.4750 : 50%|█████ | 7118/14234 [01:39<01:32, 76.67it/s]\n7119 29.4750 : 50%|█████ | 7126/14234 [01:39<01:41, 69.88it/s]\n7119 29.4750 : 50%|█████ | 7134/14234 [01:39<01:48, 65.30it/s]\n7139 28.2934 : 50%|█████ | 7134/14234 [01:40<01:48, 65.30it/s]\n7139 28.2934 : 50%|█████ | 7141/14234 [01:40<01:55, 61.62it/s]\n7139 28.2934 : 50%|█████ | 7148/14234 [01:40<02:03, 57.40it/s]\n7139 28.2934 : 50%|█████ | 7154/14234 [01:40<02:11, 53.84it/s]\n7159 25.2976 : 50%|█████ | 7154/14234 [01:40<02:11, 53.84it/s]\n7159 25.2976 : 50%|█████ | 7160/14234 [01:40<02:19, 50.83it/s]\n7159 25.2976 : 50%|█████ | 7166/14234 [01:40<02:22, 49.55it/s]\n7159 25.2976 : 50%|█████ | 7173/14234 [01:40<02:10, 53.97it/s]\n7179 12.1557 : 50%|█████ | 7173/14234 [01:40<02:10, 53.97it/s]\n7179 12.1557 : 50%|█████ | 7184/14234 [01:40<01:43, 67.82it/s]\n7179 12.1557 : 51%|█████ | 7195/14234 [01:40<01:31, 77.13it/s]\n7199 18.3785 : 51%|█████ | 7195/14234 [01:40<01:31, 77.13it/s]\n7199 18.3785 : 51%|█████ | 7205/14234 [01:41<01:26, 80.96it/s]\n7199 18.3785 : 51%|█████ | 7214/14234 [01:41<01:26, 81.41it/s]\n7219 27.5557 : 51%|█████ | 7214/14234 [01:41<01:26, 81.41it/s]\n7219 27.5557 : 51%|█████ | 7223/14234 [01:41<01:29, 78.16it/s]\n7219 27.5557 : 51%|█████ | 7231/14234 [01:41<01:36, 72.23it/s]\n7219 27.5557 : 51%|█████ | 7239/14234 [01:41<01:45, 66.36it/s]\n7239 30.4208 : 51%|█████ | 7239/14234 [01:41<01:45, 66.36it/s]\n7239 30.4208 : 51%|█████ | 7246/14234 [01:41<01:50, 63.21it/s]\n7239 30.4208 : 51%|█████ | 7253/14234 [01:41<01:57, 59.52it/s]\n7259 26.5787 : 51%|█████ | 7253/14234 [01:41<01:57, 59.52it/s]\n7259 26.5787 : 51%|█████ | 7260/14234 [01:41<02:06, 55.03it/s]\n7259 26.5787 : 51%|█████ | 7266/14234 [01:42<02:13, 52.23it/s]\n7259 26.5787 : 51%|█████ | 7272/14234 [01:42<02:19, 50.02it/s]\n7259 26.5787 : 51%|█████ | 7278/14234 [01:42<02:15, 51.18it/s]\n7279 11.2096 : 51%|█████ | 7278/14234 [01:42<02:15, 51.18it/s]\n7279 11.2096 : 51%|█████ | 7289/14234 [01:42<01:45, 65.54it/s]\n7299 14.3201 : 51%|█████ | 7289/14234 [01:42<01:45, 65.54it/s]\n7299 14.3201 : 51%|█████▏ | 7300/14234 [01:42<01:31, 76.18it/s]\n7299 14.3201 : 51%|█████▏ | 7310/14234 [01:42<01:24, 81.67it/s]\n7299 14.3201 : 51%|█████▏ | 7319/14234 [01:42<01:23, 82.53it/s]\n7319 22.9776 : 51%|█████▏ | 7319/14234 [01:42<01:23, 82.53it/s]\n7319 22.9776 : 51%|█████▏ | 7328/14234 [01:42<01:25, 80.80it/s]\n7319 22.9776 : 52%|█████▏ | 7337/14234 [01:43<01:32, 74.74it/s]\n7339 29.0665 : 52%|█████▏ | 7337/14234 [01:43<01:32, 74.74it/s]\n7339 29.0665 : 52%|█████▏ | 7345/14234 [01:43<01:40, 68.35it/s]\n7339 29.0665 : 52%|█████▏ | 7353/14234 [01:43<01:46, 64.84it/s]\n7359 25.8428 : 52%|█████▏ | 7353/14234 [01:43<01:46, 64.84it/s]\n7359 25.8428 : 52%|█████▏ | 7360/14234 [01:43<01:51, 61.55it/s]\n7359 25.8428 : 52%|█████▏ | 7367/14234 [01:43<01:57, 58.35it/s]\n7359 25.8428 : 52%|█████▏ | 7373/14234 [01:43<02:02, 55.83it/s]\n7359 25.8428 : 52%|█████▏ | 7379/14234 [01:43<02:07, 53.77it/s]\n7379 25.3286 : 52%|█████▏ | 7379/14234 [01:43<02:07, 53.77it/s]\n7379 25.3286 : 52%|█████▏ | 7385/14234 [01:43<02:09, 53.00it/s]\n7379 25.3286 : 52%|█████▏ | 7396/14234 [01:44<01:42, 66.89it/s]\n7399 11.5005 : 52%|█████▏ | 7396/14234 [01:44<01:42, 66.89it/s]\n7399 11.5005 : 52%|█████▏ | 7407/14234 [01:44<01:27, 77.66it/s]\n7399 11.5005 : 52%|█████▏ | 7417/14234 [01:44<01:21, 83.26it/s]\n7419 20.6014 : 52%|█████▏ | 7417/14234 [01:44<01:21, 83.26it/s]\n7419 20.6014 : 52%|█████▏ | 7426/14234 [01:44<01:21, 83.65it/s]\n7419 20.6014 : 52%|█████▏ | 7435/14234 [01:44<01:22, 81.98it/s]\n7439 26.0764 : 52%|█████▏ | 7435/14234 [01:44<01:22, 81.98it/s]\n7439 26.0764 : 52%|█████▏ | 7444/14234 [01:44<01:28, 76.44it/s]\n7439 26.0764 : 52%|█████▏ | 7452/14234 [01:44<01:37, 69.39it/s]\n7459 28.8784 : 52%|█████▏ | 7452/14234 [01:44<01:37, 69.39it/s]\n7459 28.8784 : 52%|█████▏ | 7460/14234 [01:44<01:43, 65.20it/s]\n7459 28.8784 : 52%|█████▏ | 7467/14234 [01:45<01:49, 61.96it/s]\n7459 28.8784 : 53%|█████▎ | 7474/14234 [01:45<01:56, 57.86it/s]\n7479 26.7243 : 53%|█████▎ | 7474/14234 [01:45<01:56, 57.86it/s]\n7479 26.7243 : 53%|█████▎ | 7480/14234 [01:45<02:02, 54.92it/s]\n7479 26.7243 : 53%|█████▎ | 7486/14234 [01:45<02:07, 52.96it/s]\n7479 26.7243 : 53%|█████▎ | 7492/14234 [01:45<02:06, 53.44it/s]\n7499 10.6352 : 53%|█████▎ | 7492/14234 [01:45<02:06, 53.44it/s]\n7499 10.6352 : 53%|█████▎ | 7503/14234 [01:45<01:39, 67.46it/s]\n7499 10.6352 : 53%|█████▎ | 7514/14234 [01:45<01:25, 78.46it/s]\n7519 14.4765 : 53%|█████▎ | 7514/14234 [01:45<01:25, 78.46it/s]\n7519 14.4765 : 53%|█████▎ | 7524/14234 [01:45<01:20, 83.79it/s]\n7519 14.4765 : 53%|█████▎ | 7533/14234 [01:45<01:19, 84.65it/s]\n7539 24.2297 : 53%|█████▎ | 7533/14234 [01:46<01:19, 84.65it/s]\n7539 24.2297 : 53%|█████▎ | 7542/14234 [01:46<01:20, 82.77it/s]\n7539 24.2297 : 53%|█████▎ | 7551/14234 [01:46<01:26, 77.52it/s]\n7539 24.2297 : 53%|█████▎ | 7559/14234 [01:46<01:34, 70.33it/s]\n7559 26.8819 : 53%|█████▎ | 7559/14234 [01:46<01:34, 70.33it/s]\n7559 26.8819 : 53%|█████▎ | 7567/14234 [01:46<01:40, 66.12it/s]\n7559 26.8819 : 53%|█████▎ | 7574/14234 [01:46<01:45, 62.87it/s]\n7579 26.8147 : 53%|█████▎ | 7574/14234 [01:46<01:45, 62.87it/s]\n7579 26.8147 : 53%|█████▎ | 7581/14234 [01:46<01:51, 59.82it/s]\n7579 26.8147 : 53%|█████▎ | 7588/14234 [01:46<01:56, 56.85it/s]\n7579 26.8147 : 53%|█████▎ | 7594/14234 [01:46<02:01, 54.56it/s]\n7599 10.0583 : 53%|█████▎ | 7594/14234 [01:47<02:01, 54.56it/s]\n7599 10.0583 : 53%|█████▎ | 7600/14234 [01:47<01:59, 55.67it/s]\n7599 10.0583 : 53%|█████▎ | 7611/14234 [01:47<01:35, 69.57it/s]\n7619 11.7394 : 53%|█████▎ | 7611/14234 [01:47<01:35, 69.57it/s]\n7619 11.7394 : 54%|█████▎ | 7622/14234 [01:47<01:22, 79.76it/s]\n7619 11.7394 : 54%|█████▎ | 7632/14234 [01:47<01:17, 85.10it/s]\n7639 23.6255 : 54%|█████▎ | 7632/14234 [01:47<01:17, 85.10it/s]\n7639 23.6255 : 54%|█████▎ | 7641/14234 [01:47<01:17, 85.00it/s]\n7639 23.6255 : 54%|█████▎ | 7650/14234 [01:47<01:19, 82.99it/s]\n7639 23.6255 : 54%|█████▍ | 7659/14234 [01:47<01:24, 77.91it/s]\n7659 26.1241 : 54%|█████▍ | 7659/14234 [01:47<01:24, 77.91it/s]\n7659 26.1241 : 54%|█████▍ | 7667/14234 [01:47<01:33, 70.55it/s]\n7659 26.1241 : 54%|█████▍ | 7675/14234 [01:48<01:39, 65.74it/s]\n7679 25.6150 : 54%|█████▍ | 7675/14234 [01:48<01:39, 65.74it/s]\n7679 25.6150 : 54%|█████▍ | 7682/14234 [01:48<01:45, 62.30it/s]\n7679 25.6150 : 54%|█████▍ | 7689/14234 [01:48<01:50, 59.16it/s]\n7679 25.6150 : 54%|█████▍ | 7696/14234 [01:48<01:54, 56.92it/s]\n7699 26.7349 : 54%|█████▍ | 7696/14234 [01:48<01:54, 56.92it/s]\n7699 26.7349 : 54%|█████▍ | 7702/14234 [01:48<01:56, 55.91it/s]\n7699 26.7349 : 54%|█████▍ | 7710/14234 [01:48<01:46, 61.08it/s]\n7719 11.4820 : 54%|█████▍ | 7710/14234 [01:48<01:46, 61.08it/s]\n7719 11.4820 : 54%|█████▍ | 7721/14234 [01:48<01:28, 73.55it/s]\n7719 11.4820 : 54%|█████▍ | 7732/14234 [01:48<01:18, 82.51it/s]\n7739 16.6629 : 54%|█████▍ | 7732/14234 [01:48<01:18, 82.51it/s]\n7739 16.6629 : 54%|█████▍ | 7742/14234 [01:48<01:15, 86.06it/s]\n7739 16.6629 : 54%|█████▍ | 7751/14234 [01:49<01:16, 84.80it/s]\n7759 22.1910 : 54%|█████▍ | 7751/14234 [01:49<01:16, 84.80it/s]\n7759 22.1910 : 55%|█████▍ | 7760/14234 [01:49<01:19, 81.03it/s]\n7759 22.1910 : 55%|█████▍ | 7769/14234 [01:49<01:25, 75.59it/s]\n7759 22.1910 : 55%|█████▍ | 7777/14234 [01:49<01:34, 67.97it/s]\n7779 25.4696 : 55%|█████▍ | 7777/14234 [01:49<01:34, 67.97it/s]\n7779 25.4696 : 55%|█████▍ | 7784/14234 [01:49<01:41, 63.79it/s]\n7779 25.4696 : 55%|█████▍ | 7791/14234 [01:49<01:46, 60.76it/s]\n7779 25.4696 : 55%|█████▍ | 7798/14234 [01:49<01:50, 58.15it/s]\n7799 28.1357 : 55%|█████▍ | 7798/14234 [01:49<01:50, 58.15it/s]\n7799 28.1357 : 55%|█████▍ | 7804/14234 [01:49<01:54, 56.20it/s]\n7799 28.1357 : 55%|█████▍ | 7810/14234 [01:50<01:56, 54.96it/s]\n7799 28.1357 : 55%|█████▍ | 7819/14234 [01:50<01:41, 63.39it/s]\n7819 10.3842 : 55%|█████▍ | 7819/14234 [01:50<01:41, 63.39it/s]\n7819 10.3842 : 55%|█████▌ | 7830/14234 [01:50<01:24, 75.59it/s]\n7839 12.5240 : 55%|█████▌ | 7830/14234 [01:50<01:24, 75.59it/s]\n7839 12.5240 : 55%|█████▌ | 7841/14234 [01:50<01:16, 83.72it/s]\n7839 12.5240 : 55%|█████▌ | 7851/14234 [01:50<01:13, 86.73it/s]\n7859 22.2825 : 55%|█████▌ | 7851/14234 [01:50<01:13, 86.73it/s]\n7859 22.2825 : 55%|█████▌ | 7860/14234 [01:50<01:15, 84.40it/s]\n7859 22.2825 : 55%|█████▌ | 7869/14234 [01:50<01:19, 79.93it/s]\n7859 22.2825 : 55%|█████▌ | 7878/14234 [01:50<01:25, 74.27it/s]\n7879 25.7678 : 55%|█████▌ | 7878/14234 [01:50<01:25, 74.27it/s]\n7879 25.7678 : 55%|█████▌ | 7886/14234 [01:51<01:35, 66.21it/s]\n7879 25.7678 : 55%|█████▌ | 7893/14234 [01:51<01:42, 61.70it/s]\n7899 27.9750 : 55%|█████▌ | 7893/14234 [01:51<01:42, 61.70it/s]\n7899 27.9750 : 56%|█████▌ | 7900/14234 [01:51<01:46, 59.46it/s]\n7899 27.9750 : 56%|█████▌ | 7907/14234 [01:51<01:50, 57.07it/s]\n7899 27.9750 : 56%|█████▌ | 7913/14234 [01:51<01:53, 55.75it/s]\n7899 27.9750 : 56%|█████▌ | 7919/14234 [01:51<01:52, 55.91it/s]\n7919 10.7812 : 56%|█████▌ | 7919/14234 [01:51<01:52, 55.91it/s]\n7919 10.7812 : 56%|█████▌ | 7930/14234 [01:51<01:31, 68.95it/s]\n7939 11.3398 : 56%|█████▌ | 7930/14234 [01:51<01:31, 68.95it/s]\n7939 11.3398 : 56%|█████▌ | 7941/14234 [01:51<01:18, 79.72it/s]\n7939 11.3398 : 56%|█████▌ | 7952/14234 [01:51<01:13, 86.04it/s]\n7959 20.5838 : 56%|█████▌ | 7952/14234 [01:52<01:13, 86.04it/s]\n7959 20.5838 : 56%|█████▌ | 7961/14234 [01:52<01:12, 86.09it/s]\n7959 20.5838 : 56%|█████▌ | 7970/14234 [01:52<01:15, 82.85it/s]\n7959 20.5838 : 56%|█████▌ | 7979/14234 [01:52<01:19, 78.31it/s]\n7979 25.5952 : 56%|█████▌ | 7979/14234 [01:52<01:19, 78.31it/s]\n7979 25.5952 : 56%|█████▌ | 7987/14234 [01:52<01:27, 71.40it/s]\n7979 25.5952 : 56%|█████▌ | 7995/14234 [01:52<01:35, 65.01it/s]\n7999 23.3812 : 56%|█████▌ | 7995/14234 [01:52<01:35, 65.01it/s]\n7999 23.3812 : 56%|█████▌ | 8002/14234 [01:52<01:41, 61.33it/s]\n7999 23.3812 : 56%|█████▋ | 8009/14234 [01:52<01:44, 59.50it/s]\n7999 23.3812 : 56%|█████▋ | 8016/14234 [01:53<01:47, 57.79it/s]\n8019 27.9415 : 56%|█████▋ | 8016/14234 [01:53<01:47, 57.79it/s]\n8019 27.9415 : 56%|█████▋ | 8022/14234 [01:53<01:48, 57.39it/s]\n8019 27.9415 : 56%|█████▋ | 8029/14234 [01:53<01:43, 60.06it/s]\n8039 10.6446 : 56%|█████▋ | 8029/14234 [01:53<01:43, 60.06it/s]\n8039 10.6446 : 56%|█████▋ | 8040/14234 [01:53<01:25, 72.59it/s]\n8039 10.6446 : 57%|█████▋ | 8051/14234 [01:53<01:15, 81.90it/s]\n8059 16.9994 : 57%|█████▋ | 8051/14234 [01:53<01:15, 81.90it/s]\n8059 16.9994 : 57%|█████▋ | 8061/14234 [01:53<01:11, 85.92it/s]\n8059 16.9994 : 57%|█████▋ | 8070/14234 [01:53<01:12, 85.22it/s]\n8059 16.9994 : 57%|█████▋ | 8079/14234 [01:53<01:15, 81.37it/s]\n8079 24.9732 : 57%|█████▋ | 8079/14234 [01:53<01:15, 81.37it/s]\n8079 24.9732 : 57%|█████▋ | 8088/14234 [01:53<01:20, 76.60it/s]\n8079 24.9732 : 57%|█████▋ | 8096/14234 [01:54<01:28, 69.67it/s]\n8099 27.5706 : 57%|█████▋ | 8096/14234 [01:54<01:28, 69.67it/s]\n8099 27.5706 : 57%|█████▋ | 8104/14234 [01:54<01:35, 64.11it/s]\n8099 27.5706 : 57%|█████▋ | 8111/14234 [01:54<01:40, 61.13it/s]\n8099 27.5706 : 57%|█████▋ | 8118/14234 [01:54<01:41, 60.01it/s]\n8119 29.0692 : 57%|█████▋ | 8118/14234 [01:54<01:41, 60.01it/s]\n8119 29.0692 : 57%|█████▋ | 8125/14234 [01:54<01:43, 58.91it/s]\n8119 29.0692 : 57%|█████▋ | 8131/14234 [01:54<01:44, 58.55it/s]\n8139 10.1628 : 57%|█████▋ | 8131/14234 [01:54<01:44, 58.55it/s]\n8139 10.1628 : 57%|█████▋ | 8140/14234 [01:54<01:32, 65.82it/s]\n8139 10.1628 : 57%|█████▋ | 8151/14234 [01:54<01:18, 77.50it/s]\n8159 11.5190 : 57%|█████▋ | 8151/14234 [01:54<01:18, 77.50it/s]\n8159 11.5190 : 57%|█████▋ | 8162/14234 [01:55<01:11, 85.19it/s]\n8159 11.5190 : 57%|█████▋ | 8172/14234 [01:55<01:09, 87.08it/s]\n8179 20.4312 : 57%|█████▋ | 8172/14234 [01:55<01:09, 87.08it/s]\n8179 20.4312 : 57%|█████▋ | 8181/14234 [01:55<01:11, 84.08it/s]\n8179 20.4312 : 58%|█████▊ | 8190/14234 [01:55<01:16, 79.24it/s]\n8179 20.4312 : 58%|█████▊ | 8199/14234 [01:55<01:21, 73.94it/s]\n8199 23.4348 : 58%|█████▊ | 8199/14234 [01:55<01:21, 73.94it/s]\n8199 23.4348 : 58%|█████▊ | 8207/14234 [01:55<01:31, 66.16it/s]\n8199 23.4348 : 58%|█████▊ | 8214/14234 [01:55<01:36, 62.38it/s]\n8219 24.8823 : 58%|█████▊ | 8214/14234 [01:55<01:36, 62.38it/s]\n8219 24.8823 : 58%|█████▊ | 8221/14234 [01:55<01:39, 60.26it/s]\n8219 24.8823 : 58%|█████▊ | 8228/14234 [01:56<01:40, 59.68it/s]\n8219 24.8823 : 58%|█████▊ | 8235/14234 [01:56<01:40, 59.50it/s]\n8239 23.9106 : 58%|█████▊ | 8235/14234 [01:56<01:40, 59.50it/s]\n8239 23.9106 : 58%|█████▊ | 8241/14234 [01:56<01:41, 58.90it/s]\n8239 23.9106 : 58%|█████▊ | 8252/14234 [01:56<01:23, 71.74it/s]\n8259 10.5057 : 58%|█████▊ | 8252/14234 [01:56<01:23, 71.74it/s]\n8259 10.5057 : 58%|█████▊ | 8263/14234 [01:56<01:13, 81.35it/s]\n8259 10.5057 : 58%|█████▊ | 8273/14234 [01:56<01:08, 86.51it/s]\n8279 21.2695 : 58%|█████▊ | 8273/14234 [01:56<01:08, 86.51it/s]\n8279 21.2695 : 58%|█████▊ | 8282/14234 [01:56<01:09, 85.89it/s]\n8279 21.2695 : 58%|█████▊ | 8291/14234 [01:56<01:12, 82.25it/s]\n8299 27.7269 : 58%|█████▊ | 8291/14234 [01:56<01:12, 82.25it/s]\n8299 27.7269 : 58%|█████▊ | 8300/14234 [01:56<01:17, 76.95it/s]\n8299 27.7269 : 58%|█████▊ | 8308/14234 [01:57<01:23, 70.70it/s]\n8299 27.7269 : 58%|█████▊ | 8316/14234 [01:57<01:33, 63.51it/s]\n8319 23.0570 : 58%|█████▊ | 8316/14234 [01:57<01:33, 63.51it/s]\n8319 23.0570 : 58%|█████▊ | 8323/14234 [01:57<01:38, 60.15it/s]\n8319 23.0570 : 59%|█████▊ | 8330/14234 [01:57<01:39, 59.19it/s]\n8319 23.0570 : 59%|█████▊ | 8337/14234 [01:57<01:39, 59.09it/s]\n8339 28.9941 : 59%|█████▊ | 8337/14234 [01:57<01:39, 59.09it/s]\n8339 28.9941 : 59%|█████▊ | 8343/14234 [01:57<01:41, 58.06it/s]\n8339 28.9941 : 59%|█████▊ | 8349/14234 [01:57<01:40, 58.47it/s]\n8339 28.9941 : 59%|█████▊ | 8359/14234 [01:57<01:24, 69.66it/s]\n8359 10.5480 : 59%|█████▊ | 8359/14234 [01:57<01:24, 69.66it/s]\n8359 10.5480 : 59%|█████▉ | 8370/14234 [01:58<01:14, 78.89it/s]\n8379 18.4938 : 59%|█████▉ | 8370/14234 [01:58<01:14, 78.89it/s]\n8379 18.4938 : 59%|█████▉ | 8380/14234 [01:58<01:09, 83.68it/s]\n8379 18.4938 : 59%|█████▉ | 8389/14234 [01:58<01:09, 83.55it/s]\n8379 18.4938 : 59%|█████▉ | 8398/14234 [01:58<01:12, 80.06it/s]\n8399 23.8931 : 59%|█████▉ | 8398/14234 [01:58<01:12, 80.06it/s]\n8399 23.8931 : 59%|█████▉ | 8407/14234 [01:58<01:17, 75.22it/s]\n8399 23.8931 : 59%|█████▉ | 8415/14234 [01:58<01:23, 69.40it/s]\n8419 26.5799 : 59%|█████▉ | 8415/14234 [01:58<01:23, 69.40it/s]\n8419 26.5799 : 59%|█████▉ | 8423/14234 [01:58<01:32, 62.72it/s]\n8419 26.5799 : 59%|█████▉ | 8430/14234 [01:58<01:36, 60.36it/s]\n8419 26.5799 : 59%|█████▉ | 8437/14234 [01:59<01:38, 58.94it/s]\n8439 25.9767 : 59%|█████▉ | 8437/14234 [01:59<01:38, 58.94it/s]\n8439 25.9767 : 59%|█████▉ | 8443/14234 [01:59<01:38, 58.58it/s]\n8439 25.9767 : 59%|█████▉ | 8449/14234 [01:59<01:40, 57.53it/s]\n8439 25.9767 : 59%|█████▉ | 8455/14234 [01:59<01:41, 57.11it/s]\n8459 10.2426 : 59%|█████▉ | 8455/14234 [01:59<01:41, 57.11it/s]\n8459 10.2426 : 59%|█████▉ | 8466/14234 [01:59<01:21, 70.56it/s]\n8459 10.2426 : 60%|█████▉ | 8477/14234 [01:59<01:11, 80.69it/s]\n8479 11.7818 : 60%|█████▉ | 8477/14234 [01:59<01:11, 80.69it/s]\n8479 11.7818 : 60%|█████▉ | 8487/14234 [01:59<01:07, 85.65it/s]\n8479 11.7818 : 60%|█████▉ | 8496/14234 [01:59<01:07, 85.49it/s]\n8499 21.7947 : 60%|█████▉ | 8496/14234 [01:59<01:07, 85.49it/s]\n8499 21.7947 : 60%|█████▉ | 8505/14234 [01:59<01:10, 81.53it/s]\n8499 21.7947 : 60%|█████▉ | 8514/14234 [02:00<01:15, 75.69it/s]\n8519 27.5953 : 60%|█████▉ | 8514/14234 [02:00<01:15, 75.69it/s]\n8519 27.5953 : 60%|█████▉ | 8522/14234 [02:00<01:21, 70.29it/s]\n8519 27.5953 : 60%|█████▉ | 8530/14234 [02:00<01:29, 63.59it/s]\n8519 27.5953 : 60%|█████▉ | 8537/14234 [02:00<01:34, 60.13it/s]\n8539 23.2294 : 60%|█████▉ | 8537/14234 [02:00<01:34, 60.13it/s]\n8539 23.2294 : 60%|██████ | 8544/14234 [02:00<01:36, 58.98it/s]\n8539 23.2294 : 60%|██████ | 8550/14234 [02:00<01:37, 58.37it/s]\n8539 23.2294 : 60%|██████ | 8556/14234 [02:00<01:39, 57.13it/s]\n8559 26.7142 : 60%|██████ | 8556/14234 [02:00<01:39, 57.13it/s]\n8559 26.7142 : 60%|██████ | 8562/14234 [02:00<01:39, 57.27it/s]\n8559 26.7142 : 60%|██████ | 8573/14234 [02:01<01:20, 70.70it/s]\n8579 10.8181 : 60%|██████ | 8573/14234 [02:01<01:20, 70.70it/s]\n8579 10.8181 : 60%|██████ | 8584/14234 [02:01<01:10, 80.42it/s]\n8579 10.8181 : 60%|██████ | 8594/14234 [02:01<01:05, 85.67it/s]\n8599 21.0236 : 60%|██████ | 8594/14234 [02:01<01:05, 85.67it/s]\n8599 21.0236 : 60%|██████ | 8603/14234 [02:01<01:05, 85.51it/s]\n8599 21.0236 : 61%|██████ | 8612/14234 [02:01<01:08, 81.82it/s]\n8619 23.6948 : 61%|██████ | 8612/14234 [02:01<01:08, 81.82it/s]\n8619 23.6948 : 61%|██████ | 8621/14234 [02:01<01:13, 76.40it/s]\n8619 23.6948 : 61%|██████ | 8629/14234 [02:01<01:17, 71.94it/s]\n8619 23.6948 : 61%|██████ | 8637/14234 [02:01<01:26, 64.93it/s]\n8639 22.3323 : 61%|██████ | 8637/14234 [02:01<01:26, 64.93it/s]\n8639 22.3323 : 61%|██████ | 8644/14234 [02:02<01:31, 60.89it/s]\n8639 22.3323 : 61%|██████ | 8651/14234 [02:02<01:33, 59.52it/s]\n8639 22.3323 : 61%|██████ | 8658/14234 [02:02<01:35, 58.42it/s]\n8659 29.0121 : 61%|██████ | 8658/14234 [02:02<01:35, 58.42it/s]\n8659 29.0121 : 61%|██████ | 8664/14234 [02:02<01:38, 56.82it/s]\n8659 29.0121 : 61%|██████ | 8670/14234 [02:02<01:36, 57.37it/s]\n8679 10.8890 : 61%|██████ | 8670/14234 [02:02<01:36, 57.37it/s]\n8679 10.8890 : 61%|██████ | 8681/14234 [02:02<01:19, 70.10it/s]\n8679 10.8890 : 61%|██████ | 8692/14234 [02:02<01:09, 79.87it/s]\n8699 14.5365 : 61%|██████ | 8692/14234 [02:02<01:09, 79.87it/s]\n8699 14.5365 : 61%|██████ | 8702/14234 [02:02<01:05, 84.41it/s]\n8699 14.5365 : 61%|██████ | 8711/14234 [02:02<01:04, 85.21it/s]\n8719 23.2896 : 61%|██████ | 8711/14234 [02:03<01:04, 85.21it/s]\n8719 23.2896 : 61%|██████▏ | 8720/14234 [02:03<01:07, 81.74it/s]\n8719 23.2896 : 61%|██████▏ | 8729/14234 [02:03<01:11, 76.53it/s]\n8719 23.2896 : 61%|██████▏ | 8737/14234 [02:03<01:16, 72.16it/s]\n8739 26.6184 : 61%|██████▏ | 8737/14234 [02:03<01:16, 72.16it/s]\n8739 26.6184 : 61%|██████▏ | 8745/14234 [02:03<01:23, 65.52it/s]\n8739 26.6184 : 61%|██████▏ | 8752/14234 [02:03<01:29, 61.33it/s]\n8739 26.6184 : 62%|██████▏ | 8759/14234 [02:03<01:31, 59.85it/s]\n8759 22.5255 : 62%|██████▏ | 8759/14234 [02:03<01:31, 59.85it/s]\n8759 22.5255 : 62%|██████▏ | 8766/14234 [02:03<01:33, 58.57it/s]\n8759 22.5255 : 62%|██████▏ | 8772/14234 [02:03<01:35, 56.90it/s]\n8779 11.0433 : 62%|██████▏ | 8772/14234 [02:04<01:35, 56.90it/s]\n8779 11.0433 : 62%|██████▏ | 8780/14234 [02:04<01:29, 61.25it/s]\n8779 11.0433 : 62%|██████▏ | 8791/14234 [02:04<01:14, 73.34it/s]\n8799 11.1483 : 62%|██████▏ | 8791/14234 [02:04<01:14, 73.34it/s]\n8799 11.1483 : 62%|██████▏ | 8802/14234 [02:04<01:06, 81.32it/s]\n8799 11.1483 : 62%|██████▏ | 8812/14234 [02:04<01:03, 84.78it/s]\n8819 22.3862 : 62%|██████▏ | 8812/14234 [02:04<01:03, 84.78it/s]\n8819 22.3862 : 62%|██████▏ | 8821/14234 [02:04<01:04, 84.27it/s]\n8819 22.3862 : 62%|██████▏ | 8830/14234 [02:04<01:06, 80.69it/s]\n8819 22.3862 : 62%|██████▏ | 8839/14234 [02:04<01:11, 75.32it/s]\n8839 25.8602 : 62%|██████▏ | 8839/14234 [02:04<01:11, 75.32it/s]\n8839 25.8602 : 62%|██████▏ | 8847/14234 [02:04<01:16, 70.16it/s]\n8839 25.8602 : 62%|██████▏ | 8855/14234 [02:05<01:25, 62.70it/s]\n8859 22.4350 : 62%|██████▏ | 8855/14234 [02:05<01:25, 62.70it/s]\n8859 22.4350 : 62%|██████▏ | 8862/14234 [02:05<01:29, 59.94it/s]\n8859 22.4350 : 62%|██████▏ | 8869/14234 [02:05<01:30, 59.05it/s]\n8859 22.4350 : 62%|██████▏ | 8875/14234 [02:05<01:31, 58.25it/s]\n8879 22.0982 : 62%|██████▏ | 8875/14234 [02:05<01:31, 58.25it/s]\n8879 22.0982 : 62%|██████▏ | 8881/14234 [02:05<01:33, 56.95it/s]\n8879 22.0982 : 62%|██████▏ | 8891/14234 [02:05<01:20, 66.75it/s]\n8899 11.2935 : 62%|██████▏ | 8891/14234 [02:05<01:20, 66.75it/s]\n8899 11.2935 : 63%|██████▎ | 8902/14234 [02:05<01:09, 76.96it/s]\n8899 11.2935 : 63%|██████▎ | 8912/14234 [02:05<01:03, 83.24it/s]\n8919 15.8670 : 63%|██████▎ | 8912/14234 [02:05<01:03, 83.24it/s]\n8919 15.8670 : 63%|██████▎ | 8922/14234 [02:05<01:01, 85.73it/s]\n8919 15.8670 : 63%|██████▎ | 8931/14234 [02:06<01:02, 84.53it/s]\n8939 23.1249 : 63%|██████▎ | 8931/14234 [02:06<01:02, 84.53it/s]\n8939 23.1249 : 63%|██████▎ | 8940/14234 [02:06<01:06, 80.03it/s]\n8939 23.1249 : 63%|██████▎ | 8949/14234 [02:06<01:11, 74.36it/s]\n8939 23.1249 : 63%|██████▎ | 8957/14234 [02:06<01:17, 67.94it/s]\n8959 24.3120 : 63%|██████▎ | 8957/14234 [02:06<01:17, 67.94it/s]\n8959 24.3120 : 63%|██████▎ | 8964/14234 [02:06<01:23, 62.86it/s]\n8959 24.3120 : 63%|██████▎ | 8971/14234 [02:06<01:27, 59.86it/s]\n8959 24.3120 : 63%|██████▎ | 8978/14234 [02:06<01:29, 58.75it/s]\n8979 21.6421 : 63%|██████▎ | 8978/14234 [02:06<01:29, 58.75it/s]\n8979 21.6421 : 63%|██████▎ | 8984/14234 [02:06<01:30, 57.92it/s]\n8979 21.6421 : 63%|██████▎ | 8990/14234 [02:07<01:31, 57.24it/s]\n8999 11.4465 : 63%|██████▎ | 8990/14234 [02:07<01:31, 57.24it/s]\n8999 11.4465 : 63%|██████▎ | 9001/14234 [02:07<01:14, 69.95it/s]\n8999 11.4465 : 63%|██████▎ | 9012/14234 [02:07<01:06, 79.10it/s]\n9019 11.6370 : 63%|██████▎ | 9012/14234 [02:07<01:06, 79.10it/s]\n9019 11.6370 : 63%|██████▎ | 9022/14234 [02:07<01:01, 84.45it/s]\n9019 11.6370 : 63%|██████▎ | 9032/14234 [02:07<01:00, 86.10it/s]\n9039 19.3331 : 63%|██████▎ | 9032/14234 [02:07<01:00, 86.10it/s]\n9039 19.3331 : 64%|██████▎ | 9041/14234 [02:07<01:02, 83.46it/s]\n9039 19.3331 : 64%|██████▎ | 9050/14234 [02:07<01:05, 78.60it/s]\n9039 19.3331 : 64%|██████▎ | 9058/14234 [02:07<01:10, 73.62it/s]\n9059 28.3447 : 64%|██████▎ | 9058/14234 [02:07<01:10, 73.62it/s]\n9059 28.3447 : 64%|██████▎ | 9066/14234 [02:08<01:18, 66.10it/s]\n9059 28.3447 : 64%|██████▎ | 9073/14234 [02:08<01:24, 61.23it/s]\n9079 20.3837 : 64%|██████▎ | 9073/14234 [02:08<01:24, 61.23it/s]\n9079 20.3837 : 64%|██████▍ | 9080/14234 [02:08<01:26, 59.29it/s]\n9079 20.3837 : 64%|██████▍ | 9087/14234 [02:08<01:29, 57.82it/s]\n9079 20.3837 : 64%|██████▍ | 9093/14234 [02:08<01:31, 56.04it/s]\n9099 12.3099 : 64%|██████▍ | 9093/14234 [02:08<01:31, 56.04it/s]\n9099 12.3099 : 64%|██████▍ | 9100/14234 [02:08<01:27, 58.48it/s]\n9099 12.3099 : 64%|██████▍ | 9111/14234 [02:08<01:11, 71.52it/s]\n9119 11.3346 : 64%|██████▍ | 9111/14234 [02:08<01:11, 71.52it/s]\n9119 11.3346 : 64%|██████▍ | 9122/14234 [02:08<01:03, 80.29it/s]\n9119 11.3346 : 64%|██████▍ | 9132/14234 [02:08<01:00, 84.85it/s]\n9139 19.7555 : 64%|██████▍ | 9132/14234 [02:09<01:00, 84.85it/s]\n9139 19.7555 : 64%|██████▍ | 9141/14234 [02:09<01:00, 84.88it/s]\n9139 19.7555 : 64%|██████▍ | 9150/14234 [02:09<01:02, 81.66it/s]\n9139 19.7555 : 64%|██████▍ | 9159/14234 [02:09<01:06, 76.54it/s]\n9159 25.7267 : 64%|██████▍ | 9159/14234 [02:09<01:06, 76.54it/s]\n9159 25.7267 : 64%|██████▍ | 9167/14234 [02:09<01:11, 70.41it/s]\n9159 25.7267 : 64%|██████▍ | 9175/14234 [02:09<01:19, 63.76it/s]\n9179 21.2944 : 64%|██████▍ | 9175/14234 [02:09<01:19, 63.76it/s]\n9179 21.2944 : 65%|██████▍ | 9182/14234 [02:09<01:24, 60.04it/s]\n9179 21.2944 : 65%|██████▍ | 9189/14234 [02:09<01:27, 57.83it/s]\n9179 21.2944 : 65%|██████▍ | 9195/14234 [02:09<01:29, 56.46it/s]\n9199 24.0018 : 65%|██████▍ | 9195/14234 [02:10<01:29, 56.46it/s]\n9199 24.0018 : 65%|██████▍ | 9201/14234 [02:10<01:32, 54.34it/s]\n9199 24.0018 : 65%|██████▍ | 9209/14234 [02:10<01:22, 60.69it/s]\n9219 12.2185 : 65%|██████▍ | 9209/14234 [02:10<01:22, 60.69it/s]\n9219 12.2185 : 65%|██████▍ | 9220/14234 [02:10<01:08, 73.16it/s]\n9219 12.2185 : 65%|██████▍ | 9231/14234 [02:10<01:01, 81.59it/s]\n9239 15.0279 : 65%|██████▍ | 9231/14234 [02:10<01:01, 81.59it/s]\n9239 15.0279 : 65%|██████▍ | 9241/14234 [02:10<00:58, 85.63it/s]\n9239 15.0279 : 65%|██████▍ | 9250/14234 [02:10<00:58, 84.76it/s]\n9239 15.0279 : 65%|██████▌ | 9259/14234 [02:10<01:01, 80.70it/s]\n9259 22.9412 : 65%|██████▌ | 9259/14234 [02:10<01:01, 80.70it/s]\n9259 22.9412 : 65%|██████▌ | 9268/14234 [02:10<01:05, 75.42it/s]\n9259 22.9412 : 65%|██████▌ | 9276/14234 [02:11<01:12, 68.85it/s]\n9279 25.1523 : 65%|██████▌ | 9276/14234 [02:11<01:12, 68.85it/s]\n9279 25.1523 : 65%|██████▌ | 9284/14234 [02:11<01:20, 61.75it/s]\n9279 25.1523 : 65%|██████▌ | 9291/14234 [02:11<01:23, 58.90it/s]\n9279 25.1523 : 65%|██████▌ | 9298/14234 [02:11<01:26, 57.14it/s]\n9299 22.0704 : 65%|██████▌ | 9298/14234 [02:11<01:26, 57.14it/s]\n9299 22.0704 : 65%|██████▌ | 9304/14234 [02:11<01:28, 55.96it/s]\n9299 22.0704 : 65%|██████▌ | 9310/14234 [02:11<01:31, 53.98it/s]\n9319 12.4192 : 65%|██████▌ | 9310/14234 [02:11<01:31, 53.98it/s]\n9319 12.4192 : 65%|██████▌ | 9320/14234 [02:11<01:15, 65.34it/s]\n9319 12.4192 : 66%|██████▌ | 9331/14234 [02:11<01:04, 76.53it/s]\n9339 12.6801 : 66%|██████▌ | 9331/14234 [02:11<01:04, 76.53it/s]\n9339 12.6801 : 66%|██████▌ | 9341/14234 [02:12<00:59, 82.67it/s]\n9339 12.6801 : 66%|██████▌ | 9351/14234 [02:12<00:57, 85.14it/s]\n9359 19.6645 : 66%|██████▌ | 9351/14234 [02:12<00:57, 85.14it/s]\n9359 19.6645 : 66%|██████▌ | 9360/14234 [02:12<00:58, 83.12it/s]\n9359 19.6645 : 66%|██████▌ | 9369/14234 [02:12<01:01, 78.82it/s]\n9359 19.6645 : 66%|██████▌ | 9378/14234 [02:12<01:06, 73.40it/s]\n9379 27.0380 : 66%|██████▌ | 9378/14234 [02:12<01:06, 73.40it/s]\n9379 27.0380 : 66%|██████▌ | 9386/14234 [02:12<01:13, 66.37it/s]\n9379 27.0380 : 66%|██████▌ | 9393/14234 [02:12<01:18, 61.46it/s]\n9399 20.2191 : 66%|██████▌ | 9393/14234 [02:12<01:18, 61.46it/s]\n9399 20.2191 : 66%|██████▌ | 9400/14234 [02:12<01:22, 58.44it/s]\n9399 20.2191 : 66%|██████▌ | 9406/14234 [02:13<01:25, 56.79it/s]\n9399 20.2191 : 66%|██████▌ | 9412/14234 [02:13<01:26, 55.76it/s]\n9399 20.2191 : 66%|██████▌ | 9418/14234 [02:13<01:28, 54.63it/s]\n9419 12.6668 : 66%|██████▌ | 9418/14234 [02:13<01:28, 54.63it/s]\n9419 12.6668 : 66%|██████▌ | 9429/14234 [02:13<01:10, 68.01it/s]\n9439 12.7992 : 66%|██████▌ | 9429/14234 [02:13<01:10, 68.01it/s]\n9439 12.7992 : 66%|██████▋ | 9440/14234 [02:13<01:01, 78.05it/s]\n9439 12.7992 : 66%|██████▋ | 9450/14234 [02:13<00:57, 83.15it/s]\n9439 12.7992 : 66%|██████▋ | 9459/14234 [02:13<00:56, 84.11it/s]\n9459 20.5594 : 66%|██████▋ | 9459/14234 [02:13<00:56, 84.11it/s]\n9459 20.5594 : 67%|██████▋ | 9468/14234 [02:13<00:58, 81.85it/s]\n9459 20.5594 : 67%|██████▋ | 9477/14234 [02:13<01:01, 77.54it/s]\n9479 24.7859 : 67%|██████▋ | 9477/14234 [02:13<01:01, 77.54it/s]\n9479 24.7859 : 67%|██████▋ | 9485/14234 [02:14<01:06, 71.89it/s]\n9479 24.7859 : 67%|██████▋ | 9493/14234 [02:14<01:13, 64.22it/s]\n9499 22.9388 : 67%|██████▋ | 9493/14234 [02:14<01:13, 64.22it/s]\n9499 22.9388 : 67%|██████▋ | 9500/14234 [02:14<01:19, 59.62it/s]\n9499 22.9388 : 67%|██████▋ | 9507/14234 [02:14<01:23, 56.88it/s]\n9499 22.9388 : 67%|██████▋ | 9513/14234 [02:14<01:25, 54.98it/s]\n9499 22.9388 : 67%|██████▋ | 9519/14234 [02:14<01:27, 53.64it/s]\n9519 27.0775 : 67%|██████▋ | 9519/14234 [02:14<01:27, 53.64it/s]\n9519 27.0775 : 67%|██████▋ | 9525/14234 [02:14<01:28, 52.94it/s]\n9519 27.0775 : 67%|██████▋ | 9536/14234 [02:14<01:10, 66.59it/s]\n9539 13.3327 : 67%|██████▋ | 9536/14234 [02:15<01:10, 66.59it/s]\n9539 13.3327 : 67%|██████▋ | 9547/14234 [02:15<01:00, 76.99it/s]\n9539 13.3327 : 67%|██████▋ | 9557/14234 [02:15<00:56, 82.78it/s]\n9559 17.7940 : 67%|██████▋ | 9557/14234 [02:15<00:56, 82.78it/s]\n9559 17.7940 : 67%|██████▋ | 9566/14234 [02:15<00:55, 83.76it/s]\n9559 17.7940 : 67%|██████▋ | 9575/14234 [02:15<00:56, 82.01it/s]\n9579 23.6938 : 67%|██████▋ | 9575/14234 [02:15<00:56, 82.01it/s]\n9579 23.6938 : 67%|██████▋ | 9584/14234 [02:15<01:00, 77.33it/s]\n9579 23.6938 : 67%|██████▋ | 9592/14234 [02:15<01:04, 71.93it/s]\n9599 26.7951 : 67%|██████▋ | 9592/14234 [02:15<01:04, 71.93it/s]\n9599 26.7951 : 67%|██████▋ | 9600/14234 [02:15<01:12, 63.95it/s]\n9599 26.7951 : 67%|██████▋ | 9607/14234 [02:15<01:17, 59.98it/s]\n9599 26.7951 : 68%|██████▊ | 9614/14234 [02:16<01:21, 56.74it/s]\n9619 20.2484 : 68%|██████▊ | 9614/14234 [02:16<01:21, 56.74it/s]\n9619 20.2484 : 68%|██████▊ | 9620/14234 [02:16<01:22, 55.71it/s]\n9619 20.2484 : 68%|██████▊ | 9626/14234 [02:16<01:23, 55.04it/s]\n9619 20.2484 : 68%|██████▊ | 9632/14234 [02:16<01:25, 53.91it/s]\n9639 13.4475 : 68%|██████▊ | 9632/14234 [02:16<01:25, 53.91it/s]\n9639 13.4475 : 68%|██████▊ | 9643/14234 [02:16<01:08, 66.98it/s]\n9639 13.4475 : 68%|██████▊ | 9654/14234 [02:16<00:59, 77.15it/s]\n9659 16.1641 : 68%|██████▊ | 9654/14234 [02:16<00:59, 77.15it/s]\n9659 16.1641 : 68%|██████▊ | 9664/14234 [02:16<00:56, 81.48it/s]\n9659 16.1641 : 68%|██████▊ | 9673/14234 [02:16<00:55, 81.63it/s]\n9679 19.7155 : 68%|██████▊ | 9673/14234 [02:16<00:55, 81.63it/s]\n9679 19.7155 : 68%|██████▊ | 9682/14234 [02:16<00:56, 80.09it/s]\n9679 19.7155 : 68%|██████▊ | 9691/14234 [02:17<00:59, 76.05it/s]\n9679 19.7155 : 68%|██████▊ | 9699/14234 [02:17<01:03, 71.21it/s]\n9699 26.3368 : 68%|██████▊ | 9699/14234 [02:17<01:03, 71.21it/s]\n9699 26.3368 : 68%|██████▊ | 9707/14234 [02:17<01:10, 63.87it/s]\n9699 26.3368 : 68%|██████▊ | 9714/14234 [02:17<01:14, 60.27it/s]\n9719 23.7506 : 68%|██████▊ | 9714/14234 [02:17<01:14, 60.27it/s]\n9719 23.7506 : 68%|██████▊ | 9721/14234 [02:17<01:17, 58.46it/s]\n9719 23.7506 : 68%|██████▊ | 9727/14234 [02:17<01:19, 56.91it/s]\n9719 23.7506 : 68%|██████▊ | 9733/14234 [02:17<01:19, 56.34it/s]\n9719 23.7506 : 68%|██████▊ | 9739/14234 [02:18<01:20, 55.66it/s]\n9739 13.6899 : 68%|██████▊ | 9739/14234 [02:18<01:20, 55.66it/s]\n9739 13.6899 : 68%|██████▊ | 9750/14234 [02:18<01:05, 68.65it/s]\n9759 13.9014 : 68%|██████▊ | 9750/14234 [02:18<01:05, 68.65it/s]\n9759 13.9014 : 69%|██████▊ | 9761/14234 [02:18<00:57, 77.70it/s]\n9759 13.9014 : 69%|██████▊ | 9771/14234 [02:18<00:54, 81.44it/s]\n9779 22.7844 : 69%|██████▊ | 9771/14234 [02:18<00:54, 81.44it/s]\n9779 22.7844 : 69%|██████▊ | 9780/14234 [02:18<00:55, 80.79it/s]\n9779 22.7844 : 69%|██████▉ | 9789/14234 [02:18<00:56, 79.00it/s]\n9779 22.7844 : 69%|██████▉ | 9797/14234 [02:18<00:58, 75.43it/s]\n9799 28.3926 : 69%|██████▉ | 9797/14234 [02:18<00:58, 75.43it/s]\n9799 28.3926 : 69%|██████▉ | 9805/14234 [02:18<01:02, 70.92it/s]\n9799 28.3926 : 69%|██████▉ | 9813/14234 [02:18<01:08, 65.00it/s]\n9819 26.7479 : 69%|██████▉ | 9813/14234 [02:19<01:08, 65.00it/s]\n9819 26.7479 : 69%|██████▉ | 9820/14234 [02:19<01:13, 60.12it/s]\n9819 26.7479 : 69%|██████▉ | 9827/14234 [02:19<01:15, 58.00it/s]\n9819 26.7479 : 69%|██████▉ | 9833/14234 [02:19<01:15, 58.02it/s]\n9819 26.7479 : 69%|██████▉ | 9839/14234 [02:19<01:15, 58.27it/s]\n9839 24.1046 : 69%|██████▉ | 9839/14234 [02:19<01:15, 58.27it/s]\n9839 24.1046 : 69%|██████▉ | 9845/14234 [02:19<01:15, 58.02it/s]\n9839 24.1046 : 69%|██████▉ | 9855/14234 [02:19<01:03, 68.70it/s]\n9859 13.5169 : 69%|██████▉ | 9855/14234 [02:19<01:03, 68.70it/s]\n9859 13.5169 : 69%|██████▉ | 9866/14234 [02:19<00:55, 78.59it/s]\n9859 13.5169 : 69%|██████▉ | 9876/14234 [02:19<00:52, 83.53it/s]\n9879 16.3685 : 69%|██████▉ | 9876/14234 [02:19<00:52, 83.53it/s]\n9879 16.3685 : 69%|██████▉ | 9885/14234 [02:19<00:51, 84.69it/s]\n9879 16.3685 : 70%|██████▉ | 9894/14234 [02:20<00:52, 83.02it/s]\n9899 21.2472 : 70%|██████▉ | 9894/14234 [02:20<00:52, 83.02it/s]\n9899 21.2472 : 70%|██████▉ | 9903/14234 [02:20<00:54, 79.71it/s]\n9899 21.2472 : 70%|██████▉ | 9912/14234 [02:20<00:57, 75.07it/s]\n9919 26.5133 : 70%|██████▉ | 9912/14234 [02:20<00:57, 75.07it/s]\n9919 26.5133 : 70%|██████▉ | 9920/14234 [02:20<01:01, 69.74it/s]\n9919 26.5133 : 70%|██████▉ | 9928/14234 [02:20<01:06, 64.67it/s]\n9919 26.5133 : 70%|██████▉ | 9935/14234 [02:20<01:11, 59.85it/s]\n9939 28.9278 : 70%|██████▉ | 9935/14234 [02:20<01:11, 59.85it/s]\n9939 28.9278 : 70%|██████▉ | 9942/14234 [02:20<01:15, 57.15it/s]\n9939 28.9278 : 70%|██████▉ | 9948/14234 [02:21<01:15, 57.01it/s]\n9939 28.9278 : 70%|██████▉ | 9955/14234 [02:21<01:11, 59.75it/s]\n9959 15.5562 : 70%|██████▉ | 9955/14234 [02:21<01:11, 59.75it/s]\n9959 15.5562 : 70%|███████ | 9965/14234 [02:21<01:01, 69.87it/s]\n9959 15.5562 : 70%|███████ | 9975/14234 [02:21<00:54, 77.70it/s]\n9979 13.7731 : 70%|███████ | 9975/14234 [02:21<00:54, 77.70it/s]\n9979 13.7731 : 70%|███████ | 9985/14234 [02:21<00:51, 82.57it/s]\n9979 13.7731 : 70%|███████ | 9994/14234 [02:21<00:50, 84.51it/s]\n9999 17.8908 : 70%|███████ | 9994/14234 [02:21<00:50, 84.51it/s]\n9999 17.8908 : 70%|███████ | 10003/14234 [02:21<00:50, 83.99it/s]\n9999 17.8908 : 70%|███████ | 10012/14234 [02:21<00:51, 82.22it/s]\n10019 26.7457 : 70%|███████ | 10012/14234 [02:21<00:51, 82.22it/s]\n10019 26.7457 : 70%|███████ | 10021/14234 [02:21<00:52, 79.53it/s]\n10019 26.7457 : 70%|███████ | 10030/14234 [02:22<00:57, 72.97it/s]\n10019 26.7457 : 71%|███████ | 10038/14234 [02:22<01:01, 68.02it/s]\n10039 24.7730 : 71%|███████ | 10038/14234 [02:22<01:01, 68.02it/s]\n10039 24.7730 : 71%|███████ | 10045/14234 [02:22<01:06, 63.23it/s]\n10039 24.7730 : 71%|███████ | 10052/14234 [02:22<01:09, 59.79it/s]\n10039 24.7730 : 71%|███████ | 10059/14234 [02:22<01:13, 56.96it/s]\n10059 15.2028 : 71%|███████ | 10059/14234 [02:22<01:13, 56.96it/s]\n10059 15.2028 : 71%|███████ | 10068/14234 [02:22<01:04, 64.94it/s]\n10059 15.2028 : 71%|███████ | 10079/14234 [02:22<00:55, 74.88it/s]\n10079 13.9791 : 71%|███████ | 10079/14234 [02:22<00:55, 74.88it/s]\n10079 13.9791 : 71%|███████ | 10089/14234 [02:22<00:51, 81.16it/s]\n10079 13.9791 : 71%|███████ | 10099/14234 [02:22<00:49, 84.34it/s]\n10099 15.8861 : 71%|███████ | 10099/14234 [02:22<00:49, 84.34it/s]\n10099 15.8861 : 71%|███████ | 10108/14234 [02:23<00:49, 84.11it/s]\n10099 15.8861 : 71%|███████ | 10117/14234 [02:23<00:49, 83.71it/s]\n10119 23.6052 : 71%|███████ | 10117/14234 [02:23<00:49, 83.71it/s]\n10119 23.6052 : 71%|███████ | 10126/14234 [02:23<00:49, 82.44it/s]\n10119 23.6052 : 71%|███████ | 10135/14234 [02:23<00:51, 79.16it/s]\n10139 22.9179 : 71%|███████ | 10135/14234 [02:23<00:51, 79.16it/s]\n10139 22.9179 : 71%|███████▏ | 10143/14234 [02:23<00:56, 72.16it/s]\n10139 22.9179 : 71%|███████▏ | 10151/14234 [02:23<01:00, 67.59it/s]\n10139 22.9179 : 71%|███████▏ | 10158/14234 [02:23<01:03, 64.08it/s]\n10159 28.4024 : 71%|███████▏ | 10158/14234 [02:23<01:03, 64.08it/s]\n10159 28.4024 : 71%|███████▏ | 10165/14234 [02:23<01:08, 59.26it/s]\n10159 28.4024 : 71%|███████▏ | 10173/14234 [02:24<01:03, 64.37it/s]\n10179 13.3806 : 71%|███████▏ | 10173/14234 [02:24<01:03, 64.37it/s]\n10179 13.3806 : 72%|███████▏ | 10184/14234 [02:24<00:54, 74.37it/s]\n10179 13.3806 : 72%|███████▏ | 10195/14234 [02:24<00:49, 81.79it/s]\n10199 14.8483 : 72%|███████▏ | 10195/14234 [02:24<00:49, 81.79it/s]\n10199 14.8483 : 72%|███████▏ | 10205/14234 [02:24<00:47, 85.27it/s]\n10199 14.8483 : 72%|███████▏ | 10214/14234 [02:24<00:46, 85.87it/s]\n10219 20.3905 : 72%|███████▏ | 10214/14234 [02:24<00:46, 85.87it/s]\n10219 20.3905 : 72%|███████▏ | 10223/14234 [02:24<00:46, 85.57it/s]\n10219 20.3905 : 72%|███████▏ | 10232/14234 [02:24<00:47, 84.91it/s]\n10239 27.4392 : 72%|███████▏ | 10232/14234 [02:24<00:47, 84.91it/s]\n10239 27.4392 : 72%|███████▏ | 10241/14234 [02:24<00:47, 84.08it/s]\n10239 27.4392 : 72%|███████▏ | 10250/14234 [02:24<00:50, 79.39it/s]\n10239 27.4392 : 72%|███████▏ | 10259/14234 [02:25<00:55, 71.02it/s]\n10259 25.7611 : 72%|███████▏ | 10259/14234 [02:25<00:55, 71.02it/s]\n10259 25.7611 : 72%|███████▏ | 10267/14234 [02:25<00:59, 66.75it/s]\n10259 25.7611 : 72%|███████▏ | 10274/14234 [02:25<01:02, 63.57it/s]\n10279 13.5890 : 72%|███████▏ | 10274/14234 [02:25<01:02, 63.57it/s]\n10279 13.5890 : 72%|███████▏ | 10284/14234 [02:25<00:54, 72.17it/s]\n10279 13.5890 : 72%|███████▏ | 10295/14234 [02:25<00:48, 80.50it/s]\n10299 14.5486 : 72%|███████▏ | 10295/14234 [02:25<00:48, 80.50it/s]\n10299 14.5486 : 72%|███████▏ | 10306/14234 [02:25<00:45, 86.12it/s]\n10299 14.5486 : 72%|███████▏ | 10316/14234 [02:25<00:44, 88.64it/s]\n10319 23.6698 : 72%|███████▏ | 10316/14234 [02:25<00:44, 88.64it/s]\n10319 23.6698 : 73%|███████▎ | 10326/14234 [02:25<00:43, 88.84it/s]\n10319 23.6698 : 73%|███████▎ | 10335/14234 [02:26<00:43, 88.77it/s]\n10339 22.6019 : 73%|███████▎ | 10335/14234 [02:26<00:43, 88.77it/s]\n10339 22.6019 : 73%|███████▎ | 10344/14234 [02:26<00:44, 87.76it/s]\n10339 22.6019 : 73%|███████▎ | 10353/14234 [02:26<00:44, 87.24it/s]\n10359 23.1799 : 73%|███████▎ | 10353/14234 [02:26<00:44, 87.24it/s]\n10359 23.1799 : 73%|███████▎ | 10362/14234 [02:26<00:46, 82.53it/s]\n10359 23.1799 : 73%|███████▎ | 10371/14234 [02:26<00:52, 73.88it/s]\n10359 23.1799 : 73%|███████▎ | 10379/14234 [02:26<00:57, 67.25it/s]\n10379 25.7862 : 73%|███████▎ | 10379/14234 [02:26<00:57, 67.25it/s]\n10379 25.7862 : 73%|███████▎ | 10388/14234 [02:26<00:52, 72.65it/s]\n10379 25.7862 : 73%|███████▎ | 10399/14234 [02:26<00:47, 80.96it/s]\n10399 13.7753 : 73%|███████▎ | 10399/14234 [02:26<00:47, 80.96it/s]\n10399 13.7753 : 73%|███████▎ | 10410/14234 [02:26<00:43, 87.20it/s]\n10419 13.8140 : 73%|███████▎ | 10410/14234 [02:27<00:43, 87.20it/s]\n10419 13.8140 : 73%|███████▎ | 10421/14234 [02:27<00:41, 91.74it/s]\n10419 13.8140 : 73%|███████▎ | 10431/14234 [02:27<00:40, 93.01it/s]\n10439 24.4303 : 73%|███████▎ | 10431/14234 [02:27<00:40, 93.01it/s]\n10439 24.4303 : 73%|███████▎ | 10441/14234 [02:27<00:41, 92.31it/s]\n10439 24.4303 : 73%|███████▎ | 10451/14234 [02:27<00:41, 91.66it/s]\n10459 24.3311 : 73%|███████▎ | 10451/14234 [02:27<00:41, 91.66it/s]\n10459 24.3311 : 73%|███████▎ | 10461/14234 [02:27<00:41, 91.08it/s]\n10459 24.3311 : 74%|███████▎ | 10471/14234 [02:27<00:41, 90.24it/s]\n10479 24.1648 : 74%|███████▎ | 10471/14234 [02:27<00:41, 90.24it/s]\n10479 24.1648 : 74%|███████▎ | 10481/14234 [02:27<00:44, 84.67it/s]\n10479 24.1648 : 74%|███████▎ | 10490/14234 [02:27<00:47, 79.24it/s]\n10499 12.7110 : 74%|███████▎ | 10490/14234 [02:27<00:47, 79.24it/s]\n10499 12.7110 : 74%|███████▍ | 10501/14234 [02:28<00:43, 85.65it/s]\n10499 12.7110 : 74%|███████▍ | 10512/14234 [02:28<00:40, 90.93it/s]\n10519 14.1372 : 74%|███████▍ | 10512/14234 [02:28<00:40, 90.93it/s]\n10519 14.1372 : 74%|███████▍ | 10523/14234 [02:28<00:39, 94.75it/s]\n10519 14.1372 : 74%|███████▍ | 10534/14234 [02:28<00:38, 96.56it/s]\n10539 15.1433 : 74%|███████▍ | 10534/14234 [02:28<00:38, 96.56it/s]\n10539 15.1433 : 74%|███████▍ | 10544/14234 [02:28<00:38, 95.81it/s]\n10539 15.1433 : 74%|███████▍ | 10554/14234 [02:28<00:38, 94.97it/s]\n10559 22.4374 : 74%|███████▍ | 10554/14234 [02:28<00:38, 94.97it/s]\n10559 22.4374 : 74%|███████▍ | 10564/14234 [02:28<00:39, 92.94it/s]\n10559 22.4374 : 74%|███████▍ | 10574/14234 [02:28<00:39, 92.40it/s]\n10579 26.2383 : 74%|███████▍ | 10574/14234 [02:28<00:39, 92.40it/s]\n10579 26.2383 : 74%|███████▍ | 10584/14234 [02:28<00:40, 90.99it/s]\n10579 26.2383 : 74%|███████▍ | 10594/14234 [02:29<00:42, 85.73it/s]\n10599 11.6595 : 74%|███████▍ | 10594/14234 [02:29<00:42, 85.73it/s]\n10599 11.6595 : 74%|███████▍ | 10604/14234 [02:29<00:40, 89.43it/s]\n10599 11.6595 : 75%|███████▍ | 10615/14234 [02:29<00:38, 94.46it/s]\n10619 13.0491 : 75%|███████▍ | 10615/14234 [02:29<00:38, 94.46it/s]\n10619 13.0491 : 75%|███████▍ | 10626/14234 [02:29<00:36, 97.74it/s]\n10619 13.0491 : 75%|███████▍ | 10637/14234 [02:29<00:36, 99.03it/s]\n10639 12.8400 : 75%|███████▍ | 10637/14234 [02:29<00:36, 99.03it/s]\n10639 12.8400 : 75%|███████▍ | 10647/14234 [02:29<00:36, 98.55it/s]\n10639 12.8400 : 75%|███████▍ | 10657/14234 [02:29<00:36, 97.13it/s]\n10659 16.9341 : 75%|███████▍ | 10657/14234 [02:29<00:36, 97.13it/s]\n10659 16.9341 : 75%|███████▍ | 10667/14234 [02:29<00:37, 95.88it/s]\n10659 16.9341 : 75%|███████▌ | 10677/14234 [02:29<00:38, 93.47it/s]\n10679 24.3621 : 75%|███████▌ | 10677/14234 [02:29<00:38, 93.47it/s]\n10679 24.3621 : 75%|███████▌ | 10687/14234 [02:29<00:38, 92.64it/s]\n10679 24.3621 : 75%|███████▌ | 10697/14234 [02:30<00:39, 90.39it/s]\n10699 28.6493 : 75%|███████▌ | 10697/14234 [02:30<00:39, 90.39it/s]\n10699 28.6493 : 75%|███████▌ | 10707/14234 [02:30<00:39, 89.71it/s]\n10699 28.6493 : 75%|███████▌ | 10718/14234 [02:30<00:37, 94.41it/s]\n10719 12.1005 : 75%|███████▌ | 10718/14234 [02:30<00:37, 94.41it/s]\n10719 12.1005 : 75%|███████▌ | 10729/14234 [02:30<00:35, 97.80it/s]\n10739 12.6297 : 75%|███████▌ | 10729/14234 [02:30<00:35, 97.80it/s]\n10739 12.6297 : 75%|███████▌ | 10740/14234 [02:30<00:35, 99.46it/s]\n10739 12.6297 : 76%|███████▌ | 10750/14234 [02:30<00:35, 99.33it/s]\n10759 15.0498 : 76%|███████▌ | 10750/14234 [02:30<00:35, 99.33it/s]\n10759 15.0498 : 76%|███████▌ | 10760/14234 [02:30<00:35, 97.68it/s]\n10759 15.0498 : 76%|███████▌ | 10770/14234 [02:30<00:35, 96.49it/s]\n10779 23.9536 : 76%|███████▌ | 10770/14234 [02:30<00:35, 96.49it/s]\n10779 23.9536 : 76%|███████▌ | 10780/14234 [02:30<00:36, 94.63it/s]\n10779 23.9536 : 76%|███████▌ | 10790/14234 [02:31<00:37, 92.17it/s]\n10799 27.5488 : 76%|███████▌ | 10790/14234 [02:31<00:37, 92.17it/s]\n10799 27.5488 : 76%|███████▌ | 10800/14234 [02:31<00:38, 90.26it/s]\n10799 27.5488 : 76%|███████▌ | 10810/14234 [02:31<00:39, 87.63it/s]\n10819 11.5063 : 76%|███████▌ | 10810/14234 [02:31<00:39, 87.63it/s]\n10819 11.5063 : 76%|███████▌ | 10821/14234 [02:31<00:36, 92.73it/s]\n10819 11.5063 : 76%|███████▌ | 10832/14234 [02:31<00:35, 96.64it/s]\n10839 12.3248 : 76%|███████▌ | 10832/14234 [02:31<00:35, 96.64it/s]\n10839 12.3248 : 76%|███████▌ | 10843/14234 [02:31<00:34, 98.45it/s]\n10839 12.3248 : 76%|███████▌ | 10853/14234 [02:31<00:34, 98.74it/s]\n10859 14.8720 : 76%|███████▌ | 10853/14234 [02:31<00:34, 98.74it/s]\n10859 14.8720 : 76%|███████▋ | 10863/14234 [02:31<00:34, 97.96it/s]\n10859 14.8720 : 76%|███████▋ | 10873/14234 [02:31<00:34, 96.84it/s]\n10879 24.5982 : 76%|███████▋ | 10873/14234 [02:31<00:34, 96.84it/s]\n10879 24.5982 : 76%|███████▋ | 10883/14234 [02:32<00:35, 94.66it/s]\n10879 24.5982 : 77%|███████▋ | 10893/14234 [02:32<00:36, 92.35it/s]\n10899 25.3846 : 77%|███████▋ | 10893/14234 [02:32<00:36, 92.35it/s]\n10899 25.3846 : 77%|███████▋ | 10903/14234 [02:32<00:36, 90.57it/s]\n10899 25.3846 : 77%|███████▋ | 10913/14234 [02:32<00:37, 88.36it/s]\n10919 12.0638 : 77%|███████▋ | 10913/14234 [02:32<00:37, 88.36it/s]\n10919 12.0638 : 77%|███████▋ | 10923/14234 [02:32<00:36, 90.40it/s]\n10919 12.0638 : 77%|███████▋ | 10934/14234 [02:32<00:34, 94.90it/s]\n10939 11.9731 : 77%|███████▋ | 10934/14234 [02:32<00:34, 94.90it/s]\n10939 11.9731 : 77%|███████▋ | 10945/14234 [02:32<00:33, 97.53it/s]\n10939 11.9731 : 77%|███████▋ | 10955/14234 [02:32<00:33, 97.92it/s]\n10959 14.9135 : 77%|███████▋ | 10955/14234 [02:32<00:33, 97.92it/s]\n10959 14.9135 : 77%|███████▋ | 10965/14234 [02:32<00:33, 97.41it/s]\n10959 14.9135 : 77%|███████▋ | 10975/14234 [02:32<00:33, 96.56it/s]\n10979 22.7600 : 77%|███████▋ | 10975/14234 [02:33<00:33, 96.56it/s]\n10979 22.7600 : 77%|███████▋ | 10985/14234 [02:33<00:34, 95.00it/s]\n10979 22.7600 : 77%|███████▋ | 10995/14234 [02:33<00:34, 93.00it/s]\n10999 25.5383 : 77%|███████▋ | 10995/14234 [02:33<00:34, 93.00it/s]\n10999 25.5383 : 77%|███████▋ | 11005/14234 [02:33<00:35, 90.30it/s]\n10999 25.5383 : 77%|███████▋ | 11015/14234 [02:33<00:36, 87.73it/s]\n11019 22.4059 : 77%|███████▋ | 11015/14234 [02:33<00:36, 87.73it/s]\n11019 22.4059 : 77%|███████▋ | 11024/14234 [02:33<00:37, 84.57it/s]\n11019 22.4059 : 78%|███████▊ | 11035/14234 [02:33<00:35, 90.48it/s]\n11039 11.4153 : 78%|███████▊ | 11035/14234 [02:33<00:35, 90.48it/s]\n11039 11.4153 : 78%|███████▊ | 11046/14234 [02:33<00:33, 94.60it/s]\n11039 11.4153 : 78%|███████▊ | 11056/14234 [02:33<00:33, 96.05it/s]\n11059 12.4333 : 78%|███████▊ | 11056/14234 [02:33<00:33, 96.05it/s]\n11059 12.4333 : 78%|███████▊ | 11066/14234 [02:33<00:32, 96.02it/s]\n11059 12.4333 : 78%|███████▊ | 11076/14234 [02:34<00:32, 95.91it/s]\n11079 16.6073 : 78%|███████▊ | 11076/14234 [02:34<00:32, 95.91it/s]\n11079 16.6073 : 78%|███████▊ | 11086/14234 [02:34<00:33, 93.76it/s]\n11079 16.6073 : 78%|███████▊ | 11096/14234 [02:34<00:34, 92.18it/s]\n11099 23.8083 : 78%|███████▊ | 11096/14234 [02:34<00:34, 92.18it/s]\n11099 23.8083 : 78%|███████▊ | 11106/14234 [02:34<00:35, 89.06it/s]\n11099 23.8083 : 78%|███████▊ | 11115/14234 [02:34<00:36, 86.03it/s]\n11119 27.5578 : 78%|███████▊ | 11115/14234 [02:34<00:36, 86.03it/s]\n11119 27.5578 : 78%|███████▊ | 11124/14234 [02:34<00:37, 82.31it/s]\n11119 27.5578 : 78%|███████▊ | 11133/14234 [02:34<00:38, 81.47it/s]\n11139 12.2622 : 78%|███████▊ | 11133/14234 [02:34<00:38, 81.47it/s]\n11139 12.2622 : 78%|███████▊ | 11144/14234 [02:34<00:34, 88.35it/s]\n11139 12.2622 : 78%|███████▊ | 11155/14234 [02:34<00:33, 93.02it/s]\n11159 12.6573 : 78%|███████▊ | 11155/14234 [02:35<00:33, 93.02it/s]\n11159 12.6573 : 78%|███████▊ | 11165/14234 [02:35<00:32, 94.35it/s]\n11159 12.6573 : 79%|███████▊ | 11175/14234 [02:35<00:31, 95.73it/s]\n11179 13.3701 : 79%|███████▊ | 11175/14234 [02:35<00:31, 95.73it/s]\n11179 13.3701 : 79%|███████▊ | 11185/14234 [02:35<00:31, 95.80it/s]\n11179 13.3701 : 79%|███████▊ | 11195/14234 [02:35<00:32, 94.80it/s]\n11199 23.8475 : 79%|███████▊ | 11195/14234 [02:35<00:32, 94.80it/s]\n11199 23.8475 : 79%|███████▊ | 11205/14234 [02:35<00:32, 92.42it/s]\n11199 23.8475 : 79%|███████▉ | 11215/14234 [02:35<00:33, 89.12it/s]\n11219 26.4908 : 79%|███████▉ | 11215/14234 [02:35<00:33, 89.12it/s]\n11219 26.4908 : 79%|███████▉ | 11224/14234 [02:35<00:34, 86.28it/s]\n11219 26.4908 : 79%|███████▉ | 11233/14234 [02:35<00:36, 81.87it/s]\n11239 12.0414 : 79%|███████▉ | 11233/14234 [02:35<00:36, 81.87it/s]\n11239 12.0414 : 79%|███████▉ | 11242/14234 [02:35<00:36, 82.61it/s]\n11239 12.0414 : 79%|███████▉ | 11253/14234 [02:36<00:33, 88.83it/s]\n11259 12.8850 : 79%|███████▉ | 11253/14234 [02:36<00:33, 88.83it/s]\n11259 12.8850 : 79%|███████▉ | 11263/14234 [02:36<00:32, 91.32it/s]\n11259 12.8850 : 79%|███████▉ | 11273/14234 [02:36<00:31, 93.39it/s]\n11279 13.8766 : 79%|███████▉ | 11273/14234 [02:36<00:31, 93.39it/s]\n11279 13.8766 : 79%|███████▉ | 11283/14234 [02:36<00:31, 93.98it/s]\n11279 13.8766 : 79%|███████▉ | 11293/14234 [02:36<00:31, 94.17it/s]\n11299 25.0967 : 79%|███████▉ | 11293/14234 [02:36<00:31, 94.17it/s]\n11299 25.0967 : 79%|███████▉ | 11303/14234 [02:36<00:31, 92.49it/s]\n11299 25.0967 : 79%|███████▉ | 11313/14234 [02:36<00:32, 89.73it/s]\n11319 29.2896 : 79%|███████▉ | 11313/14234 [02:36<00:32, 89.73it/s]\n11319 29.2896 : 80%|███████▉ | 11323/14234 [02:36<00:33, 86.37it/s]\n11319 29.2896 : 80%|███████▉ | 11332/14234 [02:36<00:35, 80.91it/s]\n11339 21.2069 : 80%|███████▉ | 11332/14234 [02:37<00:35, 80.91it/s]\n11339 21.2069 : 80%|███████▉ | 11341/14234 [02:37<00:38, 75.01it/s]\n11339 21.2069 : 80%|███████▉ | 11349/14234 [02:37<00:38, 75.80it/s]\n11359 11.9725 : 80%|███████▉ | 11349/14234 [02:37<00:38, 75.80it/s]\n11359 11.9725 : 80%|███████▉ | 11360/14234 [02:37<00:34, 82.81it/s]\n11359 11.9725 : 80%|███████▉ | 11370/14234 [02:37<00:33, 86.59it/s]\n11379 13.5055 : 80%|███████▉ | 11370/14234 [02:37<00:33, 86.59it/s]\n11379 13.5055 : 80%|███████▉ | 11380/14234 [02:37<00:32, 88.92it/s]\n11379 13.5055 : 80%|████████ | 11390/14234 [02:37<00:31, 90.41it/s]\n11399 16.6674 : 80%|████████ | 11390/14234 [02:37<00:31, 90.41it/s]\n11399 16.6674 : 80%|████████ | 11400/14234 [02:37<00:31, 90.81it/s]\n11399 16.6674 : 80%|████████ | 11410/14234 [02:37<00:31, 89.64it/s]\n11419 25.7611 : 80%|████████ | 11410/14234 [02:38<00:31, 89.64it/s]\n11419 25.7611 : 80%|████████ | 11420/14234 [02:38<00:32, 86.60it/s]\n11419 25.7611 : 80%|████████ | 11429/14234 [02:38<00:33, 83.91it/s]\n11419 25.7611 : 80%|████████ | 11438/14234 [02:38<00:35, 78.45it/s]\n11439 26.0846 : 80%|████████ | 11438/14234 [02:38<00:35, 78.45it/s]\n11439 26.0846 : 80%|████████ | 11446/14234 [02:38<00:38, 72.32it/s]\n11439 26.0846 : 80%|████████ | 11454/14234 [02:38<00:39, 70.46it/s]\n11459 11.8927 : 80%|████████ | 11454/14234 [02:38<00:39, 70.46it/s]\n11459 11.8927 : 81%|████████ | 11464/14234 [02:38<00:35, 77.61it/s]\n11459 11.8927 : 81%|████████ | 11474/14234 [02:38<00:33, 82.51it/s]\n11479 13.5761 : 81%|████████ | 11474/14234 [02:38<00:33, 82.51it/s]\n11479 13.5761 : 81%|████████ | 11484/14234 [02:38<00:32, 85.67it/s]\n11479 13.5761 : 81%|████████ | 11494/14234 [02:38<00:31, 87.64it/s]\n11499 15.3935 : 81%|████████ | 11494/14234 [02:39<00:31, 87.64it/s]\n11499 15.3935 : 81%|████████ | 11504/14234 [02:39<00:30, 88.66it/s]\n11499 15.3935 : 81%|████████ | 11513/14234 [02:39<00:30, 88.36it/s]\n11519 23.9524 : 81%|████████ | 11513/14234 [02:39<00:30, 88.36it/s]\n11519 23.9524 : 81%|████████ | 11522/14234 [02:39<00:31, 85.91it/s]\n11519 23.9524 : 81%|████████ | 11531/14234 [02:39<00:32, 84.27it/s]\n11539 25.3693 : 81%|████████ | 11531/14234 [02:39<00:32, 84.27it/s]\n11539 25.3693 : 81%|████████ | 11540/14234 [02:39<00:33, 79.67it/s]\n11539 25.3693 : 81%|████████ | 11549/14234 [02:39<00:36, 73.46it/s]\n11539 25.3693 : 81%|████████ | 11557/14234 [02:39<00:39, 66.95it/s]\n11559 11.4720 : 81%|████████ | 11557/14234 [02:39<00:39, 66.95it/s]\n11559 11.4720 : 81%|████████▏ | 11566/14234 [02:39<00:37, 71.70it/s]\n11559 11.4720 : 81%|████████▏ | 11576/14234 [02:40<00:34, 77.58it/s]\n11579 12.6908 : 81%|████████▏ | 11576/14234 [02:40<00:34, 77.58it/s]\n11579 12.6908 : 81%|████████▏ | 11586/14234 [02:40<00:32, 81.66it/s]\n11579 12.6908 : 81%|████████▏ | 11596/14234 [02:40<00:31, 84.49it/s]\n11599 18.1440 : 81%|████████▏ | 11596/14234 [02:40<00:31, 84.49it/s]\n11599 18.1440 : 82%|████████▏ | 11605/14234 [02:40<00:30, 85.87it/s]\n11599 18.1440 : 82%|████████▏ | 11614/14234 [02:40<00:30, 86.75it/s]\n11619 24.6589 : 82%|████████▏ | 11614/14234 [02:40<00:30, 86.75it/s]\n11619 24.6589 : 82%|████████▏ | 11623/14234 [02:40<00:30, 84.92it/s]\n11619 24.6589 : 82%|████████▏ | 11632/14234 [02:40<00:31, 82.28it/s]\n11639 26.6097 : 82%|████████▏ | 11632/14234 [02:40<00:31, 82.28it/s]\n11639 26.6097 : 82%|████████▏ | 11641/14234 [02:40<00:32, 79.49it/s]\n11639 26.6097 : 82%|████████▏ | 11650/14234 [02:40<00:34, 75.53it/s]\n11639 26.6097 : 82%|████████▏ | 11658/14234 [02:41<00:37, 69.25it/s]\n11659 23.2747 : 82%|████████▏ | 11658/14234 [02:41<00:37, 69.25it/s]\n11659 23.2747 : 82%|████████▏ | 11666/14234 [02:41<00:39, 64.58it/s]\n11659 23.2747 : 82%|████████▏ | 11676/14234 [02:41<00:35, 72.75it/s]\n11679 11.5942 : 82%|████████▏ | 11676/14234 [02:41<00:35, 72.75it/s]\n11679 11.5942 : 82%|████████▏ | 11686/14234 [02:41<00:32, 79.32it/s]\n11679 11.5942 : 82%|████████▏ | 11696/14234 [02:41<00:30, 83.66it/s]\n11699 15.8731 : 82%|████████▏ | 11696/14234 [02:41<00:30, 83.66it/s]\n11699 15.8731 : 82%|████████▏ | 11706/14234 [02:41<00:29, 86.17it/s]\n11699 15.8731 : 82%|████████▏ | 11716/14234 [02:41<00:28, 87.60it/s]\n11719 21.7875 : 82%|████████▏ | 11716/14234 [02:41<00:28, 87.60it/s]\n11719 21.7875 : 82%|████████▏ | 11725/14234 [02:41<00:28, 88.11it/s]\n11719 21.7875 : 82%|████████▏ | 11734/14234 [02:41<00:28, 87.27it/s]\n11739 25.8234 : 82%|████████▏ | 11734/14234 [02:42<00:28, 87.27it/s]\n11739 25.8234 : 82%|████████▏ | 11743/14234 [02:42<00:29, 84.78it/s]\n11739 25.8234 : 83%|████████▎ | 11752/14234 [02:42<00:30, 81.98it/s]\n11759 22.3230 : 83%|████████▎ | 11752/14234 [02:42<00:30, 81.98it/s]\n11759 22.3230 : 83%|████████▎ | 11761/14234 [02:42<00:32, 76.10it/s]\n11759 22.3230 : 83%|████████▎ | 11769/14234 [02:42<00:35, 68.61it/s]\n11759 22.3230 : 83%|████████▎ | 11777/14234 [02:42<00:35, 69.68it/s]\n11779 11.6711 : 83%|████████▎ | 11777/14234 [02:42<00:35, 69.68it/s]\n11779 11.6711 : 83%|████████▎ | 11787/14234 [02:42<00:31, 76.91it/s]\n11779 11.6711 : 83%|████████▎ | 11797/14234 [02:42<00:29, 82.01it/s]\n11799 16.5406 : 83%|████████▎ | 11797/14234 [02:42<00:29, 82.01it/s]\n11799 16.5406 : 83%|████████▎ | 11807/14234 [02:42<00:28, 85.49it/s]\n11799 16.5406 : 83%|████████▎ | 11817/14234 [02:42<00:27, 87.78it/s]\n11819 19.7836 : 83%|████████▎ | 11817/14234 [02:43<00:27, 87.78it/s]\n11819 19.7836 : 83%|████████▎ | 11827/14234 [02:43<00:26, 89.18it/s]\n11819 19.7836 : 83%|████████▎ | 11836/14234 [02:43<00:26, 89.28it/s]\n11839 24.3239 : 83%|████████▎ | 11836/14234 [02:43<00:26, 89.28it/s]\n11839 24.3239 : 83%|████████▎ | 11845/14234 [02:43<00:27, 87.49it/s]\n11839 24.3239 : 83%|████████▎ | 11854/14234 [02:43<00:27, 85.64it/s]\n11859 23.9652 : 83%|████████▎ | 11854/14234 [02:43<00:27, 85.64it/s]\n11859 23.9652 : 83%|████████▎ | 11863/14234 [02:43<00:29, 81.32it/s]\n11859 23.9652 : 83%|████████▎ | 11872/14234 [02:43<00:31, 75.06it/s]\n11879 11.1124 : 83%|████████▎ | 11872/14234 [02:43<00:31, 75.06it/s]\n11879 11.1124 : 83%|████████▎ | 11880/14234 [02:43<00:34, 69.04it/s]\n11879 11.1124 : 84%|████████▎ | 11890/14234 [02:43<00:30, 76.64it/s]\n11899 12.3251 : 84%|████████▎ | 11890/14234 [02:44<00:30, 76.64it/s]\n11899 12.3251 : 84%|████████▎ | 11900/14234 [02:44<00:28, 82.49it/s]\n11899 12.3251 : 84%|████████▎ | 11910/14234 [02:44<00:26, 86.12it/s]\n11919 17.0594 : 84%|████████▎ | 11910/14234 [02:44<00:26, 86.12it/s]\n11919 17.0594 : 84%|████████▎ | 11920/14234 [02:44<00:26, 88.43it/s]\n11919 17.0594 : 84%|████████▍ | 11930/14234 [02:44<00:25, 89.84it/s]\n11939 19.0608 : 84%|████████▍ | 11930/14234 [02:44<00:25, 89.84it/s]\n11939 19.0608 : 84%|████████▍ | 11940/14234 [02:44<00:25, 90.43it/s]\n11939 19.0608 : 84%|████████▍ | 11950/14234 [02:44<00:25, 89.54it/s]\n11959 26.5492 : 84%|████████▍ | 11950/14234 [02:44<00:25, 89.54it/s]\n11959 26.5492 : 84%|████████▍ | 11960/14234 [02:44<00:26, 86.91it/s]\n11959 26.5492 : 84%|████████▍ | 11969/14234 [02:44<00:26, 84.26it/s]\n11959 26.5492 : 84%|████████▍ | 11978/14234 [02:44<00:28, 79.56it/s]\n11979 23.5757 : 84%|████████▍ | 11978/14234 [02:44<00:28, 79.56it/s]\n11979 23.5757 : 84%|████████▍ | 11987/14234 [02:45<00:30, 73.83it/s]\n11979 23.5757 : 84%|████████▍ | 11998/14234 [02:45<00:27, 82.53it/s]\n11999 10.3872 : 84%|████████▍ | 11998/14234 [02:45<00:27, 82.53it/s]\n11999 10.3872 : 84%|████████▍ | 12009/14234 [02:45<00:24, 89.02it/s]\n12019 11.8718 : 84%|████████▍ | 12009/14234 [02:45<00:24, 89.02it/s]\n12019 11.8718 : 84%|████████▍ | 12020/14234 [02:45<00:23, 92.75it/s]\n12019 11.8718 : 85%|████████▍ | 12031/14234 [02:45<00:23, 95.22it/s]\n12039 15.3516 : 85%|████████▍ | 12031/14234 [02:45<00:23, 95.22it/s]\n12039 15.3516 : 85%|████████▍ | 12041/14234 [02:45<00:22, 95.61it/s]\n12039 15.3516 : 85%|████████▍ | 12051/14234 [02:45<00:22, 95.30it/s]\n12059 15.2406 : 85%|████████▍ | 12051/14234 [02:45<00:22, 95.30it/s]\n12059 15.2406 : 85%|████████▍ | 12061/14234 [02:45<00:22, 94.97it/s]\n12059 15.2406 : 85%|████████▍ | 12071/14234 [02:45<00:23, 93.57it/s]\n12079 25.9746 : 85%|████████▍ | 12071/14234 [02:46<00:23, 93.57it/s]\n12079 25.9746 : 85%|████████▍ | 12081/14234 [02:46<00:23, 90.16it/s]\n12079 25.9746 : 85%|████████▍ | 12091/14234 [02:46<00:24, 88.10it/s]\n12099 11.1119 : 85%|████████▍ | 12091/14234 [02:46<00:24, 88.10it/s]\n12099 11.1119 : 85%|████████▌ | 12101/14234 [02:46<00:23, 90.75it/s]\n12099 11.1119 : 85%|████████▌ | 12112/14234 [02:46<00:22, 94.40it/s]\n12119 11.1264 : 85%|████████▌ | 12112/14234 [02:46<00:22, 94.40it/s]\n12119 11.1264 : 85%|████████▌ | 12123/14234 [02:46<00:21, 96.17it/s]\n12119 11.1264 : 85%|████████▌ | 12133/14234 [02:46<00:21, 97.02it/s]\n12139 11.5608 : 85%|████████▌ | 12133/14234 [02:46<00:21, 97.02it/s]\n12139 11.5608 : 85%|████████▌ | 12143/14234 [02:46<00:21, 96.87it/s]\n12139 11.5608 : 85%|████████▌ | 12153/14234 [02:46<00:21, 96.27it/s]\n12159 14.2028 : 85%|████████▌ | 12153/14234 [02:46<00:21, 96.27it/s]\n12159 14.2028 : 85%|████████▌ | 12163/14234 [02:46<00:21, 95.25it/s]\n12159 14.2028 : 86%|████████▌ | 12173/14234 [02:47<00:21, 94.31it/s]\n12179 25.1450 : 86%|████████▌ | 12173/14234 [02:47<00:21, 94.31it/s]\n12179 25.1450 : 86%|████████▌ | 12183/14234 [02:47<00:22, 91.64it/s]\n12179 25.1450 : 86%|████████▌ | 12193/14234 [02:47<00:23, 88.29it/s]\n12199 16.8094 : 86%|████████▌ | 12193/14234 [02:47<00:23, 88.29it/s]\n12199 16.8094 : 86%|████████▌ | 12202/14234 [02:47<00:23, 87.71it/s]\n12199 16.8094 : 86%|████████▌ | 12213/14234 [02:47<00:21, 93.47it/s]\n12219 10.4941 : 86%|████████▌ | 12213/14234 [02:47<00:21, 93.47it/s]\n12219 10.4941 : 86%|████████▌ | 12224/14234 [02:47<00:20, 97.11it/s]\n12219 10.4941 : 86%|████████▌ | 12235/14234 [02:47<00:20, 98.84it/s]\n12239 10.8166 : 86%|████████▌ | 12235/14234 [02:47<00:20, 98.84it/s]\n12239 10.8166 : 86%|████████▌ | 12246/14234 [02:47<00:19, 99.85it/s]\n12239 10.8166 : 86%|████████▌ | 12257/14234 [02:47<00:19, 99.47it/s]\n12259 12.4878 : 86%|████████▌ | 12257/14234 [02:47<00:19, 99.47it/s]\n12259 12.4878 : 86%|████████▌ | 12267/14234 [02:47<00:19, 98.48it/s]\n12259 12.4878 : 86%|████████▋ | 12277/14234 [02:48<00:20, 97.28it/s]\n12279 20.6379 : 86%|████████▋ | 12277/14234 [02:48<00:20, 97.28it/s]\n12279 20.6379 : 86%|████████▋ | 12287/14234 [02:48<00:20, 94.50it/s]\n12279 20.6379 : 86%|████████▋ | 12297/14234 [02:48<00:21, 90.57it/s]\n12299 26.9179 : 86%|████████▋ | 12297/14234 [02:48<00:21, 90.57it/s]\n12299 26.9179 : 86%|████████▋ | 12307/14234 [02:48<00:22, 87.22it/s]\n12299 26.9179 : 87%|████████▋ | 12318/14234 [02:48<00:20, 92.65it/s]\n12319 10.2657 : 87%|████████▋ | 12318/14234 [02:48<00:20, 92.65it/s]\n12319 10.2657 : 87%|████████▋ | 12329/14234 [02:48<00:19, 96.57it/s]\n12339 10.9263 : 87%|████████▋ | 12329/14234 [02:48<00:19, 96.57it/s]\n12339 10.9263 : 87%|████████▋ | 12340/14234 [02:48<00:19, 98.27it/s]\n12339 10.9263 : 87%|████████▋ | 12351/14234 [02:48<00:18, 99.99it/s]\n12359 11.3379 : 87%|████████▋ | 12351/14234 [02:48<00:18, 99.99it/s]\n12359 11.3379 : 87%|████████▋ | 12362/14234 [02:48<00:18, 100.05it/s]\n12359 11.3379 : 87%|████████▋ | 12373/14234 [02:49<00:18, 99.44it/s]\n12379 12.6037 : 87%|████████▋ | 12373/14234 [02:49<00:18, 99.44it/s]\n12379 12.6037 : 87%|████████▋ | 12383/14234 [02:49<00:18, 98.62it/s]\n12379 12.6037 : 87%|████████▋ | 12393/14234 [02:49<00:19, 95.93it/s]\n12399 23.8858 : 87%|████████▋ | 12393/14234 [02:49<00:19, 95.93it/s]\n12399 23.8858 : 87%|████████▋ | 12403/14234 [02:49<00:20, 90.80it/s]\n12399 23.8858 : 87%|████████▋ | 12413/14234 [02:49<00:20, 87.72it/s]\n12419 10.0315 : 87%|████████▋ | 12413/14234 [02:49<00:20, 87.72it/s]\n12419 10.0315 : 87%|████████▋ | 12424/14234 [02:49<00:19, 91.91it/s]\n12419 10.0315 : 87%|████████▋ | 12435/14234 [02:49<00:18, 95.66it/s]\n12439 11.0907 : 87%|████████▋ | 12435/14234 [02:49<00:18, 95.66it/s]\n12439 11.0907 : 87%|████████▋ | 12446/14234 [02:49<00:18, 97.54it/s]\n12439 11.0907 : 88%|████████▊ | 12457/14234 [02:49<00:17, 98.94it/s]\n12459 10.9841 : 88%|████████▊ | 12457/14234 [02:50<00:17, 98.94it/s]\n12459 10.9841 : 88%|████████▊ | 12468/14234 [02:50<00:17, 100.04it/s]\n12459 10.9841 : 88%|████████▊ | 12479/14234 [02:50<00:17, 100.28it/s]\n12479 11.4422 : 88%|████████▊ | 12479/14234 [02:50<00:17, 100.28it/s]\n12479 11.4422 : 88%|████████▊ | 12490/14234 [02:50<00:17, 99.68it/s]\n12499 20.0872 : 88%|████████▊ | 12490/14234 [02:50<00:17, 99.68it/s]\n12499 20.0872 : 88%|████████▊ | 12500/14234 [02:50<00:17, 97.32it/s]\n12499 20.0872 : 88%|████████▊ | 12510/14234 [02:50<00:18, 93.04it/s]\n12519 21.6314 : 88%|████████▊ | 12510/14234 [02:50<00:18, 93.04it/s]\n12519 21.6314 : 88%|████████▊ | 12520/14234 [02:50<00:19, 89.78it/s]\n12519 21.6314 : 88%|████████▊ | 12530/14234 [02:50<00:18, 92.16it/s]\n12539 11.8496 : 88%|████████▊ | 12530/14234 [02:50<00:18, 92.16it/s]\n12539 11.8496 : 88%|████████▊ | 12540/14234 [02:50<00:18, 93.74it/s]\n12539 11.8496 : 88%|████████▊ | 12550/14234 [02:50<00:17, 94.65it/s]\n12559 11.7689 : 88%|████████▊ | 12550/14234 [02:51<00:17, 94.65it/s]\n12559 11.7689 : 88%|████████▊ | 12560/14234 [02:51<00:17, 95.06it/s]\n12559 11.7689 : 88%|████████▊ | 12570/14234 [02:51<00:17, 96.14it/s]\n12579 11.3473 : 88%|████████▊ | 12570/14234 [02:51<00:17, 96.14it/s]\n12579 11.3473 : 88%|████████▊ | 12580/14234 [02:51<00:17, 96.81it/s]\n12579 11.3473 : 88%|████████▊ | 12590/14234 [02:51<00:16, 96.83it/s]\n12599 16.6907 : 88%|████████▊ | 12590/14234 [02:51<00:16, 96.83it/s]\n12599 16.6907 : 89%|████████▊ | 12600/14234 [02:51<00:17, 94.62it/s]\n12599 16.6907 : 89%|████████▊ | 12610/14234 [02:51<00:17, 91.79it/s]\n12619 20.6199 : 89%|████████▊ | 12610/14234 [02:51<00:17, 91.79it/s]\n12619 20.6199 : 89%|████████▊ | 12620/14234 [02:51<00:18, 88.80it/s]\n12619 20.6199 : 89%|████████▊ | 12629/14234 [02:51<00:18, 86.75it/s]\n12639 11.5177 : 89%|████████▊ | 12629/14234 [02:51<00:18, 86.75it/s]\n12639 11.5177 : 89%|████████▉ | 12640/14234 [02:51<00:17, 90.83it/s]\n12639 11.5177 : 89%|████████▉ | 12650/14234 [02:52<00:17, 93.06it/s]\n12659 11.7272 : 89%|████████▉ | 12650/14234 [02:52<00:17, 93.06it/s]\n12659 11.7272 : 89%|████████▉ | 12660/14234 [02:52<00:16, 94.79it/s]\n12659 11.7272 : 89%|████████▉ | 12671/14234 [02:52<00:16, 96.54it/s]\n12679 11.6284 : 89%|████████▉ | 12671/14234 [02:52<00:16, 96.54it/s]\n12679 11.6284 : 89%|████████▉ | 12682/14234 [02:52<00:15, 97.93it/s]\n12679 11.6284 : 89%|████████▉ | 12692/14234 [02:52<00:15, 98.42it/s]\n12699 14.7752 : 89%|████████▉ | 12692/14234 [02:52<00:15, 98.42it/s]\n12699 14.7752 : 89%|████████▉ | 12702/14234 [02:52<00:15, 96.92it/s]\n12699 14.7752 : 89%|████████▉ | 12712/14234 [02:52<00:16, 95.10it/s]\n12719 22.2172 : 89%|████████▉ | 12712/14234 [02:52<00:16, 95.10it/s]\n12719 22.2172 : 89%|████████▉ | 12722/14234 [02:52<00:16, 91.58it/s]\n12719 22.2172 : 89%|████████▉ | 12732/14234 [02:52<00:16, 88.87it/s]\n12739 10.9567 : 89%|████████▉ | 12732/14234 [02:53<00:16, 88.87it/s]\n12739 10.9567 : 90%|████████▉ | 12742/14234 [02:53<00:16, 90.14it/s]\n12739 10.9567 : 90%|████████▉ | 12753/14234 [02:53<00:15, 93.42it/s]\n12759 11.5288 : 90%|████████▉ | 12753/14234 [02:53<00:15, 93.42it/s]\n12759 11.5288 : 90%|████████▉ | 12764/14234 [02:53<00:15, 95.98it/s]\n12759 11.5288 : 90%|████████▉ | 12775/14234 [02:53<00:14, 97.52it/s]\n12779 12.0114 : 90%|████████▉ | 12775/14234 [02:53<00:14, 97.52it/s]\n12779 12.0114 : 90%|████████▉ | 12785/14234 [02:53<00:14, 98.03it/s]\n12779 12.0114 : 90%|████████▉ | 12795/14234 [02:53<00:14, 98.18it/s]\n12799 12.3139 : 90%|████████▉ | 12795/14234 [02:53<00:14, 98.18it/s]\n12799 12.3139 : 90%|████████▉ | 12805/14234 [02:53<00:14, 97.19it/s]\n12799 12.3139 : 90%|█████████ | 12815/14234 [02:53<00:14, 96.10it/s]\n12819 21.6674 : 90%|█████████ | 12815/14234 [02:53<00:14, 96.10it/s]\n12819 21.6674 : 90%|█████████ | 12825/14234 [02:53<00:15, 92.82it/s]\n12819 21.6674 : 90%|█████████ | 12835/14234 [02:54<00:15, 90.36it/s]\n12839 25.1031 : 90%|█████████ | 12835/14234 [02:54<00:15, 90.36it/s]\n12839 25.1031 : 90%|█████████ | 12845/14234 [02:54<00:15, 88.42it/s]\n12839 25.1031 : 90%|█████████ | 12856/14234 [02:54<00:14, 91.98it/s]\n12859 13.0375 : 90%|█████████ | 12856/14234 [02:54<00:14, 91.98it/s]\n12859 13.0375 : 90%|█████████ | 12867/14234 [02:54<00:14, 94.62it/s]\n12859 13.0375 : 90%|█████████ | 12878/14234 [02:54<00:13, 97.08it/s]\n12879 12.4967 : 90%|█████████ | 12878/14234 [02:54<00:13, 97.08it/s]\n12879 12.4967 : 91%|█████████ | 12889/14234 [02:54<00:13, 98.45it/s]\n12879 12.4967 : 91%|█████████ | 12899/14234 [02:54<00:13, 98.73it/s]\n12899 11.5865 : 91%|█████████ | 12899/14234 [02:54<00:13, 98.73it/s]\n12899 11.5865 : 91%|█████████ | 12909/14234 [02:54<00:13, 98.09it/s]\n12899 11.5865 : 91%|█████████ | 12919/14234 [02:54<00:13, 97.46it/s]\n12919 16.4291 : 91%|█████████ | 12919/14234 [02:54<00:13, 97.46it/s]\n12919 16.4291 : 91%|█████████ | 12929/14234 [02:54<00:13, 94.85it/s]\n12919 16.4291 : 91%|█████████ | 12939/14234 [02:55<00:13, 92.57it/s]\n12939 23.3898 : 91%|█████████ | 12939/14234 [02:55<00:13, 92.57it/s]\n12939 23.3898 : 91%|█████████ | 12949/14234 [02:55<00:14, 89.15it/s]\n12939 23.3898 : 91%|█████████ | 12959/14234 [02:55<00:13, 91.17it/s]\n12959 14.1997 : 91%|█████████ | 12959/14234 [02:55<00:13, 91.17it/s]\n12959 14.1997 : 91%|█████████ | 12969/14234 [02:55<00:13, 92.70it/s]\n12959 14.1997 : 91%|█████████ | 12979/14234 [02:55<00:13, 94.45it/s]\n12979 13.4424 : 91%|█████████ | 12979/14234 [02:55<00:13, 94.45it/s]\n12979 13.4424 : 91%|█████████▏| 12989/14234 [02:55<00:13, 95.75it/s]\n12979 13.4424 : 91%|█████████▏| 12999/14234 [02:55<00:12, 96.53it/s]\n12999 12.5341 : 91%|█████████▏| 12999/14234 [02:55<00:12, 96.53it/s]\n12999 12.5341 : 91%|█████████▏| 13009/14234 [02:55<00:12, 96.69it/s]\n12999 12.5341 : 91%|█████████▏| 13019/14234 [02:55<00:12, 96.30it/s]\n13019 14.4451 : 91%|█████████▏| 13019/14234 [02:55<00:12, 96.30it/s]\n13019 14.4451 : 92%|█████████▏| 13029/14234 [02:56<00:12, 94.93it/s]\n13019 14.4451 : 92%|█████████▏| 13039/14234 [02:56<00:12, 92.96it/s]\n13039 18.6700 : 92%|█████████▏| 13039/14234 [02:56<00:12, 92.96it/s]\n13039 18.6700 : 92%|█████████▏| 13049/14234 [02:56<00:12, 91.38it/s]\n13039 18.6700 : 92%|█████████▏| 13059/14234 [02:56<00:13, 89.42it/s]\n13059 13.1612 : 92%|█████████▏| 13059/14234 [02:56<00:13, 89.42it/s]\n13059 13.1612 : 92%|█████████▏| 13069/14234 [02:56<00:12, 91.86it/s]\n13079 13.8333 : 92%|█████████▏| 13069/14234 [02:56<00:12, 91.86it/s]\n13079 13.8333 : 92%|█████████▏| 13080/14234 [02:56<00:12, 94.37it/s]\n13079 13.8333 : 92%|█████████▏| 13091/14234 [02:56<00:11, 96.71it/s]\n13099 12.8053 : 92%|█████████▏| 13091/14234 [02:56<00:11, 96.71it/s]\n13099 12.8053 : 92%|█████████▏| 13102/14234 [02:56<00:11, 97.95it/s]\n13099 12.8053 : 92%|█████████▏| 13112/14234 [02:56<00:11, 97.96it/s]\n13119 13.3676 : 92%|█████████▏| 13112/14234 [02:56<00:11, 97.96it/s]\n13119 13.3676 : 92%|█████████▏| 13122/14234 [02:57<00:11, 97.02it/s]\n13119 13.3676 : 92%|█████████▏| 13132/14234 [02:57<00:11, 95.83it/s]\n13139 21.3676 : 92%|█████████▏| 13132/14234 [02:57<00:11, 95.83it/s]\n13139 21.3676 : 92%|█████████▏| 13142/14234 [02:57<00:11, 94.07it/s]\n13139 21.3676 : 92%|█████████▏| 13152/14234 [02:57<00:11, 92.96it/s]\n13159 23.4325 : 92%|█████████▏| 13152/14234 [02:57<00:11, 92.96it/s]\n13159 23.4325 : 92%|█████████▏| 13162/14234 [02:57<00:12, 89.32it/s]\n13159 23.4325 : 93%|█████████▎| 13172/14234 [02:57<00:11, 91.07it/s]\n13179 13.6471 : 93%|█████████▎| 13172/14234 [02:57<00:11, 91.07it/s]\n13179 13.6471 : 93%|█████████▎| 13182/14234 [02:57<00:11, 92.79it/s]\n13179 13.6471 : 93%|█████████▎| 13193/14234 [02:57<00:10, 95.39it/s]\n13199 13.5684 : 93%|█████████▎| 13193/14234 [02:57<00:10, 95.39it/s]\n13199 13.5684 : 93%|█████████▎| 13204/14234 [02:57<00:10, 97.18it/s]\n13199 13.5684 : 93%|█████████▎| 13215/14234 [02:58<00:10, 98.48it/s]\n13219 12.5787 : 93%|█████████▎| 13215/14234 [02:58<00:10, 98.48it/s]\n13219 12.5787 : 93%|█████████▎| 13225/14234 [02:58<00:10, 97.81it/s]\n13219 12.5787 : 93%|█████████▎| 13235/14234 [02:58<00:10, 95.77it/s]\n13239 18.0462 : 93%|█████████▎| 13235/14234 [02:58<00:10, 95.77it/s]\n13239 18.0462 : 93%|█████████▎| 13245/14234 [02:58<00:10, 94.37it/s]\n13239 18.0462 : 93%|█████████▎| 13255/14234 [02:58<00:10, 92.64it/s]\n13259 23.7990 : 93%|█████████▎| 13255/14234 [02:58<00:10, 92.64it/s]\n13259 23.7990 : 93%|█████████▎| 13265/14234 [02:58<00:10, 90.65it/s]\n13259 23.7990 : 93%|█████████▎| 13275/14234 [02:58<00:10, 90.12it/s]\n13279 13.0945 : 93%|█████████▎| 13275/14234 [02:58<00:10, 90.12it/s]\n13279 13.0945 : 93%|█████████▎| 13285/14234 [02:58<00:10, 92.50it/s]\n13279 13.0945 : 93%|█████████▎| 13295/14234 [02:58<00:09, 94.32it/s]\n13299 13.5769 : 93%|█████████▎| 13295/14234 [02:58<00:09, 94.32it/s]\n13299 13.5769 : 93%|█████████▎| 13306/14234 [02:58<00:09, 96.20it/s]\n13299 13.5769 : 94%|█████████▎| 13317/14234 [02:59<00:09, 97.73it/s]\n13319 13.4723 : 94%|█████████▎| 13317/14234 [02:59<00:09, 97.73it/s]\n13319 13.4723 : 94%|█████████▎| 13327/14234 [02:59<00:09, 98.35it/s]\n13319 13.4723 : 94%|█████████▎| 13337/14234 [02:59<00:09, 97.62it/s]\n13339 13.9221 : 94%|█████████▎| 13337/14234 [02:59<00:09, 97.62it/s]\n13339 13.9221 : 94%|█████████▍| 13347/14234 [02:59<00:09, 96.15it/s]\n13339 13.9221 : 94%|█████████▍| 13357/14234 [02:59<00:09, 95.15it/s]\n13359 19.5648 : 94%|█████████▍| 13357/14234 [02:59<00:09, 95.15it/s]\n13359 19.5648 : 94%|█████████▍| 13367/14234 [02:59<00:09, 93.36it/s]\n13359 19.5648 : 94%|█████████▍| 13377/14234 [02:59<00:09, 91.77it/s]\n13379 13.1618 : 94%|█████████▍| 13377/14234 [02:59<00:09, 91.77it/s]\n13379 13.1618 : 94%|█████████▍| 13387/14234 [02:59<00:09, 93.99it/s]\n13379 13.1618 : 94%|█████████▍| 13397/14234 [02:59<00:08, 95.28it/s]\n13399 13.4193 : 94%|█████████▍| 13397/14234 [02:59<00:08, 95.28it/s]\n13399 13.4193 : 94%|█████████▍| 13407/14234 [03:00<00:08, 96.04it/s]\n13399 13.4193 : 94%|█████████▍| 13418/14234 [03:00<00:08, 97.48it/s]\n13419 14.0731 : 94%|█████████▍| 13418/14234 [03:00<00:08, 97.48it/s]\n13419 14.0731 : 94%|█████████▍| 13428/14234 [03:00<00:08, 98.02it/s]\n13419 14.0731 : 94%|█████████▍| 13438/14234 [03:00<00:08, 97.72it/s]\n13439 14.0956 : 94%|█████████▍| 13438/14234 [03:00<00:08, 97.72it/s]\n13439 14.0956 : 94%|█████████▍| 13448/14234 [03:00<00:08, 95.86it/s]\n13439 14.0956 : 95%|█████████▍| 13458/14234 [03:00<00:08, 95.18it/s]\n13459 19.5004 : 95%|█████████▍| 13458/14234 [03:00<00:08, 95.18it/s]\n13459 19.5004 : 95%|█████████▍| 13468/14234 [03:00<00:08, 94.00it/s]\n13459 19.5004 : 95%|█████████▍| 13478/14234 [03:00<00:08, 93.18it/s]\n13479 24.5970 : 95%|█████████▍| 13478/14234 [03:00<00:08, 93.18it/s]\n13479 24.5970 : 95%|█████████▍| 13488/14234 [03:00<00:08, 91.59it/s]\n13479 24.5970 : 95%|█████████▍| 13498/14234 [03:01<00:07, 93.15it/s]\n13499 13.8178 : 95%|█████████▍| 13498/14234 [03:01<00:07, 93.15it/s]\n13499 13.8178 : 95%|█████████▍| 13508/14234 [03:01<00:07, 93.57it/s]\n13499 13.8178 : 95%|█████████▍| 13518/14234 [03:01<00:07, 94.66it/s]\n13519 13.9793 : 95%|█████████▍| 13518/14234 [03:01<00:07, 94.66it/s]\n13519 13.9793 : 95%|█████████▌| 13528/14234 [03:01<00:07, 95.49it/s]\n13519 13.9793 : 95%|█████████▌| 13538/14234 [03:01<00:07, 95.62it/s]\n13539 13.4667 : 95%|█████████▌| 13538/14234 [03:01<00:07, 95.62it/s]\n13539 13.4667 : 95%|█████████▌| 13548/14234 [03:01<00:07, 94.31it/s]\n13539 13.4667 : 95%|█████████▌| 13558/14234 [03:01<00:07, 92.83it/s]\n13559 19.6107 : 95%|█████████▌| 13558/14234 [03:01<00:07, 92.83it/s]\n13559 19.6107 : 95%|█████████▌| 13568/14234 [03:01<00:07, 91.22it/s]\n13559 19.6107 : 95%|█████████▌| 13578/14234 [03:01<00:07, 89.72it/s]\n13579 25.7883 : 95%|█████████▌| 13578/14234 [03:01<00:07, 89.72it/s]\n13579 25.7883 : 95%|█████████▌| 13587/14234 [03:01<00:07, 86.42it/s]\n13579 25.7883 : 96%|█████████▌| 13596/14234 [03:02<00:07, 85.16it/s]\n13599 14.5365 : 96%|█████████▌| 13596/14234 [03:02<00:07, 85.16it/s]\n13599 14.5365 : 96%|█████████▌| 13606/14234 [03:02<00:07, 88.35it/s]\n13599 14.5365 : 96%|█████████▌| 13616/14234 [03:02<00:06, 90.84it/s]\n13619 13.7318 : 96%|█████████▌| 13616/14234 [03:02<00:06, 90.84it/s]\n13619 13.7318 : 96%|█████████▌| 13626/14234 [03:02<00:06, 93.25it/s]\n13619 13.7318 : 96%|█████████▌| 13637/14234 [03:02<00:06, 95.51it/s]\n13639 13.5538 : 96%|█████████▌| 13637/14234 [03:02<00:06, 95.51it/s]\n13639 13.5538 : 96%|█████████▌| 13647/14234 [03:02<00:06, 95.87it/s]\n13639 13.5538 : 96%|█████████▌| 13657/14234 [03:02<00:06, 94.61it/s]\n13659 15.9442 : 96%|█████████▌| 13657/14234 [03:02<00:06, 94.61it/s]\n13659 15.9442 : 96%|█████████▌| 13667/14234 [03:02<00:06, 93.77it/s]\n13659 15.9442 : 96%|█████████▌| 13677/14234 [03:02<00:06, 92.59it/s]\n13679 22.2094 : 96%|█████████▌| 13677/14234 [03:02<00:06, 92.59it/s]\n13679 22.2094 : 96%|█████████▌| 13687/14234 [03:03<00:06, 90.69it/s]\n13679 22.2094 : 96%|█████████▌| 13697/14234 [03:03<00:06, 84.68it/s]\n13699 13.0085 : 96%|█████████▌| 13697/14234 [03:03<00:06, 84.68it/s]\n13699 13.0085 : 96%|█████████▋| 13707/14234 [03:03<00:06, 87.12it/s]\n13699 13.0085 : 96%|█████████▋| 13717/14234 [03:03<00:05, 90.48it/s]\n13719 14.4363 : 96%|█████████▋| 13717/14234 [03:03<00:05, 90.48it/s]\n13719 14.4363 : 96%|█████████▋| 13727/14234 [03:03<00:05, 92.80it/s]\n13719 14.4363 : 97%|█████████▋| 13738/14234 [03:03<00:05, 95.61it/s]\n13739 14.3798 : 97%|█████████▋| 13738/14234 [03:03<00:05, 95.61it/s]\n13739 14.3798 : 97%|█████████▋| 13748/14234 [03:03<00:05, 96.65it/s]\n13739 14.3798 : 97%|█████████▋| 13758/14234 [03:03<00:04, 96.33it/s]\n13759 17.1765 : 97%|█████████▋| 13758/14234 [03:03<00:04, 96.33it/s]\n13759 17.1765 : 97%|█████████▋| 13768/14234 [03:03<00:04, 94.93it/s]\n13759 17.1765 : 97%|█████████▋| 13778/14234 [03:04<00:04, 94.00it/s]\n13779 22.3491 : 97%|█████████▋| 13778/14234 [03:04<00:04, 94.00it/s]\n13779 22.3491 : 97%|█████████▋| 13788/14234 [03:04<00:04, 93.38it/s]\n13779 22.3491 : 97%|█████████▋| 13798/14234 [03:04<00:04, 90.88it/s]\n13799 26.2094 : 97%|█████████▋| 13798/14234 [03:04<00:04, 90.88it/s]\n13799 26.2094 : 97%|█████████▋| 13808/14234 [03:04<00:04, 86.10it/s]\n13799 26.2094 : 97%|█████████▋| 13819/14234 [03:04<00:04, 90.74it/s]\n13819 13.1831 : 97%|█████████▋| 13819/14234 [03:04<00:04, 90.74it/s]\n13819 13.1831 : 97%|█████████▋| 13830/14234 [03:04<00:04, 93.92it/s]\n13839 13.6267 : 97%|█████████▋| 13830/14234 [03:04<00:04, 93.92it/s]\n13839 13.6267 : 97%|█████████▋| 13841/14234 [03:04<00:04, 96.66it/s]\n13839 13.6267 : 97%|█████████▋| 13852/14234 [03:04<00:03, 98.28it/s]\n13859 15.5330 : 97%|█████████▋| 13852/14234 [03:04<00:03, 98.28it/s]\n13859 15.5330 : 97%|█████████▋| 13862/14234 [03:04<00:03, 97.15it/s]\n13859 15.5330 : 97%|█████████▋| 13872/14234 [03:05<00:03, 95.93it/s]\n13879 20.2222 : 97%|█████████▋| 13872/14234 [03:05<00:03, 95.93it/s]\n13879 20.2222 : 98%|█████████▊| 13882/14234 [03:05<00:03, 95.23it/s]\n13879 20.2222 : 98%|█████████▊| 13892/14234 [03:05<00:03, 94.88it/s]\n13899 29.0388 : 98%|█████████▊| 13892/14234 [03:05<00:03, 94.88it/s]\n13899 29.0388 : 98%|█████████▊| 13902/14234 [03:05<00:03, 92.77it/s]\n13899 29.0388 : 98%|█████████▊| 13912/14234 [03:05<00:03, 85.46it/s]\n13919 13.8052 : 98%|█████████▊| 13912/14234 [03:05<00:03, 85.46it/s]\n13919 13.8052 : 98%|█████████▊| 13922/14234 [03:05<00:03, 88.57it/s]\n13919 13.8052 : 98%|█████████▊| 13933/14234 [03:05<00:03, 92.10it/s]\n13939 14.1878 : 98%|█████████▊| 13933/14234 [03:05<00:03, 92.10it/s]\n13939 14.1878 : 98%|█████████▊| 13944/14234 [03:05<00:03, 94.48it/s]\n13939 14.1878 : 98%|█████████▊| 13955/14234 [03:05<00:02, 96.28it/s]\n13959 14.9066 : 98%|█████████▊| 13955/14234 [03:05<00:02, 96.28it/s]\n13959 14.9066 : 98%|█████████▊| 13965/14234 [03:06<00:02, 95.53it/s]\n13959 14.9066 : 98%|█████████▊| 13975/14234 [03:06<00:02, 94.54it/s]\n13979 21.1044 : 98%|█████████▊| 13975/14234 [03:06<00:02, 94.54it/s]\n13979 21.1044 : 98%|█████████▊| 13985/14234 [03:06<00:02, 93.78it/s]\n13979 21.1044 : 98%|█████████▊| 13995/14234 [03:06<00:02, 92.77it/s]\n13999 25.0883 : 98%|█████████▊| 13995/14234 [03:06<00:02, 92.77it/s]\n13999 25.0883 : 98%|█████████▊| 14005/14234 [03:06<00:02, 91.50it/s]\n13999 25.0883 : 98%|█████████▊| 14015/14234 [03:06<00:02, 85.97it/s]\n14019 14.0781 : 98%|█████████▊| 14015/14234 [03:06<00:02, 85.97it/s]\n14019 14.0781 : 99%|█████████▊| 14024/14234 [03:06<00:02, 82.68it/s]\n14019 14.0781 : 99%|█████████▊| 14034/14234 [03:06<00:02, 86.71it/s]\n14039 14.4205 : 99%|█████████▊| 14034/14234 [03:06<00:02, 86.71it/s]\n14039 14.4205 : 99%|█████████▊| 14044/14234 [03:06<00:02, 89.67it/s]\n14039 14.4205 : 99%|█████████▊| 14054/14234 [03:07<00:01, 91.22it/s]\n14059 15.2151 : 99%|█████████▊| 14054/14234 [03:07<00:01, 91.22it/s]\n14059 15.2151 : 99%|█████████▉| 14064/14234 [03:07<00:01, 91.16it/s]\n14059 15.2151 : 99%|█████████▉| 14074/14234 [03:07<00:01, 89.53it/s]\n14079 21.8150 : 99%|█████████▉| 14074/14234 [03:07<00:01, 89.53it/s]\n14079 21.8150 : 99%|█████████▉| 14083/14234 [03:07<00:01, 88.71it/s]\n14079 21.8150 : 99%|█████████▉| 14092/14234 [03:07<00:01, 87.88it/s]\n14099 23.6731 : 99%|█████████▉| 14092/14234 [03:07<00:01, 87.88it/s]\n14099 23.6731 : 99%|█████████▉| 14101/14234 [03:07<00:01, 87.16it/s]\n14099 23.6731 : 99%|█████████▉| 14110/14234 [03:07<00:01, 84.39it/s]\n14099 23.6731 : 99%|█████████▉| 14119/14234 [03:07<00:01, 77.05it/s]\n14119 25.6932 : 99%|█████████▉| 14119/14234 [03:07<00:01, 77.05it/s]\n14119 25.6932 : 99%|█████████▉| 14127/14234 [03:07<00:01, 70.53it/s]\n14119 25.6932 : 99%|█████████▉| 14137/14234 [03:08<00:01, 77.24it/s]\n14139 14.8952 : 99%|█████████▉| 14137/14234 [03:08<00:01, 77.24it/s]\n14139 14.8952 : 99%|█████████▉| 14147/14234 [03:08<00:01, 82.97it/s]\n14139 14.8952 : 99%|█████████▉| 14157/14234 [03:08<00:00, 87.08it/s]\n14159 15.3185 : 99%|█████████▉| 14157/14234 [03:08<00:00, 87.08it/s]\n14159 15.3185 : 100%|█████████▉| 14167/14234 [03:08<00:00, 88.54it/s]\n14159 15.3185 : 100%|█████████▉| 14177/14234 [03:08<00:00, 89.06it/s]\n14179 23.8443 : 100%|█████████▉| 14177/14234 [03:08<00:00, 89.06it/s]\n14179 23.8443 : 100%|█████████▉| 14186/14234 [03:08<00:00, 89.07it/s]\n14179 23.8443 : 100%|█████████▉| 14195/14234 [03:08<00:00, 88.82it/s]\n14199 22.4368 : 100%|█████████▉| 14195/14234 [03:08<00:00, 88.82it/s]\n14199 22.4368 : 100%|█████████▉| 14204/14234 [03:08<00:00, 88.49it/s]\n14199 22.4368 : 100%|█████████▉| 14213/14234 [03:08<00:00, 86.18it/s]\n14219 28.2303 : 100%|█████████▉| 14213/14234 [03:09<00:00, 86.18it/s]\n14219 28.2303 : 100%|█████████▉| 14222/14234 [03:09<00:00, 78.38it/s]\n14219 28.2303 : 100%|█████████▉| 14230/14234 [03:09<00:00, 70.75it/s]\n14219 28.2303 : 100%|██████████| 14234/14234 [03:09<00:00, 75.21it/s]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 1\n epoch_size: 133\n batches_per_epoch: 133\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/133 [00:00<?, ?it/s]/root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/torch/nn/functional.py:3609: UserWarning: Default upsampling behavior when mode=bilinear is changed to align_corners=False since 0.4.0. Please specify align_corners=True if the old behavior is desired. See the documentation of nn.Upsample for details.\n warnings.warn(\n/root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/torch/nn/functional.py:3657: UserWarning: The default behavior for interpolate/upsample with float scale_factor changed in 1.6.0 to align with other frameworks/libraries, and now uses scale_factor directly, instead of relying on the computed output size. If you wish to restore the old behavior, please set recompute_scale_factor=True. See the documentation of nn.Upsample for details.\n warnings.warn(\n/root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/torch/nn/functional.py:718: UserWarning: Named tensors and all their associated APIs are an experimental feature and subject to change. Please do not use them for anything important until they are released as stable. (Triggered internally at /pytorch/c10/core/TensorImpl.h:1156.)\n return torch.max_pool2d(input, kernel_size, stride, padding, dilation, ceil_mode)\n\n 1%| | 1/133 [00:01<02:51, 1.30s/it]\n 2%|▏ | 2/133 [00:02<02:40, 1.23s/it]\n 2%|▏ | 3/133 [00:03<02:25, 1.12s/it]\n 3%|▎ | 4/133 [00:04<01:59, 1.08it/s]\n 4%|▍ | 5/133 [00:05<02:08, 1.01s/it]\n 5%|▍ | 6/133 [00:05<01:52, 1.13it/s]\n 5%|▌ | 7/133 [00:07<02:04, 1.01it/s]\n 6%|▌ | 8/133 [00:08<02:14, 1.08s/it]\n 7%|▋ | 9/133 [00:09<01:59, 1.04it/s]\n 8%|▊ | 10/133 [00:09<01:55, 1.06it/s]\n 8%|▊ | 11/133 [00:10<01:49, 1.12it/s]\n 9%|▉ | 12/133 [00:11<01:58, 1.02it/s]\n 10%|▉ | 13/133 [00:13<02:02, 1.02s/it]\n 11%|█ | 14/133 [00:13<01:56, 1.02it/s]\n 11%|█▏ | 15/133 [00:14<01:42, 1.15it/s]\n 12%|█▏ | 16/133 [00:15<01:52, 1.04it/s]\n 13%|█▎ | 17/133 [00:16<01:53, 1.03it/s]\n 14%|█▎ | 18/133 [00:17<01:50, 1.04it/s]\n 14%|█▍ | 19/133 [00:18<01:39, 1.15it/s]\n14253 0.4480 0.0424 0.0010 : 14%|█▍ | 19/133 [00:19<01:39, 1.15it/s]\n14253 0.4480 0.0424 0.0010 : 15%|█▌ | 20/133 [00:19<01:48, 1.04it/s]\n14253 0.4480 0.0424 0.0010 : 16%|█▌ | 21/133 [00:20<01:52, 1.01s/it]\n14253 0.4480 0.0424 0.0010 : 17%|█▋ | 22/133 [00:21<01:46, 1.04it/s]\n14253 0.4480 0.0424 0.0010 : 17%|█▋ | 23/133 [00:22<01:45, 1.04it/s]\n14253 0.4480 0.0424 0.0010 : 18%|█▊ | 24/133 [00:23<01:39, 1.09it/s]\n14253 0.4480 0.0424 0.0010 : 19%|█▉ | 25/133 [00:24<01:39, 1.08it/s]\n14253 0.4480 0.0424 0.0010 : 20%|█▉ | 26/133 [00:25<01:49, 1.02s/it]\n14253 0.4480 0.0424 0.0010 : 20%|██ | 27/133 [00:26<01:35, 1.11it/s]\n14253 0.4480 0.0424 0.0010 : 21%|██ | 28/133 [00:27<01:46, 1.01s/it]\n14253 0.4480 0.0424 0.0010 : 22%|██▏ | 29/133 [00:28<01:35, 1.09it/s]\n14253 0.4480 0.0424 0.0010 : 23%|██▎ | 30/133 [00:29<01:40, 1.02it/s]\n14253 0.4480 0.0424 0.0010 : 23%|██▎ | 31/133 [00:30<01:40, 1.01it/s]\n14253 0.4480 0.0424 0.0010 : 24%|██▍ | 32/133 [00:31<01:39, 1.02it/s]\n14253 0.4480 0.0424 0.0010 : 25%|██▍ | 33/133 [00:32<01:36, 1.03it/s]\n14253 0.4480 0.0424 0.0010 : 26%|██▌ | 34/133 [00:33<01:39, 1.00s/it]\n14253 0.4480 0.0424 0.0010 : 26%|██▋ | 35/133 [00:34<01:42, 1.05s/it]\n14253 0.4480 0.0424 0.0010 : 27%|██▋ | 36/133 [00:35<01:40, 1.03s/it]\n14253 0.4480 0.0424 0.0010 : 28%|██▊ | 37/133 [00:36<01:33, 1.03it/s]\n14253 0.4480 0.0424 0.0010 : 29%|██▊ | 38/133 [00:37<01:30, 1.05it/s]\n14253 0.4480 0.0424 0.0010 : 29%|██▉ | 39/133 [00:38<01:36, 1.02s/it]\n14273 0.4480 0.0429 0.0012 : 29%|██▉ | 39/133 [00:39<01:36, 1.02s/it]\n14273 0.4480 0.0429 0.0012 : 30%|███ | 40/133 [00:39<01:39, 1.07s/it]\n14273 0.4480 0.0429 0.0012 : 31%|███ | 41/133 [00:40<01:33, 1.02s/it]\n14273 0.4480 0.0429 0.0012 : 32%|███▏ | 42/133 [00:41<01:27, 1.04it/s]\n14273 0.4480 0.0429 0.0012 : 32%|███▏ | 43/133 [00:42<01:25, 1.05it/s]\n14273 0.4480 0.0429 0.0012 : 33%|███▎ | 44/133 [00:43<01:31, 1.02s/it]\n14273 0.4480 0.0429 0.0012 : 34%|███▍ | 45/133 [00:44<01:35, 1.09s/it]\n14273 0.4480 0.0429 0.0012 : 35%|███▍ | 46/133 [00:45<01:28, 1.01s/it]\n14273 0.4480 0.0429 0.0012 : 35%|███▌ | 47/133 [00:46<01:26, 1.01s/it]\n14273 0.4480 0.0429 0.0012 : 36%|███▌ | 48/133 [00:47<01:30, 1.06s/it]\n14273 0.4480 0.0429 0.0012 : 37%|███▋ | 49/133 [00:48<01:32, 1.10s/it]\n14273 0.4480 0.0429 0.0012 : 38%|███▊ | 50/133 [00:49<01:20, 1.03it/s]\n14273 0.4480 0.0429 0.0012 : 38%|███▊ | 51/133 [00:49<01:10, 1.16it/s]\n14273 0.4480 0.0429 0.0012 : 39%|███▉ | 52/133 [00:51<01:15, 1.07it/s]\n14273 0.4480 0.0429 0.0012 : 40%|███▉ | 53/133 [00:51<01:12, 1.10it/s]\n14273 0.4480 0.0429 0.0012 : 41%|████ | 54/133 [00:53<01:17, 1.02it/s]\n14273 0.4480 0.0429 0.0012 : 41%|████▏ | 55/133 [00:54<01:21, 1.04s/it]\n14273 0.4480 0.0429 0.0012 : 42%|████▏ | 56/133 [00:55<01:18, 1.03s/it]\n14273 0.4480 0.0429 0.0012 : 43%|████▎ | 57/133 [00:55<01:09, 1.09it/s]\n14273 0.4480 0.0429 0.0012 : 44%|████▎ | 58/133 [00:56<01:08, 1.09it/s]\n14273 0.4480 0.0429 0.0012 : 44%|████▍ | 59/133 [00:57<01:05, 1.13it/s]\n14293 0.4364 0.0335 0.0006 : 44%|████▍ | 59/133 [00:58<01:05, 1.13it/s]\n14293 0.4364 0.0335 0.0006 : 45%|████▌ | 60/133 [00:58<01:00, 1.21it/s]\n14293 0.4364 0.0335 0.0006 : 46%|████▌ | 61/133 [00:59<01:06, 1.09it/s]\n14293 0.4364 0.0335 0.0006 : 47%|████▋ | 62/133 [01:00<01:07, 1.06it/s]\n14293 0.4364 0.0335 0.0006 : 47%|████▋ | 63/133 [01:01<00:59, 1.18it/s]\n14293 0.4364 0.0335 0.0006 : 48%|████▊ | 64/133 [01:01<00:59, 1.15it/s]\n14293 0.4364 0.0335 0.0006 : 49%|████▉ | 65/133 [01:02<01:01, 1.11it/s]\n14293 0.4364 0.0335 0.0006 : 50%|████▉ | 66/133 [01:04<01:07, 1.00s/it]\n14293 0.4364 0.0335 0.0006 : 50%|█████ | 67/133 [01:05<01:09, 1.06s/it]\n14293 0.4364 0.0335 0.0006 : 51%|█████ | 68/133 [01:05<01:00, 1.08it/s]\n14293 0.4364 0.0335 0.0006 : 52%|█████▏ | 69/133 [01:06<00:52, 1.21it/s]\n14293 0.4364 0.0335 0.0006 : 53%|█████▎ | 70/133 [01:07<00:47, 1.34it/s]\n14293 0.4364 0.0335 0.0006 : 53%|█████▎ | 71/133 [01:08<00:53, 1.16it/s]\n14293 0.4364 0.0335 0.0006 : 54%|█████▍ | 72/133 [01:08<00:47, 1.28it/s]\n14293 0.4364 0.0335 0.0006 : 55%|█████▍ | 73/133 [01:10<00:53, 1.11it/s]\n14293 0.4364 0.0335 0.0006 : 56%|█████▌ | 74/133 [01:10<00:48, 1.21it/s]\n14293 0.4364 0.0335 0.0006 : 56%|█████▋ | 75/133 [01:11<00:49, 1.16it/s]\n14293 0.4364 0.0335 0.0006 : 57%|█████▋ | 76/133 [01:12<00:50, 1.13it/s]\n14293 0.4364 0.0335 0.0006 : 58%|█████▊ | 77/133 [01:13<00:51, 1.09it/s]\n14293 0.4364 0.0335 0.0006 : 59%|█████▊ | 78/133 [01:14<00:54, 1.00it/s]\n14293 0.4364 0.0335 0.0006 : 59%|█████▉ | 79/133 [01:15<00:57, 1.06s/it]\n14313 0.4286 0.0412 0.0013 : 59%|█████▉ | 79/133 [01:16<00:57, 1.06s/it]\n14313 0.4286 0.0412 0.0013 : 60%|██████ | 80/133 [01:16<00:55, 1.05s/it]\n14313 0.4286 0.0412 0.0013 : 61%|██████ | 81/133 [01:18<00:56, 1.09s/it]\n14313 0.4286 0.0412 0.0013 : 62%|██████▏ | 82/133 [01:19<00:57, 1.13s/it]\n14313 0.4286 0.0412 0.0013 : 62%|██████▏ | 83/133 [01:20<00:48, 1.02it/s]\n14313 0.4286 0.0412 0.0013 : 63%|██████▎ | 84/133 [01:21<00:49, 1.02s/it]\n14313 0.4286 0.0412 0.0013 : 64%|██████▍ | 85/133 [01:21<00:42, 1.13it/s]\n14313 0.4286 0.0412 0.0013 : 65%|██████▍ | 86/133 [01:22<00:44, 1.06it/s]\n14313 0.4286 0.0412 0.0013 : 65%|██████▌ | 87/133 [01:23<00:46, 1.01s/it]\n14313 0.4286 0.0412 0.0013 : 66%|██████▌ | 88/133 [01:25<00:46, 1.03s/it]\n14313 0.4286 0.0412 0.0013 : 67%|██████▋ | 89/133 [01:26<00:44, 1.02s/it]\n14313 0.4286 0.0412 0.0013 : 68%|██████▊ | 90/133 [01:27<00:45, 1.07s/it]\n14313 0.4286 0.0412 0.0013 : 68%|██████▊ | 91/133 [01:28<00:44, 1.07s/it]\n14313 0.4286 0.0412 0.0013 : 69%|██████▉ | 92/133 [01:29<00:41, 1.02s/it]\n14313 0.4286 0.0412 0.0013 : 70%|██████▉ | 93/133 [01:30<00:39, 1.01it/s]\n14313 0.4286 0.0412 0.0013 : 71%|███████ | 94/133 [01:31<00:40, 1.03s/it]\n14313 0.4286 0.0412 0.0013 : 71%|███████▏ | 95/133 [01:31<00:34, 1.09it/s]\n14313 0.4286 0.0412 0.0013 : 72%|███████▏ | 96/133 [01:32<00:34, 1.07it/s]\n14313 0.4286 0.0412 0.0013 : 73%|███████▎ | 97/133 [01:33<00:32, 1.12it/s]\n14313 0.4286 0.0412 0.0013 : 74%|███████▎ | 98/133 [01:34<00:34, 1.03it/s]\n14313 0.4286 0.0412 0.0013 : 74%|███████▍ | 99/133 [01:35<00:35, 1.03s/it]\n14333 0.4318 0.0404 0.0008 : 74%|███████▍ | 99/133 [01:36<00:35, 1.03s/it]\n14333 0.4318 0.0404 0.0008 : 75%|███████▌ | 100/133 [01:36<00:33, 1.02s/it]\n14333 0.4318 0.0404 0.0008 : 76%|███████▌ | 101/133 [01:38<00:34, 1.08s/it]\n14333 0.4318 0.0404 0.0008 : 77%|███████▋ | 102/133 [01:39<00:30, 1.01it/s]\n14333 0.4318 0.0404 0.0008 : 77%|███████▋ | 103/133 [01:39<00:26, 1.13it/s]\n14333 0.4318 0.0404 0.0008 : 78%|███████▊ | 104/133 [01:40<00:27, 1.05it/s]\n14333 0.4318 0.0404 0.0008 : 79%|███████▉ | 105/133 [01:41<00:26, 1.05it/s]\n14333 0.4318 0.0404 0.0008 : 80%|███████▉ | 106/133 [01:42<00:26, 1.04it/s]\n14333 0.4318 0.0404 0.0008 : 80%|████████ | 107/133 [01:43<00:26, 1.03s/it]\n14333 0.4318 0.0404 0.0008 : 81%|████████ | 108/133 [01:44<00:24, 1.01it/s]\n14333 0.4318 0.0404 0.0008 : 82%|████████▏ | 109/133 [01:45<00:23, 1.03it/s]\n14333 0.4318 0.0404 0.0008 : 83%|████████▎ | 110/133 [01:46<00:19, 1.15it/s]\n14333 0.4318 0.0404 0.0008 : 83%|████████▎ | 111/133 [01:47<00:20, 1.05it/s]\n14333 0.4318 0.0404 0.0008 : 84%|████████▍ | 112/133 [01:48<00:21, 1.02s/it]\n14333 0.4318 0.0404 0.0008 : 85%|████████▍ | 113/133 [01:49<00:20, 1.01s/it]\n14333 0.4318 0.0404 0.0008 : 86%|████████▌ | 114/133 [01:50<00:20, 1.07s/it]\n14333 0.4318 0.0404 0.0008 : 86%|████████▋ | 115/133 [01:52<00:19, 1.10s/it]\n14333 0.4318 0.0404 0.0008 : 87%|████████▋ | 116/133 [01:52<00:17, 1.05s/it]\n14333 0.4318 0.0404 0.0008 : 88%|████████▊ | 117/133 [01:54<00:17, 1.08s/it]\n14333 0.4318 0.0404 0.0008 : 89%|████████▊ | 118/133 [01:55<00:16, 1.10s/it]\n14333 0.4318 0.0404 0.0008 : 89%|████████▉ | 119/133 [01:56<00:14, 1.01s/it]\n14353 0.4025 0.0348 0.0006 : 89%|████████▉ | 119/133 [01:56<00:14, 1.01s/it]\n14353 0.4025 0.0348 0.0006 : 90%|█████████ | 120/133 [01:56<00:11, 1.10it/s]\n14353 0.4025 0.0348 0.0006 : 91%|█████████ | 121/133 [01:57<00:11, 1.01it/s]\n14353 0.4025 0.0348 0.0006 : 92%|█████████▏| 122/133 [01:58<00:09, 1.13it/s]\n14353 0.4025 0.0348 0.0006 : 92%|█████████▏| 123/133 [01:59<00:08, 1.24it/s]\n14353 0.4025 0.0348 0.0006 : 93%|█████████▎| 124/133 [02:00<00:07, 1.19it/s]\n14353 0.4025 0.0348 0.0006 : 94%|█████████▍| 125/133 [02:00<00:06, 1.29it/s]\n14353 0.4025 0.0348 0.0006 : 95%|█████████▍| 126/133 [02:01<00:06, 1.12it/s]\n14353 0.4025 0.0348 0.0006 : 95%|█████████▌| 127/133 [02:02<00:04, 1.24it/s]\n14353 0.4025 0.0348 0.0006 : 96%|█████████▌| 128/133 [02:03<00:04, 1.12it/s]\n14353 0.4025 0.0348 0.0006 : 97%|█████████▋| 129/133 [02:04<00:03, 1.09it/s]\n14353 0.4025 0.0348 0.0006 : 98%|█████████▊| 130/133 [02:05<00:02, 1.07it/s]\n14353 0.4025 0.0348 0.0006 : 98%|█████████▊| 131/133 [02:06<00:01, 1.05it/s]\n14353 0.4025 0.0348 0.0006 : 99%|█████████▉| 132/133 [02:07<00:01, 1.02s/it]\n14353 0.4025 0.0348 0.0006 : 100%|██████████| 133/133 [02:08<00:00, 1.06s/it]\n14353 0.4025 0.0348 0.0006 : 100%|██████████| 133/133 [02:08<00:00, 1.03it/s]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 2\n epoch_size: 133\n batches_per_epoch: 133\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/133 [00:00<?, ?it/s]\n 1%| | 1/133 [00:00<01:16, 1.72it/s]\n 2%|▏ | 2/133 [00:01<01:17, 1.70it/s]\n 2%|▏ | 3/133 [00:02<01:56, 1.12it/s]\n 3%|▎ | 4/133 [00:03<02:11, 1.02s/it]\n 4%|▍ | 5/133 [00:04<02:04, 1.03it/s]\n 5%|▍ | 6/133 [00:05<01:50, 1.15it/s]\n 5%|▌ | 7/133 [00:05<01:39, 1.27it/s]\n 6%|▌ | 8/133 [00:06<01:30, 1.38it/s]\n 7%|▋ | 9/133 [00:07<01:47, 1.16it/s]\n 8%|▊ | 10/133 [00:08<01:58, 1.04it/s]\n 8%|▊ | 11/133 [00:09<01:58, 1.03it/s]\n 9%|▉ | 12/133 [00:10<01:43, 1.16it/s]\n 10%|▉ | 13/133 [00:11<01:53, 1.06it/s]\n 11%|█ | 14/133 [00:12<01:59, 1.00s/it]\n 11%|█▏ | 15/133 [00:13<02:02, 1.04s/it]\n 12%|█▏ | 16/133 [00:14<02:00, 1.03s/it]\n 13%|█▎ | 17/133 [00:15<02:04, 1.08s/it]\n 14%|█▎ | 18/133 [00:17<02:07, 1.11s/it]\n 14%|█▍ | 19/133 [00:18<02:12, 1.16s/it]\n14386 0.4027 0.0496 0.0012 : 14%|█▍ | 19/133 [00:19<02:12, 1.16s/it]\n14386 0.4027 0.0496 0.0012 : 15%|█▌ | 20/133 [00:19<02:13, 1.18s/it]\n14386 0.4027 0.0496 0.0012 : 16%|█▌ | 21/133 [00:20<02:10, 1.17s/it]\n14386 0.4027 0.0496 0.0012 : 17%|█▋ | 22/133 [00:21<02:02, 1.11s/it]\n14386 0.4027 0.0496 0.0012 : 17%|█▋ | 23/133 [00:22<02:03, 1.12s/it]\n14386 0.4027 0.0496 0.0012 : 18%|█▊ | 24/133 [00:24<02:03, 1.14s/it]\n14386 0.4027 0.0496 0.0012 : 19%|█▉ | 25/133 [00:24<01:53, 1.05s/it]\n14386 0.4027 0.0496 0.0012 : 20%|█▉ | 26/133 [00:25<01:45, 1.01it/s]\n14386 0.4027 0.0496 0.0012 : 20%|██ | 27/133 [00:26<01:51, 1.06s/it]\n14386 0.4027 0.0496 0.0012 : 21%|██ | 28/133 [00:28<01:54, 1.09s/it]\n14386 0.4027 0.0496 0.0012 : 22%|██▏ | 29/133 [00:29<01:56, 1.12s/it]\n14386 0.4027 0.0496 0.0012 : 23%|██▎ | 30/133 [00:30<01:57, 1.14s/it]\n14386 0.4027 0.0496 0.0012 : 23%|██▎ | 31/133 [00:31<01:57, 1.16s/it]\n14386 0.4027 0.0496 0.0012 : 24%|██▍ | 32/133 [00:32<01:56, 1.15s/it]\n14386 0.4027 0.0496 0.0012 : 25%|██▍ | 33/133 [00:34<01:56, 1.16s/it]\n14386 0.4027 0.0496 0.0012 : 26%|██▌ | 34/133 [00:35<01:54, 1.15s/it]\n14386 0.4027 0.0496 0.0012 : 26%|██▋ | 35/133 [00:36<01:52, 1.15s/it]\n14386 0.4027 0.0496 0.0012 : 27%|██▋ | 36/133 [00:37<01:53, 1.17s/it]\n14386 0.4027 0.0496 0.0012 : 28%|██▊ | 37/133 [00:38<01:36, 1.00s/it]\n14386 0.4027 0.0496 0.0012 : 29%|██▊ | 38/133 [00:39<01:37, 1.03s/it]\n14386 0.4027 0.0496 0.0012 : 29%|██▉ | 39/133 [00:40<01:40, 1.07s/it]\n14406 0.4010 0.0429 0.0011 : 29%|██▉ | 39/133 [00:41<01:40, 1.07s/it]\n14406 0.4010 0.0429 0.0011 : 30%|███ | 40/133 [00:41<01:42, 1.10s/it]\n14406 0.4010 0.0429 0.0011 : 31%|███ | 41/133 [00:42<01:30, 1.02it/s]\n14406 0.4010 0.0429 0.0011 : 32%|███▏ | 42/133 [00:43<01:35, 1.05s/it]\n14406 0.4010 0.0429 0.0011 : 32%|███▏ | 43/133 [00:44<01:36, 1.07s/it]\n14406 0.4010 0.0429 0.0011 : 33%|███▎ | 44/133 [00:45<01:33, 1.05s/it]\n14406 0.4010 0.0429 0.0011 : 34%|███▍ | 45/133 [00:46<01:22, 1.06it/s]\n14406 0.4010 0.0429 0.0011 : 35%|███▍ | 46/133 [00:47<01:21, 1.07it/s]\n14406 0.4010 0.0429 0.0011 : 35%|███▌ | 47/133 [00:47<01:11, 1.20it/s]\n14406 0.4010 0.0429 0.0011 : 36%|███▌ | 48/133 [00:48<01:17, 1.09it/s]\n14406 0.4010 0.0429 0.0011 : 37%|███▋ | 49/133 [00:49<01:09, 1.21it/s]\n14406 0.4010 0.0429 0.0011 : 38%|███▊ | 50/133 [00:50<01:17, 1.07it/s]\n14406 0.4010 0.0429 0.0011 : 38%|███▊ | 51/133 [00:51<01:21, 1.01it/s]\n14406 0.4010 0.0429 0.0011 : 39%|███▉ | 52/133 [00:52<01:19, 1.02it/s]\n14406 0.4010 0.0429 0.0011 : 40%|███▉ | 53/133 [00:53<01:09, 1.14it/s]\n14406 0.4010 0.0429 0.0011 : 41%|████ | 54/133 [00:54<01:16, 1.04it/s]\n14406 0.4010 0.0429 0.0011 : 41%|████▏ | 55/133 [00:55<01:20, 1.03s/it]\n14406 0.4010 0.0429 0.0011 : 42%|████▏ | 56/133 [00:56<01:14, 1.03it/s]\n14406 0.4010 0.0429 0.0011 : 43%|████▎ | 57/133 [00:57<01:18, 1.03s/it]\n14406 0.4010 0.0429 0.0011 : 44%|████▎ | 58/133 [00:59<01:22, 1.10s/it]\n14406 0.4010 0.0429 0.0011 : 44%|████▍ | 59/133 [01:00<01:22, 1.11s/it]\n14426 0.4049 0.0296 0.0008 : 44%|████▍ | 59/133 [01:00<01:22, 1.11s/it]\n14426 0.4049 0.0296 0.0008 : 45%|████▌ | 60/133 [01:00<01:09, 1.05it/s]\n14426 0.4049 0.0296 0.0008 : 46%|████▌ | 61/133 [01:01<01:02, 1.15it/s]\n14426 0.4049 0.0296 0.0008 : 47%|████▋ | 62/133 [01:02<01:03, 1.11it/s]\n14426 0.4049 0.0296 0.0008 : 47%|████▋ | 63/133 [01:03<01:08, 1.03it/s]\n14426 0.4049 0.0296 0.0008 : 48%|████▊ | 64/133 [01:04<01:07, 1.02it/s]\n14426 0.4049 0.0296 0.0008 : 49%|████▉ | 65/133 [01:05<01:10, 1.04s/it]\n14426 0.4049 0.0296 0.0008 : 50%|████▉ | 66/133 [01:06<01:02, 1.08it/s]\n14426 0.4049 0.0296 0.0008 : 50%|█████ | 67/133 [01:07<01:04, 1.02it/s]\n14426 0.4049 0.0296 0.0008 : 51%|█████ | 68/133 [01:08<01:07, 1.05s/it]\n14426 0.4049 0.0296 0.0008 : 52%|█████▏ | 69/133 [01:09<01:00, 1.06it/s]\n14426 0.4049 0.0296 0.0008 : 53%|█████▎ | 70/133 [01:10<01:03, 1.02s/it]\n14426 0.4049 0.0296 0.0008 : 53%|█████▎ | 71/133 [01:11<01:06, 1.07s/it]\n14426 0.4049 0.0296 0.0008 : 54%|█████▍ | 72/133 [01:12<00:57, 1.06it/s]\n14426 0.4049 0.0296 0.0008 : 55%|█████▍ | 73/133 [01:13<00:59, 1.00it/s]\n14426 0.4049 0.0296 0.0008 : 56%|█████▌ | 74/133 [01:14<01:03, 1.08s/it]\n14426 0.4049 0.0296 0.0008 : 56%|█████▋ | 75/133 [01:15<01:00, 1.05s/it]\n14426 0.4049 0.0296 0.0008 : 57%|█████▋ | 76/133 [01:17<01:04, 1.12s/it]\n14426 0.4049 0.0296 0.0008 : 58%|█████▊ | 77/133 [01:18<01:03, 1.13s/it]\n14426 0.4049 0.0296 0.0008 : 59%|█████▊ | 78/133 [01:18<00:54, 1.00it/s]\n14426 0.4049 0.0296 0.0008 : 59%|█████▉ | 79/133 [01:19<00:50, 1.06it/s]\n14446 0.4065 0.0495 0.0015 : 59%|█████▉ | 79/133 [01:20<00:50, 1.06it/s]\n14446 0.4065 0.0495 0.0015 : 60%|██████ | 80/133 [01:20<00:49, 1.06it/s]\n14446 0.4065 0.0495 0.0015 : 61%|██████ | 81/133 [01:21<00:46, 1.12it/s]\n14446 0.4065 0.0495 0.0015 : 62%|██████▏ | 82/133 [01:22<00:49, 1.04it/s]\n14446 0.4065 0.0495 0.0015 : 62%|██████▏ | 83/133 [01:23<00:43, 1.16it/s]\n14446 0.4065 0.0495 0.0015 : 63%|██████▎ | 84/133 [01:24<00:45, 1.08it/s]\n14446 0.4065 0.0495 0.0015 : 64%|██████▍ | 85/133 [01:24<00:40, 1.20it/s]\n14446 0.4065 0.0495 0.0015 : 65%|██████▍ | 86/133 [01:26<00:44, 1.06it/s]\n14446 0.4065 0.0495 0.0015 : 65%|██████▌ | 87/133 [01:26<00:39, 1.17it/s]\n14446 0.4065 0.0495 0.0015 : 66%|██████▌ | 88/133 [01:27<00:42, 1.07it/s]\n14446 0.4065 0.0495 0.0015 : 67%|██████▋ | 89/133 [01:29<00:43, 1.00it/s]\n14446 0.4065 0.0495 0.0015 : 68%|██████▊ | 90/133 [01:30<00:45, 1.06s/it]\n14446 0.4065 0.0495 0.0015 : 68%|██████▊ | 91/133 [01:30<00:39, 1.06it/s]\n14446 0.4065 0.0495 0.0015 : 69%|██████▉ | 92/133 [01:32<00:41, 1.00s/it]\n14446 0.4065 0.0495 0.0015 : 70%|██████▉ | 93/133 [01:33<00:42, 1.07s/it]\n14446 0.4065 0.0495 0.0015 : 71%|███████ | 94/133 [01:33<00:36, 1.06it/s]\n14446 0.4065 0.0495 0.0015 : 71%|███████▏ | 95/133 [01:34<00:31, 1.20it/s]\n14446 0.4065 0.0495 0.0015 : 72%|███████▏ | 96/133 [01:35<00:34, 1.08it/s]\n14446 0.4065 0.0495 0.0015 : 73%|███████▎ | 97/133 [01:36<00:30, 1.20it/s]\n14446 0.4065 0.0495 0.0015 : 74%|███████▎ | 98/133 [01:37<00:33, 1.06it/s]\n14446 0.4065 0.0495 0.0015 : 74%|███████▍ | 99/133 [01:38<00:28, 1.20it/s]\n14466 0.3656 0.0381 0.0008 : 74%|███████▍ | 99/133 [01:38<00:28, 1.20it/s]\n14466 0.3656 0.0381 0.0008 : 75%|███████▌ | 100/133 [01:38<00:26, 1.23it/s]\n14466 0.3656 0.0381 0.0008 : 76%|███████▌ | 101/133 [01:39<00:28, 1.12it/s]\n14466 0.3656 0.0381 0.0008 : 77%|███████▋ | 102/133 [01:41<00:29, 1.04it/s]\n14466 0.3656 0.0381 0.0008 : 77%|███████▋ | 103/133 [01:41<00:28, 1.03it/s]\n14466 0.3656 0.0381 0.0008 : 78%|███████▊ | 104/133 [01:43<00:29, 1.02s/it]\n14466 0.3656 0.0381 0.0008 : 79%|███████▉ | 105/133 [01:43<00:25, 1.11it/s]\n14466 0.3656 0.0381 0.0008 : 80%|███████▉ | 106/133 [01:44<00:23, 1.14it/s]\n14466 0.3656 0.0381 0.0008 : 80%|████████ | 107/133 [01:45<00:24, 1.05it/s]\n14466 0.3656 0.0381 0.0008 : 81%|████████ | 108/133 [01:46<00:21, 1.17it/s]\n14466 0.3656 0.0381 0.0008 : 82%|████████▏ | 109/133 [01:47<00:22, 1.06it/s]\n14466 0.3656 0.0381 0.0008 : 83%|████████▎ | 110/133 [01:48<00:23, 1.02s/it]\n14466 0.3656 0.0381 0.0008 : 83%|████████▎ | 111/133 [01:49<00:22, 1.01s/it]\n14466 0.3656 0.0381 0.0008 : 84%|████████▍ | 112/133 [01:50<00:21, 1.04s/it]\n14466 0.3656 0.0381 0.0008 : 85%|████████▍ | 113/133 [01:51<00:20, 1.01s/it]\n14466 0.3656 0.0381 0.0008 : 86%|████████▌ | 114/133 [01:52<00:20, 1.06s/it]\n14466 0.3656 0.0381 0.0008 : 86%|████████▋ | 115/133 [01:53<00:18, 1.04s/it]\n14466 0.3656 0.0381 0.0008 : 87%|████████▋ | 116/133 [01:55<00:18, 1.08s/it]\n14466 0.3656 0.0381 0.0008 : 88%|████████▊ | 117/133 [01:55<00:16, 1.04s/it]\n14466 0.3656 0.0381 0.0008 : 89%|████████▊ | 118/133 [01:56<00:15, 1.01s/it]\n14466 0.3656 0.0381 0.0008 : 89%|████████▉ | 119/133 [01:58<00:14, 1.07s/it]\n14486 0.4177 0.0366 0.0007 : 89%|████████▉ | 119/133 [01:58<00:14, 1.07s/it]\n14486 0.4177 0.0366 0.0007 : 90%|█████████ | 120/133 [01:58<00:12, 1.06it/s]\n14486 0.4177 0.0366 0.0007 : 91%|█████████ | 121/133 [01:59<00:12, 1.00s/it]\n14486 0.4177 0.0366 0.0007 : 92%|█████████▏| 122/133 [02:00<00:10, 1.00it/s]\n14486 0.4177 0.0366 0.0007 : 92%|█████████▏| 123/133 [02:02<00:10, 1.05s/it]\n14486 0.4177 0.0366 0.0007 : 93%|█████████▎| 124/133 [02:03<00:10, 1.12s/it]\n14486 0.4177 0.0366 0.0007 : 94%|█████████▍| 125/133 [02:04<00:08, 1.08s/it]\n14486 0.4177 0.0366 0.0007 : 95%|█████████▍| 126/133 [02:05<00:07, 1.10s/it]\n14486 0.4177 0.0366 0.0007 : 95%|█████████▌| 127/133 [02:06<00:06, 1.12s/it]\n14486 0.4177 0.0366 0.0007 : 96%|█████████▌| 128/133 [02:07<00:05, 1.08s/it]\n14486 0.4177 0.0366 0.0007 : 97%|█████████▋| 129/133 [02:08<00:04, 1.12s/it]\n14486 0.4177 0.0366 0.0007 : 98%|█████████▊| 130/133 [02:10<00:03, 1.13s/it]\n14486 0.4177 0.0366 0.0007 : 98%|█████████▊| 131/133 [02:10<00:02, 1.08s/it]\n14486 0.4177 0.0366 0.0007 : 99%|█████████▉| 132/133 [02:12<00:01, 1.12s/it]\n14486 0.4177 0.0366 0.0007 : 100%|██████████| 133/133 [02:13<00:00, 1.09s/it]\n14486 0.4177 0.0366 0.0007 : 100%|██████████| 133/133 [02:13<00:00, 1.00s/it]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 3\n epoch_size: 133\n batches_per_epoch: 133\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/133 [00:00<?, ?it/s]\n 1%| | 1/133 [00:00<02:10, 1.01it/s]\n 2%|▏ | 2/133 [00:02<02:22, 1.09s/it]\n 2%|▏ | 3/133 [00:02<01:54, 1.14it/s]\n 3%|▎ | 4/133 [00:03<02:08, 1.00it/s]\n 4%|▍ | 5/133 [00:05<02:10, 1.02s/it]\n 5%|▍ | 6/133 [00:06<02:15, 1.07s/it]\n 5%|▌ | 7/133 [00:07<02:22, 1.13s/it]\n 6%|▌ | 8/133 [00:08<02:13, 1.07s/it]\n 7%|▋ | 9/133 [00:09<02:04, 1.00s/it]\n 8%|▊ | 10/133 [00:10<01:57, 1.05it/s]\n 8%|▊ | 11/133 [00:11<02:04, 1.02s/it]\n 9%|▉ | 12/133 [00:12<02:03, 1.02s/it]\n 10%|▉ | 13/133 [00:13<01:54, 1.05it/s]\n 11%|█ | 14/133 [00:14<01:59, 1.01s/it]\n 11%|█▏ | 15/133 [00:15<01:55, 1.02it/s]\n 12%|█▏ | 16/133 [00:16<01:54, 1.02it/s]\n 13%|█▎ | 17/133 [00:17<01:52, 1.03it/s]\n 14%|█▎ | 18/133 [00:18<01:58, 1.03s/it]\n 14%|█▍ | 19/133 [00:19<01:56, 1.02s/it]\n14519 0.3976 0.0502 0.0018 : 14%|█▍ | 19/133 [00:20<01:56, 1.02s/it]\n14519 0.3976 0.0502 0.0018 : 15%|█▌ | 20/133 [00:20<02:02, 1.08s/it]\n14519 0.3976 0.0502 0.0018 : 16%|█▌ | 21/133 [00:21<01:57, 1.05s/it]\n14519 0.3976 0.0502 0.0018 : 17%|█▋ | 22/133 [00:22<02:01, 1.09s/it]\n14519 0.3976 0.0502 0.0018 : 17%|█▋ | 23/133 [00:23<01:43, 1.06it/s]\n14519 0.3976 0.0502 0.0018 : 18%|█▊ | 24/133 [00:24<01:45, 1.03it/s]\n14519 0.3976 0.0502 0.0018 : 19%|█▉ | 25/133 [00:25<01:52, 1.04s/it]\n14519 0.3976 0.0502 0.0018 : 20%|█▉ | 26/133 [00:26<01:37, 1.10it/s]\n14519 0.3976 0.0502 0.0018 : 20%|██ | 27/133 [00:27<01:45, 1.01it/s]\n14519 0.3976 0.0502 0.0018 : 21%|██ | 28/133 [00:28<01:43, 1.01it/s]\n14519 0.3976 0.0502 0.0018 : 22%|██▏ | 29/133 [00:29<01:47, 1.04s/it]\n14519 0.3976 0.0502 0.0018 : 23%|██▎ | 30/133 [00:30<01:52, 1.09s/it]\n14519 0.3976 0.0502 0.0018 : 23%|██▎ | 31/133 [00:31<01:54, 1.12s/it]\n14519 0.3976 0.0502 0.0018 : 24%|██▍ | 32/133 [00:32<01:50, 1.09s/it]\n14519 0.3976 0.0502 0.0018 : 25%|██▍ | 33/133 [00:33<01:36, 1.04it/s]\n14519 0.3976 0.0502 0.0018 : 26%|██▌ | 34/133 [00:34<01:41, 1.03s/it]\n14519 0.3976 0.0502 0.0018 : 26%|██▋ | 35/133 [00:35<01:40, 1.03s/it]\n14519 0.3976 0.0502 0.0018 : 27%|██▋ | 36/133 [00:36<01:43, 1.06s/it]\n14519 0.3976 0.0502 0.0018 : 28%|██▊ | 37/133 [00:37<01:42, 1.07s/it]\n14519 0.3976 0.0502 0.0018 : 29%|██▊ | 38/133 [00:39<01:45, 1.11s/it]\n14519 0.3976 0.0502 0.0018 : 29%|██▉ | 39/133 [00:40<01:46, 1.13s/it]\n14539 0.3862 0.0497 0.0016 : 29%|██▉ | 39/133 [00:41<01:46, 1.13s/it]\n14539 0.3862 0.0497 0.0016 : 30%|███ | 40/133 [00:41<01:41, 1.09s/it]\n14539 0.3862 0.0497 0.0016 : 31%|███ | 41/133 [00:42<01:36, 1.05s/it]\n14539 0.3862 0.0497 0.0016 : 32%|███▏ | 42/133 [00:43<01:32, 1.02s/it]\n14539 0.3862 0.0497 0.0016 : 32%|███▏ | 43/133 [00:44<01:30, 1.00s/it]\n14539 0.3862 0.0497 0.0016 : 33%|███▎ | 44/133 [00:45<01:34, 1.06s/it]\n14539 0.3862 0.0497 0.0016 : 34%|███▍ | 45/133 [00:45<01:21, 1.08it/s]\n14539 0.3862 0.0497 0.0016 : 35%|███▍ | 46/133 [00:47<01:25, 1.01it/s]\n14539 0.3862 0.0497 0.0016 : 35%|███▌ | 47/133 [00:48<01:32, 1.08s/it]\n14539 0.3862 0.0497 0.0016 : 36%|███▌ | 48/133 [00:48<01:19, 1.06it/s]\n14539 0.3862 0.0497 0.0016 : 37%|███▋ | 49/133 [00:49<01:19, 1.06it/s]\n14539 0.3862 0.0497 0.0016 : 38%|███▊ | 50/133 [00:50<01:15, 1.10it/s]\n14539 0.3862 0.0497 0.0016 : 38%|███▊ | 51/133 [00:51<01:18, 1.04it/s]\n14539 0.3862 0.0497 0.0016 : 39%|███▉ | 52/133 [00:52<01:19, 1.02it/s]\n14539 0.3862 0.0497 0.0016 : 40%|███▉ | 53/133 [00:53<01:11, 1.12it/s]\n14539 0.3862 0.0497 0.0016 : 41%|████ | 54/133 [00:54<01:16, 1.03it/s]\n14539 0.3862 0.0497 0.0016 : 41%|████▏ | 55/133 [00:55<01:07, 1.15it/s]\n14539 0.3862 0.0497 0.0016 : 42%|████▏ | 56/133 [00:56<01:12, 1.06it/s]\n14539 0.3862 0.0497 0.0016 : 43%|████▎ | 57/133 [00:57<01:16, 1.01s/it]\n14539 0.3862 0.0497 0.0016 : 44%|████▎ | 58/133 [00:58<01:18, 1.05s/it]\n14539 0.3862 0.0497 0.0016 : 44%|████▍ | 59/133 [00:59<01:15, 1.02s/it]\n14559 0.3768 0.0472 0.0015 : 44%|████▍ | 59/133 [01:00<01:15, 1.02s/it]\n14559 0.3768 0.0472 0.0015 : 45%|████▌ | 60/133 [01:00<01:10, 1.04it/s]\n14559 0.3768 0.0472 0.0015 : 46%|████▌ | 61/133 [01:01<01:12, 1.01s/it]\n14559 0.3768 0.0472 0.0015 : 47%|████▋ | 62/133 [01:02<01:14, 1.05s/it]\n14559 0.3768 0.0472 0.0015 : 47%|████▋ | 63/133 [01:03<01:15, 1.08s/it]\n14559 0.3768 0.0472 0.0015 : 48%|████▊ | 64/133 [01:04<01:10, 1.02s/it]\n14559 0.3768 0.0472 0.0015 : 49%|████▉ | 65/133 [01:06<01:12, 1.06s/it]\n14559 0.3768 0.0472 0.0015 : 50%|████▉ | 66/133 [01:06<01:08, 1.02s/it]\n14559 0.3768 0.0472 0.0015 : 50%|█████ | 67/133 [01:07<01:06, 1.01s/it]\n14559 0.3768 0.0472 0.0015 : 51%|█████ | 68/133 [01:09<01:11, 1.10s/it]\n14559 0.3768 0.0472 0.0015 : 52%|█████▏ | 69/133 [01:10<01:14, 1.16s/it]\n14559 0.3768 0.0472 0.0015 : 53%|█████▎ | 70/133 [01:11<01:13, 1.17s/it]\n14559 0.3768 0.0472 0.0015 : 53%|█████▎ | 71/133 [01:12<01:12, 1.17s/it]\n14559 0.3768 0.0472 0.0015 : 54%|█████▍ | 72/133 [01:14<01:10, 1.16s/it]\n14559 0.3768 0.0472 0.0015 : 55%|█████▍ | 73/133 [01:15<01:09, 1.15s/it]\n14559 0.3768 0.0472 0.0015 : 56%|█████▌ | 74/133 [01:15<00:59, 1.01s/it]\n14559 0.3768 0.0472 0.0015 : 56%|█████▋ | 75/133 [01:17<01:01, 1.06s/it]\n14559 0.3768 0.0472 0.0015 : 57%|█████▋ | 76/133 [01:18<01:02, 1.09s/it]\n14559 0.3768 0.0472 0.0015 : 58%|█████▊ | 77/133 [01:19<01:02, 1.12s/it]\n14559 0.3768 0.0472 0.0015 : 59%|█████▊ | 78/133 [01:20<01:01, 1.12s/it]\n14559 0.3768 0.0472 0.0015 : 59%|█████▉ | 79/133 [01:21<00:53, 1.01it/s]\n14579 0.3780 0.0436 0.0014 : 59%|█████▉ | 79/133 [01:22<00:53, 1.01it/s]\n14579 0.3780 0.0436 0.0014 : 60%|██████ | 80/133 [01:22<00:51, 1.03it/s]\n14579 0.3780 0.0436 0.0014 : 61%|██████ | 81/133 [01:22<00:46, 1.13it/s]\n14579 0.3780 0.0436 0.0014 : 62%|██████▏ | 82/133 [01:23<00:49, 1.03it/s]\n14579 0.3780 0.0436 0.0014 : 62%|██████▏ | 83/133 [01:24<00:49, 1.01it/s]\n14579 0.3780 0.0436 0.0014 : 63%|██████▎ | 84/133 [01:25<00:48, 1.01it/s]\n14579 0.3780 0.0436 0.0014 : 64%|██████▍ | 85/133 [01:27<00:49, 1.03s/it]\n14579 0.3780 0.0436 0.0014 : 65%|██████▍ | 86/133 [01:28<00:50, 1.07s/it]\n14579 0.3780 0.0436 0.0014 : 65%|██████▌ | 87/133 [01:29<00:50, 1.09s/it]\n14579 0.3780 0.0436 0.0014 : 66%|██████▌ | 88/133 [01:30<00:47, 1.06s/it]\n14579 0.3780 0.0436 0.0014 : 67%|██████▋ | 89/133 [01:31<00:48, 1.10s/it]\n14579 0.3780 0.0436 0.0014 : 68%|██████▊ | 90/133 [01:32<00:46, 1.07s/it]\n14579 0.3780 0.0436 0.0014 : 68%|██████▊ | 91/133 [01:33<00:45, 1.09s/it]\n14579 0.3780 0.0436 0.0014 : 69%|██████▉ | 92/133 [01:34<00:46, 1.12s/it]\n14579 0.3780 0.0436 0.0014 : 70%|██████▉ | 93/133 [01:36<00:45, 1.13s/it]\n14579 0.3780 0.0436 0.0014 : 71%|███████ | 94/133 [01:37<00:44, 1.14s/it]\n14579 0.3780 0.0436 0.0014 : 71%|███████▏ | 95/133 [01:37<00:37, 1.01it/s]\n14579 0.3780 0.0436 0.0014 : 72%|███████▏ | 96/133 [01:38<00:32, 1.14it/s]\n14579 0.3780 0.0436 0.0014 : 73%|███████▎ | 97/133 [01:39<00:28, 1.25it/s]\n14579 0.3780 0.0436 0.0014 : 74%|███████▎ | 98/133 [01:40<00:32, 1.09it/s]\n14579 0.3780 0.0436 0.0014 : 74%|███████▍ | 99/133 [01:41<00:33, 1.01it/s]\n14599 0.3636 0.0481 0.0020 : 74%|███████▍ | 99/133 [01:42<00:33, 1.01it/s]\n14599 0.3636 0.0481 0.0020 : 75%|███████▌ | 100/133 [01:42<00:34, 1.04s/it]\n14599 0.3636 0.0481 0.0020 : 76%|███████▌ | 101/133 [01:43<00:33, 1.04s/it]\n14599 0.3636 0.0481 0.0020 : 77%|███████▋ | 102/133 [01:44<00:33, 1.08s/it]\n14599 0.3636 0.0481 0.0020 : 77%|███████▋ | 103/133 [01:45<00:33, 1.10s/it]\n14599 0.3636 0.0481 0.0020 : 78%|███████▊ | 104/133 [01:47<00:33, 1.16s/it]\n14599 0.3636 0.0481 0.0020 : 79%|███████▉ | 105/133 [01:48<00:31, 1.13s/it]\n14599 0.3636 0.0481 0.0020 : 80%|███████▉ | 106/133 [01:49<00:29, 1.10s/it]\n14599 0.3636 0.0481 0.0020 : 80%|████████ | 107/133 [01:50<00:29, 1.13s/it]\n14599 0.3636 0.0481 0.0020 : 81%|████████ | 108/133 [01:51<00:27, 1.08s/it]\n14599 0.3636 0.0481 0.0020 : 82%|████████▏ | 109/133 [01:52<00:24, 1.03s/it]\n14599 0.3636 0.0481 0.0020 : 83%|████████▎ | 110/133 [01:53<00:21, 1.05it/s]\n14599 0.3636 0.0481 0.0020 : 83%|████████▎ | 111/133 [01:54<00:22, 1.03s/it]\n14599 0.3636 0.0481 0.0020 : 84%|████████▍ | 112/133 [01:55<00:20, 1.04it/s]\n14599 0.3636 0.0481 0.0020 : 85%|████████▍ | 113/133 [01:56<00:19, 1.03it/s]\n14599 0.3636 0.0481 0.0020 : 86%|████████▌ | 114/133 [01:57<00:18, 1.05it/s]\n14599 0.3636 0.0481 0.0020 : 86%|████████▋ | 115/133 [01:57<00:15, 1.17it/s]\n14599 0.3636 0.0481 0.0020 : 87%|████████▋ | 116/133 [01:58<00:13, 1.29it/s]\n14599 0.3636 0.0481 0.0020 : 88%|████████▊ | 117/133 [01:59<00:14, 1.14it/s]\n14599 0.3636 0.0481 0.0020 : 89%|████████▊ | 118/133 [02:00<00:14, 1.03it/s]\n14599 0.3636 0.0481 0.0020 : 89%|████████▉ | 119/133 [02:01<00:14, 1.03s/it]\n14619 0.3833 0.0471 0.0019 : 89%|████████▉ | 119/133 [02:02<00:14, 1.03s/it]\n14619 0.3833 0.0471 0.0019 : 90%|█████████ | 120/133 [02:02<00:13, 1.07s/it]\n14619 0.3833 0.0471 0.0019 : 91%|█████████ | 121/133 [02:04<00:12, 1.07s/it]\n14619 0.3833 0.0471 0.0019 : 92%|█████████▏| 122/133 [02:04<00:10, 1.06it/s]\n14619 0.3833 0.0471 0.0019 : 92%|█████████▏| 123/133 [02:05<00:08, 1.12it/s]\n14619 0.3833 0.0471 0.0019 : 93%|█████████▎| 124/133 [02:06<00:08, 1.09it/s]\n14619 0.3833 0.0471 0.0019 : 94%|█████████▍| 125/133 [02:07<00:07, 1.04it/s]\n14619 0.3833 0.0471 0.0019 : 95%|█████████▍| 126/133 [02:08<00:07, 1.03s/it]\n14619 0.3833 0.0471 0.0019 : 95%|█████████▌| 127/133 [02:09<00:06, 1.06s/it]\n14619 0.3833 0.0471 0.0019 : 96%|█████████▌| 128/133 [02:11<00:05, 1.11s/it]\n14619 0.3833 0.0471 0.0019 : 97%|█████████▋| 129/133 [02:12<00:04, 1.12s/it]\n14619 0.3833 0.0471 0.0019 : 98%|█████████▊| 130/133 [02:13<00:03, 1.10s/it]\n14619 0.3833 0.0471 0.0019 : 98%|█████████▊| 131/133 [02:14<00:02, 1.11s/it]\n14619 0.3833 0.0471 0.0019 : 99%|█████████▉| 132/133 [02:15<00:01, 1.08s/it]\n14619 0.3833 0.0471 0.0019 : 100%|██████████| 133/133 [02:16<00:00, 1.10s/it]\n14619 0.3833 0.0471 0.0019 : 100%|██████████| 133/133 [02:16<00:00, 1.03s/it]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 4\n epoch_size: 133\n batches_per_epoch: 133\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/133 [00:00<?, ?it/s]\n 1%| | 1/133 [00:00<01:15, 1.76it/s]\n 2%|▏ | 2/133 [00:01<02:09, 1.01it/s]\n 2%|▏ | 3/133 [00:02<02:15, 1.04s/it]\n 3%|▎ | 4/133 [00:03<02:02, 1.06it/s]\n 4%|▍ | 5/133 [00:04<02:09, 1.01s/it]\n 5%|▍ | 6/133 [00:05<01:55, 1.10it/s]\n 5%|▌ | 7/133 [00:06<01:56, 1.08it/s]\n 6%|▌ | 8/133 [00:07<01:44, 1.19it/s]\n 7%|▋ | 9/133 [00:08<01:49, 1.13it/s]\n 8%|▊ | 10/133 [00:09<02:01, 1.01it/s]\n 8%|▊ | 11/133 [00:10<02:07, 1.05s/it]\n 9%|▉ | 12/133 [00:11<02:12, 1.10s/it]\n 10%|▉ | 13/133 [00:12<02:13, 1.11s/it]\n 11%|█ | 14/133 [00:14<02:14, 1.13s/it]\n 11%|█▏ | 15/133 [00:15<02:15, 1.14s/it]\n 12%|█▏ | 16/133 [00:16<02:15, 1.16s/it]\n 13%|█▎ | 17/133 [00:17<02:16, 1.17s/it]\n 14%|█▎ | 18/133 [00:18<02:08, 1.12s/it]\n 14%|█▍ | 19/133 [00:19<01:50, 1.03it/s]\n14652 0.3447 0.0523 0.0020 : 14%|█▍ | 19/133 [00:20<01:50, 1.03it/s]\n14652 0.3447 0.0523 0.0020 : 15%|█▌ | 20/133 [00:20<01:57, 1.04s/it]\n14652 0.3447 0.0523 0.0020 : 16%|█▌ | 21/133 [00:21<01:58, 1.06s/it]\n14652 0.3447 0.0523 0.0020 : 17%|█▋ | 22/133 [00:22<02:04, 1.12s/it]\n14652 0.3447 0.0523 0.0020 : 17%|█▋ | 23/133 [00:24<02:04, 1.13s/it]\n14652 0.3447 0.0523 0.0020 : 18%|█▊ | 24/133 [00:25<02:03, 1.14s/it]\n14652 0.3447 0.0523 0.0020 : 19%|█▉ | 25/133 [00:25<01:46, 1.02it/s]\n14652 0.3447 0.0523 0.0020 : 20%|█▉ | 26/133 [00:27<01:53, 1.06s/it]\n14652 0.3447 0.0523 0.0020 : 20%|██ | 27/133 [00:28<01:56, 1.10s/it]\n14652 0.3447 0.0523 0.0020 : 21%|██ | 28/133 [00:29<01:47, 1.02s/it]\n14652 0.3447 0.0523 0.0020 : 22%|██▏ | 29/133 [00:29<01:42, 1.01it/s]\n14652 0.3447 0.0523 0.0020 : 23%|██▎ | 30/133 [00:31<01:45, 1.02s/it]\n14652 0.3447 0.0523 0.0020 : 23%|██▎ | 31/133 [00:32<01:46, 1.04s/it]\n14652 0.3447 0.0523 0.0020 : 24%|██▍ | 32/133 [00:32<01:33, 1.08it/s]\n14652 0.3447 0.0523 0.0020 : 25%|██▍ | 33/133 [00:33<01:27, 1.14it/s]\n14652 0.3447 0.0523 0.0020 : 26%|██▌ | 34/133 [00:34<01:29, 1.11it/s]\n14652 0.3447 0.0523 0.0020 : 26%|██▋ | 35/133 [00:35<01:19, 1.23it/s]\n14652 0.3447 0.0523 0.0020 : 27%|██▋ | 36/133 [00:36<01:20, 1.21it/s]\n14652 0.3447 0.0523 0.0020 : 28%|██▊ | 37/133 [00:37<01:32, 1.04it/s]\n14652 0.3447 0.0523 0.0020 : 29%|██▊ | 38/133 [00:38<01:32, 1.03it/s]\n14652 0.3447 0.0523 0.0020 : 29%|██▉ | 39/133 [00:39<01:38, 1.04s/it]\n14672 0.3410 0.0427 0.0022 : 29%|██▉ | 39/133 [00:40<01:38, 1.04s/it]\n14672 0.3410 0.0427 0.0022 : 30%|███ | 40/133 [00:40<01:39, 1.07s/it]\n14672 0.3410 0.0427 0.0022 : 31%|███ | 41/133 [00:41<01:29, 1.03it/s]\n14672 0.3410 0.0427 0.0022 : 32%|███▏ | 42/133 [00:42<01:31, 1.01s/it]\n14672 0.3410 0.0427 0.0022 : 32%|███▏ | 43/133 [00:43<01:35, 1.06s/it]\n14672 0.3410 0.0427 0.0022 : 33%|███▎ | 44/133 [00:44<01:37, 1.10s/it]\n14672 0.3410 0.0427 0.0022 : 34%|███▍ | 45/133 [00:46<01:38, 1.12s/it]\n14672 0.3410 0.0427 0.0022 : 35%|███▍ | 46/133 [00:46<01:24, 1.03it/s]\n14672 0.3410 0.0427 0.0022 : 35%|███▌ | 47/133 [00:47<01:29, 1.04s/it]\n14672 0.3410 0.0427 0.0022 : 36%|███▌ | 48/133 [00:48<01:17, 1.10it/s]\n14672 0.3410 0.0427 0.0022 : 37%|███▋ | 49/133 [00:49<01:17, 1.08it/s]\n14672 0.3410 0.0427 0.0022 : 38%|███▊ | 50/133 [00:50<01:21, 1.01it/s]\n14672 0.3410 0.0427 0.0022 : 38%|███▊ | 51/133 [00:51<01:13, 1.11it/s]\n14672 0.3410 0.0427 0.0022 : 39%|███▉ | 52/133 [00:52<01:18, 1.03it/s]\n14672 0.3410 0.0427 0.0022 : 40%|███▉ | 53/133 [00:53<01:21, 1.02s/it]\n14672 0.3410 0.0427 0.0022 : 41%|████ | 54/133 [00:54<01:18, 1.00it/s]\n14672 0.3410 0.0427 0.0022 : 41%|████▏ | 55/133 [00:55<01:24, 1.09s/it]\n14672 0.3410 0.0427 0.0022 : 42%|████▏ | 56/133 [00:56<01:13, 1.05it/s]\n14672 0.3410 0.0427 0.0022 : 43%|████▎ | 57/133 [00:57<01:16, 1.01s/it]\n14672 0.3410 0.0427 0.0022 : 44%|████▎ | 58/133 [00:58<01:21, 1.09s/it]\n14672 0.3410 0.0427 0.0022 : 44%|████▍ | 59/133 [00:59<01:18, 1.06s/it]\n14692 0.3798 0.0510 0.0012 : 44%|████▍ | 59/133 [01:00<01:18, 1.06s/it]\n14692 0.3798 0.0510 0.0012 : 45%|████▌ | 60/133 [01:00<01:12, 1.01it/s]\n14692 0.3798 0.0510 0.0012 : 46%|████▌ | 61/133 [01:01<01:06, 1.08it/s]\n14692 0.3798 0.0510 0.0012 : 47%|████▋ | 62/133 [01:02<01:11, 1.00s/it]\n14692 0.3798 0.0510 0.0012 : 47%|████▋ | 63/133 [01:03<01:13, 1.05s/it]\n14692 0.3798 0.0510 0.0012 : 48%|████▊ | 64/133 [01:04<01:11, 1.03s/it]\n14692 0.3798 0.0510 0.0012 : 49%|████▉ | 65/133 [01:05<01:13, 1.08s/it]\n14692 0.3798 0.0510 0.0012 : 50%|████▉ | 66/133 [01:06<01:09, 1.04s/it]\n14692 0.3798 0.0510 0.0012 : 50%|█████ | 67/133 [01:07<00:59, 1.10it/s]\n14692 0.3798 0.0510 0.0012 : 51%|█████ | 68/133 [01:08<00:54, 1.19it/s]\n14692 0.3798 0.0510 0.0012 : 52%|█████▏ | 69/133 [01:09<00:55, 1.15it/s]\n14692 0.3798 0.0510 0.0012 : 53%|█████▎ | 70/133 [01:10<00:55, 1.14it/s]\n14692 0.3798 0.0510 0.0012 : 53%|█████▎ | 71/133 [01:10<00:49, 1.25it/s]\n14692 0.3798 0.0510 0.0012 : 54%|█████▍ | 72/133 [01:11<00:51, 1.18it/s]\n14692 0.3798 0.0510 0.0012 : 55%|█████▍ | 73/133 [01:12<00:46, 1.29it/s]\n14692 0.3798 0.0510 0.0012 : 56%|█████▌ | 74/133 [01:12<00:42, 1.40it/s]\n14692 0.3798 0.0510 0.0012 : 56%|█████▋ | 75/133 [01:13<00:39, 1.47it/s]\n14692 0.3798 0.0510 0.0012 : 57%|█████▋ | 76/133 [01:14<00:47, 1.21it/s]\n14692 0.3798 0.0510 0.0012 : 58%|█████▊ | 77/133 [01:15<00:49, 1.14it/s]\n14692 0.3798 0.0510 0.0012 : 59%|█████▊ | 78/133 [01:16<00:52, 1.05it/s]\n14692 0.3798 0.0510 0.0012 : 59%|█████▉ | 79/133 [01:17<00:55, 1.03s/it]\n14712 0.3342 0.0432 0.0023 : 59%|█████▉ | 79/133 [01:19<00:55, 1.03s/it]\n14712 0.3342 0.0432 0.0023 : 60%|██████ | 80/133 [01:19<00:56, 1.06s/it]\n14712 0.3342 0.0432 0.0023 : 61%|██████ | 81/133 [01:20<00:57, 1.11s/it]\n14712 0.3342 0.0432 0.0023 : 62%|██████▏ | 82/133 [01:21<00:57, 1.14s/it]\n14712 0.3342 0.0432 0.0023 : 62%|██████▏ | 83/133 [01:22<00:57, 1.15s/it]\n14712 0.3342 0.0432 0.0023 : 63%|██████▎ | 84/133 [01:23<00:52, 1.07s/it]\n14712 0.3342 0.0432 0.0023 : 64%|██████▍ | 85/133 [01:24<00:45, 1.07it/s]\n14712 0.3342 0.0432 0.0023 : 65%|██████▍ | 86/133 [01:25<00:44, 1.06it/s]\n14712 0.3342 0.0432 0.0023 : 65%|██████▌ | 87/133 [01:25<00:38, 1.19it/s]\n14712 0.3342 0.0432 0.0023 : 66%|██████▌ | 88/133 [01:26<00:41, 1.09it/s]\n14712 0.3342 0.0432 0.0023 : 67%|██████▋ | 89/133 [01:27<00:43, 1.02it/s]\n14712 0.3342 0.0432 0.0023 : 68%|██████▊ | 90/133 [01:29<00:44, 1.03s/it]\n14712 0.3342 0.0432 0.0023 : 68%|██████▊ | 91/133 [01:30<00:42, 1.01s/it]\n14712 0.3342 0.0432 0.0023 : 69%|██████▉ | 92/133 [01:30<00:36, 1.13it/s]\n14712 0.3342 0.0432 0.0023 : 70%|██████▉ | 93/133 [01:31<00:38, 1.04it/s]\n14712 0.3342 0.0432 0.0023 : 71%|███████ | 94/133 [01:32<00:37, 1.05it/s]\n14712 0.3342 0.0432 0.0023 : 71%|███████▏ | 95/133 [01:33<00:39, 1.03s/it]\n14712 0.3342 0.0432 0.0023 : 72%|███████▏ | 96/133 [01:34<00:33, 1.10it/s]\n14712 0.3342 0.0432 0.0023 : 73%|███████▎ | 97/133 [01:35<00:32, 1.10it/s]\n14712 0.3342 0.0432 0.0023 : 74%|███████▎ | 98/133 [01:35<00:28, 1.25it/s]\n14712 0.3342 0.0432 0.0023 : 74%|███████▍ | 99/133 [01:37<00:32, 1.06it/s]\n14732 0.3887 0.0382 0.0008 : 74%|███████▍ | 99/133 [01:37<00:32, 1.06it/s]\n14732 0.3887 0.0382 0.0008 : 75%|███████▌ | 100/133 [01:37<00:28, 1.15it/s]\n14732 0.3887 0.0382 0.0008 : 76%|███████▌ | 101/133 [01:39<00:30, 1.06it/s]\n14732 0.3887 0.0382 0.0008 : 77%|███████▋ | 102/133 [01:40<00:31, 1.02s/it]\n14732 0.3887 0.0382 0.0008 : 77%|███████▋ | 103/133 [01:41<00:31, 1.04s/it]\n14732 0.3887 0.0382 0.0008 : 78%|███████▊ | 104/133 [01:42<00:31, 1.07s/it]\n14732 0.3887 0.0382 0.0008 : 79%|███████▉ | 105/133 [01:43<00:27, 1.01it/s]\n14732 0.3887 0.0382 0.0008 : 80%|███████▉ | 106/133 [01:43<00:24, 1.12it/s]\n14732 0.3887 0.0382 0.0008 : 80%|████████ | 107/133 [01:45<00:25, 1.03it/s]\n14732 0.3887 0.0382 0.0008 : 81%|████████ | 108/133 [01:46<00:25, 1.02s/it]\n14732 0.3887 0.0382 0.0008 : 82%|████████▏ | 109/133 [01:47<00:25, 1.06s/it]\n14732 0.3887 0.0382 0.0008 : 83%|████████▎ | 110/133 [01:48<00:23, 1.04s/it]\n14732 0.3887 0.0382 0.0008 : 83%|████████▎ | 111/133 [01:49<00:23, 1.08s/it]\n14732 0.3887 0.0382 0.0008 : 84%|████████▍ | 112/133 [01:50<00:23, 1.11s/it]\n14732 0.3887 0.0382 0.0008 : 85%|████████▍ | 113/133 [01:51<00:22, 1.13s/it]\n14732 0.3887 0.0382 0.0008 : 86%|████████▌ | 114/133 [01:52<00:20, 1.08s/it]\n14732 0.3887 0.0382 0.0008 : 86%|████████▋ | 115/133 [01:54<00:20, 1.11s/it]\n14732 0.3887 0.0382 0.0008 : 87%|████████▋ | 116/133 [01:55<00:18, 1.09s/it]\n14732 0.3887 0.0382 0.0008 : 88%|████████▊ | 117/133 [01:56<00:16, 1.04s/it]\n14732 0.3887 0.0382 0.0008 : 89%|████████▊ | 118/133 [01:57<00:16, 1.09s/it]\n14732 0.3887 0.0382 0.0008 : 89%|████████▉ | 119/133 [01:57<00:13, 1.02it/s]\n14752 0.3464 0.0538 0.0021 : 89%|████████▉ | 119/133 [01:59<00:13, 1.02it/s]\n14752 0.3464 0.0538 0.0021 : 90%|█████████ | 120/133 [01:59<00:13, 1.04s/it]\n14752 0.3464 0.0538 0.0021 : 91%|█████████ | 121/133 [02:00<00:12, 1.07s/it]\n14752 0.3464 0.0538 0.0021 : 92%|█████████▏| 122/133 [02:01<00:11, 1.04s/it]\n14752 0.3464 0.0538 0.0021 : 92%|█████████▏| 123/133 [02:02<00:10, 1.07s/it]\n14752 0.3464 0.0538 0.0021 : 93%|█████████▎| 124/133 [02:03<00:09, 1.10s/it]\n14752 0.3464 0.0538 0.0021 : 94%|█████████▍| 125/133 [02:04<00:07, 1.03it/s]\n14752 0.3464 0.0538 0.0021 : 95%|█████████▍| 126/133 [02:04<00:05, 1.18it/s]\n14752 0.3464 0.0538 0.0021 : 95%|█████████▌| 127/133 [02:05<00:05, 1.07it/s]\n14752 0.3464 0.0538 0.0021 : 96%|█████████▌| 128/133 [02:06<00:04, 1.04it/s]\n14752 0.3464 0.0538 0.0021 : 97%|█████████▋| 129/133 [02:08<00:04, 1.03s/it]\n14752 0.3464 0.0538 0.0021 : 98%|█████████▊| 130/133 [02:09<00:03, 1.07s/it]\n14752 0.3464 0.0538 0.0021 : 98%|█████████▊| 131/133 [02:09<00:01, 1.06it/s]\n14752 0.3464 0.0538 0.0021 : 99%|█████████▉| 132/133 [02:11<00:01, 1.01s/it]\n14752 0.3464 0.0538 0.0021 : 100%|██████████| 133/133 [02:12<00:00, 1.06s/it]\n14752 0.3464 0.0538 0.0021 : 100%|██████████| 133/133 [02:12<00:00, 1.01it/s]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 5\n epoch_size: 133\n batches_per_epoch: 133\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/133 [00:00<?, ?it/s]\n 1%| | 1/133 [00:01<02:17, 1.04s/it]\n 2%|▏ | 2/133 [00:01<01:41, 1.28it/s]\n 2%|▏ | 3/133 [00:02<01:58, 1.10it/s]\n 3%|▎ | 4/133 [00:03<01:59, 1.08it/s]\n 4%|▍ | 5/133 [00:04<02:00, 1.06it/s]\n 5%|▍ | 6/133 [00:05<02:08, 1.01s/it]\n 5%|▌ | 7/133 [00:06<02:06, 1.00s/it]\n 6%|▌ | 8/133 [00:07<02:12, 1.06s/it]\n 7%|▋ | 9/133 [00:08<01:55, 1.07it/s]\n 8%|▊ | 10/133 [00:09<02:04, 1.01s/it]\n 8%|▊ | 11/133 [00:10<01:48, 1.12it/s]\n 9%|▉ | 12/133 [00:11<01:38, 1.23it/s]\n 10%|▉ | 13/133 [00:12<01:49, 1.10it/s]\n 11%|█ | 14/133 [00:13<01:58, 1.01it/s]\n 11%|█▏ | 15/133 [00:13<01:42, 1.15it/s]\n 12%|█▏ | 16/133 [00:14<01:42, 1.14it/s]\n 13%|█▎ | 17/133 [00:16<01:52, 1.03it/s]\n 14%|█▎ | 18/133 [00:17<01:52, 1.02it/s]\n 14%|█▍ | 19/133 [00:18<02:01, 1.07s/it]\n14785 0.3505 0.0493 0.0023 : 14%|█▍ | 19/133 [00:19<02:01, 1.07s/it]\n14785 0.3505 0.0493 0.0023 : 15%|█▌ | 20/133 [00:19<02:04, 1.10s/it]\n14785 0.3505 0.0493 0.0023 : 16%|█▌ | 21/133 [00:20<02:04, 1.12s/it]\n14785 0.3505 0.0493 0.0023 : 17%|█▋ | 22/133 [00:21<02:06, 1.14s/it]\n14785 0.3505 0.0493 0.0023 : 17%|█▋ | 23/133 [00:22<02:00, 1.10s/it]\n14785 0.3505 0.0493 0.0023 : 18%|█▊ | 24/133 [00:24<02:03, 1.14s/it]\n14785 0.3505 0.0493 0.0023 : 19%|█▉ | 25/133 [00:24<01:52, 1.04s/it]\n14785 0.3505 0.0493 0.0023 : 20%|█▉ | 26/133 [00:25<01:36, 1.10it/s]\n14785 0.3505 0.0493 0.0023 : 20%|██ | 27/133 [00:26<01:42, 1.03it/s]\n14785 0.3505 0.0493 0.0023 : 21%|██ | 28/133 [00:27<01:40, 1.05it/s]\n14785 0.3505 0.0493 0.0023 : 22%|██▏ | 29/133 [00:28<01:28, 1.18it/s]\n14785 0.3505 0.0493 0.0023 : 23%|██▎ | 30/133 [00:29<01:35, 1.08it/s]\n14785 0.3505 0.0493 0.0023 : 23%|██▎ | 31/133 [00:30<01:34, 1.08it/s]\n14785 0.3505 0.0493 0.0023 : 24%|██▍ | 32/133 [00:30<01:26, 1.17it/s]\n14785 0.3505 0.0493 0.0023 : 25%|██▍ | 33/133 [00:31<01:33, 1.07it/s]\n14785 0.3505 0.0493 0.0023 : 26%|██▌ | 34/133 [00:33<01:39, 1.01s/it]\n14785 0.3505 0.0493 0.0023 : 26%|██▋ | 35/133 [00:34<01:44, 1.07s/it]\n14785 0.3505 0.0493 0.0023 : 27%|██▋ | 36/133 [00:35<01:41, 1.05s/it]\n14785 0.3505 0.0493 0.0023 : 28%|██▊ | 37/133 [00:35<01:26, 1.11it/s]\n14785 0.3505 0.0493 0.0023 : 29%|██▊ | 38/133 [00:37<01:33, 1.02it/s]\n14785 0.3505 0.0493 0.0023 : 29%|██▉ | 39/133 [00:38<01:38, 1.04s/it]\n14805 0.3364 0.0426 0.0024 : 29%|██▉ | 39/133 [00:39<01:38, 1.04s/it]\n14805 0.3364 0.0426 0.0024 : 30%|███ | 40/133 [00:39<01:39, 1.07s/it]\n14805 0.3364 0.0426 0.0024 : 31%|███ | 41/133 [00:40<01:40, 1.09s/it]\n14805 0.3364 0.0426 0.0024 : 32%|███▏ | 42/133 [00:41<01:39, 1.09s/it]\n14805 0.3364 0.0426 0.0024 : 32%|███▏ | 43/133 [00:42<01:35, 1.06s/it]\n14805 0.3364 0.0426 0.0024 : 33%|███▎ | 44/133 [00:43<01:38, 1.11s/it]\n14805 0.3364 0.0426 0.0024 : 34%|███▍ | 45/133 [00:44<01:37, 1.10s/it]\n14805 0.3364 0.0426 0.0024 : 35%|███▍ | 46/133 [00:46<01:38, 1.13s/it]\n14805 0.3364 0.0426 0.0024 : 35%|███▌ | 47/133 [00:47<01:32, 1.07s/it]\n14805 0.3364 0.0426 0.0024 : 36%|███▌ | 48/133 [00:47<01:21, 1.05it/s]\n14805 0.3364 0.0426 0.0024 : 37%|███▋ | 49/133 [00:48<01:20, 1.04it/s]\n14805 0.3364 0.0426 0.0024 : 38%|███▊ | 50/133 [00:49<01:25, 1.03s/it]\n14805 0.3364 0.0426 0.0024 : 38%|███▊ | 51/133 [00:50<01:22, 1.01s/it]\n14805 0.3364 0.0426 0.0024 : 39%|███▉ | 52/133 [00:52<01:28, 1.09s/it]\n14805 0.3364 0.0426 0.0024 : 40%|███▉ | 53/133 [00:53<01:29, 1.11s/it]\n14805 0.3364 0.0426 0.0024 : 41%|████ | 54/133 [00:54<01:28, 1.12s/it]\n14805 0.3364 0.0426 0.0024 : 41%|████▏ | 55/133 [00:55<01:28, 1.13s/it]\n14805 0.3364 0.0426 0.0024 : 42%|████▏ | 56/133 [00:56<01:28, 1.15s/it]\n14805 0.3364 0.0426 0.0024 : 43%|████▎ | 57/133 [00:57<01:25, 1.13s/it]\n14805 0.3364 0.0426 0.0024 : 44%|████▎ | 58/133 [00:59<01:25, 1.14s/it]\n14805 0.3364 0.0426 0.0024 : 44%|████▍ | 59/133 [01:00<01:25, 1.16s/it]\n14825 0.3509 0.0494 0.0023 : 44%|████▍ | 59/133 [01:01<01:25, 1.16s/it]\n14825 0.3509 0.0494 0.0023 : 45%|████▌ | 60/133 [01:01<01:24, 1.15s/it]\n14825 0.3509 0.0494 0.0023 : 46%|████▌ | 61/133 [01:02<01:22, 1.15s/it]\n14825 0.3509 0.0494 0.0023 : 47%|████▋ | 62/133 [01:03<01:10, 1.00it/s]\n14825 0.3509 0.0494 0.0023 : 47%|████▋ | 63/133 [01:04<01:13, 1.05s/it]\n14825 0.3509 0.0494 0.0023 : 48%|████▊ | 64/133 [01:05<01:13, 1.06s/it]\n14825 0.3509 0.0494 0.0023 : 49%|████▉ | 65/133 [01:06<01:03, 1.08it/s]\n14825 0.3509 0.0494 0.0023 : 50%|████▉ | 66/133 [01:07<01:06, 1.00it/s]\n14825 0.3509 0.0494 0.0023 : 50%|█████ | 67/133 [01:07<00:58, 1.13it/s]\n14825 0.3509 0.0494 0.0023 : 51%|█████ | 68/133 [01:09<01:05, 1.00s/it]\n14825 0.3509 0.0494 0.0023 : 52%|█████▏ | 69/133 [01:10<01:07, 1.06s/it]\n14825 0.3509 0.0494 0.0023 : 53%|█████▎ | 70/133 [01:11<01:09, 1.10s/it]\n14825 0.3509 0.0494 0.0023 : 53%|█████▎ | 71/133 [01:12<01:09, 1.12s/it]\n14825 0.3509 0.0494 0.0023 : 54%|█████▍ | 72/133 [01:13<01:09, 1.14s/it]\n14825 0.3509 0.0494 0.0023 : 55%|█████▍ | 73/133 [01:14<01:05, 1.09s/it]\n14825 0.3509 0.0494 0.0023 : 56%|█████▌ | 74/133 [01:16<01:06, 1.13s/it]\n14825 0.3509 0.0494 0.0023 : 56%|█████▋ | 75/133 [01:16<00:57, 1.01it/s]\n14825 0.3509 0.0494 0.0023 : 57%|█████▋ | 76/133 [01:17<00:55, 1.03it/s]\n14825 0.3509 0.0494 0.0023 : 58%|█████▊ | 77/133 [01:18<00:56, 1.00s/it]\n14825 0.3509 0.0494 0.0023 : 59%|█████▊ | 78/133 [01:19<00:57, 1.04s/it]\n14825 0.3509 0.0494 0.0023 : 59%|█████▉ | 79/133 [01:20<00:54, 1.01s/it]\n14845 0.3883 0.0499 0.0010 : 59%|█████▉ | 79/133 [01:21<00:54, 1.01s/it]\n14845 0.3883 0.0499 0.0010 : 60%|██████ | 80/133 [01:21<00:52, 1.01it/s]\n14845 0.3883 0.0499 0.0010 : 61%|██████ | 81/133 [01:22<00:45, 1.13it/s]\n14845 0.3883 0.0499 0.0010 : 62%|██████▏ | 82/133 [01:23<00:48, 1.05it/s]\n14845 0.3883 0.0499 0.0010 : 62%|██████▏ | 83/133 [01:24<00:50, 1.01s/it]\n14845 0.3883 0.0499 0.0010 : 63%|██████▎ | 84/133 [01:25<00:43, 1.12it/s]\n14845 0.3883 0.0499 0.0010 : 64%|██████▍ | 85/133 [01:26<00:47, 1.02it/s]\n14845 0.3883 0.0499 0.0010 : 65%|██████▍ | 86/133 [01:27<00:47, 1.01s/it]\n14845 0.3883 0.0499 0.0010 : 65%|██████▌ | 87/133 [01:28<00:47, 1.04s/it]\n14845 0.3883 0.0499 0.0010 : 66%|██████▌ | 88/133 [01:29<00:43, 1.03it/s]\n14845 0.3883 0.0499 0.0010 : 67%|██████▋ | 89/133 [01:30<00:45, 1.04s/it]\n14845 0.3883 0.0499 0.0010 : 68%|██████▊ | 90/133 [01:31<00:46, 1.08s/it]\n14845 0.3883 0.0499 0.0010 : 68%|██████▊ | 91/133 [01:32<00:46, 1.11s/it]\n14845 0.3883 0.0499 0.0010 : 69%|██████▉ | 92/133 [01:34<00:46, 1.14s/it]\n14845 0.3883 0.0499 0.0010 : 70%|██████▉ | 93/133 [01:35<00:43, 1.09s/it]\n14845 0.3883 0.0499 0.0010 : 71%|███████ | 94/133 [01:35<00:36, 1.06it/s]\n14845 0.3883 0.0499 0.0010 : 71%|███████▏ | 95/133 [01:36<00:32, 1.16it/s]\n14845 0.3883 0.0499 0.0010 : 72%|███████▏ | 96/133 [01:37<00:32, 1.14it/s]\n14845 0.3883 0.0499 0.0010 : 73%|███████▎ | 97/133 [01:38<00:32, 1.11it/s]\n14845 0.3883 0.0499 0.0010 : 74%|███████▎ | 98/133 [01:39<00:32, 1.09it/s]\n14845 0.3883 0.0499 0.0010 : 74%|███████▍ | 99/133 [01:39<00:28, 1.20it/s]\n14865 0.3546 0.0501 0.0017 : 74%|███████▍ | 99/133 [01:40<00:28, 1.20it/s]\n14865 0.3546 0.0501 0.0017 : 75%|███████▌ | 100/133 [01:40<00:27, 1.21it/s]\n14865 0.3546 0.0501 0.0017 : 76%|███████▌ | 101/133 [01:41<00:28, 1.11it/s]\n14865 0.3546 0.0501 0.0017 : 77%|███████▋ | 102/133 [01:42<00:30, 1.03it/s]\n14865 0.3546 0.0501 0.0017 : 77%|███████▋ | 103/133 [01:44<00:31, 1.06s/it]\n14865 0.3546 0.0501 0.0017 : 78%|███████▊ | 104/133 [01:45<00:31, 1.07s/it]\n14865 0.3546 0.0501 0.0017 : 79%|███████▉ | 105/133 [01:46<00:30, 1.11s/it]\n14865 0.3546 0.0501 0.0017 : 80%|███████▉ | 106/133 [01:47<00:30, 1.13s/it]\n14865 0.3546 0.0501 0.0017 : 80%|████████ | 107/133 [01:48<00:29, 1.14s/it]\n14865 0.3546 0.0501 0.0017 : 81%|████████ | 108/133 [01:50<00:29, 1.18s/it]\n14865 0.3546 0.0501 0.0017 : 82%|████████▏ | 109/133 [01:51<00:28, 1.19s/it]\n14865 0.3546 0.0501 0.0017 : 83%|████████▎ | 110/133 [01:52<00:26, 1.17s/it]\n14865 0.3546 0.0501 0.0017 : 83%|████████▎ | 111/133 [01:53<00:25, 1.18s/it]\n14865 0.3546 0.0501 0.0017 : 84%|████████▍ | 112/133 [01:54<00:24, 1.15s/it]\n14865 0.3546 0.0501 0.0017 : 85%|████████▍ | 113/133 [01:55<00:22, 1.14s/it]\n14865 0.3546 0.0501 0.0017 : 86%|████████▌ | 114/133 [01:56<00:20, 1.09s/it]\n14865 0.3546 0.0501 0.0017 : 86%|████████▋ | 115/133 [01:57<00:20, 1.12s/it]\n14865 0.3546 0.0501 0.0017 : 87%|████████▋ | 116/133 [01:59<00:19, 1.13s/it]\n14865 0.3546 0.0501 0.0017 : 88%|████████▊ | 117/133 [02:00<00:18, 1.14s/it]\n14865 0.3546 0.0501 0.0017 : 89%|████████▊ | 118/133 [02:01<00:17, 1.15s/it]\n14865 0.3546 0.0501 0.0017 : 89%|████████▉ | 119/133 [02:02<00:16, 1.15s/it]\n14885 0.3280 0.0546 0.0022 : 89%|████████▉ | 119/133 [02:03<00:16, 1.15s/it]\n14885 0.3280 0.0546 0.0022 : 90%|█████████ | 120/133 [02:03<00:15, 1.17s/it]\n14885 0.3280 0.0546 0.0022 : 91%|█████████ | 121/133 [02:04<00:13, 1.16s/it]\n14885 0.3280 0.0546 0.0022 : 92%|█████████▏| 122/133 [02:05<00:10, 1.01it/s]\n14885 0.3280 0.0546 0.0022 : 92%|█████████▏| 123/133 [02:06<00:10, 1.03s/it]\n14885 0.3280 0.0546 0.0022 : 93%|█████████▎| 124/133 [02:07<00:09, 1.08s/it]\n14885 0.3280 0.0546 0.0022 : 94%|█████████▍| 125/133 [02:09<00:08, 1.12s/it]\n14885 0.3280 0.0546 0.0022 : 95%|█████████▍| 126/133 [02:10<00:07, 1.08s/it]\n14885 0.3280 0.0546 0.0022 : 95%|█████████▌| 127/133 [02:11<00:06, 1.06s/it]\n14885 0.3280 0.0546 0.0022 : 96%|█████████▌| 128/133 [02:12<00:05, 1.09s/it]\n14885 0.3280 0.0546 0.0022 : 97%|█████████▋| 129/133 [02:13<00:04, 1.04s/it]\n14885 0.3280 0.0546 0.0022 : 98%|█████████▊| 130/133 [02:14<00:03, 1.11s/it]\n14885 0.3280 0.0546 0.0022 : 98%|█████████▊| 131/133 [02:15<00:02, 1.14s/it]\n14885 0.3280 0.0546 0.0022 : 99%|█████████▉| 132/133 [02:16<00:01, 1.01s/it]\n14885 0.3280 0.0546 0.0022 : 100%|██████████| 133/133 [02:17<00:00, 1.01s/it]\n14885 0.3280 0.0546 0.0022 : 100%|██████████| 133/133 [02:17<00:00, 1.03s/it]\nSetting up [LPIPS] perceptual loss: trunk [vgg], v[0.1], spatial [off]\nLoading model from: /root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/lpips/weights/v0.1/vgg.pth\nDefaulting to extended NSVF dataset\nLOAD NSVF DATA /root/.cache/arf/data/tnt/Horse split test\n\n 0%| | 0/18 [00:00<?, ?it/s]\n 33%|███▎ | 6/18 [00:00<00:00, 52.10it/s]\n 72%|███████▏ | 13/18 [00:00<00:00, 57.13it/s]\n100%|██████████| 18/18 [00:00<00:00, 58.29it/s]\nNORMALIZE BY? camera\nscene_scale 1.9317844837455354\n intrinsics (loaded reso) Intrin(fx=582.2704956224809, fy=582.2704956224809, cx=490.0, cy=273.0)\nWriting to /root/.cache/arf/ckpt_arf/tnt/Horse/1c32daf6-84c1-4baf-a118-ed557e9d131c/test_renders_path\n\n 0%| | 0/200 [00:00<?, ?it/s]\n 0%| | 1/200 [00:00<00:55, 3.57it/s]\n 1%| | 2/200 [00:00<00:48, 4.11it/s]\n 2%|▏ | 3/200 [00:00<00:45, 4.34it/s]\n 2%|▏ | 4/200 [00:00<00:44, 4.44it/s]\n 2%|▎ | 5/200 [00:01<00:43, 4.50it/s]\n 3%|▎ | 6/200 [00:01<00:42, 4.55it/s]\n 4%|▎ | 7/200 [00:01<00:42, 4.58it/s]\n 4%|▍ | 8/200 [00:01<00:41, 4.57it/s]\n 4%|▍ | 9/200 [00:02<00:41, 4.59it/s]\n 5%|▌ | 10/200 [00:02<00:41, 4.59it/s]\n 6%|▌ | 11/200 [00:02<00:41, 4.58it/s]\n 6%|▌ | 12/200 [00:02<00:41, 4.57it/s]\n 6%|▋ | 13/200 [00:02<00:41, 4.55it/s]\n 7%|▋ | 14/200 [00:03<00:40, 4.55it/s]\n 8%|▊ | 15/200 [00:03<00:40, 4.56it/s]\n 8%|▊ | 16/200 [00:03<00:40, 4.54it/s]\n 8%|▊ | 17/200 [00:03<00:40, 4.53it/s]\n 9%|▉ | 18/200 [00:03<00:40, 4.51it/s]\n 10%|▉ | 19/200 [00:04<00:40, 4.48it/s]\n 10%|█ | 20/200 [00:04<00:40, 4.48it/s]\n 10%|█ | 21/200 [00:04<00:40, 4.47it/s]\n 11%|█ | 22/200 [00:04<00:39, 4.46it/s]\n 12%|█▏ | 23/200 [00:05<00:39, 4.43it/s]\n 12%|█▏ | 24/200 [00:05<00:39, 4.41it/s]\n 12%|█▎ | 25/200 [00:05<00:39, 4.41it/s]\n 13%|█▎ | 26/200 [00:05<00:39, 4.40it/s]\n 14%|█▎ | 27/200 [00:06<00:39, 4.38it/s]\n 14%|█▍ | 28/200 [00:06<00:39, 4.36it/s]\n 14%|█▍ | 29/200 [00:06<00:39, 4.34it/s]\n 15%|█▌ | 30/200 [00:06<00:39, 4.33it/s]\n 16%|█▌ | 31/200 [00:06<00:39, 4.31it/s]\n 16%|█▌ | 32/200 [00:07<00:38, 4.31it/s]\n 16%|█▋ | 33/200 [00:07<00:38, 4.30it/s]\n 17%|█▋ | 34/200 [00:07<00:38, 4.30it/s]\n 18%|█▊ | 35/200 [00:07<00:38, 4.29it/s]\n 18%|█▊ | 36/200 [00:08<00:38, 4.29it/s]\n 18%|█▊ | 37/200 [00:08<00:38, 4.28it/s]\n 19%|█▉ | 38/200 [00:08<00:37, 4.29it/s]\n 20%|█▉ | 39/200 [00:08<00:37, 4.28it/s]\n 20%|██ | 40/200 [00:09<00:37, 4.29it/s]\n 20%|██ | 41/200 [00:09<00:37, 4.27it/s]\n 21%|██ | 42/200 [00:09<00:36, 4.28it/s]\n 22%|██▏ | 43/200 [00:09<00:36, 4.26it/s]\n 22%|██▏ | 44/200 [00:10<00:36, 4.27it/s]\n 22%|██▎ | 45/200 [00:10<00:36, 4.27it/s]\n 23%|██▎ | 46/200 [00:10<00:35, 4.28it/s]\n 24%|██▎ | 47/200 [00:10<00:35, 4.29it/s]\n 24%|██▍ | 48/200 [00:10<00:35, 4.29it/s]\n 24%|██▍ | 49/200 [00:11<00:35, 4.29it/s]\n 25%|██▌ | 50/200 [00:11<00:35, 4.28it/s]\n 26%|██▌ | 51/200 [00:11<00:34, 4.29it/s]\n 26%|██▌ | 52/200 [00:11<00:34, 4.27it/s]\n 26%|██▋ | 53/200 [00:12<00:34, 4.27it/s]\n 27%|██▋ | 54/200 [00:12<00:34, 4.25it/s]\n 28%|██▊ | 55/200 [00:12<00:34, 4.24it/s]\n 28%|██▊ | 56/200 [00:12<00:33, 4.25it/s]\n 28%|██▊ | 57/200 [00:13<00:33, 4.24it/s]\n 29%|██▉ | 58/200 [00:13<00:33, 4.22it/s]\n 30%|██▉ | 59/200 [00:13<00:33, 4.24it/s]\n 30%|███ | 60/200 [00:13<00:32, 4.26it/s]\n 30%|███ | 61/200 [00:13<00:32, 4.28it/s]\n 31%|███ | 62/200 [00:14<00:32, 4.29it/s]\n 32%|███▏ | 63/200 [00:14<00:31, 4.32it/s]\n 32%|███▏ | 64/200 [00:14<00:31, 4.32it/s]\n 32%|███▎ | 65/200 [00:14<00:31, 4.35it/s]\n 33%|███▎ | 66/200 [00:15<00:30, 4.38it/s]\n 34%|███▎ | 67/200 [00:15<00:30, 4.38it/s]\n 34%|███▍ | 68/200 [00:15<00:30, 4.38it/s]\n 34%|███▍ | 69/200 [00:15<00:29, 4.41it/s]\n 35%|███▌ | 70/200 [00:16<00:29, 4.44it/s]\n 36%|███▌ | 71/200 [00:16<00:28, 4.46it/s]\n 36%|███▌ | 72/200 [00:16<00:28, 4.49it/s]\n 36%|███▋ | 73/200 [00:16<00:28, 4.49it/s]\n 37%|███▋ | 74/200 [00:16<00:27, 4.52it/s]\n 38%|███▊ | 75/200 [00:17<00:27, 4.55it/s]\n 38%|███▊ | 76/200 [00:17<00:26, 4.59it/s]\n 38%|███▊ | 77/200 [00:17<00:26, 4.60it/s]\n 39%|███▉ | 78/200 [00:17<00:26, 4.63it/s]\n 40%|███▉ | 79/200 [00:17<00:26, 4.65it/s]\n 40%|████ | 80/200 [00:18<00:25, 4.68it/s]\n 40%|████ | 81/200 [00:18<00:25, 4.70it/s]\n 41%|████ | 82/200 [00:18<00:24, 4.72it/s]\n 42%|████▏ | 83/200 [00:18<00:24, 4.73it/s]\n 42%|████▏ | 84/200 [00:19<00:24, 4.75it/s]\n 42%|████▎ | 85/200 [00:19<00:24, 4.77it/s]\n 43%|████▎ | 86/200 [00:19<00:23, 4.78it/s]\n 44%|████▎ | 87/200 [00:19<00:23, 4.78it/s]\n 44%|████▍ | 88/200 [00:19<00:23, 4.80it/s]\n 44%|████▍ | 89/200 [00:20<00:23, 4.81it/s]\n 45%|████▌ | 90/200 [00:20<00:22, 4.80it/s]\n 46%|████▌ | 91/200 [00:20<00:22, 4.80it/s]\n 46%|████▌ | 92/200 [00:20<00:22, 4.83it/s]\n 46%|████▋ | 93/200 [00:20<00:22, 4.84it/s]\n 47%|████▋ | 94/200 [00:21<00:21, 4.83it/s]\n 48%|████▊ | 95/200 [00:21<00:21, 4.82it/s]\n 48%|████▊ | 96/200 [00:21<00:21, 4.83it/s]\n 48%|████▊ | 97/200 [00:21<00:21, 4.85it/s]\n 49%|████▉ | 98/200 [00:21<00:21, 4.86it/s]\n 50%|████▉ | 99/200 [00:22<00:20, 4.84it/s]\n 50%|█████ | 100/200 [00:22<00:20, 4.83it/s]\n 50%|█████ | 101/200 [00:22<00:20, 4.83it/s]\n 51%|█████ | 102/200 [00:22<00:20, 4.84it/s]\n 52%|█████▏ | 103/200 [00:22<00:20, 4.84it/s]\n 52%|█████▏ | 104/200 [00:23<00:19, 4.83it/s]\n 52%|█████▎ | 105/200 [00:23<00:19, 4.83it/s]\n 53%|█████▎ | 106/200 [00:23<00:19, 4.83it/s]\n 54%|█████▎ | 107/200 [00:23<00:19, 4.85it/s]\n 54%|█████▍ | 108/200 [00:24<00:18, 4.88it/s]\n 55%|█████▍ | 109/200 [00:24<00:18, 4.88it/s]\n 55%|█████▌ | 110/200 [00:24<00:18, 4.87it/s]\n 56%|█████▌ | 111/200 [00:24<00:18, 4.86it/s]\n 56%|█████▌ | 112/200 [00:24<00:18, 4.86it/s]\n 56%|█████▋ | 113/200 [00:25<00:17, 4.87it/s]\n 57%|█████▋ | 114/200 [00:25<00:17, 4.89it/s]\n 57%|█████▊ | 115/200 [00:25<00:17, 4.86it/s]\n 58%|█████▊ | 116/200 [00:25<00:17, 4.86it/s]\n 58%|█████▊ | 117/200 [00:25<00:17, 4.85it/s]\n 59%|█████▉ | 118/200 [00:26<00:16, 4.85it/s]\n 60%|█████▉ | 119/200 [00:26<00:16, 4.86it/s]\n 60%|██████ | 120/200 [00:26<00:16, 4.88it/s]\n 60%|██████ | 121/200 [00:26<00:16, 4.90it/s]\n 61%|██████ | 122/200 [00:26<00:15, 4.90it/s]\n 62%|██████▏ | 123/200 [00:27<00:15, 4.91it/s]\n 62%|██████▏ | 124/200 [00:27<00:15, 4.92it/s]\n 62%|██████▎ | 125/200 [00:27<00:15, 4.92it/s]\n 63%|██████▎ | 126/200 [00:27<00:15, 4.93it/s]\n 64%|██████▎ | 127/200 [00:27<00:14, 4.92it/s]\n 64%|██████▍ | 128/200 [00:28<00:14, 4.92it/s]\n 64%|██████▍ | 129/200 [00:28<00:14, 4.92it/s]\n 65%|██████▌ | 130/200 [00:28<00:14, 4.91it/s]\n 66%|██████▌ | 131/200 [00:28<00:14, 4.86it/s]\n 66%|██████▌ | 132/200 [00:28<00:14, 4.84it/s]\n 66%|██████▋ | 133/200 [00:29<00:13, 4.85it/s]\n 67%|██████▋ | 134/200 [00:29<00:13, 4.86it/s]\n 68%|██████▊ | 135/200 [00:29<00:13, 4.87it/s]\n 68%|██████▊ | 136/200 [00:29<00:13, 4.84it/s]\n 68%|██████▊ | 137/200 [00:29<00:13, 4.83it/s]\n 69%|██████▉ | 138/200 [00:30<00:12, 4.82it/s]\n 70%|██████▉ | 139/200 [00:30<00:12, 4.82it/s]\n 70%|███████ | 140/200 [00:30<00:12, 4.79it/s]\n 70%|███████ | 141/200 [00:30<00:12, 4.78it/s]\n 71%|███████ | 142/200 [00:30<00:12, 4.77it/s]\n 72%|███████▏ | 143/200 [00:31<00:11, 4.81it/s]\n 72%|███████▏ | 144/200 [00:31<00:11, 4.85it/s]\n 72%|███████▎ | 145/200 [00:31<00:11, 4.86it/s]\n 73%|███████▎ | 146/200 [00:31<00:11, 4.87it/s]\n 74%|███████▎ | 147/200 [00:32<00:10, 4.88it/s]\n 74%|███████▍ | 148/200 [00:32<00:10, 4.88it/s]\n 74%|███████▍ | 149/200 [00:32<00:10, 4.91it/s]\n 75%|███████▌ | 150/200 [00:32<00:10, 4.94it/s]\n 76%|███████▌ | 151/200 [00:32<00:09, 4.97it/s]\n 76%|███████▌ | 152/200 [00:33<00:09, 4.97it/s]\n 76%|███████▋ | 153/200 [00:33<00:09, 4.98it/s]\n 77%|███████▋ | 154/200 [00:33<00:09, 4.99it/s]\n 78%|███████▊ | 155/200 [00:33<00:09, 4.99it/s]\n 78%|███████▊ | 156/200 [00:33<00:08, 4.99it/s]\n 78%|███████▊ | 157/200 [00:34<00:08, 5.00it/s]\n 79%|███████▉ | 158/200 [00:34<00:08, 5.02it/s]\n 80%|███████▉ | 159/200 [00:34<00:08, 5.03it/s]\n 80%|████████ | 160/200 [00:34<00:07, 5.02it/s]\n 80%|████████ | 161/200 [00:34<00:07, 5.01it/s]\n 81%|████████ | 162/200 [00:35<00:07, 5.01it/s]\n 82%|████████▏ | 163/200 [00:35<00:07, 5.00it/s]\n 82%|████████▏ | 164/200 [00:35<00:07, 5.02it/s]\n 82%|████████▎ | 165/200 [00:35<00:06, 5.05it/s]\n 83%|████████▎ | 166/200 [00:35<00:06, 5.04it/s]\n 84%|████████▎ | 167/200 [00:36<00:06, 5.02it/s]\n 84%|████████▍ | 168/200 [00:36<00:06, 5.03it/s]\n 84%|████████▍ | 169/200 [00:36<00:06, 5.01it/s]\n 85%|████████▌ | 170/200 [00:36<00:05, 5.02it/s]\n 86%|████████▌ | 171/200 [00:36<00:05, 5.04it/s]\n 86%|████████▌ | 172/200 [00:37<00:05, 5.02it/s]\n 86%|████████▋ | 173/200 [00:37<00:05, 5.03it/s]\n 87%|████████▋ | 174/200 [00:37<00:05, 5.02it/s]\n 88%|████████▊ | 175/200 [00:37<00:04, 5.01it/s]\n 88%|████████▊ | 176/200 [00:37<00:04, 5.00it/s]\n 88%|████████▊ | 177/200 [00:38<00:04, 5.02it/s]\n 89%|████████▉ | 178/200 [00:38<00:04, 5.02it/s]\n 90%|████████▉ | 179/200 [00:38<00:04, 5.02it/s]\n 90%|█████████ | 180/200 [00:38<00:03, 5.02it/s]\n 90%|█████████ | 181/200 [00:38<00:03, 5.02it/s]\n 91%|█████████ | 182/200 [00:39<00:03, 5.02it/s]\n 92%|█████████▏| 183/200 [00:39<00:03, 5.04it/s]\n 92%|█████████▏| 184/200 [00:39<00:03, 5.04it/s]\n 92%|█████████▎| 185/200 [00:39<00:02, 5.03it/s]\n 93%|█████████▎| 186/200 [00:39<00:02, 5.03it/s]\n 94%|█████████▎| 187/200 [00:39<00:02, 5.01it/s]\n 94%|█████████▍| 188/200 [00:40<00:02, 4.99it/s]\n 94%|█████████▍| 189/200 [00:40<00:02, 4.99it/s]\n 95%|█████████▌| 190/200 [00:40<00:02, 4.97it/s]\n 96%|█████████▌| 191/200 [00:40<00:01, 4.97it/s]\n 96%|█████████▌| 192/200 [00:41<00:01, 4.97it/s]\n 96%|█████████▋| 193/200 [00:41<00:01, 4.99it/s]\n 97%|█████████▋| 194/200 [00:41<00:01, 5.02it/s]\n 98%|█████████▊| 195/200 [00:41<00:00, 5.03it/s]\n 98%|█████████▊| 196/200 [00:41<00:00, 5.01it/s]\n 98%|█████████▊| 197/200 [00:41<00:00, 5.01it/s]\n 99%|█████████▉| 198/200 [00:42<00:00, 5.01it/s]\n100%|█████████▉| 199/200 [00:42<00:00, 5.01it/s]\n100%|██████████| 200/200 [00:42<00:00, 5.03it/s]\n100%|██████████| 200/200 [00:42<00:00, 4.70it/s]\nIMAGEIO FFMPEG_WRITER WARNING: input image is not divisible by macro_block_size=8, resizing from (980, 546) to (984, 552) to ensure video compatibility with most codecs and players. To prevent resizing, make your input image divisible by the macro_block_size or set the macro_block_size to 1 (risking incompatibility).\n[swscaler @ 0x64cf2c0] Warning: data is not aligned! This can lead to a speed loss", "metrics": { "predict_time": 1038.211762, "total_time": 1422.6641 }, "output": "https://replicate.delivery/mgxm/6b08c752-fb76-4661-b1e0-bf53b3e4c99b/test_renders_path.mp4", "started_at": "2022-06-24T00:58:15.897792Z", "status": "succeeded", "urls": { "get": "https://api.replicate.com/v1/predictions/34ctq4swknc6vmx2mdtvuo3ceq", "cancel": "https://api.replicate.com/v1/predictions/34ctq4swknc6vmx2mdtvuo3ceq/cancel" }, "version": "7bb81e4046b96358001e6275e36eee3e7228fe9f1a0e1515a5f553cbbcad07e7" }Generated inDefaulting to extended NSVF dataset LOAD NSVF DATA /root/.cache/arf/data/tnt/Horse split train 0%| | 0/133 [00:00<?, ?it/s] 4%|▍ | 5/133 [00:00<00:02, 47.17it/s] 8%|▊ | 11/133 [00:00<00:02, 49.67it/s] 13%|█▎ | 17/133 [00:00<00:02, 53.41it/s] 18%|█▊ | 24/133 [00:00<00:01, 57.32it/s] 23%|██▎ | 30/133 [00:00<00:01, 58.06it/s] 27%|██▋ | 36/133 [00:00<00:01, 56.28it/s] 32%|███▏ | 42/133 [00:00<00:01, 55.33it/s] 36%|███▌ | 48/133 [00:00<00:01, 55.25it/s] 41%|████ | 54/133 [00:00<00:01, 55.41it/s] 45%|████▌ | 60/133 [00:01<00:01, 56.06it/s] 50%|████▉ | 66/133 [00:01<00:01, 56.17it/s] 54%|█████▍ | 72/133 [00:01<00:01, 56.67it/s] 59%|█████▊ | 78/133 [00:01<00:00, 55.20it/s] 63%|██████▎ | 84/133 [00:01<00:00, 54.09it/s] 68%|██████▊ | 90/133 [00:01<00:00, 55.27it/s] 72%|███████▏ | 96/133 [00:01<00:00, 55.24it/s] 77%|███████▋ | 102/133 [00:01<00:00, 54.13it/s] 81%|████████ | 108/133 [00:01<00:00, 54.61it/s] 86%|████████▌ | 114/133 [00:02<00:00, 54.62it/s] 91%|█████████ | 121/133 [00:02<00:00, 56.69it/s] 95%|█████████▌| 127/133 [00:02<00:00, 56.66it/s] 100%|██████████| 133/133 [00:02<00:00, 56.93it/s] 100%|██████████| 133/133 [00:02<00:00, 55.53it/s] NORMALIZE BY? camera scene_scale 1.9317844837455354 intrinsics (loaded reso) Intrin(fx=582.2704956224809, fy=582.2704956224809, cx=490.0, cy=273.0) Generating rays, scaling factor 1 ic| "Loaded ckpt: ": 'Loaded ckpt: ' args.init_ckpt: '/root/.cache/arf/ckpt_svox2/tnt/Horse/ckpt.npz' ic| grid.basis_dim: 1 opt_style.py:508: DeprecationWarning: Starting with ImageIO v3 the behavior of this function will switch to that of iio.v3.imread. To keep the current behavior (and make this warning dissapear) use `import imageio.v2 as imageio` or call `imageio.v2.imread` directly. style_img = imageio.imread(args.style).astype(np.float32) / 255.0 Render options RenderOptions(backend='cuvol', background_brightness=1.0, step_size=0.5, sigma_thresh=1e-08, stop_thresh=1e-07, last_sample_opaque=False, near_clip=0.0, use_spheric_clip=False, random_sigma_std=0.0, random_sigma_std_background=0.0) ic| "Style image: ": 'Style image: ' args.style: '/tmp/tmp6k8emijd20210215_110704.jpg' style_img.shape: torch.Size([275, 490, 3]) ic| "Training epoch: ": 'Training epoch: ' epoch_id: 0 epoch_size: 71165640 batches_per_epoch: 14234 batch_size: 5000 optim_type: 'ray' 0%| | 0/14234 [00:00<?, ?it/s] 0%| | 10/14234 [00:00<02:33, 92.45it/s] 19 14.8594 : 0%| | 10/14234 [00:00<02:33, 92.45it/s] 19 14.8594 : 0%| | 20/14234 [00:00<02:33, 92.58it/s] 19 14.8594 : 0%| | 30/14234 [00:00<02:36, 90.93it/s] 39 15.3054 : 0%| | 30/14234 [00:00<02:36, 90.93it/s] 39 15.3054 : 0%| | 40/14234 [00:00<02:40, 88.58it/s] 39 15.3054 : 0%| | 49/14234 [00:00<02:42, 87.12it/s] 39 15.3054 : 0%| | 58/14234 [00:00<02:52, 81.96it/s] 59 18.5879 : 0%| | 58/14234 [00:00<02:52, 81.96it/s] 59 18.5879 : 0%| | 67/14234 [00:00<03:09, 74.75it/s] 59 18.5879 : 1%| | 75/14234 [00:00<03:28, 67.77it/s] 79 21.6630 : 1%| | 75/14234 [00:01<03:28, 67.77it/s] 79 21.6630 : 1%| | 82/14234 [00:01<03:43, 63.28it/s] 79 21.6630 : 1%| | 89/14234 [00:01<03:57, 59.65it/s] 79 21.6630 : 1%| | 96/14234 [00:01<04:02, 58.19it/s] 99 21.4931 : 1%| | 96/14234 [00:01<04:02, 58.19it/s] 99 21.4931 : 1%| | 102/14234 [00:01<04:02, 58.38it/s] 99 21.4931 : 1%| | 109/14234 [00:01<03:50, 61.26it/s] 99 21.4931 : 1%| | 119/14234 [00:01<03:18, 71.24it/s] 119 13.0901 : 1%| | 119/14234 [00:01<03:18, 71.24it/s] 119 13.0901 : 1%| | 129/14234 [00:01<03:02, 77.31it/s] 119 13.0901 : 1%| | 138/14234 [00:01<02:55, 80.15it/s] 139 17.5050 : 1%| | 138/14234 [00:01<02:55, 80.15it/s] 139 17.5050 : 1%| | 147/14234 [00:01<02:52, 81.60it/s] 139 17.5050 : 1%| | 156/14234 [00:02<02:52, 81.53it/s] 159 20.0024 : 1%| | 156/14234 [00:02<02:52, 81.53it/s] 159 20.0024 : 1%| | 165/14234 [00:02<03:01, 77.48it/s] 159 20.0024 : 1%| | 173/14234 [00:02<03:14, 72.38it/s] 179 19.1585 : 1%| | 173/14234 [00:02<03:14, 72.38it/s] 179 19.1585 : 1%|▏ | 181/14234 [00:02<03:28, 67.37it/s] 179 19.1585 : 1%|▏ | 188/14234 [00:02<03:44, 62.45it/s] 179 19.1585 : 1%|▏ | 195/14234 [00:02<03:57, 59.13it/s] 199 24.4953 : 1%|▏ | 195/14234 [00:02<03:57, 59.13it/s] 199 24.4953 : 1%|▏ | 201/14234 [00:02<04:00, 58.44it/s] 199 24.4953 : 1%|▏ | 207/14234 [00:02<03:59, 58.54it/s] 199 24.4953 : 2%|▏ | 214/14234 [00:03<03:56, 59.40it/s] 219 12.3141 : 2%|▏ | 214/14234 [00:03<03:56, 59.40it/s] 219 12.3141 : 2%|▏ | 224/14234 [00:03<03:21, 69.44it/s] 219 12.3141 : 2%|▏ | 234/14234 [00:03<03:02, 76.61it/s] 239 14.7511 : 2%|▏ | 234/14234 [00:03<03:02, 76.61it/s] 239 14.7511 : 2%|▏ | 243/14234 [00:03<02:54, 80.12it/s] 239 14.7511 : 2%|▏ | 252/14234 [00:03<02:50, 81.90it/s] 259 20.5679 : 2%|▏ | 252/14234 [00:03<02:50, 81.90it/s] 259 20.5679 : 2%|▏ | 261/14234 [00:03<02:49, 82.22it/s] 259 20.5679 : 2%|▏ | 270/14234 [00:03<02:55, 79.78it/s] 259 20.5679 : 2%|▏ | 279/14234 [00:03<03:10, 73.28it/s] 279 24.6563 : 2%|▏ | 279/14234 [00:03<03:10, 73.28it/s] 279 24.6563 : 2%|▏ | 287/14234 [00:04<03:22, 69.03it/s] 279 24.6563 : 2%|▏ | 295/14234 [00:04<03:37, 63.97it/s] 299 25.9220 : 2%|▏ | 295/14234 [00:04<03:37, 63.97it/s] 299 25.9220 : 2%|▏ | 302/14234 [00:04<03:49, 60.74it/s] 299 25.9220 : 2%|▏ | 309/14234 [00:04<03:53, 59.56it/s] 299 25.9220 : 2%|▏ | 316/14234 [00:04<03:53, 59.58it/s] 319 25.2829 : 2%|▏ | 316/14234 [00:04<03:53, 59.58it/s] 319 25.2829 : 2%|▏ | 323/14234 [00:04<03:44, 61.93it/s] 319 25.2829 : 2%|▏ | 334/14234 [00:04<03:10, 72.89it/s] 339 13.7128 : 2%|▏ | 334/14234 [00:04<03:10, 72.89it/s] 339 13.7128 : 2%|▏ | 344/14234 [00:04<02:55, 79.30it/s] 339 13.7128 : 2%|▏ | 354/14234 [00:04<02:48, 82.48it/s] 359 18.2489 : 2%|▏ | 354/14234 [00:05<02:48, 82.48it/s] 359 18.2489 : 3%|▎ | 363/14234 [00:05<02:47, 82.86it/s] 359 18.2489 : 3%|▎ | 372/14234 [00:05<02:48, 82.24it/s] 379 20.4075 : 3%|▎ | 372/14234 [00:05<02:48, 82.24it/s] 379 20.4075 : 3%|▎ | 381/14234 [00:05<02:59, 77.39it/s] 379 20.4075 : 3%|▎ | 389/14234 [00:05<03:10, 72.86it/s] 379 20.4075 : 3%|▎ | 397/14234 [00:05<03:22, 68.48it/s] 399 23.4544 : 3%|▎ | 397/14234 [00:05<03:22, 68.48it/s] 399 23.4544 : 3%|▎ | 404/14234 [00:05<03:36, 63.95it/s] 399 23.4544 : 3%|▎ | 411/14234 [00:05<03:49, 60.23it/s] 399 23.4544 : 3%|▎ | 418/14234 [00:05<03:50, 60.06it/s] 419 24.6177 : 3%|▎ | 418/14234 [00:05<03:50, 60.06it/s] 419 24.6177 : 3%|▎ | 425/14234 [00:06<03:50, 60.04it/s] 419 24.6177 : 3%|▎ | 433/14234 [00:06<03:31, 65.13it/s] 439 12.2869 : 3%|▎ | 433/14234 [00:06<03:31, 65.13it/s] 439 12.2869 : 3%|▎ | 443/14234 [00:06<03:06, 73.85it/s] 439 12.2869 : 3%|▎ | 453/14234 [00:06<02:52, 79.68it/s] 459 17.6361 : 3%|▎ | 453/14234 [00:06<02:52, 79.68it/s] 459 17.6361 : 3%|▎ | 462/14234 [00:06<02:46, 82.55it/s] 459 17.6361 : 3%|▎ | 471/14234 [00:06<02:43, 84.44it/s] 479 21.6357 : 3%|▎ | 471/14234 [00:06<02:43, 84.44it/s] 479 21.6357 : 3%|▎ | 480/14234 [00:06<02:43, 84.23it/s] 479 21.6357 : 3%|▎ | 489/14234 [00:06<02:54, 78.75it/s] 479 21.6357 : 3%|▎ | 497/14234 [00:06<03:08, 72.92it/s] 499 24.1302 : 3%|▎ | 497/14234 [00:06<03:08, 72.92it/s] 499 24.1302 : 4%|▎ | 505/14234 [00:07<03:19, 68.97it/s] 499 24.1302 : 4%|▎ | 513/14234 [00:07<03:39, 62.55it/s] 519 29.0720 : 4%|▎ | 513/14234 [00:07<03:39, 62.55it/s] 519 29.0720 : 4%|▎ | 520/14234 [00:07<03:50, 59.45it/s] 519 29.0720 : 4%|▎ | 527/14234 [00:07<03:49, 59.75it/s] 519 29.0720 : 4%|▍ | 534/14234 [00:07<03:48, 59.91it/s] 539 12.0035 : 4%|▍ | 534/14234 [00:07<03:48, 59.91it/s] 539 12.0035 : 4%|▍ | 543/14234 [00:07<03:22, 67.56it/s] 539 12.0035 : 4%|▍ | 553/14234 [00:07<03:01, 75.54it/s] 559 14.8681 : 4%|▍ | 553/14234 [00:07<03:01, 75.54it/s] 559 14.8681 : 4%|▍ | 563/14234 [00:07<02:51, 79.89it/s] 559 14.8681 : 4%|▍ | 572/14234 [00:08<02:47, 81.53it/s] 579 23.3642 : 4%|▍ | 572/14234 [00:08<02:47, 81.53it/s] 579 23.3642 : 4%|▍ | 581/14234 [00:08<02:46, 82.23it/s] 579 23.3642 : 4%|▍ | 590/14234 [00:08<02:48, 81.04it/s] 579 23.3642 : 4%|▍ | 599/14234 [00:08<03:04, 73.85it/s] 599 25.8962 : 4%|▍ | 599/14234 [00:08<03:04, 73.85it/s] 599 25.8962 : 4%|▍ | 607/14234 [00:08<03:15, 69.73it/s] 599 25.8962 : 4%|▍ | 615/14234 [00:08<03:31, 64.43it/s] 619 32.4319 : 4%|▍ | 615/14234 [00:08<03:31, 64.43it/s] 619 32.4319 : 4%|▍ | 622/14234 [00:08<03:47, 59.71it/s] 619 32.4319 : 4%|▍ | 629/14234 [00:08<03:55, 57.86it/s] 619 32.4319 : 4%|▍ | 635/14234 [00:09<03:54, 58.08it/s] 639 26.9347 : 4%|▍ | 635/14234 [00:09<03:54, 58.08it/s] 639 26.9347 : 5%|▍ | 641/14234 [00:09<03:54, 57.94it/s] 639 26.9347 : 5%|▍ | 650/14234 [00:09<03:24, 66.32it/s] 659 16.0199 : 5%|▍ | 650/14234 [00:09<03:24, 66.32it/s] 659 16.0199 : 5%|▍ | 660/14234 [00:09<03:02, 74.24it/s] 659 16.0199 : 5%|▍ | 670/14234 [00:09<02:51, 78.93it/s] 659 16.0199 : 5%|▍ | 679/14234 [00:09<02:47, 80.79it/s] 679 22.4501 : 5%|▍ | 679/14234 [00:09<02:47, 80.79it/s] 679 22.4501 : 5%|▍ | 688/14234 [00:09<02:45, 81.84it/s] 679 22.4501 : 5%|▍ | 697/14234 [00:09<02:47, 80.93it/s] 699 30.2622 : 5%|▍ | 697/14234 [00:09<02:47, 80.93it/s] 699 30.2622 : 5%|▍ | 706/14234 [00:09<03:04, 73.50it/s] 699 30.2622 : 5%|▌ | 714/14234 [00:10<03:15, 69.27it/s] 719 28.5305 : 5%|▌ | 714/14234 [00:10<03:15, 69.27it/s] 719 28.5305 : 5%|▌ | 722/14234 [00:10<03:31, 63.93it/s] 719 28.5305 : 5%|▌ | 729/14234 [00:10<03:47, 59.44it/s] 719 28.5305 : 5%|▌ | 736/14234 [00:10<03:53, 57.75it/s] 739 31.9827 : 5%|▌ | 736/14234 [00:10<03:53, 57.75it/s] 739 31.9827 : 5%|▌ | 742/14234 [00:10<03:53, 57.83it/s] 739 31.9827 : 5%|▌ | 748/14234 [00:10<03:53, 57.84it/s] 739 31.9827 : 5%|▌ | 757/14234 [00:10<03:23, 66.24it/s] 759 13.6468 : 5%|▌ | 757/14234 [00:10<03:23, 66.24it/s] 759 13.6468 : 5%|▌ | 767/14234 [00:10<03:01, 74.28it/s] 759 13.6468 : 5%|▌ | 776/14234 [00:11<02:51, 78.41it/s] 779 21.9451 : 5%|▌ | 776/14234 [00:11<02:51, 78.41it/s] 779 21.9451 : 6%|▌ | 785/14234 [00:11<02:47, 80.41it/s] 779 21.9451 : 6%|▌ | 794/14234 [00:11<02:44, 81.67it/s] 799 29.6937 : 6%|▌ | 794/14234 [00:11<02:44, 81.67it/s] 799 29.6937 : 6%|▌ | 803/14234 [00:11<02:44, 81.58it/s] 799 29.6937 : 6%|▌ | 812/14234 [00:11<02:57, 75.71it/s] 819 28.7872 : 6%|▌ | 812/14234 [00:11<02:57, 75.71it/s] 819 28.7872 : 6%|▌ | 820/14234 [00:11<03:11, 70.15it/s] 819 28.7872 : 6%|▌ | 828/14234 [00:11<03:24, 65.57it/s] 819 28.7872 : 6%|▌ | 835/14234 [00:11<03:39, 61.05it/s] 839 33.9818 : 6%|▌ | 835/14234 [00:11<03:39, 61.05it/s] 839 33.9818 : 6%|▌ | 842/14234 [00:12<03:50, 58.15it/s] 839 33.9818 : 6%|▌ | 848/14234 [00:12<03:50, 58.10it/s] 839 33.9818 : 6%|▌ | 854/14234 [00:12<03:50, 58.13it/s] 859 11.8932 : 6%|▌ | 854/14234 [00:12<03:50, 58.13it/s] 859 11.8932 : 6%|▌ | 863/14234 [00:12<03:25, 64.97it/s] 859 11.8932 : 6%|▌ | 873/14234 [00:12<03:01, 73.56it/s] 879 16.3621 : 6%|▌ | 873/14234 [00:12<03:01, 73.56it/s] 879 16.3621 : 6%|▌ | 882/14234 [00:12<02:51, 78.05it/s] 879 16.3621 : 6%|▋ | 891/14234 [00:12<02:46, 80.20it/s] 899 22.0981 : 6%|▋ | 891/14234 [00:12<02:46, 80.20it/s] 899 22.0981 : 6%|▋ | 900/14234 [00:12<02:45, 80.36it/s] 899 22.0981 : 6%|▋ | 909/14234 [00:12<02:45, 80.62it/s] 899 22.0981 : 6%|▋ | 918/14234 [00:13<02:55, 75.99it/s] 919 27.4471 : 6%|▋ | 918/14234 [00:13<02:55, 75.99it/s] 919 27.4471 : 7%|▋ | 926/14234 [00:13<03:09, 70.30it/s] 919 27.4471 : 7%|▋ | 934/14234 [00:13<03:20, 66.39it/s] 939 30.7119 : 7%|▋ | 934/14234 [00:13<03:20, 66.39it/s] 939 30.7119 : 7%|▋ | 941/14234 [00:13<03:39, 60.67it/s] 939 30.7119 : 7%|▋ | 948/14234 [00:13<03:49, 57.94it/s] 939 30.7119 : 7%|▋ | 954/14234 [00:13<03:51, 57.43it/s] 959 24.2370 : 7%|▋ | 954/14234 [00:13<03:51, 57.43it/s] 959 24.2370 : 7%|▋ | 960/14234 [00:13<03:51, 57.45it/s] 959 24.2370 : 7%|▋ | 968/14234 [00:13<03:31, 62.75it/s] 959 24.2370 : 7%|▋ | 978/14234 [00:13<03:03, 72.33it/s] 979 14.5668 : 7%|▋ | 978/14234 [00:13<03:03, 72.33it/s] 979 14.5668 : 7%|▋ | 987/14234 [00:14<02:51, 77.25it/s] 979 14.5668 : 7%|▋ | 996/14234 [00:14<02:44, 80.25it/s] 999 20.6766 : 7%|▋ | 996/14234 [00:14<02:44, 80.25it/s] 999 20.6766 : 7%|▋ | 1005/14234 [00:14<02:45, 80.13it/s] 999 20.6766 : 7%|▋ | 1014/14234 [00:14<02:46, 79.39it/s] 1019 22.4647 : 7%|▋ | 1014/14234 [00:14<02:46, 79.39it/s] 1019 22.4647 : 7%|▋ | 1022/14234 [00:14<02:51, 77.06it/s] 1019 22.4647 : 7%|▋ | 1030/14234 [00:14<03:07, 70.24it/s] 1019 22.4647 : 7%|▋ | 1038/14234 [00:14<03:21, 65.55it/s] 1039 21.6591 : 7%|▋ | 1038/14234 [00:14<03:21, 65.55it/s] 1039 21.6591 : 7%|▋ | 1045/14234 [00:14<03:32, 61.98it/s] 1039 21.6591 : 7%|▋ | 1052/14234 [00:15<03:46, 58.17it/s] 1039 21.6591 : 7%|▋ | 1058/14234 [00:15<03:51, 56.90it/s] 1059 21.4638 : 7%|▋ | 1058/14234 [00:15<03:51, 56.90it/s] 1059 21.4638 : 7%|▋ | 1064/14234 [00:15<03:51, 56.87it/s] 1059 21.4638 : 8%|▊ | 1071/14234 [00:15<03:44, 58.71it/s] 1079 10.9328 : 8%|▊ | 1071/14234 [00:15<03:44, 58.71it/s] 1079 10.9328 : 8%|▊ | 1082/14234 [00:15<03:05, 71.01it/s] 1079 10.9328 : 8%|▊ | 1092/14234 [00:15<02:46, 78.71it/s] 1099 15.4866 : 8%|▊ | 1092/14234 [00:15<02:46, 78.71it/s] 1099 15.4866 : 8%|▊ | 1102/14234 [00:15<02:38, 82.62it/s] 1099 15.4866 : 8%|▊ | 1111/14234 [00:15<02:36, 84.05it/s] 1119 22.2660 : 8%|▊ | 1111/14234 [00:15<02:36, 84.05it/s] 1119 22.2660 : 8%|▊ | 1120/14234 [00:15<02:37, 83.40it/s] 1119 22.2660 : 8%|▊ | 1129/14234 [00:16<02:39, 82.03it/s] 1119 22.2660 : 8%|▊ | 1138/14234 [00:16<02:45, 79.26it/s] 1139 23.0803 : 8%|▊ | 1138/14234 [00:16<02:45, 79.26it/s] 1139 23.0803 : 8%|▊ | 1146/14234 [00:16<03:00, 72.36it/s] 1139 23.0803 : 8%|▊ | 1154/14234 [00:16<03:17, 66.07it/s] 1159 28.6872 : 8%|▊ | 1154/14234 [00:16<03:17, 66.07it/s] 1159 28.6872 : 8%|▊ | 1161/14234 [00:16<03:26, 63.33it/s] 1159 28.6872 : 8%|▊ | 1168/14234 [00:16<03:39, 59.55it/s] 1159 28.6872 : 8%|▊ | 1175/14234 [00:16<03:50, 56.64it/s] 1179 10.4563 : 8%|▊ | 1175/14234 [00:16<03:50, 56.64it/s] 1179 10.4563 : 8%|▊ | 1183/14234 [00:16<03:29, 62.31it/s] 1179 10.4563 : 8%|▊ | 1194/14234 [00:17<02:57, 73.42it/s] 1199 12.4535 : 8%|▊ | 1194/14234 [00:17<02:57, 73.42it/s] 1199 12.4535 : 8%|▊ | 1204/14234 [00:17<02:42, 80.35it/s] 1199 12.4535 : 9%|▊ | 1214/14234 [00:17<02:34, 84.01it/s] 1219 22.0110 : 9%|▊ | 1214/14234 [00:17<02:34, 84.01it/s] 1219 22.0110 : 9%|▊ | 1223/14234 [00:17<02:33, 84.97it/s] 1219 22.0110 : 9%|▊ | 1232/14234 [00:17<02:33, 84.94it/s] 1239 22.6285 : 9%|▊ | 1232/14234 [00:17<02:33, 84.94it/s] 1239 22.6285 : 9%|▊ | 1241/14234 [00:17<02:36, 83.11it/s] 1239 22.6285 : 9%|▉ | 1250/14234 [00:17<02:40, 81.13it/s] 1239 22.6285 : 9%|▉ | 1259/14234 [00:17<02:53, 74.94it/s] 1259 25.6400 : 9%|▉ | 1259/14234 [00:17<02:53, 74.94it/s] 1259 25.6400 : 9%|▉ | 1267/14234 [00:17<03:12, 67.31it/s] 1259 25.6400 : 9%|▉ | 1274/14234 [00:18<03:23, 63.72it/s] 1279 31.0644 : 9%|▉ | 1274/14234 [00:18<03:23, 63.72it/s] 1279 31.0644 : 9%|▉ | 1281/14234 [00:18<03:32, 61.08it/s] 1279 31.0644 : 9%|▉ | 1288/14234 [00:18<03:24, 63.16it/s] 1279 31.0644 : 9%|▉ | 1299/14234 [00:18<02:53, 74.37it/s] 1299 12.0390 : 9%|▉ | 1299/14234 [00:18<02:53, 74.37it/s] 1299 12.0390 : 9%|▉ | 1310/14234 [00:18<02:37, 81.93it/s] 1319 16.8347 : 9%|▉ | 1310/14234 [00:18<02:37, 81.93it/s] 1319 16.8347 : 9%|▉ | 1320/14234 [00:18<02:31, 85.11it/s] 1319 16.8347 : 9%|▉ | 1329/14234 [00:18<02:29, 86.34it/s] 1319 16.8347 : 9%|▉ | 1338/14234 [00:18<02:30, 85.84it/s] 1339 21.7393 : 9%|▉ | 1338/14234 [00:18<02:30, 85.84it/s] 1339 21.7393 : 9%|▉ | 1347/14234 [00:18<02:34, 83.23it/s] 1339 21.7393 : 10%|▉ | 1356/14234 [00:19<02:38, 81.09it/s] 1359 22.3507 : 10%|▉ | 1356/14234 [00:19<02:38, 81.09it/s] 1359 22.3507 : 10%|▉ | 1365/14234 [00:19<02:49, 76.01it/s] 1359 22.3507 : 10%|▉ | 1373/14234 [00:19<03:07, 68.70it/s] 1379 24.1589 : 10%|▉ | 1373/14234 [00:19<03:07, 68.70it/s] 1379 24.1589 : 10%|▉ | 1381/14234 [00:19<03:23, 63.21it/s] 1379 24.1589 : 10%|▉ | 1388/14234 [00:19<03:31, 60.69it/s] 1379 24.1589 : 10%|▉ | 1395/14234 [00:19<03:24, 62.68it/s] 1399 10.8072 : 10%|▉ | 1395/14234 [00:19<03:24, 62.68it/s] 1399 10.8072 : 10%|▉ | 1406/14234 [00:19<02:53, 74.11it/s] 1399 10.8072 : 10%|▉ | 1417/14234 [00:19<02:36, 81.81it/s] 1419 14.1676 : 10%|▉ | 1417/14234 [00:20<02:36, 81.81it/s] 1419 14.1676 : 10%|█ | 1427/14234 [00:20<02:29, 85.46it/s] 1419 14.1676 : 10%|█ | 1436/14234 [00:20<02:28, 86.33it/s] 1439 21.1448 : 10%|█ | 1436/14234 [00:20<02:28, 86.33it/s] 1439 21.1448 : 10%|█ | 1445/14234 [00:20<02:28, 85.97it/s] 1439 21.1448 : 10%|█ | 1454/14234 [00:20<02:32, 83.71it/s] 1459 23.4343 : 10%|█ | 1454/14234 [00:20<02:32, 83.71it/s] 1459 23.4343 : 10%|█ | 1463/14234 [00:20<02:37, 80.90it/s] 1459 23.4343 : 10%|█ | 1472/14234 [00:20<02:46, 76.67it/s] 1479 23.3373 : 10%|█ | 1472/14234 [00:20<02:46, 76.67it/s] 1479 23.3373 : 10%|█ | 1480/14234 [00:20<03:03, 69.40it/s] 1479 23.3373 : 10%|█ | 1488/14234 [00:20<03:21, 63.10it/s] 1479 23.3373 : 11%|█ | 1495/14234 [00:21<03:31, 60.36it/s] 1499 10.6706 : 11%|█ | 1495/14234 [00:21<03:31, 60.36it/s] 1499 10.6706 : 11%|█ | 1503/14234 [00:21<03:18, 64.14it/s] 1499 10.6706 : 11%|█ | 1514/14234 [00:21<02:48, 75.57it/s] 1519 12.4279 : 11%|█ | 1514/14234 [00:21<02:48, 75.57it/s] 1519 12.4279 : 11%|█ | 1525/14234 [00:21<02:34, 82.49it/s] 1519 12.4279 : 11%|█ | 1535/14234 [00:21<02:28, 85.59it/s] 1539 17.5110 : 11%|█ | 1535/14234 [00:21<02:28, 85.59it/s] 1539 17.5110 : 11%|█ | 1544/14234 [00:21<02:26, 86.63it/s] 1539 17.5110 : 11%|█ | 1553/14234 [00:21<02:27, 86.07it/s] 1559 21.0033 : 11%|█ | 1553/14234 [00:21<02:27, 86.07it/s] 1559 21.0033 : 11%|█ | 1562/14234 [00:21<02:31, 83.84it/s] 1559 21.0033 : 11%|█ | 1571/14234 [00:21<02:35, 81.21it/s] 1579 20.3979 : 11%|█ | 1571/14234 [00:22<02:35, 81.21it/s] 1579 20.3979 : 11%|█ | 1580/14234 [00:22<02:44, 76.73it/s] 1579 20.3979 : 11%|█ | 1588/14234 [00:22<03:01, 69.77it/s] 1579 20.3979 : 11%|█ | 1596/14234 [00:22<03:21, 62.80it/s] 1599 24.2552 : 11%|█ | 1596/14234 [00:22<03:21, 62.80it/s] 1599 24.2552 : 11%|█▏ | 1603/14234 [00:22<03:34, 58.75it/s] 1599 24.2552 : 11%|█▏ | 1612/14234 [00:22<03:13, 65.12it/s] 1619 11.1154 : 11%|█▏ | 1612/14234 [00:22<03:13, 65.12it/s] 1619 11.1154 : 11%|█▏ | 1623/14234 [00:22<02:46, 75.57it/s] 1619 11.1154 : 11%|█▏ | 1634/14234 [00:22<02:32, 82.41it/s] 1639 14.3077 : 11%|█▏ | 1634/14234 [00:22<02:32, 82.41it/s] 1639 14.3077 : 12%|█▏ | 1644/14234 [00:22<02:27, 85.22it/s] 1639 14.3077 : 12%|█▏ | 1653/14234 [00:23<02:26, 85.88it/s] 1659 20.9571 : 12%|█▏ | 1653/14234 [00:23<02:26, 85.88it/s] 1659 20.9571 : 12%|█▏ | 1662/14234 [00:23<02:28, 84.75it/s] 1659 20.9571 : 12%|█▏ | 1671/14234 [00:23<02:33, 81.85it/s] 1679 21.2224 : 12%|█▏ | 1671/14234 [00:23<02:33, 81.85it/s] 1679 21.2224 : 12%|█▏ | 1680/14234 [00:23<02:39, 78.75it/s] 1679 21.2224 : 12%|█▏ | 1688/14234 [00:23<02:48, 74.67it/s] 1679 21.2224 : 12%|█▏ | 1696/14234 [00:23<03:02, 68.65it/s] 1699 21.1484 : 12%|█▏ | 1696/14234 [00:23<03:02, 68.65it/s] 1699 21.1484 : 12%|█▏ | 1703/14234 [00:23<03:19, 62.89it/s] 1699 21.1484 : 12%|█▏ | 1710/14234 [00:23<03:31, 59.19it/s] 1699 21.1484 : 12%|█▏ | 1718/14234 [00:24<03:15, 64.17it/s] 1719 10.9995 : 12%|█▏ | 1718/14234 [00:24<03:15, 64.17it/s] 1719 10.9995 : 12%|█▏ | 1729/14234 [00:24<02:47, 74.72it/s] 1719 10.9995 : 12%|█▏ | 1739/14234 [00:24<02:33, 81.18it/s] 1739 11.8577 : 12%|█▏ | 1739/14234 [00:24<02:33, 81.18it/s] 1739 11.8577 : 12%|█▏ | 1749/14234 [00:24<02:27, 84.78it/s] 1739 11.8577 : 12%|█▏ | 1758/14234 [00:24<02:24, 86.10it/s] 1759 20.1824 : 12%|█▏ | 1758/14234 [00:24<02:24, 86.10it/s] 1759 20.1824 : 12%|█▏ | 1767/14234 [00:24<02:26, 85.14it/s] 1759 20.1824 : 12%|█▏ | 1776/14234 [00:24<02:30, 82.68it/s] 1779 23.2340 : 12%|█▏ | 1776/14234 [00:24<02:30, 82.68it/s] 1779 23.2340 : 13%|█▎ | 1785/14234 [00:24<02:36, 79.52it/s] 1779 23.2340 : 13%|█▎ | 1794/14234 [00:24<02:45, 75.21it/s] 1799 23.5373 : 13%|█▎ | 1794/14234 [00:25<02:45, 75.21it/s] 1799 23.5373 : 13%|█▎ | 1802/14234 [00:25<02:58, 69.52it/s] 1799 23.5373 : 13%|█▎ | 1810/14234 [00:25<03:14, 64.00it/s] 1799 23.5373 : 13%|█▎ | 1817/14234 [00:25<03:26, 60.04it/s] 1819 12.0914 : 13%|█▎ | 1817/14234 [00:25<03:26, 60.04it/s] 1819 12.0914 : 13%|█▎ | 1825/14234 [00:25<03:11, 64.70it/s] 1819 12.0914 : 13%|█▎ | 1836/14234 [00:25<02:43, 75.65it/s] 1839 11.9316 : 13%|█▎ | 1836/14234 [00:25<02:43, 75.65it/s] 1839 11.9316 : 13%|█▎ | 1847/14234 [00:25<02:30, 82.57it/s] 1839 11.9316 : 13%|█▎ | 1857/14234 [00:25<02:24, 85.77it/s] 1859 19.4289 : 13%|█▎ | 1857/14234 [00:25<02:24, 85.77it/s] 1859 19.4289 : 13%|█▎ | 1867/14234 [00:25<02:22, 86.99it/s] 1859 19.4289 : 13%|█▎ | 1876/14234 [00:26<02:23, 85.86it/s] 1879 21.6418 : 13%|█▎ | 1876/14234 [00:26<02:23, 85.86it/s] 1879 21.6418 : 13%|█▎ | 1885/14234 [00:26<02:28, 82.90it/s] 1879 21.6418 : 13%|█▎ | 1894/14234 [00:26<02:34, 79.82it/s] 1899 22.6247 : 13%|█▎ | 1894/14234 [00:26<02:34, 79.82it/s] 1899 22.6247 : 13%|█▎ | 1903/14234 [00:26<02:45, 74.71it/s] 1899 22.6247 : 13%|█▎ | 1911/14234 [00:26<02:58, 68.89it/s] 1899 22.6247 : 13%|█▎ | 1919/14234 [00:26<03:12, 63.86it/s] 1919 25.9469 : 13%|█▎ | 1919/14234 [00:26<03:12, 63.86it/s] 1919 25.9469 : 14%|█▎ | 1926/14234 [00:26<03:25, 59.87it/s] 1919 25.9469 : 14%|█▎ | 1936/14234 [00:26<02:57, 69.40it/s] 1939 12.3398 : 14%|█▎ | 1936/14234 [00:26<02:57, 69.40it/s] 1939 12.3398 : 14%|█▎ | 1947/14234 [00:27<02:36, 78.55it/s] 1939 12.3398 : 14%|█▎ | 1957/14234 [00:27<02:26, 83.67it/s] 1959 15.9416 : 14%|█▎ | 1957/14234 [00:27<02:26, 83.67it/s] 1959 15.9416 : 14%|█▍ | 1967/14234 [00:27<02:22, 85.82it/s] 1959 15.9416 : 14%|█▍ | 1976/14234 [00:27<02:21, 86.42it/s] 1979 21.4022 : 14%|█▍ | 1976/14234 [00:27<02:21, 86.42it/s] 1979 21.4022 : 14%|█▍ | 1985/14234 [00:27<02:24, 84.95it/s] 1979 21.4022 : 14%|█▍ | 1994/14234 [00:27<02:29, 81.61it/s] 1999 22.7567 : 14%|█▍ | 1994/14234 [00:27<02:29, 81.61it/s] 1999 22.7567 : 14%|█▍ | 2003/14234 [00:27<02:37, 77.83it/s] 1999 22.7567 : 14%|█▍ | 2011/14234 [00:27<02:46, 73.24it/s] 1999 22.7567 : 14%|█▍ | 2019/14234 [00:27<03:00, 67.63it/s] 2019 22.6112 : 14%|█▍ | 2019/14234 [00:28<03:00, 67.63it/s] 2019 22.6112 : 14%|█▍ | 2026/14234 [00:28<03:17, 61.91it/s] 2019 22.6112 : 14%|█▍ | 2033/14234 [00:28<03:26, 59.21it/s] 2039 11.9685 : 14%|█▍ | 2033/14234 [00:28<03:26, 59.21it/s] 2039 11.9685 : 14%|█▍ | 2044/14234 [00:28<02:53, 70.15it/s] 2039 11.9685 : 14%|█▍ | 2055/14234 [00:28<02:34, 78.82it/s] 2059 14.1282 : 14%|█▍ | 2055/14234 [00:28<02:34, 78.82it/s] 2059 14.1282 : 15%|█▍ | 2065/14234 [00:28<02:25, 83.58it/s] 2059 14.1282 : 15%|█▍ | 2075/14234 [00:28<02:21, 85.72it/s] 2079 17.5769 : 15%|█▍ | 2075/14234 [00:28<02:21, 85.72it/s] 2079 17.5769 : 15%|█▍ | 2084/14234 [00:28<02:21, 85.74it/s] 2079 17.5769 : 15%|█▍ | 2093/14234 [00:28<02:24, 83.94it/s] 2099 21.1679 : 15%|█▍ | 2093/14234 [00:29<02:24, 83.94it/s] 2099 21.1679 : 15%|█▍ | 2102/14234 [00:29<02:30, 80.72it/s] 2099 21.1679 : 15%|█▍ | 2111/14234 [00:29<02:37, 76.89it/s] 2099 21.1679 : 15%|█▍ | 2119/14234 [00:29<02:47, 72.22it/s] 2119 20.0275 : 15%|█▍ | 2119/14234 [00:29<02:47, 72.22it/s] 2119 20.0275 : 15%|█▍ | 2127/14234 [00:29<03:04, 65.59it/s] 2119 20.0275 : 15%|█▍ | 2134/14234 [00:29<03:19, 60.55it/s] 2139 24.3045 : 15%|█▍ | 2134/14234 [00:29<03:19, 60.55it/s] 2139 24.3045 : 15%|█▌ | 2141/14234 [00:29<03:24, 59.06it/s] 2139 24.3045 : 15%|█▌ | 2152/14234 [00:29<02:51, 70.25it/s] 2159 10.1103 : 15%|█▌ | 2152/14234 [00:29<02:51, 70.25it/s] 2159 10.1103 : 15%|█▌ | 2163/14234 [00:29<02:33, 78.41it/s] 2159 10.1103 : 15%|█▌ | 2173/14234 [00:30<02:24, 83.75it/s] 2179 11.1259 : 15%|█▌ | 2173/14234 [00:30<02:24, 83.75it/s] 2179 11.1259 : 15%|█▌ | 2183/14234 [00:30<02:18, 87.14it/s] 2179 11.1259 : 15%|█▌ | 2193/14234 [00:30<02:16, 88.08it/s] 2199 16.8078 : 15%|█▌ | 2193/14234 [00:30<02:16, 88.08it/s] 2199 16.8078 : 15%|█▌ | 2202/14234 [00:30<02:19, 86.23it/s] 2199 16.8078 : 16%|█▌ | 2211/14234 [00:30<02:25, 82.65it/s] 2219 17.8061 : 16%|█▌ | 2211/14234 [00:30<02:25, 82.65it/s] 2219 17.8061 : 16%|█▌ | 2220/14234 [00:30<02:33, 78.05it/s] 2219 17.8061 : 16%|█▌ | 2228/14234 [00:30<02:45, 72.67it/s] 2219 17.8061 : 16%|█▌ | 2236/14234 [00:30<02:58, 67.35it/s] 2239 18.1110 : 16%|█▌ | 2236/14234 [00:30<02:58, 67.35it/s] 2239 18.1110 : 16%|█▌ | 2243/14234 [00:30<03:04, 65.16it/s] 2239 18.1110 : 16%|█▌ | 2250/14234 [00:31<03:04, 64.96it/s] 2259 10.1866 : 16%|█▌ | 2250/14234 [00:31<03:04, 64.96it/s] 2259 10.1866 : 16%|█▌ | 2260/14234 [00:31<02:42, 73.76it/s] 2259 10.1866 : 16%|█▌ | 2270/14234 [00:31<02:28, 80.51it/s] 2279 10.5113 : 16%|█▌ | 2270/14234 [00:31<02:28, 80.51it/s] 2279 10.5113 : 16%|█▌ | 2280/14234 [00:31<02:20, 85.17it/s] 2279 10.5113 : 16%|█▌ | 2290/14234 [00:31<02:15, 88.43it/s] 2279 10.5113 : 16%|█▌ | 2299/14234 [00:31<02:14, 88.79it/s] 2299 16.5781 : 16%|█▌ | 2299/14234 [00:31<02:14, 88.79it/s] 2299 16.5781 : 16%|█▌ | 2308/14234 [00:31<02:17, 86.89it/s] 2299 16.5781 : 16%|█▋ | 2317/14234 [00:31<02:23, 82.92it/s] 2319 21.4403 : 16%|█▋ | 2317/14234 [00:31<02:23, 82.92it/s] 2319 21.4403 : 16%|█▋ | 2326/14234 [00:31<02:31, 78.55it/s] 2319 21.4403 : 16%|█▋ | 2334/14234 [00:32<02:43, 72.84it/s] 2339 24.1027 : 16%|█▋ | 2334/14234 [00:32<02:43, 72.84it/s] 2339 24.1027 : 16%|█▋ | 2342/14234 [00:32<02:56, 67.24it/s] 2339 24.1027 : 17%|█▋ | 2349/14234 [00:32<03:05, 64.10it/s] 2339 24.1027 : 17%|█▋ | 2356/14234 [00:32<03:11, 62.11it/s] 2359 10.3515 : 17%|█▋ | 2356/14234 [00:32<03:11, 62.11it/s] 2359 10.3515 : 17%|█▋ | 2367/14234 [00:32<02:43, 72.59it/s] 2359 10.3515 : 17%|█▋ | 2378/14234 [00:32<02:27, 80.48it/s] 2379 10.7170 : 17%|█▋ | 2378/14234 [00:32<02:27, 80.48it/s] 2379 10.7170 : 17%|█▋ | 2388/14234 [00:32<02:19, 85.13it/s] 2379 10.7170 : 17%|█▋ | 2398/14234 [00:32<02:14, 88.14it/s] 2399 12.2905 : 17%|█▋ | 2398/14234 [00:32<02:14, 88.14it/s] 2399 12.2905 : 17%|█▋ | 2407/14234 [00:33<02:13, 88.58it/s] 2399 12.2905 : 17%|█▋ | 2416/14234 [00:33<02:16, 86.42it/s] 2419 22.1693 : 17%|█▋ | 2416/14234 [00:33<02:16, 86.42it/s] 2419 22.1693 : 17%|█▋ | 2425/14234 [00:33<02:23, 82.44it/s] 2419 22.1693 : 17%|█▋ | 2434/14234 [00:33<02:31, 77.87it/s] 2439 25.9009 : 17%|█▋ | 2434/14234 [00:33<02:31, 77.87it/s] 2439 25.9009 : 17%|█▋ | 2442/14234 [00:33<02:44, 71.76it/s] 2439 25.9009 : 17%|█▋ | 2450/14234 [00:33<02:57, 66.48it/s] 2439 25.9009 : 17%|█▋ | 2457/14234 [00:33<03:05, 63.50it/s] 2459 24.9608 : 17%|█▋ | 2457/14234 [00:33<03:05, 63.50it/s] 2459 24.9608 : 17%|█▋ | 2464/14234 [00:33<03:05, 63.30it/s] 2459 24.9608 : 17%|█▋ | 2475/14234 [00:34<02:39, 73.79it/s] 2479 10.9598 : 17%|█▋ | 2475/14234 [00:34<02:39, 73.79it/s] 2479 10.9598 : 17%|█▋ | 2485/14234 [00:34<02:26, 80.37it/s] 2479 10.9598 : 18%|█▊ | 2495/14234 [00:34<02:18, 84.99it/s] 2499 11.3243 : 18%|█▊ | 2495/14234 [00:34<02:18, 84.99it/s] 2499 11.3243 : 18%|█▊ | 2505/14234 [00:34<02:14, 87.25it/s] 2499 11.3243 : 18%|█▊ | 2514/14234 [00:34<02:14, 87.14it/s] 2519 20.7707 : 18%|█▊ | 2514/14234 [00:34<02:14, 87.14it/s] 2519 20.7707 : 18%|█▊ | 2523/14234 [00:34<02:18, 84.64it/s] 2519 20.7707 : 18%|█▊ | 2532/14234 [00:34<02:25, 80.67it/s] 2539 24.4270 : 18%|█▊ | 2532/14234 [00:34<02:25, 80.67it/s] 2539 24.4270 : 18%|█▊ | 2541/14234 [00:34<02:33, 76.23it/s] 2539 24.4270 : 18%|█▊ | 2549/14234 [00:34<02:46, 70.10it/s] 2539 24.4270 : 18%|█▊ | 2557/14234 [00:35<02:58, 65.52it/s] 2559 27.4740 : 18%|█▊ | 2557/14234 [00:35<02:58, 65.52it/s] 2559 27.4740 : 18%|█▊ | 2564/14234 [00:35<03:06, 62.70it/s] 2559 27.4740 : 18%|█▊ | 2571/14234 [00:35<03:06, 62.43it/s] 2579 11.3391 : 18%|█▊ | 2571/14234 [00:35<03:06, 62.43it/s] 2579 11.3391 : 18%|█▊ | 2581/14234 [00:35<02:43, 71.28it/s] 2579 11.3391 : 18%|█▊ | 2591/14234 [00:35<02:29, 78.13it/s] 2599 11.1423 : 18%|█▊ | 2591/14234 [00:35<02:29, 78.13it/s] 2599 11.1423 : 18%|█▊ | 2601/14234 [00:35<02:20, 82.83it/s] 2599 11.1423 : 18%|█▊ | 2611/14234 [00:35<02:16, 85.27it/s] 2619 16.0847 : 18%|█▊ | 2611/14234 [00:35<02:16, 85.27it/s] 2619 16.0847 : 18%|█▊ | 2620/14234 [00:35<02:15, 85.68it/s] 2619 16.0847 : 18%|█▊ | 2629/14234 [00:35<02:18, 84.07it/s] 2619 16.0847 : 19%|█▊ | 2638/14234 [00:36<02:23, 81.02it/s] 2639 23.3619 : 19%|█▊ | 2638/14234 [00:36<02:23, 81.02it/s] 2639 23.3619 : 19%|█▊ | 2647/14234 [00:36<02:30, 77.00it/s] 2639 23.3619 : 19%|█▊ | 2655/14234 [00:36<02:44, 70.52it/s] 2659 22.4603 : 19%|█▊ | 2655/14234 [00:36<02:44, 70.52it/s] 2659 22.4603 : 19%|█▊ | 2663/14234 [00:36<02:57, 65.26it/s] 2659 22.4603 : 19%|█▉ | 2670/14234 [00:36<03:02, 63.50it/s] 2659 22.4603 : 19%|█▉ | 2677/14234 [00:36<03:06, 61.90it/s] 2679 11.4145 : 19%|█▉ | 2677/14234 [00:36<03:06, 61.90it/s] 2679 11.4145 : 19%|█▉ | 2687/14234 [00:36<02:42, 70.99it/s] 2679 11.4145 : 19%|█▉ | 2697/14234 [00:36<02:27, 78.29it/s] 2699 11.0559 : 19%|█▉ | 2697/14234 [00:36<02:27, 78.29it/s] 2699 11.0559 : 19%|█▉ | 2707/14234 [00:37<02:18, 83.09it/s] 2699 11.0559 : 19%|█▉ | 2717/14234 [00:37<02:14, 85.82it/s] 2719 12.1178 : 19%|█▉ | 2717/14234 [00:37<02:14, 85.82it/s] 2719 12.1178 : 19%|█▉ | 2726/14234 [00:37<02:13, 86.48it/s] 2719 12.1178 : 19%|█▉ | 2735/14234 [00:37<02:14, 85.32it/s] 2739 21.2426 : 19%|█▉ | 2735/14234 [00:37<02:14, 85.32it/s] 2739 21.2426 : 19%|█▉ | 2744/14234 [00:37<02:19, 82.45it/s] 2739 21.2426 : 19%|█▉ | 2753/14234 [00:37<02:26, 78.53it/s] 2759 24.8170 : 19%|█▉ | 2753/14234 [00:37<02:26, 78.53it/s] 2759 24.8170 : 19%|█▉ | 2761/14234 [00:37<02:39, 71.81it/s] 2759 24.8170 : 19%|█▉ | 2769/14234 [00:37<02:53, 65.91it/s] 2759 24.8170 : 20%|█▉ | 2776/14234 [00:38<03:01, 63.13it/s] 2779 23.8497 : 20%|█▉ | 2776/14234 [00:38<03:01, 63.13it/s] 2779 23.8497 : 20%|█▉ | 2783/14234 [00:38<03:07, 60.97it/s] 2779 23.8497 : 20%|█▉ | 2793/14234 [00:38<02:43, 69.81it/s] 2799 12.1870 : 20%|█▉ | 2793/14234 [00:38<02:43, 69.81it/s] 2799 12.1870 : 20%|█▉ | 2803/14234 [00:38<02:28, 77.12it/s] 2799 12.1870 : 20%|█▉ | 2813/14234 [00:38<02:18, 82.44it/s] 2819 11.3119 : 20%|█▉ | 2813/14234 [00:38<02:18, 82.44it/s] 2819 11.3119 : 20%|█▉ | 2823/14234 [00:38<02:13, 85.23it/s] 2819 11.3119 : 20%|█▉ | 2833/14234 [00:38<02:11, 86.58it/s] 2839 18.3930 : 20%|█▉ | 2833/14234 [00:38<02:11, 86.58it/s] 2839 18.3930 : 20%|█▉ | 2842/14234 [00:38<02:13, 85.63it/s] 2839 18.3930 : 20%|██ | 2851/14234 [00:38<02:16, 83.31it/s] 2859 22.6661 : 20%|██ | 2851/14234 [00:39<02:16, 83.31it/s] 2859 22.6661 : 20%|██ | 2860/14234 [00:39<02:23, 79.32it/s] 2859 22.6661 : 20%|██ | 2869/14234 [00:39<02:38, 71.82it/s] 2859 22.6661 : 20%|██ | 2877/14234 [00:39<02:51, 66.05it/s] 2879 22.1179 : 20%|██ | 2877/14234 [00:39<02:51, 66.05it/s] 2879 22.1179 : 20%|██ | 2884/14234 [00:39<02:59, 63.23it/s] 2879 22.1179 : 20%|██ | 2891/14234 [00:39<03:00, 62.77it/s] 2899 12.9082 : 20%|██ | 2891/14234 [00:39<03:00, 62.77it/s] 2899 12.9082 : 20%|██ | 2901/14234 [00:39<02:37, 71.73it/s] 2899 12.9082 : 20%|██ | 2912/14234 [00:39<02:21, 79.78it/s] 2919 12.4864 : 20%|██ | 2912/14234 [00:39<02:21, 79.78it/s] 2919 12.4864 : 21%|██ | 2922/14234 [00:39<02:14, 84.08it/s] 2919 12.4864 : 21%|██ | 2932/14234 [00:39<02:10, 86.54it/s] 2939 15.3444 : 21%|██ | 2932/14234 [00:40<02:10, 86.54it/s] 2939 15.3444 : 21%|██ | 2941/14234 [00:40<02:09, 87.24it/s] 2939 15.3444 : 21%|██ | 2950/14234 [00:40<02:10, 86.42it/s] 2939 15.3444 : 21%|██ | 2959/14234 [00:40<02:13, 84.38it/s] 2959 23.1848 : 21%|██ | 2959/14234 [00:40<02:13, 84.38it/s] 2959 23.1848 : 21%|██ | 2968/14234 [00:40<02:20, 80.15it/s] 2959 23.1848 : 21%|██ | 2977/14234 [00:40<02:36, 72.01it/s] 2979 22.4083 : 21%|██ | 2977/14234 [00:40<02:36, 72.01it/s] 2979 22.4083 : 21%|██ | 2985/14234 [00:40<02:48, 66.63it/s] 2979 22.4083 : 21%|██ | 2992/14234 [00:40<02:57, 63.49it/s] 2979 22.4083 : 21%|██ | 2999/14234 [00:40<02:54, 64.56it/s] 2999 12.5351 : 21%|██ | 2999/14234 [00:40<02:54, 64.56it/s] 2999 12.5351 : 21%|██ | 3009/14234 [00:41<02:33, 73.03it/s] 2999 12.5351 : 21%|██ | 3019/14234 [00:41<02:20, 79.91it/s] 3019 12.6844 : 21%|██ | 3019/14234 [00:41<02:20, 79.91it/s] 3019 12.6844 : 21%|██▏ | 3029/14234 [00:41<02:13, 83.86it/s] 3019 12.6844 : 21%|██▏ | 3039/14234 [00:41<02:10, 85.91it/s] 3039 14.3319 : 21%|██▏ | 3039/14234 [00:41<02:10, 85.91it/s] 3039 14.3319 : 21%|██▏ | 3048/14234 [00:41<02:08, 86.79it/s] 3039 14.3319 : 21%|██▏ | 3057/14234 [00:41<02:09, 86.21it/s] 3059 22.9614 : 21%|██▏ | 3057/14234 [00:41<02:09, 86.21it/s] 3059 22.9614 : 22%|██▏ | 3066/14234 [00:41<02:11, 84.82it/s] 3059 22.9614 : 22%|██▏ | 3075/14234 [00:41<02:16, 81.98it/s] 3079 19.1456 : 22%|██▏ | 3075/14234 [00:41<02:16, 81.98it/s] 3079 19.1456 : 22%|██▏ | 3084/14234 [00:41<02:30, 74.16it/s] 3079 19.1456 : 22%|██▏ | 3092/14234 [00:42<02:44, 67.86it/s] 3079 19.1456 : 22%|██▏ | 3099/14234 [00:42<02:55, 63.62it/s] 3099 22.5063 : 22%|██▏ | 3099/14234 [00:42<02:55, 63.62it/s] 3099 22.5063 : 22%|██▏ | 3106/14234 [00:42<02:54, 63.85it/s] 3099 22.5063 : 22%|██▏ | 3116/14234 [00:42<02:34, 72.12it/s] 3119 13.8246 : 22%|██▏ | 3116/14234 [00:42<02:34, 72.12it/s] 3119 13.8246 : 22%|██▏ | 3126/14234 [00:42<02:21, 78.68it/s] 3119 13.8246 : 22%|██▏ | 3136/14234 [00:42<02:14, 82.68it/s] 3139 14.2364 : 22%|██▏ | 3136/14234 [00:42<02:14, 82.68it/s] 3139 14.2364 : 22%|██▏ | 3145/14234 [00:42<02:11, 84.05it/s] 3139 14.2364 : 22%|██▏ | 3154/14234 [00:42<02:11, 84.49it/s] 3159 18.0050 : 22%|██▏ | 3154/14234 [00:42<02:11, 84.49it/s] 3159 18.0050 : 22%|██▏ | 3163/14234 [00:42<02:11, 84.23it/s] 3159 18.0050 : 22%|██▏ | 3172/14234 [00:43<02:12, 83.39it/s] 3179 26.9511 : 22%|██▏ | 3172/14234 [00:43<02:12, 83.39it/s] 3179 26.9511 : 22%|██▏ | 3181/14234 [00:43<02:15, 81.53it/s] 3179 26.9511 : 22%|██▏ | 3190/14234 [00:43<02:26, 75.24it/s] 3179 26.9511 : 22%|██▏ | 3198/14234 [00:43<02:41, 68.15it/s] 3199 25.4508 : 22%|██▏ | 3198/14234 [00:43<02:41, 68.15it/s] 3199 25.4508 : 23%|██▎ | 3205/14234 [00:43<02:53, 63.73it/s] 3199 25.4508 : 23%|██▎ | 3212/14234 [00:43<02:54, 63.23it/s] 3219 13.5272 : 23%|██▎ | 3212/14234 [00:43<02:54, 63.23it/s] 3219 13.5272 : 23%|██▎ | 3222/14234 [00:43<02:34, 71.47it/s] 3219 13.5272 : 23%|██▎ | 3232/14234 [00:43<02:20, 78.54it/s] 3239 14.2135 : 23%|██▎ | 3232/14234 [00:44<02:20, 78.54it/s] 3239 14.2135 : 23%|██▎ | 3242/14234 [00:44<02:12, 83.10it/s] 3239 14.2135 : 23%|██▎ | 3252/14234 [00:44<02:09, 85.09it/s] 3259 19.2372 : 23%|██▎ | 3252/14234 [00:44<02:09, 85.09it/s] 3259 19.2372 : 23%|██▎ | 3261/14234 [00:44<02:08, 85.20it/s] 3259 19.2372 : 23%|██▎ | 3270/14234 [00:44<02:09, 84.42it/s] 3259 19.2372 : 23%|██▎ | 3279/14234 [00:44<02:11, 83.17it/s] 3279 23.0788 : 23%|██▎ | 3279/14234 [00:44<02:11, 83.17it/s] 3279 23.0788 : 23%|██▎ | 3288/14234 [00:44<02:15, 80.65it/s] 3279 23.0788 : 23%|██▎ | 3297/14234 [00:44<02:28, 73.89it/s] 3299 28.0308 : 23%|██▎ | 3297/14234 [00:44<02:28, 73.89it/s] 3299 28.0308 : 23%|██▎ | 3305/14234 [00:44<02:41, 67.86it/s] 3299 28.0308 : 23%|██▎ | 3312/14234 [00:45<02:48, 64.99it/s] 3299 28.0308 : 23%|██▎ | 3319/14234 [00:45<02:50, 64.02it/s] 3319 12.2659 : 23%|██▎ | 3319/14234 [00:45<02:50, 64.02it/s] 3319 12.2659 : 23%|██▎ | 3329/14234 [00:45<02:31, 72.13it/s] 3319 12.2659 : 23%|██▎ | 3339/14234 [00:45<02:18, 78.87it/s] 3339 14.1081 : 23%|██▎ | 3339/14234 [00:45<02:18, 78.87it/s] 3339 14.1081 : 24%|██▎ | 3349/14234 [00:45<02:10, 83.73it/s] 3339 14.1081 : 24%|██▎ | 3359/14234 [00:45<02:06, 85.69it/s] 3359 17.7962 : 24%|██▎ | 3359/14234 [00:45<02:06, 85.69it/s] 3359 17.7962 : 24%|██▎ | 3368/14234 [00:45<02:08, 84.71it/s] 3359 17.7962 : 24%|██▎ | 3377/14234 [00:45<02:10, 83.11it/s] 3379 22.0785 : 24%|██▎ | 3377/14234 [00:45<02:10, 83.11it/s] 3379 22.0785 : 24%|██▍ | 3386/14234 [00:45<02:13, 81.44it/s] 3379 22.0785 : 24%|██▍ | 3395/14234 [00:46<02:17, 79.01it/s] 3399 28.0605 : 24%|██▍ | 3395/14234 [00:46<02:17, 79.01it/s] 3399 28.0605 : 24%|██▍ | 3403/14234 [00:46<02:28, 72.95it/s] 3399 28.0605 : 24%|██▍ | 3411/14234 [00:46<02:40, 67.53it/s] 3399 28.0605 : 24%|██▍ | 3418/14234 [00:46<02:46, 64.80it/s] 3419 25.5422 : 24%|██▍ | 3418/14234 [00:46<02:46, 64.80it/s] 3419 25.5422 : 24%|██▍ | 3425/14234 [00:46<02:55, 61.59it/s] 3419 25.5422 : 24%|██▍ | 3435/14234 [00:46<02:35, 69.54it/s] 3439 13.6919 : 24%|██▍ | 3435/14234 [00:46<02:35, 69.54it/s] 3439 13.6919 : 24%|██▍ | 3445/14234 [00:46<02:22, 75.69it/s] 3439 13.6919 : 24%|██▍ | 3455/14234 [00:46<02:12, 81.39it/s] 3459 13.1115 : 24%|██▍ | 3455/14234 [00:46<02:12, 81.39it/s] 3459 13.1115 : 24%|██▍ | 3465/14234 [00:46<02:07, 84.20it/s] 3459 13.1115 : 24%|██▍ | 3474/14234 [00:47<02:07, 84.15it/s] 3479 20.5999 : 24%|██▍ | 3474/14234 [00:47<02:07, 84.15it/s] 3479 20.5999 : 24%|██▍ | 3483/14234 [00:47<02:09, 83.03it/s] 3479 20.5999 : 25%|██▍ | 3492/14234 [00:47<02:11, 81.54it/s] 3499 26.8147 : 25%|██▍ | 3492/14234 [00:47<02:11, 81.54it/s] 3499 26.8147 : 25%|██▍ | 3501/14234 [00:47<02:15, 79.32it/s] 3499 26.8147 : 25%|██▍ | 3509/14234 [00:47<02:25, 73.78it/s] 3499 26.8147 : 25%|██▍ | 3517/14234 [00:47<02:37, 68.25it/s] 3519 27.5088 : 25%|██▍ | 3517/14234 [00:47<02:37, 68.25it/s] 3519 27.5088 : 25%|██▍ | 3524/14234 [00:47<02:44, 65.27it/s] 3519 27.5088 : 25%|██▍ | 3531/14234 [00:47<02:55, 61.04it/s] 3539 12.8798 : 25%|██▍ | 3531/14234 [00:48<02:55, 61.04it/s] 3539 12.8798 : 25%|██▍ | 3540/14234 [00:48<02:37, 68.01it/s] 3539 12.8798 : 25%|██▍ | 3550/14234 [00:48<02:20, 76.22it/s] 3559 13.7260 : 25%|██▍ | 3550/14234 [00:48<02:20, 76.22it/s] 3559 13.7260 : 25%|██▌ | 3560/14234 [00:48<02:09, 82.40it/s] 3559 13.7260 : 25%|██▌ | 3570/14234 [00:48<02:03, 86.34it/s] 3559 13.7260 : 25%|██▌ | 3579/14234 [00:48<02:02, 86.99it/s] 3579 19.4429 : 25%|██▌ | 3579/14234 [00:48<02:02, 86.99it/s] 3579 19.4429 : 25%|██▌ | 3588/14234 [00:48<02:04, 85.74it/s] 3579 19.4429 : 25%|██▌ | 3597/14234 [00:48<02:07, 83.45it/s] 3599 19.5357 : 25%|██▌ | 3597/14234 [00:48<02:07, 83.45it/s] 3599 19.5357 : 25%|██▌ | 3606/14234 [00:48<02:11, 80.93it/s] 3599 19.5357 : 25%|██▌ | 3615/14234 [00:48<02:21, 74.98it/s] 3619 28.1036 : 25%|██▌ | 3615/14234 [00:49<02:21, 74.98it/s] 3619 28.1036 : 25%|██▌ | 3623/14234 [00:49<02:32, 69.54it/s] 3619 28.1036 : 26%|██▌ | 3631/14234 [00:49<02:41, 65.69it/s] 3619 28.1036 : 26%|██▌ | 3638/14234 [00:49<02:56, 60.10it/s] 3639 12.6531 : 26%|██▌ | 3638/14234 [00:49<02:56, 60.10it/s] 3639 12.6531 : 26%|██▌ | 3647/14234 [00:49<02:39, 66.50it/s] 3639 12.6531 : 26%|██▌ | 3657/14234 [00:49<02:22, 74.39it/s] 3659 14.0536 : 26%|██▌ | 3657/14234 [00:49<02:22, 74.39it/s] 3659 14.0536 : 26%|██▌ | 3667/14234 [00:49<02:10, 80.94it/s] 3659 14.0536 : 26%|██▌ | 3677/14234 [00:49<02:03, 85.20it/s] 3679 14.8448 : 26%|██▌ | 3677/14234 [00:49<02:03, 85.20it/s] 3679 14.8448 : 26%|██▌ | 3686/14234 [00:49<02:02, 85.91it/s] 3679 14.8448 : 26%|██▌ | 3695/14234 [00:49<02:03, 85.02it/s] 3699 22.6359 : 26%|██▌ | 3695/14234 [00:50<02:03, 85.02it/s] 3699 22.6359 : 26%|██▌ | 3704/14234 [00:50<02:07, 82.79it/s] 3699 22.6359 : 26%|██▌ | 3713/14234 [00:50<02:10, 80.37it/s] 3719 26.1555 : 26%|██▌ | 3713/14234 [00:50<02:10, 80.37it/s] 3719 26.1555 : 26%|██▌ | 3722/14234 [00:50<02:22, 73.63it/s] 3719 26.1555 : 26%|██▌ | 3730/14234 [00:50<02:33, 68.31it/s] 3719 26.1555 : 26%|██▋ | 3737/14234 [00:50<02:43, 64.35it/s] 3739 29.8853 : 26%|██▋ | 3737/14234 [00:50<02:43, 64.35it/s] 3739 29.8853 : 26%|██▋ | 3744/14234 [00:50<02:56, 59.53it/s] 3739 29.8853 : 26%|██▋ | 3752/14234 [00:50<02:42, 64.46it/s] 3759 14.1065 : 26%|██▋ | 3752/14234 [00:50<02:42, 64.46it/s] 3759 14.1065 : 26%|██▋ | 3762/14234 [00:50<02:23, 73.04it/s] 3759 14.1065 : 26%|██▋ | 3772/14234 [00:51<02:10, 80.21it/s] 3779 12.8118 : 26%|██▋ | 3772/14234 [00:51<02:10, 80.21it/s] 3779 12.8118 : 27%|██▋ | 3782/14234 [00:51<02:03, 84.58it/s] 3779 12.8118 : 27%|██▋ | 3791/14234 [00:51<02:02, 85.30it/s] 3799 22.0698 : 27%|██▋ | 3791/14234 [00:51<02:02, 85.30it/s] 3799 22.0698 : 27%|██▋ | 3800/14234 [00:51<02:04, 83.86it/s] 3799 22.0698 : 27%|██▋ | 3809/14234 [00:51<02:08, 81.08it/s] 3799 22.0698 : 27%|██▋ | 3818/14234 [00:51<02:13, 78.29it/s] 3819 23.1459 : 27%|██▋ | 3818/14234 [00:51<02:13, 78.29it/s] 3819 23.1459 : 27%|██▋ | 3826/14234 [00:51<02:22, 72.89it/s] 3819 23.1459 : 27%|██▋ | 3834/14234 [00:51<02:33, 67.93it/s] 3839 28.4130 : 27%|██▋ | 3834/14234 [00:52<02:33, 67.93it/s] 3839 28.4130 : 27%|██▋ | 3841/14234 [00:52<02:43, 63.39it/s] 3839 28.4130 : 27%|██▋ | 3848/14234 [00:52<02:57, 58.49it/s] 3839 28.4130 : 27%|██▋ | 3854/14234 [00:52<02:59, 57.85it/s] 3859 14.7409 : 27%|██▋ | 3854/14234 [00:52<02:59, 57.85it/s] 3859 14.7409 : 27%|██▋ | 3864/14234 [00:52<02:33, 67.74it/s] 3859 14.7409 : 27%|██▋ | 3874/14234 [00:52<02:16, 75.80it/s] 3879 13.1315 : 27%|██▋ | 3874/14234 [00:52<02:16, 75.80it/s] 3879 13.1315 : 27%|██▋ | 3884/14234 [00:52<02:08, 80.78it/s] 3879 13.1315 : 27%|██▋ | 3893/14234 [00:52<02:06, 81.44it/s] 3899 23.3336 : 27%|██▋ | 3893/14234 [00:52<02:06, 81.44it/s] 3899 23.3336 : 27%|██▋ | 3902/14234 [00:52<02:08, 80.65it/s] 3899 23.3336 : 27%|██▋ | 3911/14234 [00:52<02:11, 78.79it/s] 3899 23.3336 : 28%|██▊ | 3919/14234 [00:53<02:14, 76.78it/s] 3919 25.5695 : 28%|██▊ | 3919/14234 [00:53<02:14, 76.78it/s] 3919 25.5695 : 28%|██▊ | 3927/14234 [00:53<02:24, 71.15it/s] 3919 25.5695 : 28%|██▊ | 3935/14234 [00:53<02:36, 65.79it/s] 3939 29.3130 : 28%|██▊ | 3935/14234 [00:53<02:36, 65.79it/s] 3939 29.3130 : 28%|██▊ | 3942/14234 [00:53<02:48, 60.92it/s] 3939 29.3130 : 28%|██▊ | 3949/14234 [00:53<02:59, 57.33it/s] 3939 29.3130 : 28%|██▊ | 3955/14234 [00:53<03:05, 55.28it/s] 3959 16.6414 : 28%|██▊ | 3955/14234 [00:53<03:05, 55.28it/s] 3959 16.6414 : 28%|██▊ | 3961/14234 [00:53<03:03, 55.96it/s] 3959 16.6414 : 28%|██▊ | 3971/14234 [00:53<02:33, 66.95it/s] 3979 15.1314 : 28%|██▊ | 3971/14234 [00:54<02:33, 66.95it/s] 3979 15.1314 : 28%|██▊ | 3981/14234 [00:54<02:16, 75.13it/s] 3979 15.1314 : 28%|██▊ | 3991/14234 [00:54<02:08, 79.74it/s] 3999 20.1627 : 28%|██▊ | 3991/14234 [00:54<02:08, 79.74it/s] 3999 20.1627 : 28%|██▊ | 4000/14234 [00:54<02:07, 80.26it/s] 3999 20.1627 : 28%|██▊ | 4009/14234 [00:54<02:07, 80.08it/s] 3999 20.1627 : 28%|██▊ | 4018/14234 [00:54<02:10, 78.16it/s] 4019 24.5610 : 28%|██▊ | 4018/14234 [00:54<02:10, 78.16it/s] 4019 24.5610 : 28%|██▊ | 4026/14234 [00:54<02:18, 73.92it/s] 4019 24.5610 : 28%|██▊ | 4034/14234 [00:54<02:28, 68.87it/s] 4039 29.2681 : 28%|██▊ | 4034/14234 [00:54<02:28, 68.87it/s] 4039 29.2681 : 28%|██▊ | 4041/14234 [00:54<02:38, 64.43it/s] 4039 29.2681 : 28%|██▊ | 4048/14234 [00:55<02:51, 59.53it/s] 4039 29.2681 : 28%|██▊ | 4055/14234 [00:55<03:00, 56.42it/s] 4059 24.1978 : 28%|██▊ | 4055/14234 [00:55<03:00, 56.42it/s] 4059 24.1978 : 29%|██▊ | 4061/14234 [00:55<03:04, 55.12it/s] 4059 24.1978 : 29%|██▊ | 4068/14234 [00:55<02:57, 57.35it/s] 4059 24.1978 : 29%|██▊ | 4078/14234 [00:55<02:29, 67.92it/s] 4079 13.7452 : 29%|██▊ | 4078/14234 [00:55<02:29, 67.92it/s] 4079 13.7452 : 29%|██▊ | 4088/14234 [00:55<02:13, 75.84it/s] 4079 13.7452 : 29%|██▉ | 4098/14234 [00:55<02:06, 80.43it/s] 4099 17.1050 : 29%|██▉ | 4098/14234 [00:55<02:06, 80.43it/s] 4099 17.1050 : 29%|██▉ | 4107/14234 [00:55<02:04, 81.15it/s] 4099 17.1050 : 29%|██▉ | 4116/14234 [00:55<02:05, 80.58it/s] 4119 21.4764 : 29%|██▉ | 4116/14234 [00:55<02:05, 80.58it/s] 4119 21.4764 : 29%|██▉ | 4125/14234 [00:56<02:07, 79.03it/s] 4119 21.4764 : 29%|██▉ | 4133/14234 [00:56<02:15, 74.74it/s] 4139 27.7576 : 29%|██▉ | 4133/14234 [00:56<02:15, 74.74it/s] 4139 27.7576 : 29%|██▉ | 4141/14234 [00:56<02:25, 69.48it/s] 4139 27.7576 : 29%|██▉ | 4149/14234 [00:56<02:38, 63.60it/s] 4139 27.7576 : 29%|██▉ | 4156/14234 [00:56<02:50, 58.99it/s] 4159 30.1016 : 29%|██▉ | 4156/14234 [00:56<02:50, 58.99it/s] 4159 30.1016 : 29%|██▉ | 4163/14234 [00:56<02:59, 55.97it/s] 4159 30.1016 : 29%|██▉ | 4169/14234 [00:56<03:02, 55.25it/s] 4159 30.1016 : 29%|██▉ | 4176/14234 [00:56<02:52, 58.37it/s] 4179 12.7374 : 29%|██▉ | 4176/14234 [00:57<02:52, 58.37it/s] 4179 12.7374 : 29%|██▉ | 4186/14234 [00:57<02:26, 68.49it/s] 4179 12.7374 : 29%|██▉ | 4196/14234 [00:57<02:11, 76.16it/s] 4199 16.0805 : 29%|██▉ | 4196/14234 [00:57<02:11, 76.16it/s] 4199 16.0805 : 30%|██▉ | 4205/14234 [00:57<02:06, 79.52it/s] 4199 16.0805 : 30%|██▉ | 4214/14234 [00:57<02:04, 80.16it/s] 4219 19.2651 : 30%|██▉ | 4214/14234 [00:57<02:04, 80.16it/s] 4219 19.2651 : 30%|██▉ | 4223/14234 [00:57<02:06, 78.95it/s] 4219 19.2651 : 30%|██▉ | 4231/14234 [00:57<02:09, 77.40it/s] 4219 19.2651 : 30%|██▉ | 4239/14234 [00:57<02:15, 73.58it/s] 4239 24.8521 : 30%|██▉ | 4239/14234 [00:57<02:15, 73.58it/s] 4239 24.8521 : 30%|██▉ | 4247/14234 [00:57<02:26, 68.37it/s] 4239 24.8521 : 30%|██▉ | 4254/14234 [00:58<02:37, 63.56it/s] 4259 29.3902 : 30%|██▉ | 4254/14234 [00:58<02:37, 63.56it/s] 4259 29.3902 : 30%|██▉ | 4261/14234 [00:58<02:49, 58.84it/s] 4259 29.3902 : 30%|██▉ | 4267/14234 [00:58<02:56, 56.45it/s] 4259 29.3902 : 30%|███ | 4273/14234 [00:58<03:01, 54.86it/s] 4259 29.3902 : 30%|███ | 4279/14234 [00:58<03:00, 55.04it/s] 4279 20.4292 : 30%|███ | 4279/14234 [00:58<03:00, 55.04it/s] 4279 20.4292 : 30%|███ | 4288/14234 [00:58<02:37, 63.28it/s] 4279 20.4292 : 30%|███ | 4298/14234 [00:58<02:16, 72.78it/s] 4299 14.2776 : 30%|███ | 4298/14234 [00:58<02:16, 72.78it/s] 4299 14.2776 : 30%|███ | 4308/14234 [00:58<02:06, 78.69it/s] 4299 14.2776 : 30%|███ | 4317/14234 [00:58<02:03, 80.41it/s] 4319 20.6500 : 30%|███ | 4317/14234 [00:58<02:03, 80.41it/s] 4319 20.6500 : 30%|███ | 4326/14234 [00:59<02:04, 79.61it/s] 4319 20.6500 : 30%|███ | 4335/14234 [00:59<02:07, 77.79it/s] 4339 23.2290 : 30%|███ | 4335/14234 [00:59<02:07, 77.79it/s] 4339 23.2290 : 31%|███ | 4343/14234 [00:59<02:10, 75.64it/s] 4339 23.2290 : 31%|███ | 4351/14234 [00:59<02:21, 70.09it/s] 4339 23.2290 : 31%|███ | 4359/14234 [00:59<02:33, 64.35it/s] 4359 23.1221 : 31%|███ | 4359/14234 [00:59<02:33, 64.35it/s] 4359 23.1221 : 31%|███ | 4366/14234 [00:59<02:44, 60.06it/s] 4359 23.1221 : 31%|███ | 4373/14234 [00:59<02:51, 57.34it/s] 4359 23.1221 : 31%|███ | 4379/14234 [00:59<02:57, 55.52it/s] 4379 27.5256 : 31%|███ | 4379/14234 [00:59<02:57, 55.52it/s] 4379 27.5256 : 31%|███ | 4385/14234 [01:00<03:01, 54.25it/s] 4379 27.5256 : 31%|███ | 4393/14234 [01:00<02:44, 59.97it/s] 4399 13.7718 : 31%|███ | 4393/14234 [01:00<02:44, 59.97it/s] 4399 13.7718 : 31%|███ | 4403/14234 [01:00<02:20, 69.88it/s] 4399 13.7718 : 31%|███ | 4413/14234 [01:00<02:07, 76.85it/s] 4419 21.7017 : 31%|███ | 4413/14234 [01:00<02:07, 76.85it/s] 4419 21.7017 : 31%|███ | 4422/14234 [01:00<02:03, 79.37it/s] 4419 21.7017 : 31%|███ | 4431/14234 [01:00<02:03, 79.43it/s] 4439 20.7525 : 31%|███ | 4431/14234 [01:00<02:03, 79.43it/s] 4439 20.7525 : 31%|███ | 4440/14234 [01:00<02:05, 77.94it/s] 4439 20.7525 : 31%|███ | 4448/14234 [01:00<02:08, 76.31it/s] 4439 20.7525 : 31%|███▏ | 4456/14234 [01:00<02:17, 70.86it/s] 4459 22.6196 : 31%|███▏ | 4456/14234 [01:01<02:17, 70.86it/s] 4459 22.6196 : 31%|███▏ | 4464/14234 [01:01<02:28, 65.72it/s] 4459 22.6196 : 31%|███▏ | 4471/14234 [01:01<02:40, 60.99it/s] 4459 22.6196 : 31%|███▏ | 4478/14234 [01:01<02:49, 57.52it/s] 4479 27.7458 : 31%|███▏ | 4478/14234 [01:01<02:49, 57.52it/s] 4479 27.7458 : 32%|███▏ | 4484/14234 [01:01<02:54, 55.88it/s] 4479 27.7458 : 32%|███▏ | 4490/14234 [01:01<02:59, 54.26it/s] 4479 27.7458 : 32%|███▏ | 4496/14234 [01:01<02:56, 55.14it/s] 4499 13.0558 : 32%|███▏ | 4496/14234 [01:01<02:56, 55.14it/s] 4499 13.0558 : 32%|███▏ | 4506/14234 [01:01<02:25, 66.83it/s] 4499 13.0558 : 32%|███▏ | 4516/14234 [01:01<02:08, 75.72it/s] 4519 14.6738 : 32%|███▏ | 4516/14234 [01:01<02:08, 75.72it/s] 4519 14.6738 : 32%|███▏ | 4526/14234 [01:02<02:01, 80.18it/s] 4519 14.6738 : 32%|███▏ | 4535/14234 [01:02<02:00, 80.63it/s] 4539 21.3670 : 32%|███▏ | 4535/14234 [01:02<02:00, 80.63it/s] 4539 21.3670 : 32%|███▏ | 4544/14234 [01:02<02:04, 78.14it/s] 4539 21.3670 : 32%|███▏ | 4552/14234 [01:02<02:07, 75.97it/s] 4559 24.2690 : 32%|███▏ | 4552/14234 [01:02<02:07, 75.97it/s] 4559 24.2690 : 32%|███▏ | 4560/14234 [01:02<02:14, 71.86it/s] 4559 24.2690 : 32%|███▏ | 4568/14234 [01:02<02:25, 66.65it/s] 4559 24.2690 : 32%|███▏ | 4575/14234 [01:02<02:36, 61.53it/s] 4579 26.2918 : 32%|███▏ | 4575/14234 [01:02<02:36, 61.53it/s] 4579 26.2918 : 32%|███▏ | 4582/14234 [01:02<02:48, 57.27it/s] 4579 26.2918 : 32%|███▏ | 4588/14234 [01:03<02:54, 55.38it/s] 4579 26.2918 : 32%|███▏ | 4594/14234 [01:03<02:56, 54.74it/s] 4599 16.2850 : 32%|███▏ | 4594/14234 [01:03<02:56, 54.74it/s] 4599 16.2850 : 32%|███▏ | 4600/14234 [01:03<02:57, 54.21it/s] 4599 16.2850 : 32%|███▏ | 4609/14234 [01:03<02:32, 62.99it/s] 4619 12.3360 : 32%|███▏ | 4609/14234 [01:03<02:32, 62.99it/s] 4619 12.3360 : 32%|███▏ | 4620/14234 [01:03<02:09, 74.10it/s] 4619 12.3360 : 33%|███▎ | 4630/14234 [01:03<01:59, 80.32it/s] 4619 12.3360 : 33%|███▎ | 4639/14234 [01:03<01:57, 81.89it/s] 4639 23.0496 : 33%|███▎ | 4639/14234 [01:03<01:57, 81.89it/s] 4639 23.0496 : 33%|███▎ | 4648/14234 [01:03<01:59, 80.35it/s] 4639 23.0496 : 33%|███▎ | 4657/14234 [01:03<02:02, 78.27it/s] 4659 26.3611 : 33%|███▎ | 4657/14234 [01:03<02:02, 78.27it/s] 4659 26.3611 : 33%|███▎ | 4665/14234 [01:04<02:07, 75.19it/s] 4659 26.3611 : 33%|███▎ | 4673/14234 [01:04<02:17, 69.51it/s] 4679 25.5463 : 33%|███▎ | 4673/14234 [01:04<02:17, 69.51it/s] 4679 25.5463 : 33%|███▎ | 4681/14234 [01:04<02:28, 64.38it/s] 4679 25.5463 : 33%|███▎ | 4688/14234 [01:04<02:39, 60.00it/s] 4679 25.5463 : 33%|███▎ | 4695/14234 [01:04<02:45, 57.50it/s] 4699 28.9725 : 33%|███▎ | 4695/14234 [01:04<02:45, 57.50it/s] 4699 28.9725 : 33%|███▎ | 4701/14234 [01:04<02:49, 56.09it/s] 4699 28.9725 : 33%|███▎ | 4707/14234 [01:04<02:50, 55.99it/s] 4699 28.9725 : 33%|███▎ | 4716/14234 [01:04<02:27, 64.58it/s] 4719 11.8191 : 33%|███▎ | 4716/14234 [01:04<02:27, 64.58it/s] 4719 11.8191 : 33%|███▎ | 4727/14234 [01:05<02:05, 75.51it/s] 4719 11.8191 : 33%|███▎ | 4737/14234 [01:05<01:57, 80.85it/s] 4739 19.6761 : 33%|███▎ | 4737/14234 [01:05<01:57, 80.85it/s] 4739 19.6761 : 33%|███▎ | 4746/14234 [01:05<01:56, 81.79it/s] 4739 19.6761 : 33%|███▎ | 4755/14234 [01:05<01:58, 80.26it/s] 4759 23.0505 : 33%|███▎ | 4755/14234 [01:05<01:58, 80.26it/s] 4759 23.0505 : 33%|███▎ | 4764/14234 [01:05<02:01, 77.66it/s] 4759 23.0505 : 34%|███▎ | 4772/14234 [01:05<02:07, 74.45it/s] 4779 25.4092 : 34%|███▎ | 4772/14234 [01:05<02:07, 74.45it/s] 4779 25.4092 : 34%|███▎ | 4780/14234 [01:05<02:17, 68.64it/s] 4779 25.4092 : 34%|███▎ | 4787/14234 [01:05<02:26, 64.30it/s] 4779 25.4092 : 34%|███▎ | 4794/14234 [01:06<02:40, 58.86it/s] 4799 30.3503 : 34%|███▎ | 4794/14234 [01:06<02:40, 58.86it/s] 4799 30.3503 : 34%|███▎ | 4800/14234 [01:06<02:46, 56.51it/s] 4799 30.3503 : 34%|███▍ | 4806/14234 [01:06<02:49, 55.51it/s] 4799 30.3503 : 34%|███▍ | 4812/14234 [01:06<02:49, 55.56it/s] 4819 12.2635 : 34%|███▍ | 4812/14234 [01:06<02:49, 55.56it/s] 4819 12.2635 : 34%|███▍ | 4820/14234 [01:06<02:35, 60.64it/s] 4819 12.2635 : 34%|███▍ | 4831/14234 [01:06<02:07, 73.47it/s] 4839 14.2420 : 34%|███▍ | 4831/14234 [01:06<02:07, 73.47it/s] 4839 14.2420 : 34%|███▍ | 4841/14234 [01:06<01:56, 80.49it/s] 4839 14.2420 : 34%|███▍ | 4850/14234 [01:06<01:53, 82.46it/s] 4839 14.2420 : 34%|███▍ | 4859/14234 [01:06<01:54, 81.71it/s] 4859 22.4707 : 34%|███▍ | 4859/14234 [01:06<01:54, 81.71it/s] 4859 22.4707 : 34%|███▍ | 4868/14234 [01:07<01:57, 79.94it/s] 4859 22.4707 : 34%|███▍ | 4877/14234 [01:07<02:01, 76.95it/s] 4879 27.4937 : 34%|███▍ | 4877/14234 [01:07<02:01, 76.95it/s] 4879 27.4937 : 34%|███▍ | 4885/14234 [01:07<02:11, 71.24it/s] 4879 27.4937 : 34%|███▍ | 4893/14234 [01:07<02:21, 66.07it/s] 4899 29.0946 : 34%|███▍ | 4893/14234 [01:07<02:21, 66.07it/s] 4899 29.0946 : 34%|███▍ | 4900/14234 [01:07<02:34, 60.35it/s] 4899 29.0946 : 34%|███▍ | 4907/14234 [01:07<02:42, 57.55it/s] 4899 29.0946 : 35%|███▍ | 4913/14234 [01:07<02:45, 56.39it/s] 4899 29.0946 : 35%|███▍ | 4919/14234 [01:07<02:45, 56.30it/s] 4919 19.6062 : 35%|███▍ | 4919/14234 [01:07<02:45, 56.30it/s] 4919 19.6062 : 35%|███▍ | 4927/14234 [01:08<02:30, 61.72it/s] 4919 19.6062 : 35%|███▍ | 4939/14234 [01:08<02:03, 75.54it/s] 4939 12.5946 : 35%|███▍ | 4939/14234 [01:08<02:03, 75.54it/s] 4939 12.5946 : 35%|███▍ | 4950/14234 [01:08<01:52, 82.49it/s] 4939 12.5946 : 35%|███▍ | 4959/14234 [01:08<01:49, 84.38it/s] 4959 24.1434 : 35%|███▍ | 4959/14234 [01:08<01:49, 84.38it/s] 4959 24.1434 : 35%|███▍ | 4968/14234 [01:08<01:51, 82.98it/s] 4959 24.1434 : 35%|███▍ | 4977/14234 [01:08<01:53, 81.68it/s] 4979 25.9898 : 35%|███▍ | 4977/14234 [01:08<01:53, 81.68it/s] 4979 25.9898 : 35%|███▌ | 4986/14234 [01:08<01:59, 77.34it/s] 4979 25.9898 : 35%|███▌ | 4994/14234 [01:08<02:07, 72.49it/s] 4999 25.4049 : 35%|███▌ | 4994/14234 [01:08<02:07, 72.49it/s] 4999 25.4049 : 35%|███▌ | 5002/14234 [01:08<02:19, 66.41it/s] 4999 25.4049 : 35%|███▌ | 5009/14234 [01:09<02:29, 61.74it/s] 4999 25.4049 : 35%|███▌ | 5016/14234 [01:09<02:35, 59.25it/s] 5019 23.2408 : 35%|███▌ | 5016/14234 [01:09<02:35, 59.25it/s] 5019 23.2408 : 35%|███▌ | 5023/14234 [01:09<02:36, 58.70it/s] 5019 23.2408 : 35%|███▌ | 5030/14234 [01:09<02:34, 59.55it/s] 5039 11.3406 : 35%|███▌ | 5030/14234 [01:09<02:34, 59.55it/s] 5039 11.3406 : 35%|███▌ | 5040/14234 [01:09<02:11, 69.70it/s] 5039 11.3406 : 35%|███▌ | 5051/14234 [01:09<01:56, 78.80it/s] 5059 18.6740 : 35%|███▌ | 5051/14234 [01:09<01:56, 78.80it/s] 5059 18.6740 : 36%|███▌ | 5061/14234 [01:09<01:50, 82.74it/s] 5059 18.6740 : 36%|███▌ | 5070/14234 [01:09<01:49, 83.53it/s] 5059 18.6740 : 36%|███▌ | 5079/14234 [01:10<01:51, 81.81it/s] 5079 22.6191 : 36%|███▌ | 5079/14234 [01:10<01:51, 81.81it/s] 5079 22.6191 : 36%|███▌ | 5088/14234 [01:10<01:54, 79.54it/s] 5079 22.6191 : 36%|███▌ | 5097/14234 [01:10<02:02, 74.45it/s] 5099 25.3137 : 36%|███▌ | 5097/14234 [01:10<02:02, 74.45it/s] 5099 25.3137 : 36%|███▌ | 5105/14234 [01:10<02:13, 68.50it/s] 5099 25.3137 : 36%|███▌ | 5112/14234 [01:10<02:22, 63.79it/s] 5099 25.3137 : 36%|███▌ | 5119/14234 [01:10<02:30, 60.75it/s] 5119 22.8676 : 36%|███▌ | 5119/14234 [01:10<02:30, 60.75it/s] 5119 22.8676 : 36%|███▌ | 5126/14234 [01:10<02:31, 60.11it/s] 5119 22.8676 : 36%|███▌ | 5133/14234 [01:10<02:30, 60.40it/s] 5139 11.4594 : 36%|███▌ | 5133/14234 [01:11<02:30, 60.40it/s] 5139 11.4594 : 36%|███▌ | 5142/14234 [01:11<02:16, 66.68it/s] 5139 11.4594 : 36%|███▌ | 5154/14234 [01:11<01:54, 79.19it/s] 5159 17.0316 : 36%|███▌ | 5154/14234 [01:11<01:54, 79.19it/s] 5159 17.0316 : 36%|███▋ | 5165/14234 [01:11<01:45, 85.58it/s] 5159 17.0316 : 36%|███▋ | 5175/14234 [01:11<01:44, 86.85it/s] 5179 21.0666 : 36%|███▋ | 5175/14234 [01:11<01:44, 86.85it/s] 5179 21.0666 : 36%|███▋ | 5184/14234 [01:11<01:46, 84.61it/s] 5179 21.0666 : 36%|███▋ | 5193/14234 [01:11<01:49, 82.37it/s] 5199 24.4764 : 36%|███▋ | 5193/14234 [01:11<01:49, 82.37it/s] 5199 24.4764 : 37%|███▋ | 5202/14234 [01:11<01:57, 76.59it/s] 5199 24.4764 : 37%|███▋ | 5210/14234 [01:11<02:08, 70.12it/s] 5199 24.4764 : 37%|███▋ | 5218/14234 [01:12<02:20, 64.07it/s] 5219 22.2265 : 37%|███▋ | 5218/14234 [01:12<02:20, 64.07it/s] 5219 22.2265 : 37%|███▋ | 5225/14234 [01:12<02:26, 61.36it/s] 5219 22.2265 : 37%|███▋ | 5232/14234 [01:12<02:28, 60.45it/s] 5219 22.2265 : 37%|███▋ | 5239/14234 [01:12<02:28, 60.77it/s] 5239 17.8672 : 37%|███▋ | 5239/14234 [01:12<02:28, 60.77it/s] 5239 17.8672 : 37%|███▋ | 5247/14234 [01:12<02:19, 64.38it/s] 5239 17.8672 : 37%|███▋ | 5258/14234 [01:12<01:57, 76.19it/s] 5259 13.1903 : 37%|███▋ | 5258/14234 [01:12<01:57, 76.19it/s] 5259 13.1903 : 37%|███▋ | 5269/14234 [01:12<01:46, 83.90it/s] 5259 13.1903 : 37%|███▋ | 5279/14234 [01:12<01:43, 86.81it/s] 5279 23.6904 : 37%|███▋ | 5279/14234 [01:12<01:43, 86.81it/s] 5279 23.6904 : 37%|███▋ | 5288/14234 [01:12<01:44, 85.21it/s] 5279 23.6904 : 37%|███▋ | 5297/14234 [01:13<01:47, 83.01it/s] 5299 22.8488 : 37%|███▋ | 5297/14234 [01:13<01:47, 83.01it/s] 5299 22.8488 : 37%|███▋ | 5306/14234 [01:13<01:54, 77.93it/s] 5299 22.8488 : 37%|███▋ | 5314/14234 [01:13<02:04, 71.70it/s] 5319 21.4498 : 37%|███▋ | 5314/14234 [01:13<02:04, 71.70it/s] 5319 21.4498 : 37%|███▋ | 5322/14234 [01:13<02:16, 65.09it/s] 5319 21.4498 : 37%|███▋ | 5329/14234 [01:13<02:26, 60.94it/s] 5319 21.4498 : 37%|███▋ | 5336/14234 [01:13<02:28, 59.81it/s] 5339 21.2174 : 37%|███▋ | 5336/14234 [01:13<02:28, 59.81it/s] 5339 21.2174 : 38%|███▊ | 5343/14234 [01:13<02:27, 60.16it/s] 5339 21.2174 : 38%|███▊ | 5350/14234 [01:13<02:25, 61.12it/s] 5359 12.2317 : 38%|███▊ | 5350/14234 [01:14<02:25, 61.12it/s] 5359 12.2317 : 38%|███▊ | 5361/14234 [01:14<02:02, 72.49it/s] 5359 12.2317 : 38%|███▊ | 5372/14234 [01:14<01:48, 81.89it/s] 5379 20.5616 : 38%|███▊ | 5372/14234 [01:14<01:48, 81.89it/s] 5379 20.5616 : 38%|███▊ | 5382/14234 [01:14<01:42, 85.96it/s] 5379 20.5616 : 38%|███▊ | 5391/14234 [01:14<01:43, 85.74it/s] 5399 23.0391 : 38%|███▊ | 5391/14234 [01:14<01:43, 85.74it/s] 5399 23.0391 : 38%|███▊ | 5400/14234 [01:14<01:46, 83.27it/s] 5399 23.0391 : 38%|███▊ | 5409/14234 [01:14<01:51, 79.50it/s] 5399 23.0391 : 38%|███▊ | 5418/14234 [01:14<02:00, 73.35it/s] 5419 26.1503 : 38%|███▊ | 5418/14234 [01:14<02:00, 73.35it/s] 5419 26.1503 : 38%|███▊ | 5426/14234 [01:14<02:13, 65.99it/s] 5419 26.1503 : 38%|███▊ | 5433/14234 [01:15<02:24, 60.70it/s] 5439 21.4637 : 38%|███▊ | 5433/14234 [01:15<02:24, 60.70it/s] 5439 21.4637 : 38%|███▊ | 5440/14234 [01:15<02:29, 58.76it/s] 5439 21.4637 : 38%|███▊ | 5447/14234 [01:15<02:28, 59.20it/s] 5439 21.4637 : 38%|███▊ | 5454/14234 [01:15<02:26, 60.06it/s] 5459 11.3400 : 38%|███▊ | 5454/14234 [01:15<02:26, 60.06it/s] 5459 11.3400 : 38%|███▊ | 5462/14234 [01:15<02:15, 64.71it/s] 5459 11.3400 : 38%|███▊ | 5473/14234 [01:15<01:54, 76.24it/s] 5479 15.4059 : 38%|███▊ | 5473/14234 [01:15<01:54, 76.24it/s] 5479 15.4059 : 39%|███▊ | 5483/14234 [01:15<01:46, 82.01it/s] 5479 15.4059 : 39%|███▊ | 5492/14234 [01:15<01:45, 83.00it/s] 5499 22.8516 : 39%|███▊ | 5492/14234 [01:15<01:45, 83.00it/s] 5499 22.8516 : 39%|███▊ | 5501/14234 [01:15<01:48, 80.59it/s] 5499 22.8516 : 39%|███▊ | 5510/14234 [01:16<01:52, 77.47it/s] 5499 22.8516 : 39%|███▉ | 5518/14234 [01:16<01:58, 73.62it/s] 5519 23.3193 : 39%|███▉ | 5518/14234 [01:16<01:58, 73.62it/s] 5519 23.3193 : 39%|███▉ | 5526/14234 [01:16<02:07, 68.11it/s] 5519 23.3193 : 39%|███▉ | 5533/14234 [01:16<02:20, 62.08it/s] 5539 21.1299 : 39%|███▉ | 5533/14234 [01:16<02:20, 62.08it/s] 5539 21.1299 : 39%|███▉ | 5540/14234 [01:16<02:29, 58.20it/s] 5539 21.1299 : 39%|███▉ | 5546/14234 [01:16<02:33, 56.78it/s] 5539 21.1299 : 39%|███▉ | 5552/14234 [01:16<02:32, 56.91it/s] 5539 21.1299 : 39%|███▉ | 5558/14234 [01:16<02:31, 57.24it/s] 5559 17.7834 : 39%|███▉ | 5558/14234 [01:16<02:31, 57.24it/s] 5559 17.7834 : 39%|███▉ | 5564/14234 [01:17<02:29, 57.93it/s] 5559 17.7834 : 39%|███▉ | 5574/14234 [01:17<02:04, 69.39it/s] 5579 14.2241 : 39%|███▉ | 5574/14234 [01:17<02:04, 69.39it/s] 5579 14.2241 : 39%|███▉ | 5585/14234 [01:17<01:49, 79.31it/s] 5579 14.2241 : 39%|███▉ | 5595/14234 [01:17<01:42, 84.67it/s] 5599 23.7230 : 39%|███▉ | 5595/14234 [01:17<01:42, 84.67it/s] 5599 23.7230 : 39%|███▉ | 5604/14234 [01:17<01:41, 84.74it/s] 5599 23.7230 : 39%|███▉ | 5613/14234 [01:17<01:44, 82.43it/s] 5619 24.9053 : 39%|███▉ | 5613/14234 [01:17<01:44, 82.43it/s] 5619 24.9053 : 39%|███▉ | 5622/14234 [01:17<01:49, 78.76it/s] 5619 24.9053 : 40%|███▉ | 5630/14234 [01:17<01:57, 73.01it/s] 5619 24.9053 : 40%|███▉ | 5638/14234 [01:17<02:11, 65.14it/s] 5639 21.1942 : 40%|███▉ | 5638/14234 [01:18<02:11, 65.14it/s] 5639 21.1942 : 40%|███▉ | 5645/14234 [01:18<02:21, 60.53it/s] 5639 21.1942 : 40%|███▉ | 5652/14234 [01:18<02:24, 59.44it/s] 5639 21.1942 : 40%|███▉ | 5659/14234 [01:18<02:24, 59.44it/s] 5659 20.6565 : 40%|███▉ | 5659/14234 [01:18<02:24, 59.44it/s] 5659 20.6565 : 40%|███▉ | 5666/14234 [01:18<02:23, 59.68it/s] 5659 20.6565 : 40%|███▉ | 5673/14234 [01:18<02:20, 60.86it/s] 5679 12.4793 : 40%|███▉ | 5673/14234 [01:18<02:20, 60.86it/s] 5679 12.4793 : 40%|███▉ | 5684/14234 [01:18<01:55, 73.72it/s] 5679 12.4793 : 40%|████ | 5695/14234 [01:18<01:43, 82.29it/s] 5699 16.9846 : 40%|████ | 5695/14234 [01:18<01:43, 82.29it/s] 5699 16.9846 : 40%|████ | 5705/14234 [01:18<01:40, 85.25it/s] 5699 16.9846 : 40%|████ | 5714/14234 [01:18<01:41, 84.11it/s] 5719 25.0817 : 40%|████ | 5714/14234 [01:19<01:41, 84.11it/s] 5719 25.0817 : 40%|████ | 5723/14234 [01:19<01:43, 82.01it/s] 5719 25.0817 : 40%|████ | 5732/14234 [01:19<01:49, 77.37it/s] 5739 28.2992 : 40%|████ | 5732/14234 [01:19<01:49, 77.37it/s] 5739 28.2992 : 40%|████ | 5740/14234 [01:19<02:00, 70.56it/s] 5739 28.2992 : 40%|████ | 5748/14234 [01:19<02:13, 63.37it/s] 5739 28.2992 : 40%|████ | 5755/14234 [01:19<02:20, 60.25it/s] 5759 20.7265 : 40%|████ | 5755/14234 [01:19<02:20, 60.25it/s] 5759 20.7265 : 40%|████ | 5762/14234 [01:19<02:22, 59.55it/s] 5759 20.7265 : 41%|████ | 5769/14234 [01:19<02:22, 59.43it/s] 5759 20.7265 : 41%|████ | 5776/14234 [01:20<02:21, 59.59it/s] 5779 11.3721 : 41%|████ | 5776/14234 [01:20<02:21, 59.59it/s] 5779 11.3721 : 41%|████ | 5785/14234 [01:20<02:07, 66.40it/s] 5779 11.3721 : 41%|████ | 5796/14234 [01:20<01:48, 77.52it/s] 5799 14.9729 : 41%|████ | 5796/14234 [01:20<01:48, 77.52it/s] 5799 14.9729 : 41%|████ | 5806/14234 [01:20<01:40, 83.54it/s] 5799 14.9729 : 41%|████ | 5815/14234 [01:20<01:38, 85.27it/s] 5819 23.7736 : 41%|████ | 5815/14234 [01:20<01:38, 85.27it/s] 5819 23.7736 : 41%|████ | 5824/14234 [01:20<01:40, 83.48it/s] 5819 23.7736 : 41%|████ | 5833/14234 [01:20<01:43, 81.20it/s] 5839 24.2297 : 41%|████ | 5833/14234 [01:20<01:43, 81.20it/s] 5839 24.2297 : 41%|████ | 5842/14234 [01:20<01:50, 75.64it/s] 5839 24.2297 : 41%|████ | 5850/14234 [01:20<02:02, 68.52it/s] 5839 24.2297 : 41%|████ | 5858/14234 [01:21<02:13, 62.73it/s] 5859 21.1497 : 41%|████ | 5858/14234 [01:21<02:13, 62.73it/s] 5859 21.1497 : 41%|████ | 5865/14234 [01:21<02:17, 60.65it/s] 5859 21.1497 : 41%|████▏ | 5872/14234 [01:21<02:20, 59.54it/s] 5859 21.1497 : 41%|████▏ | 5879/14234 [01:21<02:21, 59.24it/s] 5879 20.6465 : 41%|████▏ | 5879/14234 [01:21<02:21, 59.24it/s] 5879 20.6465 : 41%|████▏ | 5885/14234 [01:21<02:22, 58.56it/s] 5879 20.6465 : 41%|████▏ | 5896/14234 [01:21<01:58, 70.47it/s] 5899 12.7963 : 41%|████▏ | 5896/14234 [01:21<01:58, 70.47it/s] 5899 12.7963 : 41%|████▏ | 5907/14234 [01:21<01:43, 80.08it/s] 5899 12.7963 : 42%|████▏ | 5917/14234 [01:21<01:38, 84.70it/s] 5919 22.7891 : 42%|████▏ | 5917/14234 [01:21<01:38, 84.70it/s] 5919 22.7891 : 42%|████▏ | 5926/14234 [01:22<01:38, 84.61it/s] 5919 22.7891 : 42%|████▏ | 5935/14234 [01:22<01:39, 83.40it/s] 5939 25.5873 : 42%|████▏ | 5935/14234 [01:22<01:39, 83.40it/s] 5939 25.5873 : 42%|████▏ | 5944/14234 [01:22<01:44, 79.20it/s] 5939 25.5873 : 42%|████▏ | 5953/14234 [01:22<01:54, 72.22it/s] 5959 21.6469 : 42%|████▏ | 5953/14234 [01:22<01:54, 72.22it/s] 5959 21.6469 : 42%|████▏ | 5961/14234 [01:22<02:06, 65.23it/s] 5959 21.6469 : 42%|████▏ | 5968/14234 [01:22<02:15, 60.94it/s] 5959 21.6469 : 42%|████▏ | 5975/14234 [01:22<02:19, 59.24it/s] 5979 21.8636 : 42%|████▏ | 5975/14234 [01:22<02:19, 59.24it/s] 5979 21.8636 : 42%|████▏ | 5982/14234 [01:22<02:21, 58.23it/s] 5979 21.8636 : 42%|████▏ | 5988/14234 [01:23<02:23, 57.56it/s] 5979 21.8636 : 42%|████▏ | 5995/14234 [01:23<02:18, 59.69it/s] 5999 12.1538 : 42%|████▏ | 5995/14234 [01:23<02:18, 59.69it/s] 5999 12.1538 : 42%|████▏ | 6006/14234 [01:23<01:53, 72.53it/s] 5999 12.1538 : 42%|████▏ | 6017/14234 [01:23<01:41, 81.33it/s] 6019 17.9267 : 42%|████▏ | 6017/14234 [01:23<01:41, 81.33it/s] 6019 17.9267 : 42%|████▏ | 6027/14234 [01:23<01:36, 85.12it/s] 6019 17.9267 : 42%|████▏ | 6036/14234 [01:23<01:38, 83.58it/s] 6039 24.2057 : 42%|████▏ | 6036/14234 [01:23<01:38, 83.58it/s] 6039 24.2057 : 42%|████▏ | 6045/14234 [01:23<01:40, 81.84it/s] 6039 24.2057 : 43%|████▎ | 6054/14234 [01:23<01:46, 77.05it/s] 6059 26.5120 : 43%|████▎ | 6054/14234 [01:23<01:46, 77.05it/s] 6059 26.5120 : 43%|████▎ | 6062/14234 [01:23<01:56, 69.99it/s] 6059 26.5120 : 43%|████▎ | 6070/14234 [01:24<02:07, 63.93it/s] 6059 26.5120 : 43%|████▎ | 6077/14234 [01:24<02:16, 59.87it/s] 6079 22.0344 : 43%|████▎ | 6077/14234 [01:24<02:16, 59.87it/s] 6079 22.0344 : 43%|████▎ | 6084/14234 [01:24<02:20, 57.88it/s] 6079 22.0344 : 43%|████▎ | 6090/14234 [01:24<02:22, 56.99it/s] 6079 22.0344 : 43%|████▎ | 6096/14234 [01:24<02:25, 55.95it/s] 6099 20.1277 : 43%|████▎ | 6096/14234 [01:24<02:25, 55.95it/s] 6099 20.1277 : 43%|████▎ | 6104/14234 [01:24<02:13, 60.95it/s] 6099 20.1277 : 43%|████▎ | 6115/14234 [01:24<01:50, 73.76it/s] 6119 15.2826 : 43%|████▎ | 6115/14234 [01:24<01:50, 73.76it/s] 6119 15.2826 : 43%|████▎ | 6126/14234 [01:24<01:39, 81.70it/s] 6119 15.2826 : 43%|████▎ | 6136/14234 [01:25<01:36, 84.06it/s] 6139 24.5830 : 43%|████▎ | 6136/14234 [01:25<01:36, 84.06it/s] 6139 24.5830 : 43%|████▎ | 6145/14234 [01:25<01:37, 82.76it/s] 6139 24.5830 : 43%|████▎ | 6154/14234 [01:25<01:40, 80.50it/s] 6159 26.5124 : 43%|████▎ | 6154/14234 [01:25<01:40, 80.50it/s] 6159 26.5124 : 43%|████▎ | 6163/14234 [01:25<01:47, 75.11it/s] 6159 26.5124 : 43%|████▎ | 6171/14234 [01:25<01:58, 68.03it/s] 6159 26.5124 : 43%|████▎ | 6178/14234 [01:25<02:07, 63.31it/s] 6179 22.3341 : 43%|████▎ | 6178/14234 [01:25<02:07, 63.31it/s] 6179 22.3341 : 43%|████▎ | 6185/14234 [01:25<02:15, 59.26it/s] 6179 22.3341 : 44%|████▎ | 6192/14234 [01:25<02:22, 56.39it/s] 6179 22.3341 : 44%|████▎ | 6198/14234 [01:26<02:26, 54.99it/s] 6199 22.8100 : 44%|████▎ | 6198/14234 [01:26<02:26, 54.99it/s] 6199 22.8100 : 44%|████▎ | 6204/14234 [01:26<02:26, 54.73it/s] 6199 22.8100 : 44%|████▎ | 6212/14234 [01:26<02:11, 61.05it/s] 6219 12.3894 : 44%|████▎ | 6212/14234 [01:26<02:11, 61.05it/s] 6219 12.3894 : 44%|████▎ | 6223/14234 [01:26<01:48, 74.00it/s] 6219 12.3894 : 44%|████▍ | 6234/14234 [01:26<01:37, 82.42it/s] 6239 22.3471 : 44%|████▍ | 6234/14234 [01:26<01:37, 82.42it/s] 6239 22.3471 : 44%|████▍ | 6244/14234 [01:26<01:34, 84.80it/s] 6239 22.3471 : 44%|████▍ | 6253/14234 [01:26<01:35, 83.43it/s] 6259 24.9369 : 44%|████▍ | 6253/14234 [01:26<01:35, 83.43it/s] 6259 24.9369 : 44%|████▍ | 6262/14234 [01:26<01:38, 80.55it/s] 6259 24.9369 : 44%|████▍ | 6271/14234 [01:27<01:46, 74.95it/s] 6259 24.9369 : 44%|████▍ | 6279/14234 [01:27<01:58, 66.99it/s] 6279 25.0362 : 44%|████▍ | 6279/14234 [01:27<01:58, 66.99it/s] 6279 25.0362 : 44%|████▍ | 6286/14234 [01:27<02:09, 61.29it/s] 6279 25.0362 : 44%|████▍ | 6293/14234 [01:27<02:17, 57.92it/s] 6279 25.0362 : 44%|████▍ | 6299/14234 [01:27<02:22, 55.57it/s] 6299 25.4718 : 44%|████▍ | 6299/14234 [01:27<02:22, 55.57it/s] 6299 25.4718 : 44%|████▍ | 6305/14234 [01:27<02:26, 54.30it/s] 6299 25.4718 : 44%|████▍ | 6311/14234 [01:27<02:25, 54.48it/s] 6319 11.9741 : 44%|████▍ | 6311/14234 [01:27<02:25, 54.48it/s] 6319 11.9741 : 44%|████▍ | 6320/14234 [01:27<02:06, 62.57it/s] 6319 11.9741 : 44%|████▍ | 6332/14234 [01:28<01:43, 76.13it/s] 6339 16.9171 : 44%|████▍ | 6332/14234 [01:28<01:43, 76.13it/s] 6339 16.9171 : 45%|████▍ | 6343/14234 [01:28<01:34, 83.31it/s] 6339 16.9171 : 45%|████▍ | 6352/14234 [01:28<01:33, 84.67it/s] 6359 23.0474 : 45%|████▍ | 6352/14234 [01:28<01:33, 84.67it/s] 6359 23.0474 : 45%|████▍ | 6361/14234 [01:28<01:34, 83.45it/s] 6359 23.0474 : 45%|████▍ | 6370/14234 [01:28<01:37, 80.38it/s] 6359 23.0474 : 45%|████▍ | 6379/14234 [01:28<01:46, 73.97it/s] 6379 28.1172 : 45%|████▍ | 6379/14234 [01:28<01:46, 73.97it/s] 6379 28.1172 : 45%|████▍ | 6387/14234 [01:28<01:58, 66.30it/s] 6379 28.1172 : 45%|████▍ | 6394/14234 [01:28<02:05, 62.37it/s] 6399 25.2986 : 45%|████▍ | 6394/14234 [01:28<02:05, 62.37it/s] 6399 25.2986 : 45%|████▍ | 6401/14234 [01:29<02:14, 58.28it/s] 6399 25.2986 : 45%|████▌ | 6407/14234 [01:29<02:19, 56.04it/s] 6399 25.2986 : 45%|████▌ | 6413/14234 [01:29<02:21, 55.14it/s] 6399 25.2986 : 45%|████▌ | 6419/14234 [01:29<02:19, 55.96it/s] 6419 22.1609 : 45%|████▌ | 6419/14234 [01:29<02:19, 55.96it/s] 6419 22.1609 : 45%|████▌ | 6429/14234 [01:29<01:57, 66.41it/s] 6439 13.9802 : 45%|████▌ | 6429/14234 [01:29<01:57, 66.41it/s] 6439 13.9802 : 45%|████▌ | 6440/14234 [01:29<01:40, 77.55it/s] 6439 13.9802 : 45%|████▌ | 6450/14234 [01:29<01:33, 82.82it/s] 6439 13.9802 : 45%|████▌ | 6459/14234 [01:29<01:33, 83.38it/s] 6459 20.9601 : 45%|████▌ | 6459/14234 [01:29<01:33, 83.38it/s] 6459 20.9601 : 45%|████▌ | 6468/14234 [01:29<01:34, 82.04it/s] 6459 20.9601 : 46%|████▌ | 6477/14234 [01:30<01:38, 78.51it/s] 6479 27.9940 : 46%|████▌ | 6477/14234 [01:30<01:38, 78.51it/s] 6479 27.9940 : 46%|████▌ | 6485/14234 [01:30<01:46, 72.88it/s] 6479 27.9940 : 46%|████▌ | 6493/14234 [01:30<01:57, 65.83it/s] 6499 22.4254 : 46%|████▌ | 6493/14234 [01:30<01:57, 65.83it/s] 6499 22.4254 : 46%|████▌ | 6500/14234 [01:30<02:05, 61.72it/s] 6499 22.4254 : 46%|████▌ | 6507/14234 [01:30<02:13, 57.83it/s] 6499 22.4254 : 46%|████▌ | 6513/14234 [01:30<02:19, 55.35it/s] 6499 22.4254 : 46%|████▌ | 6519/14234 [01:30<02:22, 54.11it/s] 6519 23.8125 : 46%|████▌ | 6519/14234 [01:30<02:22, 54.11it/s] 6519 23.8125 : 46%|████▌ | 6525/14234 [01:30<02:21, 54.50it/s] 6519 23.8125 : 46%|████▌ | 6534/14234 [01:31<02:01, 63.27it/s] 6539 12.2604 : 46%|████▌ | 6534/14234 [01:31<02:01, 63.27it/s] 6539 12.2604 : 46%|████▌ | 6545/14234 [01:31<01:41, 75.63it/s] 6539 12.2604 : 46%|████▌ | 6556/14234 [01:31<01:32, 82.74it/s] 6559 20.5183 : 46%|████▌ | 6556/14234 [01:31<01:32, 82.74it/s] 6559 20.5183 : 46%|████▌ | 6565/14234 [01:31<01:31, 83.88it/s] 6559 20.5183 : 46%|████▌ | 6574/14234 [01:31<01:32, 83.19it/s] 6579 24.1894 : 46%|████▌ | 6574/14234 [01:31<01:32, 83.19it/s] 6579 24.1894 : 46%|████▌ | 6583/14234 [01:31<01:36, 79.58it/s] 6579 24.1894 : 46%|████▋ | 6592/14234 [01:31<01:44, 73.04it/s] 6599 22.6821 : 46%|████▋ | 6592/14234 [01:31<01:44, 73.04it/s] 6599 22.6821 : 46%|████▋ | 6600/14234 [01:31<01:56, 65.80it/s] 6599 22.6821 : 46%|████▋ | 6607/14234 [01:32<02:03, 61.53it/s] 6599 22.6821 : 46%|████▋ | 6614/14234 [01:32<02:11, 58.08it/s] 6619 24.4406 : 46%|████▋ | 6614/14234 [01:32<02:11, 58.08it/s] 6619 24.4406 : 47%|████▋ | 6620/14234 [01:32<02:17, 55.38it/s] 6619 24.4406 : 47%|████▋ | 6626/14234 [01:32<02:19, 54.50it/s] 6619 24.4406 : 47%|████▋ | 6632/14234 [01:32<02:19, 54.65it/s] 6639 11.9820 : 47%|████▋ | 6632/14234 [01:32<02:19, 54.65it/s] 6639 11.9820 : 47%|████▋ | 6641/14234 [01:32<01:59, 63.41it/s] 6639 11.9820 : 47%|████▋ | 6652/14234 [01:32<01:40, 75.82it/s] 6659 15.2836 : 47%|████▋ | 6652/14234 [01:32<01:40, 75.82it/s] 6659 15.2836 : 47%|████▋ | 6663/14234 [01:32<01:31, 82.91it/s] 6659 15.2836 : 47%|████▋ | 6672/14234 [01:32<01:29, 84.18it/s] 6679 21.0445 : 47%|████▋ | 6672/14234 [01:33<01:29, 84.18it/s] 6679 21.0445 : 47%|████▋ | 6681/14234 [01:33<01:30, 83.39it/s] 6679 21.0445 : 47%|████▋ | 6690/14234 [01:33<01:34, 79.94it/s] 6679 21.0445 : 47%|████▋ | 6699/14234 [01:33<01:42, 73.58it/s] 6699 26.5444 : 47%|████▋ | 6699/14234 [01:33<01:42, 73.58it/s] 6699 26.5444 : 47%|████▋ | 6707/14234 [01:33<01:52, 67.07it/s] 6699 26.5444 : 47%|████▋ | 6714/14234 [01:33<02:02, 61.26it/s] 6719 23.3560 : 47%|████▋ | 6714/14234 [01:33<02:02, 61.26it/s] 6719 23.3560 : 47%|████▋ | 6721/14234 [01:33<02:11, 57.19it/s] 6719 23.3560 : 47%|████▋ | 6727/14234 [01:33<02:16, 54.98it/s] 6719 23.3560 : 47%|████▋ | 6733/14234 [01:33<02:20, 53.58it/s] 6719 23.3560 : 47%|████▋ | 6739/14234 [01:34<02:20, 53.46it/s] 6739 20.3802 : 47%|████▋ | 6739/14234 [01:34<02:20, 53.46it/s] 6739 20.3802 : 47%|████▋ | 6747/14234 [01:34<02:04, 60.23it/s] 6739 20.3802 : 47%|████▋ | 6758/14234 [01:34<01:41, 73.32it/s] 6759 13.5773 : 47%|████▋ | 6758/14234 [01:34<01:41, 73.32it/s] 6759 13.5773 : 48%|████▊ | 6768/14234 [01:34<01:32, 80.41it/s] 6759 13.5773 : 48%|████▊ | 6777/14234 [01:34<01:30, 82.74it/s] 6779 21.8913 : 48%|████▊ | 6777/14234 [01:34<01:30, 82.74it/s] 6779 21.8913 : 48%|████▊ | 6786/14234 [01:34<01:30, 82.56it/s] 6779 21.8913 : 48%|████▊ | 6795/14234 [01:34<01:33, 79.90it/s] 6799 26.8886 : 48%|████▊ | 6795/14234 [01:34<01:33, 79.90it/s] 6799 26.8886 : 48%|████▊ | 6804/14234 [01:34<01:39, 74.34it/s] 6799 26.8886 : 48%|████▊ | 6812/14234 [01:35<01:49, 67.80it/s] 6799 26.8886 : 48%|████▊ | 6819/14234 [01:35<01:57, 63.03it/s] 6819 25.5107 : 48%|████▊ | 6819/14234 [01:35<01:57, 63.03it/s] 6819 25.5107 : 48%|████▊ | 6826/14234 [01:35<02:06, 58.41it/s] 6819 25.5107 : 48%|████▊ | 6832/14234 [01:35<02:14, 55.05it/s] 6819 25.5107 : 48%|████▊ | 6838/14234 [01:35<02:20, 52.51it/s] 6839 24.4204 : 48%|████▊ | 6838/14234 [01:35<02:20, 52.51it/s] 6839 24.4204 : 48%|████▊ | 6844/14234 [01:35<02:24, 51.04it/s] 6839 24.4204 : 48%|████▊ | 6850/14234 [01:35<02:19, 52.75it/s] 6859 12.5719 : 48%|████▊ | 6850/14234 [01:35<02:19, 52.75it/s] 6859 12.5719 : 48%|████▊ | 6861/14234 [01:35<01:49, 67.23it/s] 6859 12.5719 : 48%|████▊ | 6872/14234 [01:35<01:35, 77.40it/s] 6879 22.9551 : 48%|████▊ | 6872/14234 [01:36<01:35, 77.40it/s] 6879 22.9551 : 48%|████▊ | 6882/14234 [01:36<01:30, 81.31it/s] 6879 22.9551 : 48%|████▊ | 6891/14234 [01:36<01:29, 81.68it/s] 6899 26.1379 : 48%|████▊ | 6891/14234 [01:36<01:29, 81.68it/s] 6899 26.1379 : 48%|████▊ | 6900/14234 [01:36<01:31, 79.76it/s] 6899 26.1379 : 49%|████▊ | 6909/14234 [01:36<01:38, 74.63it/s] 6899 26.1379 : 49%|████▊ | 6917/14234 [01:36<01:48, 67.66it/s] 6919 25.7654 : 49%|████▊ | 6917/14234 [01:36<01:48, 67.66it/s] 6919 25.7654 : 49%|████▊ | 6924/14234 [01:36<01:55, 63.49it/s] 6919 25.7654 : 49%|████▊ | 6931/14234 [01:36<02:04, 58.61it/s] 6919 25.7654 : 49%|████▊ | 6937/14234 [01:37<02:12, 55.14it/s] 6939 26.6380 : 49%|████▊ | 6937/14234 [01:37<02:12, 55.14it/s] 6939 26.6380 : 49%|████▉ | 6943/14234 [01:37<02:20, 51.71it/s] 6939 26.6380 : 49%|████▉ | 6949/14234 [01:37<02:24, 50.51it/s] 6939 26.6380 : 49%|████▉ | 6955/14234 [01:37<02:22, 51.24it/s] 6959 12.1003 : 49%|████▉ | 6955/14234 [01:37<02:22, 51.24it/s] 6959 12.1003 : 49%|████▉ | 6965/14234 [01:37<01:55, 62.91it/s] 6959 12.1003 : 49%|████▉ | 6976/14234 [01:37<01:37, 74.63it/s] 6979 18.4994 : 49%|████▉ | 6976/14234 [01:37<01:37, 74.63it/s] 6979 18.4994 : 49%|████▉ | 6986/14234 [01:37<01:30, 80.47it/s] 6979 18.4994 : 49%|████▉ | 6995/14234 [01:37<01:28, 81.89it/s] 6999 25.1249 : 49%|████▉ | 6995/14234 [01:37<01:28, 81.89it/s] 6999 25.1249 : 49%|████▉ | 7004/14234 [01:37<01:29, 81.15it/s] 6999 25.1249 : 49%|████▉ | 7013/14234 [01:38<01:34, 76.05it/s] 7019 30.4527 : 49%|████▉ | 7013/14234 [01:38<01:34, 76.05it/s] 7019 30.4527 : 49%|████▉ | 7021/14234 [01:38<01:43, 69.74it/s] 7019 30.4527 : 49%|████▉ | 7029/14234 [01:38<01:50, 64.95it/s] 7019 30.4527 : 49%|████▉ | 7036/14234 [01:38<01:58, 60.61it/s] 7039 26.1329 : 49%|████▉ | 7036/14234 [01:38<01:58, 60.61it/s] 7039 26.1329 : 49%|████▉ | 7043/14234 [01:38<02:08, 55.76it/s] 7039 26.1329 : 50%|████▉ | 7049/14234 [01:38<02:17, 52.23it/s] 7039 26.1329 : 50%|████▉ | 7055/14234 [01:38<02:21, 50.80it/s] 7059 25.1667 : 50%|████▉ | 7055/14234 [01:38<02:21, 50.80it/s] 7059 25.1667 : 50%|████▉ | 7061/14234 [01:38<02:19, 51.55it/s] 7059 25.1667 : 50%|████▉ | 7070/14234 [01:39<01:58, 60.53it/s] 7079 13.7786 : 50%|████▉ | 7070/14234 [01:39<01:58, 60.53it/s] 7079 13.7786 : 50%|████▉ | 7081/14234 [01:39<01:38, 72.67it/s] 7079 13.7786 : 50%|████▉ | 7091/14234 [01:39<01:29, 79.59it/s] 7099 23.0216 : 50%|████▉ | 7091/14234 [01:39<01:29, 79.59it/s] 7099 23.0216 : 50%|████▉ | 7100/14234 [01:39<01:27, 81.54it/s] 7099 23.0216 : 50%|████▉ | 7109/14234 [01:39<01:27, 81.26it/s] 7099 23.0216 : 50%|█████ | 7118/14234 [01:39<01:32, 76.67it/s] 7119 29.4750 : 50%|█████ | 7118/14234 [01:39<01:32, 76.67it/s] 7119 29.4750 : 50%|█████ | 7126/14234 [01:39<01:41, 69.88it/s] 7119 29.4750 : 50%|█████ | 7134/14234 [01:39<01:48, 65.30it/s] 7139 28.2934 : 50%|█████ | 7134/14234 [01:40<01:48, 65.30it/s] 7139 28.2934 : 50%|█████ | 7141/14234 [01:40<01:55, 61.62it/s] 7139 28.2934 : 50%|█████ | 7148/14234 [01:40<02:03, 57.40it/s] 7139 28.2934 : 50%|█████ | 7154/14234 [01:40<02:11, 53.84it/s] 7159 25.2976 : 50%|█████ | 7154/14234 [01:40<02:11, 53.84it/s] 7159 25.2976 : 50%|█████ | 7160/14234 [01:40<02:19, 50.83it/s] 7159 25.2976 : 50%|█████ | 7166/14234 [01:40<02:22, 49.55it/s] 7159 25.2976 : 50%|█████ | 7173/14234 [01:40<02:10, 53.97it/s] 7179 12.1557 : 50%|█████ | 7173/14234 [01:40<02:10, 53.97it/s] 7179 12.1557 : 50%|█████ | 7184/14234 [01:40<01:43, 67.82it/s] 7179 12.1557 : 51%|█████ | 7195/14234 [01:40<01:31, 77.13it/s] 7199 18.3785 : 51%|█████ | 7195/14234 [01:40<01:31, 77.13it/s] 7199 18.3785 : 51%|█████ | 7205/14234 [01:41<01:26, 80.96it/s] 7199 18.3785 : 51%|█████ | 7214/14234 [01:41<01:26, 81.41it/s] 7219 27.5557 : 51%|█████ | 7214/14234 [01:41<01:26, 81.41it/s] 7219 27.5557 : 51%|█████ | 7223/14234 [01:41<01:29, 78.16it/s] 7219 27.5557 : 51%|█████ | 7231/14234 [01:41<01:36, 72.23it/s] 7219 27.5557 : 51%|█████ | 7239/14234 [01:41<01:45, 66.36it/s] 7239 30.4208 : 51%|█████ | 7239/14234 [01:41<01:45, 66.36it/s] 7239 30.4208 : 51%|█████ | 7246/14234 [01:41<01:50, 63.21it/s] 7239 30.4208 : 51%|█████ | 7253/14234 [01:41<01:57, 59.52it/s] 7259 26.5787 : 51%|█████ | 7253/14234 [01:41<01:57, 59.52it/s] 7259 26.5787 : 51%|█████ | 7260/14234 [01:41<02:06, 55.03it/s] 7259 26.5787 : 51%|█████ | 7266/14234 [01:42<02:13, 52.23it/s] 7259 26.5787 : 51%|█████ | 7272/14234 [01:42<02:19, 50.02it/s] 7259 26.5787 : 51%|█████ | 7278/14234 [01:42<02:15, 51.18it/s] 7279 11.2096 : 51%|█████ | 7278/14234 [01:42<02:15, 51.18it/s] 7279 11.2096 : 51%|█████ | 7289/14234 [01:42<01:45, 65.54it/s] 7299 14.3201 : 51%|█████ | 7289/14234 [01:42<01:45, 65.54it/s] 7299 14.3201 : 51%|█████▏ | 7300/14234 [01:42<01:31, 76.18it/s] 7299 14.3201 : 51%|█████▏ | 7310/14234 [01:42<01:24, 81.67it/s] 7299 14.3201 : 51%|█████▏ | 7319/14234 [01:42<01:23, 82.53it/s] 7319 22.9776 : 51%|█████▏ | 7319/14234 [01:42<01:23, 82.53it/s] 7319 22.9776 : 51%|█████▏ | 7328/14234 [01:42<01:25, 80.80it/s] 7319 22.9776 : 52%|█████▏ | 7337/14234 [01:43<01:32, 74.74it/s] 7339 29.0665 : 52%|█████▏ | 7337/14234 [01:43<01:32, 74.74it/s] 7339 29.0665 : 52%|█████▏ | 7345/14234 [01:43<01:40, 68.35it/s] 7339 29.0665 : 52%|█████▏ | 7353/14234 [01:43<01:46, 64.84it/s] 7359 25.8428 : 52%|█████▏ | 7353/14234 [01:43<01:46, 64.84it/s] 7359 25.8428 : 52%|█████▏ | 7360/14234 [01:43<01:51, 61.55it/s] 7359 25.8428 : 52%|█████▏ | 7367/14234 [01:43<01:57, 58.35it/s] 7359 25.8428 : 52%|█████▏ | 7373/14234 [01:43<02:02, 55.83it/s] 7359 25.8428 : 52%|█████▏ | 7379/14234 [01:43<02:07, 53.77it/s] 7379 25.3286 : 52%|█████▏ | 7379/14234 [01:43<02:07, 53.77it/s] 7379 25.3286 : 52%|█████▏ | 7385/14234 [01:43<02:09, 53.00it/s] 7379 25.3286 : 52%|█████▏ | 7396/14234 [01:44<01:42, 66.89it/s] 7399 11.5005 : 52%|█████▏ | 7396/14234 [01:44<01:42, 66.89it/s] 7399 11.5005 : 52%|█████▏ | 7407/14234 [01:44<01:27, 77.66it/s] 7399 11.5005 : 52%|█████▏ | 7417/14234 [01:44<01:21, 83.26it/s] 7419 20.6014 : 52%|█████▏ | 7417/14234 [01:44<01:21, 83.26it/s] 7419 20.6014 : 52%|█████▏ | 7426/14234 [01:44<01:21, 83.65it/s] 7419 20.6014 : 52%|█████▏ | 7435/14234 [01:44<01:22, 81.98it/s] 7439 26.0764 : 52%|█████▏ | 7435/14234 [01:44<01:22, 81.98it/s] 7439 26.0764 : 52%|█████▏ | 7444/14234 [01:44<01:28, 76.44it/s] 7439 26.0764 : 52%|█████▏ | 7452/14234 [01:44<01:37, 69.39it/s] 7459 28.8784 : 52%|█████▏ | 7452/14234 [01:44<01:37, 69.39it/s] 7459 28.8784 : 52%|█████▏ | 7460/14234 [01:44<01:43, 65.20it/s] 7459 28.8784 : 52%|█████▏ | 7467/14234 [01:45<01:49, 61.96it/s] 7459 28.8784 : 53%|█████▎ | 7474/14234 [01:45<01:56, 57.86it/s] 7479 26.7243 : 53%|█████▎ | 7474/14234 [01:45<01:56, 57.86it/s] 7479 26.7243 : 53%|█████▎ | 7480/14234 [01:45<02:02, 54.92it/s] 7479 26.7243 : 53%|█████▎ | 7486/14234 [01:45<02:07, 52.96it/s] 7479 26.7243 : 53%|█████▎ | 7492/14234 [01:45<02:06, 53.44it/s] 7499 10.6352 : 53%|█████▎ | 7492/14234 [01:45<02:06, 53.44it/s] 7499 10.6352 : 53%|█████▎ | 7503/14234 [01:45<01:39, 67.46it/s] 7499 10.6352 : 53%|█████▎ | 7514/14234 [01:45<01:25, 78.46it/s] 7519 14.4765 : 53%|█████▎ | 7514/14234 [01:45<01:25, 78.46it/s] 7519 14.4765 : 53%|█████▎ | 7524/14234 [01:45<01:20, 83.79it/s] 7519 14.4765 : 53%|█████▎ | 7533/14234 [01:45<01:19, 84.65it/s] 7539 24.2297 : 53%|█████▎ | 7533/14234 [01:46<01:19, 84.65it/s] 7539 24.2297 : 53%|█████▎ | 7542/14234 [01:46<01:20, 82.77it/s] 7539 24.2297 : 53%|█████▎ | 7551/14234 [01:46<01:26, 77.52it/s] 7539 24.2297 : 53%|█████▎ | 7559/14234 [01:46<01:34, 70.33it/s] 7559 26.8819 : 53%|█████▎ | 7559/14234 [01:46<01:34, 70.33it/s] 7559 26.8819 : 53%|█████▎ | 7567/14234 [01:46<01:40, 66.12it/s] 7559 26.8819 : 53%|█████▎ | 7574/14234 [01:46<01:45, 62.87it/s] 7579 26.8147 : 53%|█████▎ | 7574/14234 [01:46<01:45, 62.87it/s] 7579 26.8147 : 53%|█████▎ | 7581/14234 [01:46<01:51, 59.82it/s] 7579 26.8147 : 53%|█████▎ | 7588/14234 [01:46<01:56, 56.85it/s] 7579 26.8147 : 53%|█████▎ | 7594/14234 [01:46<02:01, 54.56it/s] 7599 10.0583 : 53%|█████▎ | 7594/14234 [01:47<02:01, 54.56it/s] 7599 10.0583 : 53%|█████▎ | 7600/14234 [01:47<01:59, 55.67it/s] 7599 10.0583 : 53%|█████▎ | 7611/14234 [01:47<01:35, 69.57it/s] 7619 11.7394 : 53%|█████▎ | 7611/14234 [01:47<01:35, 69.57it/s] 7619 11.7394 : 54%|█████▎ | 7622/14234 [01:47<01:22, 79.76it/s] 7619 11.7394 : 54%|█████▎ | 7632/14234 [01:47<01:17, 85.10it/s] 7639 23.6255 : 54%|█████▎ | 7632/14234 [01:47<01:17, 85.10it/s] 7639 23.6255 : 54%|█████▎ | 7641/14234 [01:47<01:17, 85.00it/s] 7639 23.6255 : 54%|█████▎ | 7650/14234 [01:47<01:19, 82.99it/s] 7639 23.6255 : 54%|█████▍ | 7659/14234 [01:47<01:24, 77.91it/s] 7659 26.1241 : 54%|█████▍ | 7659/14234 [01:47<01:24, 77.91it/s] 7659 26.1241 : 54%|█████▍ | 7667/14234 [01:47<01:33, 70.55it/s] 7659 26.1241 : 54%|█████▍ | 7675/14234 [01:48<01:39, 65.74it/s] 7679 25.6150 : 54%|█████▍ | 7675/14234 [01:48<01:39, 65.74it/s] 7679 25.6150 : 54%|█████▍ | 7682/14234 [01:48<01:45, 62.30it/s] 7679 25.6150 : 54%|█████▍ | 7689/14234 [01:48<01:50, 59.16it/s] 7679 25.6150 : 54%|█████▍ | 7696/14234 [01:48<01:54, 56.92it/s] 7699 26.7349 : 54%|█████▍ | 7696/14234 [01:48<01:54, 56.92it/s] 7699 26.7349 : 54%|█████▍ | 7702/14234 [01:48<01:56, 55.91it/s] 7699 26.7349 : 54%|█████▍ | 7710/14234 [01:48<01:46, 61.08it/s] 7719 11.4820 : 54%|█████▍ | 7710/14234 [01:48<01:46, 61.08it/s] 7719 11.4820 : 54%|█████▍ | 7721/14234 [01:48<01:28, 73.55it/s] 7719 11.4820 : 54%|█████▍ | 7732/14234 [01:48<01:18, 82.51it/s] 7739 16.6629 : 54%|█████▍ | 7732/14234 [01:48<01:18, 82.51it/s] 7739 16.6629 : 54%|█████▍ | 7742/14234 [01:48<01:15, 86.06it/s] 7739 16.6629 : 54%|█████▍ | 7751/14234 [01:49<01:16, 84.80it/s] 7759 22.1910 : 54%|█████▍ | 7751/14234 [01:49<01:16, 84.80it/s] 7759 22.1910 : 55%|█████▍ | 7760/14234 [01:49<01:19, 81.03it/s] 7759 22.1910 : 55%|█████▍ | 7769/14234 [01:49<01:25, 75.59it/s] 7759 22.1910 : 55%|█████▍ | 7777/14234 [01:49<01:34, 67.97it/s] 7779 25.4696 : 55%|█████▍ | 7777/14234 [01:49<01:34, 67.97it/s] 7779 25.4696 : 55%|█████▍ | 7784/14234 [01:49<01:41, 63.79it/s] 7779 25.4696 : 55%|█████▍ | 7791/14234 [01:49<01:46, 60.76it/s] 7779 25.4696 : 55%|█████▍ | 7798/14234 [01:49<01:50, 58.15it/s] 7799 28.1357 : 55%|█████▍ | 7798/14234 [01:49<01:50, 58.15it/s] 7799 28.1357 : 55%|█████▍ | 7804/14234 [01:49<01:54, 56.20it/s] 7799 28.1357 : 55%|█████▍ | 7810/14234 [01:50<01:56, 54.96it/s] 7799 28.1357 : 55%|█████▍ | 7819/14234 [01:50<01:41, 63.39it/s] 7819 10.3842 : 55%|█████▍ | 7819/14234 [01:50<01:41, 63.39it/s] 7819 10.3842 : 55%|█████▌ | 7830/14234 [01:50<01:24, 75.59it/s] 7839 12.5240 : 55%|█████▌ | 7830/14234 [01:50<01:24, 75.59it/s] 7839 12.5240 : 55%|█████▌ | 7841/14234 [01:50<01:16, 83.72it/s] 7839 12.5240 : 55%|█████▌ | 7851/14234 [01:50<01:13, 86.73it/s] 7859 22.2825 : 55%|█████▌ | 7851/14234 [01:50<01:13, 86.73it/s] 7859 22.2825 : 55%|█████▌ | 7860/14234 [01:50<01:15, 84.40it/s] 7859 22.2825 : 55%|█████▌ | 7869/14234 [01:50<01:19, 79.93it/s] 7859 22.2825 : 55%|█████▌ | 7878/14234 [01:50<01:25, 74.27it/s] 7879 25.7678 : 55%|█████▌ | 7878/14234 [01:50<01:25, 74.27it/s] 7879 25.7678 : 55%|█████▌ | 7886/14234 [01:51<01:35, 66.21it/s] 7879 25.7678 : 55%|█████▌ | 7893/14234 [01:51<01:42, 61.70it/s] 7899 27.9750 : 55%|█████▌ | 7893/14234 [01:51<01:42, 61.70it/s] 7899 27.9750 : 56%|█████▌ | 7900/14234 [01:51<01:46, 59.46it/s] 7899 27.9750 : 56%|█████▌ | 7907/14234 [01:51<01:50, 57.07it/s] 7899 27.9750 : 56%|█████▌ | 7913/14234 [01:51<01:53, 55.75it/s] 7899 27.9750 : 56%|█████▌ | 7919/14234 [01:51<01:52, 55.91it/s] 7919 10.7812 : 56%|█████▌ | 7919/14234 [01:51<01:52, 55.91it/s] 7919 10.7812 : 56%|█████▌ | 7930/14234 [01:51<01:31, 68.95it/s] 7939 11.3398 : 56%|█████▌ | 7930/14234 [01:51<01:31, 68.95it/s] 7939 11.3398 : 56%|█████▌ | 7941/14234 [01:51<01:18, 79.72it/s] 7939 11.3398 : 56%|█████▌ | 7952/14234 [01:51<01:13, 86.04it/s] 7959 20.5838 : 56%|█████▌ | 7952/14234 [01:52<01:13, 86.04it/s] 7959 20.5838 : 56%|█████▌ | 7961/14234 [01:52<01:12, 86.09it/s] 7959 20.5838 : 56%|█████▌ | 7970/14234 [01:52<01:15, 82.85it/s] 7959 20.5838 : 56%|█████▌ | 7979/14234 [01:52<01:19, 78.31it/s] 7979 25.5952 : 56%|█████▌ | 7979/14234 [01:52<01:19, 78.31it/s] 7979 25.5952 : 56%|█████▌ | 7987/14234 [01:52<01:27, 71.40it/s] 7979 25.5952 : 56%|█████▌ | 7995/14234 [01:52<01:35, 65.01it/s] 7999 23.3812 : 56%|█████▌ | 7995/14234 [01:52<01:35, 65.01it/s] 7999 23.3812 : 56%|█████▌ | 8002/14234 [01:52<01:41, 61.33it/s] 7999 23.3812 : 56%|█████▋ | 8009/14234 [01:52<01:44, 59.50it/s] 7999 23.3812 : 56%|█████▋ | 8016/14234 [01:53<01:47, 57.79it/s] 8019 27.9415 : 56%|█████▋ | 8016/14234 [01:53<01:47, 57.79it/s] 8019 27.9415 : 56%|█████▋ | 8022/14234 [01:53<01:48, 57.39it/s] 8019 27.9415 : 56%|█████▋ | 8029/14234 [01:53<01:43, 60.06it/s] 8039 10.6446 : 56%|█████▋ | 8029/14234 [01:53<01:43, 60.06it/s] 8039 10.6446 : 56%|█████▋ | 8040/14234 [01:53<01:25, 72.59it/s] 8039 10.6446 : 57%|█████▋ | 8051/14234 [01:53<01:15, 81.90it/s] 8059 16.9994 : 57%|█████▋ | 8051/14234 [01:53<01:15, 81.90it/s] 8059 16.9994 : 57%|█████▋ | 8061/14234 [01:53<01:11, 85.92it/s] 8059 16.9994 : 57%|█████▋ | 8070/14234 [01:53<01:12, 85.22it/s] 8059 16.9994 : 57%|█████▋ | 8079/14234 [01:53<01:15, 81.37it/s] 8079 24.9732 : 57%|█████▋ | 8079/14234 [01:53<01:15, 81.37it/s] 8079 24.9732 : 57%|█████▋ | 8088/14234 [01:53<01:20, 76.60it/s] 8079 24.9732 : 57%|█████▋ | 8096/14234 [01:54<01:28, 69.67it/s] 8099 27.5706 : 57%|█████▋ | 8096/14234 [01:54<01:28, 69.67it/s] 8099 27.5706 : 57%|█████▋ | 8104/14234 [01:54<01:35, 64.11it/s] 8099 27.5706 : 57%|█████▋ | 8111/14234 [01:54<01:40, 61.13it/s] 8099 27.5706 : 57%|█████▋ | 8118/14234 [01:54<01:41, 60.01it/s] 8119 29.0692 : 57%|█████▋ | 8118/14234 [01:54<01:41, 60.01it/s] 8119 29.0692 : 57%|█████▋ | 8125/14234 [01:54<01:43, 58.91it/s] 8119 29.0692 : 57%|█████▋ | 8131/14234 [01:54<01:44, 58.55it/s] 8139 10.1628 : 57%|█████▋ | 8131/14234 [01:54<01:44, 58.55it/s] 8139 10.1628 : 57%|█████▋ | 8140/14234 [01:54<01:32, 65.82it/s] 8139 10.1628 : 57%|█████▋ | 8151/14234 [01:54<01:18, 77.50it/s] 8159 11.5190 : 57%|█████▋ | 8151/14234 [01:54<01:18, 77.50it/s] 8159 11.5190 : 57%|█████▋ | 8162/14234 [01:55<01:11, 85.19it/s] 8159 11.5190 : 57%|█████▋ | 8172/14234 [01:55<01:09, 87.08it/s] 8179 20.4312 : 57%|█████▋ | 8172/14234 [01:55<01:09, 87.08it/s] 8179 20.4312 : 57%|█████▋ | 8181/14234 [01:55<01:11, 84.08it/s] 8179 20.4312 : 58%|█████▊ | 8190/14234 [01:55<01:16, 79.24it/s] 8179 20.4312 : 58%|█████▊ | 8199/14234 [01:55<01:21, 73.94it/s] 8199 23.4348 : 58%|█████▊ | 8199/14234 [01:55<01:21, 73.94it/s] 8199 23.4348 : 58%|█████▊ | 8207/14234 [01:55<01:31, 66.16it/s] 8199 23.4348 : 58%|█████▊ | 8214/14234 [01:55<01:36, 62.38it/s] 8219 24.8823 : 58%|█████▊ | 8214/14234 [01:55<01:36, 62.38it/s] 8219 24.8823 : 58%|█████▊ | 8221/14234 [01:55<01:39, 60.26it/s] 8219 24.8823 : 58%|█████▊ | 8228/14234 [01:56<01:40, 59.68it/s] 8219 24.8823 : 58%|█████▊ | 8235/14234 [01:56<01:40, 59.50it/s] 8239 23.9106 : 58%|█████▊ | 8235/14234 [01:56<01:40, 59.50it/s] 8239 23.9106 : 58%|█████▊ | 8241/14234 [01:56<01:41, 58.90it/s] 8239 23.9106 : 58%|█████▊ | 8252/14234 [01:56<01:23, 71.74it/s] 8259 10.5057 : 58%|█████▊ | 8252/14234 [01:56<01:23, 71.74it/s] 8259 10.5057 : 58%|█████▊ | 8263/14234 [01:56<01:13, 81.35it/s] 8259 10.5057 : 58%|█████▊ | 8273/14234 [01:56<01:08, 86.51it/s] 8279 21.2695 : 58%|█████▊ | 8273/14234 [01:56<01:08, 86.51it/s] 8279 21.2695 : 58%|█████▊ | 8282/14234 [01:56<01:09, 85.89it/s] 8279 21.2695 : 58%|█████▊ | 8291/14234 [01:56<01:12, 82.25it/s] 8299 27.7269 : 58%|█████▊ | 8291/14234 [01:56<01:12, 82.25it/s] 8299 27.7269 : 58%|█████▊ | 8300/14234 [01:56<01:17, 76.95it/s] 8299 27.7269 : 58%|█████▊ | 8308/14234 [01:57<01:23, 70.70it/s] 8299 27.7269 : 58%|█████▊ | 8316/14234 [01:57<01:33, 63.51it/s] 8319 23.0570 : 58%|█████▊ | 8316/14234 [01:57<01:33, 63.51it/s] 8319 23.0570 : 58%|█████▊ | 8323/14234 [01:57<01:38, 60.15it/s] 8319 23.0570 : 59%|█████▊ | 8330/14234 [01:57<01:39, 59.19it/s] 8319 23.0570 : 59%|█████▊ | 8337/14234 [01:57<01:39, 59.09it/s] 8339 28.9941 : 59%|█████▊ | 8337/14234 [01:57<01:39, 59.09it/s] 8339 28.9941 : 59%|█████▊ | 8343/14234 [01:57<01:41, 58.06it/s] 8339 28.9941 : 59%|█████▊ | 8349/14234 [01:57<01:40, 58.47it/s] 8339 28.9941 : 59%|█████▊ | 8359/14234 [01:57<01:24, 69.66it/s] 8359 10.5480 : 59%|█████▊ | 8359/14234 [01:57<01:24, 69.66it/s] 8359 10.5480 : 59%|█████▉ | 8370/14234 [01:58<01:14, 78.89it/s] 8379 18.4938 : 59%|█████▉ | 8370/14234 [01:58<01:14, 78.89it/s] 8379 18.4938 : 59%|█████▉ | 8380/14234 [01:58<01:09, 83.68it/s] 8379 18.4938 : 59%|█████▉ | 8389/14234 [01:58<01:09, 83.55it/s] 8379 18.4938 : 59%|█████▉ | 8398/14234 [01:58<01:12, 80.06it/s] 8399 23.8931 : 59%|█████▉ | 8398/14234 [01:58<01:12, 80.06it/s] 8399 23.8931 : 59%|█████▉ | 8407/14234 [01:58<01:17, 75.22it/s] 8399 23.8931 : 59%|█████▉ | 8415/14234 [01:58<01:23, 69.40it/s] 8419 26.5799 : 59%|█████▉ | 8415/14234 [01:58<01:23, 69.40it/s] 8419 26.5799 : 59%|█████▉ | 8423/14234 [01:58<01:32, 62.72it/s] 8419 26.5799 : 59%|█████▉ | 8430/14234 [01:58<01:36, 60.36it/s] 8419 26.5799 : 59%|█████▉ | 8437/14234 [01:59<01:38, 58.94it/s] 8439 25.9767 : 59%|█████▉ | 8437/14234 [01:59<01:38, 58.94it/s] 8439 25.9767 : 59%|█████▉ | 8443/14234 [01:59<01:38, 58.58it/s] 8439 25.9767 : 59%|█████▉ | 8449/14234 [01:59<01:40, 57.53it/s] 8439 25.9767 : 59%|█████▉ | 8455/14234 [01:59<01:41, 57.11it/s] 8459 10.2426 : 59%|█████▉ | 8455/14234 [01:59<01:41, 57.11it/s] 8459 10.2426 : 59%|█████▉ | 8466/14234 [01:59<01:21, 70.56it/s] 8459 10.2426 : 60%|█████▉ | 8477/14234 [01:59<01:11, 80.69it/s] 8479 11.7818 : 60%|█████▉ | 8477/14234 [01:59<01:11, 80.69it/s] 8479 11.7818 : 60%|█████▉ | 8487/14234 [01:59<01:07, 85.65it/s] 8479 11.7818 : 60%|█████▉ | 8496/14234 [01:59<01:07, 85.49it/s] 8499 21.7947 : 60%|█████▉ | 8496/14234 [01:59<01:07, 85.49it/s] 8499 21.7947 : 60%|█████▉ | 8505/14234 [01:59<01:10, 81.53it/s] 8499 21.7947 : 60%|█████▉ | 8514/14234 [02:00<01:15, 75.69it/s] 8519 27.5953 : 60%|█████▉ | 8514/14234 [02:00<01:15, 75.69it/s] 8519 27.5953 : 60%|█████▉ | 8522/14234 [02:00<01:21, 70.29it/s] 8519 27.5953 : 60%|█████▉ | 8530/14234 [02:00<01:29, 63.59it/s] 8519 27.5953 : 60%|█████▉ | 8537/14234 [02:00<01:34, 60.13it/s] 8539 23.2294 : 60%|█████▉ | 8537/14234 [02:00<01:34, 60.13it/s] 8539 23.2294 : 60%|██████ | 8544/14234 [02:00<01:36, 58.98it/s] 8539 23.2294 : 60%|██████ | 8550/14234 [02:00<01:37, 58.37it/s] 8539 23.2294 : 60%|██████ | 8556/14234 [02:00<01:39, 57.13it/s] 8559 26.7142 : 60%|██████ | 8556/14234 [02:00<01:39, 57.13it/s] 8559 26.7142 : 60%|██████ | 8562/14234 [02:00<01:39, 57.27it/s] 8559 26.7142 : 60%|██████ | 8573/14234 [02:01<01:20, 70.70it/s] 8579 10.8181 : 60%|██████ | 8573/14234 [02:01<01:20, 70.70it/s] 8579 10.8181 : 60%|██████ | 8584/14234 [02:01<01:10, 80.42it/s] 8579 10.8181 : 60%|██████ | 8594/14234 [02:01<01:05, 85.67it/s] 8599 21.0236 : 60%|██████ | 8594/14234 [02:01<01:05, 85.67it/s] 8599 21.0236 : 60%|██████ | 8603/14234 [02:01<01:05, 85.51it/s] 8599 21.0236 : 61%|██████ | 8612/14234 [02:01<01:08, 81.82it/s] 8619 23.6948 : 61%|██████ | 8612/14234 [02:01<01:08, 81.82it/s] 8619 23.6948 : 61%|██████ | 8621/14234 [02:01<01:13, 76.40it/s] 8619 23.6948 : 61%|██████ | 8629/14234 [02:01<01:17, 71.94it/s] 8619 23.6948 : 61%|██████ | 8637/14234 [02:01<01:26, 64.93it/s] 8639 22.3323 : 61%|██████ | 8637/14234 [02:01<01:26, 64.93it/s] 8639 22.3323 : 61%|██████ | 8644/14234 [02:02<01:31, 60.89it/s] 8639 22.3323 : 61%|██████ | 8651/14234 [02:02<01:33, 59.52it/s] 8639 22.3323 : 61%|██████ | 8658/14234 [02:02<01:35, 58.42it/s] 8659 29.0121 : 61%|██████ | 8658/14234 [02:02<01:35, 58.42it/s] 8659 29.0121 : 61%|██████ | 8664/14234 [02:02<01:38, 56.82it/s] 8659 29.0121 : 61%|██████ | 8670/14234 [02:02<01:36, 57.37it/s] 8679 10.8890 : 61%|██████ | 8670/14234 [02:02<01:36, 57.37it/s] 8679 10.8890 : 61%|██████ | 8681/14234 [02:02<01:19, 70.10it/s] 8679 10.8890 : 61%|██████ | 8692/14234 [02:02<01:09, 79.87it/s] 8699 14.5365 : 61%|██████ | 8692/14234 [02:02<01:09, 79.87it/s] 8699 14.5365 : 61%|██████ | 8702/14234 [02:02<01:05, 84.41it/s] 8699 14.5365 : 61%|██████ | 8711/14234 [02:02<01:04, 85.21it/s] 8719 23.2896 : 61%|██████ | 8711/14234 [02:03<01:04, 85.21it/s] 8719 23.2896 : 61%|██████▏ | 8720/14234 [02:03<01:07, 81.74it/s] 8719 23.2896 : 61%|██████▏ | 8729/14234 [02:03<01:11, 76.53it/s] 8719 23.2896 : 61%|██████▏ | 8737/14234 [02:03<01:16, 72.16it/s] 8739 26.6184 : 61%|██████▏ | 8737/14234 [02:03<01:16, 72.16it/s] 8739 26.6184 : 61%|██████▏ | 8745/14234 [02:03<01:23, 65.52it/s] 8739 26.6184 : 61%|██████▏ | 8752/14234 [02:03<01:29, 61.33it/s] 8739 26.6184 : 62%|██████▏ | 8759/14234 [02:03<01:31, 59.85it/s] 8759 22.5255 : 62%|██████▏ | 8759/14234 [02:03<01:31, 59.85it/s] 8759 22.5255 : 62%|██████▏ | 8766/14234 [02:03<01:33, 58.57it/s] 8759 22.5255 : 62%|██████▏ | 8772/14234 [02:03<01:35, 56.90it/s] 8779 11.0433 : 62%|██████▏ | 8772/14234 [02:04<01:35, 56.90it/s] 8779 11.0433 : 62%|██████▏ | 8780/14234 [02:04<01:29, 61.25it/s] 8779 11.0433 : 62%|██████▏ | 8791/14234 [02:04<01:14, 73.34it/s] 8799 11.1483 : 62%|██████▏ | 8791/14234 [02:04<01:14, 73.34it/s] 8799 11.1483 : 62%|██████▏ | 8802/14234 [02:04<01:06, 81.32it/s] 8799 11.1483 : 62%|██████▏ | 8812/14234 [02:04<01:03, 84.78it/s] 8819 22.3862 : 62%|██████▏ | 8812/14234 [02:04<01:03, 84.78it/s] 8819 22.3862 : 62%|██████▏ | 8821/14234 [02:04<01:04, 84.27it/s] 8819 22.3862 : 62%|██████▏ | 8830/14234 [02:04<01:06, 80.69it/s] 8819 22.3862 : 62%|██████▏ | 8839/14234 [02:04<01:11, 75.32it/s] 8839 25.8602 : 62%|██████▏ | 8839/14234 [02:04<01:11, 75.32it/s] 8839 25.8602 : 62%|██████▏ | 8847/14234 [02:04<01:16, 70.16it/s] 8839 25.8602 : 62%|██████▏ | 8855/14234 [02:05<01:25, 62.70it/s] 8859 22.4350 : 62%|██████▏ | 8855/14234 [02:05<01:25, 62.70it/s] 8859 22.4350 : 62%|██████▏ | 8862/14234 [02:05<01:29, 59.94it/s] 8859 22.4350 : 62%|██████▏ | 8869/14234 [02:05<01:30, 59.05it/s] 8859 22.4350 : 62%|██████▏ | 8875/14234 [02:05<01:31, 58.25it/s] 8879 22.0982 : 62%|██████▏ | 8875/14234 [02:05<01:31, 58.25it/s] 8879 22.0982 : 62%|██████▏ | 8881/14234 [02:05<01:33, 56.95it/s] 8879 22.0982 : 62%|██████▏ | 8891/14234 [02:05<01:20, 66.75it/s] 8899 11.2935 : 62%|██████▏ | 8891/14234 [02:05<01:20, 66.75it/s] 8899 11.2935 : 63%|██████▎ | 8902/14234 [02:05<01:09, 76.96it/s] 8899 11.2935 : 63%|██████▎ | 8912/14234 [02:05<01:03, 83.24it/s] 8919 15.8670 : 63%|██████▎ | 8912/14234 [02:05<01:03, 83.24it/s] 8919 15.8670 : 63%|██████▎ | 8922/14234 [02:05<01:01, 85.73it/s] 8919 15.8670 : 63%|██████▎ | 8931/14234 [02:06<01:02, 84.53it/s] 8939 23.1249 : 63%|██████▎ | 8931/14234 [02:06<01:02, 84.53it/s] 8939 23.1249 : 63%|██████▎ | 8940/14234 [02:06<01:06, 80.03it/s] 8939 23.1249 : 63%|██████▎ | 8949/14234 [02:06<01:11, 74.36it/s] 8939 23.1249 : 63%|██████▎ | 8957/14234 [02:06<01:17, 67.94it/s] 8959 24.3120 : 63%|██████▎ | 8957/14234 [02:06<01:17, 67.94it/s] 8959 24.3120 : 63%|██████▎ | 8964/14234 [02:06<01:23, 62.86it/s] 8959 24.3120 : 63%|██████▎ | 8971/14234 [02:06<01:27, 59.86it/s] 8959 24.3120 : 63%|██████▎ | 8978/14234 [02:06<01:29, 58.75it/s] 8979 21.6421 : 63%|██████▎ | 8978/14234 [02:06<01:29, 58.75it/s] 8979 21.6421 : 63%|██████▎ | 8984/14234 [02:06<01:30, 57.92it/s] 8979 21.6421 : 63%|██████▎ | 8990/14234 [02:07<01:31, 57.24it/s] 8999 11.4465 : 63%|██████▎ | 8990/14234 [02:07<01:31, 57.24it/s] 8999 11.4465 : 63%|██████▎ | 9001/14234 [02:07<01:14, 69.95it/s] 8999 11.4465 : 63%|██████▎ | 9012/14234 [02:07<01:06, 79.10it/s] 9019 11.6370 : 63%|██████▎ | 9012/14234 [02:07<01:06, 79.10it/s] 9019 11.6370 : 63%|██████▎ | 9022/14234 [02:07<01:01, 84.45it/s] 9019 11.6370 : 63%|██████▎ | 9032/14234 [02:07<01:00, 86.10it/s] 9039 19.3331 : 63%|██████▎ | 9032/14234 [02:07<01:00, 86.10it/s] 9039 19.3331 : 64%|██████▎ | 9041/14234 [02:07<01:02, 83.46it/s] 9039 19.3331 : 64%|██████▎ | 9050/14234 [02:07<01:05, 78.60it/s] 9039 19.3331 : 64%|██████▎ | 9058/14234 [02:07<01:10, 73.62it/s] 9059 28.3447 : 64%|██████▎ | 9058/14234 [02:07<01:10, 73.62it/s] 9059 28.3447 : 64%|██████▎ | 9066/14234 [02:08<01:18, 66.10it/s] 9059 28.3447 : 64%|██████▎ | 9073/14234 [02:08<01:24, 61.23it/s] 9079 20.3837 : 64%|██████▎ | 9073/14234 [02:08<01:24, 61.23it/s] 9079 20.3837 : 64%|██████▍ | 9080/14234 [02:08<01:26, 59.29it/s] 9079 20.3837 : 64%|██████▍ | 9087/14234 [02:08<01:29, 57.82it/s] 9079 20.3837 : 64%|██████▍ | 9093/14234 [02:08<01:31, 56.04it/s] 9099 12.3099 : 64%|██████▍ | 9093/14234 [02:08<01:31, 56.04it/s] 9099 12.3099 : 64%|██████▍ | 9100/14234 [02:08<01:27, 58.48it/s] 9099 12.3099 : 64%|██████▍ | 9111/14234 [02:08<01:11, 71.52it/s] 9119 11.3346 : 64%|██████▍ | 9111/14234 [02:08<01:11, 71.52it/s] 9119 11.3346 : 64%|██████▍ | 9122/14234 [02:08<01:03, 80.29it/s] 9119 11.3346 : 64%|██████▍ | 9132/14234 [02:08<01:00, 84.85it/s] 9139 19.7555 : 64%|██████▍ | 9132/14234 [02:09<01:00, 84.85it/s] 9139 19.7555 : 64%|██████▍ | 9141/14234 [02:09<01:00, 84.88it/s] 9139 19.7555 : 64%|██████▍ | 9150/14234 [02:09<01:02, 81.66it/s] 9139 19.7555 : 64%|██████▍ | 9159/14234 [02:09<01:06, 76.54it/s] 9159 25.7267 : 64%|██████▍ | 9159/14234 [02:09<01:06, 76.54it/s] 9159 25.7267 : 64%|██████▍ | 9167/14234 [02:09<01:11, 70.41it/s] 9159 25.7267 : 64%|██████▍ | 9175/14234 [02:09<01:19, 63.76it/s] 9179 21.2944 : 64%|██████▍ | 9175/14234 [02:09<01:19, 63.76it/s] 9179 21.2944 : 65%|██████▍ | 9182/14234 [02:09<01:24, 60.04it/s] 9179 21.2944 : 65%|██████▍ | 9189/14234 [02:09<01:27, 57.83it/s] 9179 21.2944 : 65%|██████▍ | 9195/14234 [02:09<01:29, 56.46it/s] 9199 24.0018 : 65%|██████▍ | 9195/14234 [02:10<01:29, 56.46it/s] 9199 24.0018 : 65%|██████▍ | 9201/14234 [02:10<01:32, 54.34it/s] 9199 24.0018 : 65%|██████▍ | 9209/14234 [02:10<01:22, 60.69it/s] 9219 12.2185 : 65%|██████▍ | 9209/14234 [02:10<01:22, 60.69it/s] 9219 12.2185 : 65%|██████▍ | 9220/14234 [02:10<01:08, 73.16it/s] 9219 12.2185 : 65%|██████▍ | 9231/14234 [02:10<01:01, 81.59it/s] 9239 15.0279 : 65%|██████▍ | 9231/14234 [02:10<01:01, 81.59it/s] 9239 15.0279 : 65%|██████▍ | 9241/14234 [02:10<00:58, 85.63it/s] 9239 15.0279 : 65%|██████▍ | 9250/14234 [02:10<00:58, 84.76it/s] 9239 15.0279 : 65%|██████▌ | 9259/14234 [02:10<01:01, 80.70it/s] 9259 22.9412 : 65%|██████▌ | 9259/14234 [02:10<01:01, 80.70it/s] 9259 22.9412 : 65%|██████▌ | 9268/14234 [02:10<01:05, 75.42it/s] 9259 22.9412 : 65%|██████▌ | 9276/14234 [02:11<01:12, 68.85it/s] 9279 25.1523 : 65%|██████▌ | 9276/14234 [02:11<01:12, 68.85it/s] 9279 25.1523 : 65%|██████▌ | 9284/14234 [02:11<01:20, 61.75it/s] 9279 25.1523 : 65%|██████▌ | 9291/14234 [02:11<01:23, 58.90it/s] 9279 25.1523 : 65%|██████▌ | 9298/14234 [02:11<01:26, 57.14it/s] 9299 22.0704 : 65%|██████▌ | 9298/14234 [02:11<01:26, 57.14it/s] 9299 22.0704 : 65%|██████▌ | 9304/14234 [02:11<01:28, 55.96it/s] 9299 22.0704 : 65%|██████▌ | 9310/14234 [02:11<01:31, 53.98it/s] 9319 12.4192 : 65%|██████▌ | 9310/14234 [02:11<01:31, 53.98it/s] 9319 12.4192 : 65%|██████▌ | 9320/14234 [02:11<01:15, 65.34it/s] 9319 12.4192 : 66%|██████▌ | 9331/14234 [02:11<01:04, 76.53it/s] 9339 12.6801 : 66%|██████▌ | 9331/14234 [02:11<01:04, 76.53it/s] 9339 12.6801 : 66%|██████▌ | 9341/14234 [02:12<00:59, 82.67it/s] 9339 12.6801 : 66%|██████▌ | 9351/14234 [02:12<00:57, 85.14it/s] 9359 19.6645 : 66%|██████▌ | 9351/14234 [02:12<00:57, 85.14it/s] 9359 19.6645 : 66%|██████▌ | 9360/14234 [02:12<00:58, 83.12it/s] 9359 19.6645 : 66%|██████▌ | 9369/14234 [02:12<01:01, 78.82it/s] 9359 19.6645 : 66%|██████▌ | 9378/14234 [02:12<01:06, 73.40it/s] 9379 27.0380 : 66%|██████▌ | 9378/14234 [02:12<01:06, 73.40it/s] 9379 27.0380 : 66%|██████▌ | 9386/14234 [02:12<01:13, 66.37it/s] 9379 27.0380 : 66%|██████▌ | 9393/14234 [02:12<01:18, 61.46it/s] 9399 20.2191 : 66%|██████▌ | 9393/14234 [02:12<01:18, 61.46it/s] 9399 20.2191 : 66%|██████▌ | 9400/14234 [02:12<01:22, 58.44it/s] 9399 20.2191 : 66%|██████▌ | 9406/14234 [02:13<01:25, 56.79it/s] 9399 20.2191 : 66%|██████▌ | 9412/14234 [02:13<01:26, 55.76it/s] 9399 20.2191 : 66%|██████▌ | 9418/14234 [02:13<01:28, 54.63it/s] 9419 12.6668 : 66%|██████▌ | 9418/14234 [02:13<01:28, 54.63it/s] 9419 12.6668 : 66%|██████▌ | 9429/14234 [02:13<01:10, 68.01it/s] 9439 12.7992 : 66%|██████▌ | 9429/14234 [02:13<01:10, 68.01it/s] 9439 12.7992 : 66%|██████▋ | 9440/14234 [02:13<01:01, 78.05it/s] 9439 12.7992 : 66%|██████▋ | 9450/14234 [02:13<00:57, 83.15it/s] 9439 12.7992 : 66%|██████▋ | 9459/14234 [02:13<00:56, 84.11it/s] 9459 20.5594 : 66%|██████▋ | 9459/14234 [02:13<00:56, 84.11it/s] 9459 20.5594 : 67%|██████▋ | 9468/14234 [02:13<00:58, 81.85it/s] 9459 20.5594 : 67%|██████▋ | 9477/14234 [02:13<01:01, 77.54it/s] 9479 24.7859 : 67%|██████▋ | 9477/14234 [02:13<01:01, 77.54it/s] 9479 24.7859 : 67%|██████▋ | 9485/14234 [02:14<01:06, 71.89it/s] 9479 24.7859 : 67%|██████▋ | 9493/14234 [02:14<01:13, 64.22it/s] 9499 22.9388 : 67%|██████▋ | 9493/14234 [02:14<01:13, 64.22it/s] 9499 22.9388 : 67%|██████▋ | 9500/14234 [02:14<01:19, 59.62it/s] 9499 22.9388 : 67%|██████▋ | 9507/14234 [02:14<01:23, 56.88it/s] 9499 22.9388 : 67%|██████▋ | 9513/14234 [02:14<01:25, 54.98it/s] 9499 22.9388 : 67%|██████▋ | 9519/14234 [02:14<01:27, 53.64it/s] 9519 27.0775 : 67%|██████▋ | 9519/14234 [02:14<01:27, 53.64it/s] 9519 27.0775 : 67%|██████▋ | 9525/14234 [02:14<01:28, 52.94it/s] 9519 27.0775 : 67%|██████▋ | 9536/14234 [02:14<01:10, 66.59it/s] 9539 13.3327 : 67%|██████▋ | 9536/14234 [02:15<01:10, 66.59it/s] 9539 13.3327 : 67%|██████▋ | 9547/14234 [02:15<01:00, 76.99it/s] 9539 13.3327 : 67%|██████▋ | 9557/14234 [02:15<00:56, 82.78it/s] 9559 17.7940 : 67%|██████▋ | 9557/14234 [02:15<00:56, 82.78it/s] 9559 17.7940 : 67%|██████▋ | 9566/14234 [02:15<00:55, 83.76it/s] 9559 17.7940 : 67%|██████▋ | 9575/14234 [02:15<00:56, 82.01it/s] 9579 23.6938 : 67%|██████▋ | 9575/14234 [02:15<00:56, 82.01it/s] 9579 23.6938 : 67%|██████▋ | 9584/14234 [02:15<01:00, 77.33it/s] 9579 23.6938 : 67%|██████▋ | 9592/14234 [02:15<01:04, 71.93it/s] 9599 26.7951 : 67%|██████▋ | 9592/14234 [02:15<01:04, 71.93it/s] 9599 26.7951 : 67%|██████▋ | 9600/14234 [02:15<01:12, 63.95it/s] 9599 26.7951 : 67%|██████▋ | 9607/14234 [02:15<01:17, 59.98it/s] 9599 26.7951 : 68%|██████▊ | 9614/14234 [02:16<01:21, 56.74it/s] 9619 20.2484 : 68%|██████▊ | 9614/14234 [02:16<01:21, 56.74it/s] 9619 20.2484 : 68%|██████▊ | 9620/14234 [02:16<01:22, 55.71it/s] 9619 20.2484 : 68%|██████▊ | 9626/14234 [02:16<01:23, 55.04it/s] 9619 20.2484 : 68%|██████▊ | 9632/14234 [02:16<01:25, 53.91it/s] 9639 13.4475 : 68%|██████▊ | 9632/14234 [02:16<01:25, 53.91it/s] 9639 13.4475 : 68%|██████▊ | 9643/14234 [02:16<01:08, 66.98it/s] 9639 13.4475 : 68%|██████▊ | 9654/14234 [02:16<00:59, 77.15it/s] 9659 16.1641 : 68%|██████▊ | 9654/14234 [02:16<00:59, 77.15it/s] 9659 16.1641 : 68%|██████▊ | 9664/14234 [02:16<00:56, 81.48it/s] 9659 16.1641 : 68%|██████▊ | 9673/14234 [02:16<00:55, 81.63it/s] 9679 19.7155 : 68%|██████▊ | 9673/14234 [02:16<00:55, 81.63it/s] 9679 19.7155 : 68%|██████▊ | 9682/14234 [02:16<00:56, 80.09it/s] 9679 19.7155 : 68%|██████▊ | 9691/14234 [02:17<00:59, 76.05it/s] 9679 19.7155 : 68%|██████▊ | 9699/14234 [02:17<01:03, 71.21it/s] 9699 26.3368 : 68%|██████▊ | 9699/14234 [02:17<01:03, 71.21it/s] 9699 26.3368 : 68%|██████▊ | 9707/14234 [02:17<01:10, 63.87it/s] 9699 26.3368 : 68%|██████▊ | 9714/14234 [02:17<01:14, 60.27it/s] 9719 23.7506 : 68%|██████▊ | 9714/14234 [02:17<01:14, 60.27it/s] 9719 23.7506 : 68%|██████▊ | 9721/14234 [02:17<01:17, 58.46it/s] 9719 23.7506 : 68%|██████▊ | 9727/14234 [02:17<01:19, 56.91it/s] 9719 23.7506 : 68%|██████▊ | 9733/14234 [02:17<01:19, 56.34it/s] 9719 23.7506 : 68%|██████▊ | 9739/14234 [02:18<01:20, 55.66it/s] 9739 13.6899 : 68%|██████▊ | 9739/14234 [02:18<01:20, 55.66it/s] 9739 13.6899 : 68%|██████▊ | 9750/14234 [02:18<01:05, 68.65it/s] 9759 13.9014 : 68%|██████▊ | 9750/14234 [02:18<01:05, 68.65it/s] 9759 13.9014 : 69%|██████▊ | 9761/14234 [02:18<00:57, 77.70it/s] 9759 13.9014 : 69%|██████▊ | 9771/14234 [02:18<00:54, 81.44it/s] 9779 22.7844 : 69%|██████▊ | 9771/14234 [02:18<00:54, 81.44it/s] 9779 22.7844 : 69%|██████▊ | 9780/14234 [02:18<00:55, 80.79it/s] 9779 22.7844 : 69%|██████▉ | 9789/14234 [02:18<00:56, 79.00it/s] 9779 22.7844 : 69%|██████▉ | 9797/14234 [02:18<00:58, 75.43it/s] 9799 28.3926 : 69%|██████▉ | 9797/14234 [02:18<00:58, 75.43it/s] 9799 28.3926 : 69%|██████▉ | 9805/14234 [02:18<01:02, 70.92it/s] 9799 28.3926 : 69%|██████▉ | 9813/14234 [02:18<01:08, 65.00it/s] 9819 26.7479 : 69%|██████▉ | 9813/14234 [02:19<01:08, 65.00it/s] 9819 26.7479 : 69%|██████▉ | 9820/14234 [02:19<01:13, 60.12it/s] 9819 26.7479 : 69%|██████▉ | 9827/14234 [02:19<01:15, 58.00it/s] 9819 26.7479 : 69%|██████▉ | 9833/14234 [02:19<01:15, 58.02it/s] 9819 26.7479 : 69%|██████▉ | 9839/14234 [02:19<01:15, 58.27it/s] 9839 24.1046 : 69%|██████▉ | 9839/14234 [02:19<01:15, 58.27it/s] 9839 24.1046 : 69%|██████▉ | 9845/14234 [02:19<01:15, 58.02it/s] 9839 24.1046 : 69%|██████▉ | 9855/14234 [02:19<01:03, 68.70it/s] 9859 13.5169 : 69%|██████▉ | 9855/14234 [02:19<01:03, 68.70it/s] 9859 13.5169 : 69%|██████▉ | 9866/14234 [02:19<00:55, 78.59it/s] 9859 13.5169 : 69%|██████▉ | 9876/14234 [02:19<00:52, 83.53it/s] 9879 16.3685 : 69%|██████▉ | 9876/14234 [02:19<00:52, 83.53it/s] 9879 16.3685 : 69%|██████▉ | 9885/14234 [02:19<00:51, 84.69it/s] 9879 16.3685 : 70%|██████▉ | 9894/14234 [02:20<00:52, 83.02it/s] 9899 21.2472 : 70%|██████▉ | 9894/14234 [02:20<00:52, 83.02it/s] 9899 21.2472 : 70%|██████▉ | 9903/14234 [02:20<00:54, 79.71it/s] 9899 21.2472 : 70%|██████▉ | 9912/14234 [02:20<00:57, 75.07it/s] 9919 26.5133 : 70%|██████▉ | 9912/14234 [02:20<00:57, 75.07it/s] 9919 26.5133 : 70%|██████▉ | 9920/14234 [02:20<01:01, 69.74it/s] 9919 26.5133 : 70%|██████▉ | 9928/14234 [02:20<01:06, 64.67it/s] 9919 26.5133 : 70%|██████▉ | 9935/14234 [02:20<01:11, 59.85it/s] 9939 28.9278 : 70%|██████▉ | 9935/14234 [02:20<01:11, 59.85it/s] 9939 28.9278 : 70%|██████▉ | 9942/14234 [02:20<01:15, 57.15it/s] 9939 28.9278 : 70%|██████▉ | 9948/14234 [02:21<01:15, 57.01it/s] 9939 28.9278 : 70%|██████▉ | 9955/14234 [02:21<01:11, 59.75it/s] 9959 15.5562 : 70%|██████▉ | 9955/14234 [02:21<01:11, 59.75it/s] 9959 15.5562 : 70%|███████ | 9965/14234 [02:21<01:01, 69.87it/s] 9959 15.5562 : 70%|███████ | 9975/14234 [02:21<00:54, 77.70it/s] 9979 13.7731 : 70%|███████ | 9975/14234 [02:21<00:54, 77.70it/s] 9979 13.7731 : 70%|███████ | 9985/14234 [02:21<00:51, 82.57it/s] 9979 13.7731 : 70%|███████ | 9994/14234 [02:21<00:50, 84.51it/s] 9999 17.8908 : 70%|███████ | 9994/14234 [02:21<00:50, 84.51it/s] 9999 17.8908 : 70%|███████ | 10003/14234 [02:21<00:50, 83.99it/s] 9999 17.8908 : 70%|███████ | 10012/14234 [02:21<00:51, 82.22it/s] 10019 26.7457 : 70%|███████ | 10012/14234 [02:21<00:51, 82.22it/s] 10019 26.7457 : 70%|███████ | 10021/14234 [02:21<00:52, 79.53it/s] 10019 26.7457 : 70%|███████ | 10030/14234 [02:22<00:57, 72.97it/s] 10019 26.7457 : 71%|███████ | 10038/14234 [02:22<01:01, 68.02it/s] 10039 24.7730 : 71%|███████ | 10038/14234 [02:22<01:01, 68.02it/s] 10039 24.7730 : 71%|███████ | 10045/14234 [02:22<01:06, 63.23it/s] 10039 24.7730 : 71%|███████ | 10052/14234 [02:22<01:09, 59.79it/s] 10039 24.7730 : 71%|███████ | 10059/14234 [02:22<01:13, 56.96it/s] 10059 15.2028 : 71%|███████ | 10059/14234 [02:22<01:13, 56.96it/s] 10059 15.2028 : 71%|███████ | 10068/14234 [02:22<01:04, 64.94it/s] 10059 15.2028 : 71%|███████ | 10079/14234 [02:22<00:55, 74.88it/s] 10079 13.9791 : 71%|███████ | 10079/14234 [02:22<00:55, 74.88it/s] 10079 13.9791 : 71%|███████ | 10089/14234 [02:22<00:51, 81.16it/s] 10079 13.9791 : 71%|███████ | 10099/14234 [02:22<00:49, 84.34it/s] 10099 15.8861 : 71%|███████ | 10099/14234 [02:22<00:49, 84.34it/s] 10099 15.8861 : 71%|███████ | 10108/14234 [02:23<00:49, 84.11it/s] 10099 15.8861 : 71%|███████ | 10117/14234 [02:23<00:49, 83.71it/s] 10119 23.6052 : 71%|███████ | 10117/14234 [02:23<00:49, 83.71it/s] 10119 23.6052 : 71%|███████ | 10126/14234 [02:23<00:49, 82.44it/s] 10119 23.6052 : 71%|███████ | 10135/14234 [02:23<00:51, 79.16it/s] 10139 22.9179 : 71%|███████ | 10135/14234 [02:23<00:51, 79.16it/s] 10139 22.9179 : 71%|███████▏ | 10143/14234 [02:23<00:56, 72.16it/s] 10139 22.9179 : 71%|███████▏ | 10151/14234 [02:23<01:00, 67.59it/s] 10139 22.9179 : 71%|███████▏ | 10158/14234 [02:23<01:03, 64.08it/s] 10159 28.4024 : 71%|███████▏ | 10158/14234 [02:23<01:03, 64.08it/s] 10159 28.4024 : 71%|███████▏ | 10165/14234 [02:23<01:08, 59.26it/s] 10159 28.4024 : 71%|███████▏ | 10173/14234 [02:24<01:03, 64.37it/s] 10179 13.3806 : 71%|███████▏ | 10173/14234 [02:24<01:03, 64.37it/s] 10179 13.3806 : 72%|███████▏ | 10184/14234 [02:24<00:54, 74.37it/s] 10179 13.3806 : 72%|███████▏ | 10195/14234 [02:24<00:49, 81.79it/s] 10199 14.8483 : 72%|███████▏ | 10195/14234 [02:24<00:49, 81.79it/s] 10199 14.8483 : 72%|███████▏ | 10205/14234 [02:24<00:47, 85.27it/s] 10199 14.8483 : 72%|███████▏ | 10214/14234 [02:24<00:46, 85.87it/s] 10219 20.3905 : 72%|███████▏ | 10214/14234 [02:24<00:46, 85.87it/s] 10219 20.3905 : 72%|███████▏ | 10223/14234 [02:24<00:46, 85.57it/s] 10219 20.3905 : 72%|███████▏ | 10232/14234 [02:24<00:47, 84.91it/s] 10239 27.4392 : 72%|███████▏ | 10232/14234 [02:24<00:47, 84.91it/s] 10239 27.4392 : 72%|███████▏ | 10241/14234 [02:24<00:47, 84.08it/s] 10239 27.4392 : 72%|███████▏ | 10250/14234 [02:24<00:50, 79.39it/s] 10239 27.4392 : 72%|███████▏ | 10259/14234 [02:25<00:55, 71.02it/s] 10259 25.7611 : 72%|███████▏ | 10259/14234 [02:25<00:55, 71.02it/s] 10259 25.7611 : 72%|███████▏ | 10267/14234 [02:25<00:59, 66.75it/s] 10259 25.7611 : 72%|███████▏ | 10274/14234 [02:25<01:02, 63.57it/s] 10279 13.5890 : 72%|███████▏ | 10274/14234 [02:25<01:02, 63.57it/s] 10279 13.5890 : 72%|███████▏ | 10284/14234 [02:25<00:54, 72.17it/s] 10279 13.5890 : 72%|███████▏ | 10295/14234 [02:25<00:48, 80.50it/s] 10299 14.5486 : 72%|███████▏ | 10295/14234 [02:25<00:48, 80.50it/s] 10299 14.5486 : 72%|███████▏ | 10306/14234 [02:25<00:45, 86.12it/s] 10299 14.5486 : 72%|███████▏ | 10316/14234 [02:25<00:44, 88.64it/s] 10319 23.6698 : 72%|███████▏ | 10316/14234 [02:25<00:44, 88.64it/s] 10319 23.6698 : 73%|███████▎ | 10326/14234 [02:25<00:43, 88.84it/s] 10319 23.6698 : 73%|███████▎ | 10335/14234 [02:26<00:43, 88.77it/s] 10339 22.6019 : 73%|███████▎ | 10335/14234 [02:26<00:43, 88.77it/s] 10339 22.6019 : 73%|███████▎ | 10344/14234 [02:26<00:44, 87.76it/s] 10339 22.6019 : 73%|███████▎ | 10353/14234 [02:26<00:44, 87.24it/s] 10359 23.1799 : 73%|███████▎ | 10353/14234 [02:26<00:44, 87.24it/s] 10359 23.1799 : 73%|███████▎ | 10362/14234 [02:26<00:46, 82.53it/s] 10359 23.1799 : 73%|███████▎ | 10371/14234 [02:26<00:52, 73.88it/s] 10359 23.1799 : 73%|███████▎ | 10379/14234 [02:26<00:57, 67.25it/s] 10379 25.7862 : 73%|███████▎ | 10379/14234 [02:26<00:57, 67.25it/s] 10379 25.7862 : 73%|███████▎ | 10388/14234 [02:26<00:52, 72.65it/s] 10379 25.7862 : 73%|███████▎ | 10399/14234 [02:26<00:47, 80.96it/s] 10399 13.7753 : 73%|███████▎ | 10399/14234 [02:26<00:47, 80.96it/s] 10399 13.7753 : 73%|███████▎ | 10410/14234 [02:26<00:43, 87.20it/s] 10419 13.8140 : 73%|███████▎ | 10410/14234 [02:27<00:43, 87.20it/s] 10419 13.8140 : 73%|███████▎ | 10421/14234 [02:27<00:41, 91.74it/s] 10419 13.8140 : 73%|███████▎ | 10431/14234 [02:27<00:40, 93.01it/s] 10439 24.4303 : 73%|███████▎ | 10431/14234 [02:27<00:40, 93.01it/s] 10439 24.4303 : 73%|███████▎ | 10441/14234 [02:27<00:41, 92.31it/s] 10439 24.4303 : 73%|███████▎ | 10451/14234 [02:27<00:41, 91.66it/s] 10459 24.3311 : 73%|███████▎ | 10451/14234 [02:27<00:41, 91.66it/s] 10459 24.3311 : 73%|███████▎ | 10461/14234 [02:27<00:41, 91.08it/s] 10459 24.3311 : 74%|███████▎ | 10471/14234 [02:27<00:41, 90.24it/s] 10479 24.1648 : 74%|███████▎ | 10471/14234 [02:27<00:41, 90.24it/s] 10479 24.1648 : 74%|███████▎ | 10481/14234 [02:27<00:44, 84.67it/s] 10479 24.1648 : 74%|███████▎ | 10490/14234 [02:27<00:47, 79.24it/s] 10499 12.7110 : 74%|███████▎ | 10490/14234 [02:27<00:47, 79.24it/s] 10499 12.7110 : 74%|███████▍ | 10501/14234 [02:28<00:43, 85.65it/s] 10499 12.7110 : 74%|███████▍ | 10512/14234 [02:28<00:40, 90.93it/s] 10519 14.1372 : 74%|███████▍ | 10512/14234 [02:28<00:40, 90.93it/s] 10519 14.1372 : 74%|███████▍ | 10523/14234 [02:28<00:39, 94.75it/s] 10519 14.1372 : 74%|███████▍ | 10534/14234 [02:28<00:38, 96.56it/s] 10539 15.1433 : 74%|███████▍ | 10534/14234 [02:28<00:38, 96.56it/s] 10539 15.1433 : 74%|███████▍ | 10544/14234 [02:28<00:38, 95.81it/s] 10539 15.1433 : 74%|███████▍ | 10554/14234 [02:28<00:38, 94.97it/s] 10559 22.4374 : 74%|███████▍ | 10554/14234 [02:28<00:38, 94.97it/s] 10559 22.4374 : 74%|███████▍ | 10564/14234 [02:28<00:39, 92.94it/s] 10559 22.4374 : 74%|███████▍ | 10574/14234 [02:28<00:39, 92.40it/s] 10579 26.2383 : 74%|███████▍ | 10574/14234 [02:28<00:39, 92.40it/s] 10579 26.2383 : 74%|███████▍ | 10584/14234 [02:28<00:40, 90.99it/s] 10579 26.2383 : 74%|███████▍ | 10594/14234 [02:29<00:42, 85.73it/s] 10599 11.6595 : 74%|███████▍ | 10594/14234 [02:29<00:42, 85.73it/s] 10599 11.6595 : 74%|███████▍ | 10604/14234 [02:29<00:40, 89.43it/s] 10599 11.6595 : 75%|███████▍ | 10615/14234 [02:29<00:38, 94.46it/s] 10619 13.0491 : 75%|███████▍ | 10615/14234 [02:29<00:38, 94.46it/s] 10619 13.0491 : 75%|███████▍ | 10626/14234 [02:29<00:36, 97.74it/s] 10619 13.0491 : 75%|███████▍ | 10637/14234 [02:29<00:36, 99.03it/s] 10639 12.8400 : 75%|███████▍ | 10637/14234 [02:29<00:36, 99.03it/s] 10639 12.8400 : 75%|███████▍ | 10647/14234 [02:29<00:36, 98.55it/s] 10639 12.8400 : 75%|███████▍ | 10657/14234 [02:29<00:36, 97.13it/s] 10659 16.9341 : 75%|███████▍ | 10657/14234 [02:29<00:36, 97.13it/s] 10659 16.9341 : 75%|███████▍ | 10667/14234 [02:29<00:37, 95.88it/s] 10659 16.9341 : 75%|███████▌ | 10677/14234 [02:29<00:38, 93.47it/s] 10679 24.3621 : 75%|███████▌ | 10677/14234 [02:29<00:38, 93.47it/s] 10679 24.3621 : 75%|███████▌ | 10687/14234 [02:29<00:38, 92.64it/s] 10679 24.3621 : 75%|███████▌ | 10697/14234 [02:30<00:39, 90.39it/s] 10699 28.6493 : 75%|███████▌ | 10697/14234 [02:30<00:39, 90.39it/s] 10699 28.6493 : 75%|███████▌ | 10707/14234 [02:30<00:39, 89.71it/s] 10699 28.6493 : 75%|███████▌ | 10718/14234 [02:30<00:37, 94.41it/s] 10719 12.1005 : 75%|███████▌ | 10718/14234 [02:30<00:37, 94.41it/s] 10719 12.1005 : 75%|███████▌ | 10729/14234 [02:30<00:35, 97.80it/s] 10739 12.6297 : 75%|███████▌ | 10729/14234 [02:30<00:35, 97.80it/s] 10739 12.6297 : 75%|███████▌ | 10740/14234 [02:30<00:35, 99.46it/s] 10739 12.6297 : 76%|███████▌ | 10750/14234 [02:30<00:35, 99.33it/s] 10759 15.0498 : 76%|███████▌ | 10750/14234 [02:30<00:35, 99.33it/s] 10759 15.0498 : 76%|███████▌ | 10760/14234 [02:30<00:35, 97.68it/s] 10759 15.0498 : 76%|███████▌ | 10770/14234 [02:30<00:35, 96.49it/s] 10779 23.9536 : 76%|███████▌ | 10770/14234 [02:30<00:35, 96.49it/s] 10779 23.9536 : 76%|███████▌ | 10780/14234 [02:30<00:36, 94.63it/s] 10779 23.9536 : 76%|███████▌ | 10790/14234 [02:31<00:37, 92.17it/s] 10799 27.5488 : 76%|███████▌ | 10790/14234 [02:31<00:37, 92.17it/s] 10799 27.5488 : 76%|███████▌ | 10800/14234 [02:31<00:38, 90.26it/s] 10799 27.5488 : 76%|███████▌ | 10810/14234 [02:31<00:39, 87.63it/s] 10819 11.5063 : 76%|███████▌ | 10810/14234 [02:31<00:39, 87.63it/s] 10819 11.5063 : 76%|███████▌ | 10821/14234 [02:31<00:36, 92.73it/s] 10819 11.5063 : 76%|███████▌ | 10832/14234 [02:31<00:35, 96.64it/s] 10839 12.3248 : 76%|███████▌ | 10832/14234 [02:31<00:35, 96.64it/s] 10839 12.3248 : 76%|███████▌ | 10843/14234 [02:31<00:34, 98.45it/s] 10839 12.3248 : 76%|███████▌ | 10853/14234 [02:31<00:34, 98.74it/s] 10859 14.8720 : 76%|███████▌ | 10853/14234 [02:31<00:34, 98.74it/s] 10859 14.8720 : 76%|███████▋ | 10863/14234 [02:31<00:34, 97.96it/s] 10859 14.8720 : 76%|███████▋ | 10873/14234 [02:31<00:34, 96.84it/s] 10879 24.5982 : 76%|███████▋ | 10873/14234 [02:31<00:34, 96.84it/s] 10879 24.5982 : 76%|███████▋ | 10883/14234 [02:32<00:35, 94.66it/s] 10879 24.5982 : 77%|███████▋ | 10893/14234 [02:32<00:36, 92.35it/s] 10899 25.3846 : 77%|███████▋ | 10893/14234 [02:32<00:36, 92.35it/s] 10899 25.3846 : 77%|███████▋ | 10903/14234 [02:32<00:36, 90.57it/s] 10899 25.3846 : 77%|███████▋ | 10913/14234 [02:32<00:37, 88.36it/s] 10919 12.0638 : 77%|███████▋ | 10913/14234 [02:32<00:37, 88.36it/s] 10919 12.0638 : 77%|███████▋ | 10923/14234 [02:32<00:36, 90.40it/s] 10919 12.0638 : 77%|███████▋ | 10934/14234 [02:32<00:34, 94.90it/s] 10939 11.9731 : 77%|███████▋ | 10934/14234 [02:32<00:34, 94.90it/s] 10939 11.9731 : 77%|███████▋ | 10945/14234 [02:32<00:33, 97.53it/s] 10939 11.9731 : 77%|███████▋ | 10955/14234 [02:32<00:33, 97.92it/s] 10959 14.9135 : 77%|███████▋ | 10955/14234 [02:32<00:33, 97.92it/s] 10959 14.9135 : 77%|███████▋ | 10965/14234 [02:32<00:33, 97.41it/s] 10959 14.9135 : 77%|███████▋ | 10975/14234 [02:32<00:33, 96.56it/s] 10979 22.7600 : 77%|███████▋ | 10975/14234 [02:33<00:33, 96.56it/s] 10979 22.7600 : 77%|███████▋ | 10985/14234 [02:33<00:34, 95.00it/s] 10979 22.7600 : 77%|███████▋ | 10995/14234 [02:33<00:34, 93.00it/s] 10999 25.5383 : 77%|███████▋ | 10995/14234 [02:33<00:34, 93.00it/s] 10999 25.5383 : 77%|███████▋ | 11005/14234 [02:33<00:35, 90.30it/s] 10999 25.5383 : 77%|███████▋ | 11015/14234 [02:33<00:36, 87.73it/s] 11019 22.4059 : 77%|███████▋ | 11015/14234 [02:33<00:36, 87.73it/s] 11019 22.4059 : 77%|███████▋ | 11024/14234 [02:33<00:37, 84.57it/s] 11019 22.4059 : 78%|███████▊ | 11035/14234 [02:33<00:35, 90.48it/s] 11039 11.4153 : 78%|███████▊ | 11035/14234 [02:33<00:35, 90.48it/s] 11039 11.4153 : 78%|███████▊ | 11046/14234 [02:33<00:33, 94.60it/s] 11039 11.4153 : 78%|███████▊ | 11056/14234 [02:33<00:33, 96.05it/s] 11059 12.4333 : 78%|███████▊ | 11056/14234 [02:33<00:33, 96.05it/s] 11059 12.4333 : 78%|███████▊ | 11066/14234 [02:33<00:32, 96.02it/s] 11059 12.4333 : 78%|███████▊ | 11076/14234 [02:34<00:32, 95.91it/s] 11079 16.6073 : 78%|███████▊ | 11076/14234 [02:34<00:32, 95.91it/s] 11079 16.6073 : 78%|███████▊ | 11086/14234 [02:34<00:33, 93.76it/s] 11079 16.6073 : 78%|███████▊ | 11096/14234 [02:34<00:34, 92.18it/s] 11099 23.8083 : 78%|███████▊ | 11096/14234 [02:34<00:34, 92.18it/s] 11099 23.8083 : 78%|███████▊ | 11106/14234 [02:34<00:35, 89.06it/s] 11099 23.8083 : 78%|███████▊ | 11115/14234 [02:34<00:36, 86.03it/s] 11119 27.5578 : 78%|███████▊ | 11115/14234 [02:34<00:36, 86.03it/s] 11119 27.5578 : 78%|███████▊ | 11124/14234 [02:34<00:37, 82.31it/s] 11119 27.5578 : 78%|███████▊ | 11133/14234 [02:34<00:38, 81.47it/s] 11139 12.2622 : 78%|███████▊ | 11133/14234 [02:34<00:38, 81.47it/s] 11139 12.2622 : 78%|███████▊ | 11144/14234 [02:34<00:34, 88.35it/s] 11139 12.2622 : 78%|███████▊ | 11155/14234 [02:34<00:33, 93.02it/s] 11159 12.6573 : 78%|███████▊ | 11155/14234 [02:35<00:33, 93.02it/s] 11159 12.6573 : 78%|███████▊ | 11165/14234 [02:35<00:32, 94.35it/s] 11159 12.6573 : 79%|███████▊ | 11175/14234 [02:35<00:31, 95.73it/s] 11179 13.3701 : 79%|███████▊ | 11175/14234 [02:35<00:31, 95.73it/s] 11179 13.3701 : 79%|███████▊ | 11185/14234 [02:35<00:31, 95.80it/s] 11179 13.3701 : 79%|███████▊ | 11195/14234 [02:35<00:32, 94.80it/s] 11199 23.8475 : 79%|███████▊ | 11195/14234 [02:35<00:32, 94.80it/s] 11199 23.8475 : 79%|███████▊ | 11205/14234 [02:35<00:32, 92.42it/s] 11199 23.8475 : 79%|███████▉ | 11215/14234 [02:35<00:33, 89.12it/s] 11219 26.4908 : 79%|███████▉ | 11215/14234 [02:35<00:33, 89.12it/s] 11219 26.4908 : 79%|███████▉ | 11224/14234 [02:35<00:34, 86.28it/s] 11219 26.4908 : 79%|███████▉ | 11233/14234 [02:35<00:36, 81.87it/s] 11239 12.0414 : 79%|███████▉ | 11233/14234 [02:35<00:36, 81.87it/s] 11239 12.0414 : 79%|███████▉ | 11242/14234 [02:35<00:36, 82.61it/s] 11239 12.0414 : 79%|███████▉ | 11253/14234 [02:36<00:33, 88.83it/s] 11259 12.8850 : 79%|███████▉ | 11253/14234 [02:36<00:33, 88.83it/s] 11259 12.8850 : 79%|███████▉ | 11263/14234 [02:36<00:32, 91.32it/s] 11259 12.8850 : 79%|███████▉ | 11273/14234 [02:36<00:31, 93.39it/s] 11279 13.8766 : 79%|███████▉ | 11273/14234 [02:36<00:31, 93.39it/s] 11279 13.8766 : 79%|███████▉ | 11283/14234 [02:36<00:31, 93.98it/s] 11279 13.8766 : 79%|███████▉ | 11293/14234 [02:36<00:31, 94.17it/s] 11299 25.0967 : 79%|███████▉ | 11293/14234 [02:36<00:31, 94.17it/s] 11299 25.0967 : 79%|███████▉ | 11303/14234 [02:36<00:31, 92.49it/s] 11299 25.0967 : 79%|███████▉ | 11313/14234 [02:36<00:32, 89.73it/s] 11319 29.2896 : 79%|███████▉ | 11313/14234 [02:36<00:32, 89.73it/s] 11319 29.2896 : 80%|███████▉ | 11323/14234 [02:36<00:33, 86.37it/s] 11319 29.2896 : 80%|███████▉ | 11332/14234 [02:36<00:35, 80.91it/s] 11339 21.2069 : 80%|███████▉ | 11332/14234 [02:37<00:35, 80.91it/s] 11339 21.2069 : 80%|███████▉ | 11341/14234 [02:37<00:38, 75.01it/s] 11339 21.2069 : 80%|███████▉ | 11349/14234 [02:37<00:38, 75.80it/s] 11359 11.9725 : 80%|███████▉ | 11349/14234 [02:37<00:38, 75.80it/s] 11359 11.9725 : 80%|███████▉ | 11360/14234 [02:37<00:34, 82.81it/s] 11359 11.9725 : 80%|███████▉ | 11370/14234 [02:37<00:33, 86.59it/s] 11379 13.5055 : 80%|███████▉ | 11370/14234 [02:37<00:33, 86.59it/s] 11379 13.5055 : 80%|███████▉ | 11380/14234 [02:37<00:32, 88.92it/s] 11379 13.5055 : 80%|████████ | 11390/14234 [02:37<00:31, 90.41it/s] 11399 16.6674 : 80%|████████ | 11390/14234 [02:37<00:31, 90.41it/s] 11399 16.6674 : 80%|████████ | 11400/14234 [02:37<00:31, 90.81it/s] 11399 16.6674 : 80%|████████ | 11410/14234 [02:37<00:31, 89.64it/s] 11419 25.7611 : 80%|████████ | 11410/14234 [02:38<00:31, 89.64it/s] 11419 25.7611 : 80%|████████ | 11420/14234 [02:38<00:32, 86.60it/s] 11419 25.7611 : 80%|████████ | 11429/14234 [02:38<00:33, 83.91it/s] 11419 25.7611 : 80%|████████ | 11438/14234 [02:38<00:35, 78.45it/s] 11439 26.0846 : 80%|████████ | 11438/14234 [02:38<00:35, 78.45it/s] 11439 26.0846 : 80%|████████ | 11446/14234 [02:38<00:38, 72.32it/s] 11439 26.0846 : 80%|████████ | 11454/14234 [02:38<00:39, 70.46it/s] 11459 11.8927 : 80%|████████ | 11454/14234 [02:38<00:39, 70.46it/s] 11459 11.8927 : 81%|████████ | 11464/14234 [02:38<00:35, 77.61it/s] 11459 11.8927 : 81%|████████ | 11474/14234 [02:38<00:33, 82.51it/s] 11479 13.5761 : 81%|████████ | 11474/14234 [02:38<00:33, 82.51it/s] 11479 13.5761 : 81%|████████ | 11484/14234 [02:38<00:32, 85.67it/s] 11479 13.5761 : 81%|████████ | 11494/14234 [02:38<00:31, 87.64it/s] 11499 15.3935 : 81%|████████ | 11494/14234 [02:39<00:31, 87.64it/s] 11499 15.3935 : 81%|████████ | 11504/14234 [02:39<00:30, 88.66it/s] 11499 15.3935 : 81%|████████ | 11513/14234 [02:39<00:30, 88.36it/s] 11519 23.9524 : 81%|████████ | 11513/14234 [02:39<00:30, 88.36it/s] 11519 23.9524 : 81%|████████ | 11522/14234 [02:39<00:31, 85.91it/s] 11519 23.9524 : 81%|████████ | 11531/14234 [02:39<00:32, 84.27it/s] 11539 25.3693 : 81%|████████ | 11531/14234 [02:39<00:32, 84.27it/s] 11539 25.3693 : 81%|████████ | 11540/14234 [02:39<00:33, 79.67it/s] 11539 25.3693 : 81%|████████ | 11549/14234 [02:39<00:36, 73.46it/s] 11539 25.3693 : 81%|████████ | 11557/14234 [02:39<00:39, 66.95it/s] 11559 11.4720 : 81%|████████ | 11557/14234 [02:39<00:39, 66.95it/s] 11559 11.4720 : 81%|████████▏ | 11566/14234 [02:39<00:37, 71.70it/s] 11559 11.4720 : 81%|████████▏ | 11576/14234 [02:40<00:34, 77.58it/s] 11579 12.6908 : 81%|████████▏ | 11576/14234 [02:40<00:34, 77.58it/s] 11579 12.6908 : 81%|████████▏ | 11586/14234 [02:40<00:32, 81.66it/s] 11579 12.6908 : 81%|████████▏ | 11596/14234 [02:40<00:31, 84.49it/s] 11599 18.1440 : 81%|████████▏ | 11596/14234 [02:40<00:31, 84.49it/s] 11599 18.1440 : 82%|████████▏ | 11605/14234 [02:40<00:30, 85.87it/s] 11599 18.1440 : 82%|████████▏ | 11614/14234 [02:40<00:30, 86.75it/s] 11619 24.6589 : 82%|████████▏ | 11614/14234 [02:40<00:30, 86.75it/s] 11619 24.6589 : 82%|████████▏ | 11623/14234 [02:40<00:30, 84.92it/s] 11619 24.6589 : 82%|████████▏ | 11632/14234 [02:40<00:31, 82.28it/s] 11639 26.6097 : 82%|████████▏ | 11632/14234 [02:40<00:31, 82.28it/s] 11639 26.6097 : 82%|████████▏ | 11641/14234 [02:40<00:32, 79.49it/s] 11639 26.6097 : 82%|████████▏ | 11650/14234 [02:40<00:34, 75.53it/s] 11639 26.6097 : 82%|████████▏ | 11658/14234 [02:41<00:37, 69.25it/s] 11659 23.2747 : 82%|████████▏ | 11658/14234 [02:41<00:37, 69.25it/s] 11659 23.2747 : 82%|████████▏ | 11666/14234 [02:41<00:39, 64.58it/s] 11659 23.2747 : 82%|████████▏ | 11676/14234 [02:41<00:35, 72.75it/s] 11679 11.5942 : 82%|████████▏ | 11676/14234 [02:41<00:35, 72.75it/s] 11679 11.5942 : 82%|████████▏ | 11686/14234 [02:41<00:32, 79.32it/s] 11679 11.5942 : 82%|████████▏ | 11696/14234 [02:41<00:30, 83.66it/s] 11699 15.8731 : 82%|████████▏ | 11696/14234 [02:41<00:30, 83.66it/s] 11699 15.8731 : 82%|████████▏ | 11706/14234 [02:41<00:29, 86.17it/s] 11699 15.8731 : 82%|████████▏ | 11716/14234 [02:41<00:28, 87.60it/s] 11719 21.7875 : 82%|████████▏ | 11716/14234 [02:41<00:28, 87.60it/s] 11719 21.7875 : 82%|████████▏ | 11725/14234 [02:41<00:28, 88.11it/s] 11719 21.7875 : 82%|████████▏ | 11734/14234 [02:41<00:28, 87.27it/s] 11739 25.8234 : 82%|████████▏ | 11734/14234 [02:42<00:28, 87.27it/s] 11739 25.8234 : 82%|████████▏ | 11743/14234 [02:42<00:29, 84.78it/s] 11739 25.8234 : 83%|████████▎ | 11752/14234 [02:42<00:30, 81.98it/s] 11759 22.3230 : 83%|████████▎ | 11752/14234 [02:42<00:30, 81.98it/s] 11759 22.3230 : 83%|████████▎ | 11761/14234 [02:42<00:32, 76.10it/s] 11759 22.3230 : 83%|████████▎ | 11769/14234 [02:42<00:35, 68.61it/s] 11759 22.3230 : 83%|████████▎ | 11777/14234 [02:42<00:35, 69.68it/s] 11779 11.6711 : 83%|████████▎ | 11777/14234 [02:42<00:35, 69.68it/s] 11779 11.6711 : 83%|████████▎ | 11787/14234 [02:42<00:31, 76.91it/s] 11779 11.6711 : 83%|████████▎ | 11797/14234 [02:42<00:29, 82.01it/s] 11799 16.5406 : 83%|████████▎ | 11797/14234 [02:42<00:29, 82.01it/s] 11799 16.5406 : 83%|████████▎ | 11807/14234 [02:42<00:28, 85.49it/s] 11799 16.5406 : 83%|████████▎ | 11817/14234 [02:42<00:27, 87.78it/s] 11819 19.7836 : 83%|████████▎ | 11817/14234 [02:43<00:27, 87.78it/s] 11819 19.7836 : 83%|████████▎ | 11827/14234 [02:43<00:26, 89.18it/s] 11819 19.7836 : 83%|████████▎ | 11836/14234 [02:43<00:26, 89.28it/s] 11839 24.3239 : 83%|████████▎ | 11836/14234 [02:43<00:26, 89.28it/s] 11839 24.3239 : 83%|████████▎ | 11845/14234 [02:43<00:27, 87.49it/s] 11839 24.3239 : 83%|████████▎ | 11854/14234 [02:43<00:27, 85.64it/s] 11859 23.9652 : 83%|████████▎ | 11854/14234 [02:43<00:27, 85.64it/s] 11859 23.9652 : 83%|████████▎ | 11863/14234 [02:43<00:29, 81.32it/s] 11859 23.9652 : 83%|████████▎ | 11872/14234 [02:43<00:31, 75.06it/s] 11879 11.1124 : 83%|████████▎ | 11872/14234 [02:43<00:31, 75.06it/s] 11879 11.1124 : 83%|████████▎ | 11880/14234 [02:43<00:34, 69.04it/s] 11879 11.1124 : 84%|████████▎ | 11890/14234 [02:43<00:30, 76.64it/s] 11899 12.3251 : 84%|████████▎ | 11890/14234 [02:44<00:30, 76.64it/s] 11899 12.3251 : 84%|████████▎ | 11900/14234 [02:44<00:28, 82.49it/s] 11899 12.3251 : 84%|████████▎ | 11910/14234 [02:44<00:26, 86.12it/s] 11919 17.0594 : 84%|████████▎ | 11910/14234 [02:44<00:26, 86.12it/s] 11919 17.0594 : 84%|████████▎ | 11920/14234 [02:44<00:26, 88.43it/s] 11919 17.0594 : 84%|████████▍ | 11930/14234 [02:44<00:25, 89.84it/s] 11939 19.0608 : 84%|████████▍ | 11930/14234 [02:44<00:25, 89.84it/s] 11939 19.0608 : 84%|████████▍ | 11940/14234 [02:44<00:25, 90.43it/s] 11939 19.0608 : 84%|████████▍ | 11950/14234 [02:44<00:25, 89.54it/s] 11959 26.5492 : 84%|████████▍ | 11950/14234 [02:44<00:25, 89.54it/s] 11959 26.5492 : 84%|████████▍ | 11960/14234 [02:44<00:26, 86.91it/s] 11959 26.5492 : 84%|████████▍ | 11969/14234 [02:44<00:26, 84.26it/s] 11959 26.5492 : 84%|████████▍ | 11978/14234 [02:44<00:28, 79.56it/s] 11979 23.5757 : 84%|████████▍ | 11978/14234 [02:44<00:28, 79.56it/s] 11979 23.5757 : 84%|████████▍ | 11987/14234 [02:45<00:30, 73.83it/s] 11979 23.5757 : 84%|████████▍ | 11998/14234 [02:45<00:27, 82.53it/s] 11999 10.3872 : 84%|████████▍ | 11998/14234 [02:45<00:27, 82.53it/s] 11999 10.3872 : 84%|████████▍ | 12009/14234 [02:45<00:24, 89.02it/s] 12019 11.8718 : 84%|████████▍ | 12009/14234 [02:45<00:24, 89.02it/s] 12019 11.8718 : 84%|████████▍ | 12020/14234 [02:45<00:23, 92.75it/s] 12019 11.8718 : 85%|████████▍ | 12031/14234 [02:45<00:23, 95.22it/s] 12039 15.3516 : 85%|████████▍ | 12031/14234 [02:45<00:23, 95.22it/s] 12039 15.3516 : 85%|████████▍ | 12041/14234 [02:45<00:22, 95.61it/s] 12039 15.3516 : 85%|████████▍ | 12051/14234 [02:45<00:22, 95.30it/s] 12059 15.2406 : 85%|████████▍ | 12051/14234 [02:45<00:22, 95.30it/s] 12059 15.2406 : 85%|████████▍ | 12061/14234 [02:45<00:22, 94.97it/s] 12059 15.2406 : 85%|████████▍ | 12071/14234 [02:45<00:23, 93.57it/s] 12079 25.9746 : 85%|████████▍ | 12071/14234 [02:46<00:23, 93.57it/s] 12079 25.9746 : 85%|████████▍ | 12081/14234 [02:46<00:23, 90.16it/s] 12079 25.9746 : 85%|████████▍ | 12091/14234 [02:46<00:24, 88.10it/s] 12099 11.1119 : 85%|████████▍ | 12091/14234 [02:46<00:24, 88.10it/s] 12099 11.1119 : 85%|████████▌ | 12101/14234 [02:46<00:23, 90.75it/s] 12099 11.1119 : 85%|████████▌ | 12112/14234 [02:46<00:22, 94.40it/s] 12119 11.1264 : 85%|████████▌ | 12112/14234 [02:46<00:22, 94.40it/s] 12119 11.1264 : 85%|████████▌ | 12123/14234 [02:46<00:21, 96.17it/s] 12119 11.1264 : 85%|████████▌ | 12133/14234 [02:46<00:21, 97.02it/s] 12139 11.5608 : 85%|████████▌ | 12133/14234 [02:46<00:21, 97.02it/s] 12139 11.5608 : 85%|████████▌ | 12143/14234 [02:46<00:21, 96.87it/s] 12139 11.5608 : 85%|████████▌ | 12153/14234 [02:46<00:21, 96.27it/s] 12159 14.2028 : 85%|████████▌ | 12153/14234 [02:46<00:21, 96.27it/s] 12159 14.2028 : 85%|████████▌ | 12163/14234 [02:46<00:21, 95.25it/s] 12159 14.2028 : 86%|████████▌ | 12173/14234 [02:47<00:21, 94.31it/s] 12179 25.1450 : 86%|████████▌ | 12173/14234 [02:47<00:21, 94.31it/s] 12179 25.1450 : 86%|████████▌ | 12183/14234 [02:47<00:22, 91.64it/s] 12179 25.1450 : 86%|████████▌ | 12193/14234 [02:47<00:23, 88.29it/s] 12199 16.8094 : 86%|████████▌ | 12193/14234 [02:47<00:23, 88.29it/s] 12199 16.8094 : 86%|████████▌ | 12202/14234 [02:47<00:23, 87.71it/s] 12199 16.8094 : 86%|████████▌ | 12213/14234 [02:47<00:21, 93.47it/s] 12219 10.4941 : 86%|████████▌ | 12213/14234 [02:47<00:21, 93.47it/s] 12219 10.4941 : 86%|████████▌ | 12224/14234 [02:47<00:20, 97.11it/s] 12219 10.4941 : 86%|████████▌ | 12235/14234 [02:47<00:20, 98.84it/s] 12239 10.8166 : 86%|████████▌ | 12235/14234 [02:47<00:20, 98.84it/s] 12239 10.8166 : 86%|████████▌ | 12246/14234 [02:47<00:19, 99.85it/s] 12239 10.8166 : 86%|████████▌ | 12257/14234 [02:47<00:19, 99.47it/s] 12259 12.4878 : 86%|████████▌ | 12257/14234 [02:47<00:19, 99.47it/s] 12259 12.4878 : 86%|████████▌ | 12267/14234 [02:47<00:19, 98.48it/s] 12259 12.4878 : 86%|████████▋ | 12277/14234 [02:48<00:20, 97.28it/s] 12279 20.6379 : 86%|████████▋ | 12277/14234 [02:48<00:20, 97.28it/s] 12279 20.6379 : 86%|████████▋ | 12287/14234 [02:48<00:20, 94.50it/s] 12279 20.6379 : 86%|████████▋ | 12297/14234 [02:48<00:21, 90.57it/s] 12299 26.9179 : 86%|████████▋ | 12297/14234 [02:48<00:21, 90.57it/s] 12299 26.9179 : 86%|████████▋ | 12307/14234 [02:48<00:22, 87.22it/s] 12299 26.9179 : 87%|████████▋ | 12318/14234 [02:48<00:20, 92.65it/s] 12319 10.2657 : 87%|████████▋ | 12318/14234 [02:48<00:20, 92.65it/s] 12319 10.2657 : 87%|████████▋ | 12329/14234 [02:48<00:19, 96.57it/s] 12339 10.9263 : 87%|████████▋ | 12329/14234 [02:48<00:19, 96.57it/s] 12339 10.9263 : 87%|████████▋ | 12340/14234 [02:48<00:19, 98.27it/s] 12339 10.9263 : 87%|████████▋ | 12351/14234 [02:48<00:18, 99.99it/s] 12359 11.3379 : 87%|████████▋ | 12351/14234 [02:48<00:18, 99.99it/s] 12359 11.3379 : 87%|████████▋ | 12362/14234 [02:48<00:18, 100.05it/s] 12359 11.3379 : 87%|████████▋ | 12373/14234 [02:49<00:18, 99.44it/s] 12379 12.6037 : 87%|████████▋ | 12373/14234 [02:49<00:18, 99.44it/s] 12379 12.6037 : 87%|████████▋ | 12383/14234 [02:49<00:18, 98.62it/s] 12379 12.6037 : 87%|████████▋ | 12393/14234 [02:49<00:19, 95.93it/s] 12399 23.8858 : 87%|████████▋ | 12393/14234 [02:49<00:19, 95.93it/s] 12399 23.8858 : 87%|████████▋ | 12403/14234 [02:49<00:20, 90.80it/s] 12399 23.8858 : 87%|████████▋ | 12413/14234 [02:49<00:20, 87.72it/s] 12419 10.0315 : 87%|████████▋ | 12413/14234 [02:49<00:20, 87.72it/s] 12419 10.0315 : 87%|████████▋ | 12424/14234 [02:49<00:19, 91.91it/s] 12419 10.0315 : 87%|████████▋ | 12435/14234 [02:49<00:18, 95.66it/s] 12439 11.0907 : 87%|████████▋ | 12435/14234 [02:49<00:18, 95.66it/s] 12439 11.0907 : 87%|████████▋ | 12446/14234 [02:49<00:18, 97.54it/s] 12439 11.0907 : 88%|████████▊ | 12457/14234 [02:49<00:17, 98.94it/s] 12459 10.9841 : 88%|████████▊ | 12457/14234 [02:50<00:17, 98.94it/s] 12459 10.9841 : 88%|████████▊ | 12468/14234 [02:50<00:17, 100.04it/s] 12459 10.9841 : 88%|████████▊ | 12479/14234 [02:50<00:17, 100.28it/s] 12479 11.4422 : 88%|████████▊ | 12479/14234 [02:50<00:17, 100.28it/s] 12479 11.4422 : 88%|████████▊ | 12490/14234 [02:50<00:17, 99.68it/s] 12499 20.0872 : 88%|████████▊ | 12490/14234 [02:50<00:17, 99.68it/s] 12499 20.0872 : 88%|████████▊ | 12500/14234 [02:50<00:17, 97.32it/s] 12499 20.0872 : 88%|████████▊ | 12510/14234 [02:50<00:18, 93.04it/s] 12519 21.6314 : 88%|████████▊ | 12510/14234 [02:50<00:18, 93.04it/s] 12519 21.6314 : 88%|████████▊ | 12520/14234 [02:50<00:19, 89.78it/s] 12519 21.6314 : 88%|████████▊ | 12530/14234 [02:50<00:18, 92.16it/s] 12539 11.8496 : 88%|████████▊ | 12530/14234 [02:50<00:18, 92.16it/s] 12539 11.8496 : 88%|████████▊ | 12540/14234 [02:50<00:18, 93.74it/s] 12539 11.8496 : 88%|████████▊ | 12550/14234 [02:50<00:17, 94.65it/s] 12559 11.7689 : 88%|████████▊ | 12550/14234 [02:51<00:17, 94.65it/s] 12559 11.7689 : 88%|████████▊ | 12560/14234 [02:51<00:17, 95.06it/s] 12559 11.7689 : 88%|████████▊ | 12570/14234 [02:51<00:17, 96.14it/s] 12579 11.3473 : 88%|████████▊ | 12570/14234 [02:51<00:17, 96.14it/s] 12579 11.3473 : 88%|████████▊ | 12580/14234 [02:51<00:17, 96.81it/s] 12579 11.3473 : 88%|████████▊ | 12590/14234 [02:51<00:16, 96.83it/s] 12599 16.6907 : 88%|████████▊ | 12590/14234 [02:51<00:16, 96.83it/s] 12599 16.6907 : 89%|████████▊ | 12600/14234 [02:51<00:17, 94.62it/s] 12599 16.6907 : 89%|████████▊ | 12610/14234 [02:51<00:17, 91.79it/s] 12619 20.6199 : 89%|████████▊ | 12610/14234 [02:51<00:17, 91.79it/s] 12619 20.6199 : 89%|████████▊ | 12620/14234 [02:51<00:18, 88.80it/s] 12619 20.6199 : 89%|████████▊ | 12629/14234 [02:51<00:18, 86.75it/s] 12639 11.5177 : 89%|████████▊ | 12629/14234 [02:51<00:18, 86.75it/s] 12639 11.5177 : 89%|████████▉ | 12640/14234 [02:51<00:17, 90.83it/s] 12639 11.5177 : 89%|████████▉ | 12650/14234 [02:52<00:17, 93.06it/s] 12659 11.7272 : 89%|████████▉ | 12650/14234 [02:52<00:17, 93.06it/s] 12659 11.7272 : 89%|████████▉ | 12660/14234 [02:52<00:16, 94.79it/s] 12659 11.7272 : 89%|████████▉ | 12671/14234 [02:52<00:16, 96.54it/s] 12679 11.6284 : 89%|████████▉ | 12671/14234 [02:52<00:16, 96.54it/s] 12679 11.6284 : 89%|████████▉ | 12682/14234 [02:52<00:15, 97.93it/s] 12679 11.6284 : 89%|████████▉ | 12692/14234 [02:52<00:15, 98.42it/s] 12699 14.7752 : 89%|████████▉ | 12692/14234 [02:52<00:15, 98.42it/s] 12699 14.7752 : 89%|████████▉ | 12702/14234 [02:52<00:15, 96.92it/s] 12699 14.7752 : 89%|████████▉ | 12712/14234 [02:52<00:16, 95.10it/s] 12719 22.2172 : 89%|████████▉ | 12712/14234 [02:52<00:16, 95.10it/s] 12719 22.2172 : 89%|████████▉ | 12722/14234 [02:52<00:16, 91.58it/s] 12719 22.2172 : 89%|████████▉ | 12732/14234 [02:52<00:16, 88.87it/s] 12739 10.9567 : 89%|████████▉ | 12732/14234 [02:53<00:16, 88.87it/s] 12739 10.9567 : 90%|████████▉ | 12742/14234 [02:53<00:16, 90.14it/s] 12739 10.9567 : 90%|████████▉ | 12753/14234 [02:53<00:15, 93.42it/s] 12759 11.5288 : 90%|████████▉ | 12753/14234 [02:53<00:15, 93.42it/s] 12759 11.5288 : 90%|████████▉ | 12764/14234 [02:53<00:15, 95.98it/s] 12759 11.5288 : 90%|████████▉ | 12775/14234 [02:53<00:14, 97.52it/s] 12779 12.0114 : 90%|████████▉ | 12775/14234 [02:53<00:14, 97.52it/s] 12779 12.0114 : 90%|████████▉ | 12785/14234 [02:53<00:14, 98.03it/s] 12779 12.0114 : 90%|████████▉ | 12795/14234 [02:53<00:14, 98.18it/s] 12799 12.3139 : 90%|████████▉ | 12795/14234 [02:53<00:14, 98.18it/s] 12799 12.3139 : 90%|████████▉ | 12805/14234 [02:53<00:14, 97.19it/s] 12799 12.3139 : 90%|█████████ | 12815/14234 [02:53<00:14, 96.10it/s] 12819 21.6674 : 90%|█████████ | 12815/14234 [02:53<00:14, 96.10it/s] 12819 21.6674 : 90%|█████████ | 12825/14234 [02:53<00:15, 92.82it/s] 12819 21.6674 : 90%|█████████ | 12835/14234 [02:54<00:15, 90.36it/s] 12839 25.1031 : 90%|█████████ | 12835/14234 [02:54<00:15, 90.36it/s] 12839 25.1031 : 90%|█████████ | 12845/14234 [02:54<00:15, 88.42it/s] 12839 25.1031 : 90%|█████████ | 12856/14234 [02:54<00:14, 91.98it/s] 12859 13.0375 : 90%|█████████ | 12856/14234 [02:54<00:14, 91.98it/s] 12859 13.0375 : 90%|█████████ | 12867/14234 [02:54<00:14, 94.62it/s] 12859 13.0375 : 90%|█████████ | 12878/14234 [02:54<00:13, 97.08it/s] 12879 12.4967 : 90%|█████████ | 12878/14234 [02:54<00:13, 97.08it/s] 12879 12.4967 : 91%|█████████ | 12889/14234 [02:54<00:13, 98.45it/s] 12879 12.4967 : 91%|█████████ | 12899/14234 [02:54<00:13, 98.73it/s] 12899 11.5865 : 91%|█████████ | 12899/14234 [02:54<00:13, 98.73it/s] 12899 11.5865 : 91%|█████████ | 12909/14234 [02:54<00:13, 98.09it/s] 12899 11.5865 : 91%|█████████ | 12919/14234 [02:54<00:13, 97.46it/s] 12919 16.4291 : 91%|█████████ | 12919/14234 [02:54<00:13, 97.46it/s] 12919 16.4291 : 91%|█████████ | 12929/14234 [02:54<00:13, 94.85it/s] 12919 16.4291 : 91%|█████████ | 12939/14234 [02:55<00:13, 92.57it/s] 12939 23.3898 : 91%|█████████ | 12939/14234 [02:55<00:13, 92.57it/s] 12939 23.3898 : 91%|█████████ | 12949/14234 [02:55<00:14, 89.15it/s] 12939 23.3898 : 91%|█████████ | 12959/14234 [02:55<00:13, 91.17it/s] 12959 14.1997 : 91%|█████████ | 12959/14234 [02:55<00:13, 91.17it/s] 12959 14.1997 : 91%|█████████ | 12969/14234 [02:55<00:13, 92.70it/s] 12959 14.1997 : 91%|█████████ | 12979/14234 [02:55<00:13, 94.45it/s] 12979 13.4424 : 91%|█████████ | 12979/14234 [02:55<00:13, 94.45it/s] 12979 13.4424 : 91%|█████████▏| 12989/14234 [02:55<00:13, 95.75it/s] 12979 13.4424 : 91%|█████████▏| 12999/14234 [02:55<00:12, 96.53it/s] 12999 12.5341 : 91%|█████████▏| 12999/14234 [02:55<00:12, 96.53it/s] 12999 12.5341 : 91%|█████████▏| 13009/14234 [02:55<00:12, 96.69it/s] 12999 12.5341 : 91%|█████████▏| 13019/14234 [02:55<00:12, 96.30it/s] 13019 14.4451 : 91%|█████████▏| 13019/14234 [02:55<00:12, 96.30it/s] 13019 14.4451 : 92%|█████████▏| 13029/14234 [02:56<00:12, 94.93it/s] 13019 14.4451 : 92%|█████████▏| 13039/14234 [02:56<00:12, 92.96it/s] 13039 18.6700 : 92%|█████████▏| 13039/14234 [02:56<00:12, 92.96it/s] 13039 18.6700 : 92%|█████████▏| 13049/14234 [02:56<00:12, 91.38it/s] 13039 18.6700 : 92%|█████████▏| 13059/14234 [02:56<00:13, 89.42it/s] 13059 13.1612 : 92%|█████████▏| 13059/14234 [02:56<00:13, 89.42it/s] 13059 13.1612 : 92%|█████████▏| 13069/14234 [02:56<00:12, 91.86it/s] 13079 13.8333 : 92%|█████████▏| 13069/14234 [02:56<00:12, 91.86it/s] 13079 13.8333 : 92%|█████████▏| 13080/14234 [02:56<00:12, 94.37it/s] 13079 13.8333 : 92%|█████████▏| 13091/14234 [02:56<00:11, 96.71it/s] 13099 12.8053 : 92%|█████████▏| 13091/14234 [02:56<00:11, 96.71it/s] 13099 12.8053 : 92%|█████████▏| 13102/14234 [02:56<00:11, 97.95it/s] 13099 12.8053 : 92%|█████████▏| 13112/14234 [02:56<00:11, 97.96it/s] 13119 13.3676 : 92%|█████████▏| 13112/14234 [02:56<00:11, 97.96it/s] 13119 13.3676 : 92%|█████████▏| 13122/14234 [02:57<00:11, 97.02it/s] 13119 13.3676 : 92%|█████████▏| 13132/14234 [02:57<00:11, 95.83it/s] 13139 21.3676 : 92%|█████████▏| 13132/14234 [02:57<00:11, 95.83it/s] 13139 21.3676 : 92%|█████████▏| 13142/14234 [02:57<00:11, 94.07it/s] 13139 21.3676 : 92%|█████████▏| 13152/14234 [02:57<00:11, 92.96it/s] 13159 23.4325 : 92%|█████████▏| 13152/14234 [02:57<00:11, 92.96it/s] 13159 23.4325 : 92%|█████████▏| 13162/14234 [02:57<00:12, 89.32it/s] 13159 23.4325 : 93%|█████████▎| 13172/14234 [02:57<00:11, 91.07it/s] 13179 13.6471 : 93%|█████████▎| 13172/14234 [02:57<00:11, 91.07it/s] 13179 13.6471 : 93%|█████████▎| 13182/14234 [02:57<00:11, 92.79it/s] 13179 13.6471 : 93%|█████████▎| 13193/14234 [02:57<00:10, 95.39it/s] 13199 13.5684 : 93%|█████████▎| 13193/14234 [02:57<00:10, 95.39it/s] 13199 13.5684 : 93%|█████████▎| 13204/14234 [02:57<00:10, 97.18it/s] 13199 13.5684 : 93%|█████████▎| 13215/14234 [02:58<00:10, 98.48it/s] 13219 12.5787 : 93%|█████████▎| 13215/14234 [02:58<00:10, 98.48it/s] 13219 12.5787 : 93%|█████████▎| 13225/14234 [02:58<00:10, 97.81it/s] 13219 12.5787 : 93%|█████████▎| 13235/14234 [02:58<00:10, 95.77it/s] 13239 18.0462 : 93%|█████████▎| 13235/14234 [02:58<00:10, 95.77it/s] 13239 18.0462 : 93%|█████████▎| 13245/14234 [02:58<00:10, 94.37it/s] 13239 18.0462 : 93%|█████████▎| 13255/14234 [02:58<00:10, 92.64it/s] 13259 23.7990 : 93%|█████████▎| 13255/14234 [02:58<00:10, 92.64it/s] 13259 23.7990 : 93%|█████████▎| 13265/14234 [02:58<00:10, 90.65it/s] 13259 23.7990 : 93%|█████████▎| 13275/14234 [02:58<00:10, 90.12it/s] 13279 13.0945 : 93%|█████████▎| 13275/14234 [02:58<00:10, 90.12it/s] 13279 13.0945 : 93%|█████████▎| 13285/14234 [02:58<00:10, 92.50it/s] 13279 13.0945 : 93%|█████████▎| 13295/14234 [02:58<00:09, 94.32it/s] 13299 13.5769 : 93%|█████████▎| 13295/14234 [02:58<00:09, 94.32it/s] 13299 13.5769 : 93%|█████████▎| 13306/14234 [02:58<00:09, 96.20it/s] 13299 13.5769 : 94%|█████████▎| 13317/14234 [02:59<00:09, 97.73it/s] 13319 13.4723 : 94%|█████████▎| 13317/14234 [02:59<00:09, 97.73it/s] 13319 13.4723 : 94%|█████████▎| 13327/14234 [02:59<00:09, 98.35it/s] 13319 13.4723 : 94%|█████████▎| 13337/14234 [02:59<00:09, 97.62it/s] 13339 13.9221 : 94%|█████████▎| 13337/14234 [02:59<00:09, 97.62it/s] 13339 13.9221 : 94%|█████████▍| 13347/14234 [02:59<00:09, 96.15it/s] 13339 13.9221 : 94%|█████████▍| 13357/14234 [02:59<00:09, 95.15it/s] 13359 19.5648 : 94%|█████████▍| 13357/14234 [02:59<00:09, 95.15it/s] 13359 19.5648 : 94%|█████████▍| 13367/14234 [02:59<00:09, 93.36it/s] 13359 19.5648 : 94%|█████████▍| 13377/14234 [02:59<00:09, 91.77it/s] 13379 13.1618 : 94%|█████████▍| 13377/14234 [02:59<00:09, 91.77it/s] 13379 13.1618 : 94%|█████████▍| 13387/14234 [02:59<00:09, 93.99it/s] 13379 13.1618 : 94%|█████████▍| 13397/14234 [02:59<00:08, 95.28it/s] 13399 13.4193 : 94%|█████████▍| 13397/14234 [02:59<00:08, 95.28it/s] 13399 13.4193 : 94%|█████████▍| 13407/14234 [03:00<00:08, 96.04it/s] 13399 13.4193 : 94%|█████████▍| 13418/14234 [03:00<00:08, 97.48it/s] 13419 14.0731 : 94%|█████████▍| 13418/14234 [03:00<00:08, 97.48it/s] 13419 14.0731 : 94%|█████████▍| 13428/14234 [03:00<00:08, 98.02it/s] 13419 14.0731 : 94%|█████████▍| 13438/14234 [03:00<00:08, 97.72it/s] 13439 14.0956 : 94%|█████████▍| 13438/14234 [03:00<00:08, 97.72it/s] 13439 14.0956 : 94%|█████████▍| 13448/14234 [03:00<00:08, 95.86it/s] 13439 14.0956 : 95%|█████████▍| 13458/14234 [03:00<00:08, 95.18it/s] 13459 19.5004 : 95%|█████████▍| 13458/14234 [03:00<00:08, 95.18it/s] 13459 19.5004 : 95%|█████████▍| 13468/14234 [03:00<00:08, 94.00it/s] 13459 19.5004 : 95%|█████████▍| 13478/14234 [03:00<00:08, 93.18it/s] 13479 24.5970 : 95%|█████████▍| 13478/14234 [03:00<00:08, 93.18it/s] 13479 24.5970 : 95%|█████████▍| 13488/14234 [03:00<00:08, 91.59it/s] 13479 24.5970 : 95%|█████████▍| 13498/14234 [03:01<00:07, 93.15it/s] 13499 13.8178 : 95%|█████████▍| 13498/14234 [03:01<00:07, 93.15it/s] 13499 13.8178 : 95%|█████████▍| 13508/14234 [03:01<00:07, 93.57it/s] 13499 13.8178 : 95%|█████████▍| 13518/14234 [03:01<00:07, 94.66it/s] 13519 13.9793 : 95%|█████████▍| 13518/14234 [03:01<00:07, 94.66it/s] 13519 13.9793 : 95%|█████████▌| 13528/14234 [03:01<00:07, 95.49it/s] 13519 13.9793 : 95%|█████████▌| 13538/14234 [03:01<00:07, 95.62it/s] 13539 13.4667 : 95%|█████████▌| 13538/14234 [03:01<00:07, 95.62it/s] 13539 13.4667 : 95%|█████████▌| 13548/14234 [03:01<00:07, 94.31it/s] 13539 13.4667 : 95%|█████████▌| 13558/14234 [03:01<00:07, 92.83it/s] 13559 19.6107 : 95%|█████████▌| 13558/14234 [03:01<00:07, 92.83it/s] 13559 19.6107 : 95%|█████████▌| 13568/14234 [03:01<00:07, 91.22it/s] 13559 19.6107 : 95%|█████████▌| 13578/14234 [03:01<00:07, 89.72it/s] 13579 25.7883 : 95%|█████████▌| 13578/14234 [03:01<00:07, 89.72it/s] 13579 25.7883 : 95%|█████████▌| 13587/14234 [03:01<00:07, 86.42it/s] 13579 25.7883 : 96%|█████████▌| 13596/14234 [03:02<00:07, 85.16it/s] 13599 14.5365 : 96%|█████████▌| 13596/14234 [03:02<00:07, 85.16it/s] 13599 14.5365 : 96%|█████████▌| 13606/14234 [03:02<00:07, 88.35it/s] 13599 14.5365 : 96%|█████████▌| 13616/14234 [03:02<00:06, 90.84it/s] 13619 13.7318 : 96%|█████████▌| 13616/14234 [03:02<00:06, 90.84it/s] 13619 13.7318 : 96%|█████████▌| 13626/14234 [03:02<00:06, 93.25it/s] 13619 13.7318 : 96%|█████████▌| 13637/14234 [03:02<00:06, 95.51it/s] 13639 13.5538 : 96%|█████████▌| 13637/14234 [03:02<00:06, 95.51it/s] 13639 13.5538 : 96%|█████████▌| 13647/14234 [03:02<00:06, 95.87it/s] 13639 13.5538 : 96%|█████████▌| 13657/14234 [03:02<00:06, 94.61it/s] 13659 15.9442 : 96%|█████████▌| 13657/14234 [03:02<00:06, 94.61it/s] 13659 15.9442 : 96%|█████████▌| 13667/14234 [03:02<00:06, 93.77it/s] 13659 15.9442 : 96%|█████████▌| 13677/14234 [03:02<00:06, 92.59it/s] 13679 22.2094 : 96%|█████████▌| 13677/14234 [03:02<00:06, 92.59it/s] 13679 22.2094 : 96%|█████████▌| 13687/14234 [03:03<00:06, 90.69it/s] 13679 22.2094 : 96%|█████████▌| 13697/14234 [03:03<00:06, 84.68it/s] 13699 13.0085 : 96%|█████████▌| 13697/14234 [03:03<00:06, 84.68it/s] 13699 13.0085 : 96%|█████████▋| 13707/14234 [03:03<00:06, 87.12it/s] 13699 13.0085 : 96%|█████████▋| 13717/14234 [03:03<00:05, 90.48it/s] 13719 14.4363 : 96%|█████████▋| 13717/14234 [03:03<00:05, 90.48it/s] 13719 14.4363 : 96%|█████████▋| 13727/14234 [03:03<00:05, 92.80it/s] 13719 14.4363 : 97%|█████████▋| 13738/14234 [03:03<00:05, 95.61it/s] 13739 14.3798 : 97%|█████████▋| 13738/14234 [03:03<00:05, 95.61it/s] 13739 14.3798 : 97%|█████████▋| 13748/14234 [03:03<00:05, 96.65it/s] 13739 14.3798 : 97%|█████████▋| 13758/14234 [03:03<00:04, 96.33it/s] 13759 17.1765 : 97%|█████████▋| 13758/14234 [03:03<00:04, 96.33it/s] 13759 17.1765 : 97%|█████████▋| 13768/14234 [03:03<00:04, 94.93it/s] 13759 17.1765 : 97%|█████████▋| 13778/14234 [03:04<00:04, 94.00it/s] 13779 22.3491 : 97%|█████████▋| 13778/14234 [03:04<00:04, 94.00it/s] 13779 22.3491 : 97%|█████████▋| 13788/14234 [03:04<00:04, 93.38it/s] 13779 22.3491 : 97%|█████████▋| 13798/14234 [03:04<00:04, 90.88it/s] 13799 26.2094 : 97%|█████████▋| 13798/14234 [03:04<00:04, 90.88it/s] 13799 26.2094 : 97%|█████████▋| 13808/14234 [03:04<00:04, 86.10it/s] 13799 26.2094 : 97%|█████████▋| 13819/14234 [03:04<00:04, 90.74it/s] 13819 13.1831 : 97%|█████████▋| 13819/14234 [03:04<00:04, 90.74it/s] 13819 13.1831 : 97%|█████████▋| 13830/14234 [03:04<00:04, 93.92it/s] 13839 13.6267 : 97%|█████████▋| 13830/14234 [03:04<00:04, 93.92it/s] 13839 13.6267 : 97%|█████████▋| 13841/14234 [03:04<00:04, 96.66it/s] 13839 13.6267 : 97%|█████████▋| 13852/14234 [03:04<00:03, 98.28it/s] 13859 15.5330 : 97%|█████████▋| 13852/14234 [03:04<00:03, 98.28it/s] 13859 15.5330 : 97%|█████████▋| 13862/14234 [03:04<00:03, 97.15it/s] 13859 15.5330 : 97%|█████████▋| 13872/14234 [03:05<00:03, 95.93it/s] 13879 20.2222 : 97%|█████████▋| 13872/14234 [03:05<00:03, 95.93it/s] 13879 20.2222 : 98%|█████████▊| 13882/14234 [03:05<00:03, 95.23it/s] 13879 20.2222 : 98%|█████████▊| 13892/14234 [03:05<00:03, 94.88it/s] 13899 29.0388 : 98%|█████████▊| 13892/14234 [03:05<00:03, 94.88it/s] 13899 29.0388 : 98%|█████████▊| 13902/14234 [03:05<00:03, 92.77it/s] 13899 29.0388 : 98%|█████████▊| 13912/14234 [03:05<00:03, 85.46it/s] 13919 13.8052 : 98%|█████████▊| 13912/14234 [03:05<00:03, 85.46it/s] 13919 13.8052 : 98%|█████████▊| 13922/14234 [03:05<00:03, 88.57it/s] 13919 13.8052 : 98%|█████████▊| 13933/14234 [03:05<00:03, 92.10it/s] 13939 14.1878 : 98%|█████████▊| 13933/14234 [03:05<00:03, 92.10it/s] 13939 14.1878 : 98%|█████████▊| 13944/14234 [03:05<00:03, 94.48it/s] 13939 14.1878 : 98%|█████████▊| 13955/14234 [03:05<00:02, 96.28it/s] 13959 14.9066 : 98%|█████████▊| 13955/14234 [03:05<00:02, 96.28it/s] 13959 14.9066 : 98%|█████████▊| 13965/14234 [03:06<00:02, 95.53it/s] 13959 14.9066 : 98%|█████████▊| 13975/14234 [03:06<00:02, 94.54it/s] 13979 21.1044 : 98%|█████████▊| 13975/14234 [03:06<00:02, 94.54it/s] 13979 21.1044 : 98%|█████████▊| 13985/14234 [03:06<00:02, 93.78it/s] 13979 21.1044 : 98%|█████████▊| 13995/14234 [03:06<00:02, 92.77it/s] 13999 25.0883 : 98%|█████████▊| 13995/14234 [03:06<00:02, 92.77it/s] 13999 25.0883 : 98%|█████████▊| 14005/14234 [03:06<00:02, 91.50it/s] 13999 25.0883 : 98%|█████████▊| 14015/14234 [03:06<00:02, 85.97it/s] 14019 14.0781 : 98%|█████████▊| 14015/14234 [03:06<00:02, 85.97it/s] 14019 14.0781 : 99%|█████████▊| 14024/14234 [03:06<00:02, 82.68it/s] 14019 14.0781 : 99%|█████████▊| 14034/14234 [03:06<00:02, 86.71it/s] 14039 14.4205 : 99%|█████████▊| 14034/14234 [03:06<00:02, 86.71it/s] 14039 14.4205 : 99%|█████████▊| 14044/14234 [03:06<00:02, 89.67it/s] 14039 14.4205 : 99%|█████████▊| 14054/14234 [03:07<00:01, 91.22it/s] 14059 15.2151 : 99%|█████████▊| 14054/14234 [03:07<00:01, 91.22it/s] 14059 15.2151 : 99%|█████████▉| 14064/14234 [03:07<00:01, 91.16it/s] 14059 15.2151 : 99%|█████████▉| 14074/14234 [03:07<00:01, 89.53it/s] 14079 21.8150 : 99%|█████████▉| 14074/14234 [03:07<00:01, 89.53it/s] 14079 21.8150 : 99%|█████████▉| 14083/14234 [03:07<00:01, 88.71it/s] 14079 21.8150 : 99%|█████████▉| 14092/14234 [03:07<00:01, 87.88it/s] 14099 23.6731 : 99%|█████████▉| 14092/14234 [03:07<00:01, 87.88it/s] 14099 23.6731 : 99%|█████████▉| 14101/14234 [03:07<00:01, 87.16it/s] 14099 23.6731 : 99%|█████████▉| 14110/14234 [03:07<00:01, 84.39it/s] 14099 23.6731 : 99%|█████████▉| 14119/14234 [03:07<00:01, 77.05it/s] 14119 25.6932 : 99%|█████████▉| 14119/14234 [03:07<00:01, 77.05it/s] 14119 25.6932 : 99%|█████████▉| 14127/14234 [03:07<00:01, 70.53it/s] 14119 25.6932 : 99%|█████████▉| 14137/14234 [03:08<00:01, 77.24it/s] 14139 14.8952 : 99%|█████████▉| 14137/14234 [03:08<00:01, 77.24it/s] 14139 14.8952 : 99%|█████████▉| 14147/14234 [03:08<00:01, 82.97it/s] 14139 14.8952 : 99%|█████████▉| 14157/14234 [03:08<00:00, 87.08it/s] 14159 15.3185 : 99%|█████████▉| 14157/14234 [03:08<00:00, 87.08it/s] 14159 15.3185 : 100%|█████████▉| 14167/14234 [03:08<00:00, 88.54it/s] 14159 15.3185 : 100%|█████████▉| 14177/14234 [03:08<00:00, 89.06it/s] 14179 23.8443 : 100%|█████████▉| 14177/14234 [03:08<00:00, 89.06it/s] 14179 23.8443 : 100%|█████████▉| 14186/14234 [03:08<00:00, 89.07it/s] 14179 23.8443 : 100%|█████████▉| 14195/14234 [03:08<00:00, 88.82it/s] 14199 22.4368 : 100%|█████████▉| 14195/14234 [03:08<00:00, 88.82it/s] 14199 22.4368 : 100%|█████████▉| 14204/14234 [03:08<00:00, 88.49it/s] 14199 22.4368 : 100%|█████████▉| 14213/14234 [03:08<00:00, 86.18it/s] 14219 28.2303 : 100%|█████████▉| 14213/14234 [03:09<00:00, 86.18it/s] 14219 28.2303 : 100%|█████████▉| 14222/14234 [03:09<00:00, 78.38it/s] 14219 28.2303 : 100%|█████████▉| 14230/14234 [03:09<00:00, 70.75it/s] 14219 28.2303 : 100%|██████████| 14234/14234 [03:09<00:00, 75.21it/s] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 1 epoch_size: 133 batches_per_epoch: 133 batch_size: 1 optim_type: 'image' 0%| | 0/133 [00:00<?, ?it/s]/root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/torch/nn/functional.py:3609: UserWarning: Default upsampling behavior when mode=bilinear is changed to align_corners=False since 0.4.0. Please specify align_corners=True if the old behavior is desired. See the documentation of nn.Upsample for details. warnings.warn( /root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/torch/nn/functional.py:3657: UserWarning: The default behavior for interpolate/upsample with float scale_factor changed in 1.6.0 to align with other frameworks/libraries, and now uses scale_factor directly, instead of relying on the computed output size. If you wish to restore the old behavior, please set recompute_scale_factor=True. See the documentation of nn.Upsample for details. warnings.warn( /root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/torch/nn/functional.py:718: UserWarning: Named tensors and all their associated APIs are an experimental feature and subject to change. Please do not use them for anything important until they are released as stable. (Triggered internally at /pytorch/c10/core/TensorImpl.h:1156.) return torch.max_pool2d(input, kernel_size, stride, padding, dilation, ceil_mode) 1%| | 1/133 [00:01<02:51, 1.30s/it] 2%|▏ | 2/133 [00:02<02:40, 1.23s/it] 2%|▏ | 3/133 [00:03<02:25, 1.12s/it] 3%|▎ | 4/133 [00:04<01:59, 1.08it/s] 4%|▍ | 5/133 [00:05<02:08, 1.01s/it] 5%|▍ | 6/133 [00:05<01:52, 1.13it/s] 5%|▌ | 7/133 [00:07<02:04, 1.01it/s] 6%|▌ | 8/133 [00:08<02:14, 1.08s/it] 7%|▋ | 9/133 [00:09<01:59, 1.04it/s] 8%|▊ | 10/133 [00:09<01:55, 1.06it/s] 8%|▊ | 11/133 [00:10<01:49, 1.12it/s] 9%|▉ | 12/133 [00:11<01:58, 1.02it/s] 10%|▉ | 13/133 [00:13<02:02, 1.02s/it] 11%|█ | 14/133 [00:13<01:56, 1.02it/s] 11%|█▏ | 15/133 [00:14<01:42, 1.15it/s] 12%|█▏ | 16/133 [00:15<01:52, 1.04it/s] 13%|█▎ | 17/133 [00:16<01:53, 1.03it/s] 14%|█▎ | 18/133 [00:17<01:50, 1.04it/s] 14%|█▍ | 19/133 [00:18<01:39, 1.15it/s] 14253 0.4480 0.0424 0.0010 : 14%|█▍ | 19/133 [00:19<01:39, 1.15it/s] 14253 0.4480 0.0424 0.0010 : 15%|█▌ | 20/133 [00:19<01:48, 1.04it/s] 14253 0.4480 0.0424 0.0010 : 16%|█▌ | 21/133 [00:20<01:52, 1.01s/it] 14253 0.4480 0.0424 0.0010 : 17%|█▋ | 22/133 [00:21<01:46, 1.04it/s] 14253 0.4480 0.0424 0.0010 : 17%|█▋ | 23/133 [00:22<01:45, 1.04it/s] 14253 0.4480 0.0424 0.0010 : 18%|█▊ | 24/133 [00:23<01:39, 1.09it/s] 14253 0.4480 0.0424 0.0010 : 19%|█▉ | 25/133 [00:24<01:39, 1.08it/s] 14253 0.4480 0.0424 0.0010 : 20%|█▉ | 26/133 [00:25<01:49, 1.02s/it] 14253 0.4480 0.0424 0.0010 : 20%|██ | 27/133 [00:26<01:35, 1.11it/s] 14253 0.4480 0.0424 0.0010 : 21%|██ | 28/133 [00:27<01:46, 1.01s/it] 14253 0.4480 0.0424 0.0010 : 22%|██▏ | 29/133 [00:28<01:35, 1.09it/s] 14253 0.4480 0.0424 0.0010 : 23%|██▎ | 30/133 [00:29<01:40, 1.02it/s] 14253 0.4480 0.0424 0.0010 : 23%|██▎ | 31/133 [00:30<01:40, 1.01it/s] 14253 0.4480 0.0424 0.0010 : 24%|██▍ | 32/133 [00:31<01:39, 1.02it/s] 14253 0.4480 0.0424 0.0010 : 25%|██▍ | 33/133 [00:32<01:36, 1.03it/s] 14253 0.4480 0.0424 0.0010 : 26%|██▌ | 34/133 [00:33<01:39, 1.00s/it] 14253 0.4480 0.0424 0.0010 : 26%|██▋ | 35/133 [00:34<01:42, 1.05s/it] 14253 0.4480 0.0424 0.0010 : 27%|██▋ | 36/133 [00:35<01:40, 1.03s/it] 14253 0.4480 0.0424 0.0010 : 28%|██▊ | 37/133 [00:36<01:33, 1.03it/s] 14253 0.4480 0.0424 0.0010 : 29%|██▊ | 38/133 [00:37<01:30, 1.05it/s] 14253 0.4480 0.0424 0.0010 : 29%|██▉ | 39/133 [00:38<01:36, 1.02s/it] 14273 0.4480 0.0429 0.0012 : 29%|██▉ | 39/133 [00:39<01:36, 1.02s/it] 14273 0.4480 0.0429 0.0012 : 30%|███ | 40/133 [00:39<01:39, 1.07s/it] 14273 0.4480 0.0429 0.0012 : 31%|███ | 41/133 [00:40<01:33, 1.02s/it] 14273 0.4480 0.0429 0.0012 : 32%|███▏ | 42/133 [00:41<01:27, 1.04it/s] 14273 0.4480 0.0429 0.0012 : 32%|███▏ | 43/133 [00:42<01:25, 1.05it/s] 14273 0.4480 0.0429 0.0012 : 33%|███▎ | 44/133 [00:43<01:31, 1.02s/it] 14273 0.4480 0.0429 0.0012 : 34%|███▍ | 45/133 [00:44<01:35, 1.09s/it] 14273 0.4480 0.0429 0.0012 : 35%|███▍ | 46/133 [00:45<01:28, 1.01s/it] 14273 0.4480 0.0429 0.0012 : 35%|███▌ | 47/133 [00:46<01:26, 1.01s/it] 14273 0.4480 0.0429 0.0012 : 36%|███▌ | 48/133 [00:47<01:30, 1.06s/it] 14273 0.4480 0.0429 0.0012 : 37%|███▋ | 49/133 [00:48<01:32, 1.10s/it] 14273 0.4480 0.0429 0.0012 : 38%|███▊ | 50/133 [00:49<01:20, 1.03it/s] 14273 0.4480 0.0429 0.0012 : 38%|███▊ | 51/133 [00:49<01:10, 1.16it/s] 14273 0.4480 0.0429 0.0012 : 39%|███▉ | 52/133 [00:51<01:15, 1.07it/s] 14273 0.4480 0.0429 0.0012 : 40%|███▉ | 53/133 [00:51<01:12, 1.10it/s] 14273 0.4480 0.0429 0.0012 : 41%|████ | 54/133 [00:53<01:17, 1.02it/s] 14273 0.4480 0.0429 0.0012 : 41%|████▏ | 55/133 [00:54<01:21, 1.04s/it] 14273 0.4480 0.0429 0.0012 : 42%|████▏ | 56/133 [00:55<01:18, 1.03s/it] 14273 0.4480 0.0429 0.0012 : 43%|████▎ | 57/133 [00:55<01:09, 1.09it/s] 14273 0.4480 0.0429 0.0012 : 44%|████▎ | 58/133 [00:56<01:08, 1.09it/s] 14273 0.4480 0.0429 0.0012 : 44%|████▍ | 59/133 [00:57<01:05, 1.13it/s] 14293 0.4364 0.0335 0.0006 : 44%|████▍ | 59/133 [00:58<01:05, 1.13it/s] 14293 0.4364 0.0335 0.0006 : 45%|████▌ | 60/133 [00:58<01:00, 1.21it/s] 14293 0.4364 0.0335 0.0006 : 46%|████▌ | 61/133 [00:59<01:06, 1.09it/s] 14293 0.4364 0.0335 0.0006 : 47%|████▋ | 62/133 [01:00<01:07, 1.06it/s] 14293 0.4364 0.0335 0.0006 : 47%|████▋ | 63/133 [01:01<00:59, 1.18it/s] 14293 0.4364 0.0335 0.0006 : 48%|████▊ | 64/133 [01:01<00:59, 1.15it/s] 14293 0.4364 0.0335 0.0006 : 49%|████▉ | 65/133 [01:02<01:01, 1.11it/s] 14293 0.4364 0.0335 0.0006 : 50%|████▉ | 66/133 [01:04<01:07, 1.00s/it] 14293 0.4364 0.0335 0.0006 : 50%|█████ | 67/133 [01:05<01:09, 1.06s/it] 14293 0.4364 0.0335 0.0006 : 51%|█████ | 68/133 [01:05<01:00, 1.08it/s] 14293 0.4364 0.0335 0.0006 : 52%|█████▏ | 69/133 [01:06<00:52, 1.21it/s] 14293 0.4364 0.0335 0.0006 : 53%|█████▎ | 70/133 [01:07<00:47, 1.34it/s] 14293 0.4364 0.0335 0.0006 : 53%|█████▎ | 71/133 [01:08<00:53, 1.16it/s] 14293 0.4364 0.0335 0.0006 : 54%|█████▍ | 72/133 [01:08<00:47, 1.28it/s] 14293 0.4364 0.0335 0.0006 : 55%|█████▍ | 73/133 [01:10<00:53, 1.11it/s] 14293 0.4364 0.0335 0.0006 : 56%|█████▌ | 74/133 [01:10<00:48, 1.21it/s] 14293 0.4364 0.0335 0.0006 : 56%|█████▋ | 75/133 [01:11<00:49, 1.16it/s] 14293 0.4364 0.0335 0.0006 : 57%|█████▋ | 76/133 [01:12<00:50, 1.13it/s] 14293 0.4364 0.0335 0.0006 : 58%|█████▊ | 77/133 [01:13<00:51, 1.09it/s] 14293 0.4364 0.0335 0.0006 : 59%|█████▊ | 78/133 [01:14<00:54, 1.00it/s] 14293 0.4364 0.0335 0.0006 : 59%|█████▉ | 79/133 [01:15<00:57, 1.06s/it] 14313 0.4286 0.0412 0.0013 : 59%|█████▉ | 79/133 [01:16<00:57, 1.06s/it] 14313 0.4286 0.0412 0.0013 : 60%|██████ | 80/133 [01:16<00:55, 1.05s/it] 14313 0.4286 0.0412 0.0013 : 61%|██████ | 81/133 [01:18<00:56, 1.09s/it] 14313 0.4286 0.0412 0.0013 : 62%|██████▏ | 82/133 [01:19<00:57, 1.13s/it] 14313 0.4286 0.0412 0.0013 : 62%|██████▏ | 83/133 [01:20<00:48, 1.02it/s] 14313 0.4286 0.0412 0.0013 : 63%|██████▎ | 84/133 [01:21<00:49, 1.02s/it] 14313 0.4286 0.0412 0.0013 : 64%|██████▍ | 85/133 [01:21<00:42, 1.13it/s] 14313 0.4286 0.0412 0.0013 : 65%|██████▍ | 86/133 [01:22<00:44, 1.06it/s] 14313 0.4286 0.0412 0.0013 : 65%|██████▌ | 87/133 [01:23<00:46, 1.01s/it] 14313 0.4286 0.0412 0.0013 : 66%|██████▌ | 88/133 [01:25<00:46, 1.03s/it] 14313 0.4286 0.0412 0.0013 : 67%|██████▋ | 89/133 [01:26<00:44, 1.02s/it] 14313 0.4286 0.0412 0.0013 : 68%|██████▊ | 90/133 [01:27<00:45, 1.07s/it] 14313 0.4286 0.0412 0.0013 : 68%|██████▊ | 91/133 [01:28<00:44, 1.07s/it] 14313 0.4286 0.0412 0.0013 : 69%|██████▉ | 92/133 [01:29<00:41, 1.02s/it] 14313 0.4286 0.0412 0.0013 : 70%|██████▉ | 93/133 [01:30<00:39, 1.01it/s] 14313 0.4286 0.0412 0.0013 : 71%|███████ | 94/133 [01:31<00:40, 1.03s/it] 14313 0.4286 0.0412 0.0013 : 71%|███████▏ | 95/133 [01:31<00:34, 1.09it/s] 14313 0.4286 0.0412 0.0013 : 72%|███████▏ | 96/133 [01:32<00:34, 1.07it/s] 14313 0.4286 0.0412 0.0013 : 73%|███████▎ | 97/133 [01:33<00:32, 1.12it/s] 14313 0.4286 0.0412 0.0013 : 74%|███████▎ | 98/133 [01:34<00:34, 1.03it/s] 14313 0.4286 0.0412 0.0013 : 74%|███████▍ | 99/133 [01:35<00:35, 1.03s/it] 14333 0.4318 0.0404 0.0008 : 74%|███████▍ | 99/133 [01:36<00:35, 1.03s/it] 14333 0.4318 0.0404 0.0008 : 75%|███████▌ | 100/133 [01:36<00:33, 1.02s/it] 14333 0.4318 0.0404 0.0008 : 76%|███████▌ | 101/133 [01:38<00:34, 1.08s/it] 14333 0.4318 0.0404 0.0008 : 77%|███████▋ | 102/133 [01:39<00:30, 1.01it/s] 14333 0.4318 0.0404 0.0008 : 77%|███████▋ | 103/133 [01:39<00:26, 1.13it/s] 14333 0.4318 0.0404 0.0008 : 78%|███████▊ | 104/133 [01:40<00:27, 1.05it/s] 14333 0.4318 0.0404 0.0008 : 79%|███████▉ | 105/133 [01:41<00:26, 1.05it/s] 14333 0.4318 0.0404 0.0008 : 80%|███████▉ | 106/133 [01:42<00:26, 1.04it/s] 14333 0.4318 0.0404 0.0008 : 80%|████████ | 107/133 [01:43<00:26, 1.03s/it] 14333 0.4318 0.0404 0.0008 : 81%|████████ | 108/133 [01:44<00:24, 1.01it/s] 14333 0.4318 0.0404 0.0008 : 82%|████████▏ | 109/133 [01:45<00:23, 1.03it/s] 14333 0.4318 0.0404 0.0008 : 83%|████████▎ | 110/133 [01:46<00:19, 1.15it/s] 14333 0.4318 0.0404 0.0008 : 83%|████████▎ | 111/133 [01:47<00:20, 1.05it/s] 14333 0.4318 0.0404 0.0008 : 84%|████████▍ | 112/133 [01:48<00:21, 1.02s/it] 14333 0.4318 0.0404 0.0008 : 85%|████████▍ | 113/133 [01:49<00:20, 1.01s/it] 14333 0.4318 0.0404 0.0008 : 86%|████████▌ | 114/133 [01:50<00:20, 1.07s/it] 14333 0.4318 0.0404 0.0008 : 86%|████████▋ | 115/133 [01:52<00:19, 1.10s/it] 14333 0.4318 0.0404 0.0008 : 87%|████████▋ | 116/133 [01:52<00:17, 1.05s/it] 14333 0.4318 0.0404 0.0008 : 88%|████████▊ | 117/133 [01:54<00:17, 1.08s/it] 14333 0.4318 0.0404 0.0008 : 89%|████████▊ | 118/133 [01:55<00:16, 1.10s/it] 14333 0.4318 0.0404 0.0008 : 89%|████████▉ | 119/133 [01:56<00:14, 1.01s/it] 14353 0.4025 0.0348 0.0006 : 89%|████████▉ | 119/133 [01:56<00:14, 1.01s/it] 14353 0.4025 0.0348 0.0006 : 90%|█████████ | 120/133 [01:56<00:11, 1.10it/s] 14353 0.4025 0.0348 0.0006 : 91%|█████████ | 121/133 [01:57<00:11, 1.01it/s] 14353 0.4025 0.0348 0.0006 : 92%|█████████▏| 122/133 [01:58<00:09, 1.13it/s] 14353 0.4025 0.0348 0.0006 : 92%|█████████▏| 123/133 [01:59<00:08, 1.24it/s] 14353 0.4025 0.0348 0.0006 : 93%|█████████▎| 124/133 [02:00<00:07, 1.19it/s] 14353 0.4025 0.0348 0.0006 : 94%|█████████▍| 125/133 [02:00<00:06, 1.29it/s] 14353 0.4025 0.0348 0.0006 : 95%|█████████▍| 126/133 [02:01<00:06, 1.12it/s] 14353 0.4025 0.0348 0.0006 : 95%|█████████▌| 127/133 [02:02<00:04, 1.24it/s] 14353 0.4025 0.0348 0.0006 : 96%|█████████▌| 128/133 [02:03<00:04, 1.12it/s] 14353 0.4025 0.0348 0.0006 : 97%|█████████▋| 129/133 [02:04<00:03, 1.09it/s] 14353 0.4025 0.0348 0.0006 : 98%|█████████▊| 130/133 [02:05<00:02, 1.07it/s] 14353 0.4025 0.0348 0.0006 : 98%|█████████▊| 131/133 [02:06<00:01, 1.05it/s] 14353 0.4025 0.0348 0.0006 : 99%|█████████▉| 132/133 [02:07<00:01, 1.02s/it] 14353 0.4025 0.0348 0.0006 : 100%|██████████| 133/133 [02:08<00:00, 1.06s/it] 14353 0.4025 0.0348 0.0006 : 100%|██████████| 133/133 [02:08<00:00, 1.03it/s] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 2 epoch_size: 133 batches_per_epoch: 133 batch_size: 1 optim_type: 'image' 0%| | 0/133 [00:00<?, ?it/s] 1%| | 1/133 [00:00<01:16, 1.72it/s] 2%|▏ | 2/133 [00:01<01:17, 1.70it/s] 2%|▏ | 3/133 [00:02<01:56, 1.12it/s] 3%|▎ | 4/133 [00:03<02:11, 1.02s/it] 4%|▍ | 5/133 [00:04<02:04, 1.03it/s] 5%|▍ | 6/133 [00:05<01:50, 1.15it/s] 5%|▌ | 7/133 [00:05<01:39, 1.27it/s] 6%|▌ | 8/133 [00:06<01:30, 1.38it/s] 7%|▋ | 9/133 [00:07<01:47, 1.16it/s] 8%|▊ | 10/133 [00:08<01:58, 1.04it/s] 8%|▊ | 11/133 [00:09<01:58, 1.03it/s] 9%|▉ | 12/133 [00:10<01:43, 1.16it/s] 10%|▉ | 13/133 [00:11<01:53, 1.06it/s] 11%|█ | 14/133 [00:12<01:59, 1.00s/it] 11%|█▏ | 15/133 [00:13<02:02, 1.04s/it] 12%|█▏ | 16/133 [00:14<02:00, 1.03s/it] 13%|█▎ | 17/133 [00:15<02:04, 1.08s/it] 14%|█▎ | 18/133 [00:17<02:07, 1.11s/it] 14%|█▍ | 19/133 [00:18<02:12, 1.16s/it] 14386 0.4027 0.0496 0.0012 : 14%|█▍ | 19/133 [00:19<02:12, 1.16s/it] 14386 0.4027 0.0496 0.0012 : 15%|█▌ | 20/133 [00:19<02:13, 1.18s/it] 14386 0.4027 0.0496 0.0012 : 16%|█▌ | 21/133 [00:20<02:10, 1.17s/it] 14386 0.4027 0.0496 0.0012 : 17%|█▋ | 22/133 [00:21<02:02, 1.11s/it] 14386 0.4027 0.0496 0.0012 : 17%|█▋ | 23/133 [00:22<02:03, 1.12s/it] 14386 0.4027 0.0496 0.0012 : 18%|█▊ | 24/133 [00:24<02:03, 1.14s/it] 14386 0.4027 0.0496 0.0012 : 19%|█▉ | 25/133 [00:24<01:53, 1.05s/it] 14386 0.4027 0.0496 0.0012 : 20%|█▉ | 26/133 [00:25<01:45, 1.01it/s] 14386 0.4027 0.0496 0.0012 : 20%|██ | 27/133 [00:26<01:51, 1.06s/it] 14386 0.4027 0.0496 0.0012 : 21%|██ | 28/133 [00:28<01:54, 1.09s/it] 14386 0.4027 0.0496 0.0012 : 22%|██▏ | 29/133 [00:29<01:56, 1.12s/it] 14386 0.4027 0.0496 0.0012 : 23%|██▎ | 30/133 [00:30<01:57, 1.14s/it] 14386 0.4027 0.0496 0.0012 : 23%|██▎ | 31/133 [00:31<01:57, 1.16s/it] 14386 0.4027 0.0496 0.0012 : 24%|██▍ | 32/133 [00:32<01:56, 1.15s/it] 14386 0.4027 0.0496 0.0012 : 25%|██▍ | 33/133 [00:34<01:56, 1.16s/it] 14386 0.4027 0.0496 0.0012 : 26%|██▌ | 34/133 [00:35<01:54, 1.15s/it] 14386 0.4027 0.0496 0.0012 : 26%|██▋ | 35/133 [00:36<01:52, 1.15s/it] 14386 0.4027 0.0496 0.0012 : 27%|██▋ | 36/133 [00:37<01:53, 1.17s/it] 14386 0.4027 0.0496 0.0012 : 28%|██▊ | 37/133 [00:38<01:36, 1.00s/it] 14386 0.4027 0.0496 0.0012 : 29%|██▊ | 38/133 [00:39<01:37, 1.03s/it] 14386 0.4027 0.0496 0.0012 : 29%|██▉ | 39/133 [00:40<01:40, 1.07s/it] 14406 0.4010 0.0429 0.0011 : 29%|██▉ | 39/133 [00:41<01:40, 1.07s/it] 14406 0.4010 0.0429 0.0011 : 30%|███ | 40/133 [00:41<01:42, 1.10s/it] 14406 0.4010 0.0429 0.0011 : 31%|███ | 41/133 [00:42<01:30, 1.02it/s] 14406 0.4010 0.0429 0.0011 : 32%|███▏ | 42/133 [00:43<01:35, 1.05s/it] 14406 0.4010 0.0429 0.0011 : 32%|███▏ | 43/133 [00:44<01:36, 1.07s/it] 14406 0.4010 0.0429 0.0011 : 33%|███▎ | 44/133 [00:45<01:33, 1.05s/it] 14406 0.4010 0.0429 0.0011 : 34%|███▍ | 45/133 [00:46<01:22, 1.06it/s] 14406 0.4010 0.0429 0.0011 : 35%|███▍ | 46/133 [00:47<01:21, 1.07it/s] 14406 0.4010 0.0429 0.0011 : 35%|███▌ | 47/133 [00:47<01:11, 1.20it/s] 14406 0.4010 0.0429 0.0011 : 36%|███▌ | 48/133 [00:48<01:17, 1.09it/s] 14406 0.4010 0.0429 0.0011 : 37%|███▋ | 49/133 [00:49<01:09, 1.21it/s] 14406 0.4010 0.0429 0.0011 : 38%|███▊ | 50/133 [00:50<01:17, 1.07it/s] 14406 0.4010 0.0429 0.0011 : 38%|███▊ | 51/133 [00:51<01:21, 1.01it/s] 14406 0.4010 0.0429 0.0011 : 39%|███▉ | 52/133 [00:52<01:19, 1.02it/s] 14406 0.4010 0.0429 0.0011 : 40%|███▉ | 53/133 [00:53<01:09, 1.14it/s] 14406 0.4010 0.0429 0.0011 : 41%|████ | 54/133 [00:54<01:16, 1.04it/s] 14406 0.4010 0.0429 0.0011 : 41%|████▏ | 55/133 [00:55<01:20, 1.03s/it] 14406 0.4010 0.0429 0.0011 : 42%|████▏ | 56/133 [00:56<01:14, 1.03it/s] 14406 0.4010 0.0429 0.0011 : 43%|████▎ | 57/133 [00:57<01:18, 1.03s/it] 14406 0.4010 0.0429 0.0011 : 44%|████▎ | 58/133 [00:59<01:22, 1.10s/it] 14406 0.4010 0.0429 0.0011 : 44%|████▍ | 59/133 [01:00<01:22, 1.11s/it] 14426 0.4049 0.0296 0.0008 : 44%|████▍ | 59/133 [01:00<01:22, 1.11s/it] 14426 0.4049 0.0296 0.0008 : 45%|████▌ | 60/133 [01:00<01:09, 1.05it/s] 14426 0.4049 0.0296 0.0008 : 46%|████▌ | 61/133 [01:01<01:02, 1.15it/s] 14426 0.4049 0.0296 0.0008 : 47%|████▋ | 62/133 [01:02<01:03, 1.11it/s] 14426 0.4049 0.0296 0.0008 : 47%|████▋ | 63/133 [01:03<01:08, 1.03it/s] 14426 0.4049 0.0296 0.0008 : 48%|████▊ | 64/133 [01:04<01:07, 1.02it/s] 14426 0.4049 0.0296 0.0008 : 49%|████▉ | 65/133 [01:05<01:10, 1.04s/it] 14426 0.4049 0.0296 0.0008 : 50%|████▉ | 66/133 [01:06<01:02, 1.08it/s] 14426 0.4049 0.0296 0.0008 : 50%|█████ | 67/133 [01:07<01:04, 1.02it/s] 14426 0.4049 0.0296 0.0008 : 51%|█████ | 68/133 [01:08<01:07, 1.05s/it] 14426 0.4049 0.0296 0.0008 : 52%|█████▏ | 69/133 [01:09<01:00, 1.06it/s] 14426 0.4049 0.0296 0.0008 : 53%|█████▎ | 70/133 [01:10<01:03, 1.02s/it] 14426 0.4049 0.0296 0.0008 : 53%|█████▎ | 71/133 [01:11<01:06, 1.07s/it] 14426 0.4049 0.0296 0.0008 : 54%|█████▍ | 72/133 [01:12<00:57, 1.06it/s] 14426 0.4049 0.0296 0.0008 : 55%|█████▍ | 73/133 [01:13<00:59, 1.00it/s] 14426 0.4049 0.0296 0.0008 : 56%|█████▌ | 74/133 [01:14<01:03, 1.08s/it] 14426 0.4049 0.0296 0.0008 : 56%|█████▋ | 75/133 [01:15<01:00, 1.05s/it] 14426 0.4049 0.0296 0.0008 : 57%|█████▋ | 76/133 [01:17<01:04, 1.12s/it] 14426 0.4049 0.0296 0.0008 : 58%|█████▊ | 77/133 [01:18<01:03, 1.13s/it] 14426 0.4049 0.0296 0.0008 : 59%|█████▊ | 78/133 [01:18<00:54, 1.00it/s] 14426 0.4049 0.0296 0.0008 : 59%|█████▉ | 79/133 [01:19<00:50, 1.06it/s] 14446 0.4065 0.0495 0.0015 : 59%|█████▉ | 79/133 [01:20<00:50, 1.06it/s] 14446 0.4065 0.0495 0.0015 : 60%|██████ | 80/133 [01:20<00:49, 1.06it/s] 14446 0.4065 0.0495 0.0015 : 61%|██████ | 81/133 [01:21<00:46, 1.12it/s] 14446 0.4065 0.0495 0.0015 : 62%|██████▏ | 82/133 [01:22<00:49, 1.04it/s] 14446 0.4065 0.0495 0.0015 : 62%|██████▏ | 83/133 [01:23<00:43, 1.16it/s] 14446 0.4065 0.0495 0.0015 : 63%|██████▎ | 84/133 [01:24<00:45, 1.08it/s] 14446 0.4065 0.0495 0.0015 : 64%|██████▍ | 85/133 [01:24<00:40, 1.20it/s] 14446 0.4065 0.0495 0.0015 : 65%|██████▍ | 86/133 [01:26<00:44, 1.06it/s] 14446 0.4065 0.0495 0.0015 : 65%|██████▌ | 87/133 [01:26<00:39, 1.17it/s] 14446 0.4065 0.0495 0.0015 : 66%|██████▌ | 88/133 [01:27<00:42, 1.07it/s] 14446 0.4065 0.0495 0.0015 : 67%|██████▋ | 89/133 [01:29<00:43, 1.00it/s] 14446 0.4065 0.0495 0.0015 : 68%|██████▊ | 90/133 [01:30<00:45, 1.06s/it] 14446 0.4065 0.0495 0.0015 : 68%|██████▊ | 91/133 [01:30<00:39, 1.06it/s] 14446 0.4065 0.0495 0.0015 : 69%|██████▉ | 92/133 [01:32<00:41, 1.00s/it] 14446 0.4065 0.0495 0.0015 : 70%|██████▉ | 93/133 [01:33<00:42, 1.07s/it] 14446 0.4065 0.0495 0.0015 : 71%|███████ | 94/133 [01:33<00:36, 1.06it/s] 14446 0.4065 0.0495 0.0015 : 71%|███████▏ | 95/133 [01:34<00:31, 1.20it/s] 14446 0.4065 0.0495 0.0015 : 72%|███████▏ | 96/133 [01:35<00:34, 1.08it/s] 14446 0.4065 0.0495 0.0015 : 73%|███████▎ | 97/133 [01:36<00:30, 1.20it/s] 14446 0.4065 0.0495 0.0015 : 74%|███████▎ | 98/133 [01:37<00:33, 1.06it/s] 14446 0.4065 0.0495 0.0015 : 74%|███████▍ | 99/133 [01:38<00:28, 1.20it/s] 14466 0.3656 0.0381 0.0008 : 74%|███████▍ | 99/133 [01:38<00:28, 1.20it/s] 14466 0.3656 0.0381 0.0008 : 75%|███████▌ | 100/133 [01:38<00:26, 1.23it/s] 14466 0.3656 0.0381 0.0008 : 76%|███████▌ | 101/133 [01:39<00:28, 1.12it/s] 14466 0.3656 0.0381 0.0008 : 77%|███████▋ | 102/133 [01:41<00:29, 1.04it/s] 14466 0.3656 0.0381 0.0008 : 77%|███████▋ | 103/133 [01:41<00:28, 1.03it/s] 14466 0.3656 0.0381 0.0008 : 78%|███████▊ | 104/133 [01:43<00:29, 1.02s/it] 14466 0.3656 0.0381 0.0008 : 79%|███████▉ | 105/133 [01:43<00:25, 1.11it/s] 14466 0.3656 0.0381 0.0008 : 80%|███████▉ | 106/133 [01:44<00:23, 1.14it/s] 14466 0.3656 0.0381 0.0008 : 80%|████████ | 107/133 [01:45<00:24, 1.05it/s] 14466 0.3656 0.0381 0.0008 : 81%|████████ | 108/133 [01:46<00:21, 1.17it/s] 14466 0.3656 0.0381 0.0008 : 82%|████████▏ | 109/133 [01:47<00:22, 1.06it/s] 14466 0.3656 0.0381 0.0008 : 83%|████████▎ | 110/133 [01:48<00:23, 1.02s/it] 14466 0.3656 0.0381 0.0008 : 83%|████████▎ | 111/133 [01:49<00:22, 1.01s/it] 14466 0.3656 0.0381 0.0008 : 84%|████████▍ | 112/133 [01:50<00:21, 1.04s/it] 14466 0.3656 0.0381 0.0008 : 85%|████████▍ | 113/133 [01:51<00:20, 1.01s/it] 14466 0.3656 0.0381 0.0008 : 86%|████████▌ | 114/133 [01:52<00:20, 1.06s/it] 14466 0.3656 0.0381 0.0008 : 86%|████████▋ | 115/133 [01:53<00:18, 1.04s/it] 14466 0.3656 0.0381 0.0008 : 87%|████████▋ | 116/133 [01:55<00:18, 1.08s/it] 14466 0.3656 0.0381 0.0008 : 88%|████████▊ | 117/133 [01:55<00:16, 1.04s/it] 14466 0.3656 0.0381 0.0008 : 89%|████████▊ | 118/133 [01:56<00:15, 1.01s/it] 14466 0.3656 0.0381 0.0008 : 89%|████████▉ | 119/133 [01:58<00:14, 1.07s/it] 14486 0.4177 0.0366 0.0007 : 89%|████████▉ | 119/133 [01:58<00:14, 1.07s/it] 14486 0.4177 0.0366 0.0007 : 90%|█████████ | 120/133 [01:58<00:12, 1.06it/s] 14486 0.4177 0.0366 0.0007 : 91%|█████████ | 121/133 [01:59<00:12, 1.00s/it] 14486 0.4177 0.0366 0.0007 : 92%|█████████▏| 122/133 [02:00<00:10, 1.00it/s] 14486 0.4177 0.0366 0.0007 : 92%|█████████▏| 123/133 [02:02<00:10, 1.05s/it] 14486 0.4177 0.0366 0.0007 : 93%|█████████▎| 124/133 [02:03<00:10, 1.12s/it] 14486 0.4177 0.0366 0.0007 : 94%|█████████▍| 125/133 [02:04<00:08, 1.08s/it] 14486 0.4177 0.0366 0.0007 : 95%|█████████▍| 126/133 [02:05<00:07, 1.10s/it] 14486 0.4177 0.0366 0.0007 : 95%|█████████▌| 127/133 [02:06<00:06, 1.12s/it] 14486 0.4177 0.0366 0.0007 : 96%|█████████▌| 128/133 [02:07<00:05, 1.08s/it] 14486 0.4177 0.0366 0.0007 : 97%|█████████▋| 129/133 [02:08<00:04, 1.12s/it] 14486 0.4177 0.0366 0.0007 : 98%|█████████▊| 130/133 [02:10<00:03, 1.13s/it] 14486 0.4177 0.0366 0.0007 : 98%|█████████▊| 131/133 [02:10<00:02, 1.08s/it] 14486 0.4177 0.0366 0.0007 : 99%|█████████▉| 132/133 [02:12<00:01, 1.12s/it] 14486 0.4177 0.0366 0.0007 : 100%|██████████| 133/133 [02:13<00:00, 1.09s/it] 14486 0.4177 0.0366 0.0007 : 100%|██████████| 133/133 [02:13<00:00, 1.00s/it] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 3 epoch_size: 133 batches_per_epoch: 133 batch_size: 1 optim_type: 'image' 0%| | 0/133 [00:00<?, ?it/s] 1%| | 1/133 [00:00<02:10, 1.01it/s] 2%|▏ | 2/133 [00:02<02:22, 1.09s/it] 2%|▏ | 3/133 [00:02<01:54, 1.14it/s] 3%|▎ | 4/133 [00:03<02:08, 1.00it/s] 4%|▍ | 5/133 [00:05<02:10, 1.02s/it] 5%|▍ | 6/133 [00:06<02:15, 1.07s/it] 5%|▌ | 7/133 [00:07<02:22, 1.13s/it] 6%|▌ | 8/133 [00:08<02:13, 1.07s/it] 7%|▋ | 9/133 [00:09<02:04, 1.00s/it] 8%|▊ | 10/133 [00:10<01:57, 1.05it/s] 8%|▊ | 11/133 [00:11<02:04, 1.02s/it] 9%|▉ | 12/133 [00:12<02:03, 1.02s/it] 10%|▉ | 13/133 [00:13<01:54, 1.05it/s] 11%|█ | 14/133 [00:14<01:59, 1.01s/it] 11%|█▏ | 15/133 [00:15<01:55, 1.02it/s] 12%|█▏ | 16/133 [00:16<01:54, 1.02it/s] 13%|█▎ | 17/133 [00:17<01:52, 1.03it/s] 14%|█▎ | 18/133 [00:18<01:58, 1.03s/it] 14%|█▍ | 19/133 [00:19<01:56, 1.02s/it] 14519 0.3976 0.0502 0.0018 : 14%|█▍ | 19/133 [00:20<01:56, 1.02s/it] 14519 0.3976 0.0502 0.0018 : 15%|█▌ | 20/133 [00:20<02:02, 1.08s/it] 14519 0.3976 0.0502 0.0018 : 16%|█▌ | 21/133 [00:21<01:57, 1.05s/it] 14519 0.3976 0.0502 0.0018 : 17%|█▋ | 22/133 [00:22<02:01, 1.09s/it] 14519 0.3976 0.0502 0.0018 : 17%|█▋ | 23/133 [00:23<01:43, 1.06it/s] 14519 0.3976 0.0502 0.0018 : 18%|█▊ | 24/133 [00:24<01:45, 1.03it/s] 14519 0.3976 0.0502 0.0018 : 19%|█▉ | 25/133 [00:25<01:52, 1.04s/it] 14519 0.3976 0.0502 0.0018 : 20%|█▉ | 26/133 [00:26<01:37, 1.10it/s] 14519 0.3976 0.0502 0.0018 : 20%|██ | 27/133 [00:27<01:45, 1.01it/s] 14519 0.3976 0.0502 0.0018 : 21%|██ | 28/133 [00:28<01:43, 1.01it/s] 14519 0.3976 0.0502 0.0018 : 22%|██▏ | 29/133 [00:29<01:47, 1.04s/it] 14519 0.3976 0.0502 0.0018 : 23%|██▎ | 30/133 [00:30<01:52, 1.09s/it] 14519 0.3976 0.0502 0.0018 : 23%|██▎ | 31/133 [00:31<01:54, 1.12s/it] 14519 0.3976 0.0502 0.0018 : 24%|██▍ | 32/133 [00:32<01:50, 1.09s/it] 14519 0.3976 0.0502 0.0018 : 25%|██▍ | 33/133 [00:33<01:36, 1.04it/s] 14519 0.3976 0.0502 0.0018 : 26%|██▌ | 34/133 [00:34<01:41, 1.03s/it] 14519 0.3976 0.0502 0.0018 : 26%|██▋ | 35/133 [00:35<01:40, 1.03s/it] 14519 0.3976 0.0502 0.0018 : 27%|██▋ | 36/133 [00:36<01:43, 1.06s/it] 14519 0.3976 0.0502 0.0018 : 28%|██▊ | 37/133 [00:37<01:42, 1.07s/it] 14519 0.3976 0.0502 0.0018 : 29%|██▊ | 38/133 [00:39<01:45, 1.11s/it] 14519 0.3976 0.0502 0.0018 : 29%|██▉ | 39/133 [00:40<01:46, 1.13s/it] 14539 0.3862 0.0497 0.0016 : 29%|██▉ | 39/133 [00:41<01:46, 1.13s/it] 14539 0.3862 0.0497 0.0016 : 30%|███ | 40/133 [00:41<01:41, 1.09s/it] 14539 0.3862 0.0497 0.0016 : 31%|███ | 41/133 [00:42<01:36, 1.05s/it] 14539 0.3862 0.0497 0.0016 : 32%|███▏ | 42/133 [00:43<01:32, 1.02s/it] 14539 0.3862 0.0497 0.0016 : 32%|███▏ | 43/133 [00:44<01:30, 1.00s/it] 14539 0.3862 0.0497 0.0016 : 33%|███▎ | 44/133 [00:45<01:34, 1.06s/it] 14539 0.3862 0.0497 0.0016 : 34%|███▍ | 45/133 [00:45<01:21, 1.08it/s] 14539 0.3862 0.0497 0.0016 : 35%|███▍ | 46/133 [00:47<01:25, 1.01it/s] 14539 0.3862 0.0497 0.0016 : 35%|███▌ | 47/133 [00:48<01:32, 1.08s/it] 14539 0.3862 0.0497 0.0016 : 36%|███▌ | 48/133 [00:48<01:19, 1.06it/s] 14539 0.3862 0.0497 0.0016 : 37%|███▋ | 49/133 [00:49<01:19, 1.06it/s] 14539 0.3862 0.0497 0.0016 : 38%|███▊ | 50/133 [00:50<01:15, 1.10it/s] 14539 0.3862 0.0497 0.0016 : 38%|███▊ | 51/133 [00:51<01:18, 1.04it/s] 14539 0.3862 0.0497 0.0016 : 39%|███▉ | 52/133 [00:52<01:19, 1.02it/s] 14539 0.3862 0.0497 0.0016 : 40%|███▉ | 53/133 [00:53<01:11, 1.12it/s] 14539 0.3862 0.0497 0.0016 : 41%|████ | 54/133 [00:54<01:16, 1.03it/s] 14539 0.3862 0.0497 0.0016 : 41%|████▏ | 55/133 [00:55<01:07, 1.15it/s] 14539 0.3862 0.0497 0.0016 : 42%|████▏ | 56/133 [00:56<01:12, 1.06it/s] 14539 0.3862 0.0497 0.0016 : 43%|████▎ | 57/133 [00:57<01:16, 1.01s/it] 14539 0.3862 0.0497 0.0016 : 44%|████▎ | 58/133 [00:58<01:18, 1.05s/it] 14539 0.3862 0.0497 0.0016 : 44%|████▍ | 59/133 [00:59<01:15, 1.02s/it] 14559 0.3768 0.0472 0.0015 : 44%|████▍ | 59/133 [01:00<01:15, 1.02s/it] 14559 0.3768 0.0472 0.0015 : 45%|████▌ | 60/133 [01:00<01:10, 1.04it/s] 14559 0.3768 0.0472 0.0015 : 46%|████▌ | 61/133 [01:01<01:12, 1.01s/it] 14559 0.3768 0.0472 0.0015 : 47%|████▋ | 62/133 [01:02<01:14, 1.05s/it] 14559 0.3768 0.0472 0.0015 : 47%|████▋ | 63/133 [01:03<01:15, 1.08s/it] 14559 0.3768 0.0472 0.0015 : 48%|████▊ | 64/133 [01:04<01:10, 1.02s/it] 14559 0.3768 0.0472 0.0015 : 49%|████▉ | 65/133 [01:06<01:12, 1.06s/it] 14559 0.3768 0.0472 0.0015 : 50%|████▉ | 66/133 [01:06<01:08, 1.02s/it] 14559 0.3768 0.0472 0.0015 : 50%|█████ | 67/133 [01:07<01:06, 1.01s/it] 14559 0.3768 0.0472 0.0015 : 51%|█████ | 68/133 [01:09<01:11, 1.10s/it] 14559 0.3768 0.0472 0.0015 : 52%|█████▏ | 69/133 [01:10<01:14, 1.16s/it] 14559 0.3768 0.0472 0.0015 : 53%|█████▎ | 70/133 [01:11<01:13, 1.17s/it] 14559 0.3768 0.0472 0.0015 : 53%|█████▎ | 71/133 [01:12<01:12, 1.17s/it] 14559 0.3768 0.0472 0.0015 : 54%|█████▍ | 72/133 [01:14<01:10, 1.16s/it] 14559 0.3768 0.0472 0.0015 : 55%|█████▍ | 73/133 [01:15<01:09, 1.15s/it] 14559 0.3768 0.0472 0.0015 : 56%|█████▌ | 74/133 [01:15<00:59, 1.01s/it] 14559 0.3768 0.0472 0.0015 : 56%|█████▋ | 75/133 [01:17<01:01, 1.06s/it] 14559 0.3768 0.0472 0.0015 : 57%|█████▋ | 76/133 [01:18<01:02, 1.09s/it] 14559 0.3768 0.0472 0.0015 : 58%|█████▊ | 77/133 [01:19<01:02, 1.12s/it] 14559 0.3768 0.0472 0.0015 : 59%|█████▊ | 78/133 [01:20<01:01, 1.12s/it] 14559 0.3768 0.0472 0.0015 : 59%|█████▉ | 79/133 [01:21<00:53, 1.01it/s] 14579 0.3780 0.0436 0.0014 : 59%|█████▉ | 79/133 [01:22<00:53, 1.01it/s] 14579 0.3780 0.0436 0.0014 : 60%|██████ | 80/133 [01:22<00:51, 1.03it/s] 14579 0.3780 0.0436 0.0014 : 61%|██████ | 81/133 [01:22<00:46, 1.13it/s] 14579 0.3780 0.0436 0.0014 : 62%|██████▏ | 82/133 [01:23<00:49, 1.03it/s] 14579 0.3780 0.0436 0.0014 : 62%|██████▏ | 83/133 [01:24<00:49, 1.01it/s] 14579 0.3780 0.0436 0.0014 : 63%|██████▎ | 84/133 [01:25<00:48, 1.01it/s] 14579 0.3780 0.0436 0.0014 : 64%|██████▍ | 85/133 [01:27<00:49, 1.03s/it] 14579 0.3780 0.0436 0.0014 : 65%|██████▍ | 86/133 [01:28<00:50, 1.07s/it] 14579 0.3780 0.0436 0.0014 : 65%|██████▌ | 87/133 [01:29<00:50, 1.09s/it] 14579 0.3780 0.0436 0.0014 : 66%|██████▌ | 88/133 [01:30<00:47, 1.06s/it] 14579 0.3780 0.0436 0.0014 : 67%|██████▋ | 89/133 [01:31<00:48, 1.10s/it] 14579 0.3780 0.0436 0.0014 : 68%|██████▊ | 90/133 [01:32<00:46, 1.07s/it] 14579 0.3780 0.0436 0.0014 : 68%|██████▊ | 91/133 [01:33<00:45, 1.09s/it] 14579 0.3780 0.0436 0.0014 : 69%|██████▉ | 92/133 [01:34<00:46, 1.12s/it] 14579 0.3780 0.0436 0.0014 : 70%|██████▉ | 93/133 [01:36<00:45, 1.13s/it] 14579 0.3780 0.0436 0.0014 : 71%|███████ | 94/133 [01:37<00:44, 1.14s/it] 14579 0.3780 0.0436 0.0014 : 71%|███████▏ | 95/133 [01:37<00:37, 1.01it/s] 14579 0.3780 0.0436 0.0014 : 72%|███████▏ | 96/133 [01:38<00:32, 1.14it/s] 14579 0.3780 0.0436 0.0014 : 73%|███████▎ | 97/133 [01:39<00:28, 1.25it/s] 14579 0.3780 0.0436 0.0014 : 74%|███████▎ | 98/133 [01:40<00:32, 1.09it/s] 14579 0.3780 0.0436 0.0014 : 74%|███████▍ | 99/133 [01:41<00:33, 1.01it/s] 14599 0.3636 0.0481 0.0020 : 74%|███████▍ | 99/133 [01:42<00:33, 1.01it/s] 14599 0.3636 0.0481 0.0020 : 75%|███████▌ | 100/133 [01:42<00:34, 1.04s/it] 14599 0.3636 0.0481 0.0020 : 76%|███████▌ | 101/133 [01:43<00:33, 1.04s/it] 14599 0.3636 0.0481 0.0020 : 77%|███████▋ | 102/133 [01:44<00:33, 1.08s/it] 14599 0.3636 0.0481 0.0020 : 77%|███████▋ | 103/133 [01:45<00:33, 1.10s/it] 14599 0.3636 0.0481 0.0020 : 78%|███████▊ | 104/133 [01:47<00:33, 1.16s/it] 14599 0.3636 0.0481 0.0020 : 79%|███████▉ | 105/133 [01:48<00:31, 1.13s/it] 14599 0.3636 0.0481 0.0020 : 80%|███████▉ | 106/133 [01:49<00:29, 1.10s/it] 14599 0.3636 0.0481 0.0020 : 80%|████████ | 107/133 [01:50<00:29, 1.13s/it] 14599 0.3636 0.0481 0.0020 : 81%|████████ | 108/133 [01:51<00:27, 1.08s/it] 14599 0.3636 0.0481 0.0020 : 82%|████████▏ | 109/133 [01:52<00:24, 1.03s/it] 14599 0.3636 0.0481 0.0020 : 83%|████████▎ | 110/133 [01:53<00:21, 1.05it/s] 14599 0.3636 0.0481 0.0020 : 83%|████████▎ | 111/133 [01:54<00:22, 1.03s/it] 14599 0.3636 0.0481 0.0020 : 84%|████████▍ | 112/133 [01:55<00:20, 1.04it/s] 14599 0.3636 0.0481 0.0020 : 85%|████████▍ | 113/133 [01:56<00:19, 1.03it/s] 14599 0.3636 0.0481 0.0020 : 86%|████████▌ | 114/133 [01:57<00:18, 1.05it/s] 14599 0.3636 0.0481 0.0020 : 86%|████████▋ | 115/133 [01:57<00:15, 1.17it/s] 14599 0.3636 0.0481 0.0020 : 87%|████████▋ | 116/133 [01:58<00:13, 1.29it/s] 14599 0.3636 0.0481 0.0020 : 88%|████████▊ | 117/133 [01:59<00:14, 1.14it/s] 14599 0.3636 0.0481 0.0020 : 89%|████████▊ | 118/133 [02:00<00:14, 1.03it/s] 14599 0.3636 0.0481 0.0020 : 89%|████████▉ | 119/133 [02:01<00:14, 1.03s/it] 14619 0.3833 0.0471 0.0019 : 89%|████████▉ | 119/133 [02:02<00:14, 1.03s/it] 14619 0.3833 0.0471 0.0019 : 90%|█████████ | 120/133 [02:02<00:13, 1.07s/it] 14619 0.3833 0.0471 0.0019 : 91%|█████████ | 121/133 [02:04<00:12, 1.07s/it] 14619 0.3833 0.0471 0.0019 : 92%|█████████▏| 122/133 [02:04<00:10, 1.06it/s] 14619 0.3833 0.0471 0.0019 : 92%|█████████▏| 123/133 [02:05<00:08, 1.12it/s] 14619 0.3833 0.0471 0.0019 : 93%|█████████▎| 124/133 [02:06<00:08, 1.09it/s] 14619 0.3833 0.0471 0.0019 : 94%|█████████▍| 125/133 [02:07<00:07, 1.04it/s] 14619 0.3833 0.0471 0.0019 : 95%|█████████▍| 126/133 [02:08<00:07, 1.03s/it] 14619 0.3833 0.0471 0.0019 : 95%|█████████▌| 127/133 [02:09<00:06, 1.06s/it] 14619 0.3833 0.0471 0.0019 : 96%|█████████▌| 128/133 [02:11<00:05, 1.11s/it] 14619 0.3833 0.0471 0.0019 : 97%|█████████▋| 129/133 [02:12<00:04, 1.12s/it] 14619 0.3833 0.0471 0.0019 : 98%|█████████▊| 130/133 [02:13<00:03, 1.10s/it] 14619 0.3833 0.0471 0.0019 : 98%|█████████▊| 131/133 [02:14<00:02, 1.11s/it] 14619 0.3833 0.0471 0.0019 : 99%|█████████▉| 132/133 [02:15<00:01, 1.08s/it] 14619 0.3833 0.0471 0.0019 : 100%|██████████| 133/133 [02:16<00:00, 1.10s/it] 14619 0.3833 0.0471 0.0019 : 100%|██████████| 133/133 [02:16<00:00, 1.03s/it] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 4 epoch_size: 133 batches_per_epoch: 133 batch_size: 1 optim_type: 'image' 0%| | 0/133 [00:00<?, ?it/s] 1%| | 1/133 [00:00<01:15, 1.76it/s] 2%|▏ | 2/133 [00:01<02:09, 1.01it/s] 2%|▏ | 3/133 [00:02<02:15, 1.04s/it] 3%|▎ | 4/133 [00:03<02:02, 1.06it/s] 4%|▍ | 5/133 [00:04<02:09, 1.01s/it] 5%|▍ | 6/133 [00:05<01:55, 1.10it/s] 5%|▌ | 7/133 [00:06<01:56, 1.08it/s] 6%|▌ | 8/133 [00:07<01:44, 1.19it/s] 7%|▋ | 9/133 [00:08<01:49, 1.13it/s] 8%|▊ | 10/133 [00:09<02:01, 1.01it/s] 8%|▊ | 11/133 [00:10<02:07, 1.05s/it] 9%|▉ | 12/133 [00:11<02:12, 1.10s/it] 10%|▉ | 13/133 [00:12<02:13, 1.11s/it] 11%|█ | 14/133 [00:14<02:14, 1.13s/it] 11%|█▏ | 15/133 [00:15<02:15, 1.14s/it] 12%|█▏ | 16/133 [00:16<02:15, 1.16s/it] 13%|█▎ | 17/133 [00:17<02:16, 1.17s/it] 14%|█▎ | 18/133 [00:18<02:08, 1.12s/it] 14%|█▍ | 19/133 [00:19<01:50, 1.03it/s] 14652 0.3447 0.0523 0.0020 : 14%|█▍ | 19/133 [00:20<01:50, 1.03it/s] 14652 0.3447 0.0523 0.0020 : 15%|█▌ | 20/133 [00:20<01:57, 1.04s/it] 14652 0.3447 0.0523 0.0020 : 16%|█▌ | 21/133 [00:21<01:58, 1.06s/it] 14652 0.3447 0.0523 0.0020 : 17%|█▋ | 22/133 [00:22<02:04, 1.12s/it] 14652 0.3447 0.0523 0.0020 : 17%|█▋ | 23/133 [00:24<02:04, 1.13s/it] 14652 0.3447 0.0523 0.0020 : 18%|█▊ | 24/133 [00:25<02:03, 1.14s/it] 14652 0.3447 0.0523 0.0020 : 19%|█▉ | 25/133 [00:25<01:46, 1.02it/s] 14652 0.3447 0.0523 0.0020 : 20%|█▉ | 26/133 [00:27<01:53, 1.06s/it] 14652 0.3447 0.0523 0.0020 : 20%|██ | 27/133 [00:28<01:56, 1.10s/it] 14652 0.3447 0.0523 0.0020 : 21%|██ | 28/133 [00:29<01:47, 1.02s/it] 14652 0.3447 0.0523 0.0020 : 22%|██▏ | 29/133 [00:29<01:42, 1.01it/s] 14652 0.3447 0.0523 0.0020 : 23%|██▎ | 30/133 [00:31<01:45, 1.02s/it] 14652 0.3447 0.0523 0.0020 : 23%|██▎ | 31/133 [00:32<01:46, 1.04s/it] 14652 0.3447 0.0523 0.0020 : 24%|██▍ | 32/133 [00:32<01:33, 1.08it/s] 14652 0.3447 0.0523 0.0020 : 25%|██▍ | 33/133 [00:33<01:27, 1.14it/s] 14652 0.3447 0.0523 0.0020 : 26%|██▌ | 34/133 [00:34<01:29, 1.11it/s] 14652 0.3447 0.0523 0.0020 : 26%|██▋ | 35/133 [00:35<01:19, 1.23it/s] 14652 0.3447 0.0523 0.0020 : 27%|██▋ | 36/133 [00:36<01:20, 1.21it/s] 14652 0.3447 0.0523 0.0020 : 28%|██▊ | 37/133 [00:37<01:32, 1.04it/s] 14652 0.3447 0.0523 0.0020 : 29%|██▊ | 38/133 [00:38<01:32, 1.03it/s] 14652 0.3447 0.0523 0.0020 : 29%|██▉ | 39/133 [00:39<01:38, 1.04s/it] 14672 0.3410 0.0427 0.0022 : 29%|██▉ | 39/133 [00:40<01:38, 1.04s/it] 14672 0.3410 0.0427 0.0022 : 30%|███ | 40/133 [00:40<01:39, 1.07s/it] 14672 0.3410 0.0427 0.0022 : 31%|███ | 41/133 [00:41<01:29, 1.03it/s] 14672 0.3410 0.0427 0.0022 : 32%|███▏ | 42/133 [00:42<01:31, 1.01s/it] 14672 0.3410 0.0427 0.0022 : 32%|███▏ | 43/133 [00:43<01:35, 1.06s/it] 14672 0.3410 0.0427 0.0022 : 33%|███▎ | 44/133 [00:44<01:37, 1.10s/it] 14672 0.3410 0.0427 0.0022 : 34%|███▍ | 45/133 [00:46<01:38, 1.12s/it] 14672 0.3410 0.0427 0.0022 : 35%|███▍ | 46/133 [00:46<01:24, 1.03it/s] 14672 0.3410 0.0427 0.0022 : 35%|███▌ | 47/133 [00:47<01:29, 1.04s/it] 14672 0.3410 0.0427 0.0022 : 36%|███▌ | 48/133 [00:48<01:17, 1.10it/s] 14672 0.3410 0.0427 0.0022 : 37%|███▋ | 49/133 [00:49<01:17, 1.08it/s] 14672 0.3410 0.0427 0.0022 : 38%|███▊ | 50/133 [00:50<01:21, 1.01it/s] 14672 0.3410 0.0427 0.0022 : 38%|███▊ | 51/133 [00:51<01:13, 1.11it/s] 14672 0.3410 0.0427 0.0022 : 39%|███▉ | 52/133 [00:52<01:18, 1.03it/s] 14672 0.3410 0.0427 0.0022 : 40%|███▉ | 53/133 [00:53<01:21, 1.02s/it] 14672 0.3410 0.0427 0.0022 : 41%|████ | 54/133 [00:54<01:18, 1.00it/s] 14672 0.3410 0.0427 0.0022 : 41%|████▏ | 55/133 [00:55<01:24, 1.09s/it] 14672 0.3410 0.0427 0.0022 : 42%|████▏ | 56/133 [00:56<01:13, 1.05it/s] 14672 0.3410 0.0427 0.0022 : 43%|████▎ | 57/133 [00:57<01:16, 1.01s/it] 14672 0.3410 0.0427 0.0022 : 44%|████▎ | 58/133 [00:58<01:21, 1.09s/it] 14672 0.3410 0.0427 0.0022 : 44%|████▍ | 59/133 [00:59<01:18, 1.06s/it] 14692 0.3798 0.0510 0.0012 : 44%|████▍ | 59/133 [01:00<01:18, 1.06s/it] 14692 0.3798 0.0510 0.0012 : 45%|████▌ | 60/133 [01:00<01:12, 1.01it/s] 14692 0.3798 0.0510 0.0012 : 46%|████▌ | 61/133 [01:01<01:06, 1.08it/s] 14692 0.3798 0.0510 0.0012 : 47%|████▋ | 62/133 [01:02<01:11, 1.00s/it] 14692 0.3798 0.0510 0.0012 : 47%|████▋ | 63/133 [01:03<01:13, 1.05s/it] 14692 0.3798 0.0510 0.0012 : 48%|████▊ | 64/133 [01:04<01:11, 1.03s/it] 14692 0.3798 0.0510 0.0012 : 49%|████▉ | 65/133 [01:05<01:13, 1.08s/it] 14692 0.3798 0.0510 0.0012 : 50%|████▉ | 66/133 [01:06<01:09, 1.04s/it] 14692 0.3798 0.0510 0.0012 : 50%|█████ | 67/133 [01:07<00:59, 1.10it/s] 14692 0.3798 0.0510 0.0012 : 51%|█████ | 68/133 [01:08<00:54, 1.19it/s] 14692 0.3798 0.0510 0.0012 : 52%|█████▏ | 69/133 [01:09<00:55, 1.15it/s] 14692 0.3798 0.0510 0.0012 : 53%|█████▎ | 70/133 [01:10<00:55, 1.14it/s] 14692 0.3798 0.0510 0.0012 : 53%|█████▎ | 71/133 [01:10<00:49, 1.25it/s] 14692 0.3798 0.0510 0.0012 : 54%|█████▍ | 72/133 [01:11<00:51, 1.18it/s] 14692 0.3798 0.0510 0.0012 : 55%|█████▍ | 73/133 [01:12<00:46, 1.29it/s] 14692 0.3798 0.0510 0.0012 : 56%|█████▌ | 74/133 [01:12<00:42, 1.40it/s] 14692 0.3798 0.0510 0.0012 : 56%|█████▋ | 75/133 [01:13<00:39, 1.47it/s] 14692 0.3798 0.0510 0.0012 : 57%|█████▋ | 76/133 [01:14<00:47, 1.21it/s] 14692 0.3798 0.0510 0.0012 : 58%|█████▊ | 77/133 [01:15<00:49, 1.14it/s] 14692 0.3798 0.0510 0.0012 : 59%|█████▊ | 78/133 [01:16<00:52, 1.05it/s] 14692 0.3798 0.0510 0.0012 : 59%|█████▉ | 79/133 [01:17<00:55, 1.03s/it] 14712 0.3342 0.0432 0.0023 : 59%|█████▉ | 79/133 [01:19<00:55, 1.03s/it] 14712 0.3342 0.0432 0.0023 : 60%|██████ | 80/133 [01:19<00:56, 1.06s/it] 14712 0.3342 0.0432 0.0023 : 61%|██████ | 81/133 [01:20<00:57, 1.11s/it] 14712 0.3342 0.0432 0.0023 : 62%|██████▏ | 82/133 [01:21<00:57, 1.14s/it] 14712 0.3342 0.0432 0.0023 : 62%|██████▏ | 83/133 [01:22<00:57, 1.15s/it] 14712 0.3342 0.0432 0.0023 : 63%|██████▎ | 84/133 [01:23<00:52, 1.07s/it] 14712 0.3342 0.0432 0.0023 : 64%|██████▍ | 85/133 [01:24<00:45, 1.07it/s] 14712 0.3342 0.0432 0.0023 : 65%|██████▍ | 86/133 [01:25<00:44, 1.06it/s] 14712 0.3342 0.0432 0.0023 : 65%|██████▌ | 87/133 [01:25<00:38, 1.19it/s] 14712 0.3342 0.0432 0.0023 : 66%|██████▌ | 88/133 [01:26<00:41, 1.09it/s] 14712 0.3342 0.0432 0.0023 : 67%|██████▋ | 89/133 [01:27<00:43, 1.02it/s] 14712 0.3342 0.0432 0.0023 : 68%|██████▊ | 90/133 [01:29<00:44, 1.03s/it] 14712 0.3342 0.0432 0.0023 : 68%|██████▊ | 91/133 [01:30<00:42, 1.01s/it] 14712 0.3342 0.0432 0.0023 : 69%|██████▉ | 92/133 [01:30<00:36, 1.13it/s] 14712 0.3342 0.0432 0.0023 : 70%|██████▉ | 93/133 [01:31<00:38, 1.04it/s] 14712 0.3342 0.0432 0.0023 : 71%|███████ | 94/133 [01:32<00:37, 1.05it/s] 14712 0.3342 0.0432 0.0023 : 71%|███████▏ | 95/133 [01:33<00:39, 1.03s/it] 14712 0.3342 0.0432 0.0023 : 72%|███████▏ | 96/133 [01:34<00:33, 1.10it/s] 14712 0.3342 0.0432 0.0023 : 73%|███████▎ | 97/133 [01:35<00:32, 1.10it/s] 14712 0.3342 0.0432 0.0023 : 74%|███████▎ | 98/133 [01:35<00:28, 1.25it/s] 14712 0.3342 0.0432 0.0023 : 74%|███████▍ | 99/133 [01:37<00:32, 1.06it/s] 14732 0.3887 0.0382 0.0008 : 74%|███████▍ | 99/133 [01:37<00:32, 1.06it/s] 14732 0.3887 0.0382 0.0008 : 75%|███████▌ | 100/133 [01:37<00:28, 1.15it/s] 14732 0.3887 0.0382 0.0008 : 76%|███████▌ | 101/133 [01:39<00:30, 1.06it/s] 14732 0.3887 0.0382 0.0008 : 77%|███████▋ | 102/133 [01:40<00:31, 1.02s/it] 14732 0.3887 0.0382 0.0008 : 77%|███████▋ | 103/133 [01:41<00:31, 1.04s/it] 14732 0.3887 0.0382 0.0008 : 78%|███████▊ | 104/133 [01:42<00:31, 1.07s/it] 14732 0.3887 0.0382 0.0008 : 79%|███████▉ | 105/133 [01:43<00:27, 1.01it/s] 14732 0.3887 0.0382 0.0008 : 80%|███████▉ | 106/133 [01:43<00:24, 1.12it/s] 14732 0.3887 0.0382 0.0008 : 80%|████████ | 107/133 [01:45<00:25, 1.03it/s] 14732 0.3887 0.0382 0.0008 : 81%|████████ | 108/133 [01:46<00:25, 1.02s/it] 14732 0.3887 0.0382 0.0008 : 82%|████████▏ | 109/133 [01:47<00:25, 1.06s/it] 14732 0.3887 0.0382 0.0008 : 83%|████████▎ | 110/133 [01:48<00:23, 1.04s/it] 14732 0.3887 0.0382 0.0008 : 83%|████████▎ | 111/133 [01:49<00:23, 1.08s/it] 14732 0.3887 0.0382 0.0008 : 84%|████████▍ | 112/133 [01:50<00:23, 1.11s/it] 14732 0.3887 0.0382 0.0008 : 85%|████████▍ | 113/133 [01:51<00:22, 1.13s/it] 14732 0.3887 0.0382 0.0008 : 86%|████████▌ | 114/133 [01:52<00:20, 1.08s/it] 14732 0.3887 0.0382 0.0008 : 86%|████████▋ | 115/133 [01:54<00:20, 1.11s/it] 14732 0.3887 0.0382 0.0008 : 87%|████████▋ | 116/133 [01:55<00:18, 1.09s/it] 14732 0.3887 0.0382 0.0008 : 88%|████████▊ | 117/133 [01:56<00:16, 1.04s/it] 14732 0.3887 0.0382 0.0008 : 89%|████████▊ | 118/133 [01:57<00:16, 1.09s/it] 14732 0.3887 0.0382 0.0008 : 89%|████████▉ | 119/133 [01:57<00:13, 1.02it/s] 14752 0.3464 0.0538 0.0021 : 89%|████████▉ | 119/133 [01:59<00:13, 1.02it/s] 14752 0.3464 0.0538 0.0021 : 90%|█████████ | 120/133 [01:59<00:13, 1.04s/it] 14752 0.3464 0.0538 0.0021 : 91%|█████████ | 121/133 [02:00<00:12, 1.07s/it] 14752 0.3464 0.0538 0.0021 : 92%|█████████▏| 122/133 [02:01<00:11, 1.04s/it] 14752 0.3464 0.0538 0.0021 : 92%|█████████▏| 123/133 [02:02<00:10, 1.07s/it] 14752 0.3464 0.0538 0.0021 : 93%|█████████▎| 124/133 [02:03<00:09, 1.10s/it] 14752 0.3464 0.0538 0.0021 : 94%|█████████▍| 125/133 [02:04<00:07, 1.03it/s] 14752 0.3464 0.0538 0.0021 : 95%|█████████▍| 126/133 [02:04<00:05, 1.18it/s] 14752 0.3464 0.0538 0.0021 : 95%|█████████▌| 127/133 [02:05<00:05, 1.07it/s] 14752 0.3464 0.0538 0.0021 : 96%|█████████▌| 128/133 [02:06<00:04, 1.04it/s] 14752 0.3464 0.0538 0.0021 : 97%|█████████▋| 129/133 [02:08<00:04, 1.03s/it] 14752 0.3464 0.0538 0.0021 : 98%|█████████▊| 130/133 [02:09<00:03, 1.07s/it] 14752 0.3464 0.0538 0.0021 : 98%|█████████▊| 131/133 [02:09<00:01, 1.06it/s] 14752 0.3464 0.0538 0.0021 : 99%|█████████▉| 132/133 [02:11<00:01, 1.01s/it] 14752 0.3464 0.0538 0.0021 : 100%|██████████| 133/133 [02:12<00:00, 1.06s/it] 14752 0.3464 0.0538 0.0021 : 100%|██████████| 133/133 [02:12<00:00, 1.01it/s] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 5 epoch_size: 133 batches_per_epoch: 133 batch_size: 1 optim_type: 'image' 0%| | 0/133 [00:00<?, ?it/s] 1%| | 1/133 [00:01<02:17, 1.04s/it] 2%|▏ | 2/133 [00:01<01:41, 1.28it/s] 2%|▏ | 3/133 [00:02<01:58, 1.10it/s] 3%|▎ | 4/133 [00:03<01:59, 1.08it/s] 4%|▍ | 5/133 [00:04<02:00, 1.06it/s] 5%|▍ | 6/133 [00:05<02:08, 1.01s/it] 5%|▌ | 7/133 [00:06<02:06, 1.00s/it] 6%|▌ | 8/133 [00:07<02:12, 1.06s/it] 7%|▋ | 9/133 [00:08<01:55, 1.07it/s] 8%|▊ | 10/133 [00:09<02:04, 1.01s/it] 8%|▊ | 11/133 [00:10<01:48, 1.12it/s] 9%|▉ | 12/133 [00:11<01:38, 1.23it/s] 10%|▉ | 13/133 [00:12<01:49, 1.10it/s] 11%|█ | 14/133 [00:13<01:58, 1.01it/s] 11%|█▏ | 15/133 [00:13<01:42, 1.15it/s] 12%|█▏ | 16/133 [00:14<01:42, 1.14it/s] 13%|█▎ | 17/133 [00:16<01:52, 1.03it/s] 14%|█▎ | 18/133 [00:17<01:52, 1.02it/s] 14%|█▍ | 19/133 [00:18<02:01, 1.07s/it] 14785 0.3505 0.0493 0.0023 : 14%|█▍ | 19/133 [00:19<02:01, 1.07s/it] 14785 0.3505 0.0493 0.0023 : 15%|█▌ | 20/133 [00:19<02:04, 1.10s/it] 14785 0.3505 0.0493 0.0023 : 16%|█▌ | 21/133 [00:20<02:04, 1.12s/it] 14785 0.3505 0.0493 0.0023 : 17%|█▋ | 22/133 [00:21<02:06, 1.14s/it] 14785 0.3505 0.0493 0.0023 : 17%|█▋ | 23/133 [00:22<02:00, 1.10s/it] 14785 0.3505 0.0493 0.0023 : 18%|█▊ | 24/133 [00:24<02:03, 1.14s/it] 14785 0.3505 0.0493 0.0023 : 19%|█▉ | 25/133 [00:24<01:52, 1.04s/it] 14785 0.3505 0.0493 0.0023 : 20%|█▉ | 26/133 [00:25<01:36, 1.10it/s] 14785 0.3505 0.0493 0.0023 : 20%|██ | 27/133 [00:26<01:42, 1.03it/s] 14785 0.3505 0.0493 0.0023 : 21%|██ | 28/133 [00:27<01:40, 1.05it/s] 14785 0.3505 0.0493 0.0023 : 22%|██▏ | 29/133 [00:28<01:28, 1.18it/s] 14785 0.3505 0.0493 0.0023 : 23%|██▎ | 30/133 [00:29<01:35, 1.08it/s] 14785 0.3505 0.0493 0.0023 : 23%|██▎ | 31/133 [00:30<01:34, 1.08it/s] 14785 0.3505 0.0493 0.0023 : 24%|██▍ | 32/133 [00:30<01:26, 1.17it/s] 14785 0.3505 0.0493 0.0023 : 25%|██▍ | 33/133 [00:31<01:33, 1.07it/s] 14785 0.3505 0.0493 0.0023 : 26%|██▌ | 34/133 [00:33<01:39, 1.01s/it] 14785 0.3505 0.0493 0.0023 : 26%|██▋ | 35/133 [00:34<01:44, 1.07s/it] 14785 0.3505 0.0493 0.0023 : 27%|██▋ | 36/133 [00:35<01:41, 1.05s/it] 14785 0.3505 0.0493 0.0023 : 28%|██▊ | 37/133 [00:35<01:26, 1.11it/s] 14785 0.3505 0.0493 0.0023 : 29%|██▊ | 38/133 [00:37<01:33, 1.02it/s] 14785 0.3505 0.0493 0.0023 : 29%|██▉ | 39/133 [00:38<01:38, 1.04s/it] 14805 0.3364 0.0426 0.0024 : 29%|██▉ | 39/133 [00:39<01:38, 1.04s/it] 14805 0.3364 0.0426 0.0024 : 30%|███ | 40/133 [00:39<01:39, 1.07s/it] 14805 0.3364 0.0426 0.0024 : 31%|███ | 41/133 [00:40<01:40, 1.09s/it] 14805 0.3364 0.0426 0.0024 : 32%|███▏ | 42/133 [00:41<01:39, 1.09s/it] 14805 0.3364 0.0426 0.0024 : 32%|███▏ | 43/133 [00:42<01:35, 1.06s/it] 14805 0.3364 0.0426 0.0024 : 33%|███▎ | 44/133 [00:43<01:38, 1.11s/it] 14805 0.3364 0.0426 0.0024 : 34%|███▍ | 45/133 [00:44<01:37, 1.10s/it] 14805 0.3364 0.0426 0.0024 : 35%|███▍ | 46/133 [00:46<01:38, 1.13s/it] 14805 0.3364 0.0426 0.0024 : 35%|███▌ | 47/133 [00:47<01:32, 1.07s/it] 14805 0.3364 0.0426 0.0024 : 36%|███▌ | 48/133 [00:47<01:21, 1.05it/s] 14805 0.3364 0.0426 0.0024 : 37%|███▋ | 49/133 [00:48<01:20, 1.04it/s] 14805 0.3364 0.0426 0.0024 : 38%|███▊ | 50/133 [00:49<01:25, 1.03s/it] 14805 0.3364 0.0426 0.0024 : 38%|███▊ | 51/133 [00:50<01:22, 1.01s/it] 14805 0.3364 0.0426 0.0024 : 39%|███▉ | 52/133 [00:52<01:28, 1.09s/it] 14805 0.3364 0.0426 0.0024 : 40%|███▉ | 53/133 [00:53<01:29, 1.11s/it] 14805 0.3364 0.0426 0.0024 : 41%|████ | 54/133 [00:54<01:28, 1.12s/it] 14805 0.3364 0.0426 0.0024 : 41%|████▏ | 55/133 [00:55<01:28, 1.13s/it] 14805 0.3364 0.0426 0.0024 : 42%|████▏ | 56/133 [00:56<01:28, 1.15s/it] 14805 0.3364 0.0426 0.0024 : 43%|████▎ | 57/133 [00:57<01:25, 1.13s/it] 14805 0.3364 0.0426 0.0024 : 44%|████▎ | 58/133 [00:59<01:25, 1.14s/it] 14805 0.3364 0.0426 0.0024 : 44%|████▍ | 59/133 [01:00<01:25, 1.16s/it] 14825 0.3509 0.0494 0.0023 : 44%|████▍ | 59/133 [01:01<01:25, 1.16s/it] 14825 0.3509 0.0494 0.0023 : 45%|████▌ | 60/133 [01:01<01:24, 1.15s/it] 14825 0.3509 0.0494 0.0023 : 46%|████▌ | 61/133 [01:02<01:22, 1.15s/it] 14825 0.3509 0.0494 0.0023 : 47%|████▋ | 62/133 [01:03<01:10, 1.00it/s] 14825 0.3509 0.0494 0.0023 : 47%|████▋ | 63/133 [01:04<01:13, 1.05s/it] 14825 0.3509 0.0494 0.0023 : 48%|████▊ | 64/133 [01:05<01:13, 1.06s/it] 14825 0.3509 0.0494 0.0023 : 49%|████▉ | 65/133 [01:06<01:03, 1.08it/s] 14825 0.3509 0.0494 0.0023 : 50%|████▉ | 66/133 [01:07<01:06, 1.00it/s] 14825 0.3509 0.0494 0.0023 : 50%|█████ | 67/133 [01:07<00:58, 1.13it/s] 14825 0.3509 0.0494 0.0023 : 51%|█████ | 68/133 [01:09<01:05, 1.00s/it] 14825 0.3509 0.0494 0.0023 : 52%|█████▏ | 69/133 [01:10<01:07, 1.06s/it] 14825 0.3509 0.0494 0.0023 : 53%|█████▎ | 70/133 [01:11<01:09, 1.10s/it] 14825 0.3509 0.0494 0.0023 : 53%|█████▎ | 71/133 [01:12<01:09, 1.12s/it] 14825 0.3509 0.0494 0.0023 : 54%|█████▍ | 72/133 [01:13<01:09, 1.14s/it] 14825 0.3509 0.0494 0.0023 : 55%|█████▍ | 73/133 [01:14<01:05, 1.09s/it] 14825 0.3509 0.0494 0.0023 : 56%|█████▌ | 74/133 [01:16<01:06, 1.13s/it] 14825 0.3509 0.0494 0.0023 : 56%|█████▋ | 75/133 [01:16<00:57, 1.01it/s] 14825 0.3509 0.0494 0.0023 : 57%|█████▋ | 76/133 [01:17<00:55, 1.03it/s] 14825 0.3509 0.0494 0.0023 : 58%|█████▊ | 77/133 [01:18<00:56, 1.00s/it] 14825 0.3509 0.0494 0.0023 : 59%|█████▊ | 78/133 [01:19<00:57, 1.04s/it] 14825 0.3509 0.0494 0.0023 : 59%|█████▉ | 79/133 [01:20<00:54, 1.01s/it] 14845 0.3883 0.0499 0.0010 : 59%|█████▉ | 79/133 [01:21<00:54, 1.01s/it] 14845 0.3883 0.0499 0.0010 : 60%|██████ | 80/133 [01:21<00:52, 1.01it/s] 14845 0.3883 0.0499 0.0010 : 61%|██████ | 81/133 [01:22<00:45, 1.13it/s] 14845 0.3883 0.0499 0.0010 : 62%|██████▏ | 82/133 [01:23<00:48, 1.05it/s] 14845 0.3883 0.0499 0.0010 : 62%|██████▏ | 83/133 [01:24<00:50, 1.01s/it] 14845 0.3883 0.0499 0.0010 : 63%|██████▎ | 84/133 [01:25<00:43, 1.12it/s] 14845 0.3883 0.0499 0.0010 : 64%|██████▍ | 85/133 [01:26<00:47, 1.02it/s] 14845 0.3883 0.0499 0.0010 : 65%|██████▍ | 86/133 [01:27<00:47, 1.01s/it] 14845 0.3883 0.0499 0.0010 : 65%|██████▌ | 87/133 [01:28<00:47, 1.04s/it] 14845 0.3883 0.0499 0.0010 : 66%|██████▌ | 88/133 [01:29<00:43, 1.03it/s] 14845 0.3883 0.0499 0.0010 : 67%|██████▋ | 89/133 [01:30<00:45, 1.04s/it] 14845 0.3883 0.0499 0.0010 : 68%|██████▊ | 90/133 [01:31<00:46, 1.08s/it] 14845 0.3883 0.0499 0.0010 : 68%|██████▊ | 91/133 [01:32<00:46, 1.11s/it] 14845 0.3883 0.0499 0.0010 : 69%|██████▉ | 92/133 [01:34<00:46, 1.14s/it] 14845 0.3883 0.0499 0.0010 : 70%|██████▉ | 93/133 [01:35<00:43, 1.09s/it] 14845 0.3883 0.0499 0.0010 : 71%|███████ | 94/133 [01:35<00:36, 1.06it/s] 14845 0.3883 0.0499 0.0010 : 71%|███████▏ | 95/133 [01:36<00:32, 1.16it/s] 14845 0.3883 0.0499 0.0010 : 72%|███████▏ | 96/133 [01:37<00:32, 1.14it/s] 14845 0.3883 0.0499 0.0010 : 73%|███████▎ | 97/133 [01:38<00:32, 1.11it/s] 14845 0.3883 0.0499 0.0010 : 74%|███████▎ | 98/133 [01:39<00:32, 1.09it/s] 14845 0.3883 0.0499 0.0010 : 74%|███████▍ | 99/133 [01:39<00:28, 1.20it/s] 14865 0.3546 0.0501 0.0017 : 74%|███████▍ | 99/133 [01:40<00:28, 1.20it/s] 14865 0.3546 0.0501 0.0017 : 75%|███████▌ | 100/133 [01:40<00:27, 1.21it/s] 14865 0.3546 0.0501 0.0017 : 76%|███████▌ | 101/133 [01:41<00:28, 1.11it/s] 14865 0.3546 0.0501 0.0017 : 77%|███████▋ | 102/133 [01:42<00:30, 1.03it/s] 14865 0.3546 0.0501 0.0017 : 77%|███████▋ | 103/133 [01:44<00:31, 1.06s/it] 14865 0.3546 0.0501 0.0017 : 78%|███████▊ | 104/133 [01:45<00:31, 1.07s/it] 14865 0.3546 0.0501 0.0017 : 79%|███████▉ | 105/133 [01:46<00:30, 1.11s/it] 14865 0.3546 0.0501 0.0017 : 80%|███████▉ | 106/133 [01:47<00:30, 1.13s/it] 14865 0.3546 0.0501 0.0017 : 80%|████████ | 107/133 [01:48<00:29, 1.14s/it] 14865 0.3546 0.0501 0.0017 : 81%|████████ | 108/133 [01:50<00:29, 1.18s/it] 14865 0.3546 0.0501 0.0017 : 82%|████████▏ | 109/133 [01:51<00:28, 1.19s/it] 14865 0.3546 0.0501 0.0017 : 83%|████████▎ | 110/133 [01:52<00:26, 1.17s/it] 14865 0.3546 0.0501 0.0017 : 83%|████████▎ | 111/133 [01:53<00:25, 1.18s/it] 14865 0.3546 0.0501 0.0017 : 84%|████████▍ | 112/133 [01:54<00:24, 1.15s/it] 14865 0.3546 0.0501 0.0017 : 85%|████████▍ | 113/133 [01:55<00:22, 1.14s/it] 14865 0.3546 0.0501 0.0017 : 86%|████████▌ | 114/133 [01:56<00:20, 1.09s/it] 14865 0.3546 0.0501 0.0017 : 86%|████████▋ | 115/133 [01:57<00:20, 1.12s/it] 14865 0.3546 0.0501 0.0017 : 87%|████████▋ | 116/133 [01:59<00:19, 1.13s/it] 14865 0.3546 0.0501 0.0017 : 88%|████████▊ | 117/133 [02:00<00:18, 1.14s/it] 14865 0.3546 0.0501 0.0017 : 89%|████████▊ | 118/133 [02:01<00:17, 1.15s/it] 14865 0.3546 0.0501 0.0017 : 89%|████████▉ | 119/133 [02:02<00:16, 1.15s/it] 14885 0.3280 0.0546 0.0022 : 89%|████████▉ | 119/133 [02:03<00:16, 1.15s/it] 14885 0.3280 0.0546 0.0022 : 90%|█████████ | 120/133 [02:03<00:15, 1.17s/it] 14885 0.3280 0.0546 0.0022 : 91%|█████████ | 121/133 [02:04<00:13, 1.16s/it] 14885 0.3280 0.0546 0.0022 : 92%|█████████▏| 122/133 [02:05<00:10, 1.01it/s] 14885 0.3280 0.0546 0.0022 : 92%|█████████▏| 123/133 [02:06<00:10, 1.03s/it] 14885 0.3280 0.0546 0.0022 : 93%|█████████▎| 124/133 [02:07<00:09, 1.08s/it] 14885 0.3280 0.0546 0.0022 : 94%|█████████▍| 125/133 [02:09<00:08, 1.12s/it] 14885 0.3280 0.0546 0.0022 : 95%|█████████▍| 126/133 [02:10<00:07, 1.08s/it] 14885 0.3280 0.0546 0.0022 : 95%|█████████▌| 127/133 [02:11<00:06, 1.06s/it] 14885 0.3280 0.0546 0.0022 : 96%|█████████▌| 128/133 [02:12<00:05, 1.09s/it] 14885 0.3280 0.0546 0.0022 : 97%|█████████▋| 129/133 [02:13<00:04, 1.04s/it] 14885 0.3280 0.0546 0.0022 : 98%|█████████▊| 130/133 [02:14<00:03, 1.11s/it] 14885 0.3280 0.0546 0.0022 : 98%|█████████▊| 131/133 [02:15<00:02, 1.14s/it] 14885 0.3280 0.0546 0.0022 : 99%|█████████▉| 132/133 [02:16<00:01, 1.01s/it] 14885 0.3280 0.0546 0.0022 : 100%|██████████| 133/133 [02:17<00:00, 1.01s/it] 14885 0.3280 0.0546 0.0022 : 100%|██████████| 133/133 [02:17<00:00, 1.03s/it] Setting up [LPIPS] perceptual loss: trunk [vgg], v[0.1], spatial [off] Loading model from: /root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/lpips/weights/v0.1/vgg.pth Defaulting to extended NSVF dataset LOAD NSVF DATA /root/.cache/arf/data/tnt/Horse split test 0%| | 0/18 [00:00<?, ?it/s] 33%|███▎ | 6/18 [00:00<00:00, 52.10it/s] 72%|███████▏ | 13/18 [00:00<00:00, 57.13it/s] 100%|██████████| 18/18 [00:00<00:00, 58.29it/s] NORMALIZE BY? camera scene_scale 1.9317844837455354 intrinsics (loaded reso) Intrin(fx=582.2704956224809, fy=582.2704956224809, cx=490.0, cy=273.0) Writing to /root/.cache/arf/ckpt_arf/tnt/Horse/1c32daf6-84c1-4baf-a118-ed557e9d131c/test_renders_path 0%| | 0/200 [00:00<?, ?it/s] 0%| | 1/200 [00:00<00:55, 3.57it/s] 1%| | 2/200 [00:00<00:48, 4.11it/s] 2%|▏ | 3/200 [00:00<00:45, 4.34it/s] 2%|▏ | 4/200 [00:00<00:44, 4.44it/s] 2%|▎ | 5/200 [00:01<00:43, 4.50it/s] 3%|▎ | 6/200 [00:01<00:42, 4.55it/s] 4%|▎ | 7/200 [00:01<00:42, 4.58it/s] 4%|▍ | 8/200 [00:01<00:41, 4.57it/s] 4%|▍ | 9/200 [00:02<00:41, 4.59it/s] 5%|▌ | 10/200 [00:02<00:41, 4.59it/s] 6%|▌ | 11/200 [00:02<00:41, 4.58it/s] 6%|▌ | 12/200 [00:02<00:41, 4.57it/s] 6%|▋ | 13/200 [00:02<00:41, 4.55it/s] 7%|▋ | 14/200 [00:03<00:40, 4.55it/s] 8%|▊ | 15/200 [00:03<00:40, 4.56it/s] 8%|▊ | 16/200 [00:03<00:40, 4.54it/s] 8%|▊ | 17/200 [00:03<00:40, 4.53it/s] 9%|▉ | 18/200 [00:03<00:40, 4.51it/s] 10%|▉ | 19/200 [00:04<00:40, 4.48it/s] 10%|█ | 20/200 [00:04<00:40, 4.48it/s] 10%|█ | 21/200 [00:04<00:40, 4.47it/s] 11%|█ | 22/200 [00:04<00:39, 4.46it/s] 12%|█▏ | 23/200 [00:05<00:39, 4.43it/s] 12%|█▏ | 24/200 [00:05<00:39, 4.41it/s] 12%|█▎ | 25/200 [00:05<00:39, 4.41it/s] 13%|█▎ | 26/200 [00:05<00:39, 4.40it/s] 14%|█▎ | 27/200 [00:06<00:39, 4.38it/s] 14%|█▍ | 28/200 [00:06<00:39, 4.36it/s] 14%|█▍ | 29/200 [00:06<00:39, 4.34it/s] 15%|█▌ | 30/200 [00:06<00:39, 4.33it/s] 16%|█▌ | 31/200 [00:06<00:39, 4.31it/s] 16%|█▌ | 32/200 [00:07<00:38, 4.31it/s] 16%|█▋ | 33/200 [00:07<00:38, 4.30it/s] 17%|█▋ | 34/200 [00:07<00:38, 4.30it/s] 18%|█▊ | 35/200 [00:07<00:38, 4.29it/s] 18%|█▊ | 36/200 [00:08<00:38, 4.29it/s] 18%|█▊ | 37/200 [00:08<00:38, 4.28it/s] 19%|█▉ | 38/200 [00:08<00:37, 4.29it/s] 20%|█▉ | 39/200 [00:08<00:37, 4.28it/s] 20%|██ | 40/200 [00:09<00:37, 4.29it/s] 20%|██ | 41/200 [00:09<00:37, 4.27it/s] 21%|██ | 42/200 [00:09<00:36, 4.28it/s] 22%|██▏ | 43/200 [00:09<00:36, 4.26it/s] 22%|██▏ | 44/200 [00:10<00:36, 4.27it/s] 22%|██▎ | 45/200 [00:10<00:36, 4.27it/s] 23%|██▎ | 46/200 [00:10<00:35, 4.28it/s] 24%|██▎ | 47/200 [00:10<00:35, 4.29it/s] 24%|██▍ | 48/200 [00:10<00:35, 4.29it/s] 24%|██▍ | 49/200 [00:11<00:35, 4.29it/s] 25%|██▌ | 50/200 [00:11<00:35, 4.28it/s] 26%|██▌ | 51/200 [00:11<00:34, 4.29it/s] 26%|██▌ | 52/200 [00:11<00:34, 4.27it/s] 26%|██▋ | 53/200 [00:12<00:34, 4.27it/s] 27%|██▋ | 54/200 [00:12<00:34, 4.25it/s] 28%|██▊ | 55/200 [00:12<00:34, 4.24it/s] 28%|██▊ | 56/200 [00:12<00:33, 4.25it/s] 28%|██▊ | 57/200 [00:13<00:33, 4.24it/s] 29%|██▉ | 58/200 [00:13<00:33, 4.22it/s] 30%|██▉ | 59/200 [00:13<00:33, 4.24it/s] 30%|███ | 60/200 [00:13<00:32, 4.26it/s] 30%|███ | 61/200 [00:13<00:32, 4.28it/s] 31%|███ | 62/200 [00:14<00:32, 4.29it/s] 32%|███▏ | 63/200 [00:14<00:31, 4.32it/s] 32%|███▏ | 64/200 [00:14<00:31, 4.32it/s] 32%|███▎ | 65/200 [00:14<00:31, 4.35it/s] 33%|███▎ | 66/200 [00:15<00:30, 4.38it/s] 34%|███▎ | 67/200 [00:15<00:30, 4.38it/s] 34%|███▍ | 68/200 [00:15<00:30, 4.38it/s] 34%|███▍ | 69/200 [00:15<00:29, 4.41it/s] 35%|███▌ | 70/200 [00:16<00:29, 4.44it/s] 36%|███▌ | 71/200 [00:16<00:28, 4.46it/s] 36%|███▌ | 72/200 [00:16<00:28, 4.49it/s] 36%|███▋ | 73/200 [00:16<00:28, 4.49it/s] 37%|███▋ | 74/200 [00:16<00:27, 4.52it/s] 38%|███▊ | 75/200 [00:17<00:27, 4.55it/s] 38%|███▊ | 76/200 [00:17<00:26, 4.59it/s] 38%|███▊ | 77/200 [00:17<00:26, 4.60it/s] 39%|███▉ | 78/200 [00:17<00:26, 4.63it/s] 40%|███▉ | 79/200 [00:17<00:26, 4.65it/s] 40%|████ | 80/200 [00:18<00:25, 4.68it/s] 40%|████ | 81/200 [00:18<00:25, 4.70it/s] 41%|████ | 82/200 [00:18<00:24, 4.72it/s] 42%|████▏ | 83/200 [00:18<00:24, 4.73it/s] 42%|████▏ | 84/200 [00:19<00:24, 4.75it/s] 42%|████▎ | 85/200 [00:19<00:24, 4.77it/s] 43%|████▎ | 86/200 [00:19<00:23, 4.78it/s] 44%|████▎ | 87/200 [00:19<00:23, 4.78it/s] 44%|████▍ | 88/200 [00:19<00:23, 4.80it/s] 44%|████▍ | 89/200 [00:20<00:23, 4.81it/s] 45%|████▌ | 90/200 [00:20<00:22, 4.80it/s] 46%|████▌ | 91/200 [00:20<00:22, 4.80it/s] 46%|████▌ | 92/200 [00:20<00:22, 4.83it/s] 46%|████▋ | 93/200 [00:20<00:22, 4.84it/s] 47%|████▋ | 94/200 [00:21<00:21, 4.83it/s] 48%|████▊ | 95/200 [00:21<00:21, 4.82it/s] 48%|████▊ | 96/200 [00:21<00:21, 4.83it/s] 48%|████▊ | 97/200 [00:21<00:21, 4.85it/s] 49%|████▉ | 98/200 [00:21<00:21, 4.86it/s] 50%|████▉ | 99/200 [00:22<00:20, 4.84it/s] 50%|█████ | 100/200 [00:22<00:20, 4.83it/s] 50%|█████ | 101/200 [00:22<00:20, 4.83it/s] 51%|█████ | 102/200 [00:22<00:20, 4.84it/s] 52%|█████▏ | 103/200 [00:22<00:20, 4.84it/s] 52%|█████▏ | 104/200 [00:23<00:19, 4.83it/s] 52%|█████▎ | 105/200 [00:23<00:19, 4.83it/s] 53%|█████▎ | 106/200 [00:23<00:19, 4.83it/s] 54%|█████▎ | 107/200 [00:23<00:19, 4.85it/s] 54%|█████▍ | 108/200 [00:24<00:18, 4.88it/s] 55%|█████▍ | 109/200 [00:24<00:18, 4.88it/s] 55%|█████▌ | 110/200 [00:24<00:18, 4.87it/s] 56%|█████▌ | 111/200 [00:24<00:18, 4.86it/s] 56%|█████▌ | 112/200 [00:24<00:18, 4.86it/s] 56%|█████▋ | 113/200 [00:25<00:17, 4.87it/s] 57%|█████▋ | 114/200 [00:25<00:17, 4.89it/s] 57%|█████▊ | 115/200 [00:25<00:17, 4.86it/s] 58%|█████▊ | 116/200 [00:25<00:17, 4.86it/s] 58%|█████▊ | 117/200 [00:25<00:17, 4.85it/s] 59%|█████▉ | 118/200 [00:26<00:16, 4.85it/s] 60%|█████▉ | 119/200 [00:26<00:16, 4.86it/s] 60%|██████ | 120/200 [00:26<00:16, 4.88it/s] 60%|██████ | 121/200 [00:26<00:16, 4.90it/s] 61%|██████ | 122/200 [00:26<00:15, 4.90it/s] 62%|██████▏ | 123/200 [00:27<00:15, 4.91it/s] 62%|██████▏ | 124/200 [00:27<00:15, 4.92it/s] 62%|██████▎ | 125/200 [00:27<00:15, 4.92it/s] 63%|██████▎ | 126/200 [00:27<00:15, 4.93it/s] 64%|██████▎ | 127/200 [00:27<00:14, 4.92it/s] 64%|██████▍ | 128/200 [00:28<00:14, 4.92it/s] 64%|██████▍ | 129/200 [00:28<00:14, 4.92it/s] 65%|██████▌ | 130/200 [00:28<00:14, 4.91it/s] 66%|██████▌ | 131/200 [00:28<00:14, 4.86it/s] 66%|██████▌ | 132/200 [00:28<00:14, 4.84it/s] 66%|██████▋ | 133/200 [00:29<00:13, 4.85it/s] 67%|██████▋ | 134/200 [00:29<00:13, 4.86it/s] 68%|██████▊ | 135/200 [00:29<00:13, 4.87it/s] 68%|██████▊ | 136/200 [00:29<00:13, 4.84it/s] 68%|██████▊ | 137/200 [00:29<00:13, 4.83it/s] 69%|██████▉ | 138/200 [00:30<00:12, 4.82it/s] 70%|██████▉ | 139/200 [00:30<00:12, 4.82it/s] 70%|███████ | 140/200 [00:30<00:12, 4.79it/s] 70%|███████ | 141/200 [00:30<00:12, 4.78it/s] 71%|███████ | 142/200 [00:30<00:12, 4.77it/s] 72%|███████▏ | 143/200 [00:31<00:11, 4.81it/s] 72%|███████▏ | 144/200 [00:31<00:11, 4.85it/s] 72%|███████▎ | 145/200 [00:31<00:11, 4.86it/s] 73%|███████▎ | 146/200 [00:31<00:11, 4.87it/s] 74%|███████▎ | 147/200 [00:32<00:10, 4.88it/s] 74%|███████▍ | 148/200 [00:32<00:10, 4.88it/s] 74%|███████▍ | 149/200 [00:32<00:10, 4.91it/s] 75%|███████▌ | 150/200 [00:32<00:10, 4.94it/s] 76%|███████▌ | 151/200 [00:32<00:09, 4.97it/s] 76%|███████▌ | 152/200 [00:33<00:09, 4.97it/s] 76%|███████▋ | 153/200 [00:33<00:09, 4.98it/s] 77%|███████▋ | 154/200 [00:33<00:09, 4.99it/s] 78%|███████▊ | 155/200 [00:33<00:09, 4.99it/s] 78%|███████▊ | 156/200 [00:33<00:08, 4.99it/s] 78%|███████▊ | 157/200 [00:34<00:08, 5.00it/s] 79%|███████▉ | 158/200 [00:34<00:08, 5.02it/s] 80%|███████▉ | 159/200 [00:34<00:08, 5.03it/s] 80%|████████ | 160/200 [00:34<00:07, 5.02it/s] 80%|████████ | 161/200 [00:34<00:07, 5.01it/s] 81%|████████ | 162/200 [00:35<00:07, 5.01it/s] 82%|████████▏ | 163/200 [00:35<00:07, 5.00it/s] 82%|████████▏ | 164/200 [00:35<00:07, 5.02it/s] 82%|████████▎ | 165/200 [00:35<00:06, 5.05it/s] 83%|████████▎ | 166/200 [00:35<00:06, 5.04it/s] 84%|████████▎ | 167/200 [00:36<00:06, 5.02it/s] 84%|████████▍ | 168/200 [00:36<00:06, 5.03it/s] 84%|████████▍ | 169/200 [00:36<00:06, 5.01it/s] 85%|████████▌ | 170/200 [00:36<00:05, 5.02it/s] 86%|████████▌ | 171/200 [00:36<00:05, 5.04it/s] 86%|████████▌ | 172/200 [00:37<00:05, 5.02it/s] 86%|████████▋ | 173/200 [00:37<00:05, 5.03it/s] 87%|████████▋ | 174/200 [00:37<00:05, 5.02it/s] 88%|████████▊ | 175/200 [00:37<00:04, 5.01it/s] 88%|████████▊ | 176/200 [00:37<00:04, 5.00it/s] 88%|████████▊ | 177/200 [00:38<00:04, 5.02it/s] 89%|████████▉ | 178/200 [00:38<00:04, 5.02it/s] 90%|████████▉ | 179/200 [00:38<00:04, 5.02it/s] 90%|█████████ | 180/200 [00:38<00:03, 5.02it/s] 90%|█████████ | 181/200 [00:38<00:03, 5.02it/s] 91%|█████████ | 182/200 [00:39<00:03, 5.02it/s] 92%|█████████▏| 183/200 [00:39<00:03, 5.04it/s] 92%|█████████▏| 184/200 [00:39<00:03, 5.04it/s] 92%|█████████▎| 185/200 [00:39<00:02, 5.03it/s] 93%|█████████▎| 186/200 [00:39<00:02, 5.03it/s] 94%|█████████▎| 187/200 [00:39<00:02, 5.01it/s] 94%|█████████▍| 188/200 [00:40<00:02, 4.99it/s] 94%|█████████▍| 189/200 [00:40<00:02, 4.99it/s] 95%|█████████▌| 190/200 [00:40<00:02, 4.97it/s] 96%|█████████▌| 191/200 [00:40<00:01, 4.97it/s] 96%|█████████▌| 192/200 [00:41<00:01, 4.97it/s] 96%|█████████▋| 193/200 [00:41<00:01, 4.99it/s] 97%|█████████▋| 194/200 [00:41<00:01, 5.02it/s] 98%|█████████▊| 195/200 [00:41<00:00, 5.03it/s] 98%|█████████▊| 196/200 [00:41<00:00, 5.01it/s] 98%|█████████▊| 197/200 [00:41<00:00, 5.01it/s] 99%|█████████▉| 198/200 [00:42<00:00, 5.01it/s] 100%|█████████▉| 199/200 [00:42<00:00, 5.01it/s] 100%|██████████| 200/200 [00:42<00:00, 5.03it/s] 100%|██████████| 200/200 [00:42<00:00, 4.70it/s] IMAGEIO FFMPEG_WRITER WARNING: input image is not divisible by macro_block_size=8, resizing from (980, 546) to (984, 552) to ensure video compatibility with most codecs and players. To prevent resizing, make your input image divisible by the macro_block_size or set the macro_block_size to 1 (risking incompatibility). [swscaler @ 0x64cf2c0] Warning: data is not aligned! This can lead to a speed lossPrediction
nightmareai/arf-svox2:7bb81e4046b96358001e6275e36eee3e7228fe9f1a0e1515a5f553cbbcad07e7Input
- image
- scene
- room
- num_epoches
- "5"
{ "image": "https://replicate.delivery/mgxm/065ea769-0fe4-472b-961f-19e3d5a80902/941d4f18-97f8-4bdf-a0e6-bec0acd53301.png", "scene": "room", "num_epoches": "5" }Install Replicate’s Node.js client library:npm install replicateImport and set up the client:import Replicate from "replicate"; const replicate = new Replicate({ auth: process.env.REPLICATE_API_TOKEN, });Run nightmareai/arf-svox2 using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
const output = await replicate.run( "nightmareai/arf-svox2:7bb81e4046b96358001e6275e36eee3e7228fe9f1a0e1515a5f553cbbcad07e7", { input: { image: "https://replicate.delivery/mgxm/065ea769-0fe4-472b-961f-19e3d5a80902/941d4f18-97f8-4bdf-a0e6-bec0acd53301.png", scene: "room", num_epoches: "5" } } ); // To access the file URL: console.log(output.url()); //=> "http://example.com" // To write the file to disk: fs.writeFile("my-image.png", output);To learn more, take a look at the guide on getting started with Node.js.
Install Replicate’s Python client library:pip install replicateImport the client:import replicateRun nightmareai/arf-svox2 using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
output = replicate.run( "nightmareai/arf-svox2:7bb81e4046b96358001e6275e36eee3e7228fe9f1a0e1515a5f553cbbcad07e7", input={ "image": "https://replicate.delivery/mgxm/065ea769-0fe4-472b-961f-19e3d5a80902/941d4f18-97f8-4bdf-a0e6-bec0acd53301.png", "scene": "room", "num_epoches": "5" } ) print(output)To learn more, take a look at the guide on getting started with Python.
Run nightmareai/arf-svox2 using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
curl -s -X POST \ -H "Authorization: Bearer $REPLICATE_API_TOKEN" \ -H "Content-Type: application/json" \ -H "Prefer: wait" \ -d $'{ "version": "nightmareai/arf-svox2:7bb81e4046b96358001e6275e36eee3e7228fe9f1a0e1515a5f553cbbcad07e7", "input": { "image": "https://replicate.delivery/mgxm/065ea769-0fe4-472b-961f-19e3d5a80902/941d4f18-97f8-4bdf-a0e6-bec0acd53301.png", "scene": "room", "num_epoches": "5" } }' \ https://api.replicate.com/v1/predictionsTo learn more, take a look at Replicate’s HTTP API reference docs.
Output
{ "completed_at": "2022-06-24T02:26:16.918035Z", "created_at": "2022-06-24T02:09:27.797752Z", "data_removed": false, "error": null, "id": "wq7bgj27rbhhtbqexjugnsnuaa", "input": { "image": "https://replicate.delivery/mgxm/065ea769-0fe4-472b-961f-19e3d5a80902/941d4f18-97f8-4bdf-a0e6-bec0acd53301.png", "scene": "room", "num_epoches": "5" }, "logs": "Downloading checkpoint for room\nDetected LLFF dataset\nUsing pre-scaled images from /root/.cache/arf/data/llff/room/images_4\nLoaded LLFF data /root/.cache/arf/data/llff/room 10.706691140704915 91.66782174279389\nrecentered (3, 4)\n[1.7806027 6.0023217]\nOverriding offset 250-> 250\ndmin = 1.780603, dmax = 6.002322, invz = 0, offset = 250\n\n 0%| | 0/35 [00:00<?, ?it/s]\n 3%|▎ | 1/35 [00:00<00:03, 9.89it/s]\n 14%|█▍ | 5/35 [00:00<00:01, 25.42it/s]\n 26%|██▌ | 9/35 [00:00<00:00, 30.19it/s]\n 37%|███▋ | 13/35 [00:00<00:00, 32.42it/s]\n 49%|████▊ | 17/35 [00:00<00:00, 33.45it/s]\n 60%|██████ | 21/35 [00:00<00:00, 34.55it/s]\n 71%|███████▏ | 25/35 [00:00<00:00, 35.50it/s]\n 83%|████████▎ | 29/35 [00:00<00:00, 35.89it/s]\n 94%|█████████▍| 33/35 [00:00<00:00, 36.17it/s]\n100%|██████████| 35/35 [00:01<00:00, 33.61it/s]\nz_bounds from LLFF: [1.7806026935577393, 6.002321720123291] (not used)\nscene_radius [1.496031746031746, 1.6613756613756614, 1.0]\n Generating rays, scaling factor 1\nic| \"Loaded ckpt: \": 'Loaded ckpt: '\n args.init_ckpt: '/root/.cache/arf/ckpt_svox2/llff/room/ckpt.npz'\nic| grid.basis_dim: 1\nRender options RenderOptions(backend='cuvol', background_brightness=0.5, step_size=0.5, sigma_thresh=1e-08, stop_thresh=1e-07, last_sample_opaque=False, near_clip=0.0, use_spheric_clip=False, random_sigma_std=0.0, random_sigma_std_background=0.0)\nopt_style.py:508: DeprecationWarning: Starting with ImageIO v3 the behavior of this function will switch to that of iio.v3.imread. To keep the current behavior (and make this warning dissapear) use `import imageio.v2 as imageio` or call `imageio.v2.imread` directly.\n style_img = imageio.imread(args.style).astype(np.float32) / 255.0\nic| \"Style image: \": 'Style image: '\n args.style: '/tmp/tmpviwijbsm941d4f18-97f8-4bdf-a0e6-bec0acd53301.png'\n style_img.shape: torch.Size([504, 420, 3])\nDownloading: \"https://download.pytorch.org/models/vgg16-397923af.pth\" to /root/.cache/torch/hub/checkpoints/vgg16-397923af.pth\n\n 0%| | 0.00/528M [00:00<?, ?B/s]\n 0%| | 640k/528M [00:00<01:25, 6.47MB/s]\n 0%| | 1.66M/528M [00:00<01:02, 8.88MB/s]\n 1%| | 3.33M/528M [00:00<00:43, 12.7MB/s]\n 1%| | 5.96M/528M [00:00<00:29, 18.5MB/s]\n 2%|▏ | 10.0M/528M [00:00<00:20, 27.1MB/s]\n 3%|▎ | 16.5M/528M [00:00<00:13, 41.0MB/s]\n 5%|▌ | 27.1M/528M [00:00<00:08, 63.6MB/s]\n 8%|▊ | 44.1M/528M [00:00<00:05, 100MB/s]\n 13%|█▎ | 70.4M/528M [00:00<00:03, 155MB/s]\n 18%|█▊ | 96.5M/528M [00:01<00:02, 191MB/s]\n 24%|██▎ | 125M/528M [00:01<00:01, 224MB/s]\n 29%|██▉ | 153M/528M [00:01<00:01, 244MB/s]\n 34%|███▎ | 177M/528M [00:01<00:01, 247MB/s]\n 38%|███▊ | 200M/528M [00:01<00:01, 232MB/s]\n 43%|████▎ | 226M/528M [00:01<00:01, 241MB/s]\n 47%|████▋ | 249M/528M [00:01<00:01, 229MB/s]\n 52%|█████▏ | 275M/528M [00:01<00:01, 241MB/s]\n 57%|█████▋ | 300M/528M [00:01<00:00, 249MB/s]\n 61%|██████▏ | 324M/528M [00:01<00:00, 236MB/s]\n 66%|██████▌ | 347M/528M [00:02<00:00, 236MB/s]\n 70%|███████ | 370M/528M [00:02<00:00, 221MB/s]\n 75%|███████▌ | 397M/528M [00:02<00:00, 239MB/s]\n 80%|████████ | 423M/528M [00:02<00:00, 246MB/s]\n 85%|████████▍ | 446M/528M [00:02<00:00, 241MB/s]\n 90%|████████▉ | 473M/528M [00:02<00:00, 253MB/s]\n 95%|█████████▍| 501M/528M [00:02<00:00, 263MB/s]\n100%|█████████▉| 527M/528M [00:02<00:00, 265MB/s]\n100%|██████████| 528M/528M [00:02<00:00, 197MB/s]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 0\n epoch_size: 26671680\n batches_per_epoch: 5335\n batch_size: 5000\n optim_type: 'ray'\n\n 0%| | 0/5335 [00:00<?, ?it/s]\n 0%| | 3/5335 [00:00<03:11, 27.86it/s]\n 0%| | 7/5335 [00:00<02:41, 32.92it/s]\n 0%| | 12/5335 [00:00<02:17, 38.64it/s]\n 0%| | 17/5335 [00:00<02:04, 42.69it/s]\n19 12.6034 : 0%| | 17/5335 [00:00<02:04, 42.69it/s]\n19 12.6034 : 0%| | 23/5335 [00:00<01:53, 46.70it/s]\n19 12.6034 : 1%| | 29/5335 [00:00<01:46, 49.92it/s]\n19 12.6034 : 1%| | 35/5335 [00:00<01:40, 52.75it/s]\n39 14.0885 : 1%| | 35/5335 [00:00<01:40, 52.75it/s]\n39 14.0885 : 1%| | 42/5335 [00:00<01:32, 57.22it/s]\n39 14.0885 : 1%| | 50/5335 [00:00<01:23, 63.46it/s]\n39 14.0885 : 1%| | 59/5335 [00:01<01:14, 70.49it/s]\n59 17.0749 : 1%| | 59/5335 [00:01<01:14, 70.49it/s]\n59 17.0749 : 1%|▏ | 68/5335 [00:01<01:09, 75.40it/s]\n59 17.0749 : 1%|▏ | 77/5335 [00:01<01:06, 78.66it/s]\n79 15.8040 : 1%|▏ | 77/5335 [00:01<01:06, 78.66it/s]\n79 15.8040 : 2%|▏ | 86/5335 [00:01<01:04, 80.76it/s]\n79 15.8040 : 2%|▏ | 95/5335 [00:01<01:03, 82.00it/s]\n99 14.9307 : 2%|▏ | 95/5335 [00:01<01:03, 82.00it/s]\n99 14.9307 : 2%|▏ | 104/5335 [00:01<01:02, 83.24it/s]\n99 14.9307 : 2%|▏ | 113/5335 [00:01<01:02, 83.33it/s]\n119 13.6552 : 2%|▏ | 113/5335 [00:01<01:02, 83.33it/s]\n119 13.6552 : 2%|▏ | 122/5335 [00:01<01:04, 80.42it/s]\n119 13.6552 : 2%|▏ | 131/5335 [00:01<01:08, 75.57it/s]\n119 13.6552 : 3%|▎ | 139/5335 [00:02<01:13, 71.07it/s]\n139 14.1034 : 3%|▎ | 139/5335 [00:02<01:13, 71.07it/s]\n139 14.1034 : 3%|▎ | 147/5335 [00:02<01:17, 67.26it/s]\n139 14.1034 : 3%|▎ | 154/5335 [00:02<01:18, 66.26it/s]\n159 13.3448 : 3%|▎ | 154/5335 [00:02<01:18, 66.26it/s]\n159 13.3448 : 3%|▎ | 161/5335 [00:02<01:17, 66.65it/s]\n159 13.3448 : 3%|▎ | 168/5335 [00:02<01:17, 66.34it/s]\n159 13.3448 : 3%|▎ | 175/5335 [00:02<01:16, 67.26it/s]\n179 15.6735 : 3%|▎ | 175/5335 [00:02<01:16, 67.26it/s]\n179 15.6735 : 3%|▎ | 183/5335 [00:02<01:14, 68.83it/s]\n179 15.6735 : 4%|▎ | 191/5335 [00:02<01:12, 70.85it/s]\n199 19.1180 : 4%|▎ | 191/5335 [00:02<01:12, 70.85it/s]\n199 19.1180 : 4%|▎ | 200/5335 [00:02<01:07, 76.12it/s]\n199 19.1180 : 4%|▍ | 211/5335 [00:03<01:00, 84.95it/s]\n219 21.4913 : 4%|▍ | 211/5335 [00:03<01:00, 84.95it/s]\n219 21.4913 : 4%|▍ | 222/5335 [00:03<00:56, 91.30it/s]\n219 21.4913 : 4%|▍ | 233/5335 [00:03<00:53, 96.01it/s]\n239 19.7939 : 4%|▍ | 233/5335 [00:03<00:53, 96.01it/s]\n239 19.7939 : 5%|▍ | 244/5335 [00:03<00:52, 97.46it/s]\n239 19.7939 : 5%|▍ | 255/5335 [00:03<00:51, 99.44it/s]\n259 17.1066 : 5%|▍ | 255/5335 [00:03<00:51, 99.44it/s]\n259 17.1066 : 5%|▍ | 266/5335 [00:03<00:50, 99.97it/s]\n259 17.1066 : 5%|▌ | 277/5335 [00:03<00:52, 96.54it/s]\n279 17.3089 : 5%|▌ | 277/5335 [00:03<00:52, 96.54it/s]\n279 17.3089 : 5%|▌ | 287/5335 [00:03<00:55, 90.62it/s]\n279 17.3089 : 6%|▌ | 297/5335 [00:03<00:59, 84.64it/s]\n299 18.1470 : 6%|▌ | 297/5335 [00:04<00:59, 84.64it/s]\n299 18.1470 : 6%|▌ | 306/5335 [00:04<01:01, 81.13it/s]\n299 18.1470 : 6%|▌ | 315/5335 [00:04<01:07, 74.25it/s]\n319 16.3466 : 6%|▌ | 315/5335 [00:04<01:07, 74.25it/s]\n319 16.3466 : 6%|▌ | 323/5335 [00:04<01:12, 69.44it/s]\n319 16.3466 : 6%|▌ | 331/5335 [00:04<01:13, 68.01it/s]\n319 16.3466 : 6%|▋ | 338/5335 [00:04<01:14, 67.45it/s]\n339 18.1447 : 6%|▋ | 338/5335 [00:04<01:14, 67.45it/s]\n339 18.1447 : 6%|▋ | 346/5335 [00:04<01:11, 69.91it/s]\n339 18.1447 : 7%|▋ | 355/5335 [00:04<01:06, 75.22it/s]\n359 22.7951 : 7%|▋ | 355/5335 [00:04<01:06, 75.22it/s]\n359 22.7951 : 7%|▋ | 366/5335 [00:04<00:59, 83.18it/s]\n359 22.7951 : 7%|▋ | 377/5335 [00:05<00:56, 88.18it/s]\n379 21.1376 : 7%|▋ | 377/5335 [00:05<00:56, 88.18it/s]\n379 21.1376 : 7%|▋ | 387/5335 [00:05<00:54, 91.08it/s]\n379 21.1376 : 7%|▋ | 397/5335 [00:05<00:52, 93.19it/s]\n399 22.9419 : 7%|▋ | 397/5335 [00:05<00:52, 93.19it/s]\n399 22.9419 : 8%|▊ | 407/5335 [00:05<00:52, 94.71it/s]\n399 22.9419 : 8%|▊ | 417/5335 [00:05<00:51, 95.68it/s]\n419 18.3182 : 8%|▊ | 417/5335 [00:05<00:51, 95.68it/s]\n419 18.3182 : 8%|▊ | 427/5335 [00:05<00:52, 93.01it/s]\n419 18.3182 : 8%|▊ | 437/5335 [00:05<00:56, 86.61it/s]\n439 20.5807 : 8%|▊ | 437/5335 [00:05<00:56, 86.61it/s]\n439 20.5807 : 8%|▊ | 446/5335 [00:05<01:00, 80.93it/s]\n439 20.5807 : 9%|▊ | 455/5335 [00:05<01:03, 77.12it/s]\n459 14.3792 : 9%|▊ | 455/5335 [00:06<01:03, 77.12it/s]\n459 14.3792 : 9%|▊ | 463/5335 [00:06<01:10, 68.66it/s]\n459 14.3792 : 9%|▉ | 471/5335 [00:06<01:19, 60.80it/s]\n459 14.3792 : 9%|▉ | 478/5335 [00:06<01:26, 56.24it/s]\n479 19.2272 : 9%|▉ | 478/5335 [00:06<01:26, 56.24it/s]\n479 19.2272 : 9%|▉ | 484/5335 [00:06<01:28, 54.51it/s]\n479 19.2272 : 9%|▉ | 490/5335 [00:06<01:30, 53.48it/s]\n479 19.2272 : 9%|▉ | 496/5335 [00:06<01:28, 54.39it/s]\n499 21.6345 : 9%|▉ | 496/5335 [00:06<01:28, 54.39it/s]\n499 21.6345 : 9%|▉ | 503/5335 [00:06<01:23, 57.76it/s]\n499 21.6345 : 10%|▉ | 511/5335 [00:06<01:16, 62.74it/s]\n519 25.3546 : 10%|▉ | 511/5335 [00:07<01:16, 62.74it/s]\n519 25.3546 : 10%|▉ | 520/5335 [00:07<01:10, 67.92it/s]\n519 25.3546 : 10%|▉ | 529/5335 [00:07<01:06, 72.11it/s]\n519 25.3546 : 10%|█ | 538/5335 [00:07<01:04, 74.74it/s]\n539 22.8381 : 10%|█ | 538/5335 [00:07<01:04, 74.74it/s]\n539 22.8381 : 10%|█ | 546/5335 [00:07<01:03, 75.92it/s]\n539 22.8381 : 10%|█ | 554/5335 [00:07<01:02, 76.76it/s]\n559 20.9483 : 10%|█ | 554/5335 [00:07<01:02, 76.76it/s]\n559 20.9483 : 11%|█ | 563/5335 [00:07<01:01, 77.99it/s]\n559 20.9483 : 11%|█ | 571/5335 [00:07<01:01, 76.90it/s]\n559 20.9483 : 11%|█ | 579/5335 [00:07<01:04, 73.73it/s]\n579 21.2476 : 11%|█ | 579/5335 [00:07<01:04, 73.73it/s]\n579 21.2476 : 11%|█ | 587/5335 [00:07<01:08, 68.92it/s]\n579 21.2476 : 11%|█ | 594/5335 [00:08<01:12, 65.37it/s]\n599 19.3630 : 11%|█ | 594/5335 [00:08<01:12, 65.37it/s]\n599 19.3630 : 11%|█▏ | 601/5335 [00:08<01:16, 61.88it/s]\n599 19.3630 : 11%|█▏ | 608/5335 [00:08<01:18, 60.38it/s]\n599 19.3630 : 12%|█▏ | 615/5335 [00:08<01:20, 58.99it/s]\n619 18.5172 : 12%|█▏ | 615/5335 [00:08<01:20, 58.99it/s]\n619 18.5172 : 12%|█▏ | 621/5335 [00:08<01:22, 56.86it/s]\n619 18.5172 : 12%|█▏ | 627/5335 [00:08<01:23, 56.69it/s]\n619 18.5172 : 12%|█▏ | 633/5335 [00:08<01:23, 56.57it/s]\n619 18.5172 : 12%|█▏ | 639/5335 [00:08<01:22, 56.81it/s]\n639 21.5034 : 12%|█▏ | 639/5335 [00:08<01:22, 56.81it/s]\n639 21.5034 : 12%|█▏ | 646/5335 [00:09<01:18, 59.95it/s]\n639 21.5034 : 12%|█▏ | 654/5335 [00:09<01:12, 64.62it/s]\n659 24.6351 : 12%|█▏ | 654/5335 [00:09<01:12, 64.62it/s]\n659 24.6351 : 12%|█▏ | 663/5335 [00:09<01:06, 70.09it/s]\n659 24.6351 : 13%|█▎ | 672/5335 [00:09<01:01, 75.25it/s]\n679 22.9840 : 13%|█▎ | 672/5335 [00:09<01:01, 75.25it/s]\n679 22.9840 : 13%|█▎ | 681/5335 [00:09<00:59, 78.73it/s]\n679 22.9840 : 13%|█▎ | 690/5335 [00:09<00:56, 81.63it/s]\n679 22.9840 : 13%|█▎ | 699/5335 [00:09<00:55, 83.13it/s]\n699 25.6059 : 13%|█▎ | 699/5335 [00:09<00:55, 83.13it/s]\n699 25.6059 : 13%|█▎ | 708/5335 [00:09<00:55, 83.66it/s]\n699 25.6059 : 13%|█▎ | 717/5335 [00:09<00:54, 84.12it/s]\n719 21.3053 : 13%|█▎ | 717/5335 [00:09<00:54, 84.12it/s]\n719 21.3053 : 14%|█▎ | 726/5335 [00:09<00:56, 82.02it/s]\n719 21.3053 : 14%|█▍ | 735/5335 [00:10<00:58, 78.13it/s]\n739 23.5678 : 14%|█▍ | 735/5335 [00:10<00:58, 78.13it/s]\n739 23.5678 : 14%|█▍ | 743/5335 [00:10<01:03, 72.80it/s]\n739 23.5678 : 14%|█▍ | 751/5335 [00:10<01:07, 67.70it/s]\n739 23.5678 : 14%|█▍ | 758/5335 [00:10<01:10, 65.01it/s]\n759 16.1115 : 14%|█▍ | 758/5335 [00:10<01:10, 65.01it/s]\n759 16.1115 : 14%|█▍ | 765/5335 [00:10<01:10, 64.61it/s]\n759 16.1115 : 14%|█▍ | 772/5335 [00:10<01:10, 64.94it/s]\n779 20.5395 : 14%|█▍ | 772/5335 [00:10<01:10, 64.94it/s]\n779 20.5395 : 15%|█▍ | 780/5335 [00:10<01:07, 67.19it/s]\n779 20.5395 : 15%|█▍ | 788/5335 [00:10<01:06, 68.74it/s]\n779 20.5395 : 15%|█▍ | 797/5335 [00:11<01:02, 72.79it/s]\n799 22.5793 : 15%|█▍ | 797/5335 [00:11<01:02, 72.79it/s]\n799 22.5793 : 15%|█▌ | 807/5335 [00:11<00:57, 79.26it/s]\n799 22.5793 : 15%|█▌ | 818/5335 [00:11<00:51, 87.12it/s]\n819 25.4238 : 15%|█▌ | 818/5335 [00:11<00:51, 87.12it/s]\n819 25.4238 : 16%|█▌ | 829/5335 [00:11<00:48, 93.34it/s]\n839 25.2205 : 16%|█▌ | 829/5335 [00:11<00:48, 93.34it/s]\n839 25.2205 : 16%|█▌ | 840/5335 [00:11<00:45, 97.92it/s]\n839 25.2205 : 16%|█▌ | 851/5335 [00:11<00:44, 100.52it/s]\n859 24.0685 : 16%|█▌ | 851/5335 [00:11<00:44, 100.52it/s]\n859 24.0685 : 16%|█▌ | 862/5335 [00:11<00:44, 101.31it/s]\n859 24.0685 : 16%|█▋ | 873/5335 [00:11<00:43, 101.70it/s]\n879 24.2518 : 16%|█▋ | 873/5335 [00:11<00:43, 101.70it/s]\n879 24.2518 : 17%|█▋ | 884/5335 [00:11<00:45, 98.40it/s]\n879 24.2518 : 17%|█▋ | 894/5335 [00:12<00:48, 92.16it/s]\n899 24.8153 : 17%|█▋ | 894/5335 [00:12<00:48, 92.16it/s]\n899 24.8153 : 17%|█▋ | 904/5335 [00:12<00:52, 85.07it/s]\n899 24.8153 : 17%|█▋ | 913/5335 [00:12<00:54, 80.87it/s]\n919 20.8635 : 17%|█▋ | 913/5335 [00:12<00:54, 80.87it/s]\n919 20.8635 : 17%|█▋ | 922/5335 [00:12<00:53, 83.08it/s]\n919 20.8635 : 17%|█▋ | 933/5335 [00:12<00:49, 88.84it/s]\n939 22.4410 : 17%|█▋ | 933/5335 [00:12<00:49, 88.84it/s]\n939 22.4410 : 18%|█▊ | 944/5335 [00:12<00:46, 93.79it/s]\n939 22.4410 : 18%|█▊ | 957/5335 [00:12<00:42, 103.70it/s]\n959 23.6872 : 18%|█▊ | 957/5335 [00:12<00:42, 103.70it/s]\n959 23.6872 : 18%|█▊ | 972/5335 [00:12<00:37, 115.32it/s]\n979 25.8405 : 18%|█▊ | 972/5335 [00:12<00:37, 115.32it/s]\n979 25.8405 : 19%|█▊ | 987/5335 [00:12<00:35, 123.94it/s]\n999 25.7600 : 19%|█▊ | 987/5335 [00:12<00:35, 123.94it/s]\n999 25.7600 : 19%|█▉ | 1002/5335 [00:13<00:33, 129.99it/s]\n999 25.7600 : 19%|█▉ | 1016/5335 [00:13<00:32, 132.53it/s]\n1019 23.3207 : 19%|█▉ | 1016/5335 [00:13<00:32, 132.53it/s]\n1019 23.3207 : 19%|█▉ | 1030/5335 [00:13<00:32, 132.74it/s]\n1039 24.2050 : 19%|█▉ | 1030/5335 [00:13<00:32, 132.74it/s]\n1039 24.2050 : 20%|█▉ | 1044/5335 [00:13<00:34, 125.41it/s]\n1039 24.2050 : 20%|█▉ | 1057/5335 [00:13<00:37, 115.46it/s]\n1059 23.4034 : 20%|█▉ | 1057/5335 [00:13<00:37, 115.46it/s]\n1059 23.4034 : 20%|██ | 1069/5335 [00:13<00:39, 107.29it/s]\n1079 20.1851 : 20%|██ | 1069/5335 [00:13<00:39, 107.29it/s]\n1079 20.1851 : 20%|██ | 1080/5335 [00:13<00:45, 93.87it/s]\n1079 20.1851 : 20%|██ | 1090/5335 [00:13<00:48, 88.17it/s]\n1099 22.2259 : 20%|██ | 1090/5335 [00:14<00:48, 88.17it/s]\n1099 22.2259 : 21%|██ | 1100/5335 [00:14<00:48, 86.86it/s]\n1099 22.2259 : 21%|██ | 1110/5335 [00:14<00:47, 89.29it/s]\n1119 24.9521 : 21%|██ | 1110/5335 [00:14<00:47, 89.29it/s]\n1119 24.9521 : 21%|██ | 1121/5335 [00:14<00:44, 94.18it/s]\n1119 24.9521 : 21%|██ | 1132/5335 [00:14<00:42, 98.39it/s]\n1139 22.8021 : 21%|██ | 1132/5335 [00:14<00:42, 98.39it/s]\n1139 22.8021 : 21%|██▏ | 1143/5335 [00:14<00:41, 101.29it/s]\n1139 22.8021 : 22%|██▏ | 1154/5335 [00:14<00:40, 102.90it/s]\n1159 24.6413 : 22%|██▏ | 1154/5335 [00:14<00:40, 102.90it/s]\n1159 24.6413 : 22%|██▏ | 1165/5335 [00:14<00:40, 104.07it/s]\n1159 24.6413 : 22%|██▏ | 1176/5335 [00:14<00:39, 104.73it/s]\n1179 21.6546 : 22%|██▏ | 1176/5335 [00:14<00:39, 104.73it/s]\n1179 21.6546 : 22%|██▏ | 1187/5335 [00:14<00:40, 101.55it/s]\n1179 21.6546 : 22%|██▏ | 1198/5335 [00:14<00:43, 94.46it/s]\n1199 22.3596 : 22%|██▏ | 1198/5335 [00:15<00:43, 94.46it/s]\n1199 22.3596 : 23%|██▎ | 1208/5335 [00:15<00:47, 87.57it/s]\n1199 22.3596 : 23%|██▎ | 1217/5335 [00:15<00:49, 83.20it/s]\n1219 15.5824 : 23%|██▎ | 1217/5335 [00:15<00:49, 83.20it/s]\n1219 15.5824 : 23%|██▎ | 1226/5335 [00:15<00:56, 72.96it/s]\n1219 15.5824 : 23%|██▎ | 1234/5335 [00:15<01:02, 65.67it/s]\n1239 21.7589 : 23%|██▎ | 1234/5335 [00:15<01:02, 65.67it/s]\n1239 21.7589 : 23%|██▎ | 1241/5335 [00:15<01:05, 62.46it/s]\n1239 21.7589 : 23%|██▎ | 1248/5335 [00:15<01:07, 60.91it/s]\n1239 21.7589 : 24%|██▎ | 1255/5335 [00:15<01:05, 62.03it/s]\n1259 23.3420 : 24%|██▎ | 1255/5335 [00:15<01:05, 62.03it/s]\n1259 23.3420 : 24%|██▎ | 1262/5335 [00:16<01:03, 64.05it/s]\n1259 23.3420 : 24%|██▍ | 1270/5335 [00:16<00:59, 68.11it/s]\n1259 23.3420 : 24%|██▍ | 1279/5335 [00:16<00:56, 72.42it/s]\n1279 25.0724 : 24%|██▍ | 1279/5335 [00:16<00:56, 72.42it/s]\n1279 25.0724 : 24%|██▍ | 1288/5335 [00:16<00:53, 75.15it/s]\n1279 25.0724 : 24%|██▍ | 1297/5335 [00:16<00:52, 77.32it/s]\n1299 22.7745 : 24%|██▍ | 1297/5335 [00:16<00:52, 77.32it/s]\n1299 22.7745 : 24%|██▍ | 1306/5335 [00:16<00:51, 78.30it/s]\n1299 22.7745 : 25%|██▍ | 1315/5335 [00:16<00:50, 79.10it/s]\n1319 23.7647 : 25%|██▍ | 1315/5335 [00:16<00:50, 79.10it/s]\n1319 23.7647 : 25%|██▍ | 1324/5335 [00:16<00:50, 80.00it/s]\n1319 23.7647 : 25%|██▍ | 1333/5335 [00:16<00:50, 79.68it/s]\n1339 24.7683 : 25%|██▍ | 1333/5335 [00:16<00:50, 79.68it/s]\n1339 24.7683 : 25%|██▌ | 1341/5335 [00:17<00:51, 77.27it/s]\n1339 24.7683 : 25%|██▌ | 1349/5335 [00:17<00:55, 72.11it/s]\n1339 24.7683 : 25%|██▌ | 1357/5335 [00:17<00:59, 66.87it/s]\n1359 23.3462 : 25%|██▌ | 1357/5335 [00:17<00:59, 66.87it/s]\n1359 23.3462 : 26%|██▌ | 1364/5335 [00:17<01:03, 62.89it/s]\n1359 23.3462 : 26%|██▌ | 1371/5335 [00:17<01:05, 60.67it/s]\n1359 23.3462 : 26%|██▌ | 1378/5335 [00:17<01:06, 59.88it/s]\n1379 16.4403 : 26%|██▌ | 1378/5335 [00:17<01:06, 59.88it/s]\n1379 16.4403 : 26%|██▌ | 1385/5335 [00:17<01:05, 60.17it/s]\n1379 16.4403 : 26%|██▌ | 1392/5335 [00:17<01:04, 60.88it/s]\n1379 16.4403 : 26%|██▌ | 1399/5335 [00:17<01:02, 62.50it/s]\n1399 20.6804 : 26%|██▌ | 1399/5335 [00:17<01:02, 62.50it/s]\n1399 20.6804 : 26%|██▋ | 1407/5335 [00:18<00:59, 65.89it/s]\n1399 20.6804 : 27%|██▋ | 1415/5335 [00:18<00:56, 69.37it/s]\n1419 24.2981 : 27%|██▋ | 1415/5335 [00:18<00:56, 69.37it/s]\n1419 24.2981 : 27%|██▋ | 1424/5335 [00:18<00:52, 74.21it/s]\n1419 24.2981 : 27%|██▋ | 1433/5335 [00:18<00:50, 77.86it/s]\n1439 16.3181 : 27%|██▋ | 1433/5335 [00:18<00:50, 77.86it/s]\n1439 16.3181 : 27%|██▋ | 1442/5335 [00:18<00:48, 79.84it/s]\n1439 16.3181 : 27%|██▋ | 1451/5335 [00:18<00:47, 82.05it/s]\n1459 24.4296 : 27%|██▋ | 1451/5335 [00:18<00:47, 82.05it/s]\n1459 24.4296 : 27%|██▋ | 1460/5335 [00:18<00:46, 83.31it/s]\n1459 24.4296 : 28%|██▊ | 1469/5335 [00:18<00:45, 84.13it/s]\n1459 24.4296 : 28%|██▊ | 1478/5335 [00:18<00:45, 84.09it/s]\n1479 22.4655 : 28%|██▊ | 1478/5335 [00:18<00:45, 84.09it/s]\n1479 22.4655 : 28%|██▊ | 1487/5335 [00:19<00:46, 83.15it/s]\n1479 22.4655 : 28%|██▊ | 1496/5335 [00:19<00:48, 79.01it/s]\n1499 24.1805 : 28%|██▊ | 1496/5335 [00:19<00:48, 79.01it/s]\n1499 24.1805 : 28%|██▊ | 1504/5335 [00:19<00:52, 73.04it/s]\n1499 24.1805 : 28%|██▊ | 1512/5335 [00:19<00:57, 67.00it/s]\n1499 24.1805 : 28%|██▊ | 1519/5335 [00:19<00:59, 64.01it/s]\n1519 16.6751 : 28%|██▊ | 1519/5335 [00:19<00:59, 64.01it/s]\n1519 16.6751 : 29%|██▊ | 1526/5335 [00:19<00:59, 63.78it/s]\n1519 16.6751 : 29%|██▉ | 1535/5335 [00:19<00:54, 69.29it/s]\n1539 23.3230 : 29%|██▉ | 1535/5335 [00:19<00:54, 69.29it/s]\n1539 23.3230 : 29%|██▉ | 1544/5335 [00:19<00:51, 73.62it/s]\n1539 23.3230 : 29%|██▉ | 1554/5335 [00:19<00:47, 79.63it/s]\n1559 23.7369 : 29%|██▉ | 1554/5335 [00:20<00:47, 79.63it/s]\n1559 23.7369 : 29%|██▉ | 1565/5335 [00:20<00:43, 86.11it/s]\n1559 23.7369 : 30%|██▉ | 1577/5335 [00:20<00:39, 94.23it/s]\n1579 25.9624 : 30%|██▉ | 1577/5335 [00:20<00:39, 94.23it/s]\n1579 25.9624 : 30%|██▉ | 1589/5335 [00:20<00:37, 99.36it/s]\n1599 26.0523 : 30%|██▉ | 1589/5335 [00:20<00:37, 99.36it/s]\n1599 26.0523 : 30%|███ | 1601/5335 [00:20<00:36, 103.63it/s]\n1599 26.0523 : 30%|███ | 1613/5335 [00:20<00:34, 107.57it/s]\n1619 26.1558 : 30%|███ | 1613/5335 [00:20<00:34, 107.57it/s]\n1619 26.1558 : 30%|███ | 1625/5335 [00:20<00:34, 108.72it/s]\n1619 26.1558 : 31%|███ | 1636/5335 [00:20<00:34, 108.08it/s]\n1639 24.2513 : 31%|███ | 1636/5335 [00:20<00:34, 108.08it/s]\n1639 24.2513 : 31%|███ | 1647/5335 [00:20<00:35, 105.04it/s]\n1639 24.2513 : 31%|███ | 1658/5335 [00:20<00:37, 97.13it/s]\n1659 25.3234 : 31%|███ | 1658/5335 [00:21<00:37, 97.13it/s]\n1659 25.3234 : 31%|███▏ | 1668/5335 [00:21<00:40, 89.61it/s]\n1659 25.3234 : 31%|███▏ | 1678/5335 [00:21<00:42, 86.97it/s]\n1679 17.5862 : 31%|███▏ | 1678/5335 [00:21<00:42, 86.97it/s]\n1679 17.5862 : 32%|███▏ | 1691/5335 [00:21<00:37, 97.19it/s]\n1699 24.5691 : 32%|███▏ | 1691/5335 [00:21<00:37, 97.19it/s]\n1699 24.5691 : 32%|███▏ | 1705/5335 [00:21<00:33, 107.46it/s]\n1719 24.3139 : 32%|███▏ | 1705/5335 [00:21<00:33, 107.46it/s]\n1719 24.3139 : 32%|███▏ | 1721/5335 [00:21<00:29, 121.04it/s]\n1719 24.3139 : 33%|███▎ | 1738/5335 [00:21<00:26, 133.89it/s]\n1739 26.2412 : 33%|███▎ | 1738/5335 [00:21<00:26, 133.89it/s]\n1739 26.2412 : 33%|███▎ | 1755/5335 [00:21<00:25, 142.72it/s]\n1759 26.3002 : 33%|███▎ | 1755/5335 [00:21<00:25, 142.72it/s]\n1759 26.3002 : 33%|███▎ | 1772/5335 [00:21<00:23, 148.68it/s]\n1779 25.1864 : 33%|███▎ | 1772/5335 [00:21<00:23, 148.68it/s]\n1779 25.1864 : 34%|███▎ | 1788/5335 [00:21<00:23, 151.23it/s]\n1799 24.9147 : 34%|███▎ | 1788/5335 [00:22<00:23, 151.23it/s]\n1799 24.9147 : 34%|███▍ | 1804/5335 [00:22<00:23, 147.95it/s]\n1799 24.9147 : 34%|███▍ | 1819/5335 [00:22<00:26, 134.85it/s]\n1819 23.5159 : 34%|███▍ | 1819/5335 [00:22<00:26, 134.85it/s]\n1819 23.5159 : 34%|███▍ | 1833/5335 [00:22<00:26, 130.71it/s]\n1839 25.2654 : 34%|███▍ | 1833/5335 [00:22<00:26, 130.71it/s]\n1839 25.2654 : 35%|███▍ | 1849/5335 [00:22<00:25, 138.24it/s]\n1859 22.1313 : 35%|███▍ | 1849/5335 [00:22<00:25, 138.24it/s]\n1859 22.1313 : 35%|███▍ | 1867/5335 [00:22<00:23, 149.00it/s]\n1879 25.4115 : 35%|███▍ | 1867/5335 [00:22<00:23, 149.00it/s]\n1879 25.4115 : 35%|███▌ | 1887/5335 [00:22<00:21, 163.38it/s]\n1899 24.7347 : 35%|███▌ | 1887/5335 [00:22<00:21, 163.38it/s]\n1899 24.7347 : 36%|███▌ | 1907/5335 [00:22<00:19, 173.78it/s]\n1919 26.4498 : 36%|███▌ | 1907/5335 [00:22<00:19, 173.78it/s]\n1919 26.4498 : 36%|███▌ | 1928/5335 [00:22<00:18, 182.05it/s]\n1939 23.9458 : 36%|███▌ | 1928/5335 [00:22<00:18, 182.05it/s]\n1939 23.9458 : 36%|███▋ | 1947/5335 [00:22<00:18, 184.31it/s]\n1959 24.8262 : 36%|███▋ | 1947/5335 [00:23<00:18, 184.31it/s]\n1959 24.8262 : 37%|███▋ | 1966/5335 [00:23<00:19, 175.48it/s]\n1979 19.6848 : 37%|███▋ | 1966/5335 [00:23<00:19, 175.48it/s]\n1979 19.6848 : 37%|███▋ | 1984/5335 [00:23<00:20, 162.04it/s]\n1999 27.4414 : 37%|███▋ | 1984/5335 [00:23<00:20, 162.04it/s]\n1999 27.4414 : 38%|███▊ | 2001/5335 [00:23<00:24, 137.68it/s]\n1999 27.4414 : 38%|███▊ | 2016/5335 [00:23<00:25, 131.09it/s]\n2019 24.5308 : 38%|███▊ | 2016/5335 [00:23<00:25, 131.09it/s]\n2019 24.5308 : 38%|███▊ | 2030/5335 [00:23<00:25, 130.81it/s]\n2039 26.3899 : 38%|███▊ | 2030/5335 [00:23<00:25, 130.81it/s]\n2039 26.3899 : 38%|███▊ | 2044/5335 [00:23<00:24, 132.37it/s]\n2039 26.3899 : 39%|███▊ | 2058/5335 [00:23<00:24, 134.28it/s]\n2059 24.9393 : 39%|███▊ | 2058/5335 [00:23<00:24, 134.28it/s]\n2059 24.9393 : 39%|███▉ | 2072/5335 [00:23<00:24, 135.28it/s]\n2079 23.8081 : 39%|███▉ | 2072/5335 [00:23<00:24, 135.28it/s]\n2079 23.8081 : 39%|███▉ | 2086/5335 [00:24<00:24, 134.05it/s]\n2099 24.0957 : 39%|███▉ | 2086/5335 [00:24<00:24, 134.05it/s]\n2099 24.0957 : 39%|███▉ | 2100/5335 [00:24<00:24, 129.90it/s]\n2099 24.0957 : 40%|███▉ | 2114/5335 [00:24<00:26, 119.92it/s]\n2119 23.8257 : 40%|███▉ | 2114/5335 [00:24<00:26, 119.92it/s]\n2119 23.8257 : 40%|███▉ | 2127/5335 [00:24<00:29, 109.63it/s]\n2119 23.8257 : 40%|████ | 2139/5335 [00:24<00:32, 99.46it/s]\n2139 20.0309 : 40%|████ | 2139/5335 [00:24<00:32, 99.46it/s]\n2139 20.0309 : 40%|████ | 2150/5335 [00:24<00:37, 85.63it/s]\n2159 19.9580 : 40%|████ | 2150/5335 [00:24<00:37, 85.63it/s]\n2159 19.9580 : 40%|████ | 2160/5335 [00:24<00:39, 80.22it/s]\n2159 19.9580 : 41%|████ | 2169/5335 [00:24<00:39, 79.21it/s]\n2159 19.9580 : 41%|████ | 2178/5335 [00:25<00:39, 79.79it/s]\n2179 24.5745 : 41%|████ | 2178/5335 [00:25<00:39, 79.79it/s]\n2179 24.5745 : 41%|████ | 2187/5335 [00:25<00:39, 80.57it/s]\n2179 24.5745 : 41%|████ | 2196/5335 [00:25<00:38, 81.01it/s]\n2199 19.5436 : 41%|████ | 2196/5335 [00:25<00:38, 81.01it/s]\n2199 19.5436 : 41%|████▏ | 2205/5335 [00:25<00:38, 81.45it/s]\n2199 19.5436 : 41%|████▏ | 2214/5335 [00:25<00:38, 81.77it/s]\n2219 24.1435 : 41%|████▏ | 2214/5335 [00:25<00:38, 81.77it/s]\n2219 24.1435 : 42%|████▏ | 2223/5335 [00:25<00:38, 81.68it/s]\n2219 24.1435 : 42%|████▏ | 2232/5335 [00:25<00:38, 80.18it/s]\n2239 22.4242 : 42%|████▏ | 2232/5335 [00:25<00:38, 80.18it/s]\n2239 22.4242 : 42%|████▏ | 2241/5335 [00:25<00:40, 76.17it/s]\n2239 22.4242 : 42%|████▏ | 2249/5335 [00:26<00:43, 71.09it/s]\n2239 22.4242 : 42%|████▏ | 2257/5335 [00:26<00:47, 64.91it/s]\n2259 21.8586 : 42%|████▏ | 2257/5335 [00:26<00:47, 64.91it/s]\n2259 21.8586 : 42%|████▏ | 2264/5335 [00:26<00:51, 59.51it/s]\n2259 21.8586 : 43%|████▎ | 2271/5335 [00:26<00:54, 55.83it/s]\n2259 21.8586 : 43%|████▎ | 2277/5335 [00:26<00:56, 54.07it/s]\n2279 16.1997 : 43%|████▎ | 2277/5335 [00:26<00:56, 54.07it/s]\n2279 16.1997 : 43%|████▎ | 2283/5335 [00:26<00:56, 53.69it/s]\n2279 16.1997 : 43%|████▎ | 2289/5335 [00:26<00:55, 55.22it/s]\n2279 16.1997 : 43%|████▎ | 2297/5335 [00:26<00:50, 60.71it/s]\n2299 25.5539 : 43%|████▎ | 2297/5335 [00:26<00:50, 60.71it/s]\n2299 25.5539 : 43%|████▎ | 2305/5335 [00:27<00:46, 65.05it/s]\n2299 25.5539 : 43%|████▎ | 2314/5335 [00:27<00:42, 70.85it/s]\n2319 25.3862 : 43%|████▎ | 2314/5335 [00:27<00:42, 70.85it/s]\n2319 25.3862 : 44%|████▎ | 2323/5335 [00:27<00:39, 76.09it/s]\n2319 25.3862 : 44%|████▎ | 2334/5335 [00:27<00:35, 83.48it/s]\n2339 26.7438 : 44%|████▎ | 2334/5335 [00:27<00:35, 83.48it/s]\n2339 26.7438 : 44%|████▍ | 2344/5335 [00:27<00:34, 87.79it/s]\n2339 26.7438 : 44%|████▍ | 2354/5335 [00:27<00:32, 91.20it/s]\n2359 24.6132 : 44%|████▍ | 2354/5335 [00:27<00:32, 91.20it/s]\n2359 24.6132 : 44%|████▍ | 2364/5335 [00:27<00:31, 93.70it/s]\n2359 24.6132 : 44%|████▍ | 2374/5335 [00:27<00:31, 94.73it/s]\n2379 24.5600 : 44%|████▍ | 2374/5335 [00:27<00:31, 94.73it/s]\n2379 24.5600 : 45%|████▍ | 2384/5335 [00:27<00:31, 93.15it/s]\n2379 24.5600 : 45%|████▍ | 2394/5335 [00:27<00:33, 88.56it/s]\n2399 23.7489 : 45%|████▍ | 2394/5335 [00:28<00:33, 88.56it/s]\n2399 23.7489 : 45%|████▌ | 2403/5335 [00:28<00:36, 81.27it/s]\n2399 23.7489 : 45%|████▌ | 2412/5335 [00:28<00:39, 73.62it/s]\n2419 19.6950 : 45%|████▌ | 2412/5335 [00:28<00:39, 73.62it/s]\n2419 19.6950 : 45%|████▌ | 2420/5335 [00:28<00:43, 67.68it/s]\n2419 19.6950 : 45%|████▌ | 2427/5335 [00:28<00:46, 63.02it/s]\n2419 19.6950 : 46%|████▌ | 2434/5335 [00:28<00:46, 61.76it/s]\n2439 18.9484 : 46%|████▌ | 2434/5335 [00:28<00:46, 61.76it/s]\n2439 18.9484 : 46%|████▌ | 2441/5335 [00:28<00:45, 63.61it/s]\n2439 18.9484 : 46%|████▌ | 2450/5335 [00:28<00:40, 70.42it/s]\n2459 26.4599 : 46%|████▌ | 2450/5335 [00:28<00:40, 70.42it/s]\n2459 26.4599 : 46%|████▌ | 2460/5335 [00:28<00:37, 76.36it/s]\n2459 26.4599 : 46%|████▋ | 2471/5335 [00:29<00:33, 84.79it/s]\n2479 21.6180 : 46%|████▋ | 2471/5335 [00:29<00:33, 84.79it/s]\n2479 21.6180 : 47%|████▋ | 2483/5335 [00:29<00:30, 92.97it/s]\n2479 21.6180 : 47%|████▋ | 2495/5335 [00:29<00:28, 99.62it/s]\n2499 26.2874 : 47%|████▋ | 2495/5335 [00:29<00:28, 99.62it/s]\n2499 26.2874 : 47%|████▋ | 2507/5335 [00:29<00:27, 104.70it/s]\n2499 26.2874 : 47%|████▋ | 2519/5335 [00:29<00:25, 108.51it/s]\n2519 25.8451 : 47%|████▋ | 2519/5335 [00:29<00:25, 108.51it/s]\n2519 25.8451 : 47%|████▋ | 2531/5335 [00:29<00:25, 110.61it/s]\n2539 23.1568 : 47%|████▋ | 2531/5335 [00:29<00:25, 110.61it/s]\n2539 23.1568 : 48%|████▊ | 2543/5335 [00:29<00:25, 108.66it/s]\n2539 23.1568 : 48%|████▊ | 2554/5335 [00:29<00:27, 102.61it/s]\n2559 21.3880 : 48%|████▊ | 2554/5335 [00:29<00:27, 102.61it/s]\n2559 21.3880 : 48%|████▊ | 2565/5335 [00:29<00:30, 91.59it/s]\n2559 21.3880 : 48%|████▊ | 2575/5335 [00:30<00:33, 82.85it/s]\n2579 18.2324 : 48%|████▊ | 2575/5335 [00:30<00:33, 82.85it/s]\n2579 18.2324 : 48%|████▊ | 2584/5335 [00:30<00:35, 77.67it/s]\n2579 18.2324 : 49%|████▊ | 2592/5335 [00:30<00:35, 77.17it/s]\n2599 25.6815 : 49%|████▊ | 2592/5335 [00:30<00:35, 77.17it/s]\n2599 25.6815 : 49%|████▉ | 2603/5335 [00:30<00:32, 85.18it/s]\n2599 25.6815 : 49%|████▉ | 2615/5335 [00:30<00:29, 92.61it/s]\n2619 23.4198 : 49%|████▉ | 2615/5335 [00:30<00:29, 92.61it/s]\n2619 23.4198 : 49%|████▉ | 2628/5335 [00:30<00:26, 102.17it/s]\n2639 25.8998 : 49%|████▉ | 2628/5335 [00:30<00:26, 102.17it/s]\n2639 25.8998 : 50%|████▉ | 2642/5335 [00:30<00:24, 110.80it/s]\n2639 25.8998 : 50%|████▉ | 2656/5335 [00:30<00:22, 118.03it/s]\n2659 23.2861 : 50%|████▉ | 2656/5335 [00:30<00:22, 118.03it/s]\n2659 23.2861 : 50%|█████ | 2670/5335 [00:31<00:21, 122.77it/s]\n2679 26.7125 : 50%|█████ | 2670/5335 [00:31<00:21, 122.77it/s]\n2679 26.7125 : 50%|█████ | 2684/5335 [00:31<00:21, 124.90it/s]\n2679 26.7125 : 51%|█████ | 2697/5335 [00:31<00:21, 122.98it/s]\n2699 23.8309 : 51%|█████ | 2697/5335 [00:31<00:21, 122.98it/s]\n2699 23.8309 : 51%|█████ | 2710/5335 [00:31<00:22, 115.70it/s]\n2719 19.9999 : 51%|█████ | 2710/5335 [00:31<00:22, 115.70it/s]\n2719 19.9999 : 51%|█████ | 2722/5335 [00:31<00:24, 104.67it/s]\n2719 19.9999 : 51%|█████ | 2733/5335 [00:31<00:27, 94.77it/s]\n2739 18.4883 : 51%|█████ | 2733/5335 [00:31<00:27, 94.77it/s]\n2739 18.4883 : 51%|█████▏ | 2743/5335 [00:31<00:28, 90.40it/s]\n2739 18.4883 : 52%|█████▏ | 2753/5335 [00:31<00:28, 92.06it/s]\n2759 24.9873 : 52%|█████▏ | 2753/5335 [00:31<00:28, 92.06it/s]\n2759 24.9873 : 52%|█████▏ | 2764/5335 [00:31<00:27, 94.41it/s]\n2759 24.9873 : 52%|█████▏ | 2775/5335 [00:32<00:26, 98.01it/s]\n2779 24.8404 : 52%|█████▏ | 2775/5335 [00:32<00:26, 98.01it/s]\n2779 24.8404 : 52%|█████▏ | 2787/5335 [00:32<00:24, 103.43it/s]\n2799 25.5043 : 52%|█████▏ | 2787/5335 [00:32<00:24, 103.43it/s]\n2799 25.5043 : 52%|█████▏ | 2800/5335 [00:32<00:23, 109.13it/s]\n2799 25.5043 : 53%|█████▎ | 2813/5335 [00:32<00:22, 113.55it/s]\n2819 25.9629 : 53%|█████▎ | 2813/5335 [00:32<00:22, 113.55it/s]\n2819 25.9629 : 53%|█████▎ | 2826/5335 [00:32<00:21, 116.29it/s]\n2819 25.9629 : 53%|█████▎ | 2839/5335 [00:32<00:21, 117.34it/s]\n2839 23.3277 : 53%|█████▎ | 2839/5335 [00:32<00:21, 117.34it/s]\n2839 23.3277 : 53%|█████▎ | 2851/5335 [00:32<00:21, 114.41it/s]\n2859 25.1906 : 53%|█████▎ | 2851/5335 [00:32<00:21, 114.41it/s]\n2859 25.1906 : 54%|█████▎ | 2863/5335 [00:32<00:23, 107.26it/s]\n2859 25.1906 : 54%|█████▍ | 2874/5335 [00:32<00:25, 96.56it/s]\n2879 19.6700 : 54%|█████▍ | 2874/5335 [00:33<00:25, 96.56it/s]\n2879 19.6700 : 54%|█████▍ | 2884/5335 [00:33<00:28, 86.85it/s]\n2879 19.6700 : 54%|█████▍ | 2893/5335 [00:33<00:30, 81.23it/s]\n2899 23.9977 : 54%|█████▍ | 2893/5335 [00:33<00:30, 81.23it/s]\n2899 23.9977 : 54%|█████▍ | 2902/5335 [00:33<00:30, 79.51it/s]\n2899 23.9977 : 55%|█████▍ | 2911/5335 [00:33<00:31, 77.89it/s]\n2899 23.9977 : 55%|█████▍ | 2919/5335 [00:33<00:31, 77.71it/s]\n2919 24.3551 : 55%|█████▍ | 2919/5335 [00:33<00:31, 77.71it/s]\n2919 24.3551 : 55%|█████▍ | 2928/5335 [00:33<00:30, 79.70it/s]\n2919 24.3551 : 55%|█████▌ | 2938/5335 [00:33<00:28, 82.94it/s]\n2939 24.2806 : 55%|█████▌ | 2938/5335 [00:33<00:28, 82.94it/s]\n2939 24.2806 : 55%|█████▌ | 2948/5335 [00:33<00:27, 86.98it/s]\n2939 24.2806 : 55%|█████▌ | 2958/5335 [00:34<00:26, 90.34it/s]\n2959 26.7786 : 55%|█████▌ | 2958/5335 [00:34<00:26, 90.34it/s]\n2959 26.7786 : 56%|█████▌ | 2968/5335 [00:34<00:25, 91.79it/s]\n2959 26.7786 : 56%|█████▌ | 2978/5335 [00:34<00:25, 92.67it/s]\n2979 25.3273 : 56%|█████▌ | 2978/5335 [00:34<00:25, 92.67it/s]\n2979 25.3273 : 56%|█████▌ | 2988/5335 [00:34<00:25, 93.16it/s]\n2979 25.3273 : 56%|█████▌ | 2998/5335 [00:34<00:25, 90.36it/s]\n2999 24.3314 : 56%|█████▌ | 2998/5335 [00:34<00:25, 90.36it/s]\n2999 24.3314 : 56%|█████▋ | 3008/5335 [00:34<00:27, 85.98it/s]\n2999 24.3314 : 57%|█████▋ | 3017/5335 [00:34<00:29, 79.31it/s]\n3019 24.5848 : 57%|█████▋ | 3017/5335 [00:34<00:29, 79.31it/s]\n3019 24.5848 : 57%|█████▋ | 3026/5335 [00:34<00:32, 71.05it/s]\n3019 24.5848 : 57%|█████▋ | 3034/5335 [00:35<00:35, 65.28it/s]\n3039 21.5388 : 57%|█████▋ | 3034/5335 [00:35<00:35, 65.28it/s]\n3039 21.5388 : 57%|█████▋ | 3041/5335 [00:35<00:38, 60.07it/s]\n3039 21.5388 : 57%|█████▋ | 3048/5335 [00:35<00:38, 58.67it/s]\n3039 21.5388 : 57%|█████▋ | 3056/5335 [00:35<00:36, 62.61it/s]\n3059 24.4741 : 57%|█████▋ | 3056/5335 [00:35<00:36, 62.61it/s]\n3059 24.4741 : 57%|█████▋ | 3063/5335 [00:35<00:35, 64.25it/s]\n3059 24.4741 : 58%|█████▊ | 3071/5335 [00:35<00:33, 66.95it/s]\n3059 24.4741 : 58%|█████▊ | 3079/5335 [00:35<00:32, 70.31it/s]\n3079 24.0639 : 58%|█████▊ | 3079/5335 [00:35<00:32, 70.31it/s]\n3079 24.0639 : 58%|█████▊ | 3088/5335 [00:35<00:30, 73.90it/s]\n3079 24.0639 : 58%|█████▊ | 3097/5335 [00:35<00:28, 77.54it/s]\n3099 25.3548 : 58%|█████▊ | 3097/5335 [00:35<00:28, 77.54it/s]\n3099 25.3548 : 58%|█████▊ | 3106/5335 [00:36<00:27, 80.36it/s]\n3099 25.3548 : 58%|█████▊ | 3115/5335 [00:36<00:27, 81.50it/s]\n3119 23.4682 : 58%|█████▊ | 3115/5335 [00:36<00:27, 81.50it/s]\n3119 23.4682 : 59%|█████▊ | 3124/5335 [00:36<00:26, 82.00it/s]\n3119 23.4682 : 59%|█████▊ | 3133/5335 [00:36<00:26, 82.54it/s]\n3139 25.2879 : 59%|█████▊ | 3133/5335 [00:36<00:26, 82.54it/s]\n3139 25.2879 : 59%|█████▉ | 3142/5335 [00:36<00:27, 81.20it/s]\n3139 25.2879 : 59%|█████▉ | 3151/5335 [00:36<00:28, 77.77it/s]\n3139 25.2879 : 59%|█████▉ | 3159/5335 [00:36<00:30, 71.69it/s]\n3159 23.6765 : 59%|█████▉ | 3159/5335 [00:36<00:30, 71.69it/s]\n3159 23.6765 : 59%|█████▉ | 3167/5335 [00:36<00:34, 63.10it/s]\n3159 23.6765 : 59%|█████▉ | 3174/5335 [00:37<00:37, 57.18it/s]\n3179 19.8628 : 59%|█████▉ | 3174/5335 [00:37<00:37, 57.18it/s]\n3179 19.8628 : 60%|█████▉ | 3180/5335 [00:37<00:40, 52.71it/s]\n3179 19.8628 : 60%|█████▉ | 3186/5335 [00:37<00:42, 50.20it/s]\n3179 19.8628 : 60%|█████▉ | 3192/5335 [00:37<00:42, 50.04it/s]\n3179 19.8628 : 60%|█████▉ | 3198/5335 [00:37<00:41, 51.01it/s]\n3199 12.0724 : 60%|█████▉ | 3198/5335 [00:37<00:41, 51.01it/s]\n3199 12.0724 : 60%|██████ | 3207/5335 [00:37<00:35, 59.38it/s]\n3199 12.0724 : 60%|██████ | 3217/5335 [00:37<00:30, 69.02it/s]\n3219 26.1653 : 60%|██████ | 3217/5335 [00:37<00:30, 69.02it/s]\n3219 26.1653 : 61%|██████ | 3228/5335 [00:37<00:26, 78.83it/s]\n3239 25.6317 : 61%|██████ | 3228/5335 [00:38<00:26, 78.83it/s]\n3239 25.6317 : 61%|██████ | 3240/5335 [00:38<00:23, 88.67it/s]\n3239 25.6317 : 61%|██████ | 3252/5335 [00:38<00:21, 96.43it/s]\n3259 27.5649 : 61%|██████ | 3252/5335 [00:38<00:21, 96.43it/s]\n3259 27.5649 : 61%|██████ | 3264/5335 [00:38<00:20, 102.17it/s]\n3259 27.5649 : 61%|██████▏ | 3276/5335 [00:38<00:19, 105.88it/s]\n3279 25.8946 : 61%|██████▏ | 3276/5335 [00:38<00:19, 105.88it/s]\n3279 25.8946 : 62%|██████▏ | 3288/5335 [00:38<00:18, 108.64it/s]\n3279 25.8946 : 62%|██████▏ | 3299/5335 [00:38<00:18, 107.54it/s]\n3299 23.5116 : 62%|██████▏ | 3299/5335 [00:38<00:18, 107.54it/s]\n3299 23.5116 : 62%|██████▏ | 3310/5335 [00:38<00:19, 101.32it/s]\n3319 22.9242 : 62%|██████▏ | 3310/5335 [00:38<00:19, 101.32it/s]\n3319 22.9242 : 62%|██████▏ | 3321/5335 [00:38<00:22, 89.79it/s]\n3319 22.9242 : 62%|██████▏ | 3331/5335 [00:38<00:25, 79.24it/s]\n3339 21.4854 : 62%|██████▏ | 3331/5335 [00:39<00:25, 79.24it/s]\n3339 21.4854 : 63%|██████▎ | 3340/5335 [00:39<00:27, 73.10it/s]\n3339 21.4854 : 63%|██████▎ | 3348/5335 [00:39<00:27, 71.63it/s]\n3339 21.4854 : 63%|██████▎ | 3357/5335 [00:39<00:26, 74.23it/s]\n3359 27.3650 : 63%|██████▎ | 3357/5335 [00:39<00:26, 74.23it/s]\n3359 27.3650 : 63%|██████▎ | 3367/5335 [00:39<00:24, 79.16it/s]\n3359 27.3650 : 63%|██████▎ | 3378/5335 [00:39<00:22, 85.40it/s]\n3379 24.3094 : 63%|██████▎ | 3378/5335 [00:39<00:22, 85.40it/s]\n3379 24.3094 : 64%|██████▎ | 3389/5335 [00:39<00:21, 91.29it/s]\n3399 26.3524 : 64%|██████▎ | 3389/5335 [00:39<00:21, 91.29it/s]\n3399 26.3524 : 64%|██████▎ | 3401/5335 [00:39<00:19, 97.36it/s]\n3399 26.3524 : 64%|██████▍ | 3413/5335 [00:39<00:18, 102.25it/s]\n3419 26.2605 : 64%|██████▍ | 3413/5335 [00:39<00:18, 102.25it/s]\n3419 26.2605 : 64%|██████▍ | 3425/5335 [00:39<00:18, 104.93it/s]\n3419 26.2605 : 64%|██████▍ | 3437/5335 [00:40<00:17, 106.69it/s]\n3439 24.8293 : 64%|██████▍ | 3437/5335 [00:40<00:17, 106.69it/s]\n3439 24.8293 : 65%|██████▍ | 3448/5335 [00:40<00:17, 106.01it/s]\n3439 24.8293 : 65%|██████▍ | 3459/5335 [00:40<00:18, 100.77it/s]\n3459 23.8967 : 65%|██████▍ | 3459/5335 [00:40<00:18, 100.77it/s]\n3459 23.8967 : 65%|██████▌ | 3470/5335 [00:40<00:20, 90.47it/s]\n3479 23.8801 : 65%|██████▌ | 3470/5335 [00:40<00:20, 90.47it/s]\n3479 23.8801 : 65%|██████▌ | 3480/5335 [00:40<00:23, 79.61it/s]\n3479 23.8801 : 65%|██████▌ | 3489/5335 [00:40<00:25, 72.45it/s]\n3479 23.8801 : 66%|██████▌ | 3497/5335 [00:40<00:26, 69.69it/s]\n3499 22.4223 : 66%|██████▌ | 3497/5335 [00:40<00:26, 69.69it/s]\n3499 22.4223 : 66%|██████▌ | 3505/5335 [00:41<00:26, 70.17it/s]\n3499 22.4223 : 66%|██████▌ | 3514/5335 [00:41<00:24, 73.52it/s]\n3519 25.8527 : 66%|██████▌ | 3514/5335 [00:41<00:24, 73.52it/s]\n3519 25.8527 : 66%|██████▌ | 3522/5335 [00:41<00:24, 75.16it/s]\n3519 25.8527 : 66%|██████▌ | 3531/5335 [00:41<00:22, 78.59it/s]\n3539 25.9688 : 66%|██████▌ | 3531/5335 [00:41<00:22, 78.59it/s]\n3539 25.9688 : 66%|██████▋ | 3541/5335 [00:41<00:21, 82.66it/s]\n3539 25.9688 : 67%|██████▋ | 3552/5335 [00:41<00:20, 88.18it/s]\n3559 26.5650 : 67%|██████▋ | 3552/5335 [00:41<00:20, 88.18it/s]\n3559 26.5650 : 67%|██████▋ | 3562/5335 [00:41<00:19, 91.36it/s]\n3559 26.5650 : 67%|██████▋ | 3572/5335 [00:41<00:18, 93.00it/s]\n3579 26.7421 : 67%|██████▋ | 3572/5335 [00:41<00:18, 93.00it/s]\n3579 26.7421 : 67%|██████▋ | 3582/5335 [00:41<00:18, 94.56it/s]\n3579 26.7421 : 67%|██████▋ | 3592/5335 [00:41<00:18, 95.97it/s]\n3599 24.7239 : 67%|██████▋ | 3592/5335 [00:42<00:18, 95.97it/s]\n3599 24.7239 : 68%|██████▊ | 3602/5335 [00:42<00:18, 94.68it/s]\n3599 24.7239 : 68%|██████▊ | 3612/5335 [00:42<00:19, 89.09it/s]\n3619 24.8739 : 68%|██████▊ | 3612/5335 [00:42<00:19, 89.09it/s]\n3619 24.8739 : 68%|██████▊ | 3621/5335 [00:42<00:21, 80.84it/s]\n3619 24.8739 : 68%|██████▊ | 3630/5335 [00:42<00:23, 71.29it/s]\n3619 24.8739 : 68%|██████▊ | 3638/5335 [00:42<00:26, 63.86it/s]\n3639 24.0872 : 68%|██████▊ | 3638/5335 [00:42<00:26, 63.86it/s]\n3639 24.0872 : 68%|██████▊ | 3645/5335 [00:42<00:28, 60.14it/s]\n3639 24.0872 : 68%|██████▊ | 3652/5335 [00:42<00:28, 59.95it/s]\n3639 24.0872 : 69%|██████▊ | 3659/5335 [00:43<00:27, 61.60it/s]\n3659 19.7225 : 69%|██████▊ | 3659/5335 [00:43<00:27, 61.60it/s]\n3659 19.7225 : 69%|██████▊ | 3667/5335 [00:43<00:25, 64.70it/s]\n3659 19.7225 : 69%|██████▉ | 3674/5335 [00:43<00:25, 65.99it/s]\n3679 27.3201 : 69%|██████▉ | 3674/5335 [00:43<00:25, 65.99it/s]\n3679 27.3201 : 69%|██████▉ | 3682/5335 [00:43<00:24, 67.80it/s]\n3679 27.3201 : 69%|██████▉ | 3691/5335 [00:43<00:22, 71.76it/s]\n3699 23.3585 : 69%|██████▉ | 3691/5335 [00:43<00:22, 71.76it/s]\n3699 23.3585 : 69%|██████▉ | 3700/5335 [00:43<00:21, 75.09it/s]\n3699 23.3585 : 70%|██████▉ | 3709/5335 [00:43<00:20, 78.79it/s]\n3699 23.3585 : 70%|██████▉ | 3718/5335 [00:43<00:19, 81.15it/s]\n3719 26.8382 : 70%|██████▉ | 3718/5335 [00:43<00:19, 81.15it/s]\n3719 26.8382 : 70%|██████▉ | 3727/5335 [00:43<00:19, 82.01it/s]\n3719 26.8382 : 70%|███████ | 3736/5335 [00:43<00:19, 83.44it/s]\n3739 26.0736 : 70%|███████ | 3736/5335 [00:44<00:19, 83.44it/s]\n3739 26.0736 : 70%|███████ | 3745/5335 [00:44<00:18, 83.86it/s]\n3739 26.0736 : 70%|███████ | 3754/5335 [00:44<00:19, 82.24it/s]\n3759 23.5843 : 70%|███████ | 3754/5335 [00:44<00:19, 82.24it/s]\n3759 23.5843 : 71%|███████ | 3763/5335 [00:44<00:20, 77.56it/s]\n3759 23.5843 : 71%|███████ | 3771/5335 [00:44<00:21, 71.23it/s]\n3759 23.5843 : 71%|███████ | 3779/5335 [00:44<00:25, 62.16it/s]\n3779 24.3577 : 71%|███████ | 3779/5335 [00:44<00:25, 62.16it/s]\n3779 24.3577 : 71%|███████ | 3786/5335 [00:44<00:27, 56.97it/s]\n3779 24.3577 : 71%|███████ | 3792/5335 [00:44<00:28, 53.63it/s]\n3779 24.3577 : 71%|███████ | 3798/5335 [00:45<00:29, 52.62it/s]\n3799 23.6714 : 71%|███████ | 3798/5335 [00:45<00:29, 52.62it/s]\n3799 23.6714 : 71%|███████▏ | 3804/5335 [00:45<00:29, 52.43it/s]\n3799 23.6714 : 71%|███████▏ | 3810/5335 [00:45<00:28, 52.76it/s]\n3799 23.6714 : 72%|███████▏ | 3818/5335 [00:45<00:26, 58.34it/s]\n3819 20.0438 : 72%|███████▏ | 3818/5335 [00:45<00:26, 58.34it/s]\n3819 20.0438 : 72%|███████▏ | 3827/5335 [00:45<00:23, 64.83it/s]\n3819 20.0438 : 72%|███████▏ | 3836/5335 [00:45<00:21, 69.69it/s]\n3839 24.2897 : 72%|███████▏ | 3836/5335 [00:45<00:21, 69.69it/s]\n3839 24.2897 : 72%|███████▏ | 3846/5335 [00:45<00:19, 77.02it/s]\n3839 24.2897 : 72%|███████▏ | 3857/5335 [00:45<00:17, 85.48it/s]\n3859 24.3734 : 72%|███████▏ | 3857/5335 [00:45<00:17, 85.48it/s]\n3859 24.3734 : 73%|███████▎ | 3869/5335 [00:45<00:15, 95.07it/s]\n3879 21.6806 : 73%|███████▎ | 3869/5335 [00:46<00:15, 95.07it/s]\n3879 21.6806 : 73%|███████▎ | 3881/5335 [00:46<00:14, 102.05it/s]\n3879 21.6806 : 73%|███████▎ | 3894/5335 [00:46<00:13, 107.78it/s]\n3899 25.2826 : 73%|███████▎ | 3894/5335 [00:46<00:13, 107.78it/s]\n3899 25.2826 : 73%|███████▎ | 3906/5335 [00:46<00:13, 109.56it/s]\n3899 25.2826 : 73%|███████▎ | 3918/5335 [00:46<00:12, 110.94it/s]\n3919 20.5893 : 73%|███████▎ | 3918/5335 [00:46<00:12, 110.94it/s]\n3919 20.5893 : 74%|███████▎ | 3930/5335 [00:46<00:12, 109.11it/s]\n3939 21.0197 : 74%|███████▎ | 3930/5335 [00:46<00:12, 109.11it/s]\n3939 21.0197 : 74%|███████▍ | 3941/5335 [00:46<00:13, 102.42it/s]\n3939 21.0197 : 74%|███████▍ | 3952/5335 [00:46<00:14, 94.37it/s]\n3959 23.7228 : 74%|███████▍ | 3952/5335 [00:46<00:14, 94.37it/s]\n3959 23.7228 : 74%|███████▍ | 3962/5335 [00:46<00:15, 89.74it/s]\n3959 23.7228 : 74%|███████▍ | 3972/5335 [00:46<00:15, 90.52it/s]\n3979 27.1013 : 74%|███████▍ | 3972/5335 [00:47<00:15, 90.52it/s]\n3979 27.1013 : 75%|███████▍ | 3982/5335 [00:47<00:14, 92.48it/s]\n3979 27.1013 : 75%|███████▍ | 3993/5335 [00:47<00:14, 95.34it/s]\n3999 25.4831 : 75%|███████▍ | 3993/5335 [00:47<00:14, 95.34it/s]\n3999 25.4831 : 75%|███████▌ | 4006/5335 [00:47<00:12, 103.51it/s]\n4019 25.0847 : 75%|███████▌ | 4006/5335 [00:47<00:12, 103.51it/s]\n4019 25.0847 : 75%|███████▌ | 4020/5335 [00:47<00:11, 113.40it/s]\n4019 25.0847 : 76%|███████▌ | 4035/5335 [00:47<00:10, 121.59it/s]\n4039 22.8182 : 76%|███████▌ | 4035/5335 [00:47<00:10, 121.59it/s]\n4039 22.8182 : 76%|███████▌ | 4050/5335 [00:47<00:10, 127.20it/s]\n4059 25.5442 : 76%|███████▌ | 4050/5335 [00:47<00:10, 127.20it/s]\n4059 25.5442 : 76%|███████▌ | 4064/5335 [00:47<00:09, 129.78it/s]\n4059 25.5442 : 76%|███████▋ | 4078/5335 [00:47<00:09, 129.80it/s]\n4079 23.7221 : 76%|███████▋ | 4078/5335 [00:47<00:09, 129.80it/s]\n4079 23.7221 : 77%|███████▋ | 4092/5335 [00:47<00:10, 123.11it/s]\n4099 23.0498 : 77%|███████▋ | 4092/5335 [00:47<00:10, 123.11it/s]\n4099 23.0498 : 77%|███████▋ | 4105/5335 [00:48<00:10, 114.80it/s]\n4099 23.0498 : 77%|███████▋ | 4117/5335 [00:48<00:11, 107.86it/s]\n4119 25.8123 : 77%|███████▋ | 4117/5335 [00:48<00:11, 107.86it/s]\n4119 25.8123 : 77%|███████▋ | 4128/5335 [00:48<00:11, 102.16it/s]\n4119 25.8123 : 78%|███████▊ | 4139/5335 [00:48<00:11, 101.31it/s]\n4139 25.4155 : 78%|███████▊ | 4139/5335 [00:48<00:11, 101.31it/s]\n4139 25.4155 : 78%|███████▊ | 4150/5335 [00:48<00:11, 103.50it/s]\n4159 24.0560 : 78%|███████▊ | 4150/5335 [00:48<00:11, 103.50it/s]\n4159 24.0560 : 78%|███████▊ | 4163/5335 [00:48<00:10, 108.88it/s]\n4159 24.0560 : 78%|███████▊ | 4177/5335 [00:48<00:09, 116.84it/s]\n4179 26.9846 : 78%|███████▊ | 4177/5335 [00:48<00:09, 116.84it/s]\n4179 26.9846 : 79%|███████▊ | 4191/5335 [00:48<00:09, 122.06it/s]\n4199 24.7089 : 79%|███████▊ | 4191/5335 [00:48<00:09, 122.06it/s]\n4199 24.7089 : 79%|███████▉ | 4204/5335 [00:48<00:09, 124.29it/s]\n4199 24.7089 : 79%|███████▉ | 4218/5335 [00:49<00:08, 126.26it/s]\n4219 25.1629 : 79%|███████▉ | 4218/5335 [00:49<00:08, 126.26it/s]\n4219 25.1629 : 79%|███████▉ | 4231/5335 [00:49<00:08, 125.69it/s]\n4239 24.8837 : 79%|███████▉ | 4231/5335 [00:49<00:08, 125.69it/s]\n4239 24.8837 : 80%|███████▉ | 4244/5335 [00:49<00:09, 119.00it/s]\n4239 24.8837 : 80%|███████▉ | 4256/5335 [00:49<00:09, 110.79it/s]\n4259 25.1329 : 80%|███████▉ | 4256/5335 [00:49<00:09, 110.79it/s]\n4259 25.1329 : 80%|████████ | 4268/5335 [00:49<00:10, 103.82it/s]\n4259 25.1329 : 80%|████████ | 4279/5335 [00:49<00:11, 95.88it/s]\n4279 26.0796 : 80%|████████ | 4279/5335 [00:49<00:11, 95.88it/s]\n4279 26.0796 : 80%|████████ | 4289/5335 [00:49<00:11, 92.50it/s]\n4279 26.0796 : 81%|████████ | 4299/5335 [00:49<00:11, 94.06it/s]\n4299 24.2843 : 81%|████████ | 4299/5335 [00:49<00:11, 94.06it/s]\n4299 24.2843 : 81%|████████ | 4310/5335 [00:49<00:10, 97.59it/s]\n4319 25.5380 : 81%|████████ | 4310/5335 [00:50<00:10, 97.59it/s]\n4319 25.5380 : 81%|████████ | 4322/5335 [00:50<00:09, 102.61it/s]\n4319 25.5380 : 81%|████████ | 4334/5335 [00:50<00:09, 106.65it/s]\n4339 24.5889 : 81%|████████ | 4334/5335 [00:50<00:09, 106.65it/s]\n4339 24.5889 : 81%|████████▏ | 4346/5335 [00:50<00:09, 109.58it/s]\n4339 24.5889 : 82%|████████▏ | 4358/5335 [00:50<00:08, 111.10it/s]\n4359 25.8527 : 82%|████████▏ | 4358/5335 [00:50<00:08, 111.10it/s]\n4359 25.8527 : 82%|████████▏ | 4370/5335 [00:50<00:08, 111.09it/s]\n4379 24.0696 : 82%|████████▏ | 4370/5335 [00:50<00:08, 111.09it/s]\n4379 24.0696 : 82%|████████▏ | 4382/5335 [00:50<00:08, 109.54it/s]\n4379 24.0696 : 82%|████████▏ | 4393/5335 [00:50<00:09, 103.40it/s]\n4399 24.1772 : 82%|████████▏ | 4393/5335 [00:50<00:09, 103.40it/s]\n4399 24.1772 : 83%|████████▎ | 4404/5335 [00:50<00:09, 94.37it/s]\n4399 24.1772 : 83%|████████▎ | 4414/5335 [00:51<00:10, 88.55it/s]\n4419 18.7791 : 83%|████████▎ | 4414/5335 [00:51<00:10, 88.55it/s]\n4419 18.7791 : 83%|████████▎ | 4424/5335 [00:51<00:10, 89.04it/s]\n4419 18.7791 : 83%|████████▎ | 4437/5335 [00:51<00:09, 98.60it/s]\n4439 27.8047 : 83%|████████▎ | 4437/5335 [00:51<00:09, 98.60it/s]\n4439 27.8047 : 83%|████████▎ | 4451/5335 [00:51<00:08, 108.93it/s]\n4459 23.8243 : 83%|████████▎ | 4451/5335 [00:51<00:08, 108.93it/s]\n4459 23.8243 : 84%|████████▎ | 4467/5335 [00:51<00:07, 121.61it/s]\n4479 26.7729 : 84%|████████▎ | 4467/5335 [00:51<00:07, 121.61it/s]\n4479 26.7729 : 84%|████████▍ | 4484/5335 [00:51<00:06, 133.33it/s]\n4499 25.8996 : 84%|████████▍ | 4484/5335 [00:51<00:06, 133.33it/s]\n4499 25.8996 : 84%|████████▍ | 4500/5335 [00:51<00:05, 140.88it/s]\n4499 25.8996 : 85%|████████▍ | 4516/5335 [00:51<00:05, 145.86it/s]\n4519 25.3344 : 85%|████████▍ | 4516/5335 [00:51<00:05, 145.86it/s]\n4519 25.3344 : 85%|████████▍ | 4532/5335 [00:51<00:05, 147.46it/s]\n4539 24.7799 : 85%|████████▍ | 4532/5335 [00:51<00:05, 147.46it/s]\n4539 24.7799 : 85%|████████▌ | 4547/5335 [00:51<00:05, 142.76it/s]\n4559 24.2982 : 85%|████████▌ | 4547/5335 [00:52<00:05, 142.76it/s]\n4559 24.2982 : 86%|████████▌ | 4562/5335 [00:52<00:05, 130.96it/s]\n4559 24.2982 : 86%|████████▌ | 4576/5335 [00:52<00:05, 127.19it/s]\n4579 22.9125 : 86%|████████▌ | 4576/5335 [00:52<00:05, 127.19it/s]\n4579 22.9125 : 86%|████████▌ | 4592/5335 [00:52<00:05, 134.53it/s]\n4599 25.2750 : 86%|████████▌ | 4592/5335 [00:52<00:05, 134.53it/s]\n4599 25.2750 : 86%|████████▋ | 4610/5335 [00:52<00:04, 145.78it/s]\n4619 25.6228 : 86%|████████▋ | 4610/5335 [00:52<00:04, 145.78it/s]\n4619 25.6228 : 87%|████████▋ | 4630/5335 [00:52<00:04, 159.59it/s]\n4639 26.5839 : 87%|████████▋ | 4630/5335 [00:52<00:04, 159.59it/s]\n4639 26.5839 : 87%|████████▋ | 4650/5335 [00:52<00:04, 169.57it/s]\n4659 25.9116 : 87%|████████▋ | 4650/5335 [00:52<00:04, 169.57it/s]\n4659 25.9116 : 88%|████████▊ | 4669/5335 [00:52<00:03, 174.87it/s]\n4679 24.2891 : 88%|████████▊ | 4669/5335 [00:52<00:03, 174.87it/s]\n4679 24.2891 : 88%|████████▊ | 4688/5335 [00:52<00:03, 176.25it/s]\n4699 24.8238 : 88%|████████▊ | 4688/5335 [00:52<00:03, 176.25it/s]\n4699 24.8238 : 88%|████████▊ | 4706/5335 [00:52<00:03, 169.15it/s]\n4719 26.1178 : 88%|████████▊ | 4706/5335 [00:53<00:03, 169.15it/s]\n4719 26.1178 : 89%|████████▊ | 4724/5335 [00:53<00:03, 159.02it/s]\n4739 27.9142 : 89%|████████▊ | 4724/5335 [00:53<00:03, 159.02it/s]\n4739 27.9142 : 89%|████████▉ | 4741/5335 [00:53<00:04, 135.82it/s]\n4739 27.9142 : 89%|████████▉ | 4756/5335 [00:53<00:04, 127.70it/s]\n4759 26.5263 : 89%|████████▉ | 4756/5335 [00:53<00:04, 127.70it/s]\n4759 26.5263 : 89%|████████▉ | 4770/5335 [00:53<00:04, 126.51it/s]\n4779 26.7099 : 89%|████████▉ | 4770/5335 [00:53<00:04, 126.51it/s]\n4779 26.7099 : 90%|████████▉ | 4784/5335 [00:53<00:04, 128.19it/s]\n4779 26.7099 : 90%|████████▉ | 4798/5335 [00:53<00:04, 129.70it/s]\n4799 25.3347 : 90%|████████▉ | 4798/5335 [00:53<00:04, 129.70it/s]\n4799 25.3347 : 90%|█████████ | 4812/5335 [00:53<00:03, 131.10it/s]\n4819 25.1580 : 90%|█████████ | 4812/5335 [00:53<00:03, 131.10it/s]\n4819 25.1580 : 90%|█████████ | 4826/5335 [00:53<00:03, 130.52it/s]\n4839 25.2130 : 90%|█████████ | 4826/5335 [00:54<00:03, 130.52it/s]\n4839 25.2130 : 91%|█████████ | 4840/5335 [00:54<00:03, 127.44it/s]\n4839 25.2130 : 91%|█████████ | 4853/5335 [00:54<00:04, 119.14it/s]\n4859 24.8576 : 91%|█████████ | 4853/5335 [00:54<00:04, 119.14it/s]\n4859 24.8576 : 91%|█████████ | 4866/5335 [00:54<00:04, 108.31it/s]\n4859 24.8576 : 91%|█████████▏| 4878/5335 [00:54<00:04, 101.75it/s]\n4879 24.9813 : 91%|█████████▏| 4878/5335 [00:54<00:04, 101.75it/s]\n4879 24.9813 : 92%|█████████▏| 4889/5335 [00:54<00:04, 93.32it/s]\n4879 24.9813 : 92%|█████████▏| 4899/5335 [00:54<00:04, 89.36it/s]\n4899 24.6033 : 92%|█████████▏| 4899/5335 [00:54<00:04, 89.36it/s]\n4899 24.6033 : 92%|█████████▏| 4909/5335 [00:54<00:04, 90.27it/s]\n4899 24.6033 : 92%|█████████▏| 4919/5335 [00:54<00:04, 91.62it/s]\n4919 24.1499 : 92%|█████████▏| 4919/5335 [00:54<00:04, 91.62it/s]\n4919 24.1499 : 92%|█████████▏| 4930/5335 [00:55<00:04, 94.10it/s]\n4939 24.9934 : 92%|█████████▏| 4930/5335 [00:55<00:04, 94.10it/s]\n4939 24.9934 : 93%|█████████▎| 4940/5335 [00:55<00:04, 95.02it/s]\n4939 24.9934 : 93%|█████████▎| 4951/5335 [00:55<00:03, 96.96it/s]\n4959 23.9928 : 93%|█████████▎| 4951/5335 [00:55<00:03, 96.96it/s]\n4959 23.9928 : 93%|█████████▎| 4961/5335 [00:55<00:03, 97.71it/s]\n4959 23.9928 : 93%|█████████▎| 4971/5335 [00:55<00:03, 97.82it/s]\n4979 24.6053 : 93%|█████████▎| 4971/5335 [00:55<00:03, 97.82it/s]\n4979 24.6053 : 93%|█████████▎| 4981/5335 [00:55<00:03, 95.00it/s]\n4979 24.6053 : 94%|█████████▎| 4991/5335 [00:55<00:03, 89.77it/s]\n4999 24.9791 : 94%|█████████▎| 4991/5335 [00:55<00:03, 89.77it/s]\n4999 24.9791 : 94%|█████████▎| 5001/5335 [00:55<00:04, 81.91it/s]\n4999 24.9791 : 94%|█████████▍| 5010/5335 [00:55<00:04, 75.96it/s]\n4999 24.9791 : 94%|█████████▍| 5018/5335 [00:56<00:04, 70.37it/s]\n5019 25.1175 : 94%|█████████▍| 5018/5335 [00:56<00:04, 70.37it/s]\n5019 25.1175 : 94%|█████████▍| 5026/5335 [00:56<00:04, 67.84it/s]\n5019 25.1175 : 94%|█████████▍| 5034/5335 [00:56<00:04, 70.11it/s]\n5039 27.5497 : 94%|█████████▍| 5034/5335 [00:56<00:04, 70.11it/s]\n5039 27.5497 : 95%|█████████▍| 5044/5335 [00:56<00:03, 76.34it/s]\n5039 27.5497 : 95%|█████████▍| 5055/5335 [00:56<00:03, 84.41it/s]\n5059 25.4145 : 95%|█████████▍| 5055/5335 [00:56<00:03, 84.41it/s]\n5059 25.4145 : 95%|█████████▍| 5067/5335 [00:56<00:02, 92.43it/s]\n5079 26.6469 : 95%|█████████▍| 5067/5335 [00:56<00:02, 92.43it/s]\n5079 26.6469 : 95%|█████████▌| 5080/5335 [00:56<00:02, 101.42it/s]\n5079 26.6469 : 95%|█████████▌| 5093/5335 [00:56<00:02, 108.19it/s]\n5099 27.8850 : 95%|█████████▌| 5093/5335 [00:56<00:02, 108.19it/s]\n5099 27.8850 : 96%|█████████▌| 5106/5335 [00:56<00:02, 113.36it/s]\n5099 27.8850 : 96%|█████████▌| 5119/5335 [00:57<00:01, 117.02it/s]\n5119 26.5010 : 96%|█████████▌| 5119/5335 [00:57<00:01, 117.02it/s]\n5119 26.5010 : 96%|█████████▌| 5131/5335 [00:57<00:01, 116.87it/s]\n5139 24.4466 : 96%|█████████▌| 5131/5335 [00:57<00:01, 116.87it/s]\n5139 24.4466 : 96%|█████████▋| 5143/5335 [00:57<00:01, 112.66it/s]\n5139 24.4466 : 97%|█████████▋| 5155/5335 [00:57<00:01, 104.00it/s]\n5159 24.9924 : 97%|█████████▋| 5155/5335 [00:57<00:01, 104.00it/s]\n5159 24.9924 : 97%|█████████▋| 5166/5335 [00:57<00:01, 95.70it/s]\n5159 24.9924 : 97%|█████████▋| 5176/5335 [00:57<00:01, 89.05it/s]\n5179 25.8780 : 97%|█████████▋| 5176/5335 [00:57<00:01, 89.05it/s]\n5179 25.8780 : 97%|█████████▋| 5186/5335 [00:57<00:01, 88.96it/s]\n5179 25.8780 : 97%|█████████▋| 5198/5335 [00:57<00:01, 95.92it/s]\n5199 27.1582 : 97%|█████████▋| 5198/5335 [00:57<00:01, 95.92it/s]\n5199 27.1582 : 98%|█████████▊| 5211/5335 [00:58<00:01, 104.68it/s]\n5219 26.3454 : 98%|█████████▊| 5211/5335 [00:58<00:01, 104.68it/s]\n5219 26.3454 : 98%|█████████▊| 5225/5335 [00:58<00:00, 114.38it/s]\n5239 27.0302 : 98%|█████████▊| 5225/5335 [00:58<00:00, 114.38it/s]\n5239 27.0302 : 98%|█████████▊| 5240/5335 [00:58<00:00, 124.02it/s]\n5239 27.0302 : 99%|█████████▊| 5256/5335 [00:58<00:00, 131.86it/s]\n5259 26.0069 : 99%|█████████▊| 5256/5335 [00:58<00:00, 131.86it/s]\n5259 26.0069 : 99%|█████████▉| 5271/5335 [00:58<00:00, 136.82it/s]\n5279 24.9670 : 99%|█████████▉| 5271/5335 [00:58<00:00, 136.82it/s]\n5279 24.9670 : 99%|█████████▉| 5286/5335 [00:58<00:00, 138.57it/s]\n5299 25.1446 : 99%|█████████▉| 5286/5335 [00:58<00:00, 138.57it/s]\n5299 25.1446 : 99%|█████████▉| 5300/5335 [00:58<00:00, 135.27it/s]\n5299 25.1446 : 100%|█████████▉| 5314/5335 [00:58<00:00, 125.96it/s]\n5319 24.7315 : 100%|█████████▉| 5314/5335 [00:58<00:00, 125.96it/s]\n5319 24.7315 : 100%|█████████▉| 5327/5335 [00:58<00:00, 116.44it/s]\n5319 24.7315 : 100%|██████████| 5335/5335 [00:59<00:00, 90.42it/s]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 1\n epoch_size: 26671680\n batches_per_epoch: 5335\n batch_size: 5000\n optim_type: 'ray'\n\n 0%| | 0/5335 [00:00<?, ?it/s]\n 0%| | 3/5335 [00:00<03:01, 29.31it/s]\n 0%| | 6/5335 [00:00<03:13, 27.51it/s]\n 0%| | 11/5335 [00:00<02:26, 36.29it/s]\n 0%| | 16/5335 [00:00<02:11, 40.48it/s]\n5354 19.5023 : 0%| | 16/5335 [00:00<02:11, 40.48it/s]\n5354 19.5023 : 0%| | 21/5335 [00:00<02:03, 43.00it/s]\n5354 19.5023 : 1%| | 27/5335 [00:00<01:56, 45.72it/s]\n5354 19.5023 : 1%| | 33/5335 [00:00<01:51, 47.54it/s]\n5354 19.5023 : 1%| | 39/5335 [00:00<01:43, 51.03it/s]\n5374 22.0903 : 1%| | 39/5335 [00:00<01:43, 51.03it/s]\n5374 22.0903 : 1%| | 46/5335 [00:00<01:34, 56.08it/s]\n5374 22.0903 : 1%| | 54/5335 [00:01<01:25, 61.77it/s]\n5394 22.4892 : 1%| | 54/5335 [00:01<01:25, 61.77it/s]\n5394 22.4892 : 1%| | 62/5335 [00:01<01:20, 65.69it/s]\n5394 22.4892 : 1%|▏ | 70/5335 [00:01<01:15, 69.61it/s]\n5394 22.4892 : 1%|▏ | 78/5335 [00:01<01:12, 72.54it/s]\n5414 22.9025 : 1%|▏ | 78/5335 [00:01<01:12, 72.54it/s]\n5414 22.9025 : 2%|▏ | 86/5335 [00:01<01:10, 74.44it/s]\n5414 22.9025 : 2%|▏ | 94/5335 [00:01<01:09, 75.75it/s]\n5434 22.8703 : 2%|▏ | 94/5335 [00:01<01:09, 75.75it/s]\n5434 22.8703 : 2%|▏ | 102/5335 [00:01<01:08, 76.74it/s]\n5434 22.8703 : 2%|▏ | 110/5335 [00:01<01:07, 77.51it/s]\n5434 22.8703 : 2%|▏ | 118/5335 [00:01<01:08, 75.79it/s]\n5454 21.3938 : 2%|▏ | 118/5335 [00:01<01:08, 75.79it/s]\n5454 21.3938 : 2%|▏ | 126/5335 [00:02<01:12, 71.99it/s]\n5454 21.3938 : 3%|▎ | 134/5335 [00:02<01:17, 66.73it/s]\n5474 21.1332 : 3%|▎ | 134/5335 [00:02<01:17, 66.73it/s]\n5474 21.1332 : 3%|▎ | 141/5335 [00:02<01:23, 62.57it/s]\n5474 21.1332 : 3%|▎ | 148/5335 [00:02<01:26, 60.13it/s]\n5474 21.1332 : 3%|▎ | 155/5335 [00:02<01:25, 60.23it/s]\n5494 22.5178 : 3%|▎ | 155/5335 [00:02<01:25, 60.23it/s]\n5494 22.5178 : 3%|▎ | 162/5335 [00:02<01:25, 60.78it/s]\n5494 22.5178 : 3%|▎ | 169/5335 [00:02<01:25, 60.62it/s]\n5494 22.5178 : 3%|▎ | 176/5335 [00:02<01:23, 61.54it/s]\n5514 25.1447 : 3%|▎ | 176/5335 [00:02<01:23, 61.54it/s]\n5514 25.1447 : 3%|▎ | 183/5335 [00:02<01:21, 63.10it/s]\n5514 25.1447 : 4%|▎ | 191/5335 [00:03<01:18, 65.72it/s]\n5534 22.9705 : 4%|▎ | 191/5335 [00:03<01:18, 65.72it/s]\n5534 22.9705 : 4%|▎ | 200/5335 [00:03<01:12, 70.55it/s]\n5534 22.9705 : 4%|▍ | 210/5335 [00:03<01:05, 77.92it/s]\n5554 24.5429 : 4%|▍ | 210/5335 [00:03<01:05, 77.92it/s]\n5554 24.5429 : 4%|▍ | 220/5335 [00:03<01:01, 83.67it/s]\n5554 24.5429 : 4%|▍ | 230/5335 [00:03<00:57, 88.34it/s]\n5574 26.6956 : 4%|▍ | 230/5335 [00:03<00:57, 88.34it/s]\n5574 26.6956 : 4%|▍ | 240/5335 [00:03<00:56, 90.70it/s]\n5574 26.6956 : 5%|▍ | 250/5335 [00:03<00:54, 92.51it/s]\n5594 25.3195 : 5%|▍ | 250/5335 [00:03<00:54, 92.51it/s]\n5594 25.3195 : 5%|▍ | 260/5335 [00:03<00:53, 94.43it/s]\n5594 25.3195 : 5%|▌ | 270/5335 [00:03<00:54, 93.57it/s]\n5614 24.9697 : 5%|▌ | 270/5335 [00:04<00:54, 93.57it/s]\n5614 24.9697 : 5%|▌ | 280/5335 [00:04<00:57, 87.32it/s]\n5614 24.9697 : 5%|▌ | 289/5335 [00:04<01:01, 81.79it/s]\n5614 24.9697 : 6%|▌ | 298/5335 [00:04<01:05, 77.08it/s]\n5634 24.3199 : 6%|▌ | 298/5335 [00:04<01:05, 77.08it/s]\n5634 24.3199 : 6%|▌ | 306/5335 [00:04<01:08, 73.81it/s]\n5634 24.3199 : 6%|▌ | 314/5335 [00:04<01:14, 67.30it/s]\n5654 24.8458 : 6%|▌ | 314/5335 [00:04<01:14, 67.30it/s]\n5654 24.8458 : 6%|▌ | 321/5335 [00:04<01:18, 63.66it/s]\n5654 24.8458 : 6%|▌ | 328/5335 [00:04<01:20, 61.92it/s]\n5654 24.8458 : 6%|▋ | 335/5335 [00:04<01:21, 61.30it/s]\n5674 24.1731 : 6%|▋ | 335/5335 [00:05<01:21, 61.30it/s]\n5674 24.1731 : 6%|▋ | 342/5335 [00:05<01:20, 62.34it/s]\n5674 24.1731 : 7%|▋ | 350/5335 [00:05<01:14, 66.51it/s]\n5674 24.1731 : 7%|▋ | 359/5335 [00:05<01:08, 72.68it/s]\n5694 26.9016 : 7%|▋ | 359/5335 [00:05<01:08, 72.68it/s]\n5694 26.9016 : 7%|▋ | 369/5335 [00:05<01:03, 78.72it/s]\n5694 26.9016 : 7%|▋ | 379/5335 [00:05<00:59, 83.51it/s]\n5714 23.6530 : 7%|▋ | 379/5335 [00:05<00:59, 83.51it/s]\n5714 23.6530 : 7%|▋ | 389/5335 [00:05<00:57, 85.92it/s]\n5714 23.6530 : 7%|▋ | 399/5335 [00:05<00:56, 87.26it/s]\n5734 25.7087 : 7%|▋ | 399/5335 [00:05<00:56, 87.26it/s]\n5734 25.7087 : 8%|▊ | 409/5335 [00:05<00:55, 88.40it/s]\n5734 25.7087 : 8%|▊ | 418/5335 [00:05<00:55, 88.53it/s]\n5754 24.9475 : 8%|▊ | 418/5335 [00:05<00:55, 88.53it/s]\n5754 24.9475 : 8%|▊ | 427/5335 [00:06<00:57, 85.29it/s]\n5754 24.9475 : 8%|▊ | 436/5335 [00:06<01:01, 79.94it/s]\n5774 24.3232 : 8%|▊ | 436/5335 [00:06<01:01, 79.94it/s]\n5774 24.3232 : 8%|▊ | 445/5335 [00:06<01:05, 74.85it/s]\n5774 24.3232 : 8%|▊ | 453/5335 [00:06<01:08, 70.98it/s]\n5794 18.7562 : 8%|▊ | 453/5335 [00:06<01:08, 70.98it/s]\n5794 18.7562 : 9%|▊ | 461/5335 [00:06<01:14, 65.62it/s]\n5794 18.7562 : 9%|▉ | 468/5335 [00:06<01:24, 57.58it/s]\n5794 18.7562 : 9%|▉ | 474/5335 [00:06<01:31, 52.86it/s]\n5814 22.5769 : 9%|▉ | 474/5335 [00:07<01:31, 52.86it/s]\n5814 22.5769 : 9%|▉ | 480/5335 [00:07<01:36, 50.12it/s]\n5814 22.5769 : 9%|▉ | 486/5335 [00:07<01:37, 49.55it/s]\n5814 22.5769 : 9%|▉ | 492/5335 [00:07<01:38, 49.05it/s]\n5814 22.5769 : 9%|▉ | 498/5335 [00:07<01:35, 50.88it/s]\n5834 25.0249 : 9%|▉ | 498/5335 [00:07<01:35, 50.88it/s]\n5834 25.0249 : 9%|▉ | 505/5335 [00:07<01:28, 54.60it/s]\n5834 25.0249 : 10%|▉ | 513/5335 [00:07<01:21, 59.53it/s]\n5854 26.6589 : 10%|▉ | 513/5335 [00:07<01:21, 59.53it/s]\n5854 26.6589 : 10%|▉ | 521/5335 [00:07<01:15, 63.83it/s]\n5854 26.6589 : 10%|▉ | 529/5335 [00:07<01:11, 67.04it/s]\n5854 26.6589 : 10%|█ | 537/5335 [00:07<01:09, 68.99it/s]\n5874 25.4218 : 10%|█ | 537/5335 [00:07<01:09, 68.99it/s]\n5874 25.4218 : 10%|█ | 545/5335 [00:08<01:08, 69.59it/s]\n5874 25.4218 : 10%|█ | 553/5335 [00:08<01:07, 70.73it/s]\n5894 24.7634 : 10%|█ | 553/5335 [00:08<01:07, 70.73it/s]\n5894 24.7634 : 11%|█ | 561/5335 [00:08<01:06, 71.76it/s]\n5894 24.7634 : 11%|█ | 569/5335 [00:08<01:06, 71.35it/s]\n5894 24.7634 : 11%|█ | 577/5335 [00:08<01:09, 68.72it/s]\n5914 24.6983 : 11%|█ | 577/5335 [00:08<01:09, 68.72it/s]\n5914 24.6983 : 11%|█ | 584/5335 [00:08<01:12, 65.43it/s]\n5914 24.6983 : 11%|█ | 591/5335 [00:08<01:17, 61.03it/s]\n5914 24.6983 : 11%|█ | 598/5335 [00:08<01:21, 58.38it/s]\n5934 23.6204 : 11%|█ | 598/5335 [00:08<01:21, 58.38it/s]\n5934 23.6204 : 11%|█▏ | 604/5335 [00:08<01:24, 56.12it/s]\n5934 23.6204 : 11%|█▏ | 610/5335 [00:09<01:26, 54.82it/s]\n5934 23.6204 : 12%|█▏ | 616/5335 [00:09<01:29, 52.56it/s]\n5954 24.0384 : 12%|█▏ | 616/5335 [00:09<01:29, 52.56it/s]\n5954 24.0384 : 12%|█▏ | 622/5335 [00:09<01:31, 51.28it/s]\n5954 24.0384 : 12%|█▏ | 628/5335 [00:09<01:31, 51.46it/s]\n5954 24.0384 : 12%|█▏ | 634/5335 [00:09<01:31, 51.21it/s]\n5974 26.3691 : 12%|█▏ | 634/5335 [00:09<01:31, 51.21it/s]\n5974 26.3691 : 12%|█▏ | 640/5335 [00:09<01:31, 51.33it/s]\n5974 26.3691 : 12%|█▏ | 647/5335 [00:09<01:24, 55.31it/s]\n5974 26.3691 : 12%|█▏ | 654/5335 [00:09<01:19, 59.22it/s]\n5994 26.1644 : 12%|█▏ | 654/5335 [00:09<01:19, 59.22it/s]\n5994 26.1644 : 12%|█▏ | 662/5335 [00:10<01:12, 64.51it/s]\n5994 26.1644 : 13%|█▎ | 671/5335 [00:10<01:06, 69.77it/s]\n6014 25.1927 : 13%|█▎ | 671/5335 [00:10<01:06, 69.77it/s]\n6014 25.1927 : 13%|█▎ | 680/5335 [00:10<01:03, 72.86it/s]\n6014 25.1927 : 13%|█▎ | 689/5335 [00:10<01:01, 75.41it/s]\n6014 25.1927 : 13%|█▎ | 698/5335 [00:10<01:00, 77.08it/s]\n6034 26.0098 : 13%|█▎ | 698/5335 [00:10<01:00, 77.08it/s]\n6034 26.0098 : 13%|█▎ | 706/5335 [00:10<00:59, 77.60it/s]\n6034 26.0098 : 13%|█▎ | 714/5335 [00:10<00:59, 78.21it/s]\n6054 24.1608 : 13%|█▎ | 714/5335 [00:10<00:59, 78.21it/s]\n6054 24.1608 : 14%|█▎ | 722/5335 [00:10<00:59, 77.25it/s]\n6054 24.1608 : 14%|█▎ | 730/5335 [00:10<01:01, 74.69it/s]\n6054 24.1608 : 14%|█▍ | 738/5335 [00:11<01:05, 70.41it/s]\n6074 25.3971 : 14%|█▍ | 738/5335 [00:11<01:05, 70.41it/s]\n6074 25.3971 : 14%|█▍ | 746/5335 [00:11<01:10, 64.95it/s]\n6074 25.3971 : 14%|█▍ | 753/5335 [00:11<01:15, 60.92it/s]\n6094 24.3553 : 14%|█▍ | 753/5335 [00:11<01:15, 60.92it/s]\n6094 24.3553 : 14%|█▍ | 760/5335 [00:11<01:18, 58.45it/s]\n6094 24.3553 : 14%|█▍ | 767/5335 [00:11<01:17, 58.85it/s]\n6094 24.3553 : 15%|█▍ | 774/5335 [00:11<01:16, 59.87it/s]\n6114 25.6685 : 15%|█▍ | 774/5335 [00:11<01:16, 59.87it/s]\n6114 25.6685 : 15%|█▍ | 781/5335 [00:11<01:14, 61.45it/s]\n6114 25.6685 : 15%|█▍ | 788/5335 [00:11<01:12, 62.92it/s]\n6114 25.6685 : 15%|█▍ | 796/5335 [00:11<01:08, 66.75it/s]\n6134 26.6438 : 15%|█▍ | 796/5335 [00:12<01:08, 66.75it/s]\n6134 26.6438 : 15%|█▌ | 805/5335 [00:12<01:02, 72.53it/s]\n6134 26.6438 : 15%|█▌ | 815/5335 [00:12<00:56, 79.86it/s]\n6154 26.9284 : 15%|█▌ | 815/5335 [00:12<00:56, 79.86it/s]\n6154 26.9284 : 15%|█▌ | 826/5335 [00:12<00:52, 86.60it/s]\n6154 26.9284 : 16%|█▌ | 837/5335 [00:12<00:49, 90.88it/s]\n6174 27.0350 : 16%|█▌ | 837/5335 [00:12<00:49, 90.88it/s]\n6174 27.0350 : 16%|█▌ | 847/5335 [00:12<00:48, 93.09it/s]\n6174 27.0350 : 16%|█▌ | 857/5335 [00:12<00:47, 93.66it/s]\n6194 25.7733 : 16%|█▌ | 857/5335 [00:12<00:47, 93.66it/s]\n6194 25.7733 : 16%|█▋ | 867/5335 [00:12<00:46, 95.45it/s]\n6194 25.7733 : 16%|█▋ | 877/5335 [00:12<00:46, 95.30it/s]\n6214 26.7330 : 16%|█▋ | 877/5335 [00:12<00:46, 95.30it/s]\n6214 26.7330 : 17%|█▋ | 887/5335 [00:12<00:49, 90.25it/s]\n6214 26.7330 : 17%|█▋ | 897/5335 [00:13<00:53, 82.90it/s]\n6234 25.4704 : 17%|█▋ | 897/5335 [00:13<00:53, 82.90it/s]\n6234 25.4704 : 17%|█▋ | 906/5335 [00:13<00:57, 77.10it/s]\n6234 25.4704 : 17%|█▋ | 914/5335 [00:13<01:00, 73.61it/s]\n6254 26.7407 : 17%|█▋ | 914/5335 [00:13<01:00, 73.61it/s]\n6254 26.7407 : 17%|█▋ | 923/5335 [00:13<00:57, 77.21it/s]\n6254 26.7407 : 17%|█▋ | 933/5335 [00:13<00:53, 82.12it/s]\n6274 26.9956 : 17%|█▋ | 933/5335 [00:13<00:53, 82.12it/s]\n6274 26.9956 : 18%|█▊ | 944/5335 [00:13<00:50, 87.66it/s]\n6274 26.9956 : 18%|█▊ | 956/5335 [00:13<00:45, 96.12it/s]\n6294 26.0798 : 18%|█▊ | 956/5335 [00:13<00:45, 96.12it/s]\n6294 26.0798 : 18%|█▊ | 970/5335 [00:13<00:40, 106.82it/s]\n6314 26.7336 : 18%|█▊ | 970/5335 [00:13<00:40, 106.82it/s]\n6314 26.7336 : 18%|█▊ | 984/5335 [00:13<00:37, 114.65it/s]\n6314 26.7336 : 19%|█▊ | 998/5335 [00:14<00:36, 120.31it/s]\n6334 26.9454 : 19%|█▊ | 998/5335 [00:14<00:36, 120.31it/s]\n6334 26.9454 : 19%|█▉ | 1011/5335 [00:14<00:35, 122.59it/s]\n6354 26.1415 : 19%|█▉ | 1011/5335 [00:14<00:35, 122.59it/s]\n6354 26.1415 : 19%|█▉ | 1024/5335 [00:14<00:34, 123.92it/s]\n6354 26.1415 : 19%|█▉ | 1037/5335 [00:14<00:35, 120.88it/s]\n6374 25.6320 : 19%|█▉ | 1037/5335 [00:14<00:35, 120.88it/s]\n6374 25.6320 : 20%|█▉ | 1050/5335 [00:14<00:38, 111.33it/s]\n6394 25.5065 : 20%|█▉ | 1050/5335 [00:14<00:38, 111.33it/s]\n6394 25.5065 : 20%|█▉ | 1062/5335 [00:14<00:41, 103.20it/s]\n6394 25.5065 : 20%|██ | 1073/5335 [00:14<00:46, 92.50it/s]\n6414 23.6373 : 20%|██ | 1073/5335 [00:14<00:46, 92.50it/s]\n6414 23.6373 : 20%|██ | 1083/5335 [00:14<00:50, 83.75it/s]\n6414 23.6373 : 20%|██ | 1092/5335 [00:15<00:53, 79.87it/s]\n6434 24.3917 : 20%|██ | 1092/5335 [00:15<00:53, 79.87it/s]\n6434 24.3917 : 21%|██ | 1101/5335 [00:15<00:53, 79.43it/s]\n6434 24.3917 : 21%|██ | 1110/5335 [00:15<00:51, 81.73it/s]\n6454 26.5932 : 21%|██ | 1110/5335 [00:15<00:51, 81.73it/s]\n6454 26.5932 : 21%|██ | 1120/5335 [00:15<00:48, 86.27it/s]\n6454 26.5932 : 21%|██ | 1131/5335 [00:15<00:46, 90.39it/s]\n6474 25.4306 : 21%|██ | 1131/5335 [00:15<00:46, 90.39it/s]\n6474 25.4306 : 21%|██▏ | 1141/5335 [00:15<00:45, 92.95it/s]\n6474 25.4306 : 22%|██▏ | 1151/5335 [00:15<00:44, 94.42it/s]\n6494 25.9516 : 22%|██▏ | 1151/5335 [00:15<00:44, 94.42it/s]\n6494 25.9516 : 22%|██▏ | 1161/5335 [00:15<00:43, 95.10it/s]\n6494 25.9516 : 22%|██▏ | 1172/5335 [00:15<00:43, 96.81it/s]\n6514 23.9062 : 22%|██▏ | 1172/5335 [00:16<00:43, 96.81it/s]\n6514 23.9062 : 22%|██▏ | 1182/5335 [00:16<00:43, 96.13it/s]\n6514 23.9062 : 22%|██▏ | 1192/5335 [00:16<00:45, 91.65it/s]\n6534 24.2617 : 22%|██▏ | 1192/5335 [00:16<00:45, 91.65it/s]\n6534 24.2617 : 23%|██▎ | 1202/5335 [00:16<00:49, 84.23it/s]\n6534 24.2617 : 23%|██▎ | 1211/5335 [00:16<00:52, 78.34it/s]\n6534 24.2617 : 23%|██▎ | 1219/5335 [00:16<00:54, 75.12it/s]\n6554 20.3642 : 23%|██▎ | 1219/5335 [00:16<00:54, 75.12it/s]\n6554 20.3642 : 23%|██▎ | 1227/5335 [00:16<01:03, 64.92it/s]\n6554 20.3642 : 23%|██▎ | 1234/5335 [00:16<01:09, 59.08it/s]\n6574 24.9283 : 23%|██▎ | 1234/5335 [00:16<01:09, 59.08it/s]\n6574 24.9283 : 23%|██▎ | 1241/5335 [00:17<01:12, 56.27it/s]\n6574 24.9283 : 23%|██▎ | 1247/5335 [00:17<01:14, 54.54it/s]\n6574 24.9283 : 23%|██▎ | 1253/5335 [00:17<01:14, 55.16it/s]\n6594 25.4745 : 23%|██▎ | 1253/5335 [00:17<01:14, 55.16it/s]\n6594 25.4745 : 24%|██▎ | 1260/5335 [00:17<01:10, 57.45it/s]\n6594 25.4745 : 24%|██▎ | 1267/5335 [00:17<01:07, 60.70it/s]\n6594 25.4745 : 24%|██▍ | 1275/5335 [00:17<01:02, 64.66it/s]\n6614 26.1896 : 24%|██▍ | 1275/5335 [00:17<01:02, 64.66it/s]\n6614 26.1896 : 24%|██▍ | 1283/5335 [00:17<00:59, 67.84it/s]\n6614 26.1896 : 24%|██▍ | 1291/5335 [00:17<00:57, 70.43it/s]\n6614 26.1896 : 24%|██▍ | 1299/5335 [00:17<00:56, 71.44it/s]\n6634 25.8016 : 24%|██▍ | 1299/5335 [00:17<00:56, 71.44it/s]\n6634 25.8016 : 24%|██▍ | 1307/5335 [00:17<00:55, 72.17it/s]\n6634 25.8016 : 25%|██▍ | 1315/5335 [00:18<00:54, 73.16it/s]\n6654 24.7436 : 25%|██▍ | 1315/5335 [00:18<00:54, 73.16it/s]\n6654 24.7436 : 25%|██▍ | 1323/5335 [00:18<00:54, 74.12it/s]\n6654 24.7436 : 25%|██▍ | 1331/5335 [00:18<00:54, 73.52it/s]\n6654 24.7436 : 25%|██▌ | 1339/5335 [00:18<00:55, 72.08it/s]\n6674 26.8983 : 25%|██▌ | 1339/5335 [00:18<00:55, 72.08it/s]\n6674 26.8983 : 25%|██▌ | 1347/5335 [00:18<00:59, 67.24it/s]\n6674 26.8983 : 25%|██▌ | 1354/5335 [00:18<01:03, 62.44it/s]\n6694 23.8038 : 25%|██▌ | 1354/5335 [00:18<01:03, 62.44it/s]\n6694 23.8038 : 26%|██▌ | 1361/5335 [00:18<01:09, 57.45it/s]\n6694 23.8038 : 26%|██▌ | 1367/5335 [00:18<01:11, 55.33it/s]\n6694 23.8038 : 26%|██▌ | 1373/5335 [00:19<01:13, 53.83it/s]\n6694 23.8038 : 26%|██▌ | 1379/5335 [00:19<01:13, 53.70it/s]\n6714 22.8649 : 26%|██▌ | 1379/5335 [00:19<01:13, 53.70it/s]\n6714 22.8649 : 26%|██▌ | 1385/5335 [00:19<01:12, 54.59it/s]\n6714 22.8649 : 26%|██▌ | 1391/5335 [00:19<01:11, 55.45it/s]\n6714 22.8649 : 26%|██▌ | 1398/5335 [00:19<01:08, 57.12it/s]\n6734 25.1766 : 26%|██▌ | 1398/5335 [00:19<01:08, 57.12it/s]\n6734 25.1766 : 26%|██▋ | 1405/5335 [00:19<01:04, 60.47it/s]\n6734 25.1766 : 26%|██▋ | 1413/5335 [00:19<01:01, 63.94it/s]\n6754 25.1503 : 26%|██▋ | 1413/5335 [00:19<01:01, 63.94it/s]\n6754 25.1503 : 27%|██▋ | 1422/5335 [00:19<00:56, 68.98it/s]\n6754 25.1503 : 27%|██▋ | 1431/5335 [00:19<00:53, 72.89it/s]\n6754 25.1503 : 27%|██▋ | 1439/5335 [00:20<00:52, 74.67it/s]\n6774 23.9519 : 27%|██▋ | 1439/5335 [00:20<00:52, 74.67it/s]\n6774 23.9519 : 27%|██▋ | 1448/5335 [00:20<00:50, 77.23it/s]\n6774 23.9519 : 27%|██▋ | 1457/5335 [00:20<00:49, 78.48it/s]\n6794 24.9992 : 27%|██▋ | 1457/5335 [00:20<00:49, 78.48it/s]\n6794 24.9992 : 27%|██▋ | 1466/5335 [00:20<00:48, 79.04it/s]\n6794 24.9992 : 28%|██▊ | 1475/5335 [00:20<00:48, 79.74it/s]\n6814 24.2613 : 28%|██▊ | 1475/5335 [00:20<00:48, 79.74it/s]\n6814 24.2613 : 28%|██▊ | 1483/5335 [00:20<00:48, 78.91it/s]\n6814 24.2613 : 28%|██▊ | 1491/5335 [00:20<00:49, 77.61it/s]\n6814 24.2613 : 28%|██▊ | 1499/5335 [00:20<00:53, 72.29it/s]\n6834 25.0018 : 28%|██▊ | 1499/5335 [00:20<00:53, 72.29it/s]\n6834 25.0018 : 28%|██▊ | 1507/5335 [00:20<00:57, 66.02it/s]\n6834 25.0018 : 28%|██▊ | 1514/5335 [00:21<01:02, 60.98it/s]\n6854 23.0354 : 28%|██▊ | 1514/5335 [00:21<01:02, 60.98it/s]\n6854 23.0354 : 29%|██▊ | 1521/5335 [00:21<01:05, 58.52it/s]\n6854 23.0354 : 29%|██▊ | 1528/5335 [00:21<01:02, 60.62it/s]\n6854 23.0354 : 29%|██▉ | 1536/5335 [00:21<00:57, 65.54it/s]\n6874 26.4082 : 29%|██▉ | 1536/5335 [00:21<00:57, 65.54it/s]\n6874 26.4082 : 29%|██▉ | 1544/5335 [00:21<00:54, 69.08it/s]\n6874 26.4082 : 29%|██▉ | 1553/5335 [00:21<00:50, 74.54it/s]\n6894 24.9898 : 29%|██▉ | 1553/5335 [00:21<00:50, 74.54it/s]\n6894 24.9898 : 29%|██▉ | 1563/5335 [00:21<00:46, 80.88it/s]\n6894 24.9898 : 30%|██▉ | 1574/5335 [00:21<00:42, 88.31it/s]\n6914 26.7904 : 30%|██▉ | 1574/5335 [00:21<00:42, 88.31it/s]\n6914 26.7904 : 30%|██▉ | 1585/5335 [00:21<00:39, 94.44it/s]\n6914 26.7904 : 30%|██▉ | 1596/5335 [00:22<00:38, 98.17it/s]\n6934 26.8398 : 30%|██▉ | 1596/5335 [00:22<00:38, 98.17it/s]\n6934 26.8398 : 30%|███ | 1607/5335 [00:22<00:36, 101.17it/s]\n6934 26.8398 : 30%|███ | 1618/5335 [00:22<00:36, 102.49it/s]\n6954 26.6318 : 30%|███ | 1618/5335 [00:22<00:36, 102.49it/s]\n6954 26.6318 : 31%|███ | 1629/5335 [00:22<00:35, 103.25it/s]\n6974 25.2301 : 31%|███ | 1629/5335 [00:22<00:35, 103.25it/s]\n6974 25.2301 : 31%|███ | 1640/5335 [00:22<00:36, 101.87it/s]\n6974 25.2301 : 31%|███ | 1651/5335 [00:22<00:38, 96.40it/s]\n6994 25.7352 : 31%|███ | 1651/5335 [00:22<00:38, 96.40it/s]\n6994 25.7352 : 31%|███ | 1661/5335 [00:22<00:41, 88.00it/s]\n6994 25.7352 : 31%|███▏ | 1670/5335 [00:22<00:44, 82.64it/s]\n6994 25.7352 : 31%|███▏ | 1679/5335 [00:23<00:44, 82.05it/s]\n7014 24.9767 : 31%|███▏ | 1679/5335 [00:23<00:44, 82.05it/s]\n7014 24.9767 : 32%|███▏ | 1691/5335 [00:23<00:39, 91.73it/s]\n7034 26.5991 : 32%|███▏ | 1691/5335 [00:23<00:39, 91.73it/s]\n7034 26.5991 : 32%|███▏ | 1704/5335 [00:23<00:35, 101.11it/s]\n7034 26.5991 : 32%|███▏ | 1719/5335 [00:23<00:31, 113.27it/s]\n7054 26.0191 : 32%|███▏ | 1719/5335 [00:23<00:31, 113.27it/s]\n7054 26.0191 : 33%|███▎ | 1735/5335 [00:23<00:28, 126.25it/s]\n7074 26.9702 : 33%|███▎ | 1735/5335 [00:23<00:28, 126.25it/s]\n7074 26.9702 : 33%|███▎ | 1751/5335 [00:23<00:26, 134.95it/s]\n7094 27.3894 : 33%|███▎ | 1751/5335 [00:23<00:26, 134.95it/s]\n7094 27.3894 : 33%|███▎ | 1767/5335 [00:23<00:25, 141.28it/s]\n7114 26.1992 : 33%|███▎ | 1767/5335 [00:23<00:25, 141.28it/s]\n7114 26.1992 : 33%|███▎ | 1782/5335 [00:23<00:24, 142.88it/s]\n7114 26.1992 : 34%|███▎ | 1797/5335 [00:23<00:24, 142.16it/s]\n7134 25.1160 : 34%|███▎ | 1797/5335 [00:23<00:24, 142.16it/s]\n7134 25.1160 : 34%|███▍ | 1812/5335 [00:23<00:26, 132.50it/s]\n7154 24.8467 : 34%|███▍ | 1812/5335 [00:24<00:26, 132.50it/s]\n7154 24.8467 : 34%|███▍ | 1826/5335 [00:24<00:28, 122.03it/s]\n7174 27.3909 : 34%|███▍ | 1826/5335 [00:24<00:28, 122.03it/s]\n7174 27.3909 : 34%|███▍ | 1840/5335 [00:24<00:27, 125.43it/s]\n7174 27.3909 : 35%|███▍ | 1856/5335 [00:24<00:26, 133.30it/s]\n7194 23.0336 : 35%|███▍ | 1856/5335 [00:24<00:26, 133.30it/s]\n7194 23.0336 : 35%|███▌ | 1874/5335 [00:24<00:23, 145.93it/s]\n7214 25.9709 : 35%|███▌ | 1874/5335 [00:24<00:23, 145.93it/s]\n7214 25.9709 : 36%|███▌ | 1894/5335 [00:24<00:21, 158.91it/s]\n7234 27.0351 : 36%|███▌ | 1894/5335 [00:24<00:21, 158.91it/s]\n7234 27.0351 : 36%|███▌ | 1914/5335 [00:24<00:20, 169.59it/s]\n7254 26.9214 : 36%|███▌ | 1914/5335 [00:24<00:20, 169.59it/s]\n7254 26.9214 : 36%|███▌ | 1933/5335 [00:24<00:19, 174.99it/s]\n7274 24.6408 : 36%|███▌ | 1933/5335 [00:24<00:19, 174.99it/s]\n7274 24.6408 : 37%|███▋ | 1951/5335 [00:24<00:19, 174.70it/s]\n7294 25.5454 : 37%|███▋ | 1951/5335 [00:24<00:19, 174.70it/s]\n7294 25.5454 : 37%|███▋ | 1969/5335 [00:24<00:20, 163.77it/s]\n7314 25.0142 : 37%|███▋ | 1969/5335 [00:25<00:20, 163.77it/s]\n7314 25.0142 : 37%|███▋ | 1986/5335 [00:25<00:22, 148.20it/s]\n7334 28.6990 : 37%|███▋ | 1986/5335 [00:25<00:22, 148.20it/s]\n7334 28.6990 : 38%|███▊ | 2002/5335 [00:25<00:25, 128.81it/s]\n7334 28.6990 : 38%|███▊ | 2016/5335 [00:25<00:27, 122.63it/s]\n7354 25.2856 : 38%|███▊ | 2016/5335 [00:25<00:27, 122.63it/s]\n7354 25.2856 : 38%|███▊ | 2029/5335 [00:25<00:26, 122.59it/s]\n7374 26.6869 : 38%|███▊ | 2029/5335 [00:25<00:26, 122.59it/s]\n7374 26.6869 : 38%|███▊ | 2043/5335 [00:25<00:26, 124.48it/s]\n7374 26.6869 : 39%|███▊ | 2057/5335 [00:25<00:25, 126.31it/s]\n7394 25.4542 : 39%|███▊ | 2057/5335 [00:25<00:25, 126.31it/s]\n7394 25.4542 : 39%|███▉ | 2071/5335 [00:25<00:25, 127.49it/s]\n7414 24.4038 : 39%|███▉ | 2071/5335 [00:25<00:25, 127.49it/s]\n7414 24.4038 : 39%|███▉ | 2084/5335 [00:25<00:25, 126.93it/s]\n7414 24.4038 : 39%|███▉ | 2097/5335 [00:26<00:26, 123.41it/s]\n7434 24.6924 : 39%|███▉ | 2097/5335 [00:26<00:26, 123.41it/s]\n7434 24.6924 : 40%|███▉ | 2110/5335 [00:26<00:27, 115.23it/s]\n7454 24.8317 : 40%|███▉ | 2110/5335 [00:26<00:27, 115.23it/s]\n7454 24.8317 : 40%|███▉ | 2122/5335 [00:26<00:30, 104.70it/s]\n7454 24.8317 : 40%|███▉ | 2133/5335 [00:26<00:32, 98.91it/s]\n7474 23.4711 : 40%|███▉ | 2133/5335 [00:26<00:32, 98.91it/s]\n7474 23.4711 : 40%|████ | 2144/5335 [00:26<00:37, 84.55it/s]\n7474 23.4711 : 40%|████ | 2153/5335 [00:26<00:41, 76.13it/s]\n7494 23.5423 : 40%|████ | 2153/5335 [00:26<00:41, 76.13it/s]\n7494 23.5423 : 41%|████ | 2161/5335 [00:26<00:43, 72.95it/s]\n7494 23.5423 : 41%|████ | 2169/5335 [00:27<00:44, 71.79it/s]\n7494 23.5423 : 41%|████ | 2177/5335 [00:27<00:43, 72.29it/s]\n7514 25.5811 : 41%|████ | 2177/5335 [00:27<00:43, 72.29it/s]\n7514 25.5811 : 41%|████ | 2185/5335 [00:27<00:43, 73.18it/s]\n7514 25.5811 : 41%|████ | 2193/5335 [00:27<00:42, 73.66it/s]\n7534 23.2930 : 41%|████ | 2193/5335 [00:27<00:42, 73.66it/s]\n7534 23.2930 : 41%|████▏ | 2201/5335 [00:27<00:42, 73.86it/s]\n7534 23.2930 : 41%|████▏ | 2209/5335 [00:27<00:41, 74.75it/s]\n7534 23.2930 : 42%|████▏ | 2217/5335 [00:27<00:41, 75.49it/s]\n7554 24.6151 : 42%|████▏ | 2217/5335 [00:27<00:41, 75.49it/s]\n7554 24.6151 : 42%|████▏ | 2225/5335 [00:27<00:41, 75.43it/s]\n7554 24.6151 : 42%|████▏ | 2233/5335 [00:27<00:42, 73.41it/s]\n7574 23.2192 : 42%|████▏ | 2233/5335 [00:27<00:42, 73.41it/s]\n7574 23.2192 : 42%|████▏ | 2241/5335 [00:27<00:44, 69.60it/s]\n7574 23.2192 : 42%|████▏ | 2249/5335 [00:28<00:47, 64.46it/s]\n7574 23.2192 : 42%|████▏ | 2256/5335 [00:28<00:52, 58.95it/s]\n7594 23.6723 : 42%|████▏ | 2256/5335 [00:28<00:52, 58.95it/s]\n7594 23.6723 : 42%|████▏ | 2263/5335 [00:28<00:55, 54.91it/s]\n7594 23.6723 : 43%|████▎ | 2269/5335 [00:28<00:59, 51.31it/s]\n7594 23.6723 : 43%|████▎ | 2275/5335 [00:28<01:02, 48.81it/s]\n7614 24.6972 : 43%|████▎ | 2275/5335 [00:28<01:02, 48.81it/s]\n7614 24.6972 : 43%|████▎ | 2280/5335 [00:28<01:02, 48.79it/s]\n7614 24.6972 : 43%|████▎ | 2285/5335 [00:28<01:02, 48.93it/s]\n7614 24.6972 : 43%|████▎ | 2292/5335 [00:29<00:56, 53.70it/s]\n7614 24.6972 : 43%|████▎ | 2299/5335 [00:29<00:53, 57.27it/s]\n7634 26.2391 : 43%|████▎ | 2299/5335 [00:29<00:53, 57.27it/s]\n7634 26.2391 : 43%|████▎ | 2306/5335 [00:29<00:49, 60.68it/s]\n7634 26.2391 : 43%|████▎ | 2314/5335 [00:29<00:45, 65.88it/s]\n7654 26.0319 : 43%|████▎ | 2314/5335 [00:29<00:45, 65.88it/s]\n7654 26.0319 : 44%|████▎ | 2323/5335 [00:29<00:42, 70.89it/s]\n7654 26.0319 : 44%|████▎ | 2332/5335 [00:29<00:39, 76.23it/s]\n7674 27.1861 : 44%|████▎ | 2332/5335 [00:29<00:39, 76.23it/s]\n7674 27.1861 : 44%|████▍ | 2341/5335 [00:29<00:37, 79.71it/s]\n7674 27.1861 : 44%|████▍ | 2350/5335 [00:29<00:36, 82.29it/s]\n7674 27.1861 : 44%|████▍ | 2359/5335 [00:29<00:35, 84.49it/s]\n7694 25.8820 : 44%|████▍ | 2359/5335 [00:29<00:35, 84.49it/s]\n7694 25.8820 : 44%|████▍ | 2368/5335 [00:29<00:34, 86.10it/s]\n7694 25.8820 : 45%|████▍ | 2377/5335 [00:30<00:34, 86.79it/s]\n7714 25.1883 : 45%|████▍ | 2377/5335 [00:30<00:34, 86.79it/s]\n7714 25.1883 : 45%|████▍ | 2386/5335 [00:30<00:34, 84.65it/s]\n7714 25.1883 : 45%|████▍ | 2395/5335 [00:30<00:36, 79.79it/s]\n7734 24.1974 : 45%|████▍ | 2395/5335 [00:30<00:36, 79.79it/s]\n7734 24.1974 : 45%|████▌ | 2404/5335 [00:30<00:40, 72.83it/s]\n7734 24.1974 : 45%|████▌ | 2412/5335 [00:30<00:44, 66.20it/s]\n7734 24.1974 : 45%|████▌ | 2419/5335 [00:30<00:48, 60.57it/s]\n7754 25.1128 : 45%|████▌ | 2419/5335 [00:30<00:48, 60.57it/s]\n7754 25.1128 : 45%|████▌ | 2426/5335 [00:30<00:51, 56.77it/s]\n7754 25.1128 : 46%|████▌ | 2432/5335 [00:30<00:52, 55.62it/s]\n7754 25.1128 : 46%|████▌ | 2438/5335 [00:31<00:52, 54.91it/s]\n7774 22.0721 : 46%|████▌ | 2438/5335 [00:31<00:52, 54.91it/s]\n7774 22.0721 : 46%|████▌ | 2447/5335 [00:31<00:46, 62.40it/s]\n7774 22.0721 : 46%|████▌ | 2456/5335 [00:31<00:42, 68.21it/s]\n7794 27.6061 : 46%|████▌ | 2456/5335 [00:31<00:42, 68.21it/s]\n7794 27.6061 : 46%|████▌ | 2466/5335 [00:31<00:38, 75.18it/s]\n7794 27.6061 : 46%|████▋ | 2477/5335 [00:31<00:34, 82.63it/s]\n7814 23.6031 : 46%|████▋ | 2477/5335 [00:31<00:34, 82.63it/s]\n7814 23.6031 : 47%|████▋ | 2488/5335 [00:31<00:31, 89.33it/s]\n7814 23.6031 : 47%|████▋ | 2499/5335 [00:31<00:30, 93.79it/s]\n7834 26.5598 : 47%|████▋ | 2499/5335 [00:31<00:30, 93.79it/s]\n7834 26.5598 : 47%|████▋ | 2510/5335 [00:31<00:28, 97.85it/s]\n7854 26.1783 : 47%|████▋ | 2510/5335 [00:31<00:28, 97.85it/s]\n7854 26.1783 : 47%|████▋ | 2521/5335 [00:31<00:27, 100.96it/s]\n7854 26.1783 : 47%|████▋ | 2532/5335 [00:32<00:27, 102.32it/s]\n7874 24.5661 : 47%|████▋ | 2532/5335 [00:32<00:27, 102.32it/s]\n7874 24.5661 : 48%|████▊ | 2543/5335 [00:32<00:28, 99.69it/s]\n7874 24.5661 : 48%|████▊ | 2554/5335 [00:32<00:30, 92.62it/s]\n7894 24.6556 : 48%|████▊ | 2554/5335 [00:32<00:30, 92.62it/s]\n7894 24.6556 : 48%|████▊ | 2564/5335 [00:32<00:32, 84.01it/s]\n7894 24.6556 : 48%|████▊ | 2573/5335 [00:32<00:35, 76.83it/s]\n7914 24.3072 : 48%|████▊ | 2573/5335 [00:32<00:35, 76.83it/s]\n7914 24.3072 : 48%|████▊ | 2581/5335 [00:32<00:38, 71.12it/s]\n7914 24.3072 : 49%|████▊ | 2589/5335 [00:32<00:39, 68.94it/s]\n7914 24.3072 : 49%|████▊ | 2598/5335 [00:32<00:36, 74.09it/s]\n7934 27.1156 : 49%|████▊ | 2598/5335 [00:32<00:36, 74.09it/s]\n7934 27.1156 : 49%|████▉ | 2608/5335 [00:33<00:33, 80.77it/s]\n7934 27.1156 : 49%|████▉ | 2619/5335 [00:33<00:30, 87.90it/s]\n7954 24.7141 : 49%|████▉ | 2619/5335 [00:33<00:30, 87.90it/s]\n7954 24.7141 : 49%|████▉ | 2631/5335 [00:33<00:28, 95.86it/s]\n7974 26.4550 : 49%|████▉ | 2631/5335 [00:33<00:28, 95.86it/s]\n7974 26.4550 : 50%|████▉ | 2644/5335 [00:33<00:25, 103.93it/s]\n7974 26.4550 : 50%|████▉ | 2657/5335 [00:33<00:24, 109.84it/s]\n7994 26.6438 : 50%|████▉ | 2657/5335 [00:33<00:24, 109.84it/s]\n7994 26.6438 : 50%|█████ | 2670/5335 [00:33<00:23, 113.92it/s]\n8014 26.9847 : 50%|█████ | 2670/5335 [00:33<00:23, 113.92it/s]\n8014 26.9847 : 50%|█████ | 2683/5335 [00:33<00:22, 116.78it/s]\n8014 26.9847 : 51%|█████ | 2695/5335 [00:33<00:23, 114.46it/s]\n8034 24.3113 : 51%|█████ | 2695/5335 [00:33<00:23, 114.46it/s]\n8034 24.3113 : 51%|█████ | 2707/5335 [00:33<00:24, 107.98it/s]\n8034 24.3113 : 51%|█████ | 2718/5335 [00:34<00:26, 98.59it/s]\n8054 25.4429 : 51%|█████ | 2718/5335 [00:34<00:26, 98.59it/s]\n8054 25.4429 : 51%|█████ | 2729/5335 [00:34<00:29, 88.58it/s]\n8054 25.4429 : 51%|█████▏ | 2739/5335 [00:34<00:31, 82.71it/s]\n8074 24.8999 : 51%|█████▏ | 2739/5335 [00:34<00:31, 82.71it/s]\n8074 24.8999 : 52%|█████▏ | 2748/5335 [00:34<00:31, 83.38it/s]\n8074 24.8999 : 52%|█████▏ | 2757/5335 [00:34<00:30, 84.57it/s]\n8094 26.0876 : 52%|█████▏ | 2757/5335 [00:34<00:30, 84.57it/s]\n8094 26.0876 : 52%|█████▏ | 2767/5335 [00:34<00:29, 86.75it/s]\n8094 26.0876 : 52%|█████▏ | 2778/5335 [00:34<00:27, 91.70it/s]\n8114 25.4248 : 52%|█████▏ | 2778/5335 [00:34<00:27, 91.70it/s]\n8114 25.4248 : 52%|█████▏ | 2789/5335 [00:34<00:26, 96.14it/s]\n8134 25.9827 : 52%|█████▏ | 2789/5335 [00:34<00:26, 96.14it/s]\n8134 25.9827 : 53%|█████▎ | 2801/5335 [00:34<00:25, 101.05it/s]\n8134 25.9827 : 53%|█████▎ | 2813/5335 [00:35<00:24, 104.31it/s]\n8154 26.2967 : 53%|█████▎ | 2813/5335 [00:35<00:24, 104.31it/s]\n8154 26.2967 : 53%|█████▎ | 2825/5335 [00:35<00:23, 106.78it/s]\n8154 26.2967 : 53%|█████▎ | 2836/5335 [00:35<00:23, 107.43it/s]\n8174 23.8721 : 53%|█████▎ | 2836/5335 [00:35<00:23, 107.43it/s]\n8174 23.8721 : 53%|█████▎ | 2847/5335 [00:35<00:23, 106.18it/s]\n8174 23.8721 : 54%|█████▎ | 2858/5335 [00:35<00:24, 101.69it/s]\n8194 25.5489 : 54%|█████▎ | 2858/5335 [00:35<00:24, 101.69it/s]\n8194 25.5489 : 54%|█████▍ | 2869/5335 [00:35<00:26, 92.49it/s]\n8194 25.5489 : 54%|█████▍ | 2879/5335 [00:35<00:29, 82.61it/s]\n8214 23.0098 : 54%|█████▍ | 2879/5335 [00:35<00:29, 82.61it/s]\n8214 23.0098 : 54%|█████▍ | 2888/5335 [00:35<00:32, 75.25it/s]\n8214 23.0098 : 54%|█████▍ | 2896/5335 [00:36<00:33, 73.00it/s]\n8234 25.3162 : 54%|█████▍ | 2896/5335 [00:36<00:33, 73.00it/s]\n8234 25.3162 : 54%|█████▍ | 2904/5335 [00:36<00:33, 71.85it/s]\n8234 25.3162 : 55%|█████▍ | 2912/5335 [00:36<00:34, 70.56it/s]\n8254 25.7402 : 55%|█████▍ | 2912/5335 [00:36<00:34, 70.56it/s]\n8254 25.7402 : 55%|█████▍ | 2920/5335 [00:36<00:33, 71.19it/s]\n8254 25.7402 : 55%|█████▍ | 2929/5335 [00:36<00:32, 73.75it/s]\n8254 25.7402 : 55%|█████▌ | 2938/5335 [00:36<00:31, 76.75it/s]\n8274 24.9624 : 55%|█████▌ | 2938/5335 [00:36<00:31, 76.75it/s]\n8274 24.9624 : 55%|█████▌ | 2947/5335 [00:36<00:29, 79.83it/s]\n8274 24.9624 : 55%|█████▌ | 2956/5335 [00:36<00:28, 82.30it/s]\n8294 27.1717 : 55%|█████▌ | 2956/5335 [00:36<00:28, 82.30it/s]\n8294 27.1717 : 56%|█████▌ | 2965/5335 [00:36<00:28, 83.26it/s]\n8294 27.1717 : 56%|█████▌ | 2974/5335 [00:37<00:27, 84.42it/s]\n8314 25.6387 : 56%|█████▌ | 2974/5335 [00:37<00:27, 84.42it/s]\n8314 25.6387 : 56%|█████▌ | 2983/5335 [00:37<00:27, 84.66it/s]\n8314 25.6387 : 56%|█████▌ | 2992/5335 [00:37<00:28, 83.52it/s]\n8334 25.2125 : 56%|█████▌ | 2992/5335 [00:37<00:28, 83.52it/s]\n8334 25.2125 : 56%|█████▋ | 3001/5335 [00:37<00:28, 81.30it/s]\n8334 25.2125 : 56%|█████▋ | 3010/5335 [00:37<00:30, 77.37it/s]\n8334 25.2125 : 57%|█████▋ | 3018/5335 [00:37<00:32, 70.70it/s]\n8354 25.4420 : 57%|█████▋ | 3018/5335 [00:37<00:32, 70.70it/s]\n8354 25.4420 : 57%|█████▋ | 3026/5335 [00:37<00:35, 64.29it/s]\n8354 25.4420 : 57%|█████▋ | 3033/5335 [00:37<00:39, 58.91it/s]\n8374 25.6063 : 57%|█████▋ | 3033/5335 [00:38<00:39, 58.91it/s]\n8374 25.6063 : 57%|█████▋ | 3040/5335 [00:38<00:41, 55.11it/s]\n8374 25.6063 : 57%|█████▋ | 3046/5335 [00:38<00:43, 52.97it/s]\n8374 25.6063 : 57%|█████▋ | 3053/5335 [00:38<00:41, 55.24it/s]\n8394 25.9751 : 57%|█████▋ | 3053/5335 [00:38<00:41, 55.24it/s]\n8394 25.9751 : 57%|█████▋ | 3060/5335 [00:38<00:39, 57.33it/s]\n8394 25.9751 : 57%|█████▋ | 3067/5335 [00:38<00:37, 59.76it/s]\n8394 25.9751 : 58%|█████▊ | 3074/5335 [00:38<00:36, 62.06it/s]\n8414 24.7682 : 58%|█████▊ | 3074/5335 [00:38<00:36, 62.06it/s]\n8414 24.7682 : 58%|█████▊ | 3082/5335 [00:38<00:34, 65.88it/s]\n8414 24.7682 : 58%|█████▊ | 3090/5335 [00:38<00:32, 69.06it/s]\n8414 24.7682 : 58%|█████▊ | 3098/5335 [00:38<00:31, 71.72it/s]\n8434 26.0491 : 58%|█████▊ | 3098/5335 [00:39<00:31, 71.72it/s]\n8434 26.0491 : 58%|█████▊ | 3107/5335 [00:39<00:29, 74.40it/s]\n8434 26.0491 : 58%|█████▊ | 3115/5335 [00:39<00:29, 75.04it/s]\n8454 25.7663 : 58%|█████▊ | 3115/5335 [00:39<00:29, 75.04it/s]\n8454 25.7663 : 59%|█████▊ | 3123/5335 [00:39<00:29, 74.87it/s]\n8454 25.7663 : 59%|█████▊ | 3131/5335 [00:39<00:29, 75.44it/s]\n8454 25.7663 : 59%|█████▉ | 3139/5335 [00:39<00:29, 74.95it/s]\n8474 25.7488 : 59%|█████▉ | 3139/5335 [00:39<00:29, 74.95it/s]\n8474 25.7488 : 59%|█████▉ | 3147/5335 [00:39<00:30, 72.49it/s]\n8474 25.7488 : 59%|█████▉ | 3155/5335 [00:39<00:31, 68.15it/s]\n8494 24.0799 : 59%|█████▉ | 3155/5335 [00:39<00:31, 68.15it/s]\n8494 24.0799 : 59%|█████▉ | 3162/5335 [00:39<00:35, 61.01it/s]\n8494 24.0799 : 59%|█████▉ | 3169/5335 [00:40<00:39, 54.40it/s]\n8494 24.0799 : 60%|█████▉ | 3175/5335 [00:40<00:43, 49.51it/s]\n8514 22.7504 : 60%|█████▉ | 3175/5335 [00:40<00:43, 49.51it/s]\n8514 22.7504 : 60%|█████▉ | 3181/5335 [00:40<00:46, 46.03it/s]\n8514 22.7504 : 60%|█████▉ | 3186/5335 [00:40<00:48, 44.63it/s]\n8514 22.7504 : 60%|█████▉ | 3191/5335 [00:40<00:48, 44.18it/s]\n8514 22.7504 : 60%|█████▉ | 3196/5335 [00:40<00:47, 44.98it/s]\n8534 15.4525 : 60%|█████▉ | 3196/5335 [00:40<00:47, 44.98it/s]\n8534 15.4525 : 60%|██████ | 3202/5335 [00:40<00:43, 48.79it/s]\n8534 15.4525 : 60%|██████ | 3211/5335 [00:40<00:35, 59.39it/s]\n8554 26.5631 : 60%|██████ | 3211/5335 [00:41<00:35, 59.39it/s]\n8554 26.5631 : 60%|██████ | 3220/5335 [00:41<00:31, 67.63it/s]\n8554 26.5631 : 61%|██████ | 3230/5335 [00:41<00:27, 76.72it/s]\n8574 26.0723 : 61%|██████ | 3230/5335 [00:41<00:27, 76.72it/s]\n8574 26.0723 : 61%|██████ | 3241/5335 [00:41<00:24, 84.43it/s]\n8574 26.0723 : 61%|██████ | 3252/5335 [00:41<00:22, 90.64it/s]\n8594 27.8344 : 61%|██████ | 3252/5335 [00:41<00:22, 90.64it/s]\n8594 27.8344 : 61%|██████ | 3263/5335 [00:41<00:21, 95.47it/s]\n8594 27.8344 : 61%|██████▏ | 3274/5335 [00:41<00:20, 98.16it/s]\n8614 26.2650 : 61%|██████▏ | 3274/5335 [00:41<00:20, 98.16it/s]\n8614 26.2650 : 62%|██████▏ | 3285/5335 [00:41<00:20, 100.30it/s]\n8614 26.2650 : 62%|██████▏ | 3296/5335 [00:41<00:20, 99.65it/s]\n8634 23.9419 : 62%|██████▏ | 3296/5335 [00:41<00:20, 99.65it/s]\n8634 23.9419 : 62%|██████▏ | 3306/5335 [00:41<00:21, 94.83it/s]\n8634 23.9419 : 62%|██████▏ | 3316/5335 [00:42<00:23, 86.26it/s]\n8654 23.8136 : 62%|██████▏ | 3316/5335 [00:42<00:23, 86.26it/s]\n8654 23.8136 : 62%|██████▏ | 3325/5335 [00:42<00:26, 76.60it/s]\n8654 23.8136 : 62%|██████▏ | 3333/5335 [00:42<00:29, 69.03it/s]\n8674 24.3517 : 62%|██████▏ | 3333/5335 [00:42<00:29, 69.03it/s]\n8674 24.3517 : 63%|██████▎ | 3341/5335 [00:42<00:30, 64.74it/s]\n8674 24.3517 : 63%|██████▎ | 3348/5335 [00:42<00:30, 64.34it/s]\n8674 24.3517 : 63%|██████▎ | 3356/5335 [00:42<00:29, 66.94it/s]\n8694 28.0101 : 63%|██████▎ | 3356/5335 [00:42<00:29, 66.94it/s]\n8694 28.0101 : 63%|██████▎ | 3365/5335 [00:42<00:27, 71.78it/s]\n8694 28.0101 : 63%|██████▎ | 3374/5335 [00:42<00:25, 76.25it/s]\n8714 24.8784 : 63%|██████▎ | 3374/5335 [00:42<00:25, 76.25it/s]\n8714 24.8784 : 63%|██████▎ | 3384/5335 [00:43<00:23, 81.45it/s]\n8714 24.8784 : 64%|██████▎ | 3394/5335 [00:43<00:22, 86.42it/s]\n8734 26.7116 : 64%|██████▎ | 3394/5335 [00:43<00:22, 86.42it/s]\n8734 26.7116 : 64%|██████▍ | 3405/5335 [00:43<00:21, 91.60it/s]\n8734 26.7116 : 64%|██████▍ | 3416/5335 [00:43<00:20, 95.23it/s]\n8754 26.8568 : 64%|██████▍ | 3416/5335 [00:43<00:20, 95.23it/s]\n8754 26.8568 : 64%|██████▍ | 3426/5335 [00:43<00:19, 96.34it/s]\n8754 26.8568 : 64%|██████▍ | 3437/5335 [00:43<00:19, 97.99it/s]\n8774 24.9880 : 64%|██████▍ | 3437/5335 [00:43<00:19, 97.99it/s]\n8774 24.9880 : 65%|██████▍ | 3447/5335 [00:43<00:19, 98.31it/s]\n8774 24.9880 : 65%|██████▍ | 3457/5335 [00:43<00:19, 93.90it/s]\n8794 24.1514 : 65%|██████▍ | 3457/5335 [00:43<00:19, 93.90it/s]\n8794 24.1514 : 65%|██████▍ | 3467/5335 [00:43<00:21, 85.55it/s]\n8794 24.1514 : 65%|██████▌ | 3476/5335 [00:44<00:24, 75.39it/s]\n8814 24.3211 : 65%|██████▌ | 3476/5335 [00:44<00:24, 75.39it/s]\n8814 24.3211 : 65%|██████▌ | 3484/5335 [00:44<00:27, 67.33it/s]\n8814 24.3211 : 65%|██████▌ | 3492/5335 [00:44<00:29, 63.06it/s]\n8814 24.3211 : 66%|██████▌ | 3499/5335 [00:44<00:29, 62.07it/s]\n8834 24.0339 : 66%|██████▌ | 3499/5335 [00:44<00:29, 62.07it/s]\n8834 24.0339 : 66%|██████▌ | 3506/5335 [00:44<00:28, 63.52it/s]\n8834 24.0339 : 66%|██████▌ | 3514/5335 [00:44<00:27, 66.76it/s]\n8854 26.5274 : 66%|██████▌ | 3514/5335 [00:44<00:27, 66.76it/s]\n8854 26.5274 : 66%|██████▌ | 3522/5335 [00:44<00:26, 68.73it/s]\n8854 26.5274 : 66%|██████▌ | 3531/5335 [00:44<00:24, 72.22it/s]\n8874 26.2400 : 66%|██████▌ | 3531/5335 [00:45<00:24, 72.22it/s]\n8874 26.2400 : 66%|██████▋ | 3540/5335 [00:45<00:23, 76.18it/s]\n8874 26.2400 : 67%|██████▋ | 3550/5335 [00:45<00:22, 80.75it/s]\n8894 26.9633 : 67%|██████▋ | 3550/5335 [00:45<00:22, 80.75it/s]\n8894 26.9633 : 67%|██████▋ | 3560/5335 [00:45<00:21, 84.50it/s]\n8894 26.9633 : 67%|██████▋ | 3569/5335 [00:45<00:20, 86.00it/s]\n8894 26.9633 : 67%|██████▋ | 3579/5335 [00:45<00:20, 87.43it/s]\n8914 27.2129 : 67%|██████▋ | 3579/5335 [00:45<00:20, 87.43it/s]\n8914 27.2129 : 67%|██████▋ | 3589/5335 [00:45<00:19, 88.77it/s]\n8914 27.2129 : 67%|██████▋ | 3598/5335 [00:45<00:19, 88.34it/s]\n8934 25.0772 : 67%|██████▋ | 3598/5335 [00:45<00:19, 88.34it/s]\n8934 25.0772 : 68%|██████▊ | 3607/5335 [00:45<00:20, 84.89it/s]\n8934 25.0772 : 68%|██████▊ | 3616/5335 [00:45<00:21, 78.43it/s]\n8954 25.1205 : 68%|██████▊ | 3616/5335 [00:45<00:21, 78.43it/s]\n8954 25.1205 : 68%|██████▊ | 3624/5335 [00:46<00:24, 70.82it/s]\n8954 25.1205 : 68%|██████▊ | 3632/5335 [00:46<00:27, 62.77it/s]\n8954 25.1205 : 68%|██████▊ | 3639/5335 [00:46<00:29, 58.22it/s]\n8974 24.7591 : 68%|██████▊ | 3639/5335 [00:46<00:29, 58.22it/s]\n8974 24.7591 : 68%|██████▊ | 3646/5335 [00:46<00:30, 56.15it/s]\n8974 24.7591 : 68%|██████▊ | 3652/5335 [00:46<00:30, 55.36it/s]\n8974 24.7591 : 69%|██████▊ | 3658/5335 [00:46<00:29, 56.21it/s]\n8994 22.4798 : 69%|██████▊ | 3658/5335 [00:46<00:29, 56.21it/s]\n8994 22.4798 : 69%|██████▊ | 3665/5335 [00:46<00:28, 59.32it/s]\n8994 22.4798 : 69%|██████▉ | 3672/5335 [00:46<00:27, 60.10it/s]\n8994 22.4798 : 69%|██████▉ | 3679/5335 [00:47<00:26, 61.76it/s]\n9014 27.6716 : 69%|██████▉ | 3679/5335 [00:47<00:26, 61.76it/s]\n9014 27.6716 : 69%|██████▉ | 3687/5335 [00:47<00:25, 64.46it/s]\n9014 27.6716 : 69%|██████▉ | 3695/5335 [00:47<00:24, 67.26it/s]\n9034 23.9004 : 69%|██████▉ | 3695/5335 [00:47<00:24, 67.26it/s]\n9034 23.9004 : 69%|██████▉ | 3703/5335 [00:47<00:23, 70.39it/s]\n9034 23.9004 : 70%|██████▉ | 3712/5335 [00:47<00:22, 73.40it/s]\n9054 27.2730 : 70%|██████▉ | 3712/5335 [00:47<00:22, 73.40it/s]\n9054 27.2730 : 70%|██████▉ | 3720/5335 [00:47<00:21, 74.71it/s]\n9054 27.2730 : 70%|██████▉ | 3728/5335 [00:47<00:21, 75.58it/s]\n9054 27.2730 : 70%|███████ | 3736/5335 [00:47<00:20, 76.79it/s]\n9074 26.4859 : 70%|███████ | 3736/5335 [00:47<00:20, 76.79it/s]\n9074 26.4859 : 70%|███████ | 3744/5335 [00:47<00:20, 77.11it/s]\n9074 26.4859 : 70%|███████ | 3752/5335 [00:47<00:20, 76.06it/s]\n9094 24.2867 : 70%|███████ | 3752/5335 [00:48<00:20, 76.06it/s]\n9094 24.2867 : 70%|███████ | 3760/5335 [00:48<00:21, 72.43it/s]\n9094 24.2867 : 71%|███████ | 3768/5335 [00:48<00:23, 66.31it/s]\n9094 24.2867 : 71%|███████ | 3775/5335 [00:48<00:26, 59.55it/s]\n9114 24.7206 : 71%|███████ | 3775/5335 [00:48<00:26, 59.55it/s]\n9114 24.7206 : 71%|███████ | 3782/5335 [00:48<00:28, 53.59it/s]\n9114 24.7206 : 71%|███████ | 3788/5335 [00:48<00:31, 49.60it/s]\n9114 24.7206 : 71%|███████ | 3794/5335 [00:48<00:32, 47.75it/s]\n9114 24.7206 : 71%|███████ | 3799/5335 [00:48<00:32, 47.53it/s]\n9134 24.6036 : 71%|███████ | 3799/5335 [00:48<00:32, 47.53it/s]\n9134 24.6036 : 71%|███████▏ | 3804/5335 [00:49<00:32, 47.03it/s]\n9134 24.6036 : 71%|███████▏ | 3810/5335 [00:49<00:31, 48.08it/s]\n9134 24.6036 : 72%|███████▏ | 3817/5335 [00:49<00:28, 52.97it/s]\n9154 21.5905 : 72%|███████▏ | 3817/5335 [00:49<00:28, 52.97it/s]\n9154 21.5905 : 72%|███████▏ | 3825/5335 [00:49<00:25, 58.83it/s]\n9154 21.5905 : 72%|███████▏ | 3833/5335 [00:49<00:23, 63.10it/s]\n9174 25.0571 : 72%|███████▏ | 3833/5335 [00:49<00:23, 63.10it/s]\n9174 25.0571 : 72%|███████▏ | 3841/5335 [00:49<00:22, 67.50it/s]\n9174 25.0571 : 72%|███████▏ | 3851/5335 [00:49<00:19, 75.86it/s]\n9194 24.8286 : 72%|███████▏ | 3851/5335 [00:49<00:19, 75.86it/s]\n9194 24.8286 : 72%|███████▏ | 3862/5335 [00:49<00:17, 84.60it/s]\n9194 24.8286 : 73%|███████▎ | 3874/5335 [00:49<00:15, 92.37it/s]\n9214 22.8157 : 73%|███████▎ | 3874/5335 [00:49<00:15, 92.37it/s]\n9214 22.8157 : 73%|███████▎ | 3885/5335 [00:50<00:14, 97.30it/s]\n9214 22.8157 : 73%|███████▎ | 3896/5335 [00:50<00:14, 100.77it/s]\n9234 25.5590 : 73%|███████▎ | 3896/5335 [00:50<00:14, 100.77it/s]\n9234 25.5590 : 73%|███████▎ | 3907/5335 [00:50<00:13, 102.08it/s]\n9234 25.5590 : 73%|███████▎ | 3918/5335 [00:50<00:13, 103.51it/s]\n9254 21.5212 : 73%|███████▎ | 3918/5335 [00:50<00:13, 103.51it/s]\n9254 21.5212 : 74%|███████▎ | 3929/5335 [00:50<00:14, 100.37it/s]\n9274 21.5483 : 74%|███████▎ | 3929/5335 [00:50<00:14, 100.37it/s]\n9274 21.5483 : 74%|███████▍ | 3940/5335 [00:50<00:14, 94.14it/s]\n9274 21.5483 : 74%|███████▍ | 3950/5335 [00:50<00:15, 87.78it/s]\n9274 21.5483 : 74%|███████▍ | 3959/5335 [00:50<00:16, 83.48it/s]\n9294 24.5266 : 74%|███████▍ | 3959/5335 [00:50<00:16, 83.48it/s]\n9294 24.5266 : 74%|███████▍ | 3968/5335 [00:50<00:16, 82.52it/s]\n9294 24.5266 : 75%|███████▍ | 3977/5335 [00:51<00:16, 84.50it/s]\n9314 27.5089 : 75%|███████▍ | 3977/5335 [00:51<00:16, 84.50it/s]\n9314 27.5089 : 75%|███████▍ | 3986/5335 [00:51<00:15, 85.98it/s]\n9314 27.5089 : 75%|███████▍ | 3997/5335 [00:51<00:14, 90.74it/s]\n9334 26.0060 : 75%|███████▍ | 3997/5335 [00:51<00:14, 90.74it/s]\n9334 26.0060 : 75%|███████▌ | 4009/5335 [00:51<00:13, 98.29it/s]\n9354 25.2747 : 75%|███████▌ | 4009/5335 [00:51<00:13, 98.29it/s]\n9354 25.2747 : 75%|███████▌ | 4022/5335 [00:51<00:12, 107.03it/s]\n9354 25.2747 : 76%|███████▌ | 4035/5335 [00:51<00:11, 113.31it/s]\n9374 23.9451 : 76%|███████▌ | 4035/5335 [00:51<00:11, 113.31it/s]\n9374 23.9451 : 76%|███████▌ | 4048/5335 [00:51<00:10, 117.55it/s]\n9394 25.9436 : 76%|███████▌ | 4048/5335 [00:51<00:10, 117.55it/s]\n9394 25.9436 : 76%|███████▌ | 4061/5335 [00:51<00:10, 119.28it/s]\n9394 25.9436 : 76%|███████▋ | 4074/5335 [00:51<00:10, 119.88it/s]\n9414 24.2502 : 76%|███████▋ | 4074/5335 [00:51<00:10, 119.88it/s]\n9414 24.2502 : 77%|███████▋ | 4087/5335 [00:52<00:10, 115.93it/s]\n9414 24.2502 : 77%|███████▋ | 4099/5335 [00:52<00:11, 108.19it/s]\n9434 23.3612 : 77%|███████▋ | 4099/5335 [00:52<00:11, 108.19it/s]\n9434 23.3612 : 77%|███████▋ | 4110/5335 [00:52<00:12, 100.43it/s]\n9454 26.6689 : 77%|███████▋ | 4110/5335 [00:52<00:12, 100.43it/s]\n9454 26.6689 : 77%|███████▋ | 4121/5335 [00:52<00:12, 94.70it/s]\n9454 26.6689 : 77%|███████▋ | 4131/5335 [00:52<00:13, 91.87it/s]\n9474 25.6619 : 77%|███████▋ | 4131/5335 [00:52<00:13, 91.87it/s]\n9474 25.6619 : 78%|███████▊ | 4141/5335 [00:52<00:13, 91.03it/s]\n9474 25.6619 : 78%|███████▊ | 4152/5335 [00:52<00:12, 93.88it/s]\n9494 25.2518 : 78%|███████▊ | 4152/5335 [00:52<00:12, 93.88it/s]\n9494 25.2518 : 78%|███████▊ | 4164/5335 [00:52<00:11, 100.22it/s]\n9494 25.2518 : 78%|███████▊ | 4177/5335 [00:52<00:10, 107.37it/s]\n9514 27.3662 : 78%|███████▊ | 4177/5335 [00:52<00:10, 107.37it/s]\n9514 27.3662 : 79%|███████▊ | 4190/5335 [00:53<00:10, 112.96it/s]\n9534 24.9539 : 79%|███████▊ | 4190/5335 [00:53<00:10, 112.96it/s]\n9534 24.9539 : 79%|███████▉ | 4203/5335 [00:53<00:09, 115.49it/s]\n9534 24.9539 : 79%|███████▉ | 4215/5335 [00:53<00:09, 116.48it/s]\n9554 25.6172 : 79%|███████▉ | 4215/5335 [00:53<00:09, 116.48it/s]\n9554 25.6172 : 79%|███████▉ | 4227/5335 [00:53<00:09, 116.44it/s]\n9554 25.6172 : 79%|███████▉ | 4239/5335 [00:53<00:09, 112.62it/s]\n9574 25.2652 : 79%|███████▉ | 4239/5335 [00:53<00:09, 112.62it/s]\n9574 25.2652 : 80%|███████▉ | 4251/5335 [00:53<00:10, 104.11it/s]\n9594 25.5000 : 80%|███████▉ | 4251/5335 [00:53<00:10, 104.11it/s]\n9594 25.5000 : 80%|███████▉ | 4262/5335 [00:53<00:11, 97.18it/s]\n9594 25.5000 : 80%|████████ | 4272/5335 [00:53<00:11, 91.14it/s]\n9614 26.3821 : 80%|████████ | 4272/5335 [00:53<00:11, 91.14it/s]\n9614 26.3821 : 80%|████████ | 4282/5335 [00:53<00:12, 86.54it/s]\n9614 26.3821 : 80%|████████ | 4291/5335 [00:54<00:12, 84.94it/s]\n9634 24.4924 : 80%|████████ | 4291/5335 [00:54<00:12, 84.94it/s]\n9634 24.4924 : 81%|████████ | 4301/5335 [00:54<00:11, 86.97it/s]\n9634 24.4924 : 81%|████████ | 4311/5335 [00:54<00:11, 90.11it/s]\n9654 25.8040 : 81%|████████ | 4311/5335 [00:54<00:11, 90.11it/s]\n9654 25.8040 : 81%|████████ | 4322/5335 [00:54<00:10, 95.08it/s]\n9654 25.8040 : 81%|████████ | 4333/5335 [00:54<00:10, 98.33it/s]\n9674 24.8536 : 81%|████████ | 4333/5335 [00:54<00:10, 98.33it/s]\n9674 24.8536 : 81%|████████▏ | 4344/5335 [00:54<00:09, 101.27it/s]\n9674 24.8536 : 82%|████████▏ | 4355/5335 [00:54<00:09, 102.85it/s]\n9694 25.9786 : 82%|████████▏ | 4355/5335 [00:54<00:09, 102.85it/s]\n9694 25.9786 : 82%|████████▏ | 4366/5335 [00:54<00:09, 103.46it/s]\n9694 25.9786 : 82%|████████▏ | 4377/5335 [00:54<00:09, 102.78it/s]\n9714 24.4713 : 82%|████████▏ | 4377/5335 [00:54<00:09, 102.78it/s]\n9714 24.4713 : 82%|████████▏ | 4388/5335 [00:55<00:09, 99.22it/s]\n9714 24.4713 : 82%|████████▏ | 4398/5335 [00:55<00:10, 91.62it/s]\n9734 24.1222 : 82%|████████▏ | 4398/5335 [00:55<00:10, 91.62it/s]\n9734 24.1222 : 83%|████████▎ | 4408/5335 [00:55<00:11, 84.01it/s]\n9734 24.1222 : 83%|████████▎ | 4417/5335 [00:55<00:11, 80.19it/s]\n9754 21.2132 : 83%|████████▎ | 4417/5335 [00:55<00:11, 80.19it/s]\n9754 21.2132 : 83%|████████▎ | 4427/5335 [00:55<00:10, 84.50it/s]\n9754 21.2132 : 83%|████████▎ | 4439/5335 [00:55<00:09, 93.39it/s]\n9774 28.0175 : 83%|████████▎ | 4439/5335 [00:55<00:09, 93.39it/s]\n9774 28.0175 : 83%|████████▎ | 4452/5335 [00:55<00:08, 103.13it/s]\n9794 24.1598 : 83%|████████▎ | 4452/5335 [00:55<00:08, 103.13it/s]\n9794 24.1598 : 84%|████████▎ | 4467/5335 [00:55<00:07, 115.31it/s]\n9814 26.8867 : 84%|████████▎ | 4467/5335 [00:55<00:07, 115.31it/s]\n9814 26.8867 : 84%|████████▍ | 4482/5335 [00:55<00:06, 125.09it/s]\n9814 26.8867 : 84%|████████▍ | 4497/5335 [00:56<00:06, 132.23it/s]\n9834 26.0372 : 84%|████████▍ | 4497/5335 [00:56<00:06, 132.23it/s]\n9834 26.0372 : 85%|████████▍ | 4512/5335 [00:56<00:06, 136.61it/s]\n9854 25.5406 : 85%|████████▍ | 4512/5335 [00:56<00:06, 136.61it/s]\n9854 25.5406 : 85%|████████▍ | 4527/5335 [00:56<00:05, 138.57it/s]\n9874 25.0238 : 85%|████████▍ | 4527/5335 [00:56<00:05, 138.57it/s]\n9874 25.0238 : 85%|████████▌ | 4541/5335 [00:56<00:05, 136.56it/s]\n9874 25.0238 : 85%|████████▌ | 4555/5335 [00:56<00:06, 127.33it/s]\n9894 24.3971 : 85%|████████▌ | 4555/5335 [00:56<00:06, 127.33it/s]\n9894 24.3971 : 86%|████████▌ | 4568/5335 [00:56<00:06, 118.51it/s]\n9914 23.1016 : 86%|████████▌ | 4568/5335 [00:56<00:06, 118.51it/s]\n9914 23.1016 : 86%|████████▌ | 4581/5335 [00:56<00:06, 120.20it/s]\n9914 23.1016 : 86%|████████▌ | 4596/5335 [00:56<00:05, 127.88it/s]\n9934 25.4543 : 86%|████████▌ | 4596/5335 [00:56<00:05, 127.88it/s]\n9934 25.4543 : 86%|████████▋ | 4613/5335 [00:56<00:05, 138.81it/s]\n9954 25.7173 : 86%|████████▋ | 4613/5335 [00:56<00:05, 138.81it/s]\n9954 25.7173 : 87%|████████▋ | 4632/5335 [00:57<00:04, 151.81it/s]\n9974 27.1832 : 87%|████████▋ | 4632/5335 [00:57<00:04, 151.81it/s]\n9974 27.1832 : 87%|████████▋ | 4650/5335 [00:57<00:04, 159.45it/s]\n9994 25.9647 : 87%|████████▋ | 4650/5335 [00:57<00:04, 159.45it/s]\n9994 25.9647 : 87%|████████▋ | 4668/5335 [00:57<00:04, 164.69it/s]\n10014 24.4894 : 87%|████████▋ | 4668/5335 [00:57<00:04, 164.69it/s]\n10014 24.4894 : 88%|████████▊ | 4686/5335 [00:57<00:03, 167.02it/s]\n10034 24.9912 : 88%|████████▊ | 4686/5335 [00:57<00:03, 167.02it/s]\n10034 24.9912 : 88%|████████▊ | 4703/5335 [00:57<00:03, 159.95it/s]\n10054 26.2556 : 88%|████████▊ | 4703/5335 [00:57<00:03, 159.95it/s]\n10054 26.2556 : 88%|████████▊ | 4720/5335 [00:57<00:04, 148.67it/s]\n10054 26.2556 : 89%|████████▉ | 4736/5335 [00:57<00:04, 130.77it/s]\n10074 28.0464 : 89%|████████▉ | 4736/5335 [00:57<00:04, 130.77it/s]\n10074 28.0464 : 89%|████████▉ | 4750/5335 [00:57<00:04, 119.66it/s]\n10094 26.6834 : 89%|████████▉ | 4750/5335 [00:58<00:04, 119.66it/s]\n10094 26.6834 : 89%|████████▉ | 4763/5335 [00:58<00:04, 117.31it/s]\n10094 26.6834 : 90%|████████▉ | 4776/5335 [00:58<00:04, 119.31it/s]\n10114 26.9487 : 90%|████████▉ | 4776/5335 [00:58<00:04, 119.31it/s]\n10114 26.9487 : 90%|████████▉ | 4789/5335 [00:58<00:04, 121.60it/s]\n10134 25.5204 : 90%|████████▉ | 4789/5335 [00:58<00:04, 121.60it/s]\n10134 25.5204 : 90%|█████████ | 4802/5335 [00:58<00:04, 123.14it/s]\n10134 25.5204 : 90%|█████████ | 4815/5335 [00:58<00:04, 124.24it/s]\n10154 25.3627 : 90%|█████████ | 4815/5335 [00:58<00:04, 124.24it/s]\n10154 25.3627 : 90%|█████████ | 4828/5335 [00:58<00:04, 123.64it/s]\n10174 25.5470 : 90%|█████████ | 4828/5335 [00:58<00:04, 123.64it/s]\n10174 25.5470 : 91%|█████████ | 4841/5335 [00:58<00:04, 120.22it/s]\n10174 25.5470 : 91%|█████████ | 4854/5335 [00:58<00:04, 111.69it/s]\n10194 25.1649 : 91%|█████████ | 4854/5335 [00:58<00:04, 111.69it/s]\n10194 25.1649 : 91%|█████████ | 4866/5335 [00:58<00:04, 101.62it/s]\n10194 25.1649 : 91%|█████████▏| 4877/5335 [00:59<00:04, 96.33it/s]\n10214 25.3273 : 91%|█████████▏| 4877/5335 [00:59<00:04, 96.33it/s]\n10214 25.3273 : 92%|█████████▏| 4887/5335 [00:59<00:05, 88.99it/s]\n10214 25.3273 : 92%|█████████▏| 4897/5335 [00:59<00:05, 84.11it/s]\n10234 24.9703 : 92%|█████████▏| 4897/5335 [00:59<00:05, 84.11it/s]\n10234 24.9703 : 92%|█████████▏| 4906/5335 [00:59<00:05, 83.97it/s]\n10234 24.9703 : 92%|█████████▏| 4915/5335 [00:59<00:04, 84.56it/s]\n10254 24.7660 : 92%|█████████▏| 4915/5335 [00:59<00:04, 84.56it/s]\n10254 24.7660 : 92%|█████████▏| 4925/5335 [00:59<00:04, 87.06it/s]\n10254 24.7660 : 93%|█████████▎| 4935/5335 [00:59<00:04, 89.91it/s]\n10274 25.3213 : 93%|█████████▎| 4935/5335 [00:59<00:04, 89.91it/s]\n10274 25.3213 : 93%|█████████▎| 4945/5335 [00:59<00:04, 91.41it/s]\n10274 25.3213 : 93%|█████████▎| 4955/5335 [00:59<00:04, 92.56it/s]\n10294 24.4559 : 93%|█████████▎| 4955/5335 [01:00<00:04, 92.56it/s]\n10294 24.4559 : 93%|█████████▎| 4965/5335 [01:00<00:03, 93.96it/s]\n10294 24.4559 : 93%|█████████▎| 4975/5335 [01:00<00:03, 93.28it/s]\n10314 24.9017 : 93%|█████████▎| 4975/5335 [01:00<00:03, 93.28it/s]\n10314 24.9017 : 93%|█████████▎| 4985/5335 [01:00<00:03, 88.83it/s]\n10314 24.9017 : 94%|█████████▎| 4994/5335 [01:00<00:04, 82.55it/s]\n10334 25.2657 : 94%|█████████▎| 4994/5335 [01:00<00:04, 82.55it/s]\n10334 25.2657 : 94%|█████████▍| 5003/5335 [01:00<00:04, 75.15it/s]\n10334 25.2657 : 94%|█████████▍| 5011/5335 [01:00<00:04, 69.86it/s]\n10334 25.2657 : 94%|█████████▍| 5019/5335 [01:00<00:04, 64.53it/s]\n10354 25.1913 : 94%|█████████▍| 5019/5335 [01:00<00:04, 64.53it/s]\n10354 25.1913 : 94%|█████████▍| 5026/5335 [01:01<00:04, 62.48it/s]\n10354 25.1913 : 94%|█████████▍| 5033/5335 [01:01<00:04, 64.31it/s]\n10374 27.7019 : 94%|█████████▍| 5033/5335 [01:01<00:04, 64.31it/s]\n10374 27.7019 : 95%|█████████▍| 5042/5335 [01:01<00:04, 70.38it/s]\n10374 27.7019 : 95%|█████████▍| 5052/5335 [01:01<00:03, 77.24it/s]\n10394 25.8052 : 95%|█████████▍| 5052/5335 [01:01<00:03, 77.24it/s]\n10394 25.8052 : 95%|█████████▍| 5063/5335 [01:01<00:03, 85.06it/s]\n10394 25.8052 : 95%|█████████▌| 5075/5335 [01:01<00:02, 93.18it/s]\n10414 26.6958 : 95%|█████████▌| 5075/5335 [01:01<00:02, 93.18it/s]\n10414 26.6958 : 95%|█████████▌| 5087/5335 [01:01<00:02, 100.02it/s]\n10414 26.6958 : 96%|█████████▌| 5099/5335 [01:01<00:02, 105.59it/s]\n10434 27.9629 : 96%|█████████▌| 5099/5335 [01:01<00:02, 105.59it/s]\n10434 27.9629 : 96%|█████████▌| 5111/5335 [01:01<00:02, 109.32it/s]\n10454 26.6682 : 96%|█████████▌| 5111/5335 [01:01<00:02, 109.32it/s]\n10454 26.6682 : 96%|█████████▌| 5123/5335 [01:01<00:01, 111.58it/s]\n10454 26.6682 : 96%|█████████▋| 5135/5335 [01:02<00:01, 110.55it/s]\n10474 24.6140 : 96%|█████████▋| 5135/5335 [01:02<00:01, 110.55it/s]\n10474 24.6140 : 96%|█████████▋| 5147/5335 [01:02<00:01, 104.33it/s]\n10474 24.6140 : 97%|█████████▋| 5158/5335 [01:02<00:01, 96.14it/s]\n10494 25.0872 : 97%|█████████▋| 5158/5335 [01:02<00:01, 96.14it/s]\n10494 25.0872 : 97%|█████████▋| 5168/5335 [01:02<00:01, 88.41it/s]\n10494 25.0872 : 97%|█████████▋| 5178/5335 [01:02<00:01, 82.99it/s]\n10514 26.0481 : 97%|█████████▋| 5178/5335 [01:02<00:01, 82.99it/s]\n10514 26.0481 : 97%|█████████▋| 5187/5335 [01:02<00:01, 84.43it/s]\n10514 26.0481 : 97%|█████████▋| 5198/5335 [01:02<00:01, 90.81it/s]\n10534 27.4801 : 97%|█████████▋| 5198/5335 [01:02<00:01, 90.81it/s]\n10534 27.4801 : 98%|█████████▊| 5211/5335 [01:02<00:01, 99.50it/s]\n10554 26.5957 : 98%|█████████▊| 5211/5335 [01:02<00:01, 99.50it/s]\n10554 26.5957 : 98%|█████████▊| 5225/5335 [01:02<00:01, 109.22it/s]\n10574 27.1948 : 98%|█████████▊| 5225/5335 [01:03<00:01, 109.22it/s]\n10574 27.1948 : 98%|█████████▊| 5240/5335 [01:03<00:00, 119.21it/s]\n10574 27.1948 : 99%|█████████▊| 5255/5335 [01:03<00:00, 126.46it/s]\n10594 26.2183 : 99%|█████████▊| 5255/5335 [01:03<00:00, 126.46it/s]\n10594 26.2183 : 99%|█████████▉| 5270/5335 [01:03<00:00, 132.70it/s]\n10614 25.1678 : 99%|█████████▉| 5270/5335 [01:03<00:00, 132.70it/s]\n10614 25.1678 : 99%|█████████▉| 5284/5335 [01:03<00:00, 134.32it/s]\n10614 25.1678 : 99%|█████████▉| 5298/5335 [01:03<00:00, 131.22it/s]\n10634 25.4034 : 99%|█████████▉| 5298/5335 [01:03<00:00, 131.22it/s]\n10634 25.4034 : 100%|█████████▉| 5312/5335 [01:03<00:00, 121.17it/s]\n10654 24.9057 : 100%|█████████▉| 5312/5335 [01:03<00:00, 121.17it/s]\n10654 24.9057 : 100%|█████████▉| 5325/5335 [01:03<00:00, 111.09it/s]\n10654 24.9057 : 100%|██████████| 5335/5335 [01:03<00:00, 83.48it/s]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 2\n epoch_size: 35\n batches_per_epoch: 35\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/35 [00:00<?, ?it/s]/root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/torch/nn/functional.py:3609: UserWarning: Default upsampling behavior when mode=bilinear is changed to align_corners=False since 0.4.0. Please specify align_corners=True if the old behavior is desired. See the documentation of nn.Upsample for details.\n warnings.warn(\n/root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/torch/nn/functional.py:3657: UserWarning: The default behavior for interpolate/upsample with float scale_factor changed in 1.6.0 to align with other frameworks/libraries, and now uses scale_factor directly, instead of relying on the computed output size. If you wish to restore the old behavior, please set recompute_scale_factor=True. See the documentation of nn.Upsample for details.\n warnings.warn(\n/root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/torch/nn/functional.py:718: UserWarning: Named tensors and all their associated APIs are an experimental feature and subject to change. Please do not use them for anything important until they are released as stable. (Triggered internally at /pytorch/c10/core/TensorImpl.h:1156.)\n return torch.max_pool2d(input, kernel_size, stride, padding, dilation, ceil_mode)\n\n 3%|▎ | 1/35 [00:02<01:11, 2.09s/it]\n 6%|▌ | 2/35 [00:03<01:04, 1.97s/it]\n 9%|▊ | 3/35 [00:06<01:05, 2.05s/it]\n 11%|█▏ | 4/35 [00:08<01:05, 2.12s/it]\n 14%|█▍ | 5/35 [00:10<00:58, 1.96s/it]\n 17%|█▋ | 6/35 [00:12<00:59, 2.07s/it]\n 20%|██ | 7/35 [00:13<00:49, 1.78s/it]\n 23%|██▎ | 8/35 [00:16<00:54, 2.02s/it]\n 26%|██▌ | 9/35 [00:18<00:52, 2.01s/it]\n 29%|██▊ | 10/35 [00:19<00:46, 1.86s/it]\n 31%|███▏ | 11/35 [00:22<00:49, 2.07s/it]\n 34%|███▍ | 12/35 [00:24<00:48, 2.12s/it]\n 37%|███▋ | 13/35 [00:25<00:42, 1.94s/it]\n 40%|████ | 14/35 [00:28<00:47, 2.24s/it]\n 43%|████▎ | 15/35 [00:31<00:49, 2.46s/it]\n 46%|████▌ | 16/35 [00:33<00:43, 2.27s/it]\n 49%|████▊ | 17/35 [00:36<00:44, 2.48s/it]\n 51%|█████▏ | 18/35 [00:38<00:41, 2.42s/it]\n 54%|█████▍ | 19/35 [00:41<00:38, 2.43s/it]\n10689 0.3892 0.0124 0.0010 : 54%|█████▍ | 19/35 [00:43<00:38, 2.43s/it]\n10689 0.3892 0.0124 0.0010 : 57%|█████▋ | 20/35 [00:43<00:36, 2.44s/it]\n10689 0.3892 0.0124 0.0010 : 60%|██████ | 21/35 [00:46<00:36, 2.60s/it]\n10689 0.3892 0.0124 0.0010 : 63%|██████▎ | 22/35 [00:48<00:29, 2.29s/it]\n10689 0.3892 0.0124 0.0010 : 66%|██████▌ | 23/35 [00:49<00:24, 2.06s/it]\n10689 0.3892 0.0124 0.0010 : 69%|██████▊ | 24/35 [00:51<00:20, 1.84s/it]\n10689 0.3892 0.0124 0.0010 : 71%|███████▏ | 25/35 [00:52<00:17, 1.76s/it]\n10689 0.3892 0.0124 0.0010 : 74%|███████▍ | 26/35 [00:55<00:18, 2.09s/it]\n10689 0.3892 0.0124 0.0010 : 77%|███████▋ | 27/35 [00:58<00:18, 2.35s/it]\n10689 0.3892 0.0124 0.0010 : 80%|████████ | 28/35 [01:01<00:16, 2.39s/it]\n10689 0.3892 0.0124 0.0010 : 83%|████████▎ | 29/35 [01:03<00:15, 2.54s/it]\n10689 0.3892 0.0124 0.0010 : 86%|████████▌ | 30/35 [01:05<00:11, 2.35s/it]\n10689 0.3892 0.0124 0.0010 : 89%|████████▊ | 31/35 [01:07<00:08, 2.05s/it]\n10689 0.3892 0.0124 0.0010 : 91%|█████████▏| 32/35 [01:10<00:06, 2.33s/it]\n10689 0.3892 0.0124 0.0010 : 94%|█████████▍| 33/35 [01:11<00:04, 2.09s/it]\n10689 0.3892 0.0124 0.0010 : 97%|█████████▋| 34/35 [01:12<00:01, 1.83s/it]\n10689 0.3892 0.0124 0.0010 : 100%|██████████| 35/35 [01:14<00:00, 1.84s/it]\n10689 0.3892 0.0124 0.0010 : 100%|██████████| 35/35 [01:14<00:00, 2.14s/it]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 3\n epoch_size: 35\n batches_per_epoch: 35\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/35 [00:00<?, ?it/s]\n 3%|▎ | 1/35 [00:02<01:40, 2.96s/it]\n 6%|▌ | 2/35 [00:04<01:12, 2.20s/it]\n 9%|▊ | 3/35 [00:07<01:17, 2.43s/it]\n 11%|█▏ | 4/35 [00:09<01:16, 2.46s/it]\n 14%|█▍ | 5/35 [00:12<01:14, 2.49s/it]\n 17%|█▋ | 6/35 [00:14<01:10, 2.43s/it]\n 20%|██ | 7/35 [00:16<01:00, 2.15s/it]\n 23%|██▎ | 8/35 [00:18<01:00, 2.24s/it]\n 26%|██▌ | 9/35 [00:21<01:04, 2.48s/it]\n 29%|██▊ | 10/35 [00:24<01:04, 2.59s/it]\n 31%|███▏ | 11/35 [00:25<00:52, 2.21s/it]\n 34%|███▍ | 12/35 [00:27<00:47, 2.06s/it]\n 37%|███▋ | 13/35 [00:28<00:39, 1.80s/it]\n 40%|████ | 14/35 [00:30<00:36, 1.72s/it]\n 43%|████▎ | 15/35 [00:33<00:41, 2.10s/it]\n 46%|████▌ | 16/35 [00:35<00:38, 2.03s/it]\n 49%|████▊ | 17/35 [00:36<00:30, 1.69s/it]\n 51%|█████▏ | 18/35 [00:37<00:28, 1.65s/it]\n 54%|█████▍ | 19/35 [00:39<00:27, 1.73s/it]\n10724 0.3259 0.0164 0.0015 : 54%|█████▍ | 19/35 [00:41<00:27, 1.73s/it]\n10724 0.3259 0.0164 0.0015 : 57%|█████▋ | 20/35 [00:41<00:26, 1.78s/it]\n10724 0.3259 0.0164 0.0015 : 60%|██████ | 21/35 [00:43<00:26, 1.92s/it]\n10724 0.3259 0.0164 0.0015 : 63%|██████▎ | 22/35 [00:45<00:23, 1.82s/it]\n10724 0.3259 0.0164 0.0015 : 66%|██████▌ | 23/35 [00:47<00:23, 1.94s/it]\n10724 0.3259 0.0164 0.0015 : 69%|██████▊ | 24/35 [00:49<00:22, 2.03s/it]\n10724 0.3259 0.0164 0.0015 : 71%|███████▏ | 25/35 [00:51<00:19, 1.99s/it]\n10724 0.3259 0.0164 0.0015 : 74%|███████▍ | 26/35 [00:53<00:17, 1.96s/it]\n10724 0.3259 0.0164 0.0015 : 77%|███████▋ | 27/35 [00:56<00:17, 2.23s/it]\n10724 0.3259 0.0164 0.0015 : 80%|████████ | 28/35 [00:58<00:14, 2.12s/it]\n10724 0.3259 0.0164 0.0015 : 83%|████████▎ | 29/35 [01:00<00:13, 2.29s/it]\n10724 0.3259 0.0164 0.0015 : 86%|████████▌ | 30/35 [01:03<00:11, 2.27s/it]\n10724 0.3259 0.0164 0.0015 : 89%|████████▊ | 31/35 [01:04<00:08, 2.09s/it]\n10724 0.3259 0.0164 0.0015 : 91%|█████████▏| 32/35 [01:07<00:06, 2.13s/it]\n10724 0.3259 0.0164 0.0015 : 94%|█████████▍| 33/35 [01:09<00:04, 2.25s/it]\n10724 0.3259 0.0164 0.0015 : 97%|█████████▋| 34/35 [01:12<00:02, 2.46s/it]\n10724 0.3259 0.0164 0.0015 : 100%|██████████| 35/35 [01:14<00:00, 2.18s/it]\n10724 0.3259 0.0164 0.0015 : 100%|██████████| 35/35 [01:14<00:00, 2.12s/it]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 4\n epoch_size: 35\n batches_per_epoch: 35\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/35 [00:00<?, ?it/s]\n 3%|▎ | 1/35 [00:02<01:36, 2.82s/it]\n 6%|▌ | 2/35 [00:03<00:55, 1.68s/it]\n 9%|▊ | 3/35 [00:06<01:10, 2.21s/it]\n 11%|█▏ | 4/35 [00:08<01:08, 2.22s/it]\n 14%|█▍ | 5/35 [00:11<01:06, 2.22s/it]\n 17%|█▋ | 6/35 [00:11<00:51, 1.77s/it]\n 20%|██ | 7/35 [00:13<00:47, 1.69s/it]\n 23%|██▎ | 8/35 [00:15<00:51, 1.92s/it]\n 26%|██▌ | 9/35 [00:18<00:54, 2.10s/it]\n 29%|██▊ | 10/35 [00:20<00:52, 2.12s/it]\n 31%|███▏ | 11/35 [00:23<00:57, 2.39s/it]\n 34%|███▍ | 12/35 [00:25<00:55, 2.42s/it]\n 37%|███▋ | 13/35 [00:28<00:56, 2.59s/it]\n 40%|████ | 14/35 [00:30<00:48, 2.31s/it]\n 43%|████▎ | 15/35 [00:33<00:49, 2.47s/it]\n 46%|████▌ | 16/35 [00:35<00:45, 2.37s/it]\n 49%|████▊ | 17/35 [00:36<00:36, 2.02s/it]\n 51%|█████▏ | 18/35 [00:39<00:35, 2.09s/it]\n 54%|█████▍ | 19/35 [00:41<00:37, 2.32s/it]\n10759 0.3324 0.0160 0.0012 : 54%|█████▍ | 19/35 [00:44<00:37, 2.32s/it]\n10759 0.3324 0.0160 0.0012 : 57%|█████▋ | 20/35 [00:44<00:36, 2.43s/it]\n10759 0.3324 0.0160 0.0012 : 60%|██████ | 21/35 [00:47<00:35, 2.56s/it]\n10759 0.3324 0.0160 0.0012 : 63%|██████▎ | 22/35 [00:48<00:26, 2.06s/it]\n10759 0.3324 0.0160 0.0012 : 66%|██████▌ | 23/35 [00:50<00:24, 2.06s/it]\n10759 0.3324 0.0160 0.0012 : 69%|██████▊ | 24/35 [00:52<00:21, 1.96s/it]\n10759 0.3324 0.0160 0.0012 : 71%|███████▏ | 25/35 [00:54<00:19, 1.95s/it]\n10759 0.3324 0.0160 0.0012 : 74%|███████▍ | 26/35 [00:56<00:18, 2.05s/it]\n10759 0.3324 0.0160 0.0012 : 77%|███████▋ | 27/35 [00:57<00:13, 1.71s/it]\n10759 0.3324 0.0160 0.0012 : 80%|████████ | 28/35 [01:00<00:14, 2.10s/it]\n10759 0.3324 0.0160 0.0012 : 83%|████████▎ | 29/35 [01:02<00:12, 2.03s/it]\n10759 0.3324 0.0160 0.0012 : 86%|████████▌ | 30/35 [01:04<00:10, 2.03s/it]\n10759 0.3324 0.0160 0.0012 : 89%|████████▊ | 31/35 [01:06<00:07, 1.99s/it]\n10759 0.3324 0.0160 0.0012 : 91%|█████████▏| 32/35 [01:09<00:06, 2.29s/it]\n10759 0.3324 0.0160 0.0012 : 94%|█████████▍| 33/35 [01:11<00:04, 2.41s/it]\n10759 0.3324 0.0160 0.0012 : 97%|█████████▋| 34/35 [01:14<00:02, 2.41s/it]\n10759 0.3324 0.0160 0.0012 : 100%|██████████| 35/35 [01:15<00:00, 2.14s/it]\n10759 0.3324 0.0160 0.0012 : 100%|██████████| 35/35 [01:15<00:00, 2.16s/it]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 5\n epoch_size: 35\n batches_per_epoch: 35\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/35 [00:00<?, ?it/s]\n 3%|▎ | 1/35 [00:02<01:14, 2.20s/it]\n 6%|▌ | 2/35 [00:04<01:19, 2.41s/it]\n 9%|▊ | 3/35 [00:07<01:14, 2.34s/it]\n 11%|█▏ | 4/35 [00:08<01:04, 2.07s/it]\n 14%|█▍ | 5/35 [00:09<00:49, 1.66s/it]\n 17%|█▋ | 6/35 [00:11<00:48, 1.66s/it]\n 20%|██ | 7/35 [00:13<00:48, 1.73s/it]\n 23%|██▎ | 8/35 [00:14<00:43, 1.60s/it]\n 26%|██▌ | 9/35 [00:15<00:38, 1.48s/it]\n 29%|██▊ | 10/35 [00:17<00:37, 1.50s/it]\n 31%|███▏ | 11/35 [00:19<00:43, 1.81s/it]\n 34%|███▍ | 12/35 [00:22<00:49, 2.16s/it]\n 37%|███▋ | 13/35 [00:23<00:41, 1.87s/it]\n 40%|████ | 14/35 [00:27<00:47, 2.28s/it]\n 43%|████▎ | 15/35 [00:28<00:37, 1.86s/it]\n 46%|████▌ | 16/35 [00:30<00:38, 2.03s/it]\n 49%|████▊ | 17/35 [00:33<00:41, 2.32s/it]\n 51%|█████▏ | 18/35 [00:35<00:36, 2.12s/it]\n 54%|█████▍ | 19/35 [00:37<00:33, 2.10s/it]\n10794 0.3019 0.0191 0.0018 : 54%|█████▍ | 19/35 [00:38<00:33, 2.10s/it]\n10794 0.3019 0.0191 0.0018 : 57%|█████▋ | 20/35 [00:38<00:28, 1.93s/it]\n10794 0.3019 0.0191 0.0018 : 60%|██████ | 21/35 [00:40<00:26, 1.91s/it]\n10794 0.3019 0.0191 0.0018 : 63%|██████▎ | 22/35 [00:43<00:28, 2.22s/it]\n10794 0.3019 0.0191 0.0018 : 66%|██████▌ | 23/35 [00:44<00:21, 1.83s/it]\n10794 0.3019 0.0191 0.0018 : 69%|██████▊ | 24/35 [00:45<00:18, 1.68s/it]\n10794 0.3019 0.0191 0.0018 : 71%|███████▏ | 25/35 [00:46<00:14, 1.45s/it]\n10794 0.3019 0.0191 0.0018 : 74%|███████▍ | 26/35 [00:48<00:13, 1.49s/it]\n10794 0.3019 0.0191 0.0018 : 77%|███████▋ | 27/35 [00:49<00:11, 1.50s/it]\n10794 0.3019 0.0191 0.0018 : 80%|████████ | 28/35 [00:52<00:13, 1.94s/it]\n10794 0.3019 0.0191 0.0018 : 83%|████████▎ | 29/35 [00:55<00:13, 2.25s/it]\n10794 0.3019 0.0191 0.0018 : 86%|████████▌ | 30/35 [00:57<00:10, 2.14s/it]\n10794 0.3019 0.0191 0.0018 : 89%|████████▊ | 31/35 [00:58<00:07, 1.86s/it]\n10794 0.3019 0.0191 0.0018 : 91%|█████████▏| 32/35 [01:01<00:06, 2.05s/it]\n10794 0.3019 0.0191 0.0018 : 94%|█████████▍| 33/35 [01:02<00:03, 1.71s/it]\n10794 0.3019 0.0191 0.0018 : 97%|█████████▋| 34/35 [01:03<00:01, 1.56s/it]\n10794 0.3019 0.0191 0.0018 : 100%|██████████| 35/35 [01:06<00:00, 1.98s/it]\n10794 0.3019 0.0191 0.0018 : 100%|██████████| 35/35 [01:06<00:00, 1.90s/it]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 6\n epoch_size: 35\n batches_per_epoch: 35\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/35 [00:00<?, ?it/s]\n 3%|▎ | 1/35 [00:02<01:09, 2.03s/it]\n 6%|▌ | 2/35 [00:05<01:30, 2.73s/it]\n 9%|▊ | 3/35 [00:07<01:21, 2.53s/it]\n 11%|█▏ | 4/35 [00:09<01:14, 2.41s/it]\n 14%|█▍ | 5/35 [00:10<00:55, 1.86s/it]\n 17%|█▋ | 6/35 [00:12<00:50, 1.74s/it]\n 20%|██ | 7/35 [00:15<01:00, 2.15s/it]\n 23%|██▎ | 8/35 [00:17<01:02, 2.32s/it]\n 26%|██▌ | 9/35 [00:19<00:55, 2.12s/it]\n 29%|██▊ | 10/35 [00:20<00:43, 1.74s/it]\n 31%|███▏ | 11/35 [00:22<00:44, 1.87s/it]\n 34%|███▍ | 12/35 [00:23<00:38, 1.67s/it]\n 37%|███▋ | 13/35 [00:25<00:38, 1.73s/it]\n 40%|████ | 14/35 [00:27<00:39, 1.89s/it]\n 43%|████▎ | 15/35 [00:29<00:37, 1.90s/it]\n 46%|████▌ | 16/35 [00:32<00:41, 2.18s/it]\n 49%|████▊ | 17/35 [00:34<00:36, 2.03s/it]\n 51%|█████▏ | 18/35 [00:35<00:30, 1.78s/it]\n 54%|█████▍ | 19/35 [00:38<00:32, 2.01s/it]\n10829 0.2976 0.0185 0.0013 : 54%|█████▍ | 19/35 [00:40<00:32, 2.01s/it]\n10829 0.2976 0.0185 0.0013 : 57%|█████▋ | 20/35 [00:40<00:33, 2.21s/it]\n10829 0.2976 0.0185 0.0013 : 60%|██████ | 21/35 [00:43<00:32, 2.35s/it]\n10829 0.2976 0.0185 0.0013 : 63%|██████▎ | 22/35 [00:44<00:27, 2.11s/it]\n10829 0.2976 0.0185 0.0013 : 66%|██████▌ | 23/35 [00:47<00:27, 2.28s/it]\n10829 0.2976 0.0185 0.0013 : 69%|██████▊ | 24/35 [00:49<00:22, 2.06s/it]\n10829 0.2976 0.0185 0.0013 : 71%|███████▏ | 25/35 [00:51<00:21, 2.12s/it]\n10829 0.2976 0.0185 0.0013 : 74%|███████▍ | 26/35 [00:53<00:18, 2.00s/it]\n10829 0.2976 0.0185 0.0013 : 77%|███████▋ | 27/35 [00:55<00:17, 2.21s/it]\n10829 0.2976 0.0185 0.0013 : 80%|████████ | 28/35 [00:57<00:14, 2.11s/it]\n10829 0.2976 0.0185 0.0013 : 83%|████████▎ | 29/35 [00:59<00:12, 2.05s/it]\n10829 0.2976 0.0185 0.0013 : 86%|████████▌ | 30/35 [01:01<00:09, 1.91s/it]\n10829 0.2976 0.0185 0.0013 : 89%|████████▊ | 31/35 [01:03<00:08, 2.14s/it]\n10829 0.2976 0.0185 0.0013 : 91%|█████████▏| 32/35 [01:05<00:06, 2.06s/it]\n10829 0.2976 0.0185 0.0013 : 94%|█████████▍| 33/35 [01:07<00:03, 1.80s/it]\n10829 0.2976 0.0185 0.0013 : 97%|█████████▋| 34/35 [01:07<00:01, 1.53s/it]\n10829 0.2976 0.0185 0.0013 : 100%|██████████| 35/35 [01:10<00:00, 1.76s/it]\n10829 0.2976 0.0185 0.0013 : 100%|██████████| 35/35 [01:10<00:00, 2.01s/it]\nSetting up [LPIPS] perceptual loss: trunk [vgg], v[0.1], spatial [off]\nLoading model from: /root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/lpips/weights/v0.1/vgg.pth\nDetected LLFF dataset\nUsing pre-scaled images from /root/.cache/arf/data/llff/room/images_4\nLoaded LLFF data /root/.cache/arf/data/llff/room 10.706691140704915 91.66782174279389\nrecentered (3, 4)\n[1.7806027 6.0023217]\nOverriding offset 250-> 250\ndmin = 1.780603, dmax = 6.002322, invz = 0, offset = 250\n\n 0%| | 0/6 [00:00<?, ?it/s]\n 50%|█████ | 3/6 [00:00<00:00, 26.70it/s]\n100%|██████████| 6/6 [00:00<00:00, 29.24it/s]\n\n 0%| | 0/120 [00:00<?, ?it/s]\n100%|██████████| 120/120 [00:00<00:00, 93449.03it/s]\nz_bounds from LLFF: [1.7806026935577393, 6.002321720123291] (not used)\nscene_radius [1.496031746031746, 1.6613756613756614, 1.0]\nWriting to /root/.cache/arf/ckpt_arf/llff/room/6a105837-ea37-4dd4-b598-503144108999/test_renders_path\n\n 0%| | 0/120 [00:00<?, ?it/s]\n 1%| | 1/120 [00:00<01:09, 1.72it/s]\n 2%|▏ | 2/120 [00:01<01:04, 1.82it/s]\n 2%|▎ | 3/120 [00:01<01:03, 1.84it/s]\n 3%|▎ | 4/120 [00:02<01:03, 1.83it/s]\n 4%|▍ | 5/120 [00:02<01:03, 1.82it/s]\n 5%|▌ | 6/120 [00:03<01:03, 1.81it/s]\n 6%|▌ | 7/120 [00:03<01:02, 1.80it/s]\n 7%|▋ | 8/120 [00:04<01:01, 1.81it/s]\n 8%|▊ | 9/120 [00:04<01:00, 1.82it/s]\n 8%|▊ | 10/120 [00:05<00:59, 1.85it/s]\n 9%|▉ | 11/120 [00:05<00:58, 1.88it/s]\n 10%|█ | 12/120 [00:06<00:56, 1.91it/s]\n 11%|█ | 13/120 [00:06<00:54, 1.96it/s]\n 12%|█▏ | 14/120 [00:07<00:53, 2.00it/s]\n 12%|█▎ | 15/120 [00:07<00:51, 2.04it/s]\n 13%|█▎ | 16/120 [00:08<00:50, 2.06it/s]\n 14%|█▍ | 17/120 [00:08<00:49, 2.09it/s]\n 15%|█▌ | 18/120 [00:09<00:48, 2.09it/s]\n 16%|█▌ | 19/120 [00:09<00:48, 2.08it/s]\n 17%|█▋ | 20/120 [00:10<00:48, 2.05it/s]\n 18%|█▊ | 21/120 [00:10<00:49, 2.01it/s]\n 18%|█▊ | 22/120 [00:11<00:49, 1.96it/s]\n 19%|█▉ | 23/120 [00:11<00:50, 1.92it/s]\n 20%|██ | 24/120 [00:12<00:51, 1.87it/s]\n 21%|██ | 25/120 [00:13<00:51, 1.84it/s]\n 22%|██▏ | 26/120 [00:13<00:51, 1.81it/s]\n 22%|██▎ | 27/120 [00:14<00:51, 1.79it/s]\n 23%|██▎ | 28/120 [00:14<00:51, 1.78it/s]\n 24%|██▍ | 29/120 [00:15<00:51, 1.78it/s]\n 25%|██▌ | 30/120 [00:15<00:50, 1.79it/s]\n 26%|██▌ | 31/120 [00:16<00:48, 1.82it/s]\n 27%|██▋ | 32/120 [00:16<00:48, 1.82it/s]\n 28%|██▊ | 33/120 [00:17<00:48, 1.81it/s]\n 28%|██▊ | 34/120 [00:18<00:47, 1.80it/s]\n 29%|██▉ | 35/120 [00:18<00:47, 1.79it/s]\n 30%|███ | 36/120 [00:19<00:47, 1.78it/s]\n 31%|███ | 37/120 [00:19<00:46, 1.78it/s]\n 32%|███▏ | 38/120 [00:20<00:45, 1.79it/s]\n 32%|███▎ | 39/120 [00:20<00:44, 1.80it/s]\n 33%|███▎ | 40/120 [00:21<00:43, 1.83it/s]\n 34%|███▍ | 41/120 [00:21<00:42, 1.86it/s]\n 35%|███▌ | 42/120 [00:22<00:40, 1.91it/s]\n 36%|███▌ | 43/120 [00:22<00:39, 1.96it/s]\n 37%|███▋ | 44/120 [00:23<00:37, 2.00it/s]\n 38%|███▊ | 45/120 [00:23<00:36, 2.04it/s]\n 38%|███▊ | 46/120 [00:24<00:35, 2.07it/s]\n 39%|███▉ | 47/120 [00:24<00:34, 2.09it/s]\n 40%|████ | 48/120 [00:25<00:34, 2.09it/s]\n 41%|████ | 49/120 [00:25<00:34, 2.08it/s]\n 42%|████▏ | 50/120 [00:26<00:34, 2.06it/s]\n 42%|████▎ | 51/120 [00:26<00:34, 2.02it/s]\n 43%|████▎ | 52/120 [00:27<00:34, 1.97it/s]\n 44%|████▍ | 53/120 [00:27<00:34, 1.92it/s]\n 45%|████▌ | 54/120 [00:28<00:35, 1.87it/s]\n 46%|████▌ | 55/120 [00:28<00:35, 1.83it/s]\n 47%|████▋ | 56/120 [00:29<00:35, 1.80it/s]\n 48%|████▊ | 57/120 [00:30<00:35, 1.78it/s]\n 48%|████▊ | 58/120 [00:30<00:35, 1.76it/s]\n 49%|████▉ | 59/120 [00:31<00:34, 1.76it/s]\n 50%|█████ | 60/120 [00:31<00:33, 1.78it/s]\n 51%|█████ | 61/120 [00:32<00:32, 1.81it/s]\n 52%|█████▏ | 62/120 [00:32<00:32, 1.81it/s]\n 52%|█████▎ | 63/120 [00:33<00:31, 1.79it/s]\n 53%|█████▎ | 64/120 [00:34<00:31, 1.77it/s]\n 54%|█████▍ | 65/120 [00:34<00:31, 1.75it/s]\n 55%|█████▌ | 66/120 [00:35<00:31, 1.74it/s]\n 56%|█████▌ | 67/120 [00:35<00:30, 1.73it/s]\n 57%|█████▋ | 68/120 [00:36<00:29, 1.73it/s]\n 57%|█████▊ | 69/120 [00:36<00:29, 1.75it/s]\n 58%|█████▊ | 70/120 [00:37<00:28, 1.76it/s]\n 59%|█████▉ | 71/120 [00:38<00:27, 1.80it/s]\n 60%|██████ | 72/120 [00:38<00:26, 1.83it/s]\n 61%|██████ | 73/120 [00:39<00:25, 1.87it/s]\n 62%|██████▏ | 74/120 [00:39<00:24, 1.91it/s]\n 62%|██████▎ | 75/120 [00:40<00:22, 1.96it/s]\n 63%|██████▎ | 76/120 [00:40<00:22, 1.98it/s]\n 64%|██████▍ | 77/120 [00:41<00:21, 2.00it/s]\n 65%|██████▌ | 78/120 [00:41<00:20, 2.01it/s]\n 66%|██████▌ | 79/120 [00:42<00:20, 2.00it/s]\n 67%|██████▋ | 80/120 [00:42<00:20, 1.98it/s]\n 68%|██████▊ | 81/120 [00:43<00:20, 1.95it/s]\n 68%|██████▊ | 82/120 [00:43<00:19, 1.91it/s]\n 69%|██████▉ | 83/120 [00:44<00:19, 1.86it/s]\n 70%|███████ | 84/120 [00:44<00:19, 1.82it/s]\n 71%|███████ | 85/120 [00:45<00:19, 1.79it/s]\n 72%|███████▏ | 86/120 [00:45<00:19, 1.77it/s]\n 72%|███████▎ | 87/120 [00:46<00:18, 1.75it/s]\n 73%|███████▎ | 88/120 [00:47<00:18, 1.74it/s]\n 74%|███████▍ | 89/120 [00:47<00:17, 1.75it/s]\n 75%|███████▌ | 90/120 [00:48<00:17, 1.76it/s]\n 76%|███████▌ | 91/120 [00:48<00:16, 1.78it/s]\n 77%|███████▋ | 92/120 [00:49<00:15, 1.79it/s]\n 78%|███████▊ | 93/120 [00:49<00:15, 1.79it/s]\n 78%|███████▊ | 94/120 [00:50<00:14, 1.79it/s]\n 79%|███████▉ | 95/120 [00:51<00:14, 1.78it/s]\n 80%|████████ | 96/120 [00:51<00:13, 1.78it/s]\n 81%|████████ | 97/120 [00:52<00:12, 1.79it/s]\n 82%|████████▏ | 98/120 [00:52<00:12, 1.80it/s]\n 82%|████████▎ | 99/120 [00:53<00:11, 1.82it/s]\n 83%|████████▎ | 100/120 [00:53<00:10, 1.85it/s]\n 84%|████████▍ | 101/120 [00:54<00:10, 1.89it/s]\n 85%|████████▌ | 102/120 [00:54<00:09, 1.94it/s]\n 86%|████████▌ | 103/120 [00:55<00:08, 1.99it/s]\n 87%|████████▋ | 104/120 [00:55<00:07, 2.04it/s]\n 88%|████████▊ | 105/120 [00:56<00:07, 2.09it/s]\n 88%|████████▊ | 106/120 [00:56<00:06, 2.11it/s]\n 89%|████████▉ | 107/120 [00:57<00:06, 2.14it/s]\n 90%|█████████ | 108/120 [00:57<00:05, 2.15it/s]\n 91%|█████████ | 109/120 [00:57<00:05, 2.14it/s]\n 92%|█████████▏| 110/120 [00:58<00:04, 2.12it/s]\n 92%|█████████▎| 111/120 [00:58<00:04, 2.08it/s]\n 93%|█████████▎| 112/120 [00:59<00:03, 2.03it/s]\n 94%|█████████▍| 113/120 [00:59<00:03, 1.98it/s]\n 95%|█████████▌| 114/120 [01:00<00:03, 1.94it/s]\n 96%|█████████▌| 115/120 [01:01<00:02, 1.90it/s]\n 97%|█████████▋| 116/120 [01:01<00:02, 1.87it/s]\n 98%|█████████▊| 117/120 [01:02<00:01, 1.84it/s]\n 98%|█████████▊| 118/120 [01:02<00:01, 1.83it/s]\n 99%|█████████▉| 119/120 [01:03<00:00, 1.83it/s]\n100%|██████████| 120/120 [01:03<00:00, 1.85it/s]\n100%|██████████| 120/120 [01:03<00:00, 1.88it/s]\nIMAGEIO FFMPEG_WRITER WARNING: input image is not divisible by macro_block_size=8, resizing from (1008, 756) to (1008, 760) to ensure video compatibility with most codecs and players. To prevent resizing, make your input image divisible by the macro_block_size or set the macro_block_size to 1 (risking incompatibility).", "metrics": { "predict_time": 698.698873, "total_time": 1009.120283 }, "output": "https://replicate.delivery/mgxm/d00311f3-bd26-4652-b8e0-4d26358ef17a/test_renders_path.mp4", "started_at": "2022-06-24T02:14:38.219162Z", "status": "succeeded", "urls": { "get": "https://api.replicate.com/v1/predictions/wq7bgj27rbhhtbqexjugnsnuaa", "cancel": "https://api.replicate.com/v1/predictions/wq7bgj27rbhhtbqexjugnsnuaa/cancel" }, "version": "7bb81e4046b96358001e6275e36eee3e7228fe9f1a0e1515a5f553cbbcad07e7" }Generated inDownloading checkpoint for room Detected LLFF dataset Using pre-scaled images from /root/.cache/arf/data/llff/room/images_4 Loaded LLFF data /root/.cache/arf/data/llff/room 10.706691140704915 91.66782174279389 recentered (3, 4) [1.7806027 6.0023217] Overriding offset 250-> 250 dmin = 1.780603, dmax = 6.002322, invz = 0, offset = 250 0%| | 0/35 [00:00<?, ?it/s] 3%|▎ | 1/35 [00:00<00:03, 9.89it/s] 14%|█▍ | 5/35 [00:00<00:01, 25.42it/s] 26%|██▌ | 9/35 [00:00<00:00, 30.19it/s] 37%|███▋ | 13/35 [00:00<00:00, 32.42it/s] 49%|████▊ | 17/35 [00:00<00:00, 33.45it/s] 60%|██████ | 21/35 [00:00<00:00, 34.55it/s] 71%|███████▏ | 25/35 [00:00<00:00, 35.50it/s] 83%|████████▎ | 29/35 [00:00<00:00, 35.89it/s] 94%|█████████▍| 33/35 [00:00<00:00, 36.17it/s] 100%|██████████| 35/35 [00:01<00:00, 33.61it/s] z_bounds from LLFF: [1.7806026935577393, 6.002321720123291] (not used) scene_radius [1.496031746031746, 1.6613756613756614, 1.0] Generating rays, scaling factor 1 ic| "Loaded ckpt: ": 'Loaded ckpt: ' args.init_ckpt: '/root/.cache/arf/ckpt_svox2/llff/room/ckpt.npz' ic| grid.basis_dim: 1 Render options RenderOptions(backend='cuvol', background_brightness=0.5, step_size=0.5, sigma_thresh=1e-08, stop_thresh=1e-07, last_sample_opaque=False, near_clip=0.0, use_spheric_clip=False, random_sigma_std=0.0, random_sigma_std_background=0.0) opt_style.py:508: DeprecationWarning: Starting with ImageIO v3 the behavior of this function will switch to that of iio.v3.imread. To keep the current behavior (and make this warning dissapear) use `import imageio.v2 as imageio` or call `imageio.v2.imread` directly. style_img = imageio.imread(args.style).astype(np.float32) / 255.0 ic| "Style image: ": 'Style image: ' args.style: '/tmp/tmpviwijbsm941d4f18-97f8-4bdf-a0e6-bec0acd53301.png' style_img.shape: torch.Size([504, 420, 3]) Downloading: "https://download.pytorch.org/models/vgg16-397923af.pth" to /root/.cache/torch/hub/checkpoints/vgg16-397923af.pth 0%| | 0.00/528M [00:00<?, ?B/s] 0%| | 640k/528M [00:00<01:25, 6.47MB/s] 0%| | 1.66M/528M [00:00<01:02, 8.88MB/s] 1%| | 3.33M/528M [00:00<00:43, 12.7MB/s] 1%| | 5.96M/528M [00:00<00:29, 18.5MB/s] 2%|▏ | 10.0M/528M [00:00<00:20, 27.1MB/s] 3%|▎ | 16.5M/528M [00:00<00:13, 41.0MB/s] 5%|▌ | 27.1M/528M [00:00<00:08, 63.6MB/s] 8%|▊ | 44.1M/528M [00:00<00:05, 100MB/s] 13%|█▎ | 70.4M/528M [00:00<00:03, 155MB/s] 18%|█▊ | 96.5M/528M [00:01<00:02, 191MB/s] 24%|██▎ | 125M/528M [00:01<00:01, 224MB/s] 29%|██▉ | 153M/528M [00:01<00:01, 244MB/s] 34%|███▎ | 177M/528M [00:01<00:01, 247MB/s] 38%|███▊ | 200M/528M [00:01<00:01, 232MB/s] 43%|████▎ | 226M/528M [00:01<00:01, 241MB/s] 47%|████▋ | 249M/528M [00:01<00:01, 229MB/s] 52%|█████▏ | 275M/528M [00:01<00:01, 241MB/s] 57%|█████▋ | 300M/528M [00:01<00:00, 249MB/s] 61%|██████▏ | 324M/528M [00:01<00:00, 236MB/s] 66%|██████▌ | 347M/528M [00:02<00:00, 236MB/s] 70%|███████ | 370M/528M [00:02<00:00, 221MB/s] 75%|███████▌ | 397M/528M [00:02<00:00, 239MB/s] 80%|████████ | 423M/528M [00:02<00:00, 246MB/s] 85%|████████▍ | 446M/528M [00:02<00:00, 241MB/s] 90%|████████▉ | 473M/528M [00:02<00:00, 253MB/s] 95%|█████████▍| 501M/528M [00:02<00:00, 263MB/s] 100%|█████████▉| 527M/528M [00:02<00:00, 265MB/s] 100%|██████████| 528M/528M [00:02<00:00, 197MB/s] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 0 epoch_size: 26671680 batches_per_epoch: 5335 batch_size: 5000 optim_type: 'ray' 0%| | 0/5335 [00:00<?, ?it/s] 0%| | 3/5335 [00:00<03:11, 27.86it/s] 0%| | 7/5335 [00:00<02:41, 32.92it/s] 0%| | 12/5335 [00:00<02:17, 38.64it/s] 0%| | 17/5335 [00:00<02:04, 42.69it/s] 19 12.6034 : 0%| | 17/5335 [00:00<02:04, 42.69it/s] 19 12.6034 : 0%| | 23/5335 [00:00<01:53, 46.70it/s] 19 12.6034 : 1%| | 29/5335 [00:00<01:46, 49.92it/s] 19 12.6034 : 1%| | 35/5335 [00:00<01:40, 52.75it/s] 39 14.0885 : 1%| | 35/5335 [00:00<01:40, 52.75it/s] 39 14.0885 : 1%| | 42/5335 [00:00<01:32, 57.22it/s] 39 14.0885 : 1%| | 50/5335 [00:00<01:23, 63.46it/s] 39 14.0885 : 1%| | 59/5335 [00:01<01:14, 70.49it/s] 59 17.0749 : 1%| | 59/5335 [00:01<01:14, 70.49it/s] 59 17.0749 : 1%|▏ | 68/5335 [00:01<01:09, 75.40it/s] 59 17.0749 : 1%|▏ | 77/5335 [00:01<01:06, 78.66it/s] 79 15.8040 : 1%|▏ | 77/5335 [00:01<01:06, 78.66it/s] 79 15.8040 : 2%|▏ | 86/5335 [00:01<01:04, 80.76it/s] 79 15.8040 : 2%|▏ | 95/5335 [00:01<01:03, 82.00it/s] 99 14.9307 : 2%|▏ | 95/5335 [00:01<01:03, 82.00it/s] 99 14.9307 : 2%|▏ | 104/5335 [00:01<01:02, 83.24it/s] 99 14.9307 : 2%|▏ | 113/5335 [00:01<01:02, 83.33it/s] 119 13.6552 : 2%|▏ | 113/5335 [00:01<01:02, 83.33it/s] 119 13.6552 : 2%|▏ | 122/5335 [00:01<01:04, 80.42it/s] 119 13.6552 : 2%|▏ | 131/5335 [00:01<01:08, 75.57it/s] 119 13.6552 : 3%|▎ | 139/5335 [00:02<01:13, 71.07it/s] 139 14.1034 : 3%|▎ | 139/5335 [00:02<01:13, 71.07it/s] 139 14.1034 : 3%|▎ | 147/5335 [00:02<01:17, 67.26it/s] 139 14.1034 : 3%|▎ | 154/5335 [00:02<01:18, 66.26it/s] 159 13.3448 : 3%|▎ | 154/5335 [00:02<01:18, 66.26it/s] 159 13.3448 : 3%|▎ | 161/5335 [00:02<01:17, 66.65it/s] 159 13.3448 : 3%|▎ | 168/5335 [00:02<01:17, 66.34it/s] 159 13.3448 : 3%|▎ | 175/5335 [00:02<01:16, 67.26it/s] 179 15.6735 : 3%|▎ | 175/5335 [00:02<01:16, 67.26it/s] 179 15.6735 : 3%|▎ | 183/5335 [00:02<01:14, 68.83it/s] 179 15.6735 : 4%|▎ | 191/5335 [00:02<01:12, 70.85it/s] 199 19.1180 : 4%|▎ | 191/5335 [00:02<01:12, 70.85it/s] 199 19.1180 : 4%|▎ | 200/5335 [00:02<01:07, 76.12it/s] 199 19.1180 : 4%|▍ | 211/5335 [00:03<01:00, 84.95it/s] 219 21.4913 : 4%|▍ | 211/5335 [00:03<01:00, 84.95it/s] 219 21.4913 : 4%|▍ | 222/5335 [00:03<00:56, 91.30it/s] 219 21.4913 : 4%|▍ | 233/5335 [00:03<00:53, 96.01it/s] 239 19.7939 : 4%|▍ | 233/5335 [00:03<00:53, 96.01it/s] 239 19.7939 : 5%|▍ | 244/5335 [00:03<00:52, 97.46it/s] 239 19.7939 : 5%|▍ | 255/5335 [00:03<00:51, 99.44it/s] 259 17.1066 : 5%|▍ | 255/5335 [00:03<00:51, 99.44it/s] 259 17.1066 : 5%|▍ | 266/5335 [00:03<00:50, 99.97it/s] 259 17.1066 : 5%|▌ | 277/5335 [00:03<00:52, 96.54it/s] 279 17.3089 : 5%|▌ | 277/5335 [00:03<00:52, 96.54it/s] 279 17.3089 : 5%|▌ | 287/5335 [00:03<00:55, 90.62it/s] 279 17.3089 : 6%|▌ | 297/5335 [00:03<00:59, 84.64it/s] 299 18.1470 : 6%|▌ | 297/5335 [00:04<00:59, 84.64it/s] 299 18.1470 : 6%|▌ | 306/5335 [00:04<01:01, 81.13it/s] 299 18.1470 : 6%|▌ | 315/5335 [00:04<01:07, 74.25it/s] 319 16.3466 : 6%|▌ | 315/5335 [00:04<01:07, 74.25it/s] 319 16.3466 : 6%|▌ | 323/5335 [00:04<01:12, 69.44it/s] 319 16.3466 : 6%|▌ | 331/5335 [00:04<01:13, 68.01it/s] 319 16.3466 : 6%|▋ | 338/5335 [00:04<01:14, 67.45it/s] 339 18.1447 : 6%|▋ | 338/5335 [00:04<01:14, 67.45it/s] 339 18.1447 : 6%|▋ | 346/5335 [00:04<01:11, 69.91it/s] 339 18.1447 : 7%|▋ | 355/5335 [00:04<01:06, 75.22it/s] 359 22.7951 : 7%|▋ | 355/5335 [00:04<01:06, 75.22it/s] 359 22.7951 : 7%|▋ | 366/5335 [00:04<00:59, 83.18it/s] 359 22.7951 : 7%|▋ | 377/5335 [00:05<00:56, 88.18it/s] 379 21.1376 : 7%|▋ | 377/5335 [00:05<00:56, 88.18it/s] 379 21.1376 : 7%|▋ | 387/5335 [00:05<00:54, 91.08it/s] 379 21.1376 : 7%|▋ | 397/5335 [00:05<00:52, 93.19it/s] 399 22.9419 : 7%|▋ | 397/5335 [00:05<00:52, 93.19it/s] 399 22.9419 : 8%|▊ | 407/5335 [00:05<00:52, 94.71it/s] 399 22.9419 : 8%|▊ | 417/5335 [00:05<00:51, 95.68it/s] 419 18.3182 : 8%|▊ | 417/5335 [00:05<00:51, 95.68it/s] 419 18.3182 : 8%|▊ | 427/5335 [00:05<00:52, 93.01it/s] 419 18.3182 : 8%|▊ | 437/5335 [00:05<00:56, 86.61it/s] 439 20.5807 : 8%|▊ | 437/5335 [00:05<00:56, 86.61it/s] 439 20.5807 : 8%|▊ | 446/5335 [00:05<01:00, 80.93it/s] 439 20.5807 : 9%|▊ | 455/5335 [00:05<01:03, 77.12it/s] 459 14.3792 : 9%|▊ | 455/5335 [00:06<01:03, 77.12it/s] 459 14.3792 : 9%|▊ | 463/5335 [00:06<01:10, 68.66it/s] 459 14.3792 : 9%|▉ | 471/5335 [00:06<01:19, 60.80it/s] 459 14.3792 : 9%|▉ | 478/5335 [00:06<01:26, 56.24it/s] 479 19.2272 : 9%|▉ | 478/5335 [00:06<01:26, 56.24it/s] 479 19.2272 : 9%|▉ | 484/5335 [00:06<01:28, 54.51it/s] 479 19.2272 : 9%|▉ | 490/5335 [00:06<01:30, 53.48it/s] 479 19.2272 : 9%|▉ | 496/5335 [00:06<01:28, 54.39it/s] 499 21.6345 : 9%|▉ | 496/5335 [00:06<01:28, 54.39it/s] 499 21.6345 : 9%|▉ | 503/5335 [00:06<01:23, 57.76it/s] 499 21.6345 : 10%|▉ | 511/5335 [00:06<01:16, 62.74it/s] 519 25.3546 : 10%|▉ | 511/5335 [00:07<01:16, 62.74it/s] 519 25.3546 : 10%|▉ | 520/5335 [00:07<01:10, 67.92it/s] 519 25.3546 : 10%|▉ | 529/5335 [00:07<01:06, 72.11it/s] 519 25.3546 : 10%|█ | 538/5335 [00:07<01:04, 74.74it/s] 539 22.8381 : 10%|█ | 538/5335 [00:07<01:04, 74.74it/s] 539 22.8381 : 10%|█ | 546/5335 [00:07<01:03, 75.92it/s] 539 22.8381 : 10%|█ | 554/5335 [00:07<01:02, 76.76it/s] 559 20.9483 : 10%|█ | 554/5335 [00:07<01:02, 76.76it/s] 559 20.9483 : 11%|█ | 563/5335 [00:07<01:01, 77.99it/s] 559 20.9483 : 11%|█ | 571/5335 [00:07<01:01, 76.90it/s] 559 20.9483 : 11%|█ | 579/5335 [00:07<01:04, 73.73it/s] 579 21.2476 : 11%|█ | 579/5335 [00:07<01:04, 73.73it/s] 579 21.2476 : 11%|█ | 587/5335 [00:07<01:08, 68.92it/s] 579 21.2476 : 11%|█ | 594/5335 [00:08<01:12, 65.37it/s] 599 19.3630 : 11%|█ | 594/5335 [00:08<01:12, 65.37it/s] 599 19.3630 : 11%|█▏ | 601/5335 [00:08<01:16, 61.88it/s] 599 19.3630 : 11%|█▏ | 608/5335 [00:08<01:18, 60.38it/s] 599 19.3630 : 12%|█▏ | 615/5335 [00:08<01:20, 58.99it/s] 619 18.5172 : 12%|█▏ | 615/5335 [00:08<01:20, 58.99it/s] 619 18.5172 : 12%|█▏ | 621/5335 [00:08<01:22, 56.86it/s] 619 18.5172 : 12%|█▏ | 627/5335 [00:08<01:23, 56.69it/s] 619 18.5172 : 12%|█▏ | 633/5335 [00:08<01:23, 56.57it/s] 619 18.5172 : 12%|█▏ | 639/5335 [00:08<01:22, 56.81it/s] 639 21.5034 : 12%|█▏ | 639/5335 [00:08<01:22, 56.81it/s] 639 21.5034 : 12%|█▏ | 646/5335 [00:09<01:18, 59.95it/s] 639 21.5034 : 12%|█▏ | 654/5335 [00:09<01:12, 64.62it/s] 659 24.6351 : 12%|█▏ | 654/5335 [00:09<01:12, 64.62it/s] 659 24.6351 : 12%|█▏ | 663/5335 [00:09<01:06, 70.09it/s] 659 24.6351 : 13%|█▎ | 672/5335 [00:09<01:01, 75.25it/s] 679 22.9840 : 13%|█▎ | 672/5335 [00:09<01:01, 75.25it/s] 679 22.9840 : 13%|█▎ | 681/5335 [00:09<00:59, 78.73it/s] 679 22.9840 : 13%|█▎ | 690/5335 [00:09<00:56, 81.63it/s] 679 22.9840 : 13%|█▎ | 699/5335 [00:09<00:55, 83.13it/s] 699 25.6059 : 13%|█▎ | 699/5335 [00:09<00:55, 83.13it/s] 699 25.6059 : 13%|█▎ | 708/5335 [00:09<00:55, 83.66it/s] 699 25.6059 : 13%|█▎ | 717/5335 [00:09<00:54, 84.12it/s] 719 21.3053 : 13%|█▎ | 717/5335 [00:09<00:54, 84.12it/s] 719 21.3053 : 14%|█▎ | 726/5335 [00:09<00:56, 82.02it/s] 719 21.3053 : 14%|█▍ | 735/5335 [00:10<00:58, 78.13it/s] 739 23.5678 : 14%|█▍ | 735/5335 [00:10<00:58, 78.13it/s] 739 23.5678 : 14%|█▍ | 743/5335 [00:10<01:03, 72.80it/s] 739 23.5678 : 14%|█▍ | 751/5335 [00:10<01:07, 67.70it/s] 739 23.5678 : 14%|█▍ | 758/5335 [00:10<01:10, 65.01it/s] 759 16.1115 : 14%|█▍ | 758/5335 [00:10<01:10, 65.01it/s] 759 16.1115 : 14%|█▍ | 765/5335 [00:10<01:10, 64.61it/s] 759 16.1115 : 14%|█▍ | 772/5335 [00:10<01:10, 64.94it/s] 779 20.5395 : 14%|█▍ | 772/5335 [00:10<01:10, 64.94it/s] 779 20.5395 : 15%|█▍ | 780/5335 [00:10<01:07, 67.19it/s] 779 20.5395 : 15%|█▍ | 788/5335 [00:10<01:06, 68.74it/s] 779 20.5395 : 15%|█▍ | 797/5335 [00:11<01:02, 72.79it/s] 799 22.5793 : 15%|█▍ | 797/5335 [00:11<01:02, 72.79it/s] 799 22.5793 : 15%|█▌ | 807/5335 [00:11<00:57, 79.26it/s] 799 22.5793 : 15%|█▌ | 818/5335 [00:11<00:51, 87.12it/s] 819 25.4238 : 15%|█▌ | 818/5335 [00:11<00:51, 87.12it/s] 819 25.4238 : 16%|█▌ | 829/5335 [00:11<00:48, 93.34it/s] 839 25.2205 : 16%|█▌ | 829/5335 [00:11<00:48, 93.34it/s] 839 25.2205 : 16%|█▌ | 840/5335 [00:11<00:45, 97.92it/s] 839 25.2205 : 16%|█▌ | 851/5335 [00:11<00:44, 100.52it/s] 859 24.0685 : 16%|█▌ | 851/5335 [00:11<00:44, 100.52it/s] 859 24.0685 : 16%|█▌ | 862/5335 [00:11<00:44, 101.31it/s] 859 24.0685 : 16%|█▋ | 873/5335 [00:11<00:43, 101.70it/s] 879 24.2518 : 16%|█▋ | 873/5335 [00:11<00:43, 101.70it/s] 879 24.2518 : 17%|█▋ | 884/5335 [00:11<00:45, 98.40it/s] 879 24.2518 : 17%|█▋ | 894/5335 [00:12<00:48, 92.16it/s] 899 24.8153 : 17%|█▋ | 894/5335 [00:12<00:48, 92.16it/s] 899 24.8153 : 17%|█▋ | 904/5335 [00:12<00:52, 85.07it/s] 899 24.8153 : 17%|█▋ | 913/5335 [00:12<00:54, 80.87it/s] 919 20.8635 : 17%|█▋ | 913/5335 [00:12<00:54, 80.87it/s] 919 20.8635 : 17%|█▋ | 922/5335 [00:12<00:53, 83.08it/s] 919 20.8635 : 17%|█▋ | 933/5335 [00:12<00:49, 88.84it/s] 939 22.4410 : 17%|█▋ | 933/5335 [00:12<00:49, 88.84it/s] 939 22.4410 : 18%|█▊ | 944/5335 [00:12<00:46, 93.79it/s] 939 22.4410 : 18%|█▊ | 957/5335 [00:12<00:42, 103.70it/s] 959 23.6872 : 18%|█▊ | 957/5335 [00:12<00:42, 103.70it/s] 959 23.6872 : 18%|█▊ | 972/5335 [00:12<00:37, 115.32it/s] 979 25.8405 : 18%|█▊ | 972/5335 [00:12<00:37, 115.32it/s] 979 25.8405 : 19%|█▊ | 987/5335 [00:12<00:35, 123.94it/s] 999 25.7600 : 19%|█▊ | 987/5335 [00:12<00:35, 123.94it/s] 999 25.7600 : 19%|█▉ | 1002/5335 [00:13<00:33, 129.99it/s] 999 25.7600 : 19%|█▉ | 1016/5335 [00:13<00:32, 132.53it/s] 1019 23.3207 : 19%|█▉ | 1016/5335 [00:13<00:32, 132.53it/s] 1019 23.3207 : 19%|█▉ | 1030/5335 [00:13<00:32, 132.74it/s] 1039 24.2050 : 19%|█▉ | 1030/5335 [00:13<00:32, 132.74it/s] 1039 24.2050 : 20%|█▉ | 1044/5335 [00:13<00:34, 125.41it/s] 1039 24.2050 : 20%|█▉ | 1057/5335 [00:13<00:37, 115.46it/s] 1059 23.4034 : 20%|█▉ | 1057/5335 [00:13<00:37, 115.46it/s] 1059 23.4034 : 20%|██ | 1069/5335 [00:13<00:39, 107.29it/s] 1079 20.1851 : 20%|██ | 1069/5335 [00:13<00:39, 107.29it/s] 1079 20.1851 : 20%|██ | 1080/5335 [00:13<00:45, 93.87it/s] 1079 20.1851 : 20%|██ | 1090/5335 [00:13<00:48, 88.17it/s] 1099 22.2259 : 20%|██ | 1090/5335 [00:14<00:48, 88.17it/s] 1099 22.2259 : 21%|██ | 1100/5335 [00:14<00:48, 86.86it/s] 1099 22.2259 : 21%|██ | 1110/5335 [00:14<00:47, 89.29it/s] 1119 24.9521 : 21%|██ | 1110/5335 [00:14<00:47, 89.29it/s] 1119 24.9521 : 21%|██ | 1121/5335 [00:14<00:44, 94.18it/s] 1119 24.9521 : 21%|██ | 1132/5335 [00:14<00:42, 98.39it/s] 1139 22.8021 : 21%|██ | 1132/5335 [00:14<00:42, 98.39it/s] 1139 22.8021 : 21%|██▏ | 1143/5335 [00:14<00:41, 101.29it/s] 1139 22.8021 : 22%|██▏ | 1154/5335 [00:14<00:40, 102.90it/s] 1159 24.6413 : 22%|██▏ | 1154/5335 [00:14<00:40, 102.90it/s] 1159 24.6413 : 22%|██▏ | 1165/5335 [00:14<00:40, 104.07it/s] 1159 24.6413 : 22%|██▏ | 1176/5335 [00:14<00:39, 104.73it/s] 1179 21.6546 : 22%|██▏ | 1176/5335 [00:14<00:39, 104.73it/s] 1179 21.6546 : 22%|██▏ | 1187/5335 [00:14<00:40, 101.55it/s] 1179 21.6546 : 22%|██▏ | 1198/5335 [00:14<00:43, 94.46it/s] 1199 22.3596 : 22%|██▏ | 1198/5335 [00:15<00:43, 94.46it/s] 1199 22.3596 : 23%|██▎ | 1208/5335 [00:15<00:47, 87.57it/s] 1199 22.3596 : 23%|██▎ | 1217/5335 [00:15<00:49, 83.20it/s] 1219 15.5824 : 23%|██▎ | 1217/5335 [00:15<00:49, 83.20it/s] 1219 15.5824 : 23%|██▎ | 1226/5335 [00:15<00:56, 72.96it/s] 1219 15.5824 : 23%|██▎ | 1234/5335 [00:15<01:02, 65.67it/s] 1239 21.7589 : 23%|██▎ | 1234/5335 [00:15<01:02, 65.67it/s] 1239 21.7589 : 23%|██▎ | 1241/5335 [00:15<01:05, 62.46it/s] 1239 21.7589 : 23%|██▎ | 1248/5335 [00:15<01:07, 60.91it/s] 1239 21.7589 : 24%|██▎ | 1255/5335 [00:15<01:05, 62.03it/s] 1259 23.3420 : 24%|██▎ | 1255/5335 [00:15<01:05, 62.03it/s] 1259 23.3420 : 24%|██▎ | 1262/5335 [00:16<01:03, 64.05it/s] 1259 23.3420 : 24%|██▍ | 1270/5335 [00:16<00:59, 68.11it/s] 1259 23.3420 : 24%|██▍ | 1279/5335 [00:16<00:56, 72.42it/s] 1279 25.0724 : 24%|██▍ | 1279/5335 [00:16<00:56, 72.42it/s] 1279 25.0724 : 24%|██▍ | 1288/5335 [00:16<00:53, 75.15it/s] 1279 25.0724 : 24%|██▍ | 1297/5335 [00:16<00:52, 77.32it/s] 1299 22.7745 : 24%|██▍ | 1297/5335 [00:16<00:52, 77.32it/s] 1299 22.7745 : 24%|██▍ | 1306/5335 [00:16<00:51, 78.30it/s] 1299 22.7745 : 25%|██▍ | 1315/5335 [00:16<00:50, 79.10it/s] 1319 23.7647 : 25%|██▍ | 1315/5335 [00:16<00:50, 79.10it/s] 1319 23.7647 : 25%|██▍ | 1324/5335 [00:16<00:50, 80.00it/s] 1319 23.7647 : 25%|██▍ | 1333/5335 [00:16<00:50, 79.68it/s] 1339 24.7683 : 25%|██▍ | 1333/5335 [00:16<00:50, 79.68it/s] 1339 24.7683 : 25%|██▌ | 1341/5335 [00:17<00:51, 77.27it/s] 1339 24.7683 : 25%|██▌ | 1349/5335 [00:17<00:55, 72.11it/s] 1339 24.7683 : 25%|██▌ | 1357/5335 [00:17<00:59, 66.87it/s] 1359 23.3462 : 25%|██▌ | 1357/5335 [00:17<00:59, 66.87it/s] 1359 23.3462 : 26%|██▌ | 1364/5335 [00:17<01:03, 62.89it/s] 1359 23.3462 : 26%|██▌ | 1371/5335 [00:17<01:05, 60.67it/s] 1359 23.3462 : 26%|██▌ | 1378/5335 [00:17<01:06, 59.88it/s] 1379 16.4403 : 26%|██▌ | 1378/5335 [00:17<01:06, 59.88it/s] 1379 16.4403 : 26%|██▌ | 1385/5335 [00:17<01:05, 60.17it/s] 1379 16.4403 : 26%|██▌ | 1392/5335 [00:17<01:04, 60.88it/s] 1379 16.4403 : 26%|██▌ | 1399/5335 [00:17<01:02, 62.50it/s] 1399 20.6804 : 26%|██▌ | 1399/5335 [00:17<01:02, 62.50it/s] 1399 20.6804 : 26%|██▋ | 1407/5335 [00:18<00:59, 65.89it/s] 1399 20.6804 : 27%|██▋ | 1415/5335 [00:18<00:56, 69.37it/s] 1419 24.2981 : 27%|██▋ | 1415/5335 [00:18<00:56, 69.37it/s] 1419 24.2981 : 27%|██▋ | 1424/5335 [00:18<00:52, 74.21it/s] 1419 24.2981 : 27%|██▋ | 1433/5335 [00:18<00:50, 77.86it/s] 1439 16.3181 : 27%|██▋ | 1433/5335 [00:18<00:50, 77.86it/s] 1439 16.3181 : 27%|██▋ | 1442/5335 [00:18<00:48, 79.84it/s] 1439 16.3181 : 27%|██▋ | 1451/5335 [00:18<00:47, 82.05it/s] 1459 24.4296 : 27%|██▋ | 1451/5335 [00:18<00:47, 82.05it/s] 1459 24.4296 : 27%|██▋ | 1460/5335 [00:18<00:46, 83.31it/s] 1459 24.4296 : 28%|██▊ | 1469/5335 [00:18<00:45, 84.13it/s] 1459 24.4296 : 28%|██▊ | 1478/5335 [00:18<00:45, 84.09it/s] 1479 22.4655 : 28%|██▊ | 1478/5335 [00:18<00:45, 84.09it/s] 1479 22.4655 : 28%|██▊ | 1487/5335 [00:19<00:46, 83.15it/s] 1479 22.4655 : 28%|██▊ | 1496/5335 [00:19<00:48, 79.01it/s] 1499 24.1805 : 28%|██▊ | 1496/5335 [00:19<00:48, 79.01it/s] 1499 24.1805 : 28%|██▊ | 1504/5335 [00:19<00:52, 73.04it/s] 1499 24.1805 : 28%|██▊ | 1512/5335 [00:19<00:57, 67.00it/s] 1499 24.1805 : 28%|██▊ | 1519/5335 [00:19<00:59, 64.01it/s] 1519 16.6751 : 28%|██▊ | 1519/5335 [00:19<00:59, 64.01it/s] 1519 16.6751 : 29%|██▊ | 1526/5335 [00:19<00:59, 63.78it/s] 1519 16.6751 : 29%|██▉ | 1535/5335 [00:19<00:54, 69.29it/s] 1539 23.3230 : 29%|██▉ | 1535/5335 [00:19<00:54, 69.29it/s] 1539 23.3230 : 29%|██▉ | 1544/5335 [00:19<00:51, 73.62it/s] 1539 23.3230 : 29%|██▉ | 1554/5335 [00:19<00:47, 79.63it/s] 1559 23.7369 : 29%|██▉ | 1554/5335 [00:20<00:47, 79.63it/s] 1559 23.7369 : 29%|██▉ | 1565/5335 [00:20<00:43, 86.11it/s] 1559 23.7369 : 30%|██▉ | 1577/5335 [00:20<00:39, 94.23it/s] 1579 25.9624 : 30%|██▉ | 1577/5335 [00:20<00:39, 94.23it/s] 1579 25.9624 : 30%|██▉ | 1589/5335 [00:20<00:37, 99.36it/s] 1599 26.0523 : 30%|██▉ | 1589/5335 [00:20<00:37, 99.36it/s] 1599 26.0523 : 30%|███ | 1601/5335 [00:20<00:36, 103.63it/s] 1599 26.0523 : 30%|███ | 1613/5335 [00:20<00:34, 107.57it/s] 1619 26.1558 : 30%|███ | 1613/5335 [00:20<00:34, 107.57it/s] 1619 26.1558 : 30%|███ | 1625/5335 [00:20<00:34, 108.72it/s] 1619 26.1558 : 31%|███ | 1636/5335 [00:20<00:34, 108.08it/s] 1639 24.2513 : 31%|███ | 1636/5335 [00:20<00:34, 108.08it/s] 1639 24.2513 : 31%|███ | 1647/5335 [00:20<00:35, 105.04it/s] 1639 24.2513 : 31%|███ | 1658/5335 [00:20<00:37, 97.13it/s] 1659 25.3234 : 31%|███ | 1658/5335 [00:21<00:37, 97.13it/s] 1659 25.3234 : 31%|███▏ | 1668/5335 [00:21<00:40, 89.61it/s] 1659 25.3234 : 31%|███▏ | 1678/5335 [00:21<00:42, 86.97it/s] 1679 17.5862 : 31%|███▏ | 1678/5335 [00:21<00:42, 86.97it/s] 1679 17.5862 : 32%|███▏ | 1691/5335 [00:21<00:37, 97.19it/s] 1699 24.5691 : 32%|███▏ | 1691/5335 [00:21<00:37, 97.19it/s] 1699 24.5691 : 32%|███▏ | 1705/5335 [00:21<00:33, 107.46it/s] 1719 24.3139 : 32%|███▏ | 1705/5335 [00:21<00:33, 107.46it/s] 1719 24.3139 : 32%|███▏ | 1721/5335 [00:21<00:29, 121.04it/s] 1719 24.3139 : 33%|███▎ | 1738/5335 [00:21<00:26, 133.89it/s] 1739 26.2412 : 33%|███▎ | 1738/5335 [00:21<00:26, 133.89it/s] 1739 26.2412 : 33%|███▎ | 1755/5335 [00:21<00:25, 142.72it/s] 1759 26.3002 : 33%|███▎ | 1755/5335 [00:21<00:25, 142.72it/s] 1759 26.3002 : 33%|███▎ | 1772/5335 [00:21<00:23, 148.68it/s] 1779 25.1864 : 33%|███▎ | 1772/5335 [00:21<00:23, 148.68it/s] 1779 25.1864 : 34%|███▎ | 1788/5335 [00:21<00:23, 151.23it/s] 1799 24.9147 : 34%|███▎ | 1788/5335 [00:22<00:23, 151.23it/s] 1799 24.9147 : 34%|███▍ | 1804/5335 [00:22<00:23, 147.95it/s] 1799 24.9147 : 34%|███▍ | 1819/5335 [00:22<00:26, 134.85it/s] 1819 23.5159 : 34%|███▍ | 1819/5335 [00:22<00:26, 134.85it/s] 1819 23.5159 : 34%|███▍ | 1833/5335 [00:22<00:26, 130.71it/s] 1839 25.2654 : 34%|███▍ | 1833/5335 [00:22<00:26, 130.71it/s] 1839 25.2654 : 35%|███▍ | 1849/5335 [00:22<00:25, 138.24it/s] 1859 22.1313 : 35%|███▍ | 1849/5335 [00:22<00:25, 138.24it/s] 1859 22.1313 : 35%|███▍ | 1867/5335 [00:22<00:23, 149.00it/s] 1879 25.4115 : 35%|███▍ | 1867/5335 [00:22<00:23, 149.00it/s] 1879 25.4115 : 35%|███▌ | 1887/5335 [00:22<00:21, 163.38it/s] 1899 24.7347 : 35%|███▌ | 1887/5335 [00:22<00:21, 163.38it/s] 1899 24.7347 : 36%|███▌ | 1907/5335 [00:22<00:19, 173.78it/s] 1919 26.4498 : 36%|███▌ | 1907/5335 [00:22<00:19, 173.78it/s] 1919 26.4498 : 36%|███▌ | 1928/5335 [00:22<00:18, 182.05it/s] 1939 23.9458 : 36%|███▌ | 1928/5335 [00:22<00:18, 182.05it/s] 1939 23.9458 : 36%|███▋ | 1947/5335 [00:22<00:18, 184.31it/s] 1959 24.8262 : 36%|███▋ | 1947/5335 [00:23<00:18, 184.31it/s] 1959 24.8262 : 37%|███▋ | 1966/5335 [00:23<00:19, 175.48it/s] 1979 19.6848 : 37%|███▋ | 1966/5335 [00:23<00:19, 175.48it/s] 1979 19.6848 : 37%|███▋ | 1984/5335 [00:23<00:20, 162.04it/s] 1999 27.4414 : 37%|███▋ | 1984/5335 [00:23<00:20, 162.04it/s] 1999 27.4414 : 38%|███▊ | 2001/5335 [00:23<00:24, 137.68it/s] 1999 27.4414 : 38%|███▊ | 2016/5335 [00:23<00:25, 131.09it/s] 2019 24.5308 : 38%|███▊ | 2016/5335 [00:23<00:25, 131.09it/s] 2019 24.5308 : 38%|███▊ | 2030/5335 [00:23<00:25, 130.81it/s] 2039 26.3899 : 38%|███▊ | 2030/5335 [00:23<00:25, 130.81it/s] 2039 26.3899 : 38%|███▊ | 2044/5335 [00:23<00:24, 132.37it/s] 2039 26.3899 : 39%|███▊ | 2058/5335 [00:23<00:24, 134.28it/s] 2059 24.9393 : 39%|███▊ | 2058/5335 [00:23<00:24, 134.28it/s] 2059 24.9393 : 39%|███▉ | 2072/5335 [00:23<00:24, 135.28it/s] 2079 23.8081 : 39%|███▉ | 2072/5335 [00:23<00:24, 135.28it/s] 2079 23.8081 : 39%|███▉ | 2086/5335 [00:24<00:24, 134.05it/s] 2099 24.0957 : 39%|███▉ | 2086/5335 [00:24<00:24, 134.05it/s] 2099 24.0957 : 39%|███▉ | 2100/5335 [00:24<00:24, 129.90it/s] 2099 24.0957 : 40%|███▉ | 2114/5335 [00:24<00:26, 119.92it/s] 2119 23.8257 : 40%|███▉ | 2114/5335 [00:24<00:26, 119.92it/s] 2119 23.8257 : 40%|███▉ | 2127/5335 [00:24<00:29, 109.63it/s] 2119 23.8257 : 40%|████ | 2139/5335 [00:24<00:32, 99.46it/s] 2139 20.0309 : 40%|████ | 2139/5335 [00:24<00:32, 99.46it/s] 2139 20.0309 : 40%|████ | 2150/5335 [00:24<00:37, 85.63it/s] 2159 19.9580 : 40%|████ | 2150/5335 [00:24<00:37, 85.63it/s] 2159 19.9580 : 40%|████ | 2160/5335 [00:24<00:39, 80.22it/s] 2159 19.9580 : 41%|████ | 2169/5335 [00:24<00:39, 79.21it/s] 2159 19.9580 : 41%|████ | 2178/5335 [00:25<00:39, 79.79it/s] 2179 24.5745 : 41%|████ | 2178/5335 [00:25<00:39, 79.79it/s] 2179 24.5745 : 41%|████ | 2187/5335 [00:25<00:39, 80.57it/s] 2179 24.5745 : 41%|████ | 2196/5335 [00:25<00:38, 81.01it/s] 2199 19.5436 : 41%|████ | 2196/5335 [00:25<00:38, 81.01it/s] 2199 19.5436 : 41%|████▏ | 2205/5335 [00:25<00:38, 81.45it/s] 2199 19.5436 : 41%|████▏ | 2214/5335 [00:25<00:38, 81.77it/s] 2219 24.1435 : 41%|████▏ | 2214/5335 [00:25<00:38, 81.77it/s] 2219 24.1435 : 42%|████▏ | 2223/5335 [00:25<00:38, 81.68it/s] 2219 24.1435 : 42%|████▏ | 2232/5335 [00:25<00:38, 80.18it/s] 2239 22.4242 : 42%|████▏ | 2232/5335 [00:25<00:38, 80.18it/s] 2239 22.4242 : 42%|████▏ | 2241/5335 [00:25<00:40, 76.17it/s] 2239 22.4242 : 42%|████▏ | 2249/5335 [00:26<00:43, 71.09it/s] 2239 22.4242 : 42%|████▏ | 2257/5335 [00:26<00:47, 64.91it/s] 2259 21.8586 : 42%|████▏ | 2257/5335 [00:26<00:47, 64.91it/s] 2259 21.8586 : 42%|████▏ | 2264/5335 [00:26<00:51, 59.51it/s] 2259 21.8586 : 43%|████▎ | 2271/5335 [00:26<00:54, 55.83it/s] 2259 21.8586 : 43%|████▎ | 2277/5335 [00:26<00:56, 54.07it/s] 2279 16.1997 : 43%|████▎ | 2277/5335 [00:26<00:56, 54.07it/s] 2279 16.1997 : 43%|████▎ | 2283/5335 [00:26<00:56, 53.69it/s] 2279 16.1997 : 43%|████▎ | 2289/5335 [00:26<00:55, 55.22it/s] 2279 16.1997 : 43%|████▎ | 2297/5335 [00:26<00:50, 60.71it/s] 2299 25.5539 : 43%|████▎ | 2297/5335 [00:26<00:50, 60.71it/s] 2299 25.5539 : 43%|████▎ | 2305/5335 [00:27<00:46, 65.05it/s] 2299 25.5539 : 43%|████▎ | 2314/5335 [00:27<00:42, 70.85it/s] 2319 25.3862 : 43%|████▎ | 2314/5335 [00:27<00:42, 70.85it/s] 2319 25.3862 : 44%|████▎ | 2323/5335 [00:27<00:39, 76.09it/s] 2319 25.3862 : 44%|████▎ | 2334/5335 [00:27<00:35, 83.48it/s] 2339 26.7438 : 44%|████▎ | 2334/5335 [00:27<00:35, 83.48it/s] 2339 26.7438 : 44%|████▍ | 2344/5335 [00:27<00:34, 87.79it/s] 2339 26.7438 : 44%|████▍ | 2354/5335 [00:27<00:32, 91.20it/s] 2359 24.6132 : 44%|████▍ | 2354/5335 [00:27<00:32, 91.20it/s] 2359 24.6132 : 44%|████▍ | 2364/5335 [00:27<00:31, 93.70it/s] 2359 24.6132 : 44%|████▍ | 2374/5335 [00:27<00:31, 94.73it/s] 2379 24.5600 : 44%|████▍ | 2374/5335 [00:27<00:31, 94.73it/s] 2379 24.5600 : 45%|████▍ | 2384/5335 [00:27<00:31, 93.15it/s] 2379 24.5600 : 45%|████▍ | 2394/5335 [00:27<00:33, 88.56it/s] 2399 23.7489 : 45%|████▍ | 2394/5335 [00:28<00:33, 88.56it/s] 2399 23.7489 : 45%|████▌ | 2403/5335 [00:28<00:36, 81.27it/s] 2399 23.7489 : 45%|████▌ | 2412/5335 [00:28<00:39, 73.62it/s] 2419 19.6950 : 45%|████▌ | 2412/5335 [00:28<00:39, 73.62it/s] 2419 19.6950 : 45%|████▌ | 2420/5335 [00:28<00:43, 67.68it/s] 2419 19.6950 : 45%|████▌ | 2427/5335 [00:28<00:46, 63.02it/s] 2419 19.6950 : 46%|████▌ | 2434/5335 [00:28<00:46, 61.76it/s] 2439 18.9484 : 46%|████▌ | 2434/5335 [00:28<00:46, 61.76it/s] 2439 18.9484 : 46%|████▌ | 2441/5335 [00:28<00:45, 63.61it/s] 2439 18.9484 : 46%|████▌ | 2450/5335 [00:28<00:40, 70.42it/s] 2459 26.4599 : 46%|████▌ | 2450/5335 [00:28<00:40, 70.42it/s] 2459 26.4599 : 46%|████▌ | 2460/5335 [00:28<00:37, 76.36it/s] 2459 26.4599 : 46%|████▋ | 2471/5335 [00:29<00:33, 84.79it/s] 2479 21.6180 : 46%|████▋ | 2471/5335 [00:29<00:33, 84.79it/s] 2479 21.6180 : 47%|████▋ | 2483/5335 [00:29<00:30, 92.97it/s] 2479 21.6180 : 47%|████▋ | 2495/5335 [00:29<00:28, 99.62it/s] 2499 26.2874 : 47%|████▋ | 2495/5335 [00:29<00:28, 99.62it/s] 2499 26.2874 : 47%|████▋ | 2507/5335 [00:29<00:27, 104.70it/s] 2499 26.2874 : 47%|████▋ | 2519/5335 [00:29<00:25, 108.51it/s] 2519 25.8451 : 47%|████▋ | 2519/5335 [00:29<00:25, 108.51it/s] 2519 25.8451 : 47%|████▋ | 2531/5335 [00:29<00:25, 110.61it/s] 2539 23.1568 : 47%|████▋ | 2531/5335 [00:29<00:25, 110.61it/s] 2539 23.1568 : 48%|████▊ | 2543/5335 [00:29<00:25, 108.66it/s] 2539 23.1568 : 48%|████▊ | 2554/5335 [00:29<00:27, 102.61it/s] 2559 21.3880 : 48%|████▊ | 2554/5335 [00:29<00:27, 102.61it/s] 2559 21.3880 : 48%|████▊ | 2565/5335 [00:29<00:30, 91.59it/s] 2559 21.3880 : 48%|████▊ | 2575/5335 [00:30<00:33, 82.85it/s] 2579 18.2324 : 48%|████▊ | 2575/5335 [00:30<00:33, 82.85it/s] 2579 18.2324 : 48%|████▊ | 2584/5335 [00:30<00:35, 77.67it/s] 2579 18.2324 : 49%|████▊ | 2592/5335 [00:30<00:35, 77.17it/s] 2599 25.6815 : 49%|████▊ | 2592/5335 [00:30<00:35, 77.17it/s] 2599 25.6815 : 49%|████▉ | 2603/5335 [00:30<00:32, 85.18it/s] 2599 25.6815 : 49%|████▉ | 2615/5335 [00:30<00:29, 92.61it/s] 2619 23.4198 : 49%|████▉ | 2615/5335 [00:30<00:29, 92.61it/s] 2619 23.4198 : 49%|████▉ | 2628/5335 [00:30<00:26, 102.17it/s] 2639 25.8998 : 49%|████▉ | 2628/5335 [00:30<00:26, 102.17it/s] 2639 25.8998 : 50%|████▉ | 2642/5335 [00:30<00:24, 110.80it/s] 2639 25.8998 : 50%|████▉ | 2656/5335 [00:30<00:22, 118.03it/s] 2659 23.2861 : 50%|████▉ | 2656/5335 [00:30<00:22, 118.03it/s] 2659 23.2861 : 50%|█████ | 2670/5335 [00:31<00:21, 122.77it/s] 2679 26.7125 : 50%|█████ | 2670/5335 [00:31<00:21, 122.77it/s] 2679 26.7125 : 50%|█████ | 2684/5335 [00:31<00:21, 124.90it/s] 2679 26.7125 : 51%|█████ | 2697/5335 [00:31<00:21, 122.98it/s] 2699 23.8309 : 51%|█████ | 2697/5335 [00:31<00:21, 122.98it/s] 2699 23.8309 : 51%|█████ | 2710/5335 [00:31<00:22, 115.70it/s] 2719 19.9999 : 51%|█████ | 2710/5335 [00:31<00:22, 115.70it/s] 2719 19.9999 : 51%|█████ | 2722/5335 [00:31<00:24, 104.67it/s] 2719 19.9999 : 51%|█████ | 2733/5335 [00:31<00:27, 94.77it/s] 2739 18.4883 : 51%|█████ | 2733/5335 [00:31<00:27, 94.77it/s] 2739 18.4883 : 51%|█████▏ | 2743/5335 [00:31<00:28, 90.40it/s] 2739 18.4883 : 52%|█████▏ | 2753/5335 [00:31<00:28, 92.06it/s] 2759 24.9873 : 52%|█████▏ | 2753/5335 [00:31<00:28, 92.06it/s] 2759 24.9873 : 52%|█████▏ | 2764/5335 [00:31<00:27, 94.41it/s] 2759 24.9873 : 52%|█████▏ | 2775/5335 [00:32<00:26, 98.01it/s] 2779 24.8404 : 52%|█████▏ | 2775/5335 [00:32<00:26, 98.01it/s] 2779 24.8404 : 52%|█████▏ | 2787/5335 [00:32<00:24, 103.43it/s] 2799 25.5043 : 52%|█████▏ | 2787/5335 [00:32<00:24, 103.43it/s] 2799 25.5043 : 52%|█████▏ | 2800/5335 [00:32<00:23, 109.13it/s] 2799 25.5043 : 53%|█████▎ | 2813/5335 [00:32<00:22, 113.55it/s] 2819 25.9629 : 53%|█████▎ | 2813/5335 [00:32<00:22, 113.55it/s] 2819 25.9629 : 53%|█████▎ | 2826/5335 [00:32<00:21, 116.29it/s] 2819 25.9629 : 53%|█████▎ | 2839/5335 [00:32<00:21, 117.34it/s] 2839 23.3277 : 53%|█████▎ | 2839/5335 [00:32<00:21, 117.34it/s] 2839 23.3277 : 53%|█████▎ | 2851/5335 [00:32<00:21, 114.41it/s] 2859 25.1906 : 53%|█████▎ | 2851/5335 [00:32<00:21, 114.41it/s] 2859 25.1906 : 54%|█████▎ | 2863/5335 [00:32<00:23, 107.26it/s] 2859 25.1906 : 54%|█████▍ | 2874/5335 [00:32<00:25, 96.56it/s] 2879 19.6700 : 54%|█████▍ | 2874/5335 [00:33<00:25, 96.56it/s] 2879 19.6700 : 54%|█████▍ | 2884/5335 [00:33<00:28, 86.85it/s] 2879 19.6700 : 54%|█████▍ | 2893/5335 [00:33<00:30, 81.23it/s] 2899 23.9977 : 54%|█████▍ | 2893/5335 [00:33<00:30, 81.23it/s] 2899 23.9977 : 54%|█████▍ | 2902/5335 [00:33<00:30, 79.51it/s] 2899 23.9977 : 55%|█████▍ | 2911/5335 [00:33<00:31, 77.89it/s] 2899 23.9977 : 55%|█████▍ | 2919/5335 [00:33<00:31, 77.71it/s] 2919 24.3551 : 55%|█████▍ | 2919/5335 [00:33<00:31, 77.71it/s] 2919 24.3551 : 55%|█████▍ | 2928/5335 [00:33<00:30, 79.70it/s] 2919 24.3551 : 55%|█████▌ | 2938/5335 [00:33<00:28, 82.94it/s] 2939 24.2806 : 55%|█████▌ | 2938/5335 [00:33<00:28, 82.94it/s] 2939 24.2806 : 55%|█████▌ | 2948/5335 [00:33<00:27, 86.98it/s] 2939 24.2806 : 55%|█████▌ | 2958/5335 [00:34<00:26, 90.34it/s] 2959 26.7786 : 55%|█████▌ | 2958/5335 [00:34<00:26, 90.34it/s] 2959 26.7786 : 56%|█████▌ | 2968/5335 [00:34<00:25, 91.79it/s] 2959 26.7786 : 56%|█████▌ | 2978/5335 [00:34<00:25, 92.67it/s] 2979 25.3273 : 56%|█████▌ | 2978/5335 [00:34<00:25, 92.67it/s] 2979 25.3273 : 56%|█████▌ | 2988/5335 [00:34<00:25, 93.16it/s] 2979 25.3273 : 56%|█████▌ | 2998/5335 [00:34<00:25, 90.36it/s] 2999 24.3314 : 56%|█████▌ | 2998/5335 [00:34<00:25, 90.36it/s] 2999 24.3314 : 56%|█████▋ | 3008/5335 [00:34<00:27, 85.98it/s] 2999 24.3314 : 57%|█████▋ | 3017/5335 [00:34<00:29, 79.31it/s] 3019 24.5848 : 57%|█████▋ | 3017/5335 [00:34<00:29, 79.31it/s] 3019 24.5848 : 57%|█████▋ | 3026/5335 [00:34<00:32, 71.05it/s] 3019 24.5848 : 57%|█████▋ | 3034/5335 [00:35<00:35, 65.28it/s] 3039 21.5388 : 57%|█████▋ | 3034/5335 [00:35<00:35, 65.28it/s] 3039 21.5388 : 57%|█████▋ | 3041/5335 [00:35<00:38, 60.07it/s] 3039 21.5388 : 57%|█████▋ | 3048/5335 [00:35<00:38, 58.67it/s] 3039 21.5388 : 57%|█████▋ | 3056/5335 [00:35<00:36, 62.61it/s] 3059 24.4741 : 57%|█████▋ | 3056/5335 [00:35<00:36, 62.61it/s] 3059 24.4741 : 57%|█████▋ | 3063/5335 [00:35<00:35, 64.25it/s] 3059 24.4741 : 58%|█████▊ | 3071/5335 [00:35<00:33, 66.95it/s] 3059 24.4741 : 58%|█████▊ | 3079/5335 [00:35<00:32, 70.31it/s] 3079 24.0639 : 58%|█████▊ | 3079/5335 [00:35<00:32, 70.31it/s] 3079 24.0639 : 58%|█████▊ | 3088/5335 [00:35<00:30, 73.90it/s] 3079 24.0639 : 58%|█████▊ | 3097/5335 [00:35<00:28, 77.54it/s] 3099 25.3548 : 58%|█████▊ | 3097/5335 [00:35<00:28, 77.54it/s] 3099 25.3548 : 58%|█████▊ | 3106/5335 [00:36<00:27, 80.36it/s] 3099 25.3548 : 58%|█████▊ | 3115/5335 [00:36<00:27, 81.50it/s] 3119 23.4682 : 58%|█████▊ | 3115/5335 [00:36<00:27, 81.50it/s] 3119 23.4682 : 59%|█████▊ | 3124/5335 [00:36<00:26, 82.00it/s] 3119 23.4682 : 59%|█████▊ | 3133/5335 [00:36<00:26, 82.54it/s] 3139 25.2879 : 59%|█████▊ | 3133/5335 [00:36<00:26, 82.54it/s] 3139 25.2879 : 59%|█████▉ | 3142/5335 [00:36<00:27, 81.20it/s] 3139 25.2879 : 59%|█████▉ | 3151/5335 [00:36<00:28, 77.77it/s] 3139 25.2879 : 59%|█████▉ | 3159/5335 [00:36<00:30, 71.69it/s] 3159 23.6765 : 59%|█████▉ | 3159/5335 [00:36<00:30, 71.69it/s] 3159 23.6765 : 59%|█████▉ | 3167/5335 [00:36<00:34, 63.10it/s] 3159 23.6765 : 59%|█████▉ | 3174/5335 [00:37<00:37, 57.18it/s] 3179 19.8628 : 59%|█████▉ | 3174/5335 [00:37<00:37, 57.18it/s] 3179 19.8628 : 60%|█████▉ | 3180/5335 [00:37<00:40, 52.71it/s] 3179 19.8628 : 60%|█████▉ | 3186/5335 [00:37<00:42, 50.20it/s] 3179 19.8628 : 60%|█████▉ | 3192/5335 [00:37<00:42, 50.04it/s] 3179 19.8628 : 60%|█████▉ | 3198/5335 [00:37<00:41, 51.01it/s] 3199 12.0724 : 60%|█████▉ | 3198/5335 [00:37<00:41, 51.01it/s] 3199 12.0724 : 60%|██████ | 3207/5335 [00:37<00:35, 59.38it/s] 3199 12.0724 : 60%|██████ | 3217/5335 [00:37<00:30, 69.02it/s] 3219 26.1653 : 60%|██████ | 3217/5335 [00:37<00:30, 69.02it/s] 3219 26.1653 : 61%|██████ | 3228/5335 [00:37<00:26, 78.83it/s] 3239 25.6317 : 61%|██████ | 3228/5335 [00:38<00:26, 78.83it/s] 3239 25.6317 : 61%|██████ | 3240/5335 [00:38<00:23, 88.67it/s] 3239 25.6317 : 61%|██████ | 3252/5335 [00:38<00:21, 96.43it/s] 3259 27.5649 : 61%|██████ | 3252/5335 [00:38<00:21, 96.43it/s] 3259 27.5649 : 61%|██████ | 3264/5335 [00:38<00:20, 102.17it/s] 3259 27.5649 : 61%|██████▏ | 3276/5335 [00:38<00:19, 105.88it/s] 3279 25.8946 : 61%|██████▏ | 3276/5335 [00:38<00:19, 105.88it/s] 3279 25.8946 : 62%|██████▏ | 3288/5335 [00:38<00:18, 108.64it/s] 3279 25.8946 : 62%|██████▏ | 3299/5335 [00:38<00:18, 107.54it/s] 3299 23.5116 : 62%|██████▏ | 3299/5335 [00:38<00:18, 107.54it/s] 3299 23.5116 : 62%|██████▏ | 3310/5335 [00:38<00:19, 101.32it/s] 3319 22.9242 : 62%|██████▏ | 3310/5335 [00:38<00:19, 101.32it/s] 3319 22.9242 : 62%|██████▏ | 3321/5335 [00:38<00:22, 89.79it/s] 3319 22.9242 : 62%|██████▏ | 3331/5335 [00:38<00:25, 79.24it/s] 3339 21.4854 : 62%|██████▏ | 3331/5335 [00:39<00:25, 79.24it/s] 3339 21.4854 : 63%|██████▎ | 3340/5335 [00:39<00:27, 73.10it/s] 3339 21.4854 : 63%|██████▎ | 3348/5335 [00:39<00:27, 71.63it/s] 3339 21.4854 : 63%|██████▎ | 3357/5335 [00:39<00:26, 74.23it/s] 3359 27.3650 : 63%|██████▎ | 3357/5335 [00:39<00:26, 74.23it/s] 3359 27.3650 : 63%|██████▎ | 3367/5335 [00:39<00:24, 79.16it/s] 3359 27.3650 : 63%|██████▎ | 3378/5335 [00:39<00:22, 85.40it/s] 3379 24.3094 : 63%|██████▎ | 3378/5335 [00:39<00:22, 85.40it/s] 3379 24.3094 : 64%|██████▎ | 3389/5335 [00:39<00:21, 91.29it/s] 3399 26.3524 : 64%|██████▎ | 3389/5335 [00:39<00:21, 91.29it/s] 3399 26.3524 : 64%|██████▎ | 3401/5335 [00:39<00:19, 97.36it/s] 3399 26.3524 : 64%|██████▍ | 3413/5335 [00:39<00:18, 102.25it/s] 3419 26.2605 : 64%|██████▍ | 3413/5335 [00:39<00:18, 102.25it/s] 3419 26.2605 : 64%|██████▍ | 3425/5335 [00:39<00:18, 104.93it/s] 3419 26.2605 : 64%|██████▍ | 3437/5335 [00:40<00:17, 106.69it/s] 3439 24.8293 : 64%|██████▍ | 3437/5335 [00:40<00:17, 106.69it/s] 3439 24.8293 : 65%|██████▍ | 3448/5335 [00:40<00:17, 106.01it/s] 3439 24.8293 : 65%|██████▍ | 3459/5335 [00:40<00:18, 100.77it/s] 3459 23.8967 : 65%|██████▍ | 3459/5335 [00:40<00:18, 100.77it/s] 3459 23.8967 : 65%|██████▌ | 3470/5335 [00:40<00:20, 90.47it/s] 3479 23.8801 : 65%|██████▌ | 3470/5335 [00:40<00:20, 90.47it/s] 3479 23.8801 : 65%|██████▌ | 3480/5335 [00:40<00:23, 79.61it/s] 3479 23.8801 : 65%|██████▌ | 3489/5335 [00:40<00:25, 72.45it/s] 3479 23.8801 : 66%|██████▌ | 3497/5335 [00:40<00:26, 69.69it/s] 3499 22.4223 : 66%|██████▌ | 3497/5335 [00:40<00:26, 69.69it/s] 3499 22.4223 : 66%|██████▌ | 3505/5335 [00:41<00:26, 70.17it/s] 3499 22.4223 : 66%|██████▌ | 3514/5335 [00:41<00:24, 73.52it/s] 3519 25.8527 : 66%|██████▌ | 3514/5335 [00:41<00:24, 73.52it/s] 3519 25.8527 : 66%|██████▌ | 3522/5335 [00:41<00:24, 75.16it/s] 3519 25.8527 : 66%|██████▌ | 3531/5335 [00:41<00:22, 78.59it/s] 3539 25.9688 : 66%|██████▌ | 3531/5335 [00:41<00:22, 78.59it/s] 3539 25.9688 : 66%|██████▋ | 3541/5335 [00:41<00:21, 82.66it/s] 3539 25.9688 : 67%|██████▋ | 3552/5335 [00:41<00:20, 88.18it/s] 3559 26.5650 : 67%|██████▋ | 3552/5335 [00:41<00:20, 88.18it/s] 3559 26.5650 : 67%|██████▋ | 3562/5335 [00:41<00:19, 91.36it/s] 3559 26.5650 : 67%|██████▋ | 3572/5335 [00:41<00:18, 93.00it/s] 3579 26.7421 : 67%|██████▋ | 3572/5335 [00:41<00:18, 93.00it/s] 3579 26.7421 : 67%|██████▋ | 3582/5335 [00:41<00:18, 94.56it/s] 3579 26.7421 : 67%|██████▋ | 3592/5335 [00:41<00:18, 95.97it/s] 3599 24.7239 : 67%|██████▋ | 3592/5335 [00:42<00:18, 95.97it/s] 3599 24.7239 : 68%|██████▊ | 3602/5335 [00:42<00:18, 94.68it/s] 3599 24.7239 : 68%|██████▊ | 3612/5335 [00:42<00:19, 89.09it/s] 3619 24.8739 : 68%|██████▊ | 3612/5335 [00:42<00:19, 89.09it/s] 3619 24.8739 : 68%|██████▊ | 3621/5335 [00:42<00:21, 80.84it/s] 3619 24.8739 : 68%|██████▊ | 3630/5335 [00:42<00:23, 71.29it/s] 3619 24.8739 : 68%|██████▊ | 3638/5335 [00:42<00:26, 63.86it/s] 3639 24.0872 : 68%|██████▊ | 3638/5335 [00:42<00:26, 63.86it/s] 3639 24.0872 : 68%|██████▊ | 3645/5335 [00:42<00:28, 60.14it/s] 3639 24.0872 : 68%|██████▊ | 3652/5335 [00:42<00:28, 59.95it/s] 3639 24.0872 : 69%|██████▊ | 3659/5335 [00:43<00:27, 61.60it/s] 3659 19.7225 : 69%|██████▊ | 3659/5335 [00:43<00:27, 61.60it/s] 3659 19.7225 : 69%|██████▊ | 3667/5335 [00:43<00:25, 64.70it/s] 3659 19.7225 : 69%|██████▉ | 3674/5335 [00:43<00:25, 65.99it/s] 3679 27.3201 : 69%|██████▉ | 3674/5335 [00:43<00:25, 65.99it/s] 3679 27.3201 : 69%|██████▉ | 3682/5335 [00:43<00:24, 67.80it/s] 3679 27.3201 : 69%|██████▉ | 3691/5335 [00:43<00:22, 71.76it/s] 3699 23.3585 : 69%|██████▉ | 3691/5335 [00:43<00:22, 71.76it/s] 3699 23.3585 : 69%|██████▉ | 3700/5335 [00:43<00:21, 75.09it/s] 3699 23.3585 : 70%|██████▉ | 3709/5335 [00:43<00:20, 78.79it/s] 3699 23.3585 : 70%|██████▉ | 3718/5335 [00:43<00:19, 81.15it/s] 3719 26.8382 : 70%|██████▉ | 3718/5335 [00:43<00:19, 81.15it/s] 3719 26.8382 : 70%|██████▉ | 3727/5335 [00:43<00:19, 82.01it/s] 3719 26.8382 : 70%|███████ | 3736/5335 [00:43<00:19, 83.44it/s] 3739 26.0736 : 70%|███████ | 3736/5335 [00:44<00:19, 83.44it/s] 3739 26.0736 : 70%|███████ | 3745/5335 [00:44<00:18, 83.86it/s] 3739 26.0736 : 70%|███████ | 3754/5335 [00:44<00:19, 82.24it/s] 3759 23.5843 : 70%|███████ | 3754/5335 [00:44<00:19, 82.24it/s] 3759 23.5843 : 71%|███████ | 3763/5335 [00:44<00:20, 77.56it/s] 3759 23.5843 : 71%|███████ | 3771/5335 [00:44<00:21, 71.23it/s] 3759 23.5843 : 71%|███████ | 3779/5335 [00:44<00:25, 62.16it/s] 3779 24.3577 : 71%|███████ | 3779/5335 [00:44<00:25, 62.16it/s] 3779 24.3577 : 71%|███████ | 3786/5335 [00:44<00:27, 56.97it/s] 3779 24.3577 : 71%|███████ | 3792/5335 [00:44<00:28, 53.63it/s] 3779 24.3577 : 71%|███████ | 3798/5335 [00:45<00:29, 52.62it/s] 3799 23.6714 : 71%|███████ | 3798/5335 [00:45<00:29, 52.62it/s] 3799 23.6714 : 71%|███████▏ | 3804/5335 [00:45<00:29, 52.43it/s] 3799 23.6714 : 71%|███████▏ | 3810/5335 [00:45<00:28, 52.76it/s] 3799 23.6714 : 72%|███████▏ | 3818/5335 [00:45<00:26, 58.34it/s] 3819 20.0438 : 72%|███████▏ | 3818/5335 [00:45<00:26, 58.34it/s] 3819 20.0438 : 72%|███████▏ | 3827/5335 [00:45<00:23, 64.83it/s] 3819 20.0438 : 72%|███████▏ | 3836/5335 [00:45<00:21, 69.69it/s] 3839 24.2897 : 72%|███████▏ | 3836/5335 [00:45<00:21, 69.69it/s] 3839 24.2897 : 72%|███████▏ | 3846/5335 [00:45<00:19, 77.02it/s] 3839 24.2897 : 72%|███████▏ | 3857/5335 [00:45<00:17, 85.48it/s] 3859 24.3734 : 72%|███████▏ | 3857/5335 [00:45<00:17, 85.48it/s] 3859 24.3734 : 73%|███████▎ | 3869/5335 [00:45<00:15, 95.07it/s] 3879 21.6806 : 73%|███████▎ | 3869/5335 [00:46<00:15, 95.07it/s] 3879 21.6806 : 73%|███████▎ | 3881/5335 [00:46<00:14, 102.05it/s] 3879 21.6806 : 73%|███████▎ | 3894/5335 [00:46<00:13, 107.78it/s] 3899 25.2826 : 73%|███████▎ | 3894/5335 [00:46<00:13, 107.78it/s] 3899 25.2826 : 73%|███████▎ | 3906/5335 [00:46<00:13, 109.56it/s] 3899 25.2826 : 73%|███████▎ | 3918/5335 [00:46<00:12, 110.94it/s] 3919 20.5893 : 73%|███████▎ | 3918/5335 [00:46<00:12, 110.94it/s] 3919 20.5893 : 74%|███████▎ | 3930/5335 [00:46<00:12, 109.11it/s] 3939 21.0197 : 74%|███████▎ | 3930/5335 [00:46<00:12, 109.11it/s] 3939 21.0197 : 74%|███████▍ | 3941/5335 [00:46<00:13, 102.42it/s] 3939 21.0197 : 74%|███████▍ | 3952/5335 [00:46<00:14, 94.37it/s] 3959 23.7228 : 74%|███████▍ | 3952/5335 [00:46<00:14, 94.37it/s] 3959 23.7228 : 74%|███████▍ | 3962/5335 [00:46<00:15, 89.74it/s] 3959 23.7228 : 74%|███████▍ | 3972/5335 [00:46<00:15, 90.52it/s] 3979 27.1013 : 74%|███████▍ | 3972/5335 [00:47<00:15, 90.52it/s] 3979 27.1013 : 75%|███████▍ | 3982/5335 [00:47<00:14, 92.48it/s] 3979 27.1013 : 75%|███████▍ | 3993/5335 [00:47<00:14, 95.34it/s] 3999 25.4831 : 75%|███████▍ | 3993/5335 [00:47<00:14, 95.34it/s] 3999 25.4831 : 75%|███████▌ | 4006/5335 [00:47<00:12, 103.51it/s] 4019 25.0847 : 75%|███████▌ | 4006/5335 [00:47<00:12, 103.51it/s] 4019 25.0847 : 75%|███████▌ | 4020/5335 [00:47<00:11, 113.40it/s] 4019 25.0847 : 76%|███████▌ | 4035/5335 [00:47<00:10, 121.59it/s] 4039 22.8182 : 76%|███████▌ | 4035/5335 [00:47<00:10, 121.59it/s] 4039 22.8182 : 76%|███████▌ | 4050/5335 [00:47<00:10, 127.20it/s] 4059 25.5442 : 76%|███████▌ | 4050/5335 [00:47<00:10, 127.20it/s] 4059 25.5442 : 76%|███████▌ | 4064/5335 [00:47<00:09, 129.78it/s] 4059 25.5442 : 76%|███████▋ | 4078/5335 [00:47<00:09, 129.80it/s] 4079 23.7221 : 76%|███████▋ | 4078/5335 [00:47<00:09, 129.80it/s] 4079 23.7221 : 77%|███████▋ | 4092/5335 [00:47<00:10, 123.11it/s] 4099 23.0498 : 77%|███████▋ | 4092/5335 [00:47<00:10, 123.11it/s] 4099 23.0498 : 77%|███████▋ | 4105/5335 [00:48<00:10, 114.80it/s] 4099 23.0498 : 77%|███████▋ | 4117/5335 [00:48<00:11, 107.86it/s] 4119 25.8123 : 77%|███████▋ | 4117/5335 [00:48<00:11, 107.86it/s] 4119 25.8123 : 77%|███████▋ | 4128/5335 [00:48<00:11, 102.16it/s] 4119 25.8123 : 78%|███████▊ | 4139/5335 [00:48<00:11, 101.31it/s] 4139 25.4155 : 78%|███████▊ | 4139/5335 [00:48<00:11, 101.31it/s] 4139 25.4155 : 78%|███████▊ | 4150/5335 [00:48<00:11, 103.50it/s] 4159 24.0560 : 78%|███████▊ | 4150/5335 [00:48<00:11, 103.50it/s] 4159 24.0560 : 78%|███████▊ | 4163/5335 [00:48<00:10, 108.88it/s] 4159 24.0560 : 78%|███████▊ | 4177/5335 [00:48<00:09, 116.84it/s] 4179 26.9846 : 78%|███████▊ | 4177/5335 [00:48<00:09, 116.84it/s] 4179 26.9846 : 79%|███████▊ | 4191/5335 [00:48<00:09, 122.06it/s] 4199 24.7089 : 79%|███████▊ | 4191/5335 [00:48<00:09, 122.06it/s] 4199 24.7089 : 79%|███████▉ | 4204/5335 [00:48<00:09, 124.29it/s] 4199 24.7089 : 79%|███████▉ | 4218/5335 [00:49<00:08, 126.26it/s] 4219 25.1629 : 79%|███████▉ | 4218/5335 [00:49<00:08, 126.26it/s] 4219 25.1629 : 79%|███████▉ | 4231/5335 [00:49<00:08, 125.69it/s] 4239 24.8837 : 79%|███████▉ | 4231/5335 [00:49<00:08, 125.69it/s] 4239 24.8837 : 80%|███████▉ | 4244/5335 [00:49<00:09, 119.00it/s] 4239 24.8837 : 80%|███████▉ | 4256/5335 [00:49<00:09, 110.79it/s] 4259 25.1329 : 80%|███████▉ | 4256/5335 [00:49<00:09, 110.79it/s] 4259 25.1329 : 80%|████████ | 4268/5335 [00:49<00:10, 103.82it/s] 4259 25.1329 : 80%|████████ | 4279/5335 [00:49<00:11, 95.88it/s] 4279 26.0796 : 80%|████████ | 4279/5335 [00:49<00:11, 95.88it/s] 4279 26.0796 : 80%|████████ | 4289/5335 [00:49<00:11, 92.50it/s] 4279 26.0796 : 81%|████████ | 4299/5335 [00:49<00:11, 94.06it/s] 4299 24.2843 : 81%|████████ | 4299/5335 [00:49<00:11, 94.06it/s] 4299 24.2843 : 81%|████████ | 4310/5335 [00:49<00:10, 97.59it/s] 4319 25.5380 : 81%|████████ | 4310/5335 [00:50<00:10, 97.59it/s] 4319 25.5380 : 81%|████████ | 4322/5335 [00:50<00:09, 102.61it/s] 4319 25.5380 : 81%|████████ | 4334/5335 [00:50<00:09, 106.65it/s] 4339 24.5889 : 81%|████████ | 4334/5335 [00:50<00:09, 106.65it/s] 4339 24.5889 : 81%|████████▏ | 4346/5335 [00:50<00:09, 109.58it/s] 4339 24.5889 : 82%|████████▏ | 4358/5335 [00:50<00:08, 111.10it/s] 4359 25.8527 : 82%|████████▏ | 4358/5335 [00:50<00:08, 111.10it/s] 4359 25.8527 : 82%|████████▏ | 4370/5335 [00:50<00:08, 111.09it/s] 4379 24.0696 : 82%|████████▏ | 4370/5335 [00:50<00:08, 111.09it/s] 4379 24.0696 : 82%|████████▏ | 4382/5335 [00:50<00:08, 109.54it/s] 4379 24.0696 : 82%|████████▏ | 4393/5335 [00:50<00:09, 103.40it/s] 4399 24.1772 : 82%|████████▏ | 4393/5335 [00:50<00:09, 103.40it/s] 4399 24.1772 : 83%|████████▎ | 4404/5335 [00:50<00:09, 94.37it/s] 4399 24.1772 : 83%|████████▎ | 4414/5335 [00:51<00:10, 88.55it/s] 4419 18.7791 : 83%|████████▎ | 4414/5335 [00:51<00:10, 88.55it/s] 4419 18.7791 : 83%|████████▎ | 4424/5335 [00:51<00:10, 89.04it/s] 4419 18.7791 : 83%|████████▎ | 4437/5335 [00:51<00:09, 98.60it/s] 4439 27.8047 : 83%|████████▎ | 4437/5335 [00:51<00:09, 98.60it/s] 4439 27.8047 : 83%|████████▎ | 4451/5335 [00:51<00:08, 108.93it/s] 4459 23.8243 : 83%|████████▎ | 4451/5335 [00:51<00:08, 108.93it/s] 4459 23.8243 : 84%|████████▎ | 4467/5335 [00:51<00:07, 121.61it/s] 4479 26.7729 : 84%|████████▎ | 4467/5335 [00:51<00:07, 121.61it/s] 4479 26.7729 : 84%|████████▍ | 4484/5335 [00:51<00:06, 133.33it/s] 4499 25.8996 : 84%|████████▍ | 4484/5335 [00:51<00:06, 133.33it/s] 4499 25.8996 : 84%|████████▍ | 4500/5335 [00:51<00:05, 140.88it/s] 4499 25.8996 : 85%|████████▍ | 4516/5335 [00:51<00:05, 145.86it/s] 4519 25.3344 : 85%|████████▍ | 4516/5335 [00:51<00:05, 145.86it/s] 4519 25.3344 : 85%|████████▍ | 4532/5335 [00:51<00:05, 147.46it/s] 4539 24.7799 : 85%|████████▍ | 4532/5335 [00:51<00:05, 147.46it/s] 4539 24.7799 : 85%|████████▌ | 4547/5335 [00:51<00:05, 142.76it/s] 4559 24.2982 : 85%|████████▌ | 4547/5335 [00:52<00:05, 142.76it/s] 4559 24.2982 : 86%|████████▌ | 4562/5335 [00:52<00:05, 130.96it/s] 4559 24.2982 : 86%|████████▌ | 4576/5335 [00:52<00:05, 127.19it/s] 4579 22.9125 : 86%|████████▌ | 4576/5335 [00:52<00:05, 127.19it/s] 4579 22.9125 : 86%|████████▌ | 4592/5335 [00:52<00:05, 134.53it/s] 4599 25.2750 : 86%|████████▌ | 4592/5335 [00:52<00:05, 134.53it/s] 4599 25.2750 : 86%|████████▋ | 4610/5335 [00:52<00:04, 145.78it/s] 4619 25.6228 : 86%|████████▋ | 4610/5335 [00:52<00:04, 145.78it/s] 4619 25.6228 : 87%|████████▋ | 4630/5335 [00:52<00:04, 159.59it/s] 4639 26.5839 : 87%|████████▋ | 4630/5335 [00:52<00:04, 159.59it/s] 4639 26.5839 : 87%|████████▋ | 4650/5335 [00:52<00:04, 169.57it/s] 4659 25.9116 : 87%|████████▋ | 4650/5335 [00:52<00:04, 169.57it/s] 4659 25.9116 : 88%|████████▊ | 4669/5335 [00:52<00:03, 174.87it/s] 4679 24.2891 : 88%|████████▊ | 4669/5335 [00:52<00:03, 174.87it/s] 4679 24.2891 : 88%|████████▊ | 4688/5335 [00:52<00:03, 176.25it/s] 4699 24.8238 : 88%|████████▊ | 4688/5335 [00:52<00:03, 176.25it/s] 4699 24.8238 : 88%|████████▊ | 4706/5335 [00:52<00:03, 169.15it/s] 4719 26.1178 : 88%|████████▊ | 4706/5335 [00:53<00:03, 169.15it/s] 4719 26.1178 : 89%|████████▊ | 4724/5335 [00:53<00:03, 159.02it/s] 4739 27.9142 : 89%|████████▊ | 4724/5335 [00:53<00:03, 159.02it/s] 4739 27.9142 : 89%|████████▉ | 4741/5335 [00:53<00:04, 135.82it/s] 4739 27.9142 : 89%|████████▉ | 4756/5335 [00:53<00:04, 127.70it/s] 4759 26.5263 : 89%|████████▉ | 4756/5335 [00:53<00:04, 127.70it/s] 4759 26.5263 : 89%|████████▉ | 4770/5335 [00:53<00:04, 126.51it/s] 4779 26.7099 : 89%|████████▉ | 4770/5335 [00:53<00:04, 126.51it/s] 4779 26.7099 : 90%|████████▉ | 4784/5335 [00:53<00:04, 128.19it/s] 4779 26.7099 : 90%|████████▉ | 4798/5335 [00:53<00:04, 129.70it/s] 4799 25.3347 : 90%|████████▉ | 4798/5335 [00:53<00:04, 129.70it/s] 4799 25.3347 : 90%|█████████ | 4812/5335 [00:53<00:03, 131.10it/s] 4819 25.1580 : 90%|█████████ | 4812/5335 [00:53<00:03, 131.10it/s] 4819 25.1580 : 90%|█████████ | 4826/5335 [00:53<00:03, 130.52it/s] 4839 25.2130 : 90%|█████████ | 4826/5335 [00:54<00:03, 130.52it/s] 4839 25.2130 : 91%|█████████ | 4840/5335 [00:54<00:03, 127.44it/s] 4839 25.2130 : 91%|█████████ | 4853/5335 [00:54<00:04, 119.14it/s] 4859 24.8576 : 91%|█████████ | 4853/5335 [00:54<00:04, 119.14it/s] 4859 24.8576 : 91%|█████████ | 4866/5335 [00:54<00:04, 108.31it/s] 4859 24.8576 : 91%|█████████▏| 4878/5335 [00:54<00:04, 101.75it/s] 4879 24.9813 : 91%|█████████▏| 4878/5335 [00:54<00:04, 101.75it/s] 4879 24.9813 : 92%|█████████▏| 4889/5335 [00:54<00:04, 93.32it/s] 4879 24.9813 : 92%|█████████▏| 4899/5335 [00:54<00:04, 89.36it/s] 4899 24.6033 : 92%|█████████▏| 4899/5335 [00:54<00:04, 89.36it/s] 4899 24.6033 : 92%|█████████▏| 4909/5335 [00:54<00:04, 90.27it/s] 4899 24.6033 : 92%|█████████▏| 4919/5335 [00:54<00:04, 91.62it/s] 4919 24.1499 : 92%|█████████▏| 4919/5335 [00:54<00:04, 91.62it/s] 4919 24.1499 : 92%|█████████▏| 4930/5335 [00:55<00:04, 94.10it/s] 4939 24.9934 : 92%|█████████▏| 4930/5335 [00:55<00:04, 94.10it/s] 4939 24.9934 : 93%|█████████▎| 4940/5335 [00:55<00:04, 95.02it/s] 4939 24.9934 : 93%|█████████▎| 4951/5335 [00:55<00:03, 96.96it/s] 4959 23.9928 : 93%|█████████▎| 4951/5335 [00:55<00:03, 96.96it/s] 4959 23.9928 : 93%|█████████▎| 4961/5335 [00:55<00:03, 97.71it/s] 4959 23.9928 : 93%|█████████▎| 4971/5335 [00:55<00:03, 97.82it/s] 4979 24.6053 : 93%|█████████▎| 4971/5335 [00:55<00:03, 97.82it/s] 4979 24.6053 : 93%|█████████▎| 4981/5335 [00:55<00:03, 95.00it/s] 4979 24.6053 : 94%|█████████▎| 4991/5335 [00:55<00:03, 89.77it/s] 4999 24.9791 : 94%|█████████▎| 4991/5335 [00:55<00:03, 89.77it/s] 4999 24.9791 : 94%|█████████▎| 5001/5335 [00:55<00:04, 81.91it/s] 4999 24.9791 : 94%|█████████▍| 5010/5335 [00:55<00:04, 75.96it/s] 4999 24.9791 : 94%|█████████▍| 5018/5335 [00:56<00:04, 70.37it/s] 5019 25.1175 : 94%|█████████▍| 5018/5335 [00:56<00:04, 70.37it/s] 5019 25.1175 : 94%|█████████▍| 5026/5335 [00:56<00:04, 67.84it/s] 5019 25.1175 : 94%|█████████▍| 5034/5335 [00:56<00:04, 70.11it/s] 5039 27.5497 : 94%|█████████▍| 5034/5335 [00:56<00:04, 70.11it/s] 5039 27.5497 : 95%|█████████▍| 5044/5335 [00:56<00:03, 76.34it/s] 5039 27.5497 : 95%|█████████▍| 5055/5335 [00:56<00:03, 84.41it/s] 5059 25.4145 : 95%|█████████▍| 5055/5335 [00:56<00:03, 84.41it/s] 5059 25.4145 : 95%|█████████▍| 5067/5335 [00:56<00:02, 92.43it/s] 5079 26.6469 : 95%|█████████▍| 5067/5335 [00:56<00:02, 92.43it/s] 5079 26.6469 : 95%|█████████▌| 5080/5335 [00:56<00:02, 101.42it/s] 5079 26.6469 : 95%|█████████▌| 5093/5335 [00:56<00:02, 108.19it/s] 5099 27.8850 : 95%|█████████▌| 5093/5335 [00:56<00:02, 108.19it/s] 5099 27.8850 : 96%|█████████▌| 5106/5335 [00:56<00:02, 113.36it/s] 5099 27.8850 : 96%|█████████▌| 5119/5335 [00:57<00:01, 117.02it/s] 5119 26.5010 : 96%|█████████▌| 5119/5335 [00:57<00:01, 117.02it/s] 5119 26.5010 : 96%|█████████▌| 5131/5335 [00:57<00:01, 116.87it/s] 5139 24.4466 : 96%|█████████▌| 5131/5335 [00:57<00:01, 116.87it/s] 5139 24.4466 : 96%|█████████▋| 5143/5335 [00:57<00:01, 112.66it/s] 5139 24.4466 : 97%|█████████▋| 5155/5335 [00:57<00:01, 104.00it/s] 5159 24.9924 : 97%|█████████▋| 5155/5335 [00:57<00:01, 104.00it/s] 5159 24.9924 : 97%|█████████▋| 5166/5335 [00:57<00:01, 95.70it/s] 5159 24.9924 : 97%|█████████▋| 5176/5335 [00:57<00:01, 89.05it/s] 5179 25.8780 : 97%|█████████▋| 5176/5335 [00:57<00:01, 89.05it/s] 5179 25.8780 : 97%|█████████▋| 5186/5335 [00:57<00:01, 88.96it/s] 5179 25.8780 : 97%|█████████▋| 5198/5335 [00:57<00:01, 95.92it/s] 5199 27.1582 : 97%|█████████▋| 5198/5335 [00:57<00:01, 95.92it/s] 5199 27.1582 : 98%|█████████▊| 5211/5335 [00:58<00:01, 104.68it/s] 5219 26.3454 : 98%|█████████▊| 5211/5335 [00:58<00:01, 104.68it/s] 5219 26.3454 : 98%|█████████▊| 5225/5335 [00:58<00:00, 114.38it/s] 5239 27.0302 : 98%|█████████▊| 5225/5335 [00:58<00:00, 114.38it/s] 5239 27.0302 : 98%|█████████▊| 5240/5335 [00:58<00:00, 124.02it/s] 5239 27.0302 : 99%|█████████▊| 5256/5335 [00:58<00:00, 131.86it/s] 5259 26.0069 : 99%|█████████▊| 5256/5335 [00:58<00:00, 131.86it/s] 5259 26.0069 : 99%|█████████▉| 5271/5335 [00:58<00:00, 136.82it/s] 5279 24.9670 : 99%|█████████▉| 5271/5335 [00:58<00:00, 136.82it/s] 5279 24.9670 : 99%|█████████▉| 5286/5335 [00:58<00:00, 138.57it/s] 5299 25.1446 : 99%|█████████▉| 5286/5335 [00:58<00:00, 138.57it/s] 5299 25.1446 : 99%|█████████▉| 5300/5335 [00:58<00:00, 135.27it/s] 5299 25.1446 : 100%|█████████▉| 5314/5335 [00:58<00:00, 125.96it/s] 5319 24.7315 : 100%|█████████▉| 5314/5335 [00:58<00:00, 125.96it/s] 5319 24.7315 : 100%|█████████▉| 5327/5335 [00:58<00:00, 116.44it/s] 5319 24.7315 : 100%|██████████| 5335/5335 [00:59<00:00, 90.42it/s] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 1 epoch_size: 26671680 batches_per_epoch: 5335 batch_size: 5000 optim_type: 'ray' 0%| | 0/5335 [00:00<?, ?it/s] 0%| | 3/5335 [00:00<03:01, 29.31it/s] 0%| | 6/5335 [00:00<03:13, 27.51it/s] 0%| | 11/5335 [00:00<02:26, 36.29it/s] 0%| | 16/5335 [00:00<02:11, 40.48it/s] 5354 19.5023 : 0%| | 16/5335 [00:00<02:11, 40.48it/s] 5354 19.5023 : 0%| | 21/5335 [00:00<02:03, 43.00it/s] 5354 19.5023 : 1%| | 27/5335 [00:00<01:56, 45.72it/s] 5354 19.5023 : 1%| | 33/5335 [00:00<01:51, 47.54it/s] 5354 19.5023 : 1%| | 39/5335 [00:00<01:43, 51.03it/s] 5374 22.0903 : 1%| | 39/5335 [00:00<01:43, 51.03it/s] 5374 22.0903 : 1%| | 46/5335 [00:00<01:34, 56.08it/s] 5374 22.0903 : 1%| | 54/5335 [00:01<01:25, 61.77it/s] 5394 22.4892 : 1%| | 54/5335 [00:01<01:25, 61.77it/s] 5394 22.4892 : 1%| | 62/5335 [00:01<01:20, 65.69it/s] 5394 22.4892 : 1%|▏ | 70/5335 [00:01<01:15, 69.61it/s] 5394 22.4892 : 1%|▏ | 78/5335 [00:01<01:12, 72.54it/s] 5414 22.9025 : 1%|▏ | 78/5335 [00:01<01:12, 72.54it/s] 5414 22.9025 : 2%|▏ | 86/5335 [00:01<01:10, 74.44it/s] 5414 22.9025 : 2%|▏ | 94/5335 [00:01<01:09, 75.75it/s] 5434 22.8703 : 2%|▏ | 94/5335 [00:01<01:09, 75.75it/s] 5434 22.8703 : 2%|▏ | 102/5335 [00:01<01:08, 76.74it/s] 5434 22.8703 : 2%|▏ | 110/5335 [00:01<01:07, 77.51it/s] 5434 22.8703 : 2%|▏ | 118/5335 [00:01<01:08, 75.79it/s] 5454 21.3938 : 2%|▏ | 118/5335 [00:01<01:08, 75.79it/s] 5454 21.3938 : 2%|▏ | 126/5335 [00:02<01:12, 71.99it/s] 5454 21.3938 : 3%|▎ | 134/5335 [00:02<01:17, 66.73it/s] 5474 21.1332 : 3%|▎ | 134/5335 [00:02<01:17, 66.73it/s] 5474 21.1332 : 3%|▎ | 141/5335 [00:02<01:23, 62.57it/s] 5474 21.1332 : 3%|▎ | 148/5335 [00:02<01:26, 60.13it/s] 5474 21.1332 : 3%|▎ | 155/5335 [00:02<01:25, 60.23it/s] 5494 22.5178 : 3%|▎ | 155/5335 [00:02<01:25, 60.23it/s] 5494 22.5178 : 3%|▎ | 162/5335 [00:02<01:25, 60.78it/s] 5494 22.5178 : 3%|▎ | 169/5335 [00:02<01:25, 60.62it/s] 5494 22.5178 : 3%|▎ | 176/5335 [00:02<01:23, 61.54it/s] 5514 25.1447 : 3%|▎ | 176/5335 [00:02<01:23, 61.54it/s] 5514 25.1447 : 3%|▎ | 183/5335 [00:02<01:21, 63.10it/s] 5514 25.1447 : 4%|▎ | 191/5335 [00:03<01:18, 65.72it/s] 5534 22.9705 : 4%|▎ | 191/5335 [00:03<01:18, 65.72it/s] 5534 22.9705 : 4%|▎ | 200/5335 [00:03<01:12, 70.55it/s] 5534 22.9705 : 4%|▍ | 210/5335 [00:03<01:05, 77.92it/s] 5554 24.5429 : 4%|▍ | 210/5335 [00:03<01:05, 77.92it/s] 5554 24.5429 : 4%|▍ | 220/5335 [00:03<01:01, 83.67it/s] 5554 24.5429 : 4%|▍ | 230/5335 [00:03<00:57, 88.34it/s] 5574 26.6956 : 4%|▍ | 230/5335 [00:03<00:57, 88.34it/s] 5574 26.6956 : 4%|▍ | 240/5335 [00:03<00:56, 90.70it/s] 5574 26.6956 : 5%|▍ | 250/5335 [00:03<00:54, 92.51it/s] 5594 25.3195 : 5%|▍ | 250/5335 [00:03<00:54, 92.51it/s] 5594 25.3195 : 5%|▍ | 260/5335 [00:03<00:53, 94.43it/s] 5594 25.3195 : 5%|▌ | 270/5335 [00:03<00:54, 93.57it/s] 5614 24.9697 : 5%|▌ | 270/5335 [00:04<00:54, 93.57it/s] 5614 24.9697 : 5%|▌ | 280/5335 [00:04<00:57, 87.32it/s] 5614 24.9697 : 5%|▌ | 289/5335 [00:04<01:01, 81.79it/s] 5614 24.9697 : 6%|▌ | 298/5335 [00:04<01:05, 77.08it/s] 5634 24.3199 : 6%|▌ | 298/5335 [00:04<01:05, 77.08it/s] 5634 24.3199 : 6%|▌ | 306/5335 [00:04<01:08, 73.81it/s] 5634 24.3199 : 6%|▌ | 314/5335 [00:04<01:14, 67.30it/s] 5654 24.8458 : 6%|▌ | 314/5335 [00:04<01:14, 67.30it/s] 5654 24.8458 : 6%|▌ | 321/5335 [00:04<01:18, 63.66it/s] 5654 24.8458 : 6%|▌ | 328/5335 [00:04<01:20, 61.92it/s] 5654 24.8458 : 6%|▋ | 335/5335 [00:04<01:21, 61.30it/s] 5674 24.1731 : 6%|▋ | 335/5335 [00:05<01:21, 61.30it/s] 5674 24.1731 : 6%|▋ | 342/5335 [00:05<01:20, 62.34it/s] 5674 24.1731 : 7%|▋ | 350/5335 [00:05<01:14, 66.51it/s] 5674 24.1731 : 7%|▋ | 359/5335 [00:05<01:08, 72.68it/s] 5694 26.9016 : 7%|▋ | 359/5335 [00:05<01:08, 72.68it/s] 5694 26.9016 : 7%|▋ | 369/5335 [00:05<01:03, 78.72it/s] 5694 26.9016 : 7%|▋ | 379/5335 [00:05<00:59, 83.51it/s] 5714 23.6530 : 7%|▋ | 379/5335 [00:05<00:59, 83.51it/s] 5714 23.6530 : 7%|▋ | 389/5335 [00:05<00:57, 85.92it/s] 5714 23.6530 : 7%|▋ | 399/5335 [00:05<00:56, 87.26it/s] 5734 25.7087 : 7%|▋ | 399/5335 [00:05<00:56, 87.26it/s] 5734 25.7087 : 8%|▊ | 409/5335 [00:05<00:55, 88.40it/s] 5734 25.7087 : 8%|▊ | 418/5335 [00:05<00:55, 88.53it/s] 5754 24.9475 : 8%|▊ | 418/5335 [00:05<00:55, 88.53it/s] 5754 24.9475 : 8%|▊ | 427/5335 [00:06<00:57, 85.29it/s] 5754 24.9475 : 8%|▊ | 436/5335 [00:06<01:01, 79.94it/s] 5774 24.3232 : 8%|▊ | 436/5335 [00:06<01:01, 79.94it/s] 5774 24.3232 : 8%|▊ | 445/5335 [00:06<01:05, 74.85it/s] 5774 24.3232 : 8%|▊ | 453/5335 [00:06<01:08, 70.98it/s] 5794 18.7562 : 8%|▊ | 453/5335 [00:06<01:08, 70.98it/s] 5794 18.7562 : 9%|▊ | 461/5335 [00:06<01:14, 65.62it/s] 5794 18.7562 : 9%|▉ | 468/5335 [00:06<01:24, 57.58it/s] 5794 18.7562 : 9%|▉ | 474/5335 [00:06<01:31, 52.86it/s] 5814 22.5769 : 9%|▉ | 474/5335 [00:07<01:31, 52.86it/s] 5814 22.5769 : 9%|▉ | 480/5335 [00:07<01:36, 50.12it/s] 5814 22.5769 : 9%|▉ | 486/5335 [00:07<01:37, 49.55it/s] 5814 22.5769 : 9%|▉ | 492/5335 [00:07<01:38, 49.05it/s] 5814 22.5769 : 9%|▉ | 498/5335 [00:07<01:35, 50.88it/s] 5834 25.0249 : 9%|▉ | 498/5335 [00:07<01:35, 50.88it/s] 5834 25.0249 : 9%|▉ | 505/5335 [00:07<01:28, 54.60it/s] 5834 25.0249 : 10%|▉ | 513/5335 [00:07<01:21, 59.53it/s] 5854 26.6589 : 10%|▉ | 513/5335 [00:07<01:21, 59.53it/s] 5854 26.6589 : 10%|▉ | 521/5335 [00:07<01:15, 63.83it/s] 5854 26.6589 : 10%|▉ | 529/5335 [00:07<01:11, 67.04it/s] 5854 26.6589 : 10%|█ | 537/5335 [00:07<01:09, 68.99it/s] 5874 25.4218 : 10%|█ | 537/5335 [00:07<01:09, 68.99it/s] 5874 25.4218 : 10%|█ | 545/5335 [00:08<01:08, 69.59it/s] 5874 25.4218 : 10%|█ | 553/5335 [00:08<01:07, 70.73it/s] 5894 24.7634 : 10%|█ | 553/5335 [00:08<01:07, 70.73it/s] 5894 24.7634 : 11%|█ | 561/5335 [00:08<01:06, 71.76it/s] 5894 24.7634 : 11%|█ | 569/5335 [00:08<01:06, 71.35it/s] 5894 24.7634 : 11%|█ | 577/5335 [00:08<01:09, 68.72it/s] 5914 24.6983 : 11%|█ | 577/5335 [00:08<01:09, 68.72it/s] 5914 24.6983 : 11%|█ | 584/5335 [00:08<01:12, 65.43it/s] 5914 24.6983 : 11%|█ | 591/5335 [00:08<01:17, 61.03it/s] 5914 24.6983 : 11%|█ | 598/5335 [00:08<01:21, 58.38it/s] 5934 23.6204 : 11%|█ | 598/5335 [00:08<01:21, 58.38it/s] 5934 23.6204 : 11%|█▏ | 604/5335 [00:08<01:24, 56.12it/s] 5934 23.6204 : 11%|█▏ | 610/5335 [00:09<01:26, 54.82it/s] 5934 23.6204 : 12%|█▏ | 616/5335 [00:09<01:29, 52.56it/s] 5954 24.0384 : 12%|█▏ | 616/5335 [00:09<01:29, 52.56it/s] 5954 24.0384 : 12%|█▏ | 622/5335 [00:09<01:31, 51.28it/s] 5954 24.0384 : 12%|█▏ | 628/5335 [00:09<01:31, 51.46it/s] 5954 24.0384 : 12%|█▏ | 634/5335 [00:09<01:31, 51.21it/s] 5974 26.3691 : 12%|█▏ | 634/5335 [00:09<01:31, 51.21it/s] 5974 26.3691 : 12%|█▏ | 640/5335 [00:09<01:31, 51.33it/s] 5974 26.3691 : 12%|█▏ | 647/5335 [00:09<01:24, 55.31it/s] 5974 26.3691 : 12%|█▏ | 654/5335 [00:09<01:19, 59.22it/s] 5994 26.1644 : 12%|█▏ | 654/5335 [00:09<01:19, 59.22it/s] 5994 26.1644 : 12%|█▏ | 662/5335 [00:10<01:12, 64.51it/s] 5994 26.1644 : 13%|█▎ | 671/5335 [00:10<01:06, 69.77it/s] 6014 25.1927 : 13%|█▎ | 671/5335 [00:10<01:06, 69.77it/s] 6014 25.1927 : 13%|█▎ | 680/5335 [00:10<01:03, 72.86it/s] 6014 25.1927 : 13%|█▎ | 689/5335 [00:10<01:01, 75.41it/s] 6014 25.1927 : 13%|█▎ | 698/5335 [00:10<01:00, 77.08it/s] 6034 26.0098 : 13%|█▎ | 698/5335 [00:10<01:00, 77.08it/s] 6034 26.0098 : 13%|█▎ | 706/5335 [00:10<00:59, 77.60it/s] 6034 26.0098 : 13%|█▎ | 714/5335 [00:10<00:59, 78.21it/s] 6054 24.1608 : 13%|█▎ | 714/5335 [00:10<00:59, 78.21it/s] 6054 24.1608 : 14%|█▎ | 722/5335 [00:10<00:59, 77.25it/s] 6054 24.1608 : 14%|█▎ | 730/5335 [00:10<01:01, 74.69it/s] 6054 24.1608 : 14%|█▍ | 738/5335 [00:11<01:05, 70.41it/s] 6074 25.3971 : 14%|█▍ | 738/5335 [00:11<01:05, 70.41it/s] 6074 25.3971 : 14%|█▍ | 746/5335 [00:11<01:10, 64.95it/s] 6074 25.3971 : 14%|█▍ | 753/5335 [00:11<01:15, 60.92it/s] 6094 24.3553 : 14%|█▍ | 753/5335 [00:11<01:15, 60.92it/s] 6094 24.3553 : 14%|█▍ | 760/5335 [00:11<01:18, 58.45it/s] 6094 24.3553 : 14%|█▍ | 767/5335 [00:11<01:17, 58.85it/s] 6094 24.3553 : 15%|█▍ | 774/5335 [00:11<01:16, 59.87it/s] 6114 25.6685 : 15%|█▍ | 774/5335 [00:11<01:16, 59.87it/s] 6114 25.6685 : 15%|█▍ | 781/5335 [00:11<01:14, 61.45it/s] 6114 25.6685 : 15%|█▍ | 788/5335 [00:11<01:12, 62.92it/s] 6114 25.6685 : 15%|█▍ | 796/5335 [00:11<01:08, 66.75it/s] 6134 26.6438 : 15%|█▍ | 796/5335 [00:12<01:08, 66.75it/s] 6134 26.6438 : 15%|█▌ | 805/5335 [00:12<01:02, 72.53it/s] 6134 26.6438 : 15%|█▌ | 815/5335 [00:12<00:56, 79.86it/s] 6154 26.9284 : 15%|█▌ | 815/5335 [00:12<00:56, 79.86it/s] 6154 26.9284 : 15%|█▌ | 826/5335 [00:12<00:52, 86.60it/s] 6154 26.9284 : 16%|█▌ | 837/5335 [00:12<00:49, 90.88it/s] 6174 27.0350 : 16%|█▌ | 837/5335 [00:12<00:49, 90.88it/s] 6174 27.0350 : 16%|█▌ | 847/5335 [00:12<00:48, 93.09it/s] 6174 27.0350 : 16%|█▌ | 857/5335 [00:12<00:47, 93.66it/s] 6194 25.7733 : 16%|█▌ | 857/5335 [00:12<00:47, 93.66it/s] 6194 25.7733 : 16%|█▋ | 867/5335 [00:12<00:46, 95.45it/s] 6194 25.7733 : 16%|█▋ | 877/5335 [00:12<00:46, 95.30it/s] 6214 26.7330 : 16%|█▋ | 877/5335 [00:12<00:46, 95.30it/s] 6214 26.7330 : 17%|█▋ | 887/5335 [00:12<00:49, 90.25it/s] 6214 26.7330 : 17%|█▋ | 897/5335 [00:13<00:53, 82.90it/s] 6234 25.4704 : 17%|█▋ | 897/5335 [00:13<00:53, 82.90it/s] 6234 25.4704 : 17%|█▋ | 906/5335 [00:13<00:57, 77.10it/s] 6234 25.4704 : 17%|█▋ | 914/5335 [00:13<01:00, 73.61it/s] 6254 26.7407 : 17%|█▋ | 914/5335 [00:13<01:00, 73.61it/s] 6254 26.7407 : 17%|█▋ | 923/5335 [00:13<00:57, 77.21it/s] 6254 26.7407 : 17%|█▋ | 933/5335 [00:13<00:53, 82.12it/s] 6274 26.9956 : 17%|█▋ | 933/5335 [00:13<00:53, 82.12it/s] 6274 26.9956 : 18%|█▊ | 944/5335 [00:13<00:50, 87.66it/s] 6274 26.9956 : 18%|█▊ | 956/5335 [00:13<00:45, 96.12it/s] 6294 26.0798 : 18%|█▊ | 956/5335 [00:13<00:45, 96.12it/s] 6294 26.0798 : 18%|█▊ | 970/5335 [00:13<00:40, 106.82it/s] 6314 26.7336 : 18%|█▊ | 970/5335 [00:13<00:40, 106.82it/s] 6314 26.7336 : 18%|█▊ | 984/5335 [00:13<00:37, 114.65it/s] 6314 26.7336 : 19%|█▊ | 998/5335 [00:14<00:36, 120.31it/s] 6334 26.9454 : 19%|█▊ | 998/5335 [00:14<00:36, 120.31it/s] 6334 26.9454 : 19%|█▉ | 1011/5335 [00:14<00:35, 122.59it/s] 6354 26.1415 : 19%|█▉ | 1011/5335 [00:14<00:35, 122.59it/s] 6354 26.1415 : 19%|█▉ | 1024/5335 [00:14<00:34, 123.92it/s] 6354 26.1415 : 19%|█▉ | 1037/5335 [00:14<00:35, 120.88it/s] 6374 25.6320 : 19%|█▉ | 1037/5335 [00:14<00:35, 120.88it/s] 6374 25.6320 : 20%|█▉ | 1050/5335 [00:14<00:38, 111.33it/s] 6394 25.5065 : 20%|█▉ | 1050/5335 [00:14<00:38, 111.33it/s] 6394 25.5065 : 20%|█▉ | 1062/5335 [00:14<00:41, 103.20it/s] 6394 25.5065 : 20%|██ | 1073/5335 [00:14<00:46, 92.50it/s] 6414 23.6373 : 20%|██ | 1073/5335 [00:14<00:46, 92.50it/s] 6414 23.6373 : 20%|██ | 1083/5335 [00:14<00:50, 83.75it/s] 6414 23.6373 : 20%|██ | 1092/5335 [00:15<00:53, 79.87it/s] 6434 24.3917 : 20%|██ | 1092/5335 [00:15<00:53, 79.87it/s] 6434 24.3917 : 21%|██ | 1101/5335 [00:15<00:53, 79.43it/s] 6434 24.3917 : 21%|██ | 1110/5335 [00:15<00:51, 81.73it/s] 6454 26.5932 : 21%|██ | 1110/5335 [00:15<00:51, 81.73it/s] 6454 26.5932 : 21%|██ | 1120/5335 [00:15<00:48, 86.27it/s] 6454 26.5932 : 21%|██ | 1131/5335 [00:15<00:46, 90.39it/s] 6474 25.4306 : 21%|██ | 1131/5335 [00:15<00:46, 90.39it/s] 6474 25.4306 : 21%|██▏ | 1141/5335 [00:15<00:45, 92.95it/s] 6474 25.4306 : 22%|██▏ | 1151/5335 [00:15<00:44, 94.42it/s] 6494 25.9516 : 22%|██▏ | 1151/5335 [00:15<00:44, 94.42it/s] 6494 25.9516 : 22%|██▏ | 1161/5335 [00:15<00:43, 95.10it/s] 6494 25.9516 : 22%|██▏ | 1172/5335 [00:15<00:43, 96.81it/s] 6514 23.9062 : 22%|██▏ | 1172/5335 [00:16<00:43, 96.81it/s] 6514 23.9062 : 22%|██▏ | 1182/5335 [00:16<00:43, 96.13it/s] 6514 23.9062 : 22%|██▏ | 1192/5335 [00:16<00:45, 91.65it/s] 6534 24.2617 : 22%|██▏ | 1192/5335 [00:16<00:45, 91.65it/s] 6534 24.2617 : 23%|██▎ | 1202/5335 [00:16<00:49, 84.23it/s] 6534 24.2617 : 23%|██▎ | 1211/5335 [00:16<00:52, 78.34it/s] 6534 24.2617 : 23%|██▎ | 1219/5335 [00:16<00:54, 75.12it/s] 6554 20.3642 : 23%|██▎ | 1219/5335 [00:16<00:54, 75.12it/s] 6554 20.3642 : 23%|██▎ | 1227/5335 [00:16<01:03, 64.92it/s] 6554 20.3642 : 23%|██▎ | 1234/5335 [00:16<01:09, 59.08it/s] 6574 24.9283 : 23%|██▎ | 1234/5335 [00:16<01:09, 59.08it/s] 6574 24.9283 : 23%|██▎ | 1241/5335 [00:17<01:12, 56.27it/s] 6574 24.9283 : 23%|██▎ | 1247/5335 [00:17<01:14, 54.54it/s] 6574 24.9283 : 23%|██▎ | 1253/5335 [00:17<01:14, 55.16it/s] 6594 25.4745 : 23%|██▎ | 1253/5335 [00:17<01:14, 55.16it/s] 6594 25.4745 : 24%|██▎ | 1260/5335 [00:17<01:10, 57.45it/s] 6594 25.4745 : 24%|██▎ | 1267/5335 [00:17<01:07, 60.70it/s] 6594 25.4745 : 24%|██▍ | 1275/5335 [00:17<01:02, 64.66it/s] 6614 26.1896 : 24%|██▍ | 1275/5335 [00:17<01:02, 64.66it/s] 6614 26.1896 : 24%|██▍ | 1283/5335 [00:17<00:59, 67.84it/s] 6614 26.1896 : 24%|██▍ | 1291/5335 [00:17<00:57, 70.43it/s] 6614 26.1896 : 24%|██▍ | 1299/5335 [00:17<00:56, 71.44it/s] 6634 25.8016 : 24%|██▍ | 1299/5335 [00:17<00:56, 71.44it/s] 6634 25.8016 : 24%|██▍ | 1307/5335 [00:17<00:55, 72.17it/s] 6634 25.8016 : 25%|██▍ | 1315/5335 [00:18<00:54, 73.16it/s] 6654 24.7436 : 25%|██▍ | 1315/5335 [00:18<00:54, 73.16it/s] 6654 24.7436 : 25%|██▍ | 1323/5335 [00:18<00:54, 74.12it/s] 6654 24.7436 : 25%|██▍ | 1331/5335 [00:18<00:54, 73.52it/s] 6654 24.7436 : 25%|██▌ | 1339/5335 [00:18<00:55, 72.08it/s] 6674 26.8983 : 25%|██▌ | 1339/5335 [00:18<00:55, 72.08it/s] 6674 26.8983 : 25%|██▌ | 1347/5335 [00:18<00:59, 67.24it/s] 6674 26.8983 : 25%|██▌ | 1354/5335 [00:18<01:03, 62.44it/s] 6694 23.8038 : 25%|██▌ | 1354/5335 [00:18<01:03, 62.44it/s] 6694 23.8038 : 26%|██▌ | 1361/5335 [00:18<01:09, 57.45it/s] 6694 23.8038 : 26%|██▌ | 1367/5335 [00:18<01:11, 55.33it/s] 6694 23.8038 : 26%|██▌ | 1373/5335 [00:19<01:13, 53.83it/s] 6694 23.8038 : 26%|██▌ | 1379/5335 [00:19<01:13, 53.70it/s] 6714 22.8649 : 26%|██▌ | 1379/5335 [00:19<01:13, 53.70it/s] 6714 22.8649 : 26%|██▌ | 1385/5335 [00:19<01:12, 54.59it/s] 6714 22.8649 : 26%|██▌ | 1391/5335 [00:19<01:11, 55.45it/s] 6714 22.8649 : 26%|██▌ | 1398/5335 [00:19<01:08, 57.12it/s] 6734 25.1766 : 26%|██▌ | 1398/5335 [00:19<01:08, 57.12it/s] 6734 25.1766 : 26%|██▋ | 1405/5335 [00:19<01:04, 60.47it/s] 6734 25.1766 : 26%|██▋ | 1413/5335 [00:19<01:01, 63.94it/s] 6754 25.1503 : 26%|██▋ | 1413/5335 [00:19<01:01, 63.94it/s] 6754 25.1503 : 27%|██▋ | 1422/5335 [00:19<00:56, 68.98it/s] 6754 25.1503 : 27%|██▋ | 1431/5335 [00:19<00:53, 72.89it/s] 6754 25.1503 : 27%|██▋ | 1439/5335 [00:20<00:52, 74.67it/s] 6774 23.9519 : 27%|██▋ | 1439/5335 [00:20<00:52, 74.67it/s] 6774 23.9519 : 27%|██▋ | 1448/5335 [00:20<00:50, 77.23it/s] 6774 23.9519 : 27%|██▋ | 1457/5335 [00:20<00:49, 78.48it/s] 6794 24.9992 : 27%|██▋ | 1457/5335 [00:20<00:49, 78.48it/s] 6794 24.9992 : 27%|██▋ | 1466/5335 [00:20<00:48, 79.04it/s] 6794 24.9992 : 28%|██▊ | 1475/5335 [00:20<00:48, 79.74it/s] 6814 24.2613 : 28%|██▊ | 1475/5335 [00:20<00:48, 79.74it/s] 6814 24.2613 : 28%|██▊ | 1483/5335 [00:20<00:48, 78.91it/s] 6814 24.2613 : 28%|██▊ | 1491/5335 [00:20<00:49, 77.61it/s] 6814 24.2613 : 28%|██▊ | 1499/5335 [00:20<00:53, 72.29it/s] 6834 25.0018 : 28%|██▊ | 1499/5335 [00:20<00:53, 72.29it/s] 6834 25.0018 : 28%|██▊ | 1507/5335 [00:20<00:57, 66.02it/s] 6834 25.0018 : 28%|██▊ | 1514/5335 [00:21<01:02, 60.98it/s] 6854 23.0354 : 28%|██▊ | 1514/5335 [00:21<01:02, 60.98it/s] 6854 23.0354 : 29%|██▊ | 1521/5335 [00:21<01:05, 58.52it/s] 6854 23.0354 : 29%|██▊ | 1528/5335 [00:21<01:02, 60.62it/s] 6854 23.0354 : 29%|██▉ | 1536/5335 [00:21<00:57, 65.54it/s] 6874 26.4082 : 29%|██▉ | 1536/5335 [00:21<00:57, 65.54it/s] 6874 26.4082 : 29%|██▉ | 1544/5335 [00:21<00:54, 69.08it/s] 6874 26.4082 : 29%|██▉ | 1553/5335 [00:21<00:50, 74.54it/s] 6894 24.9898 : 29%|██▉ | 1553/5335 [00:21<00:50, 74.54it/s] 6894 24.9898 : 29%|██▉ | 1563/5335 [00:21<00:46, 80.88it/s] 6894 24.9898 : 30%|██▉ | 1574/5335 [00:21<00:42, 88.31it/s] 6914 26.7904 : 30%|██▉ | 1574/5335 [00:21<00:42, 88.31it/s] 6914 26.7904 : 30%|██▉ | 1585/5335 [00:21<00:39, 94.44it/s] 6914 26.7904 : 30%|██▉ | 1596/5335 [00:22<00:38, 98.17it/s] 6934 26.8398 : 30%|██▉ | 1596/5335 [00:22<00:38, 98.17it/s] 6934 26.8398 : 30%|███ | 1607/5335 [00:22<00:36, 101.17it/s] 6934 26.8398 : 30%|███ | 1618/5335 [00:22<00:36, 102.49it/s] 6954 26.6318 : 30%|███ | 1618/5335 [00:22<00:36, 102.49it/s] 6954 26.6318 : 31%|███ | 1629/5335 [00:22<00:35, 103.25it/s] 6974 25.2301 : 31%|███ | 1629/5335 [00:22<00:35, 103.25it/s] 6974 25.2301 : 31%|███ | 1640/5335 [00:22<00:36, 101.87it/s] 6974 25.2301 : 31%|███ | 1651/5335 [00:22<00:38, 96.40it/s] 6994 25.7352 : 31%|███ | 1651/5335 [00:22<00:38, 96.40it/s] 6994 25.7352 : 31%|███ | 1661/5335 [00:22<00:41, 88.00it/s] 6994 25.7352 : 31%|███▏ | 1670/5335 [00:22<00:44, 82.64it/s] 6994 25.7352 : 31%|███▏ | 1679/5335 [00:23<00:44, 82.05it/s] 7014 24.9767 : 31%|███▏ | 1679/5335 [00:23<00:44, 82.05it/s] 7014 24.9767 : 32%|███▏ | 1691/5335 [00:23<00:39, 91.73it/s] 7034 26.5991 : 32%|███▏ | 1691/5335 [00:23<00:39, 91.73it/s] 7034 26.5991 : 32%|███▏ | 1704/5335 [00:23<00:35, 101.11it/s] 7034 26.5991 : 32%|███▏ | 1719/5335 [00:23<00:31, 113.27it/s] 7054 26.0191 : 32%|███▏ | 1719/5335 [00:23<00:31, 113.27it/s] 7054 26.0191 : 33%|███▎ | 1735/5335 [00:23<00:28, 126.25it/s] 7074 26.9702 : 33%|███▎ | 1735/5335 [00:23<00:28, 126.25it/s] 7074 26.9702 : 33%|███▎ | 1751/5335 [00:23<00:26, 134.95it/s] 7094 27.3894 : 33%|███▎ | 1751/5335 [00:23<00:26, 134.95it/s] 7094 27.3894 : 33%|███▎ | 1767/5335 [00:23<00:25, 141.28it/s] 7114 26.1992 : 33%|███▎ | 1767/5335 [00:23<00:25, 141.28it/s] 7114 26.1992 : 33%|███▎ | 1782/5335 [00:23<00:24, 142.88it/s] 7114 26.1992 : 34%|███▎ | 1797/5335 [00:23<00:24, 142.16it/s] 7134 25.1160 : 34%|███▎ | 1797/5335 [00:23<00:24, 142.16it/s] 7134 25.1160 : 34%|███▍ | 1812/5335 [00:23<00:26, 132.50it/s] 7154 24.8467 : 34%|███▍ | 1812/5335 [00:24<00:26, 132.50it/s] 7154 24.8467 : 34%|███▍ | 1826/5335 [00:24<00:28, 122.03it/s] 7174 27.3909 : 34%|███▍ | 1826/5335 [00:24<00:28, 122.03it/s] 7174 27.3909 : 34%|███▍ | 1840/5335 [00:24<00:27, 125.43it/s] 7174 27.3909 : 35%|███▍ | 1856/5335 [00:24<00:26, 133.30it/s] 7194 23.0336 : 35%|███▍ | 1856/5335 [00:24<00:26, 133.30it/s] 7194 23.0336 : 35%|███▌ | 1874/5335 [00:24<00:23, 145.93it/s] 7214 25.9709 : 35%|███▌ | 1874/5335 [00:24<00:23, 145.93it/s] 7214 25.9709 : 36%|███▌ | 1894/5335 [00:24<00:21, 158.91it/s] 7234 27.0351 : 36%|███▌ | 1894/5335 [00:24<00:21, 158.91it/s] 7234 27.0351 : 36%|███▌ | 1914/5335 [00:24<00:20, 169.59it/s] 7254 26.9214 : 36%|███▌ | 1914/5335 [00:24<00:20, 169.59it/s] 7254 26.9214 : 36%|███▌ | 1933/5335 [00:24<00:19, 174.99it/s] 7274 24.6408 : 36%|███▌ | 1933/5335 [00:24<00:19, 174.99it/s] 7274 24.6408 : 37%|███▋ | 1951/5335 [00:24<00:19, 174.70it/s] 7294 25.5454 : 37%|███▋ | 1951/5335 [00:24<00:19, 174.70it/s] 7294 25.5454 : 37%|███▋ | 1969/5335 [00:24<00:20, 163.77it/s] 7314 25.0142 : 37%|███▋ | 1969/5335 [00:25<00:20, 163.77it/s] 7314 25.0142 : 37%|███▋ | 1986/5335 [00:25<00:22, 148.20it/s] 7334 28.6990 : 37%|███▋ | 1986/5335 [00:25<00:22, 148.20it/s] 7334 28.6990 : 38%|███▊ | 2002/5335 [00:25<00:25, 128.81it/s] 7334 28.6990 : 38%|███▊ | 2016/5335 [00:25<00:27, 122.63it/s] 7354 25.2856 : 38%|███▊ | 2016/5335 [00:25<00:27, 122.63it/s] 7354 25.2856 : 38%|███▊ | 2029/5335 [00:25<00:26, 122.59it/s] 7374 26.6869 : 38%|███▊ | 2029/5335 [00:25<00:26, 122.59it/s] 7374 26.6869 : 38%|███▊ | 2043/5335 [00:25<00:26, 124.48it/s] 7374 26.6869 : 39%|███▊ | 2057/5335 [00:25<00:25, 126.31it/s] 7394 25.4542 : 39%|███▊ | 2057/5335 [00:25<00:25, 126.31it/s] 7394 25.4542 : 39%|███▉ | 2071/5335 [00:25<00:25, 127.49it/s] 7414 24.4038 : 39%|███▉ | 2071/5335 [00:25<00:25, 127.49it/s] 7414 24.4038 : 39%|███▉ | 2084/5335 [00:25<00:25, 126.93it/s] 7414 24.4038 : 39%|███▉ | 2097/5335 [00:26<00:26, 123.41it/s] 7434 24.6924 : 39%|███▉ | 2097/5335 [00:26<00:26, 123.41it/s] 7434 24.6924 : 40%|███▉ | 2110/5335 [00:26<00:27, 115.23it/s] 7454 24.8317 : 40%|███▉ | 2110/5335 [00:26<00:27, 115.23it/s] 7454 24.8317 : 40%|███▉ | 2122/5335 [00:26<00:30, 104.70it/s] 7454 24.8317 : 40%|███▉ | 2133/5335 [00:26<00:32, 98.91it/s] 7474 23.4711 : 40%|███▉ | 2133/5335 [00:26<00:32, 98.91it/s] 7474 23.4711 : 40%|████ | 2144/5335 [00:26<00:37, 84.55it/s] 7474 23.4711 : 40%|████ | 2153/5335 [00:26<00:41, 76.13it/s] 7494 23.5423 : 40%|████ | 2153/5335 [00:26<00:41, 76.13it/s] 7494 23.5423 : 41%|████ | 2161/5335 [00:26<00:43, 72.95it/s] 7494 23.5423 : 41%|████ | 2169/5335 [00:27<00:44, 71.79it/s] 7494 23.5423 : 41%|████ | 2177/5335 [00:27<00:43, 72.29it/s] 7514 25.5811 : 41%|████ | 2177/5335 [00:27<00:43, 72.29it/s] 7514 25.5811 : 41%|████ | 2185/5335 [00:27<00:43, 73.18it/s] 7514 25.5811 : 41%|████ | 2193/5335 [00:27<00:42, 73.66it/s] 7534 23.2930 : 41%|████ | 2193/5335 [00:27<00:42, 73.66it/s] 7534 23.2930 : 41%|████▏ | 2201/5335 [00:27<00:42, 73.86it/s] 7534 23.2930 : 41%|████▏ | 2209/5335 [00:27<00:41, 74.75it/s] 7534 23.2930 : 42%|████▏ | 2217/5335 [00:27<00:41, 75.49it/s] 7554 24.6151 : 42%|████▏ | 2217/5335 [00:27<00:41, 75.49it/s] 7554 24.6151 : 42%|████▏ | 2225/5335 [00:27<00:41, 75.43it/s] 7554 24.6151 : 42%|████▏ | 2233/5335 [00:27<00:42, 73.41it/s] 7574 23.2192 : 42%|████▏ | 2233/5335 [00:27<00:42, 73.41it/s] 7574 23.2192 : 42%|████▏ | 2241/5335 [00:27<00:44, 69.60it/s] 7574 23.2192 : 42%|████▏ | 2249/5335 [00:28<00:47, 64.46it/s] 7574 23.2192 : 42%|████▏ | 2256/5335 [00:28<00:52, 58.95it/s] 7594 23.6723 : 42%|████▏ | 2256/5335 [00:28<00:52, 58.95it/s] 7594 23.6723 : 42%|████▏ | 2263/5335 [00:28<00:55, 54.91it/s] 7594 23.6723 : 43%|████▎ | 2269/5335 [00:28<00:59, 51.31it/s] 7594 23.6723 : 43%|████▎ | 2275/5335 [00:28<01:02, 48.81it/s] 7614 24.6972 : 43%|████▎ | 2275/5335 [00:28<01:02, 48.81it/s] 7614 24.6972 : 43%|████▎ | 2280/5335 [00:28<01:02, 48.79it/s] 7614 24.6972 : 43%|████▎ | 2285/5335 [00:28<01:02, 48.93it/s] 7614 24.6972 : 43%|████▎ | 2292/5335 [00:29<00:56, 53.70it/s] 7614 24.6972 : 43%|████▎ | 2299/5335 [00:29<00:53, 57.27it/s] 7634 26.2391 : 43%|████▎ | 2299/5335 [00:29<00:53, 57.27it/s] 7634 26.2391 : 43%|████▎ | 2306/5335 [00:29<00:49, 60.68it/s] 7634 26.2391 : 43%|████▎ | 2314/5335 [00:29<00:45, 65.88it/s] 7654 26.0319 : 43%|████▎ | 2314/5335 [00:29<00:45, 65.88it/s] 7654 26.0319 : 44%|████▎ | 2323/5335 [00:29<00:42, 70.89it/s] 7654 26.0319 : 44%|████▎ | 2332/5335 [00:29<00:39, 76.23it/s] 7674 27.1861 : 44%|████▎ | 2332/5335 [00:29<00:39, 76.23it/s] 7674 27.1861 : 44%|████▍ | 2341/5335 [00:29<00:37, 79.71it/s] 7674 27.1861 : 44%|████▍ | 2350/5335 [00:29<00:36, 82.29it/s] 7674 27.1861 : 44%|████▍ | 2359/5335 [00:29<00:35, 84.49it/s] 7694 25.8820 : 44%|████▍ | 2359/5335 [00:29<00:35, 84.49it/s] 7694 25.8820 : 44%|████▍ | 2368/5335 [00:29<00:34, 86.10it/s] 7694 25.8820 : 45%|████▍ | 2377/5335 [00:30<00:34, 86.79it/s] 7714 25.1883 : 45%|████▍ | 2377/5335 [00:30<00:34, 86.79it/s] 7714 25.1883 : 45%|████▍ | 2386/5335 [00:30<00:34, 84.65it/s] 7714 25.1883 : 45%|████▍ | 2395/5335 [00:30<00:36, 79.79it/s] 7734 24.1974 : 45%|████▍ | 2395/5335 [00:30<00:36, 79.79it/s] 7734 24.1974 : 45%|████▌ | 2404/5335 [00:30<00:40, 72.83it/s] 7734 24.1974 : 45%|████▌ | 2412/5335 [00:30<00:44, 66.20it/s] 7734 24.1974 : 45%|████▌ | 2419/5335 [00:30<00:48, 60.57it/s] 7754 25.1128 : 45%|████▌ | 2419/5335 [00:30<00:48, 60.57it/s] 7754 25.1128 : 45%|████▌ | 2426/5335 [00:30<00:51, 56.77it/s] 7754 25.1128 : 46%|████▌ | 2432/5335 [00:30<00:52, 55.62it/s] 7754 25.1128 : 46%|████▌ | 2438/5335 [00:31<00:52, 54.91it/s] 7774 22.0721 : 46%|████▌ | 2438/5335 [00:31<00:52, 54.91it/s] 7774 22.0721 : 46%|████▌ | 2447/5335 [00:31<00:46, 62.40it/s] 7774 22.0721 : 46%|████▌ | 2456/5335 [00:31<00:42, 68.21it/s] 7794 27.6061 : 46%|████▌ | 2456/5335 [00:31<00:42, 68.21it/s] 7794 27.6061 : 46%|████▌ | 2466/5335 [00:31<00:38, 75.18it/s] 7794 27.6061 : 46%|████▋ | 2477/5335 [00:31<00:34, 82.63it/s] 7814 23.6031 : 46%|████▋ | 2477/5335 [00:31<00:34, 82.63it/s] 7814 23.6031 : 47%|████▋ | 2488/5335 [00:31<00:31, 89.33it/s] 7814 23.6031 : 47%|████▋ | 2499/5335 [00:31<00:30, 93.79it/s] 7834 26.5598 : 47%|████▋ | 2499/5335 [00:31<00:30, 93.79it/s] 7834 26.5598 : 47%|████▋ | 2510/5335 [00:31<00:28, 97.85it/s] 7854 26.1783 : 47%|████▋ | 2510/5335 [00:31<00:28, 97.85it/s] 7854 26.1783 : 47%|████▋ | 2521/5335 [00:31<00:27, 100.96it/s] 7854 26.1783 : 47%|████▋ | 2532/5335 [00:32<00:27, 102.32it/s] 7874 24.5661 : 47%|████▋ | 2532/5335 [00:32<00:27, 102.32it/s] 7874 24.5661 : 48%|████▊ | 2543/5335 [00:32<00:28, 99.69it/s] 7874 24.5661 : 48%|████▊ | 2554/5335 [00:32<00:30, 92.62it/s] 7894 24.6556 : 48%|████▊ | 2554/5335 [00:32<00:30, 92.62it/s] 7894 24.6556 : 48%|████▊ | 2564/5335 [00:32<00:32, 84.01it/s] 7894 24.6556 : 48%|████▊ | 2573/5335 [00:32<00:35, 76.83it/s] 7914 24.3072 : 48%|████▊ | 2573/5335 [00:32<00:35, 76.83it/s] 7914 24.3072 : 48%|████▊ | 2581/5335 [00:32<00:38, 71.12it/s] 7914 24.3072 : 49%|████▊ | 2589/5335 [00:32<00:39, 68.94it/s] 7914 24.3072 : 49%|████▊ | 2598/5335 [00:32<00:36, 74.09it/s] 7934 27.1156 : 49%|████▊ | 2598/5335 [00:32<00:36, 74.09it/s] 7934 27.1156 : 49%|████▉ | 2608/5335 [00:33<00:33, 80.77it/s] 7934 27.1156 : 49%|████▉ | 2619/5335 [00:33<00:30, 87.90it/s] 7954 24.7141 : 49%|████▉ | 2619/5335 [00:33<00:30, 87.90it/s] 7954 24.7141 : 49%|████▉ | 2631/5335 [00:33<00:28, 95.86it/s] 7974 26.4550 : 49%|████▉ | 2631/5335 [00:33<00:28, 95.86it/s] 7974 26.4550 : 50%|████▉ | 2644/5335 [00:33<00:25, 103.93it/s] 7974 26.4550 : 50%|████▉ | 2657/5335 [00:33<00:24, 109.84it/s] 7994 26.6438 : 50%|████▉ | 2657/5335 [00:33<00:24, 109.84it/s] 7994 26.6438 : 50%|█████ | 2670/5335 [00:33<00:23, 113.92it/s] 8014 26.9847 : 50%|█████ | 2670/5335 [00:33<00:23, 113.92it/s] 8014 26.9847 : 50%|█████ | 2683/5335 [00:33<00:22, 116.78it/s] 8014 26.9847 : 51%|█████ | 2695/5335 [00:33<00:23, 114.46it/s] 8034 24.3113 : 51%|█████ | 2695/5335 [00:33<00:23, 114.46it/s] 8034 24.3113 : 51%|█████ | 2707/5335 [00:33<00:24, 107.98it/s] 8034 24.3113 : 51%|█████ | 2718/5335 [00:34<00:26, 98.59it/s] 8054 25.4429 : 51%|█████ | 2718/5335 [00:34<00:26, 98.59it/s] 8054 25.4429 : 51%|█████ | 2729/5335 [00:34<00:29, 88.58it/s] 8054 25.4429 : 51%|█████▏ | 2739/5335 [00:34<00:31, 82.71it/s] 8074 24.8999 : 51%|█████▏ | 2739/5335 [00:34<00:31, 82.71it/s] 8074 24.8999 : 52%|█████▏ | 2748/5335 [00:34<00:31, 83.38it/s] 8074 24.8999 : 52%|█████▏ | 2757/5335 [00:34<00:30, 84.57it/s] 8094 26.0876 : 52%|█████▏ | 2757/5335 [00:34<00:30, 84.57it/s] 8094 26.0876 : 52%|█████▏ | 2767/5335 [00:34<00:29, 86.75it/s] 8094 26.0876 : 52%|█████▏ | 2778/5335 [00:34<00:27, 91.70it/s] 8114 25.4248 : 52%|█████▏ | 2778/5335 [00:34<00:27, 91.70it/s] 8114 25.4248 : 52%|█████▏ | 2789/5335 [00:34<00:26, 96.14it/s] 8134 25.9827 : 52%|█████▏ | 2789/5335 [00:34<00:26, 96.14it/s] 8134 25.9827 : 53%|█████▎ | 2801/5335 [00:34<00:25, 101.05it/s] 8134 25.9827 : 53%|█████▎ | 2813/5335 [00:35<00:24, 104.31it/s] 8154 26.2967 : 53%|█████▎ | 2813/5335 [00:35<00:24, 104.31it/s] 8154 26.2967 : 53%|█████▎ | 2825/5335 [00:35<00:23, 106.78it/s] 8154 26.2967 : 53%|█████▎ | 2836/5335 [00:35<00:23, 107.43it/s] 8174 23.8721 : 53%|█████▎ | 2836/5335 [00:35<00:23, 107.43it/s] 8174 23.8721 : 53%|█████▎ | 2847/5335 [00:35<00:23, 106.18it/s] 8174 23.8721 : 54%|█████▎ | 2858/5335 [00:35<00:24, 101.69it/s] 8194 25.5489 : 54%|█████▎ | 2858/5335 [00:35<00:24, 101.69it/s] 8194 25.5489 : 54%|█████▍ | 2869/5335 [00:35<00:26, 92.49it/s] 8194 25.5489 : 54%|█████▍ | 2879/5335 [00:35<00:29, 82.61it/s] 8214 23.0098 : 54%|█████▍ | 2879/5335 [00:35<00:29, 82.61it/s] 8214 23.0098 : 54%|█████▍ | 2888/5335 [00:35<00:32, 75.25it/s] 8214 23.0098 : 54%|█████▍ | 2896/5335 [00:36<00:33, 73.00it/s] 8234 25.3162 : 54%|█████▍ | 2896/5335 [00:36<00:33, 73.00it/s] 8234 25.3162 : 54%|█████▍ | 2904/5335 [00:36<00:33, 71.85it/s] 8234 25.3162 : 55%|█████▍ | 2912/5335 [00:36<00:34, 70.56it/s] 8254 25.7402 : 55%|█████▍ | 2912/5335 [00:36<00:34, 70.56it/s] 8254 25.7402 : 55%|█████▍ | 2920/5335 [00:36<00:33, 71.19it/s] 8254 25.7402 : 55%|█████▍ | 2929/5335 [00:36<00:32, 73.75it/s] 8254 25.7402 : 55%|█████▌ | 2938/5335 [00:36<00:31, 76.75it/s] 8274 24.9624 : 55%|█████▌ | 2938/5335 [00:36<00:31, 76.75it/s] 8274 24.9624 : 55%|█████▌ | 2947/5335 [00:36<00:29, 79.83it/s] 8274 24.9624 : 55%|█████▌ | 2956/5335 [00:36<00:28, 82.30it/s] 8294 27.1717 : 55%|█████▌ | 2956/5335 [00:36<00:28, 82.30it/s] 8294 27.1717 : 56%|█████▌ | 2965/5335 [00:36<00:28, 83.26it/s] 8294 27.1717 : 56%|█████▌ | 2974/5335 [00:37<00:27, 84.42it/s] 8314 25.6387 : 56%|█████▌ | 2974/5335 [00:37<00:27, 84.42it/s] 8314 25.6387 : 56%|█████▌ | 2983/5335 [00:37<00:27, 84.66it/s] 8314 25.6387 : 56%|█████▌ | 2992/5335 [00:37<00:28, 83.52it/s] 8334 25.2125 : 56%|█████▌ | 2992/5335 [00:37<00:28, 83.52it/s] 8334 25.2125 : 56%|█████▋ | 3001/5335 [00:37<00:28, 81.30it/s] 8334 25.2125 : 56%|█████▋ | 3010/5335 [00:37<00:30, 77.37it/s] 8334 25.2125 : 57%|█████▋ | 3018/5335 [00:37<00:32, 70.70it/s] 8354 25.4420 : 57%|█████▋ | 3018/5335 [00:37<00:32, 70.70it/s] 8354 25.4420 : 57%|█████▋ | 3026/5335 [00:37<00:35, 64.29it/s] 8354 25.4420 : 57%|█████▋ | 3033/5335 [00:37<00:39, 58.91it/s] 8374 25.6063 : 57%|█████▋ | 3033/5335 [00:38<00:39, 58.91it/s] 8374 25.6063 : 57%|█████▋ | 3040/5335 [00:38<00:41, 55.11it/s] 8374 25.6063 : 57%|█████▋ | 3046/5335 [00:38<00:43, 52.97it/s] 8374 25.6063 : 57%|█████▋ | 3053/5335 [00:38<00:41, 55.24it/s] 8394 25.9751 : 57%|█████▋ | 3053/5335 [00:38<00:41, 55.24it/s] 8394 25.9751 : 57%|█████▋ | 3060/5335 [00:38<00:39, 57.33it/s] 8394 25.9751 : 57%|█████▋ | 3067/5335 [00:38<00:37, 59.76it/s] 8394 25.9751 : 58%|█████▊ | 3074/5335 [00:38<00:36, 62.06it/s] 8414 24.7682 : 58%|█████▊ | 3074/5335 [00:38<00:36, 62.06it/s] 8414 24.7682 : 58%|█████▊ | 3082/5335 [00:38<00:34, 65.88it/s] 8414 24.7682 : 58%|█████▊ | 3090/5335 [00:38<00:32, 69.06it/s] 8414 24.7682 : 58%|█████▊ | 3098/5335 [00:38<00:31, 71.72it/s] 8434 26.0491 : 58%|█████▊ | 3098/5335 [00:39<00:31, 71.72it/s] 8434 26.0491 : 58%|█████▊ | 3107/5335 [00:39<00:29, 74.40it/s] 8434 26.0491 : 58%|█████▊ | 3115/5335 [00:39<00:29, 75.04it/s] 8454 25.7663 : 58%|█████▊ | 3115/5335 [00:39<00:29, 75.04it/s] 8454 25.7663 : 59%|█████▊ | 3123/5335 [00:39<00:29, 74.87it/s] 8454 25.7663 : 59%|█████▊ | 3131/5335 [00:39<00:29, 75.44it/s] 8454 25.7663 : 59%|█████▉ | 3139/5335 [00:39<00:29, 74.95it/s] 8474 25.7488 : 59%|█████▉ | 3139/5335 [00:39<00:29, 74.95it/s] 8474 25.7488 : 59%|█████▉ | 3147/5335 [00:39<00:30, 72.49it/s] 8474 25.7488 : 59%|█████▉ | 3155/5335 [00:39<00:31, 68.15it/s] 8494 24.0799 : 59%|█████▉ | 3155/5335 [00:39<00:31, 68.15it/s] 8494 24.0799 : 59%|█████▉ | 3162/5335 [00:39<00:35, 61.01it/s] 8494 24.0799 : 59%|█████▉ | 3169/5335 [00:40<00:39, 54.40it/s] 8494 24.0799 : 60%|█████▉ | 3175/5335 [00:40<00:43, 49.51it/s] 8514 22.7504 : 60%|█████▉ | 3175/5335 [00:40<00:43, 49.51it/s] 8514 22.7504 : 60%|█████▉ | 3181/5335 [00:40<00:46, 46.03it/s] 8514 22.7504 : 60%|█████▉ | 3186/5335 [00:40<00:48, 44.63it/s] 8514 22.7504 : 60%|█████▉ | 3191/5335 [00:40<00:48, 44.18it/s] 8514 22.7504 : 60%|█████▉ | 3196/5335 [00:40<00:47, 44.98it/s] 8534 15.4525 : 60%|█████▉ | 3196/5335 [00:40<00:47, 44.98it/s] 8534 15.4525 : 60%|██████ | 3202/5335 [00:40<00:43, 48.79it/s] 8534 15.4525 : 60%|██████ | 3211/5335 [00:40<00:35, 59.39it/s] 8554 26.5631 : 60%|██████ | 3211/5335 [00:41<00:35, 59.39it/s] 8554 26.5631 : 60%|██████ | 3220/5335 [00:41<00:31, 67.63it/s] 8554 26.5631 : 61%|██████ | 3230/5335 [00:41<00:27, 76.72it/s] 8574 26.0723 : 61%|██████ | 3230/5335 [00:41<00:27, 76.72it/s] 8574 26.0723 : 61%|██████ | 3241/5335 [00:41<00:24, 84.43it/s] 8574 26.0723 : 61%|██████ | 3252/5335 [00:41<00:22, 90.64it/s] 8594 27.8344 : 61%|██████ | 3252/5335 [00:41<00:22, 90.64it/s] 8594 27.8344 : 61%|██████ | 3263/5335 [00:41<00:21, 95.47it/s] 8594 27.8344 : 61%|██████▏ | 3274/5335 [00:41<00:20, 98.16it/s] 8614 26.2650 : 61%|██████▏ | 3274/5335 [00:41<00:20, 98.16it/s] 8614 26.2650 : 62%|██████▏ | 3285/5335 [00:41<00:20, 100.30it/s] 8614 26.2650 : 62%|██████▏ | 3296/5335 [00:41<00:20, 99.65it/s] 8634 23.9419 : 62%|██████▏ | 3296/5335 [00:41<00:20, 99.65it/s] 8634 23.9419 : 62%|██████▏ | 3306/5335 [00:41<00:21, 94.83it/s] 8634 23.9419 : 62%|██████▏ | 3316/5335 [00:42<00:23, 86.26it/s] 8654 23.8136 : 62%|██████▏ | 3316/5335 [00:42<00:23, 86.26it/s] 8654 23.8136 : 62%|██████▏ | 3325/5335 [00:42<00:26, 76.60it/s] 8654 23.8136 : 62%|██████▏ | 3333/5335 [00:42<00:29, 69.03it/s] 8674 24.3517 : 62%|██████▏ | 3333/5335 [00:42<00:29, 69.03it/s] 8674 24.3517 : 63%|██████▎ | 3341/5335 [00:42<00:30, 64.74it/s] 8674 24.3517 : 63%|██████▎ | 3348/5335 [00:42<00:30, 64.34it/s] 8674 24.3517 : 63%|██████▎ | 3356/5335 [00:42<00:29, 66.94it/s] 8694 28.0101 : 63%|██████▎ | 3356/5335 [00:42<00:29, 66.94it/s] 8694 28.0101 : 63%|██████▎ | 3365/5335 [00:42<00:27, 71.78it/s] 8694 28.0101 : 63%|██████▎ | 3374/5335 [00:42<00:25, 76.25it/s] 8714 24.8784 : 63%|██████▎ | 3374/5335 [00:42<00:25, 76.25it/s] 8714 24.8784 : 63%|██████▎ | 3384/5335 [00:43<00:23, 81.45it/s] 8714 24.8784 : 64%|██████▎ | 3394/5335 [00:43<00:22, 86.42it/s] 8734 26.7116 : 64%|██████▎ | 3394/5335 [00:43<00:22, 86.42it/s] 8734 26.7116 : 64%|██████▍ | 3405/5335 [00:43<00:21, 91.60it/s] 8734 26.7116 : 64%|██████▍ | 3416/5335 [00:43<00:20, 95.23it/s] 8754 26.8568 : 64%|██████▍ | 3416/5335 [00:43<00:20, 95.23it/s] 8754 26.8568 : 64%|██████▍ | 3426/5335 [00:43<00:19, 96.34it/s] 8754 26.8568 : 64%|██████▍ | 3437/5335 [00:43<00:19, 97.99it/s] 8774 24.9880 : 64%|██████▍ | 3437/5335 [00:43<00:19, 97.99it/s] 8774 24.9880 : 65%|██████▍ | 3447/5335 [00:43<00:19, 98.31it/s] 8774 24.9880 : 65%|██████▍ | 3457/5335 [00:43<00:19, 93.90it/s] 8794 24.1514 : 65%|██████▍ | 3457/5335 [00:43<00:19, 93.90it/s] 8794 24.1514 : 65%|██████▍ | 3467/5335 [00:43<00:21, 85.55it/s] 8794 24.1514 : 65%|██████▌ | 3476/5335 [00:44<00:24, 75.39it/s] 8814 24.3211 : 65%|██████▌ | 3476/5335 [00:44<00:24, 75.39it/s] 8814 24.3211 : 65%|██████▌ | 3484/5335 [00:44<00:27, 67.33it/s] 8814 24.3211 : 65%|██████▌ | 3492/5335 [00:44<00:29, 63.06it/s] 8814 24.3211 : 66%|██████▌ | 3499/5335 [00:44<00:29, 62.07it/s] 8834 24.0339 : 66%|██████▌ | 3499/5335 [00:44<00:29, 62.07it/s] 8834 24.0339 : 66%|██████▌ | 3506/5335 [00:44<00:28, 63.52it/s] 8834 24.0339 : 66%|██████▌ | 3514/5335 [00:44<00:27, 66.76it/s] 8854 26.5274 : 66%|██████▌ | 3514/5335 [00:44<00:27, 66.76it/s] 8854 26.5274 : 66%|██████▌ | 3522/5335 [00:44<00:26, 68.73it/s] 8854 26.5274 : 66%|██████▌ | 3531/5335 [00:44<00:24, 72.22it/s] 8874 26.2400 : 66%|██████▌ | 3531/5335 [00:45<00:24, 72.22it/s] 8874 26.2400 : 66%|██████▋ | 3540/5335 [00:45<00:23, 76.18it/s] 8874 26.2400 : 67%|██████▋ | 3550/5335 [00:45<00:22, 80.75it/s] 8894 26.9633 : 67%|██████▋ | 3550/5335 [00:45<00:22, 80.75it/s] 8894 26.9633 : 67%|██████▋ | 3560/5335 [00:45<00:21, 84.50it/s] 8894 26.9633 : 67%|██████▋ | 3569/5335 [00:45<00:20, 86.00it/s] 8894 26.9633 : 67%|██████▋ | 3579/5335 [00:45<00:20, 87.43it/s] 8914 27.2129 : 67%|██████▋ | 3579/5335 [00:45<00:20, 87.43it/s] 8914 27.2129 : 67%|██████▋ | 3589/5335 [00:45<00:19, 88.77it/s] 8914 27.2129 : 67%|██████▋ | 3598/5335 [00:45<00:19, 88.34it/s] 8934 25.0772 : 67%|██████▋ | 3598/5335 [00:45<00:19, 88.34it/s] 8934 25.0772 : 68%|██████▊ | 3607/5335 [00:45<00:20, 84.89it/s] 8934 25.0772 : 68%|██████▊ | 3616/5335 [00:45<00:21, 78.43it/s] 8954 25.1205 : 68%|██████▊ | 3616/5335 [00:45<00:21, 78.43it/s] 8954 25.1205 : 68%|██████▊ | 3624/5335 [00:46<00:24, 70.82it/s] 8954 25.1205 : 68%|██████▊ | 3632/5335 [00:46<00:27, 62.77it/s] 8954 25.1205 : 68%|██████▊ | 3639/5335 [00:46<00:29, 58.22it/s] 8974 24.7591 : 68%|██████▊ | 3639/5335 [00:46<00:29, 58.22it/s] 8974 24.7591 : 68%|██████▊ | 3646/5335 [00:46<00:30, 56.15it/s] 8974 24.7591 : 68%|██████▊ | 3652/5335 [00:46<00:30, 55.36it/s] 8974 24.7591 : 69%|██████▊ | 3658/5335 [00:46<00:29, 56.21it/s] 8994 22.4798 : 69%|██████▊ | 3658/5335 [00:46<00:29, 56.21it/s] 8994 22.4798 : 69%|██████▊ | 3665/5335 [00:46<00:28, 59.32it/s] 8994 22.4798 : 69%|██████▉ | 3672/5335 [00:46<00:27, 60.10it/s] 8994 22.4798 : 69%|██████▉ | 3679/5335 [00:47<00:26, 61.76it/s] 9014 27.6716 : 69%|██████▉ | 3679/5335 [00:47<00:26, 61.76it/s] 9014 27.6716 : 69%|██████▉ | 3687/5335 [00:47<00:25, 64.46it/s] 9014 27.6716 : 69%|██████▉ | 3695/5335 [00:47<00:24, 67.26it/s] 9034 23.9004 : 69%|██████▉ | 3695/5335 [00:47<00:24, 67.26it/s] 9034 23.9004 : 69%|██████▉ | 3703/5335 [00:47<00:23, 70.39it/s] 9034 23.9004 : 70%|██████▉ | 3712/5335 [00:47<00:22, 73.40it/s] 9054 27.2730 : 70%|██████▉ | 3712/5335 [00:47<00:22, 73.40it/s] 9054 27.2730 : 70%|██████▉ | 3720/5335 [00:47<00:21, 74.71it/s] 9054 27.2730 : 70%|██████▉ | 3728/5335 [00:47<00:21, 75.58it/s] 9054 27.2730 : 70%|███████ | 3736/5335 [00:47<00:20, 76.79it/s] 9074 26.4859 : 70%|███████ | 3736/5335 [00:47<00:20, 76.79it/s] 9074 26.4859 : 70%|███████ | 3744/5335 [00:47<00:20, 77.11it/s] 9074 26.4859 : 70%|███████ | 3752/5335 [00:47<00:20, 76.06it/s] 9094 24.2867 : 70%|███████ | 3752/5335 [00:48<00:20, 76.06it/s] 9094 24.2867 : 70%|███████ | 3760/5335 [00:48<00:21, 72.43it/s] 9094 24.2867 : 71%|███████ | 3768/5335 [00:48<00:23, 66.31it/s] 9094 24.2867 : 71%|███████ | 3775/5335 [00:48<00:26, 59.55it/s] 9114 24.7206 : 71%|███████ | 3775/5335 [00:48<00:26, 59.55it/s] 9114 24.7206 : 71%|███████ | 3782/5335 [00:48<00:28, 53.59it/s] 9114 24.7206 : 71%|███████ | 3788/5335 [00:48<00:31, 49.60it/s] 9114 24.7206 : 71%|███████ | 3794/5335 [00:48<00:32, 47.75it/s] 9114 24.7206 : 71%|███████ | 3799/5335 [00:48<00:32, 47.53it/s] 9134 24.6036 : 71%|███████ | 3799/5335 [00:48<00:32, 47.53it/s] 9134 24.6036 : 71%|███████▏ | 3804/5335 [00:49<00:32, 47.03it/s] 9134 24.6036 : 71%|███████▏ | 3810/5335 [00:49<00:31, 48.08it/s] 9134 24.6036 : 72%|███████▏ | 3817/5335 [00:49<00:28, 52.97it/s] 9154 21.5905 : 72%|███████▏ | 3817/5335 [00:49<00:28, 52.97it/s] 9154 21.5905 : 72%|███████▏ | 3825/5335 [00:49<00:25, 58.83it/s] 9154 21.5905 : 72%|███████▏ | 3833/5335 [00:49<00:23, 63.10it/s] 9174 25.0571 : 72%|███████▏ | 3833/5335 [00:49<00:23, 63.10it/s] 9174 25.0571 : 72%|███████▏ | 3841/5335 [00:49<00:22, 67.50it/s] 9174 25.0571 : 72%|███████▏ | 3851/5335 [00:49<00:19, 75.86it/s] 9194 24.8286 : 72%|███████▏ | 3851/5335 [00:49<00:19, 75.86it/s] 9194 24.8286 : 72%|███████▏ | 3862/5335 [00:49<00:17, 84.60it/s] 9194 24.8286 : 73%|███████▎ | 3874/5335 [00:49<00:15, 92.37it/s] 9214 22.8157 : 73%|███████▎ | 3874/5335 [00:49<00:15, 92.37it/s] 9214 22.8157 : 73%|███████▎ | 3885/5335 [00:50<00:14, 97.30it/s] 9214 22.8157 : 73%|███████▎ | 3896/5335 [00:50<00:14, 100.77it/s] 9234 25.5590 : 73%|███████▎ | 3896/5335 [00:50<00:14, 100.77it/s] 9234 25.5590 : 73%|███████▎ | 3907/5335 [00:50<00:13, 102.08it/s] 9234 25.5590 : 73%|███████▎ | 3918/5335 [00:50<00:13, 103.51it/s] 9254 21.5212 : 73%|███████▎ | 3918/5335 [00:50<00:13, 103.51it/s] 9254 21.5212 : 74%|███████▎ | 3929/5335 [00:50<00:14, 100.37it/s] 9274 21.5483 : 74%|███████▎ | 3929/5335 [00:50<00:14, 100.37it/s] 9274 21.5483 : 74%|███████▍ | 3940/5335 [00:50<00:14, 94.14it/s] 9274 21.5483 : 74%|███████▍ | 3950/5335 [00:50<00:15, 87.78it/s] 9274 21.5483 : 74%|███████▍ | 3959/5335 [00:50<00:16, 83.48it/s] 9294 24.5266 : 74%|███████▍ | 3959/5335 [00:50<00:16, 83.48it/s] 9294 24.5266 : 74%|███████▍ | 3968/5335 [00:50<00:16, 82.52it/s] 9294 24.5266 : 75%|███████▍ | 3977/5335 [00:51<00:16, 84.50it/s] 9314 27.5089 : 75%|███████▍ | 3977/5335 [00:51<00:16, 84.50it/s] 9314 27.5089 : 75%|███████▍ | 3986/5335 [00:51<00:15, 85.98it/s] 9314 27.5089 : 75%|███████▍ | 3997/5335 [00:51<00:14, 90.74it/s] 9334 26.0060 : 75%|███████▍ | 3997/5335 [00:51<00:14, 90.74it/s] 9334 26.0060 : 75%|███████▌ | 4009/5335 [00:51<00:13, 98.29it/s] 9354 25.2747 : 75%|███████▌ | 4009/5335 [00:51<00:13, 98.29it/s] 9354 25.2747 : 75%|███████▌ | 4022/5335 [00:51<00:12, 107.03it/s] 9354 25.2747 : 76%|███████▌ | 4035/5335 [00:51<00:11, 113.31it/s] 9374 23.9451 : 76%|███████▌ | 4035/5335 [00:51<00:11, 113.31it/s] 9374 23.9451 : 76%|███████▌ | 4048/5335 [00:51<00:10, 117.55it/s] 9394 25.9436 : 76%|███████▌ | 4048/5335 [00:51<00:10, 117.55it/s] 9394 25.9436 : 76%|███████▌ | 4061/5335 [00:51<00:10, 119.28it/s] 9394 25.9436 : 76%|███████▋ | 4074/5335 [00:51<00:10, 119.88it/s] 9414 24.2502 : 76%|███████▋ | 4074/5335 [00:51<00:10, 119.88it/s] 9414 24.2502 : 77%|███████▋ | 4087/5335 [00:52<00:10, 115.93it/s] 9414 24.2502 : 77%|███████▋ | 4099/5335 [00:52<00:11, 108.19it/s] 9434 23.3612 : 77%|███████▋ | 4099/5335 [00:52<00:11, 108.19it/s] 9434 23.3612 : 77%|███████▋ | 4110/5335 [00:52<00:12, 100.43it/s] 9454 26.6689 : 77%|███████▋ | 4110/5335 [00:52<00:12, 100.43it/s] 9454 26.6689 : 77%|███████▋ | 4121/5335 [00:52<00:12, 94.70it/s] 9454 26.6689 : 77%|███████▋ | 4131/5335 [00:52<00:13, 91.87it/s] 9474 25.6619 : 77%|███████▋ | 4131/5335 [00:52<00:13, 91.87it/s] 9474 25.6619 : 78%|███████▊ | 4141/5335 [00:52<00:13, 91.03it/s] 9474 25.6619 : 78%|███████▊ | 4152/5335 [00:52<00:12, 93.88it/s] 9494 25.2518 : 78%|███████▊ | 4152/5335 [00:52<00:12, 93.88it/s] 9494 25.2518 : 78%|███████▊ | 4164/5335 [00:52<00:11, 100.22it/s] 9494 25.2518 : 78%|███████▊ | 4177/5335 [00:52<00:10, 107.37it/s] 9514 27.3662 : 78%|███████▊ | 4177/5335 [00:52<00:10, 107.37it/s] 9514 27.3662 : 79%|███████▊ | 4190/5335 [00:53<00:10, 112.96it/s] 9534 24.9539 : 79%|███████▊ | 4190/5335 [00:53<00:10, 112.96it/s] 9534 24.9539 : 79%|███████▉ | 4203/5335 [00:53<00:09, 115.49it/s] 9534 24.9539 : 79%|███████▉ | 4215/5335 [00:53<00:09, 116.48it/s] 9554 25.6172 : 79%|███████▉ | 4215/5335 [00:53<00:09, 116.48it/s] 9554 25.6172 : 79%|███████▉ | 4227/5335 [00:53<00:09, 116.44it/s] 9554 25.6172 : 79%|███████▉ | 4239/5335 [00:53<00:09, 112.62it/s] 9574 25.2652 : 79%|███████▉ | 4239/5335 [00:53<00:09, 112.62it/s] 9574 25.2652 : 80%|███████▉ | 4251/5335 [00:53<00:10, 104.11it/s] 9594 25.5000 : 80%|███████▉ | 4251/5335 [00:53<00:10, 104.11it/s] 9594 25.5000 : 80%|███████▉ | 4262/5335 [00:53<00:11, 97.18it/s] 9594 25.5000 : 80%|████████ | 4272/5335 [00:53<00:11, 91.14it/s] 9614 26.3821 : 80%|████████ | 4272/5335 [00:53<00:11, 91.14it/s] 9614 26.3821 : 80%|████████ | 4282/5335 [00:53<00:12, 86.54it/s] 9614 26.3821 : 80%|████████ | 4291/5335 [00:54<00:12, 84.94it/s] 9634 24.4924 : 80%|████████ | 4291/5335 [00:54<00:12, 84.94it/s] 9634 24.4924 : 81%|████████ | 4301/5335 [00:54<00:11, 86.97it/s] 9634 24.4924 : 81%|████████ | 4311/5335 [00:54<00:11, 90.11it/s] 9654 25.8040 : 81%|████████ | 4311/5335 [00:54<00:11, 90.11it/s] 9654 25.8040 : 81%|████████ | 4322/5335 [00:54<00:10, 95.08it/s] 9654 25.8040 : 81%|████████ | 4333/5335 [00:54<00:10, 98.33it/s] 9674 24.8536 : 81%|████████ | 4333/5335 [00:54<00:10, 98.33it/s] 9674 24.8536 : 81%|████████▏ | 4344/5335 [00:54<00:09, 101.27it/s] 9674 24.8536 : 82%|████████▏ | 4355/5335 [00:54<00:09, 102.85it/s] 9694 25.9786 : 82%|████████▏ | 4355/5335 [00:54<00:09, 102.85it/s] 9694 25.9786 : 82%|████████▏ | 4366/5335 [00:54<00:09, 103.46it/s] 9694 25.9786 : 82%|████████▏ | 4377/5335 [00:54<00:09, 102.78it/s] 9714 24.4713 : 82%|████████▏ | 4377/5335 [00:54<00:09, 102.78it/s] 9714 24.4713 : 82%|████████▏ | 4388/5335 [00:55<00:09, 99.22it/s] 9714 24.4713 : 82%|████████▏ | 4398/5335 [00:55<00:10, 91.62it/s] 9734 24.1222 : 82%|████████▏ | 4398/5335 [00:55<00:10, 91.62it/s] 9734 24.1222 : 83%|████████▎ | 4408/5335 [00:55<00:11, 84.01it/s] 9734 24.1222 : 83%|████████▎ | 4417/5335 [00:55<00:11, 80.19it/s] 9754 21.2132 : 83%|████████▎ | 4417/5335 [00:55<00:11, 80.19it/s] 9754 21.2132 : 83%|████████▎ | 4427/5335 [00:55<00:10, 84.50it/s] 9754 21.2132 : 83%|████████▎ | 4439/5335 [00:55<00:09, 93.39it/s] 9774 28.0175 : 83%|████████▎ | 4439/5335 [00:55<00:09, 93.39it/s] 9774 28.0175 : 83%|████████▎ | 4452/5335 [00:55<00:08, 103.13it/s] 9794 24.1598 : 83%|████████▎ | 4452/5335 [00:55<00:08, 103.13it/s] 9794 24.1598 : 84%|████████▎ | 4467/5335 [00:55<00:07, 115.31it/s] 9814 26.8867 : 84%|████████▎ | 4467/5335 [00:55<00:07, 115.31it/s] 9814 26.8867 : 84%|████████▍ | 4482/5335 [00:55<00:06, 125.09it/s] 9814 26.8867 : 84%|████████▍ | 4497/5335 [00:56<00:06, 132.23it/s] 9834 26.0372 : 84%|████████▍ | 4497/5335 [00:56<00:06, 132.23it/s] 9834 26.0372 : 85%|████████▍ | 4512/5335 [00:56<00:06, 136.61it/s] 9854 25.5406 : 85%|████████▍ | 4512/5335 [00:56<00:06, 136.61it/s] 9854 25.5406 : 85%|████████▍ | 4527/5335 [00:56<00:05, 138.57it/s] 9874 25.0238 : 85%|████████▍ | 4527/5335 [00:56<00:05, 138.57it/s] 9874 25.0238 : 85%|████████▌ | 4541/5335 [00:56<00:05, 136.56it/s] 9874 25.0238 : 85%|████████▌ | 4555/5335 [00:56<00:06, 127.33it/s] 9894 24.3971 : 85%|████████▌ | 4555/5335 [00:56<00:06, 127.33it/s] 9894 24.3971 : 86%|████████▌ | 4568/5335 [00:56<00:06, 118.51it/s] 9914 23.1016 : 86%|████████▌ | 4568/5335 [00:56<00:06, 118.51it/s] 9914 23.1016 : 86%|████████▌ | 4581/5335 [00:56<00:06, 120.20it/s] 9914 23.1016 : 86%|████████▌ | 4596/5335 [00:56<00:05, 127.88it/s] 9934 25.4543 : 86%|████████▌ | 4596/5335 [00:56<00:05, 127.88it/s] 9934 25.4543 : 86%|████████▋ | 4613/5335 [00:56<00:05, 138.81it/s] 9954 25.7173 : 86%|████████▋ | 4613/5335 [00:56<00:05, 138.81it/s] 9954 25.7173 : 87%|████████▋ | 4632/5335 [00:57<00:04, 151.81it/s] 9974 27.1832 : 87%|████████▋ | 4632/5335 [00:57<00:04, 151.81it/s] 9974 27.1832 : 87%|████████▋ | 4650/5335 [00:57<00:04, 159.45it/s] 9994 25.9647 : 87%|████████▋ | 4650/5335 [00:57<00:04, 159.45it/s] 9994 25.9647 : 87%|████████▋ | 4668/5335 [00:57<00:04, 164.69it/s] 10014 24.4894 : 87%|████████▋ | 4668/5335 [00:57<00:04, 164.69it/s] 10014 24.4894 : 88%|████████▊ | 4686/5335 [00:57<00:03, 167.02it/s] 10034 24.9912 : 88%|████████▊ | 4686/5335 [00:57<00:03, 167.02it/s] 10034 24.9912 : 88%|████████▊ | 4703/5335 [00:57<00:03, 159.95it/s] 10054 26.2556 : 88%|████████▊ | 4703/5335 [00:57<00:03, 159.95it/s] 10054 26.2556 : 88%|████████▊ | 4720/5335 [00:57<00:04, 148.67it/s] 10054 26.2556 : 89%|████████▉ | 4736/5335 [00:57<00:04, 130.77it/s] 10074 28.0464 : 89%|████████▉ | 4736/5335 [00:57<00:04, 130.77it/s] 10074 28.0464 : 89%|████████▉ | 4750/5335 [00:57<00:04, 119.66it/s] 10094 26.6834 : 89%|████████▉ | 4750/5335 [00:58<00:04, 119.66it/s] 10094 26.6834 : 89%|████████▉ | 4763/5335 [00:58<00:04, 117.31it/s] 10094 26.6834 : 90%|████████▉ | 4776/5335 [00:58<00:04, 119.31it/s] 10114 26.9487 : 90%|████████▉ | 4776/5335 [00:58<00:04, 119.31it/s] 10114 26.9487 : 90%|████████▉ | 4789/5335 [00:58<00:04, 121.60it/s] 10134 25.5204 : 90%|████████▉ | 4789/5335 [00:58<00:04, 121.60it/s] 10134 25.5204 : 90%|█████████ | 4802/5335 [00:58<00:04, 123.14it/s] 10134 25.5204 : 90%|█████████ | 4815/5335 [00:58<00:04, 124.24it/s] 10154 25.3627 : 90%|█████████ | 4815/5335 [00:58<00:04, 124.24it/s] 10154 25.3627 : 90%|█████████ | 4828/5335 [00:58<00:04, 123.64it/s] 10174 25.5470 : 90%|█████████ | 4828/5335 [00:58<00:04, 123.64it/s] 10174 25.5470 : 91%|█████████ | 4841/5335 [00:58<00:04, 120.22it/s] 10174 25.5470 : 91%|█████████ | 4854/5335 [00:58<00:04, 111.69it/s] 10194 25.1649 : 91%|█████████ | 4854/5335 [00:58<00:04, 111.69it/s] 10194 25.1649 : 91%|█████████ | 4866/5335 [00:58<00:04, 101.62it/s] 10194 25.1649 : 91%|█████████▏| 4877/5335 [00:59<00:04, 96.33it/s] 10214 25.3273 : 91%|█████████▏| 4877/5335 [00:59<00:04, 96.33it/s] 10214 25.3273 : 92%|█████████▏| 4887/5335 [00:59<00:05, 88.99it/s] 10214 25.3273 : 92%|█████████▏| 4897/5335 [00:59<00:05, 84.11it/s] 10234 24.9703 : 92%|█████████▏| 4897/5335 [00:59<00:05, 84.11it/s] 10234 24.9703 : 92%|█████████▏| 4906/5335 [00:59<00:05, 83.97it/s] 10234 24.9703 : 92%|█████████▏| 4915/5335 [00:59<00:04, 84.56it/s] 10254 24.7660 : 92%|█████████▏| 4915/5335 [00:59<00:04, 84.56it/s] 10254 24.7660 : 92%|█████████▏| 4925/5335 [00:59<00:04, 87.06it/s] 10254 24.7660 : 93%|█████████▎| 4935/5335 [00:59<00:04, 89.91it/s] 10274 25.3213 : 93%|█████████▎| 4935/5335 [00:59<00:04, 89.91it/s] 10274 25.3213 : 93%|█████████▎| 4945/5335 [00:59<00:04, 91.41it/s] 10274 25.3213 : 93%|█████████▎| 4955/5335 [00:59<00:04, 92.56it/s] 10294 24.4559 : 93%|█████████▎| 4955/5335 [01:00<00:04, 92.56it/s] 10294 24.4559 : 93%|█████████▎| 4965/5335 [01:00<00:03, 93.96it/s] 10294 24.4559 : 93%|█████████▎| 4975/5335 [01:00<00:03, 93.28it/s] 10314 24.9017 : 93%|█████████▎| 4975/5335 [01:00<00:03, 93.28it/s] 10314 24.9017 : 93%|█████████▎| 4985/5335 [01:00<00:03, 88.83it/s] 10314 24.9017 : 94%|█████████▎| 4994/5335 [01:00<00:04, 82.55it/s] 10334 25.2657 : 94%|█████████▎| 4994/5335 [01:00<00:04, 82.55it/s] 10334 25.2657 : 94%|█████████▍| 5003/5335 [01:00<00:04, 75.15it/s] 10334 25.2657 : 94%|█████████▍| 5011/5335 [01:00<00:04, 69.86it/s] 10334 25.2657 : 94%|█████████▍| 5019/5335 [01:00<00:04, 64.53it/s] 10354 25.1913 : 94%|█████████▍| 5019/5335 [01:00<00:04, 64.53it/s] 10354 25.1913 : 94%|█████████▍| 5026/5335 [01:01<00:04, 62.48it/s] 10354 25.1913 : 94%|█████████▍| 5033/5335 [01:01<00:04, 64.31it/s] 10374 27.7019 : 94%|█████████▍| 5033/5335 [01:01<00:04, 64.31it/s] 10374 27.7019 : 95%|█████████▍| 5042/5335 [01:01<00:04, 70.38it/s] 10374 27.7019 : 95%|█████████▍| 5052/5335 [01:01<00:03, 77.24it/s] 10394 25.8052 : 95%|█████████▍| 5052/5335 [01:01<00:03, 77.24it/s] 10394 25.8052 : 95%|█████████▍| 5063/5335 [01:01<00:03, 85.06it/s] 10394 25.8052 : 95%|█████████▌| 5075/5335 [01:01<00:02, 93.18it/s] 10414 26.6958 : 95%|█████████▌| 5075/5335 [01:01<00:02, 93.18it/s] 10414 26.6958 : 95%|█████████▌| 5087/5335 [01:01<00:02, 100.02it/s] 10414 26.6958 : 96%|█████████▌| 5099/5335 [01:01<00:02, 105.59it/s] 10434 27.9629 : 96%|█████████▌| 5099/5335 [01:01<00:02, 105.59it/s] 10434 27.9629 : 96%|█████████▌| 5111/5335 [01:01<00:02, 109.32it/s] 10454 26.6682 : 96%|█████████▌| 5111/5335 [01:01<00:02, 109.32it/s] 10454 26.6682 : 96%|█████████▌| 5123/5335 [01:01<00:01, 111.58it/s] 10454 26.6682 : 96%|█████████▋| 5135/5335 [01:02<00:01, 110.55it/s] 10474 24.6140 : 96%|█████████▋| 5135/5335 [01:02<00:01, 110.55it/s] 10474 24.6140 : 96%|█████████▋| 5147/5335 [01:02<00:01, 104.33it/s] 10474 24.6140 : 97%|█████████▋| 5158/5335 [01:02<00:01, 96.14it/s] 10494 25.0872 : 97%|█████████▋| 5158/5335 [01:02<00:01, 96.14it/s] 10494 25.0872 : 97%|█████████▋| 5168/5335 [01:02<00:01, 88.41it/s] 10494 25.0872 : 97%|█████████▋| 5178/5335 [01:02<00:01, 82.99it/s] 10514 26.0481 : 97%|█████████▋| 5178/5335 [01:02<00:01, 82.99it/s] 10514 26.0481 : 97%|█████████▋| 5187/5335 [01:02<00:01, 84.43it/s] 10514 26.0481 : 97%|█████████▋| 5198/5335 [01:02<00:01, 90.81it/s] 10534 27.4801 : 97%|█████████▋| 5198/5335 [01:02<00:01, 90.81it/s] 10534 27.4801 : 98%|█████████▊| 5211/5335 [01:02<00:01, 99.50it/s] 10554 26.5957 : 98%|█████████▊| 5211/5335 [01:02<00:01, 99.50it/s] 10554 26.5957 : 98%|█████████▊| 5225/5335 [01:02<00:01, 109.22it/s] 10574 27.1948 : 98%|█████████▊| 5225/5335 [01:03<00:01, 109.22it/s] 10574 27.1948 : 98%|█████████▊| 5240/5335 [01:03<00:00, 119.21it/s] 10574 27.1948 : 99%|█████████▊| 5255/5335 [01:03<00:00, 126.46it/s] 10594 26.2183 : 99%|█████████▊| 5255/5335 [01:03<00:00, 126.46it/s] 10594 26.2183 : 99%|█████████▉| 5270/5335 [01:03<00:00, 132.70it/s] 10614 25.1678 : 99%|█████████▉| 5270/5335 [01:03<00:00, 132.70it/s] 10614 25.1678 : 99%|█████████▉| 5284/5335 [01:03<00:00, 134.32it/s] 10614 25.1678 : 99%|█████████▉| 5298/5335 [01:03<00:00, 131.22it/s] 10634 25.4034 : 99%|█████████▉| 5298/5335 [01:03<00:00, 131.22it/s] 10634 25.4034 : 100%|█████████▉| 5312/5335 [01:03<00:00, 121.17it/s] 10654 24.9057 : 100%|█████████▉| 5312/5335 [01:03<00:00, 121.17it/s] 10654 24.9057 : 100%|█████████▉| 5325/5335 [01:03<00:00, 111.09it/s] 10654 24.9057 : 100%|██████████| 5335/5335 [01:03<00:00, 83.48it/s] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 2 epoch_size: 35 batches_per_epoch: 35 batch_size: 1 optim_type: 'image' 0%| | 0/35 [00:00<?, ?it/s]/root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/torch/nn/functional.py:3609: UserWarning: Default upsampling behavior when mode=bilinear is changed to align_corners=False since 0.4.0. Please specify align_corners=True if the old behavior is desired. See the documentation of nn.Upsample for details. warnings.warn( /root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/torch/nn/functional.py:3657: UserWarning: The default behavior for interpolate/upsample with float scale_factor changed in 1.6.0 to align with other frameworks/libraries, and now uses scale_factor directly, instead of relying on the computed output size. If you wish to restore the old behavior, please set recompute_scale_factor=True. See the documentation of nn.Upsample for details. warnings.warn( /root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/torch/nn/functional.py:718: UserWarning: Named tensors and all their associated APIs are an experimental feature and subject to change. Please do not use them for anything important until they are released as stable. (Triggered internally at /pytorch/c10/core/TensorImpl.h:1156.) return torch.max_pool2d(input, kernel_size, stride, padding, dilation, ceil_mode) 3%|▎ | 1/35 [00:02<01:11, 2.09s/it] 6%|▌ | 2/35 [00:03<01:04, 1.97s/it] 9%|▊ | 3/35 [00:06<01:05, 2.05s/it] 11%|█▏ | 4/35 [00:08<01:05, 2.12s/it] 14%|█▍ | 5/35 [00:10<00:58, 1.96s/it] 17%|█▋ | 6/35 [00:12<00:59, 2.07s/it] 20%|██ | 7/35 [00:13<00:49, 1.78s/it] 23%|██▎ | 8/35 [00:16<00:54, 2.02s/it] 26%|██▌ | 9/35 [00:18<00:52, 2.01s/it] 29%|██▊ | 10/35 [00:19<00:46, 1.86s/it] 31%|███▏ | 11/35 [00:22<00:49, 2.07s/it] 34%|███▍ | 12/35 [00:24<00:48, 2.12s/it] 37%|███▋ | 13/35 [00:25<00:42, 1.94s/it] 40%|████ | 14/35 [00:28<00:47, 2.24s/it] 43%|████▎ | 15/35 [00:31<00:49, 2.46s/it] 46%|████▌ | 16/35 [00:33<00:43, 2.27s/it] 49%|████▊ | 17/35 [00:36<00:44, 2.48s/it] 51%|█████▏ | 18/35 [00:38<00:41, 2.42s/it] 54%|█████▍ | 19/35 [00:41<00:38, 2.43s/it] 10689 0.3892 0.0124 0.0010 : 54%|█████▍ | 19/35 [00:43<00:38, 2.43s/it] 10689 0.3892 0.0124 0.0010 : 57%|█████▋ | 20/35 [00:43<00:36, 2.44s/it] 10689 0.3892 0.0124 0.0010 : 60%|██████ | 21/35 [00:46<00:36, 2.60s/it] 10689 0.3892 0.0124 0.0010 : 63%|██████▎ | 22/35 [00:48<00:29, 2.29s/it] 10689 0.3892 0.0124 0.0010 : 66%|██████▌ | 23/35 [00:49<00:24, 2.06s/it] 10689 0.3892 0.0124 0.0010 : 69%|██████▊ | 24/35 [00:51<00:20, 1.84s/it] 10689 0.3892 0.0124 0.0010 : 71%|███████▏ | 25/35 [00:52<00:17, 1.76s/it] 10689 0.3892 0.0124 0.0010 : 74%|███████▍ | 26/35 [00:55<00:18, 2.09s/it] 10689 0.3892 0.0124 0.0010 : 77%|███████▋ | 27/35 [00:58<00:18, 2.35s/it] 10689 0.3892 0.0124 0.0010 : 80%|████████ | 28/35 [01:01<00:16, 2.39s/it] 10689 0.3892 0.0124 0.0010 : 83%|████████▎ | 29/35 [01:03<00:15, 2.54s/it] 10689 0.3892 0.0124 0.0010 : 86%|████████▌ | 30/35 [01:05<00:11, 2.35s/it] 10689 0.3892 0.0124 0.0010 : 89%|████████▊ | 31/35 [01:07<00:08, 2.05s/it] 10689 0.3892 0.0124 0.0010 : 91%|█████████▏| 32/35 [01:10<00:06, 2.33s/it] 10689 0.3892 0.0124 0.0010 : 94%|█████████▍| 33/35 [01:11<00:04, 2.09s/it] 10689 0.3892 0.0124 0.0010 : 97%|█████████▋| 34/35 [01:12<00:01, 1.83s/it] 10689 0.3892 0.0124 0.0010 : 100%|██████████| 35/35 [01:14<00:00, 1.84s/it] 10689 0.3892 0.0124 0.0010 : 100%|██████████| 35/35 [01:14<00:00, 2.14s/it] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 3 epoch_size: 35 batches_per_epoch: 35 batch_size: 1 optim_type: 'image' 0%| | 0/35 [00:00<?, ?it/s] 3%|▎ | 1/35 [00:02<01:40, 2.96s/it] 6%|▌ | 2/35 [00:04<01:12, 2.20s/it] 9%|▊ | 3/35 [00:07<01:17, 2.43s/it] 11%|█▏ | 4/35 [00:09<01:16, 2.46s/it] 14%|█▍ | 5/35 [00:12<01:14, 2.49s/it] 17%|█▋ | 6/35 [00:14<01:10, 2.43s/it] 20%|██ | 7/35 [00:16<01:00, 2.15s/it] 23%|██▎ | 8/35 [00:18<01:00, 2.24s/it] 26%|██▌ | 9/35 [00:21<01:04, 2.48s/it] 29%|██▊ | 10/35 [00:24<01:04, 2.59s/it] 31%|███▏ | 11/35 [00:25<00:52, 2.21s/it] 34%|███▍ | 12/35 [00:27<00:47, 2.06s/it] 37%|███▋ | 13/35 [00:28<00:39, 1.80s/it] 40%|████ | 14/35 [00:30<00:36, 1.72s/it] 43%|████▎ | 15/35 [00:33<00:41, 2.10s/it] 46%|████▌ | 16/35 [00:35<00:38, 2.03s/it] 49%|████▊ | 17/35 [00:36<00:30, 1.69s/it] 51%|█████▏ | 18/35 [00:37<00:28, 1.65s/it] 54%|█████▍ | 19/35 [00:39<00:27, 1.73s/it] 10724 0.3259 0.0164 0.0015 : 54%|█████▍ | 19/35 [00:41<00:27, 1.73s/it] 10724 0.3259 0.0164 0.0015 : 57%|█████▋ | 20/35 [00:41<00:26, 1.78s/it] 10724 0.3259 0.0164 0.0015 : 60%|██████ | 21/35 [00:43<00:26, 1.92s/it] 10724 0.3259 0.0164 0.0015 : 63%|██████▎ | 22/35 [00:45<00:23, 1.82s/it] 10724 0.3259 0.0164 0.0015 : 66%|██████▌ | 23/35 [00:47<00:23, 1.94s/it] 10724 0.3259 0.0164 0.0015 : 69%|██████▊ | 24/35 [00:49<00:22, 2.03s/it] 10724 0.3259 0.0164 0.0015 : 71%|███████▏ | 25/35 [00:51<00:19, 1.99s/it] 10724 0.3259 0.0164 0.0015 : 74%|███████▍ | 26/35 [00:53<00:17, 1.96s/it] 10724 0.3259 0.0164 0.0015 : 77%|███████▋ | 27/35 [00:56<00:17, 2.23s/it] 10724 0.3259 0.0164 0.0015 : 80%|████████ | 28/35 [00:58<00:14, 2.12s/it] 10724 0.3259 0.0164 0.0015 : 83%|████████▎ | 29/35 [01:00<00:13, 2.29s/it] 10724 0.3259 0.0164 0.0015 : 86%|████████▌ | 30/35 [01:03<00:11, 2.27s/it] 10724 0.3259 0.0164 0.0015 : 89%|████████▊ | 31/35 [01:04<00:08, 2.09s/it] 10724 0.3259 0.0164 0.0015 : 91%|█████████▏| 32/35 [01:07<00:06, 2.13s/it] 10724 0.3259 0.0164 0.0015 : 94%|█████████▍| 33/35 [01:09<00:04, 2.25s/it] 10724 0.3259 0.0164 0.0015 : 97%|█████████▋| 34/35 [01:12<00:02, 2.46s/it] 10724 0.3259 0.0164 0.0015 : 100%|██████████| 35/35 [01:14<00:00, 2.18s/it] 10724 0.3259 0.0164 0.0015 : 100%|██████████| 35/35 [01:14<00:00, 2.12s/it] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 4 epoch_size: 35 batches_per_epoch: 35 batch_size: 1 optim_type: 'image' 0%| | 0/35 [00:00<?, ?it/s] 3%|▎ | 1/35 [00:02<01:36, 2.82s/it] 6%|▌ | 2/35 [00:03<00:55, 1.68s/it] 9%|▊ | 3/35 [00:06<01:10, 2.21s/it] 11%|█▏ | 4/35 [00:08<01:08, 2.22s/it] 14%|█▍ | 5/35 [00:11<01:06, 2.22s/it] 17%|█▋ | 6/35 [00:11<00:51, 1.77s/it] 20%|██ | 7/35 [00:13<00:47, 1.69s/it] 23%|██▎ | 8/35 [00:15<00:51, 1.92s/it] 26%|██▌ | 9/35 [00:18<00:54, 2.10s/it] 29%|██▊ | 10/35 [00:20<00:52, 2.12s/it] 31%|███▏ | 11/35 [00:23<00:57, 2.39s/it] 34%|███▍ | 12/35 [00:25<00:55, 2.42s/it] 37%|███▋ | 13/35 [00:28<00:56, 2.59s/it] 40%|████ | 14/35 [00:30<00:48, 2.31s/it] 43%|████▎ | 15/35 [00:33<00:49, 2.47s/it] 46%|████▌ | 16/35 [00:35<00:45, 2.37s/it] 49%|████▊ | 17/35 [00:36<00:36, 2.02s/it] 51%|█████▏ | 18/35 [00:39<00:35, 2.09s/it] 54%|█████▍ | 19/35 [00:41<00:37, 2.32s/it] 10759 0.3324 0.0160 0.0012 : 54%|█████▍ | 19/35 [00:44<00:37, 2.32s/it] 10759 0.3324 0.0160 0.0012 : 57%|█████▋ | 20/35 [00:44<00:36, 2.43s/it] 10759 0.3324 0.0160 0.0012 : 60%|██████ | 21/35 [00:47<00:35, 2.56s/it] 10759 0.3324 0.0160 0.0012 : 63%|██████▎ | 22/35 [00:48<00:26, 2.06s/it] 10759 0.3324 0.0160 0.0012 : 66%|██████▌ | 23/35 [00:50<00:24, 2.06s/it] 10759 0.3324 0.0160 0.0012 : 69%|██████▊ | 24/35 [00:52<00:21, 1.96s/it] 10759 0.3324 0.0160 0.0012 : 71%|███████▏ | 25/35 [00:54<00:19, 1.95s/it] 10759 0.3324 0.0160 0.0012 : 74%|███████▍ | 26/35 [00:56<00:18, 2.05s/it] 10759 0.3324 0.0160 0.0012 : 77%|███████▋ | 27/35 [00:57<00:13, 1.71s/it] 10759 0.3324 0.0160 0.0012 : 80%|████████ | 28/35 [01:00<00:14, 2.10s/it] 10759 0.3324 0.0160 0.0012 : 83%|████████▎ | 29/35 [01:02<00:12, 2.03s/it] 10759 0.3324 0.0160 0.0012 : 86%|████████▌ | 30/35 [01:04<00:10, 2.03s/it] 10759 0.3324 0.0160 0.0012 : 89%|████████▊ | 31/35 [01:06<00:07, 1.99s/it] 10759 0.3324 0.0160 0.0012 : 91%|█████████▏| 32/35 [01:09<00:06, 2.29s/it] 10759 0.3324 0.0160 0.0012 : 94%|█████████▍| 33/35 [01:11<00:04, 2.41s/it] 10759 0.3324 0.0160 0.0012 : 97%|█████████▋| 34/35 [01:14<00:02, 2.41s/it] 10759 0.3324 0.0160 0.0012 : 100%|██████████| 35/35 [01:15<00:00, 2.14s/it] 10759 0.3324 0.0160 0.0012 : 100%|██████████| 35/35 [01:15<00:00, 2.16s/it] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 5 epoch_size: 35 batches_per_epoch: 35 batch_size: 1 optim_type: 'image' 0%| | 0/35 [00:00<?, ?it/s] 3%|▎ | 1/35 [00:02<01:14, 2.20s/it] 6%|▌ | 2/35 [00:04<01:19, 2.41s/it] 9%|▊ | 3/35 [00:07<01:14, 2.34s/it] 11%|█▏ | 4/35 [00:08<01:04, 2.07s/it] 14%|█▍ | 5/35 [00:09<00:49, 1.66s/it] 17%|█▋ | 6/35 [00:11<00:48, 1.66s/it] 20%|██ | 7/35 [00:13<00:48, 1.73s/it] 23%|██▎ | 8/35 [00:14<00:43, 1.60s/it] 26%|██▌ | 9/35 [00:15<00:38, 1.48s/it] 29%|██▊ | 10/35 [00:17<00:37, 1.50s/it] 31%|███▏ | 11/35 [00:19<00:43, 1.81s/it] 34%|███▍ | 12/35 [00:22<00:49, 2.16s/it] 37%|███▋ | 13/35 [00:23<00:41, 1.87s/it] 40%|████ | 14/35 [00:27<00:47, 2.28s/it] 43%|████▎ | 15/35 [00:28<00:37, 1.86s/it] 46%|████▌ | 16/35 [00:30<00:38, 2.03s/it] 49%|████▊ | 17/35 [00:33<00:41, 2.32s/it] 51%|█████▏ | 18/35 [00:35<00:36, 2.12s/it] 54%|█████▍ | 19/35 [00:37<00:33, 2.10s/it] 10794 0.3019 0.0191 0.0018 : 54%|█████▍ | 19/35 [00:38<00:33, 2.10s/it] 10794 0.3019 0.0191 0.0018 : 57%|█████▋ | 20/35 [00:38<00:28, 1.93s/it] 10794 0.3019 0.0191 0.0018 : 60%|██████ | 21/35 [00:40<00:26, 1.91s/it] 10794 0.3019 0.0191 0.0018 : 63%|██████▎ | 22/35 [00:43<00:28, 2.22s/it] 10794 0.3019 0.0191 0.0018 : 66%|██████▌ | 23/35 [00:44<00:21, 1.83s/it] 10794 0.3019 0.0191 0.0018 : 69%|██████▊ | 24/35 [00:45<00:18, 1.68s/it] 10794 0.3019 0.0191 0.0018 : 71%|███████▏ | 25/35 [00:46<00:14, 1.45s/it] 10794 0.3019 0.0191 0.0018 : 74%|███████▍ | 26/35 [00:48<00:13, 1.49s/it] 10794 0.3019 0.0191 0.0018 : 77%|███████▋ | 27/35 [00:49<00:11, 1.50s/it] 10794 0.3019 0.0191 0.0018 : 80%|████████ | 28/35 [00:52<00:13, 1.94s/it] 10794 0.3019 0.0191 0.0018 : 83%|████████▎ | 29/35 [00:55<00:13, 2.25s/it] 10794 0.3019 0.0191 0.0018 : 86%|████████▌ | 30/35 [00:57<00:10, 2.14s/it] 10794 0.3019 0.0191 0.0018 : 89%|████████▊ | 31/35 [00:58<00:07, 1.86s/it] 10794 0.3019 0.0191 0.0018 : 91%|█████████▏| 32/35 [01:01<00:06, 2.05s/it] 10794 0.3019 0.0191 0.0018 : 94%|█████████▍| 33/35 [01:02<00:03, 1.71s/it] 10794 0.3019 0.0191 0.0018 : 97%|█████████▋| 34/35 [01:03<00:01, 1.56s/it] 10794 0.3019 0.0191 0.0018 : 100%|██████████| 35/35 [01:06<00:00, 1.98s/it] 10794 0.3019 0.0191 0.0018 : 100%|██████████| 35/35 [01:06<00:00, 1.90s/it] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 6 epoch_size: 35 batches_per_epoch: 35 batch_size: 1 optim_type: 'image' 0%| | 0/35 [00:00<?, ?it/s] 3%|▎ | 1/35 [00:02<01:09, 2.03s/it] 6%|▌ | 2/35 [00:05<01:30, 2.73s/it] 9%|▊ | 3/35 [00:07<01:21, 2.53s/it] 11%|█▏ | 4/35 [00:09<01:14, 2.41s/it] 14%|█▍ | 5/35 [00:10<00:55, 1.86s/it] 17%|█▋ | 6/35 [00:12<00:50, 1.74s/it] 20%|██ | 7/35 [00:15<01:00, 2.15s/it] 23%|██▎ | 8/35 [00:17<01:02, 2.32s/it] 26%|██▌ | 9/35 [00:19<00:55, 2.12s/it] 29%|██▊ | 10/35 [00:20<00:43, 1.74s/it] 31%|███▏ | 11/35 [00:22<00:44, 1.87s/it] 34%|███▍ | 12/35 [00:23<00:38, 1.67s/it] 37%|███▋ | 13/35 [00:25<00:38, 1.73s/it] 40%|████ | 14/35 [00:27<00:39, 1.89s/it] 43%|████▎ | 15/35 [00:29<00:37, 1.90s/it] 46%|████▌ | 16/35 [00:32<00:41, 2.18s/it] 49%|████▊ | 17/35 [00:34<00:36, 2.03s/it] 51%|█████▏ | 18/35 [00:35<00:30, 1.78s/it] 54%|█████▍ | 19/35 [00:38<00:32, 2.01s/it] 10829 0.2976 0.0185 0.0013 : 54%|█████▍ | 19/35 [00:40<00:32, 2.01s/it] 10829 0.2976 0.0185 0.0013 : 57%|█████▋ | 20/35 [00:40<00:33, 2.21s/it] 10829 0.2976 0.0185 0.0013 : 60%|██████ | 21/35 [00:43<00:32, 2.35s/it] 10829 0.2976 0.0185 0.0013 : 63%|██████▎ | 22/35 [00:44<00:27, 2.11s/it] 10829 0.2976 0.0185 0.0013 : 66%|██████▌ | 23/35 [00:47<00:27, 2.28s/it] 10829 0.2976 0.0185 0.0013 : 69%|██████▊ | 24/35 [00:49<00:22, 2.06s/it] 10829 0.2976 0.0185 0.0013 : 71%|███████▏ | 25/35 [00:51<00:21, 2.12s/it] 10829 0.2976 0.0185 0.0013 : 74%|███████▍ | 26/35 [00:53<00:18, 2.00s/it] 10829 0.2976 0.0185 0.0013 : 77%|███████▋ | 27/35 [00:55<00:17, 2.21s/it] 10829 0.2976 0.0185 0.0013 : 80%|████████ | 28/35 [00:57<00:14, 2.11s/it] 10829 0.2976 0.0185 0.0013 : 83%|████████▎ | 29/35 [00:59<00:12, 2.05s/it] 10829 0.2976 0.0185 0.0013 : 86%|████████▌ | 30/35 [01:01<00:09, 1.91s/it] 10829 0.2976 0.0185 0.0013 : 89%|████████▊ | 31/35 [01:03<00:08, 2.14s/it] 10829 0.2976 0.0185 0.0013 : 91%|█████████▏| 32/35 [01:05<00:06, 2.06s/it] 10829 0.2976 0.0185 0.0013 : 94%|█████████▍| 33/35 [01:07<00:03, 1.80s/it] 10829 0.2976 0.0185 0.0013 : 97%|█████████▋| 34/35 [01:07<00:01, 1.53s/it] 10829 0.2976 0.0185 0.0013 : 100%|██████████| 35/35 [01:10<00:00, 1.76s/it] 10829 0.2976 0.0185 0.0013 : 100%|██████████| 35/35 [01:10<00:00, 2.01s/it] Setting up [LPIPS] perceptual loss: trunk [vgg], v[0.1], spatial [off] Loading model from: /root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/lpips/weights/v0.1/vgg.pth Detected LLFF dataset Using pre-scaled images from /root/.cache/arf/data/llff/room/images_4 Loaded LLFF data /root/.cache/arf/data/llff/room 10.706691140704915 91.66782174279389 recentered (3, 4) [1.7806027 6.0023217] Overriding offset 250-> 250 dmin = 1.780603, dmax = 6.002322, invz = 0, offset = 250 0%| | 0/6 [00:00<?, ?it/s] 50%|█████ | 3/6 [00:00<00:00, 26.70it/s] 100%|██████████| 6/6 [00:00<00:00, 29.24it/s] 0%| | 0/120 [00:00<?, ?it/s] 100%|██████████| 120/120 [00:00<00:00, 93449.03it/s] z_bounds from LLFF: [1.7806026935577393, 6.002321720123291] (not used) scene_radius [1.496031746031746, 1.6613756613756614, 1.0] Writing to /root/.cache/arf/ckpt_arf/llff/room/6a105837-ea37-4dd4-b598-503144108999/test_renders_path 0%| | 0/120 [00:00<?, ?it/s] 1%| | 1/120 [00:00<01:09, 1.72it/s] 2%|▏ | 2/120 [00:01<01:04, 1.82it/s] 2%|▎ | 3/120 [00:01<01:03, 1.84it/s] 3%|▎ | 4/120 [00:02<01:03, 1.83it/s] 4%|▍ | 5/120 [00:02<01:03, 1.82it/s] 5%|▌ | 6/120 [00:03<01:03, 1.81it/s] 6%|▌ | 7/120 [00:03<01:02, 1.80it/s] 7%|▋ | 8/120 [00:04<01:01, 1.81it/s] 8%|▊ | 9/120 [00:04<01:00, 1.82it/s] 8%|▊ | 10/120 [00:05<00:59, 1.85it/s] 9%|▉ | 11/120 [00:05<00:58, 1.88it/s] 10%|█ | 12/120 [00:06<00:56, 1.91it/s] 11%|█ | 13/120 [00:06<00:54, 1.96it/s] 12%|█▏ | 14/120 [00:07<00:53, 2.00it/s] 12%|█▎ | 15/120 [00:07<00:51, 2.04it/s] 13%|█▎ | 16/120 [00:08<00:50, 2.06it/s] 14%|█▍ | 17/120 [00:08<00:49, 2.09it/s] 15%|█▌ | 18/120 [00:09<00:48, 2.09it/s] 16%|█▌ | 19/120 [00:09<00:48, 2.08it/s] 17%|█▋ | 20/120 [00:10<00:48, 2.05it/s] 18%|█▊ | 21/120 [00:10<00:49, 2.01it/s] 18%|█▊ | 22/120 [00:11<00:49, 1.96it/s] 19%|█▉ | 23/120 [00:11<00:50, 1.92it/s] 20%|██ | 24/120 [00:12<00:51, 1.87it/s] 21%|██ | 25/120 [00:13<00:51, 1.84it/s] 22%|██▏ | 26/120 [00:13<00:51, 1.81it/s] 22%|██▎ | 27/120 [00:14<00:51, 1.79it/s] 23%|██▎ | 28/120 [00:14<00:51, 1.78it/s] 24%|██▍ | 29/120 [00:15<00:51, 1.78it/s] 25%|██▌ | 30/120 [00:15<00:50, 1.79it/s] 26%|██▌ | 31/120 [00:16<00:48, 1.82it/s] 27%|██▋ | 32/120 [00:16<00:48, 1.82it/s] 28%|██▊ | 33/120 [00:17<00:48, 1.81it/s] 28%|██▊ | 34/120 [00:18<00:47, 1.80it/s] 29%|██▉ | 35/120 [00:18<00:47, 1.79it/s] 30%|███ | 36/120 [00:19<00:47, 1.78it/s] 31%|███ | 37/120 [00:19<00:46, 1.78it/s] 32%|███▏ | 38/120 [00:20<00:45, 1.79it/s] 32%|███▎ | 39/120 [00:20<00:44, 1.80it/s] 33%|███▎ | 40/120 [00:21<00:43, 1.83it/s] 34%|███▍ | 41/120 [00:21<00:42, 1.86it/s] 35%|███▌ | 42/120 [00:22<00:40, 1.91it/s] 36%|███▌ | 43/120 [00:22<00:39, 1.96it/s] 37%|███▋ | 44/120 [00:23<00:37, 2.00it/s] 38%|███▊ | 45/120 [00:23<00:36, 2.04it/s] 38%|███▊ | 46/120 [00:24<00:35, 2.07it/s] 39%|███▉ | 47/120 [00:24<00:34, 2.09it/s] 40%|████ | 48/120 [00:25<00:34, 2.09it/s] 41%|████ | 49/120 [00:25<00:34, 2.08it/s] 42%|████▏ | 50/120 [00:26<00:34, 2.06it/s] 42%|████▎ | 51/120 [00:26<00:34, 2.02it/s] 43%|████▎ | 52/120 [00:27<00:34, 1.97it/s] 44%|████▍ | 53/120 [00:27<00:34, 1.92it/s] 45%|████▌ | 54/120 [00:28<00:35, 1.87it/s] 46%|████▌ | 55/120 [00:28<00:35, 1.83it/s] 47%|████▋ | 56/120 [00:29<00:35, 1.80it/s] 48%|████▊ | 57/120 [00:30<00:35, 1.78it/s] 48%|████▊ | 58/120 [00:30<00:35, 1.76it/s] 49%|████▉ | 59/120 [00:31<00:34, 1.76it/s] 50%|█████ | 60/120 [00:31<00:33, 1.78it/s] 51%|█████ | 61/120 [00:32<00:32, 1.81it/s] 52%|█████▏ | 62/120 [00:32<00:32, 1.81it/s] 52%|█████▎ | 63/120 [00:33<00:31, 1.79it/s] 53%|█████▎ | 64/120 [00:34<00:31, 1.77it/s] 54%|█████▍ | 65/120 [00:34<00:31, 1.75it/s] 55%|█████▌ | 66/120 [00:35<00:31, 1.74it/s] 56%|█████▌ | 67/120 [00:35<00:30, 1.73it/s] 57%|█████▋ | 68/120 [00:36<00:29, 1.73it/s] 57%|█████▊ | 69/120 [00:36<00:29, 1.75it/s] 58%|█████▊ | 70/120 [00:37<00:28, 1.76it/s] 59%|█████▉ | 71/120 [00:38<00:27, 1.80it/s] 60%|██████ | 72/120 [00:38<00:26, 1.83it/s] 61%|██████ | 73/120 [00:39<00:25, 1.87it/s] 62%|██████▏ | 74/120 [00:39<00:24, 1.91it/s] 62%|██████▎ | 75/120 [00:40<00:22, 1.96it/s] 63%|██████▎ | 76/120 [00:40<00:22, 1.98it/s] 64%|██████▍ | 77/120 [00:41<00:21, 2.00it/s] 65%|██████▌ | 78/120 [00:41<00:20, 2.01it/s] 66%|██████▌ | 79/120 [00:42<00:20, 2.00it/s] 67%|██████▋ | 80/120 [00:42<00:20, 1.98it/s] 68%|██████▊ | 81/120 [00:43<00:20, 1.95it/s] 68%|██████▊ | 82/120 [00:43<00:19, 1.91it/s] 69%|██████▉ | 83/120 [00:44<00:19, 1.86it/s] 70%|███████ | 84/120 [00:44<00:19, 1.82it/s] 71%|███████ | 85/120 [00:45<00:19, 1.79it/s] 72%|███████▏ | 86/120 [00:45<00:19, 1.77it/s] 72%|███████▎ | 87/120 [00:46<00:18, 1.75it/s] 73%|███████▎ | 88/120 [00:47<00:18, 1.74it/s] 74%|███████▍ | 89/120 [00:47<00:17, 1.75it/s] 75%|███████▌ | 90/120 [00:48<00:17, 1.76it/s] 76%|███████▌ | 91/120 [00:48<00:16, 1.78it/s] 77%|███████▋ | 92/120 [00:49<00:15, 1.79it/s] 78%|███████▊ | 93/120 [00:49<00:15, 1.79it/s] 78%|███████▊ | 94/120 [00:50<00:14, 1.79it/s] 79%|███████▉ | 95/120 [00:51<00:14, 1.78it/s] 80%|████████ | 96/120 [00:51<00:13, 1.78it/s] 81%|████████ | 97/120 [00:52<00:12, 1.79it/s] 82%|████████▏ | 98/120 [00:52<00:12, 1.80it/s] 82%|████████▎ | 99/120 [00:53<00:11, 1.82it/s] 83%|████████▎ | 100/120 [00:53<00:10, 1.85it/s] 84%|████████▍ | 101/120 [00:54<00:10, 1.89it/s] 85%|████████▌ | 102/120 [00:54<00:09, 1.94it/s] 86%|████████▌ | 103/120 [00:55<00:08, 1.99it/s] 87%|████████▋ | 104/120 [00:55<00:07, 2.04it/s] 88%|████████▊ | 105/120 [00:56<00:07, 2.09it/s] 88%|████████▊ | 106/120 [00:56<00:06, 2.11it/s] 89%|████████▉ | 107/120 [00:57<00:06, 2.14it/s] 90%|█████████ | 108/120 [00:57<00:05, 2.15it/s] 91%|█████████ | 109/120 [00:57<00:05, 2.14it/s] 92%|█████████▏| 110/120 [00:58<00:04, 2.12it/s] 92%|█████████▎| 111/120 [00:58<00:04, 2.08it/s] 93%|█████████▎| 112/120 [00:59<00:03, 2.03it/s] 94%|█████████▍| 113/120 [00:59<00:03, 1.98it/s] 95%|█████████▌| 114/120 [01:00<00:03, 1.94it/s] 96%|█████████▌| 115/120 [01:01<00:02, 1.90it/s] 97%|█████████▋| 116/120 [01:01<00:02, 1.87it/s] 98%|█████████▊| 117/120 [01:02<00:01, 1.84it/s] 98%|█████████▊| 118/120 [01:02<00:01, 1.83it/s] 99%|█████████▉| 119/120 [01:03<00:00, 1.83it/s] 100%|██████████| 120/120 [01:03<00:00, 1.85it/s] 100%|██████████| 120/120 [01:03<00:00, 1.88it/s] IMAGEIO FFMPEG_WRITER WARNING: input image is not divisible by macro_block_size=8, resizing from (1008, 756) to (1008, 760) to ensure video compatibility with most codecs and players. To prevent resizing, make your input image divisible by the macro_block_size or set the macro_block_size to 1 (risking incompatibility).Prediction
nightmareai/arf-svox2:7bb81e4046b96358001e6275e36eee3e7228fe9f1a0e1515a5f553cbbcad07e7IDxdqpa66u6ve6bcknypme4on7meStatusSucceededSourceWebHardware–Total durationCreatedInput
- image
- scene
- orchids
- num_epoches
- "5"
{ "image": "https://replicate.delivery/mgxm/bb0cc2e1-7ef1-4633-9b0b-a5064994d801/9e661f3d-e3d1-4995-bbab-b9ac48b367fa.png", "scene": "orchids", "num_epoches": "5" }Install Replicate’s Node.js client library:npm install replicateImport and set up the client:import Replicate from "replicate"; const replicate = new Replicate({ auth: process.env.REPLICATE_API_TOKEN, });Run nightmareai/arf-svox2 using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
const output = await replicate.run( "nightmareai/arf-svox2:7bb81e4046b96358001e6275e36eee3e7228fe9f1a0e1515a5f553cbbcad07e7", { input: { image: "https://replicate.delivery/mgxm/bb0cc2e1-7ef1-4633-9b0b-a5064994d801/9e661f3d-e3d1-4995-bbab-b9ac48b367fa.png", scene: "orchids", num_epoches: "5" } } ); // To access the file URL: console.log(output.url()); //=> "http://example.com" // To write the file to disk: fs.writeFile("my-image.png", output);To learn more, take a look at the guide on getting started with Node.js.
Install Replicate’s Python client library:pip install replicateImport the client:import replicateRun nightmareai/arf-svox2 using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
output = replicate.run( "nightmareai/arf-svox2:7bb81e4046b96358001e6275e36eee3e7228fe9f1a0e1515a5f553cbbcad07e7", input={ "image": "https://replicate.delivery/mgxm/bb0cc2e1-7ef1-4633-9b0b-a5064994d801/9e661f3d-e3d1-4995-bbab-b9ac48b367fa.png", "scene": "orchids", "num_epoches": "5" } ) print(output)To learn more, take a look at the guide on getting started with Python.
Run nightmareai/arf-svox2 using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
curl -s -X POST \ -H "Authorization: Bearer $REPLICATE_API_TOKEN" \ -H "Content-Type: application/json" \ -H "Prefer: wait" \ -d $'{ "version": "nightmareai/arf-svox2:7bb81e4046b96358001e6275e36eee3e7228fe9f1a0e1515a5f553cbbcad07e7", "input": { "image": "https://replicate.delivery/mgxm/bb0cc2e1-7ef1-4633-9b0b-a5064994d801/9e661f3d-e3d1-4995-bbab-b9ac48b367fa.png", "scene": "orchids", "num_epoches": "5" } }' \ https://api.replicate.com/v1/predictionsTo learn more, take a look at Replicate’s HTTP API reference docs.
Output
{ "completed_at": "2022-06-24T03:07:15.329275Z", "created_at": "2022-06-24T02:46:34.459972Z", "data_removed": false, "error": null, "id": "xdqpa66u6ve6bcknypme4on7me", "input": { "image": "https://replicate.delivery/mgxm/bb0cc2e1-7ef1-4633-9b0b-a5064994d801/9e661f3d-e3d1-4995-bbab-b9ac48b367fa.png", "scene": "orchids", "num_epoches": "5" }, "logs": "Downloading checkpoint for orchids\nDetected LLFF dataset\nUsing pre-scaled images from /root/.cache/arf/data/llff/orchids/images_4\nLoaded LLFF data /root/.cache/arf/data/llff/orchids 14.48833973008133 124.51196423745613\nrecentered (3, 4)\n[1.4028997 8.9214735]\nOverriding offset 250-> 250\ndmin = 1.402900, dmax = 8.921474, invz = 0, offset = 250\n\n 0%| | 0/21 [00:00<?, ?it/s]\n 10%|▉ | 2/21 [00:00<00:01, 15.48it/s]\n 24%|██▍ | 5/21 [00:00<00:00, 21.27it/s]\n 38%|███▊ | 8/21 [00:00<00:00, 23.77it/s]\n 52%|█████▏ | 11/21 [00:00<00:00, 24.88it/s]\n 67%|██████▋ | 14/21 [00:00<00:00, 25.77it/s]\n 81%|████████ | 17/21 [00:00<00:00, 26.16it/s]\n 95%|█████████▌| 20/21 [00:00<00:00, 26.31it/s]\n100%|██████████| 21/21 [00:00<00:00, 25.02it/s]\nz_bounds from LLFF: [1.4028997421264648, 8.921473503112793] (not used)\nscene_radius [1.496031746031746, 1.6613756613756614, 1.0]\n Generating rays, scaling factor 1\nic| \"Loaded ckpt: \": 'Loaded ckpt: '\n args.init_ckpt: '/root/.cache/arf/ckpt_svox2/llff/orchids/ckpt.npz'\nic| grid.basis_dim: 1\nopt_style.py:508: DeprecationWarning: Starting with ImageIO v3 the behavior of this function will switch to that of iio.v3.imread. To keep the current behavior (and make this warning dissapear) use `import imageio.v2 as imageio` or call `imageio.v2.imread` directly.\n style_img = imageio.imread(args.style).astype(np.float32) / 255.0\nRender options RenderOptions(backend='cuvol', background_brightness=0.5, step_size=0.5, sigma_thresh=1e-08, stop_thresh=1e-07, last_sample_opaque=False, near_clip=0.0, use_spheric_clip=False, random_sigma_std=0.0, random_sigma_std_background=0.0)\nic| \"Style image: \": 'Style image: '\n args.style: '/tmp/tmpbn7uaxrx9e661f3d-e3d1-4995-bbab-b9ac48b367fa.png'\n style_img.shape: torch.Size([504, 336, 3])\nDownloading: \"https://download.pytorch.org/models/vgg16-397923af.pth\" to /root/.cache/torch/hub/checkpoints/vgg16-397923af.pth\n\n 0%| | 0.00/528M [00:00<?, ?B/s]\n 2%|▏ | 9.88M/528M [00:00<00:05, 104MB/s]\n 7%|▋ | 34.8M/528M [00:00<00:02, 197MB/s]\n 11%|█▏ | 60.1M/528M [00:00<00:02, 228MB/s]\n 16%|█▋ | 86.2M/528M [00:00<00:01, 246MB/s]\n 21%|██ | 110M/528M [00:00<00:02, 197MB/s]\n 25%|██▍ | 130M/528M [00:00<00:02, 198MB/s]\n 28%|██▊ | 149M/528M [00:00<00:02, 198MB/s]\n 33%|███▎ | 174M/528M [00:00<00:01, 215MB/s]\n 38%|███▊ | 199M/528M [00:00<00:01, 230MB/s]\n 42%|████▏ | 221M/528M [00:01<00:01, 231MB/s]\n 46%|████▌ | 244M/528M [00:01<00:01, 224MB/s]\n 50%|█████ | 266M/528M [00:01<00:01, 226MB/s]\n 55%|█████▍ | 289M/528M [00:01<00:01, 230MB/s]\n 59%|█████▉ | 313M/528M [00:01<00:00, 237MB/s]\n 64%|██████▍ | 337M/528M [00:01<00:00, 243MB/s]\n 68%|██████▊ | 361M/528M [00:01<00:00, 230MB/s]\n 73%|███████▎ | 383M/528M [00:01<00:00, 229MB/s]\n 77%|███████▋ | 405M/528M [00:01<00:00, 229MB/s]\n 81%|████████ | 427M/528M [00:02<00:00, 212MB/s]\n 85%|████████▍ | 448M/528M [00:02<00:00, 215MB/s]\n 89%|████████▉ | 470M/528M [00:02<00:00, 218MB/s]\n 93%|█████████▎| 491M/528M [00:02<00:00, 206MB/s]\n 97%|█████████▋| 513M/528M [00:02<00:00, 212MB/s]\n100%|██████████| 528M/528M [00:02<00:00, 216MB/s]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 0\n epoch_size: 16003008\n batches_per_epoch: 3201\n batch_size: 5000\n optim_type: 'ray'\n\n 0%| | 0/3201 [00:00<?, ?it/s]\n 0%| | 4/3201 [00:00<01:33, 34.20it/s]\n 0%| | 9/3201 [00:00<01:15, 42.48it/s]\n 0%| | 16/3201 [00:00<01:00, 52.80it/s]\n19 12.6900 : 0%| | 16/3201 [00:00<01:00, 52.80it/s]\n19 12.6900 : 1%| | 23/3201 [00:00<00:54, 58.80it/s]\n19 12.6900 : 1%| | 31/3201 [00:00<00:49, 63.69it/s]\n19 12.6900 : 1%| | 38/3201 [00:00<00:48, 65.51it/s]\n39 12.9441 : 1%| | 38/3201 [00:00<00:48, 65.51it/s]\n39 12.9441 : 1%|▏ | 45/3201 [00:00<00:47, 66.02it/s]\n39 12.9441 : 2%|▏ | 52/3201 [00:00<00:48, 64.80it/s]\n39 12.9441 : 2%|▏ | 59/3201 [00:00<00:49, 63.29it/s]\n59 12.9714 : 2%|▏ | 59/3201 [00:00<00:49, 63.29it/s]\n59 12.9714 : 2%|▏ | 66/3201 [00:01<00:50, 62.21it/s]\n59 12.9714 : 2%|▏ | 73/3201 [00:01<00:50, 61.67it/s]\n79 13.9892 : 2%|▏ | 73/3201 [00:01<00:50, 61.67it/s]\n79 13.9892 : 2%|▏ | 80/3201 [00:01<00:50, 61.81it/s]\n79 13.9892 : 3%|▎ | 87/3201 [00:01<00:49, 62.73it/s]\n79 13.9892 : 3%|▎ | 94/3201 [00:01<00:48, 63.48it/s]\n99 13.1189 : 3%|▎ | 94/3201 [00:01<00:48, 63.48it/s]\n99 13.1189 : 3%|▎ | 101/3201 [00:01<00:48, 64.44it/s]\n99 13.1189 : 3%|▎ | 109/3201 [00:01<00:46, 66.95it/s]\n99 13.1189 : 4%|▎ | 117/3201 [00:01<00:44, 68.84it/s]\n119 14.1566 : 4%|▎ | 117/3201 [00:01<00:44, 68.84it/s]\n119 14.1566 : 4%|▍ | 124/3201 [00:01<00:44, 68.45it/s]\n119 14.1566 : 4%|▍ | 131/3201 [00:02<00:45, 67.48it/s]\n119 14.1566 : 4%|▍ | 138/3201 [00:02<00:46, 65.92it/s]\n139 12.7637 : 4%|▍ | 138/3201 [00:02<00:46, 65.92it/s]\n139 12.7637 : 5%|▍ | 145/3201 [00:02<00:46, 65.12it/s]\n139 12.7637 : 5%|▍ | 152/3201 [00:02<00:46, 65.37it/s]\n159 13.7397 : 5%|▍ | 152/3201 [00:02<00:46, 65.37it/s]\n159 13.7397 : 5%|▍ | 160/3201 [00:02<00:44, 67.60it/s]\n159 13.7397 : 5%|▌ | 168/3201 [00:02<00:43, 70.22it/s]\n159 13.7397 : 5%|▌ | 176/3201 [00:02<00:41, 72.36it/s]\n179 15.2656 : 5%|▌ | 176/3201 [00:02<00:41, 72.36it/s]\n179 15.2656 : 6%|▌ | 184/3201 [00:02<00:41, 73.19it/s]\n179 15.2656 : 6%|▌ | 192/3201 [00:02<00:40, 73.55it/s]\n199 16.1451 : 6%|▌ | 192/3201 [00:03<00:40, 73.55it/s]\n199 16.1451 : 6%|▌ | 200/3201 [00:03<00:41, 72.22it/s]\n199 16.1451 : 6%|▋ | 208/3201 [00:03<00:42, 69.78it/s]\n199 16.1451 : 7%|▋ | 216/3201 [00:03<00:43, 67.97it/s]\n219 15.9181 : 7%|▋ | 216/3201 [00:03<00:43, 67.97it/s]\n219 15.9181 : 7%|▋ | 223/3201 [00:03<00:44, 66.90it/s]\n219 15.9181 : 7%|▋ | 230/3201 [00:03<00:44, 66.66it/s]\n219 15.9181 : 7%|▋ | 237/3201 [00:03<00:43, 67.45it/s]\n239 16.8772 : 7%|▋ | 237/3201 [00:03<00:43, 67.45it/s]\n239 16.8772 : 8%|▊ | 244/3201 [00:03<00:43, 68.12it/s]\n239 16.8772 : 8%|▊ | 252/3201 [00:03<00:42, 68.86it/s]\n259 16.4571 : 8%|▊ | 252/3201 [00:03<00:42, 68.86it/s]\n259 16.4571 : 8%|▊ | 260/3201 [00:03<00:41, 70.46it/s]\n259 16.4571 : 8%|▊ | 268/3201 [00:04<00:40, 72.86it/s]\n259 16.4571 : 9%|▊ | 276/3201 [00:04<00:40, 72.81it/s]\n279 16.0665 : 9%|▊ | 276/3201 [00:04<00:40, 72.81it/s]\n279 16.0665 : 9%|▉ | 284/3201 [00:04<00:40, 71.29it/s]\n279 16.0665 : 9%|▉ | 292/3201 [00:04<00:41, 69.71it/s]\n279 16.0665 : 9%|▉ | 299/3201 [00:04<00:42, 68.89it/s]\n299 15.8886 : 9%|▉ | 299/3201 [00:04<00:42, 68.89it/s]\n299 15.8886 : 10%|▉ | 306/3201 [00:04<00:41, 69.12it/s]\n299 15.8886 : 10%|▉ | 314/3201 [00:04<00:40, 70.82it/s]\n319 16.4292 : 10%|▉ | 314/3201 [00:04<00:40, 70.82it/s]\n319 16.4292 : 10%|█ | 322/3201 [00:04<00:39, 72.09it/s]\n319 16.4292 : 10%|█ | 330/3201 [00:04<00:39, 73.37it/s]\n319 16.4292 : 11%|█ | 338/3201 [00:05<00:38, 73.94it/s]\n339 16.5135 : 11%|█ | 338/3201 [00:05<00:38, 73.94it/s]\n339 16.5135 : 11%|█ | 346/3201 [00:05<00:39, 73.08it/s]\n339 16.5135 : 11%|█ | 354/3201 [00:05<00:40, 70.54it/s]\n359 17.7098 : 11%|█ | 354/3201 [00:05<00:40, 70.54it/s]\n359 17.7098 : 11%|█▏ | 362/3201 [00:05<00:41, 67.87it/s]\n359 17.7098 : 12%|█▏ | 369/3201 [00:05<00:42, 67.15it/s]\n359 17.7098 : 12%|█▏ | 376/3201 [00:05<00:42, 66.62it/s]\n379 16.9366 : 12%|█▏ | 376/3201 [00:05<00:42, 66.62it/s]\n379 16.9366 : 12%|█▏ | 383/3201 [00:05<00:42, 67.05it/s]\n379 16.9366 : 12%|█▏ | 390/3201 [00:05<00:41, 67.79it/s]\n379 16.9366 : 12%|█▏ | 398/3201 [00:05<00:40, 68.89it/s]\n399 17.9387 : 12%|█▏ | 398/3201 [00:05<00:40, 68.89it/s]\n399 17.9387 : 13%|█▎ | 406/3201 [00:06<00:40, 69.73it/s]\n399 17.9387 : 13%|█▎ | 414/3201 [00:06<00:38, 71.51it/s]\n419 17.9562 : 13%|█▎ | 414/3201 [00:06<00:38, 71.51it/s]\n419 17.9562 : 13%|█▎ | 422/3201 [00:06<00:38, 72.86it/s]\n419 17.9562 : 13%|█▎ | 430/3201 [00:06<00:38, 72.06it/s]\n419 17.9562 : 14%|█▎ | 438/3201 [00:06<00:39, 69.79it/s]\n439 17.3343 : 14%|█▎ | 438/3201 [00:06<00:39, 69.79it/s]\n439 17.3343 : 14%|█▍ | 446/3201 [00:06<00:40, 68.51it/s]\n439 17.3343 : 14%|█▍ | 453/3201 [00:06<00:40, 68.14it/s]\n459 16.3830 : 14%|█▍ | 453/3201 [00:06<00:40, 68.14it/s]\n459 16.3830 : 14%|█▍ | 460/3201 [00:06<00:40, 68.03it/s]\n459 16.3830 : 15%|█▍ | 467/3201 [00:06<00:40, 68.03it/s]\n459 16.3830 : 15%|█▍ | 474/3201 [00:06<00:40, 67.75it/s]\n479 19.0044 : 15%|█▍ | 474/3201 [00:07<00:40, 67.75it/s]\n479 19.0044 : 15%|█▌ | 481/3201 [00:07<00:40, 67.10it/s]\n479 19.0044 : 15%|█▌ | 488/3201 [00:07<00:40, 66.55it/s]\n479 19.0044 : 15%|█▌ | 495/3201 [00:07<00:41, 65.71it/s]\n499 18.2583 : 15%|█▌ | 495/3201 [00:07<00:41, 65.71it/s]\n499 18.2583 : 16%|█▌ | 502/3201 [00:07<00:42, 62.85it/s]\n499 18.2583 : 16%|█▌ | 509/3201 [00:07<00:44, 60.50it/s]\n499 18.2583 : 16%|█▌ | 516/3201 [00:07<00:45, 59.04it/s]\n519 17.4562 : 16%|█▌ | 516/3201 [00:07<00:45, 59.04it/s]\n519 17.4562 : 16%|█▋ | 522/3201 [00:07<00:45, 58.45it/s]\n519 17.4562 : 16%|█▋ | 528/3201 [00:07<00:46, 58.06it/s]\n519 17.4562 : 17%|█▋ | 534/3201 [00:08<00:45, 58.41it/s]\n539 19.3137 : 17%|█▋ | 534/3201 [00:08<00:45, 58.41it/s]\n539 19.3137 : 17%|█▋ | 540/3201 [00:08<00:45, 58.82it/s]\n539 19.3137 : 17%|█▋ | 547/3201 [00:08<00:44, 59.52it/s]\n539 19.3137 : 17%|█▋ | 554/3201 [00:08<00:43, 60.49it/s]\n559 18.9791 : 17%|█▋ | 554/3201 [00:08<00:43, 60.49it/s]\n559 18.9791 : 18%|█▊ | 561/3201 [00:08<00:43, 61.00it/s]\n559 18.9791 : 18%|█▊ | 568/3201 [00:08<00:42, 62.55it/s]\n559 18.9791 : 18%|█▊ | 575/3201 [00:08<00:41, 62.94it/s]\n579 17.3281 : 18%|█▊ | 575/3201 [00:08<00:41, 62.94it/s]\n579 17.3281 : 18%|█▊ | 582/3201 [00:08<00:42, 61.43it/s]\n579 17.3281 : 18%|█▊ | 589/3201 [00:08<00:43, 59.55it/s]\n579 17.3281 : 19%|█▊ | 595/3201 [00:09<00:45, 57.48it/s]\n599 17.5109 : 19%|█▊ | 595/3201 [00:09<00:45, 57.48it/s]\n599 17.5109 : 19%|█▉ | 601/3201 [00:09<00:45, 57.22it/s]\n599 17.5109 : 19%|█▉ | 607/3201 [00:09<00:45, 56.70it/s]\n599 17.5109 : 19%|█▉ | 614/3201 [00:09<00:43, 59.36it/s]\n619 13.9144 : 19%|█▉ | 614/3201 [00:09<00:43, 59.36it/s]\n619 13.9144 : 19%|█▉ | 622/3201 [00:09<00:39, 64.75it/s]\n619 13.9144 : 20%|█▉ | 631/3201 [00:09<00:36, 69.48it/s]\n619 13.9144 : 20%|█▉ | 639/3201 [00:09<00:35, 71.75it/s]\n639 19.4104 : 20%|█▉ | 639/3201 [00:09<00:35, 71.75it/s]\n639 19.4104 : 20%|██ | 647/3201 [00:09<00:35, 72.23it/s]\n639 19.4104 : 20%|██ | 655/3201 [00:09<00:34, 73.00it/s]\n659 19.8510 : 20%|██ | 655/3201 [00:09<00:34, 73.00it/s]\n659 19.8510 : 21%|██ | 663/3201 [00:09<00:35, 70.72it/s]\n659 19.8510 : 21%|██ | 671/3201 [00:10<00:36, 69.13it/s]\n659 19.8510 : 21%|██ | 678/3201 [00:10<00:36, 68.77it/s]\n679 17.7760 : 21%|██ | 678/3201 [00:10<00:36, 68.77it/s]\n679 17.7760 : 21%|██▏ | 685/3201 [00:10<00:36, 68.37it/s]\n679 17.7760 : 22%|██▏ | 693/3201 [00:10<00:36, 68.97it/s]\n699 18.2410 : 22%|██▏ | 693/3201 [00:10<00:36, 68.97it/s]\n699 18.2410 : 22%|██▏ | 701/3201 [00:10<00:35, 69.63it/s]\n699 18.2410 : 22%|██▏ | 709/3201 [00:10<00:35, 70.31it/s]\n699 18.2410 : 22%|██▏ | 717/3201 [00:10<00:34, 71.15it/s]\n719 19.3161 : 22%|██▏ | 717/3201 [00:10<00:34, 71.15it/s]\n719 19.3161 : 23%|██▎ | 725/3201 [00:10<00:34, 72.50it/s]\n719 19.3161 : 23%|██▎ | 733/3201 [00:10<00:33, 73.42it/s]\n739 18.6116 : 23%|██▎ | 733/3201 [00:11<00:33, 73.42it/s]\n739 18.6116 : 23%|██▎ | 741/3201 [00:11<00:33, 73.13it/s]\n739 18.6116 : 23%|██▎ | 749/3201 [00:11<00:34, 71.39it/s]\n739 18.6116 : 24%|██▎ | 757/3201 [00:11<00:35, 69.24it/s]\n759 18.3238 : 24%|██▎ | 757/3201 [00:11<00:35, 69.24it/s]\n759 18.3238 : 24%|██▍ | 765/3201 [00:11<00:34, 70.01it/s]\n759 18.3238 : 24%|██▍ | 775/3201 [00:11<00:31, 76.24it/s]\n779 19.2032 : 24%|██▍ | 775/3201 [00:11<00:31, 76.24it/s]\n779 19.2032 : 25%|██▍ | 785/3201 [00:11<00:29, 80.71it/s]\n779 19.2032 : 25%|██▍ | 794/3201 [00:11<00:29, 82.77it/s]\n799 19.0756 : 25%|██▍ | 794/3201 [00:11<00:29, 82.77it/s]\n799 19.0756 : 25%|██▌ | 803/3201 [00:11<00:28, 83.90it/s]\n799 19.0756 : 25%|██▌ | 812/3201 [00:11<00:29, 82.24it/s]\n819 20.1544 : 25%|██▌ | 812/3201 [00:12<00:29, 82.24it/s]\n819 20.1544 : 26%|██▌ | 821/3201 [00:12<00:29, 80.40it/s]\n819 20.1544 : 26%|██▌ | 830/3201 [00:12<00:29, 80.34it/s]\n819 20.1544 : 26%|██▌ | 839/3201 [00:12<00:29, 80.14it/s]\n839 19.4682 : 26%|██▌ | 839/3201 [00:12<00:29, 80.14it/s]\n839 19.4682 : 26%|██▋ | 848/3201 [00:12<00:29, 81.01it/s]\n839 19.4682 : 27%|██▋ | 857/3201 [00:12<00:28, 81.84it/s]\n859 21.2431 : 27%|██▋ | 857/3201 [00:12<00:28, 81.84it/s]\n859 21.2431 : 27%|██▋ | 866/3201 [00:12<00:28, 82.75it/s]\n859 21.2431 : 27%|██▋ | 875/3201 [00:12<00:27, 84.75it/s]\n879 21.1757 : 27%|██▋ | 875/3201 [00:12<00:27, 84.75it/s]\n879 21.1757 : 28%|██▊ | 884/3201 [00:12<00:26, 85.96it/s]\n879 21.1757 : 28%|██▊ | 893/3201 [00:12<00:27, 85.40it/s]\n899 18.9741 : 28%|██▊ | 893/3201 [00:13<00:27, 85.40it/s]\n899 18.9741 : 28%|██▊ | 902/3201 [00:13<00:27, 83.10it/s]\n899 18.9741 : 28%|██▊ | 911/3201 [00:13<00:28, 81.34it/s]\n919 17.1113 : 28%|██▊ | 911/3201 [00:13<00:28, 81.34it/s]\n919 17.1113 : 29%|██▉ | 921/3201 [00:13<00:26, 84.93it/s]\n919 17.1113 : 29%|██▉ | 932/3201 [00:13<00:24, 91.67it/s]\n939 19.3033 : 29%|██▉ | 932/3201 [00:13<00:24, 91.67it/s]\n939 19.3033 : 29%|██▉ | 943/3201 [00:13<00:23, 94.95it/s]\n939 19.3033 : 30%|██▉ | 954/3201 [00:13<00:23, 96.79it/s]\n959 22.1435 : 30%|██▉ | 954/3201 [00:13<00:23, 96.79it/s]\n959 22.1435 : 30%|███ | 964/3201 [00:13<00:23, 95.78it/s]\n959 22.1435 : 30%|███ | 974/3201 [00:13<00:23, 94.50it/s]\n979 19.6692 : 30%|███ | 974/3201 [00:13<00:23, 94.50it/s]\n979 19.6692 : 31%|███ | 984/3201 [00:13<00:23, 94.44it/s]\n979 19.6692 : 31%|███ | 994/3201 [00:14<00:23, 94.70it/s]\n999 20.5060 : 31%|███ | 994/3201 [00:14<00:23, 94.70it/s]\n999 20.5060 : 31%|███▏ | 1004/3201 [00:14<00:22, 95.59it/s]\n999 20.5060 : 32%|███▏ | 1014/3201 [00:14<00:22, 96.71it/s]\n1019 21.1321 : 32%|███▏ | 1014/3201 [00:14<00:22, 96.71it/s]\n1019 21.1321 : 32%|███▏ | 1025/3201 [00:14<00:22, 98.67it/s]\n1019 21.1321 : 32%|███▏ | 1036/3201 [00:14<00:21, 100.18it/s]\n1039 21.7927 : 32%|███▏ | 1036/3201 [00:14<00:21, 100.18it/s]\n1039 21.7927 : 33%|███▎ | 1047/3201 [00:14<00:21, 100.04it/s]\n1039 21.7927 : 33%|███▎ | 1058/3201 [00:14<00:21, 97.99it/s]\n1059 20.0701 : 33%|███▎ | 1058/3201 [00:14<00:21, 97.99it/s]\n1059 20.0701 : 33%|███▎ | 1068/3201 [00:14<00:22, 96.65it/s]\n1059 20.0701 : 34%|███▎ | 1078/3201 [00:14<00:21, 97.13it/s]\n1079 17.8576 : 34%|███▎ | 1078/3201 [00:14<00:21, 97.13it/s]\n1079 17.8576 : 34%|███▍ | 1088/3201 [00:14<00:21, 97.34it/s]\n1079 17.8576 : 34%|███▍ | 1098/3201 [00:15<00:21, 96.16it/s]\n1099 18.0963 : 34%|███▍ | 1098/3201 [00:15<00:21, 96.16it/s]\n1099 18.0963 : 35%|███▍ | 1108/3201 [00:15<00:22, 94.19it/s]\n1099 18.0963 : 35%|███▍ | 1118/3201 [00:15<00:23, 89.96it/s]\n1119 18.8995 : 35%|███▍ | 1118/3201 [00:15<00:23, 89.96it/s]\n1119 18.8995 : 35%|███▌ | 1128/3201 [00:15<00:23, 86.58it/s]\n1119 18.8995 : 36%|███▌ | 1137/3201 [00:15<00:24, 84.87it/s]\n1139 18.3099 : 36%|███▌ | 1137/3201 [00:15<00:24, 84.87it/s]\n1139 18.3099 : 36%|███▌ | 1146/3201 [00:15<00:24, 84.64it/s]\n1139 18.3099 : 36%|███▌ | 1155/3201 [00:15<00:23, 85.46it/s]\n1159 21.0430 : 36%|███▌ | 1155/3201 [00:15<00:23, 85.46it/s]\n1159 21.0430 : 36%|███▋ | 1164/3201 [00:15<00:23, 86.30it/s]\n1159 21.0430 : 37%|███▋ | 1174/3201 [00:15<00:22, 88.16it/s]\n1179 19.6060 : 37%|███▋ | 1174/3201 [00:16<00:22, 88.16it/s]\n1179 19.6060 : 37%|███▋ | 1184/3201 [00:16<00:22, 89.21it/s]\n1179 19.6060 : 37%|███▋ | 1193/3201 [00:16<00:22, 88.97it/s]\n1199 18.5214 : 37%|███▋ | 1193/3201 [00:16<00:22, 88.97it/s]\n1199 18.5214 : 38%|███▊ | 1202/3201 [00:16<00:22, 87.08it/s]\n1199 18.5214 : 38%|███▊ | 1211/3201 [00:16<00:23, 86.05it/s]\n1219 12.2165 : 38%|███▊ | 1211/3201 [00:16<00:23, 86.05it/s]\n1219 12.2165 : 38%|███▊ | 1220/3201 [00:16<00:23, 85.51it/s]\n1219 12.2165 : 38%|███▊ | 1230/3201 [00:16<00:22, 88.64it/s]\n1239 18.4282 : 38%|███▊ | 1230/3201 [00:16<00:22, 88.64it/s]\n1239 18.4282 : 39%|███▊ | 1240/3201 [00:16<00:21, 91.19it/s]\n1239 18.4282 : 39%|███▉ | 1250/3201 [00:16<00:21, 91.51it/s]\n1259 20.4066 : 39%|███▉ | 1250/3201 [00:16<00:21, 91.51it/s]\n1259 20.4066 : 39%|███▉ | 1260/3201 [00:16<00:21, 91.55it/s]\n1259 20.4066 : 40%|███▉ | 1270/3201 [00:17<00:21, 89.50it/s]\n1259 20.4066 : 40%|███▉ | 1279/3201 [00:17<00:22, 86.41it/s]\n1279 20.7603 : 40%|███▉ | 1279/3201 [00:17<00:22, 86.41it/s]\n1279 20.7603 : 40%|████ | 1288/3201 [00:17<00:22, 84.50it/s]\n1279 20.7603 : 41%|████ | 1297/3201 [00:17<00:22, 83.73it/s]\n1299 19.6543 : 41%|████ | 1297/3201 [00:17<00:22, 83.73it/s]\n1299 19.6543 : 41%|████ | 1306/3201 [00:17<00:22, 83.65it/s]\n1299 19.6543 : 41%|████ | 1315/3201 [00:17<00:22, 84.59it/s]\n1319 23.1769 : 41%|████ | 1315/3201 [00:17<00:22, 84.59it/s]\n1319 23.1769 : 41%|████▏ | 1324/3201 [00:17<00:21, 86.01it/s]\n1319 23.1769 : 42%|████▏ | 1333/3201 [00:17<00:21, 86.72it/s]\n1339 21.6849 : 42%|████▏ | 1333/3201 [00:17<00:21, 86.72it/s]\n1339 21.6849 : 42%|████▏ | 1342/3201 [00:17<00:21, 87.26it/s]\n1339 21.6849 : 42%|████▏ | 1351/3201 [00:18<00:21, 87.82it/s]\n1359 20.1850 : 42%|████▏ | 1351/3201 [00:18<00:21, 87.82it/s]\n1359 20.1850 : 42%|████▏ | 1360/3201 [00:18<00:21, 86.75it/s]\n1359 20.1850 : 43%|████▎ | 1369/3201 [00:18<00:21, 85.76it/s]\n1379 17.4973 : 43%|████▎ | 1369/3201 [00:18<00:21, 85.76it/s]\n1379 17.4973 : 43%|████▎ | 1380/3201 [00:18<00:20, 90.28it/s]\n1379 17.4973 : 43%|████▎ | 1391/3201 [00:18<00:19, 95.13it/s]\n1399 19.6362 : 43%|████▎ | 1391/3201 [00:18<00:19, 95.13it/s]\n1399 19.6362 : 44%|████▍ | 1402/3201 [00:18<00:18, 97.27it/s]\n1399 19.6362 : 44%|████▍ | 1413/3201 [00:18<00:18, 98.88it/s]\n1419 20.8427 : 44%|████▍ | 1413/3201 [00:18<00:18, 98.88it/s]\n1419 20.8427 : 44%|████▍ | 1423/3201 [00:18<00:18, 97.56it/s]\n1419 20.8427 : 45%|████▍ | 1433/3201 [00:18<00:18, 95.58it/s]\n1439 19.9099 : 45%|████▍ | 1433/3201 [00:18<00:18, 95.58it/s]\n1439 19.9099 : 45%|████▌ | 1443/3201 [00:18<00:18, 94.71it/s]\n1439 19.9099 : 45%|████▌ | 1453/3201 [00:19<00:18, 94.55it/s]\n1459 21.4446 : 45%|████▌ | 1453/3201 [00:19<00:18, 94.55it/s]\n1459 21.4446 : 46%|████▌ | 1463/3201 [00:19<00:18, 95.18it/s]\n1459 21.4446 : 46%|████▌ | 1473/3201 [00:19<00:17, 96.56it/s]\n1479 22.4255 : 46%|████▌ | 1473/3201 [00:19<00:17, 96.56it/s]\n1479 22.4255 : 46%|████▋ | 1484/3201 [00:19<00:17, 97.96it/s]\n1479 22.4255 : 47%|████▋ | 1495/3201 [00:19<00:17, 99.32it/s]\n1499 22.4401 : 47%|████▋ | 1495/3201 [00:19<00:17, 99.32it/s]\n1499 22.4401 : 47%|████▋ | 1505/3201 [00:19<00:17, 99.03it/s]\n1499 22.4401 : 47%|████▋ | 1515/3201 [00:19<00:17, 98.73it/s]\n1519 22.6124 : 47%|████▋ | 1515/3201 [00:19<00:17, 98.73it/s]\n1519 22.6124 : 48%|████▊ | 1525/3201 [00:19<00:17, 98.31it/s]\n1519 22.6124 : 48%|████▊ | 1538/3201 [00:19<00:15, 106.80it/s]\n1539 19.7035 : 48%|████▊ | 1538/3201 [00:19<00:15, 106.80it/s]\n1539 19.7035 : 48%|████▊ | 1551/3201 [00:20<00:14, 112.28it/s]\n1559 20.5862 : 48%|████▊ | 1551/3201 [00:20<00:14, 112.28it/s]\n1559 20.5862 : 49%|████▉ | 1564/3201 [00:20<00:14, 114.70it/s]\n1559 20.5862 : 49%|████▉ | 1576/3201 [00:20<00:14, 113.80it/s]\n1579 21.6745 : 49%|████▉ | 1576/3201 [00:20<00:14, 113.80it/s]\n1579 21.6745 : 50%|████▉ | 1588/3201 [00:20<00:14, 112.90it/s]\n1599 21.7615 : 50%|████▉ | 1588/3201 [00:20<00:14, 112.90it/s]\n1599 21.7615 : 50%|████▉ | 1600/3201 [00:20<00:14, 112.85it/s]\n1599 21.7615 : 50%|█████ | 1612/3201 [00:20<00:13, 114.00it/s]\n1619 23.4324 : 50%|█████ | 1612/3201 [00:20<00:13, 114.00it/s]\n1619 23.4324 : 51%|█████ | 1624/3201 [00:20<00:13, 115.05it/s]\n1619 23.4324 : 51%|█████ | 1637/3201 [00:20<00:13, 117.08it/s]\n1639 22.0706 : 51%|█████ | 1637/3201 [00:20<00:13, 117.08it/s]\n1639 22.0706 : 52%|█████▏ | 1649/3201 [00:20<00:13, 117.11it/s]\n1659 22.4403 : 52%|█████▏ | 1649/3201 [00:20<00:13, 117.11it/s]\n1659 22.4403 : 52%|█████▏ | 1661/3201 [00:20<00:13, 115.97it/s]\n1659 22.4403 : 52%|█████▏ | 1673/3201 [00:21<00:13, 114.92it/s]\n1679 19.0798 : 52%|█████▏ | 1673/3201 [00:21<00:13, 114.92it/s]\n1679 19.0798 : 53%|█████▎ | 1685/3201 [00:21<00:13, 113.68it/s]\n1679 19.0798 : 53%|█████▎ | 1697/3201 [00:21<00:13, 113.13it/s]\n1699 21.5608 : 53%|█████▎ | 1697/3201 [00:21<00:13, 113.13it/s]\n1699 21.5608 : 53%|█████▎ | 1709/3201 [00:21<00:13, 111.49it/s]\n1719 21.8924 : 53%|█████▎ | 1709/3201 [00:21<00:13, 111.49it/s]\n1719 21.8924 : 54%|█████▍ | 1721/3201 [00:21<00:13, 109.33it/s]\n1719 21.8924 : 54%|█████▍ | 1732/3201 [00:21<00:13, 105.37it/s]\n1739 21.5251 : 54%|█████▍ | 1732/3201 [00:21<00:13, 105.37it/s]\n1739 21.5251 : 54%|█████▍ | 1743/3201 [00:21<00:13, 104.46it/s]\n1739 21.5251 : 55%|█████▍ | 1754/3201 [00:21<00:13, 103.79it/s]\n1759 22.4120 : 55%|█████▍ | 1754/3201 [00:21<00:13, 103.79it/s]\n1759 22.4120 : 55%|█████▌ | 1765/3201 [00:21<00:13, 103.41it/s]\n1759 22.4120 : 55%|█████▌ | 1776/3201 [00:22<00:13, 104.13it/s]\n1779 23.2911 : 55%|█████▌ | 1776/3201 [00:22<00:13, 104.13it/s]\n1779 23.2911 : 56%|█████▌ | 1787/3201 [00:22<00:13, 105.75it/s]\n1779 23.2911 : 56%|█████▌ | 1798/3201 [00:22<00:13, 106.96it/s]\n1799 22.8980 : 56%|█████▌ | 1798/3201 [00:22<00:13, 106.96it/s]\n1799 22.8980 : 57%|█████▋ | 1809/3201 [00:22<00:13, 105.91it/s]\n1819 22.3961 : 57%|█████▋ | 1809/3201 [00:22<00:13, 105.91it/s]\n1819 22.3961 : 57%|█████▋ | 1820/3201 [00:22<00:13, 103.06it/s]\n1819 22.3961 : 57%|█████▋ | 1831/3201 [00:22<00:13, 100.89it/s]\n1839 19.3529 : 57%|█████▋ | 1831/3201 [00:22<00:13, 100.89it/s]\n1839 19.3529 : 58%|█████▊ | 1842/3201 [00:22<00:14, 96.63it/s]\n1839 19.3529 : 58%|█████▊ | 1852/3201 [00:22<00:14, 93.40it/s]\n1859 20.9672 : 58%|█████▊ | 1852/3201 [00:22<00:14, 93.40it/s]\n1859 20.9672 : 58%|█████▊ | 1862/3201 [00:22<00:14, 90.72it/s]\n1859 20.9672 : 58%|█████▊ | 1872/3201 [00:23<00:15, 87.20it/s]\n1879 21.3375 : 58%|█████▊ | 1872/3201 [00:23<00:15, 87.20it/s]\n1879 21.3375 : 59%|█████▉ | 1881/3201 [00:23<00:15, 83.29it/s]\n1879 21.3375 : 59%|█████▉ | 1890/3201 [00:23<00:16, 81.37it/s]\n1879 21.3375 : 59%|█████▉ | 1899/3201 [00:23<00:16, 80.95it/s]\n1899 21.4729 : 59%|█████▉ | 1899/3201 [00:23<00:16, 80.95it/s]\n1899 21.4729 : 60%|█████▉ | 1908/3201 [00:23<00:16, 80.74it/s]\n1899 21.4729 : 60%|█████▉ | 1917/3201 [00:23<00:15, 81.07it/s]\n1919 22.7881 : 60%|█████▉ | 1917/3201 [00:23<00:15, 81.07it/s]\n1919 22.7881 : 60%|██████ | 1926/3201 [00:23<00:15, 81.58it/s]\n1919 22.7881 : 60%|██████ | 1935/3201 [00:23<00:15, 83.05it/s]\n1939 22.9330 : 60%|██████ | 1935/3201 [00:23<00:15, 83.05it/s]\n1939 22.9330 : 61%|██████ | 1944/3201 [00:23<00:15, 83.72it/s]\n1939 22.9330 : 61%|██████ | 1953/3201 [00:24<00:14, 83.59it/s]\n1959 24.5427 : 61%|██████ | 1953/3201 [00:24<00:14, 83.59it/s]\n1959 24.5427 : 61%|██████▏ | 1962/3201 [00:24<00:15, 82.03it/s]\n1959 24.5427 : 62%|██████▏ | 1971/3201 [00:24<00:15, 79.69it/s]\n1959 24.5427 : 62%|██████▏ | 1979/3201 [00:24<00:15, 78.53it/s]\n1979 19.4006 : 62%|██████▏ | 1979/3201 [00:24<00:15, 78.53it/s]\n1979 19.4006 : 62%|██████▏ | 1987/3201 [00:24<00:15, 76.46it/s]\n1979 19.4006 : 62%|██████▏ | 1995/3201 [00:24<00:16, 74.50it/s]\n1999 19.7991 : 62%|██████▏ | 1995/3201 [00:24<00:16, 74.50it/s]\n1999 19.7991 : 63%|██████▎ | 2003/3201 [00:24<00:16, 73.22it/s]\n1999 19.7991 : 63%|██████▎ | 2011/3201 [00:24<00:16, 72.24it/s]\n1999 19.7991 : 63%|██████▎ | 2019/3201 [00:24<00:16, 70.90it/s]\n2019 20.1750 : 63%|██████▎ | 2019/3201 [00:25<00:16, 70.90it/s]\n2019 20.1750 : 63%|██████▎ | 2027/3201 [00:25<00:17, 68.72it/s]\n2019 20.1750 : 64%|██████▎ | 2034/3201 [00:25<00:17, 66.27it/s]\n2039 18.9449 : 64%|██████▎ | 2034/3201 [00:25<00:17, 66.27it/s]\n2039 18.9449 : 64%|██████▍ | 2041/3201 [00:25<00:17, 64.90it/s]\n2039 18.9449 : 64%|██████▍ | 2048/3201 [00:25<00:17, 65.12it/s]\n2039 18.9449 : 64%|██████▍ | 2055/3201 [00:25<00:17, 65.52it/s]\n2059 21.9417 : 64%|██████▍ | 2055/3201 [00:25<00:17, 65.52it/s]\n2059 21.9417 : 64%|██████▍ | 2062/3201 [00:25<00:17, 65.87it/s]\n2059 21.9417 : 65%|██████▍ | 2069/3201 [00:25<00:17, 65.88it/s]\n2059 21.9417 : 65%|██████▍ | 2076/3201 [00:25<00:17, 66.07it/s]\n2079 21.2382 : 65%|██████▍ | 2076/3201 [00:25<00:17, 66.07it/s]\n2079 21.2382 : 65%|██████▌ | 2083/3201 [00:25<00:16, 67.15it/s]\n2079 21.2382 : 65%|██████▌ | 2090/3201 [00:26<00:16, 67.61it/s]\n2079 21.2382 : 66%|██████▌ | 2097/3201 [00:26<00:16, 67.61it/s]\n2099 21.5167 : 66%|██████▌ | 2097/3201 [00:26<00:16, 67.61it/s]\n2099 21.5167 : 66%|██████▌ | 2104/3201 [00:26<00:16, 67.63it/s]\n2099 21.5167 : 66%|██████▌ | 2111/3201 [00:26<00:16, 67.08it/s]\n2099 21.5167 : 66%|██████▌ | 2118/3201 [00:26<00:16, 65.42it/s]\n2119 20.6946 : 66%|██████▌ | 2118/3201 [00:26<00:16, 65.42it/s]\n2119 20.6946 : 66%|██████▋ | 2125/3201 [00:26<00:16, 63.64it/s]\n2119 20.6946 : 67%|██████▋ | 2132/3201 [00:26<00:17, 62.05it/s]\n2139 11.7181 : 67%|██████▋ | 2132/3201 [00:26<00:17, 62.05it/s]\n2139 11.7181 : 67%|██████▋ | 2141/3201 [00:26<00:15, 68.81it/s]\n2139 11.7181 : 67%|██████▋ | 2152/3201 [00:26<00:13, 78.55it/s]\n2159 19.8938 : 67%|██████▋ | 2152/3201 [00:27<00:13, 78.55it/s]\n2159 19.8938 : 68%|██████▊ | 2163/3201 [00:27<00:12, 85.23it/s]\n2159 19.8938 : 68%|██████▊ | 2174/3201 [00:27<00:11, 89.67it/s]\n2179 21.6050 : 68%|██████▊ | 2174/3201 [00:27<00:11, 89.67it/s]\n2179 21.6050 : 68%|██████▊ | 2184/3201 [00:27<00:11, 90.98it/s]\n2179 21.6050 : 69%|██████▊ | 2194/3201 [00:27<00:11, 90.08it/s]\n2199 19.0323 : 69%|██████▊ | 2194/3201 [00:27<00:11, 90.08it/s]\n2199 19.0323 : 69%|██████▉ | 2204/3201 [00:27<00:11, 89.44it/s]\n2199 19.0323 : 69%|██████▉ | 2214/3201 [00:27<00:10, 90.29it/s]\n2219 22.3982 : 69%|██████▉ | 2214/3201 [00:27<00:10, 90.29it/s]\n2219 22.3982 : 69%|██████▉ | 2224/3201 [00:27<00:10, 91.09it/s]\n2219 22.3982 : 70%|██████▉ | 2234/3201 [00:27<00:10, 91.82it/s]\n2239 21.5829 : 70%|██████▉ | 2234/3201 [00:27<00:10, 91.82it/s]\n2239 21.5829 : 70%|███████ | 2244/3201 [00:27<00:10, 92.86it/s]\n2239 21.5829 : 70%|███████ | 2254/3201 [00:28<00:10, 93.50it/s]\n2259 20.9133 : 70%|███████ | 2254/3201 [00:28<00:10, 93.50it/s]\n2259 20.9133 : 71%|███████ | 2264/3201 [00:28<00:10, 92.46it/s]\n2259 20.9133 : 71%|███████ | 2274/3201 [00:28<00:10, 91.30it/s]\n2279 23.0865 : 71%|███████ | 2274/3201 [00:28<00:10, 91.30it/s]\n2279 23.0865 : 71%|███████▏ | 2284/3201 [00:28<00:10, 90.10it/s]\n2279 23.0865 : 72%|███████▏ | 2294/3201 [00:28<00:10, 89.13it/s]\n2299 18.5271 : 72%|███████▏ | 2294/3201 [00:28<00:10, 89.13it/s]\n2299 18.5271 : 72%|███████▏ | 2304/3201 [00:28<00:09, 90.03it/s]\n2299 18.5271 : 72%|███████▏ | 2314/3201 [00:28<00:09, 90.43it/s]\n2319 21.3224 : 72%|███████▏ | 2314/3201 [00:28<00:09, 90.43it/s]\n2319 21.3224 : 73%|███████▎ | 2324/3201 [00:28<00:09, 89.73it/s]\n2319 21.3224 : 73%|███████▎ | 2333/3201 [00:28<00:09, 88.10it/s]\n2339 21.8212 : 73%|███████▎ | 2333/3201 [00:29<00:09, 88.10it/s]\n2339 21.8212 : 73%|███████▎ | 2342/3201 [00:29<00:10, 85.40it/s]\n2339 21.8212 : 73%|███████▎ | 2351/3201 [00:29<00:10, 82.54it/s]\n2359 22.5421 : 73%|███████▎ | 2351/3201 [00:29<00:10, 82.54it/s]\n2359 22.5421 : 74%|███████▎ | 2360/3201 [00:29<00:10, 81.70it/s]\n2359 22.5421 : 74%|███████▍ | 2369/3201 [00:29<00:10, 82.00it/s]\n2359 22.5421 : 74%|███████▍ | 2378/3201 [00:29<00:09, 82.69it/s]\n2379 22.4122 : 74%|███████▍ | 2378/3201 [00:29<00:09, 82.69it/s]\n2379 22.4122 : 75%|███████▍ | 2387/3201 [00:29<00:09, 83.68it/s]\n2379 22.4122 : 75%|███████▍ | 2396/3201 [00:29<00:09, 84.21it/s]\n2399 22.8221 : 75%|███████▍ | 2396/3201 [00:29<00:09, 84.21it/s]\n2399 22.8221 : 75%|███████▌ | 2405/3201 [00:29<00:09, 84.37it/s]\n2399 22.8221 : 75%|███████▌ | 2414/3201 [00:29<00:09, 83.86it/s]\n2419 21.7512 : 75%|███████▌ | 2414/3201 [00:29<00:09, 83.86it/s]\n2419 21.7512 : 76%|███████▌ | 2423/3201 [00:30<00:09, 82.82it/s]\n2419 21.7512 : 76%|███████▌ | 2432/3201 [00:30<00:09, 81.58it/s]\n2439 13.0168 : 76%|███████▌ | 2432/3201 [00:30<00:09, 81.58it/s]\n2439 13.0168 : 76%|███████▋ | 2441/3201 [00:30<00:09, 79.85it/s]\n2439 13.0168 : 77%|███████▋ | 2449/3201 [00:30<00:09, 77.30it/s]\n2439 13.0168 : 77%|███████▋ | 2457/3201 [00:30<00:09, 75.36it/s]\n2459 17.9014 : 77%|███████▋ | 2457/3201 [00:30<00:09, 75.36it/s]\n2459 17.9014 : 77%|███████▋ | 2465/3201 [00:30<00:09, 74.12it/s]\n2459 17.9014 : 77%|███████▋ | 2473/3201 [00:30<00:09, 72.90it/s]\n2479 20.7776 : 77%|███████▋ | 2473/3201 [00:30<00:09, 72.90it/s]\n2479 20.7776 : 78%|███████▊ | 2481/3201 [00:30<00:10, 70.77it/s]\n2479 20.7776 : 78%|███████▊ | 2489/3201 [00:30<00:10, 68.71it/s]\n2479 20.7776 : 78%|███████▊ | 2496/3201 [00:31<00:10, 66.07it/s]\n2499 21.8543 : 78%|███████▊ | 2496/3201 [00:31<00:10, 66.07it/s]\n2499 21.8543 : 78%|███████▊ | 2503/3201 [00:31<00:10, 63.69it/s]\n2499 21.8543 : 78%|███████▊ | 2510/3201 [00:31<00:11, 61.89it/s]\n2499 21.8543 : 79%|███████▊ | 2517/3201 [00:31<00:11, 60.73it/s]\n2519 24.0118 : 79%|███████▊ | 2517/3201 [00:31<00:11, 60.73it/s]\n2519 24.0118 : 79%|███████▉ | 2524/3201 [00:31<00:11, 60.11it/s]\n2519 24.0118 : 79%|███████▉ | 2531/3201 [00:31<00:10, 61.00it/s]\n2519 24.0118 : 79%|███████▉ | 2538/3201 [00:31<00:10, 62.30it/s]\n2539 20.4381 : 79%|███████▉ | 2538/3201 [00:31<00:10, 62.30it/s]\n2539 20.4381 : 80%|███████▉ | 2545/3201 [00:31<00:10, 62.59it/s]\n2539 20.4381 : 80%|███████▉ | 2552/3201 [00:31<00:10, 62.99it/s]\n2539 20.4381 : 80%|███████▉ | 2559/3201 [00:32<00:10, 63.28it/s]\n2559 23.9635 : 80%|███████▉ | 2559/3201 [00:32<00:10, 63.28it/s]\n2559 23.9635 : 80%|████████ | 2566/3201 [00:32<00:10, 62.71it/s]\n2559 23.9635 : 80%|████████ | 2573/3201 [00:32<00:09, 62.97it/s]\n2579 21.3666 : 80%|████████ | 2573/3201 [00:32<00:09, 62.97it/s]\n2579 21.3666 : 81%|████████ | 2580/3201 [00:32<00:09, 63.30it/s]\n2579 21.3666 : 81%|████████ | 2587/3201 [00:32<00:09, 63.28it/s]\n2579 21.3666 : 81%|████████ | 2594/3201 [00:32<00:10, 60.25it/s]\n2599 12.9066 : 81%|████████ | 2594/3201 [00:32<00:10, 60.25it/s]\n2599 12.9066 : 81%|████████▏ | 2601/3201 [00:32<00:10, 57.46it/s]\n2599 12.9066 : 81%|████████▏ | 2607/3201 [00:32<00:10, 55.75it/s]\n2599 12.9066 : 82%|████████▏ | 2613/3201 [00:33<00:10, 55.17it/s]\n2599 12.9066 : 82%|████████▏ | 2619/3201 [00:33<00:10, 54.68it/s]\n2619 18.9078 : 82%|████████▏ | 2619/3201 [00:33<00:10, 54.68it/s]\n2619 18.9078 : 82%|████████▏ | 2625/3201 [00:33<00:10, 54.66it/s]\n2619 18.9078 : 82%|████████▏ | 2631/3201 [00:33<00:10, 53.95it/s]\n2619 18.9078 : 82%|████████▏ | 2637/3201 [00:33<00:10, 52.19it/s]\n2639 20.8987 : 82%|████████▏ | 2637/3201 [00:33<00:10, 52.19it/s]\n2639 20.8987 : 83%|████████▎ | 2643/3201 [00:33<00:10, 51.21it/s]\n2639 20.8987 : 83%|████████▎ | 2649/3201 [00:33<00:10, 50.39it/s]\n2639 20.8987 : 83%|████████▎ | 2655/3201 [00:33<00:10, 50.11it/s]\n2659 21.2192 : 83%|████████▎ | 2655/3201 [00:33<00:10, 50.11it/s]\n2659 21.2192 : 83%|████████▎ | 2661/3201 [00:33<00:10, 49.65it/s]\n2659 21.2192 : 83%|████████▎ | 2666/3201 [00:34<00:10, 49.47it/s]\n2659 21.2192 : 83%|████████▎ | 2671/3201 [00:34<00:10, 49.04it/s]\n2659 21.2192 : 84%|████████▎ | 2677/3201 [00:34<00:10, 49.54it/s]\n2679 21.2361 : 84%|████████▎ | 2677/3201 [00:34<00:10, 49.54it/s]\n2679 21.2361 : 84%|████████▍ | 2683/3201 [00:34<00:10, 49.98it/s]\n2679 21.2361 : 84%|████████▍ | 2689/3201 [00:34<00:10, 50.31it/s]\n2679 21.2361 : 84%|████████▍ | 2695/3201 [00:34<00:10, 49.88it/s]\n2699 22.3840 : 84%|████████▍ | 2695/3201 [00:34<00:10, 49.88it/s]\n2699 22.3840 : 84%|████████▍ | 2700/3201 [00:34<00:10, 49.89it/s]\n2699 22.3840 : 85%|████████▍ | 2705/3201 [00:34<00:09, 49.71it/s]\n2699 22.3840 : 85%|████████▍ | 2710/3201 [00:34<00:09, 49.58it/s]\n2699 22.3840 : 85%|████████▍ | 2715/3201 [00:35<00:09, 49.13it/s]\n2719 22.4492 : 85%|████████▍ | 2715/3201 [00:35<00:09, 49.13it/s]\n2719 22.4492 : 85%|████████▌ | 2721/3201 [00:35<00:09, 49.49it/s]\n2719 22.4492 : 85%|████████▌ | 2727/3201 [00:35<00:09, 49.70it/s]\n2719 22.4492 : 85%|████████▌ | 2733/3201 [00:35<00:09, 49.82it/s]\n2719 22.4492 : 86%|████████▌ | 2738/3201 [00:35<00:09, 49.75it/s]\n2739 23.7556 : 86%|████████▌ | 2738/3201 [00:35<00:09, 49.75it/s]\n2739 23.7556 : 86%|████████▌ | 2743/3201 [00:35<00:09, 49.78it/s]\n2739 23.7556 : 86%|████████▌ | 2749/3201 [00:35<00:08, 51.27it/s]\n2739 23.7556 : 86%|████████▌ | 2755/3201 [00:35<00:08, 53.72it/s]\n2759 18.6422 : 86%|████████▌ | 2755/3201 [00:35<00:08, 53.72it/s]\n2759 18.6422 : 86%|████████▋ | 2762/3201 [00:35<00:07, 56.01it/s]\n2759 18.6422 : 86%|████████▋ | 2768/3201 [00:36<00:07, 57.01it/s]\n2759 18.6422 : 87%|████████▋ | 2775/3201 [00:36<00:07, 58.34it/s]\n2779 20.5402 : 87%|████████▋ | 2775/3201 [00:36<00:07, 58.34it/s]\n2779 20.5402 : 87%|████████▋ | 2781/3201 [00:36<00:07, 58.56it/s]\n2779 20.5402 : 87%|████████▋ | 2787/3201 [00:36<00:07, 58.07it/s]\n2779 20.5402 : 87%|████████▋ | 2793/3201 [00:36<00:07, 57.35it/s]\n2779 20.5402 : 87%|████████▋ | 2799/3201 [00:36<00:07, 56.01it/s]\n2799 22.3881 : 87%|████████▋ | 2799/3201 [00:36<00:07, 56.01it/s]\n2799 22.3881 : 88%|████████▊ | 2805/3201 [00:36<00:07, 55.83it/s]\n2799 22.3881 : 88%|████████▊ | 2811/3201 [00:36<00:07, 54.37it/s]\n2799 22.3881 : 88%|████████▊ | 2817/3201 [00:36<00:07, 54.85it/s]\n2819 23.0834 : 88%|████████▊ | 2817/3201 [00:37<00:07, 54.85it/s]\n2819 23.0834 : 88%|████████▊ | 2823/3201 [00:37<00:07, 53.84it/s]\n2819 23.0834 : 88%|████████▊ | 2829/3201 [00:37<00:06, 53.93it/s]\n2819 23.0834 : 89%|████████▊ | 2835/3201 [00:37<00:06, 55.28it/s]\n2839 21.8253 : 89%|████████▊ | 2835/3201 [00:37<00:06, 55.28it/s]\n2839 21.8253 : 89%|████████▉ | 2841/3201 [00:37<00:06, 56.26it/s]\n2839 21.8253 : 89%|████████▉ | 2847/3201 [00:37<00:06, 57.04it/s]\n2839 21.8253 : 89%|████████▉ | 2853/3201 [00:37<00:06, 57.41it/s]\n2839 21.8253 : 89%|████████▉ | 2859/3201 [00:37<00:05, 57.70it/s]\n2859 21.3169 : 89%|████████▉ | 2859/3201 [00:37<00:05, 57.70it/s]\n2859 21.3169 : 90%|████████▉ | 2865/3201 [00:37<00:05, 57.61it/s]\n2859 21.3169 : 90%|████████▉ | 2871/3201 [00:37<00:05, 57.61it/s]\n2859 21.3169 : 90%|████████▉ | 2877/3201 [00:37<00:05, 57.57it/s]\n2879 22.3423 : 90%|████████▉ | 2877/3201 [00:38<00:05, 57.57it/s]\n2879 22.3423 : 90%|█████████ | 2883/3201 [00:38<00:05, 57.44it/s]\n2879 22.3423 : 90%|█████████ | 2889/3201 [00:38<00:05, 57.74it/s]\n2879 22.3423 : 90%|█████████ | 2895/3201 [00:38<00:05, 57.80it/s]\n2899 17.5927 : 90%|█████████ | 2895/3201 [00:38<00:05, 57.80it/s]\n2899 17.5927 : 91%|█████████ | 2902/3201 [00:38<00:04, 59.84it/s]\n2899 17.5927 : 91%|█████████ | 2909/3201 [00:38<00:04, 62.69it/s]\n2899 17.5927 : 91%|█████████ | 2916/3201 [00:38<00:04, 64.49it/s]\n2919 20.6155 : 91%|█████████ | 2916/3201 [00:38<00:04, 64.49it/s]\n2919 20.6155 : 91%|█████████▏| 2924/3201 [00:38<00:04, 66.42it/s]\n2919 20.6155 : 92%|█████████▏| 2931/3201 [00:38<00:04, 67.27it/s]\n2919 20.6155 : 92%|█████████▏| 2938/3201 [00:38<00:03, 66.81it/s]\n2939 22.1781 : 92%|█████████▏| 2938/3201 [00:38<00:03, 66.81it/s]\n2939 22.1781 : 92%|█████████▏| 2945/3201 [00:39<00:03, 65.87it/s]\n2939 22.1781 : 92%|█████████▏| 2952/3201 [00:39<00:03, 64.44it/s]\n2939 22.1781 : 92%|█████████▏| 2959/3201 [00:39<00:03, 63.31it/s]\n2959 22.3789 : 92%|█████████▏| 2959/3201 [00:39<00:03, 63.31it/s]\n2959 22.3789 : 93%|█████████▎| 2966/3201 [00:39<00:03, 63.56it/s]\n2959 22.3789 : 93%|█████████▎| 2973/3201 [00:39<00:03, 63.27it/s]\n2979 24.0965 : 93%|█████████▎| 2973/3201 [00:39<00:03, 63.27it/s]\n2979 24.0965 : 93%|█████████▎| 2980/3201 [00:39<00:03, 63.50it/s]\n2979 24.0965 : 93%|█████████▎| 2987/3201 [00:39<00:03, 64.65it/s]\n2979 24.0965 : 94%|█████████▎| 2994/3201 [00:39<00:03, 65.92it/s]\n2999 26.3606 : 94%|█████████▎| 2994/3201 [00:39<00:03, 65.92it/s]\n2999 26.3606 : 94%|█████████▍| 3001/3201 [00:39<00:03, 66.28it/s]\n2999 26.3606 : 94%|█████████▍| 3008/3201 [00:40<00:02, 66.53it/s]\n2999 26.3606 : 94%|█████████▍| 3015/3201 [00:40<00:02, 67.13it/s]\n3019 24.8046 : 94%|█████████▍| 3015/3201 [00:40<00:02, 67.13it/s]\n3019 24.8046 : 94%|█████████▍| 3022/3201 [00:40<00:02, 67.01it/s]\n3019 24.8046 : 95%|█████████▍| 3029/3201 [00:40<00:02, 66.22it/s]\n3019 24.8046 : 95%|█████████▍| 3036/3201 [00:40<00:02, 66.45it/s]\n3039 23.1518 : 95%|█████████▍| 3036/3201 [00:40<00:02, 66.45it/s]\n3039 23.1518 : 95%|█████████▌| 3043/3201 [00:40<00:02, 66.31it/s]\n3039 23.1518 : 95%|█████████▌| 3050/3201 [00:40<00:02, 66.96it/s]\n3039 23.1518 : 96%|█████████▌| 3058/3201 [00:40<00:02, 69.73it/s]\n3059 19.9182 : 96%|█████████▌| 3058/3201 [00:40<00:02, 69.73it/s]\n3059 19.9182 : 96%|█████████▌| 3066/3201 [00:40<00:01, 71.16it/s]\n3059 19.9182 : 96%|█████████▌| 3074/3201 [00:40<00:01, 72.29it/s]\n3079 22.5793 : 96%|█████████▌| 3074/3201 [00:41<00:01, 72.29it/s]\n3079 22.5793 : 96%|█████████▋| 3082/3201 [00:41<00:01, 72.61it/s]\n3079 22.5793 : 97%|█████████▋| 3090/3201 [00:41<00:01, 72.29it/s]\n3079 22.5793 : 97%|█████████▋| 3098/3201 [00:41<00:01, 71.25it/s]\n3099 25.0865 : 97%|█████████▋| 3098/3201 [00:41<00:01, 71.25it/s]\n3099 25.0865 : 97%|█████████▋| 3106/3201 [00:41<00:01, 69.30it/s]\n3099 25.0865 : 97%|█████████▋| 3113/3201 [00:41<00:01, 68.97it/s]\n3119 23.0459 : 97%|█████████▋| 3113/3201 [00:41<00:01, 68.97it/s]\n3119 23.0459 : 98%|█████████▊| 3121/3201 [00:41<00:01, 69.32it/s]\n3119 23.0459 : 98%|█████████▊| 3129/3201 [00:41<00:01, 69.90it/s]\n3119 23.0459 : 98%|█████████▊| 3137/3201 [00:41<00:00, 70.55it/s]\n3139 24.2085 : 98%|█████████▊| 3137/3201 [00:41<00:00, 70.55it/s]\n3139 24.2085 : 98%|█████████▊| 3145/3201 [00:41<00:00, 70.96it/s]\n3139 24.2085 : 99%|█████████▊| 3153/3201 [00:42<00:00, 71.58it/s]\n3159 24.1763 : 99%|█████████▊| 3153/3201 [00:42<00:00, 71.58it/s]\n3159 24.1763 : 99%|█████████▉| 3161/3201 [00:42<00:00, 71.90it/s]\n3159 24.1763 : 99%|█████████▉| 3169/3201 [00:42<00:00, 72.40it/s]\n3159 24.1763 : 99%|█████████▉| 3177/3201 [00:42<00:00, 71.88it/s]\n3179 23.6437 : 99%|█████████▉| 3177/3201 [00:42<00:00, 71.88it/s]\n3179 23.6437 : 100%|█████████▉| 3185/3201 [00:42<00:00, 71.33it/s]\n3179 23.6437 : 100%|█████████▉| 3193/3201 [00:42<00:00, 71.40it/s]\n3199 22.3849 : 100%|█████████▉| 3193/3201 [00:42<00:00, 71.40it/s]\n3199 22.3849 : 100%|██████████| 3201/3201 [00:42<00:00, 71.97it/s]\n3199 22.3849 : 100%|██████████| 3201/3201 [00:42<00:00, 74.86it/s]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 1\n epoch_size: 16003008\n batches_per_epoch: 3201\n batch_size: 5000\n optim_type: 'ray'\n\n 0%| | 0/3201 [00:00<?, ?it/s]\n 0%| | 8/3201 [00:00<00:43, 72.64it/s]\n 0%| | 16/3201 [00:00<00:45, 70.02it/s]\n3220 19.6978 : 0%| | 16/3201 [00:00<00:45, 70.02it/s]\n3220 19.6978 : 1%| | 24/3201 [00:00<00:46, 68.67it/s]\n3220 19.6978 : 1%| | 31/3201 [00:00<00:46, 68.02it/s]\n3220 19.6978 : 1%| | 38/3201 [00:00<00:46, 67.69it/s]\n3240 19.8323 : 1%| | 38/3201 [00:00<00:46, 67.69it/s]\n3240 19.8323 : 1%|▏ | 45/3201 [00:00<00:47, 66.59it/s]\n3240 19.8323 : 2%|▏ | 52/3201 [00:00<00:49, 63.78it/s]\n3240 19.8323 : 2%|▏ | 59/3201 [00:00<00:51, 60.66it/s]\n3260 21.4656 : 2%|▏ | 59/3201 [00:00<00:51, 60.66it/s]\n3260 21.4656 : 2%|▏ | 66/3201 [00:01<00:53, 58.36it/s]\n3260 21.4656 : 2%|▏ | 72/3201 [00:01<00:54, 57.87it/s]\n3260 21.4656 : 2%|▏ | 78/3201 [00:01<00:53, 58.37it/s]\n3280 21.8562 : 2%|▏ | 78/3201 [00:01<00:53, 58.37it/s]\n3280 21.8562 : 3%|▎ | 85/3201 [00:01<00:52, 59.35it/s]\n3280 21.8562 : 3%|▎ | 92/3201 [00:01<00:51, 59.92it/s]\n3280 21.8562 : 3%|▎ | 99/3201 [00:01<00:51, 60.67it/s]\n3300 22.3756 : 3%|▎ | 99/3201 [00:01<00:51, 60.67it/s]\n3300 22.3756 : 3%|▎ | 106/3201 [00:01<00:49, 62.18it/s]\n3300 22.3756 : 4%|▎ | 113/3201 [00:01<00:48, 64.28it/s]\n3320 21.8797 : 4%|▎ | 113/3201 [00:01<00:48, 64.28it/s]\n3320 21.8797 : 4%|▎ | 120/3201 [00:01<00:47, 64.64it/s]\n3320 21.8797 : 4%|▍ | 127/3201 [00:02<00:48, 63.72it/s]\n3320 21.8797 : 4%|▍ | 134/3201 [00:02<00:49, 62.41it/s]\n3340 21.1491 : 4%|▍ | 134/3201 [00:02<00:49, 62.41it/s]\n3340 21.1491 : 4%|▍ | 141/3201 [00:02<00:50, 60.94it/s]\n3340 21.1491 : 5%|▍ | 148/3201 [00:02<00:49, 61.06it/s]\n3340 21.1491 : 5%|▍ | 155/3201 [00:02<00:49, 62.03it/s]\n3360 23.0528 : 5%|▍ | 155/3201 [00:02<00:49, 62.03it/s]\n3360 23.0528 : 5%|▌ | 163/3201 [00:02<00:47, 64.61it/s]\n3360 23.0528 : 5%|▌ | 171/3201 [00:02<00:45, 66.90it/s]\n3360 23.0528 : 6%|▌ | 179/3201 [00:02<00:43, 68.91it/s]\n3380 24.5076 : 6%|▌ | 179/3201 [00:02<00:43, 68.91it/s]\n3380 24.5076 : 6%|▌ | 187/3201 [00:02<00:43, 69.73it/s]\n3380 24.5076 : 6%|▌ | 194/3201 [00:03<00:43, 68.98it/s]\n3400 23.9446 : 6%|▌ | 194/3201 [00:03<00:43, 68.98it/s]\n3400 23.9446 : 6%|▋ | 201/3201 [00:03<00:44, 67.58it/s]\n3400 23.9446 : 6%|▋ | 208/3201 [00:03<00:45, 65.21it/s]\n3400 23.9446 : 7%|▋ | 215/3201 [00:03<00:46, 63.92it/s]\n3420 24.2935 : 7%|▋ | 215/3201 [00:03<00:46, 63.92it/s]\n3420 24.2935 : 7%|▋ | 222/3201 [00:03<00:47, 63.21it/s]\n3420 24.2935 : 7%|▋ | 229/3201 [00:03<00:47, 62.95it/s]\n3420 24.2935 : 7%|▋ | 236/3201 [00:03<00:46, 63.85it/s]\n3440 25.6467 : 7%|▋ | 236/3201 [00:03<00:46, 63.85it/s]\n3440 25.6467 : 8%|▊ | 243/3201 [00:03<00:45, 64.84it/s]\n3440 25.6467 : 8%|▊ | 250/3201 [00:03<00:45, 65.46it/s]\n3440 25.6467 : 8%|▊ | 257/3201 [00:04<00:44, 66.32it/s]\n3460 24.6063 : 8%|▊ | 257/3201 [00:04<00:44, 66.32it/s]\n3460 24.6063 : 8%|▊ | 265/3201 [00:04<00:42, 68.49it/s]\n3460 24.6063 : 9%|▊ | 273/3201 [00:04<00:42, 69.29it/s]\n3480 24.7570 : 9%|▊ | 273/3201 [00:04<00:42, 69.29it/s]\n3480 24.7570 : 9%|▊ | 280/3201 [00:04<00:43, 67.89it/s]\n3480 24.7570 : 9%|▉ | 287/3201 [00:04<00:43, 66.81it/s]\n3480 24.7570 : 9%|▉ | 294/3201 [00:04<00:44, 65.32it/s]\n3500 24.3502 : 9%|▉ | 294/3201 [00:04<00:44, 65.32it/s]\n3500 24.3502 : 9%|▉ | 301/3201 [00:04<00:44, 65.25it/s]\n3500 24.3502 : 10%|▉ | 308/3201 [00:04<00:43, 65.99it/s]\n3500 24.3502 : 10%|▉ | 316/3201 [00:04<00:42, 67.47it/s]\n3520 23.7513 : 10%|▉ | 316/3201 [00:04<00:42, 67.47it/s]\n3520 23.7513 : 10%|█ | 324/3201 [00:04<00:41, 68.74it/s]\n3520 23.7513 : 10%|█ | 332/3201 [00:05<00:41, 69.33it/s]\n3540 24.6024 : 10%|█ | 332/3201 [00:05<00:41, 69.33it/s]\n3540 24.6024 : 11%|█ | 340/3201 [00:05<00:41, 69.37it/s]\n3540 24.6024 : 11%|█ | 347/3201 [00:05<00:41, 68.38it/s]\n3540 24.6024 : 11%|█ | 354/3201 [00:05<00:42, 66.59it/s]\n3560 25.1776 : 11%|█ | 354/3201 [00:05<00:42, 66.59it/s]\n3560 25.1776 : 11%|█▏ | 361/3201 [00:05<00:44, 64.34it/s]\n3560 25.1776 : 11%|█▏ | 368/3201 [00:05<00:44, 63.45it/s]\n3560 25.1776 : 12%|█▏ | 375/3201 [00:05<00:44, 62.91it/s]\n3580 22.0617 : 12%|█▏ | 375/3201 [00:05<00:44, 62.91it/s]\n3580 22.0617 : 12%|█▏ | 382/3201 [00:05<00:44, 62.83it/s]\n3580 22.0617 : 12%|█▏ | 389/3201 [00:06<00:43, 64.05it/s]\n3580 22.0617 : 12%|█▏ | 396/3201 [00:06<00:43, 65.02it/s]\n3600 25.2638 : 12%|█▏ | 396/3201 [00:06<00:43, 65.02it/s]\n3600 25.2638 : 13%|█▎ | 403/3201 [00:06<00:43, 65.03it/s]\n3600 25.2638 : 13%|█▎ | 410/3201 [00:06<00:42, 66.13it/s]\n3600 25.2638 : 13%|█▎ | 418/3201 [00:06<00:40, 68.50it/s]\n3620 25.3180 : 13%|█▎ | 418/3201 [00:06<00:40, 68.50it/s]\n3620 25.3180 : 13%|█▎ | 426/3201 [00:06<00:40, 69.14it/s]\n3620 25.3180 : 14%|█▎ | 433/3201 [00:06<00:40, 67.61it/s]\n3640 24.9670 : 14%|█▎ | 433/3201 [00:06<00:40, 67.61it/s]\n3640 24.9670 : 14%|█▎ | 440/3201 [00:06<00:42, 65.63it/s]\n3640 24.9670 : 14%|█▍ | 447/3201 [00:06<00:42, 64.59it/s]\n3640 24.9670 : 14%|█▍ | 454/3201 [00:06<00:42, 64.56it/s]\n3660 23.9848 : 14%|█▍ | 454/3201 [00:07<00:42, 64.56it/s]\n3660 23.9848 : 14%|█▍ | 461/3201 [00:07<00:42, 64.10it/s]\n3660 23.9848 : 15%|█▍ | 468/3201 [00:07<00:42, 63.94it/s]\n3660 23.9848 : 15%|█▍ | 475/3201 [00:07<00:43, 63.39it/s]\n3680 25.1801 : 15%|█▍ | 475/3201 [00:07<00:43, 63.39it/s]\n3680 25.1801 : 15%|█▌ | 482/3201 [00:07<00:43, 62.99it/s]\n3680 25.1801 : 15%|█▌ | 489/3201 [00:07<00:43, 62.51it/s]\n3680 25.1801 : 15%|█▌ | 496/3201 [00:07<00:44, 61.33it/s]\n3700 24.3533 : 15%|█▌ | 496/3201 [00:07<00:44, 61.33it/s]\n3700 24.3533 : 16%|█▌ | 503/3201 [00:07<00:46, 58.54it/s]\n3700 24.3533 : 16%|█▌ | 509/3201 [00:07<00:48, 55.79it/s]\n3700 24.3533 : 16%|█▌ | 515/3201 [00:08<00:49, 53.99it/s]\n3720 23.1744 : 16%|█▌ | 515/3201 [00:08<00:49, 53.99it/s]\n3720 23.1744 : 16%|█▋ | 521/3201 [00:08<00:50, 53.27it/s]\n3720 23.1744 : 16%|█▋ | 527/3201 [00:08<00:49, 53.91it/s]\n3720 23.1744 : 17%|█▋ | 533/3201 [00:08<00:49, 53.50it/s]\n3720 23.1744 : 17%|█▋ | 539/3201 [00:08<00:48, 54.33it/s]\n3740 26.3701 : 17%|█▋ | 539/3201 [00:08<00:48, 54.33it/s]\n3740 26.3701 : 17%|█▋ | 545/3201 [00:08<00:49, 54.04it/s]\n3740 26.3701 : 17%|█▋ | 551/3201 [00:08<00:47, 55.42it/s]\n3740 26.3701 : 17%|█▋ | 557/3201 [00:08<00:46, 56.27it/s]\n3760 26.1661 : 17%|█▋ | 557/3201 [00:08<00:46, 56.27it/s]\n3760 26.1661 : 18%|█▊ | 564/3201 [00:08<00:45, 57.64it/s]\n3760 26.1661 : 18%|█▊ | 571/3201 [00:09<00:44, 58.88it/s]\n3760 26.1661 : 18%|█▊ | 577/3201 [00:09<00:44, 58.61it/s]\n3780 23.9581 : 18%|█▊ | 577/3201 [00:09<00:44, 58.61it/s]\n3780 23.9581 : 18%|█▊ | 583/3201 [00:09<00:45, 57.33it/s]\n3780 23.9581 : 18%|█▊ | 589/3201 [00:09<00:46, 55.96it/s]\n3780 23.9581 : 19%|█▊ | 595/3201 [00:09<00:47, 54.31it/s]\n3800 24.3812 : 19%|█▊ | 595/3201 [00:09<00:47, 54.31it/s]\n3800 24.3812 : 19%|█▉ | 601/3201 [00:09<00:49, 52.94it/s]\n3800 24.3812 : 19%|█▉ | 607/3201 [00:09<00:49, 52.56it/s]\n3800 24.3812 : 19%|█▉ | 614/3201 [00:09<00:46, 55.85it/s]\n3820 20.8100 : 19%|█▉ | 614/3201 [00:09<00:46, 55.85it/s]\n3820 20.8100 : 19%|█▉ | 622/3201 [00:09<00:42, 61.27it/s]\n3820 20.8100 : 20%|█▉ | 630/3201 [00:10<00:39, 65.31it/s]\n3820 20.8100 : 20%|█▉ | 638/3201 [00:10<00:37, 67.68it/s]\n3840 24.0141 : 20%|█▉ | 638/3201 [00:10<00:37, 67.68it/s]\n3840 24.0141 : 20%|██ | 646/3201 [00:10<00:37, 68.68it/s]\n3840 24.0141 : 20%|██ | 654/3201 [00:10<00:36, 69.46it/s]\n3860 25.6237 : 20%|██ | 654/3201 [00:10<00:36, 69.46it/s]\n3860 25.6237 : 21%|██ | 661/3201 [00:10<00:37, 67.69it/s]\n3860 25.6237 : 21%|██ | 668/3201 [00:10<00:38, 65.66it/s]\n3860 25.6237 : 21%|██ | 675/3201 [00:10<00:38, 64.94it/s]\n3880 23.3143 : 21%|██ | 675/3201 [00:10<00:38, 64.94it/s]\n3880 23.3143 : 21%|██▏ | 682/3201 [00:10<00:38, 64.68it/s]\n3880 23.3143 : 22%|██▏ | 689/3201 [00:10<00:38, 64.80it/s]\n3880 23.3143 : 22%|██▏ | 696/3201 [00:11<00:38, 65.61it/s]\n3900 25.8662 : 22%|██▏ | 696/3201 [00:11<00:38, 65.61it/s]\n3900 25.8662 : 22%|██▏ | 703/3201 [00:11<00:37, 66.23it/s]\n3900 25.8662 : 22%|██▏ | 710/3201 [00:11<00:37, 67.16it/s]\n3900 25.8662 : 22%|██▏ | 717/3201 [00:11<00:36, 67.96it/s]\n3920 25.3375 : 22%|██▏ | 717/3201 [00:11<00:36, 67.96it/s]\n3920 25.3375 : 23%|██▎ | 725/3201 [00:11<00:35, 69.26it/s]\n3920 25.3375 : 23%|██▎ | 733/3201 [00:11<00:35, 70.31it/s]\n3940 24.9070 : 23%|██▎ | 733/3201 [00:11<00:35, 70.31it/s]\n3940 24.9070 : 23%|██▎ | 741/3201 [00:11<00:35, 69.41it/s]\n3940 24.9070 : 23%|██▎ | 748/3201 [00:11<00:36, 67.78it/s]\n3940 24.9070 : 24%|██▎ | 755/3201 [00:11<00:37, 65.50it/s]\n3960 25.5646 : 24%|██▎ | 755/3201 [00:11<00:37, 65.50it/s]\n3960 25.5646 : 24%|██▍ | 762/3201 [00:12<00:37, 64.43it/s]\n3960 25.5646 : 24%|██▍ | 771/3201 [00:12<00:34, 70.58it/s]\n3980 23.7703 : 24%|██▍ | 771/3201 [00:12<00:34, 70.58it/s]\n3980 23.7703 : 24%|██▍ | 780/3201 [00:12<00:32, 75.56it/s]\n3980 23.7703 : 25%|██▍ | 789/3201 [00:12<00:30, 78.45it/s]\n3980 23.7703 : 25%|██▍ | 798/3201 [00:12<00:30, 79.82it/s]\n4000 23.0190 : 25%|██▍ | 798/3201 [00:12<00:30, 79.82it/s]\n4000 23.0190 : 25%|██▌ | 807/3201 [00:12<00:30, 79.32it/s]\n4000 23.0190 : 25%|██▌ | 815/3201 [00:12<00:30, 77.13it/s]\n4020 25.6341 : 25%|██▌ | 815/3201 [00:12<00:30, 77.13it/s]\n4020 25.6341 : 26%|██▌ | 823/3201 [00:12<00:31, 75.85it/s]\n4020 25.6341 : 26%|██▌ | 831/3201 [00:12<00:31, 75.95it/s]\n4020 25.6341 : 26%|██▌ | 839/3201 [00:12<00:31, 75.85it/s]\n4040 23.7984 : 26%|██▌ | 839/3201 [00:12<00:31, 75.85it/s]\n4040 23.7984 : 26%|██▋ | 847/3201 [00:13<00:30, 76.52it/s]\n4040 23.7984 : 27%|██▋ | 855/3201 [00:13<00:30, 77.31it/s]\n4060 26.2141 : 27%|██▋ | 855/3201 [00:13<00:30, 77.31it/s]\n4060 26.2141 : 27%|██▋ | 864/3201 [00:13<00:29, 78.34it/s]\n4060 26.2141 : 27%|██▋ | 873/3201 [00:13<00:29, 80.19it/s]\n4080 24.2419 : 27%|██▋ | 873/3201 [00:13<00:29, 80.19it/s]\n4080 24.2419 : 28%|██▊ | 882/3201 [00:13<00:28, 81.62it/s]\n4080 24.2419 : 28%|██▊ | 891/3201 [00:13<00:28, 80.74it/s]\n4100 24.8735 : 28%|██▊ | 891/3201 [00:13<00:28, 80.74it/s]\n4100 24.8735 : 28%|██▊ | 900/3201 [00:13<00:29, 78.64it/s]\n4100 24.8735 : 28%|██▊ | 908/3201 [00:13<00:29, 77.27it/s]\n4100 24.8735 : 29%|██▊ | 916/3201 [00:13<00:29, 77.32it/s]\n4120 23.7020 : 29%|██▊ | 916/3201 [00:13<00:29, 77.32it/s]\n4120 23.7020 : 29%|██▉ | 927/3201 [00:14<00:26, 84.51it/s]\n4120 23.7020 : 29%|██▉ | 938/3201 [00:14<00:25, 89.28it/s]\n4140 23.4685 : 29%|██▉ | 938/3201 [00:14<00:25, 89.28it/s]\n4140 23.4685 : 30%|██▉ | 948/3201 [00:14<00:24, 91.46it/s]\n4140 23.4685 : 30%|██▉ | 958/3201 [00:14<00:24, 92.54it/s]\n4160 24.7562 : 30%|██▉ | 958/3201 [00:14<00:24, 92.54it/s]\n4160 24.7562 : 30%|███ | 968/3201 [00:14<00:24, 90.59it/s]\n4160 24.7562 : 31%|███ | 978/3201 [00:14<00:24, 89.05it/s]\n4180 24.8512 : 31%|███ | 978/3201 [00:14<00:24, 89.05it/s]\n4180 24.8512 : 31%|███ | 987/3201 [00:14<00:24, 88.76it/s]\n4180 24.8512 : 31%|███ | 997/3201 [00:14<00:24, 89.73it/s]\n4200 24.0920 : 31%|███ | 997/3201 [00:14<00:24, 89.73it/s]\n4200 24.0920 : 31%|███▏ | 1007/3201 [00:14<00:24, 91.15it/s]\n4200 24.0920 : 32%|███▏ | 1017/3201 [00:15<00:23, 92.07it/s]\n4220 24.7862 : 32%|███▏ | 1017/3201 [00:15<00:23, 92.07it/s]\n4220 24.7862 : 32%|███▏ | 1028/3201 [00:15<00:22, 94.57it/s]\n4220 24.7862 : 32%|███▏ | 1038/3201 [00:15<00:22, 95.75it/s]\n4240 24.2902 : 32%|███▏ | 1038/3201 [00:15<00:22, 95.75it/s]\n4240 24.2902 : 33%|███▎ | 1048/3201 [00:15<00:22, 94.85it/s]\n4240 24.2902 : 33%|███▎ | 1058/3201 [00:15<00:22, 93.52it/s]\n4260 24.5311 : 33%|███▎ | 1058/3201 [00:15<00:22, 93.52it/s]\n4260 24.5311 : 33%|███▎ | 1068/3201 [00:15<00:23, 92.02it/s]\n4260 24.5311 : 34%|███▎ | 1078/3201 [00:15<00:23, 92.29it/s]\n4280 22.2414 : 34%|███▎ | 1078/3201 [00:15<00:23, 92.29it/s]\n4280 22.2414 : 34%|███▍ | 1088/3201 [00:15<00:22, 91.89it/s]\n4280 22.2414 : 34%|███▍ | 1098/3201 [00:15<00:23, 90.88it/s]\n4300 23.2087 : 34%|███▍ | 1098/3201 [00:15<00:23, 90.88it/s]\n4300 23.2087 : 35%|███▍ | 1108/3201 [00:16<00:23, 89.23it/s]\n4300 23.2087 : 35%|███▍ | 1117/3201 [00:16<00:24, 85.30it/s]\n4320 24.2649 : 35%|███▍ | 1117/3201 [00:16<00:24, 85.30it/s]\n4320 24.2649 : 35%|███▌ | 1126/3201 [00:16<00:25, 82.26it/s]\n4320 24.2649 : 35%|███▌ | 1135/3201 [00:16<00:25, 80.53it/s]\n4340 23.6425 : 35%|███▌ | 1135/3201 [00:16<00:25, 80.53it/s]\n4340 23.6425 : 36%|███▌ | 1144/3201 [00:16<00:25, 79.83it/s]\n4340 23.6425 : 36%|███▌ | 1153/3201 [00:16<00:25, 80.21it/s]\n4360 25.4534 : 36%|███▌ | 1153/3201 [00:16<00:25, 80.21it/s]\n4360 25.4534 : 36%|███▋ | 1162/3201 [00:16<00:25, 81.13it/s]\n4360 25.4534 : 37%|███▋ | 1171/3201 [00:16<00:24, 82.67it/s]\n4380 22.7371 : 37%|███▋ | 1171/3201 [00:16<00:24, 82.67it/s]\n4380 22.7371 : 37%|███▋ | 1180/3201 [00:16<00:24, 83.73it/s]\n4380 22.7371 : 37%|███▋ | 1189/3201 [00:17<00:23, 85.19it/s]\n4380 22.7371 : 37%|███▋ | 1198/3201 [00:17<00:23, 83.53it/s]\n4400 22.6325 : 37%|███▋ | 1198/3201 [00:17<00:23, 83.53it/s]\n4400 22.6325 : 38%|███▊ | 1207/3201 [00:17<00:24, 82.59it/s]\n4400 22.6325 : 38%|███▊ | 1216/3201 [00:17<00:24, 81.26it/s]\n4420 20.3078 : 38%|███▊ | 1216/3201 [00:17<00:24, 81.26it/s]\n4420 20.3078 : 38%|███▊ | 1225/3201 [00:17<00:24, 82.26it/s]\n4420 20.3078 : 39%|███▊ | 1235/3201 [00:17<00:22, 85.49it/s]\n4440 22.3305 : 39%|███▊ | 1235/3201 [00:17<00:22, 85.49it/s]\n4440 22.3305 : 39%|███▉ | 1245/3201 [00:17<00:22, 86.92it/s]\n4440 22.3305 : 39%|███▉ | 1254/3201 [00:17<00:22, 87.06it/s]\n4460 23.9037 : 39%|███▉ | 1254/3201 [00:17<00:22, 87.06it/s]\n4460 23.9037 : 39%|███▉ | 1263/3201 [00:17<00:22, 86.47it/s]\n4460 23.9037 : 40%|███▉ | 1272/3201 [00:18<00:22, 84.35it/s]\n4480 25.9040 : 40%|███▉ | 1272/3201 [00:18<00:22, 84.35it/s]\n4480 25.9040 : 40%|████ | 1281/3201 [00:18<00:23, 81.45it/s]\n4480 25.9040 : 40%|████ | 1290/3201 [00:18<00:23, 80.38it/s]\n4480 25.9040 : 41%|████ | 1299/3201 [00:18<00:23, 79.59it/s]\n4500 23.4800 : 41%|████ | 1299/3201 [00:18<00:23, 79.59it/s]\n4500 23.4800 : 41%|████ | 1307/3201 [00:18<00:23, 79.57it/s]\n4500 23.4800 : 41%|████ | 1316/3201 [00:18<00:23, 80.83it/s]\n4520 27.1893 : 41%|████ | 1316/3201 [00:18<00:23, 80.83it/s]\n4520 27.1893 : 41%|████▏ | 1325/3201 [00:18<00:22, 82.26it/s]\n4520 27.1893 : 42%|████▏ | 1334/3201 [00:18<00:22, 83.35it/s]\n4540 23.6405 : 42%|████▏ | 1334/3201 [00:18<00:22, 83.35it/s]\n4540 23.6405 : 42%|████▏ | 1343/3201 [00:18<00:22, 83.73it/s]\n4540 23.6405 : 42%|████▏ | 1352/3201 [00:18<00:21, 84.46it/s]\n4560 24.2092 : 42%|████▏ | 1352/3201 [00:19<00:21, 84.46it/s]\n4560 24.2092 : 43%|████▎ | 1361/3201 [00:19<00:22, 82.92it/s]\n4560 24.2092 : 43%|████▎ | 1370/3201 [00:19<00:22, 81.89it/s]\n4580 20.5498 : 43%|████▎ | 1370/3201 [00:19<00:22, 81.89it/s]\n4580 20.5498 : 43%|████▎ | 1380/3201 [00:19<00:21, 86.55it/s]\n4580 20.5498 : 43%|████▎ | 1391/3201 [00:19<00:19, 91.17it/s]\n4600 21.3193 : 43%|████▎ | 1391/3201 [00:19<00:19, 91.17it/s]\n4600 21.3193 : 44%|████▍ | 1401/3201 [00:19<00:19, 92.87it/s]\n4600 21.3193 : 44%|████▍ | 1411/3201 [00:19<00:18, 94.37it/s]\n4620 22.9334 : 44%|████▍ | 1411/3201 [00:19<00:18, 94.37it/s]\n4620 22.9334 : 44%|████▍ | 1421/3201 [00:19<00:18, 93.77it/s]\n4620 22.9334 : 45%|████▍ | 1431/3201 [00:19<00:19, 91.11it/s]\n4640 23.5402 : 45%|████▍ | 1431/3201 [00:19<00:19, 91.11it/s]\n4640 23.5402 : 45%|████▌ | 1441/3201 [00:19<00:19, 90.42it/s]\n4640 23.5402 : 45%|████▌ | 1451/3201 [00:20<00:19, 90.34it/s]\n4660 23.7179 : 45%|████▌ | 1451/3201 [00:20<00:19, 90.34it/s]\n4660 23.7179 : 46%|████▌ | 1461/3201 [00:20<00:19, 91.14it/s]\n4660 23.7179 : 46%|████▌ | 1471/3201 [00:20<00:18, 92.75it/s]\n4680 24.3351 : 46%|████▌ | 1471/3201 [00:20<00:18, 92.75it/s]\n4680 24.3351 : 46%|████▋ | 1481/3201 [00:20<00:18, 94.53it/s]\n4680 24.3351 : 47%|████▋ | 1491/3201 [00:20<00:17, 95.55it/s]\n4700 23.8703 : 47%|████▋ | 1491/3201 [00:20<00:17, 95.55it/s]\n4700 23.8703 : 47%|████▋ | 1501/3201 [00:20<00:17, 95.75it/s]\n4700 23.8703 : 47%|████▋ | 1511/3201 [00:20<00:17, 94.54it/s]\n4720 24.4746 : 47%|████▋ | 1511/3201 [00:20<00:17, 94.54it/s]\n4720 24.4746 : 48%|████▊ | 1521/3201 [00:20<00:18, 92.87it/s]\n4720 24.4746 : 48%|████▊ | 1533/3201 [00:20<00:16, 98.33it/s]\n4740 22.5925 : 48%|████▊ | 1533/3201 [00:20<00:16, 98.33it/s]\n4740 22.5925 : 48%|████▊ | 1546/3201 [00:21<00:15, 105.34it/s]\n4740 22.5925 : 49%|████▊ | 1558/3201 [00:21<00:15, 108.89it/s]\n4760 22.5669 : 49%|████▊ | 1558/3201 [00:21<00:15, 108.89it/s]\n4760 22.5669 : 49%|████▉ | 1570/3201 [00:21<00:14, 110.09it/s]\n4780 25.3209 : 49%|████▉ | 1570/3201 [00:21<00:14, 110.09it/s]\n4780 25.3209 : 49%|████▉ | 1582/3201 [00:21<00:14, 108.72it/s]\n4780 25.3209 : 50%|████▉ | 1593/3201 [00:21<00:14, 108.88it/s]\n4800 24.0392 : 50%|████▉ | 1593/3201 [00:21<00:14, 108.88it/s]\n4800 24.0392 : 50%|█████ | 1604/3201 [00:21<00:14, 108.87it/s]\n4800 24.0392 : 50%|█████ | 1616/3201 [00:21<00:14, 109.66it/s]\n4820 26.3163 : 50%|█████ | 1616/3201 [00:21<00:14, 109.66it/s]\n4820 26.3163 : 51%|█████ | 1628/3201 [00:21<00:14, 111.11it/s]\n4840 24.7346 : 51%|█████ | 1628/3201 [00:21<00:14, 111.11it/s]\n4840 24.7346 : 51%|█████ | 1640/3201 [00:21<00:14, 111.15it/s]\n4840 24.7346 : 52%|█████▏ | 1652/3201 [00:21<00:13, 112.11it/s]\n4860 24.4944 : 52%|█████▏ | 1652/3201 [00:22<00:13, 112.11it/s]\n4860 24.4944 : 52%|█████▏ | 1664/3201 [00:22<00:13, 110.70it/s]\n4860 24.4944 : 52%|█████▏ | 1676/3201 [00:22<00:13, 109.44it/s]\n4880 23.0004 : 52%|█████▏ | 1676/3201 [00:22<00:13, 109.44it/s]\n4880 23.0004 : 53%|█████▎ | 1687/3201 [00:22<00:13, 108.49it/s]\n4880 23.0004 : 53%|█████▎ | 1698/3201 [00:22<00:13, 107.87it/s]\n4900 23.4295 : 53%|█████▎ | 1698/3201 [00:22<00:13, 107.87it/s]\n4900 23.4295 : 53%|█████▎ | 1709/3201 [00:22<00:13, 106.83it/s]\n4920 24.2108 : 53%|█████▎ | 1709/3201 [00:22<00:13, 106.83it/s]\n4920 24.2108 : 54%|█████▎ | 1720/3201 [00:22<00:14, 105.06it/s]\n4920 24.2108 : 54%|█████▍ | 1731/3201 [00:22<00:14, 101.34it/s]\n4940 23.7200 : 54%|█████▍ | 1731/3201 [00:22<00:14, 101.34it/s]\n4940 23.7200 : 54%|█████▍ | 1742/3201 [00:22<00:14, 99.38it/s]\n4940 23.7200 : 55%|█████▍ | 1752/3201 [00:22<00:14, 98.72it/s]\n4960 25.0170 : 55%|█████▍ | 1752/3201 [00:23<00:14, 98.72it/s]\n4960 25.0170 : 55%|█████▌ | 1762/3201 [00:23<00:14, 98.44it/s]\n4960 25.0170 : 55%|█████▌ | 1772/3201 [00:23<00:14, 98.85it/s]\n4980 25.5811 : 55%|█████▌ | 1772/3201 [00:23<00:14, 98.85it/s]\n4980 25.5811 : 56%|█████▌ | 1783/3201 [00:23<00:14, 100.42it/s]\n4980 25.5811 : 56%|█████▌ | 1794/3201 [00:23<00:13, 102.02it/s]\n5000 24.3996 : 56%|█████▌ | 1794/3201 [00:23<00:13, 102.02it/s]\n5000 24.3996 : 56%|█████▋ | 1805/3201 [00:23<00:13, 102.43it/s]\n5000 24.3996 : 57%|█████▋ | 1816/3201 [00:23<00:13, 100.94it/s]\n5020 24.8549 : 57%|█████▋ | 1816/3201 [00:23<00:13, 100.94it/s]\n5020 24.8549 : 57%|█████▋ | 1827/3201 [00:23<00:13, 99.01it/s]\n5020 24.8549 : 57%|█████▋ | 1837/3201 [00:23<00:14, 94.40it/s]\n5040 22.6000 : 57%|█████▋ | 1837/3201 [00:23<00:14, 94.40it/s]\n5040 22.6000 : 58%|█████▊ | 1847/3201 [00:23<00:14, 90.81it/s]\n5040 22.6000 : 58%|█████▊ | 1857/3201 [00:24<00:15, 87.57it/s]\n5060 24.0438 : 58%|█████▊ | 1857/3201 [00:24<00:15, 87.57it/s]\n5060 24.0438 : 58%|█████▊ | 1866/3201 [00:24<00:15, 85.22it/s]\n5060 24.0438 : 59%|█████▊ | 1875/3201 [00:24<00:16, 81.72it/s]\n5080 24.1035 : 59%|█████▊ | 1875/3201 [00:24<00:16, 81.72it/s]\n5080 24.1035 : 59%|█████▉ | 1884/3201 [00:24<00:16, 78.39it/s]\n5080 24.1035 : 59%|█████▉ | 1892/3201 [00:24<00:16, 77.77it/s]\n5100 24.3221 : 59%|█████▉ | 1892/3201 [00:24<00:16, 77.77it/s]\n5100 24.3221 : 59%|█████▉ | 1900/3201 [00:24<00:16, 77.54it/s]\n5100 24.3221 : 60%|█████▉ | 1908/3201 [00:24<00:16, 77.37it/s]\n5100 24.3221 : 60%|█████▉ | 1916/3201 [00:24<00:16, 77.45it/s]\n5120 26.6220 : 60%|█████▉ | 1916/3201 [00:24<00:16, 77.45it/s]\n5120 26.6220 : 60%|██████ | 1924/3201 [00:24<00:16, 77.88it/s]\n5120 26.6220 : 60%|██████ | 1933/3201 [00:25<00:15, 79.39it/s]\n5140 24.9975 : 60%|██████ | 1933/3201 [00:25<00:15, 79.39it/s]\n5140 24.9975 : 61%|██████ | 1942/3201 [00:25<00:15, 80.19it/s]\n5140 24.9975 : 61%|██████ | 1951/3201 [00:25<00:15, 80.36it/s]\n5160 26.5609 : 61%|██████ | 1951/3201 [00:25<00:15, 80.36it/s]\n5160 26.5609 : 61%|██████ | 1960/3201 [00:25<00:15, 79.39it/s]\n5160 26.5609 : 61%|██████▏ | 1968/3201 [00:25<00:15, 77.08it/s]\n5160 26.5609 : 62%|██████▏ | 1976/3201 [00:25<00:16, 75.34it/s]\n5180 24.2770 : 62%|██████▏ | 1976/3201 [00:25<00:16, 75.34it/s]\n5180 24.2770 : 62%|██████▏ | 1984/3201 [00:25<00:16, 73.76it/s]\n5180 24.2770 : 62%|██████▏ | 1992/3201 [00:25<00:16, 71.72it/s]\n5200 23.0097 : 62%|██████▏ | 1992/3201 [00:25<00:16, 71.72it/s]\n5200 23.0097 : 62%|██████▏ | 2000/3201 [00:25<00:17, 70.28it/s]\n5200 23.0097 : 63%|██████▎ | 2008/3201 [00:26<00:17, 69.37it/s]\n5200 23.0097 : 63%|██████▎ | 2015/3201 [00:26<00:17, 67.72it/s]\n5220 23.8698 : 63%|██████▎ | 2015/3201 [00:26<00:17, 67.72it/s]\n5220 23.8698 : 63%|██████▎ | 2022/3201 [00:26<00:17, 66.11it/s]\n5220 23.8698 : 63%|██████▎ | 2029/3201 [00:26<00:18, 64.23it/s]\n5220 23.8698 : 64%|██████▎ | 2036/3201 [00:26<00:18, 62.10it/s]\n5240 22.4548 : 64%|██████▎ | 2036/3201 [00:26<00:18, 62.10it/s]\n5240 22.4548 : 64%|██████▍ | 2043/3201 [00:26<00:18, 61.27it/s]\n5240 22.4548 : 64%|██████▍ | 2050/3201 [00:26<00:18, 61.34it/s]\n5240 22.4548 : 64%|██████▍ | 2057/3201 [00:26<00:18, 61.88it/s]\n5260 25.1397 : 64%|██████▍ | 2057/3201 [00:26<00:18, 61.88it/s]\n5260 25.1397 : 64%|██████▍ | 2064/3201 [00:27<00:18, 61.82it/s]\n5260 25.1397 : 65%|██████▍ | 2071/3201 [00:27<00:18, 61.67it/s]\n5260 25.1397 : 65%|██████▍ | 2078/3201 [00:27<00:18, 62.29it/s]\n5280 24.0596 : 65%|██████▍ | 2078/3201 [00:27<00:18, 62.29it/s]\n5280 24.0596 : 65%|██████▌ | 2085/3201 [00:27<00:17, 63.03it/s]\n5280 24.0596 : 65%|██████▌ | 2092/3201 [00:27<00:17, 63.81it/s]\n5280 24.0596 : 66%|██████▌ | 2099/3201 [00:27<00:17, 63.91it/s]\n5300 22.6564 : 66%|██████▌ | 2099/3201 [00:27<00:17, 63.91it/s]\n5300 22.6564 : 66%|██████▌ | 2106/3201 [00:27<00:17, 63.67it/s]\n5300 22.6564 : 66%|██████▌ | 2113/3201 [00:27<00:17, 62.31it/s]\n5320 22.6525 : 66%|██████▌ | 2113/3201 [00:27<00:17, 62.31it/s]\n5320 22.6525 : 66%|██████▌ | 2120/3201 [00:27<00:17, 60.58it/s]\n5320 22.6525 : 66%|██████▋ | 2127/3201 [00:28<00:18, 59.15it/s]\n5320 22.6525 : 67%|██████▋ | 2133/3201 [00:28<00:18, 57.86it/s]\n5340 19.8258 : 67%|██████▋ | 2133/3201 [00:28<00:18, 57.86it/s]\n5340 19.8258 : 67%|██████▋ | 2142/3201 [00:28<00:15, 66.36it/s]\n5340 19.8258 : 67%|██████▋ | 2152/3201 [00:28<00:13, 75.42it/s]\n5360 21.5081 : 67%|██████▋ | 2152/3201 [00:28<00:13, 75.42it/s]\n5360 21.5081 : 68%|██████▊ | 2162/3201 [00:28<00:12, 80.84it/s]\n5360 21.5081 : 68%|██████▊ | 2172/3201 [00:28<00:11, 86.02it/s]\n5380 22.7156 : 68%|██████▊ | 2172/3201 [00:28<00:11, 86.02it/s]\n5380 22.7156 : 68%|██████▊ | 2182/3201 [00:28<00:11, 87.49it/s]\n5380 22.7156 : 68%|██████▊ | 2191/3201 [00:28<00:11, 86.06it/s]\n5400 23.0208 : 68%|██████▊ | 2191/3201 [00:28<00:11, 86.06it/s]\n5400 23.0208 : 69%|██████▊ | 2200/3201 [00:28<00:11, 84.91it/s]\n5400 23.0208 : 69%|██████▉ | 2209/3201 [00:28<00:11, 85.60it/s]\n5400 23.0208 : 69%|██████▉ | 2218/3201 [00:29<00:11, 85.86it/s]\n5420 23.8782 : 69%|██████▉ | 2218/3201 [00:29<00:11, 85.86it/s]\n5420 23.8782 : 70%|██████▉ | 2227/3201 [00:29<00:11, 86.44it/s]\n5420 23.8782 : 70%|██████▉ | 2237/3201 [00:29<00:10, 87.75it/s]\n5440 23.0223 : 70%|██████▉ | 2237/3201 [00:29<00:10, 87.75it/s]\n5440 23.0223 : 70%|███████ | 2246/3201 [00:29<00:10, 88.31it/s]\n5440 23.0223 : 70%|███████ | 2255/3201 [00:29<00:10, 88.36it/s]\n5460 22.0570 : 70%|███████ | 2255/3201 [00:29<00:10, 88.36it/s]\n5460 22.0570 : 71%|███████ | 2264/3201 [00:29<00:10, 88.23it/s]\n5460 22.0570 : 71%|███████ | 2273/3201 [00:29<00:10, 86.71it/s]\n5480 24.3108 : 71%|███████ | 2273/3201 [00:29<00:10, 86.71it/s]\n5480 24.3108 : 71%|███████▏ | 2282/3201 [00:29<00:10, 85.33it/s]\n5480 24.3108 : 72%|███████▏ | 2291/3201 [00:29<00:10, 84.07it/s]\n5500 21.9869 : 72%|███████▏ | 2291/3201 [00:30<00:10, 84.07it/s]\n5500 21.9869 : 72%|███████▏ | 2300/3201 [00:30<00:10, 84.45it/s]\n5500 21.9869 : 72%|███████▏ | 2309/3201 [00:30<00:10, 85.48it/s]\n5500 21.9869 : 72%|███████▏ | 2318/3201 [00:30<00:10, 86.02it/s]\n5520 23.2151 : 72%|███████▏ | 2318/3201 [00:30<00:10, 86.02it/s]\n5520 23.2151 : 73%|███████▎ | 2327/3201 [00:30<00:10, 85.22it/s]\n5520 23.2151 : 73%|███████▎ | 2336/3201 [00:30<00:10, 83.24it/s]\n5540 24.3593 : 73%|███████▎ | 2336/3201 [00:30<00:10, 83.24it/s]\n5540 24.3593 : 73%|███████▎ | 2345/3201 [00:30<00:10, 79.48it/s]\n5540 24.3593 : 74%|███████▎ | 2353/3201 [00:30<00:10, 77.93it/s]\n5560 25.5905 : 74%|███████▎ | 2353/3201 [00:30<00:10, 77.93it/s]\n5560 25.5905 : 74%|███████▍ | 2361/3201 [00:30<00:10, 77.48it/s]\n5560 25.5905 : 74%|███████▍ | 2369/3201 [00:30<00:10, 77.38it/s]\n5560 25.5905 : 74%|███████▍ | 2377/3201 [00:31<00:10, 78.10it/s]\n5580 23.3613 : 74%|███████▍ | 2377/3201 [00:31<00:10, 78.10it/s]\n5580 23.3613 : 75%|███████▍ | 2385/3201 [00:31<00:10, 78.54it/s]\n5580 23.3613 : 75%|███████▍ | 2393/3201 [00:31<00:10, 78.84it/s]\n5600 24.0882 : 75%|███████▍ | 2393/3201 [00:31<00:10, 78.84it/s]\n5600 24.0882 : 75%|███████▌ | 2401/3201 [00:31<00:10, 79.16it/s]\n5600 24.0882 : 75%|███████▌ | 2409/3201 [00:31<00:10, 79.14it/s]\n5600 24.0882 : 76%|███████▌ | 2417/3201 [00:31<00:09, 78.56it/s]\n5620 22.6081 : 76%|███████▌ | 2417/3201 [00:31<00:09, 78.56it/s]\n5620 22.6081 : 76%|███████▌ | 2425/3201 [00:31<00:09, 78.27it/s]\n5620 22.6081 : 76%|███████▌ | 2433/3201 [00:31<00:09, 78.03it/s]\n5640 19.9298 : 76%|███████▌ | 2433/3201 [00:31<00:09, 78.03it/s]\n5640 19.9298 : 76%|███████▋ | 2441/3201 [00:31<00:10, 75.70it/s]\n5640 19.9298 : 77%|███████▋ | 2449/3201 [00:31<00:10, 72.55it/s]\n5640 19.9298 : 77%|███████▋ | 2457/3201 [00:32<00:10, 70.53it/s]\n5660 20.4371 : 77%|███████▋ | 2457/3201 [00:32<00:10, 70.53it/s]\n5660 20.4371 : 77%|███████▋ | 2465/3201 [00:32<00:10, 69.19it/s]\n5660 20.4371 : 77%|███████▋ | 2472/3201 [00:32<00:10, 68.13it/s]\n5660 20.4371 : 77%|███████▋ | 2479/3201 [00:32<00:10, 66.52it/s]\n5680 23.2313 : 77%|███████▋ | 2479/3201 [00:32<00:10, 66.52it/s]\n5680 23.2313 : 78%|███████▊ | 2486/3201 [00:32<00:11, 64.60it/s]\n5680 23.2313 : 78%|███████▊ | 2493/3201 [00:32<00:11, 62.55it/s]\n5700 25.1059 : 78%|███████▊ | 2493/3201 [00:32<00:11, 62.55it/s]\n5700 25.1059 : 78%|███████▊ | 2500/3201 [00:32<00:11, 60.52it/s]\n5700 25.1059 : 78%|███████▊ | 2507/3201 [00:32<00:11, 58.33it/s]\n5700 25.1059 : 79%|███████▊ | 2513/3201 [00:33<00:11, 57.67it/s]\n5700 25.1059 : 79%|███████▊ | 2519/3201 [00:33<00:12, 55.80it/s]\n5720 26.9565 : 79%|███████▊ | 2519/3201 [00:33<00:12, 55.80it/s]\n5720 26.9565 : 79%|███████▉ | 2525/3201 [00:33<00:12, 56.12it/s]\n5720 26.9565 : 79%|███████▉ | 2531/3201 [00:33<00:11, 56.41it/s]\n5720 26.9565 : 79%|███████▉ | 2538/3201 [00:33<00:11, 57.95it/s]\n5740 25.0199 : 79%|███████▉ | 2538/3201 [00:33<00:11, 57.95it/s]\n5740 25.0199 : 80%|███████▉ | 2545/3201 [00:33<00:11, 58.64it/s]\n5740 25.0199 : 80%|███████▉ | 2551/3201 [00:33<00:11, 58.81it/s]\n5740 25.0199 : 80%|███████▉ | 2558/3201 [00:33<00:10, 59.29it/s]\n5760 24.9939 : 80%|███████▉ | 2558/3201 [00:33<00:10, 59.29it/s]\n5760 24.9939 : 80%|████████ | 2564/3201 [00:33<00:10, 59.24it/s]\n5760 24.9939 : 80%|████████ | 2570/3201 [00:33<00:10, 59.00it/s]\n5760 24.9939 : 81%|████████ | 2577/3201 [00:34<00:10, 59.74it/s]\n5780 23.0655 : 81%|████████ | 2577/3201 [00:34<00:10, 59.74it/s]\n5780 23.0655 : 81%|████████ | 2583/3201 [00:34<00:10, 59.81it/s]\n5780 23.0655 : 81%|████████ | 2589/3201 [00:34<00:10, 58.74it/s]\n5780 23.0655 : 81%|████████ | 2595/3201 [00:34<00:11, 54.75it/s]\n5800 19.3082 : 81%|████████ | 2595/3201 [00:34<00:11, 54.75it/s]\n5800 19.3082 : 81%|████████▏ | 2601/3201 [00:34<00:11, 53.57it/s]\n5800 19.3082 : 81%|████████▏ | 2607/3201 [00:34<00:11, 52.78it/s]\n5800 19.3082 : 82%|████████▏ | 2613/3201 [00:34<00:11, 51.88it/s]\n5800 19.3082 : 82%|████████▏ | 2619/3201 [00:34<00:11, 51.22it/s]\n5820 21.6090 : 82%|████████▏ | 2619/3201 [00:34<00:11, 51.22it/s]\n5820 21.6090 : 82%|████████▏ | 2625/3201 [00:35<00:11, 50.92it/s]\n5820 21.6090 : 82%|████████▏ | 2631/3201 [00:35<00:11, 50.18it/s]\n5820 21.6090 : 82%|████████▏ | 2637/3201 [00:35<00:11, 49.47it/s]\n5840 23.1249 : 82%|████████▏ | 2637/3201 [00:35<00:11, 49.47it/s]\n5840 23.1249 : 83%|████████▎ | 2642/3201 [00:35<00:11, 49.12it/s]\n5840 23.1249 : 83%|████████▎ | 2647/3201 [00:35<00:11, 49.13it/s]\n5840 23.1249 : 83%|████████▎ | 2652/3201 [00:35<00:11, 48.88it/s]\n5840 23.1249 : 83%|████████▎ | 2657/3201 [00:35<00:11, 48.63it/s]\n5860 25.0300 : 83%|████████▎ | 2657/3201 [00:35<00:11, 48.63it/s]\n5860 25.0300 : 83%|████████▎ | 2662/3201 [00:35<00:11, 46.82it/s]\n5860 25.0300 : 83%|████████▎ | 2667/3201 [00:35<00:11, 46.97it/s]\n5860 25.0300 : 83%|████████▎ | 2672/3201 [00:36<00:11, 45.84it/s]\n5860 25.0300 : 84%|████████▎ | 2677/3201 [00:36<00:11, 46.13it/s]\n5880 24.9655 : 84%|████████▎ | 2677/3201 [00:36<00:11, 46.13it/s]\n5880 24.9655 : 84%|████████▍ | 2682/3201 [00:36<00:11, 45.69it/s]\n5880 24.9655 : 84%|████████▍ | 2687/3201 [00:36<00:11, 46.51it/s]\n5880 24.9655 : 84%|████████▍ | 2692/3201 [00:36<00:10, 47.40it/s]\n5880 24.9655 : 84%|████████▍ | 2697/3201 [00:36<00:10, 48.06it/s]\n5900 25.1496 : 84%|████████▍ | 2697/3201 [00:36<00:10, 48.06it/s]\n5900 25.1496 : 84%|████████▍ | 2702/3201 [00:36<00:10, 48.47it/s]\n5900 25.1496 : 85%|████████▍ | 2707/3201 [00:36<00:10, 48.18it/s]\n5900 25.1496 : 85%|████████▍ | 2712/3201 [00:36<00:10, 48.60it/s]\n5900 25.1496 : 85%|████████▍ | 2717/3201 [00:36<00:09, 48.65it/s]\n5920 24.2814 : 85%|████████▍ | 2717/3201 [00:37<00:09, 48.65it/s]\n5920 24.2814 : 85%|████████▌ | 2723/3201 [00:37<00:09, 49.21it/s]\n5920 24.2814 : 85%|████████▌ | 2728/3201 [00:37<00:09, 49.42it/s]\n5920 24.2814 : 85%|████████▌ | 2734/3201 [00:37<00:09, 49.60it/s]\n5940 24.8967 : 85%|████████▌ | 2734/3201 [00:37<00:09, 49.60it/s]\n5940 24.8967 : 86%|████████▌ | 2740/3201 [00:37<00:09, 49.80it/s]\n5940 24.8967 : 86%|████████▌ | 2746/3201 [00:37<00:09, 50.06it/s]\n5940 24.8967 : 86%|████████▌ | 2752/3201 [00:37<00:08, 50.84it/s]\n5940 24.8967 : 86%|████████▌ | 2758/3201 [00:37<00:08, 52.45it/s]\n5960 21.3255 : 86%|████████▌ | 2758/3201 [00:37<00:08, 52.45it/s]\n5960 21.3255 : 86%|████████▋ | 2764/3201 [00:37<00:08, 53.02it/s]\n5960 21.3255 : 87%|████████▋ | 2770/3201 [00:37<00:07, 53.92it/s]\n5960 21.3255 : 87%|████████▋ | 2776/3201 [00:38<00:07, 54.88it/s]\n5980 22.2002 : 87%|████████▋ | 2776/3201 [00:38<00:07, 54.88it/s]\n5980 22.2002 : 87%|████████▋ | 2782/3201 [00:38<00:07, 54.96it/s]\n5980 22.2002 : 87%|████████▋ | 2788/3201 [00:38<00:07, 53.89it/s]\n5980 22.2002 : 87%|████████▋ | 2794/3201 [00:38<00:07, 52.42it/s]\n6000 23.8705 : 87%|████████▋ | 2794/3201 [00:38<00:07, 52.42it/s]\n6000 23.8705 : 87%|████████▋ | 2800/3201 [00:38<00:07, 51.47it/s]\n6000 23.8705 : 88%|████████▊ | 2806/3201 [00:38<00:07, 50.77it/s]\n6000 23.8705 : 88%|████████▊ | 2812/3201 [00:38<00:07, 50.36it/s]\n6000 23.8705 : 88%|████████▊ | 2818/3201 [00:38<00:07, 50.30it/s]\n6020 24.6903 : 88%|████████▊ | 2818/3201 [00:38<00:07, 50.30it/s]\n6020 24.6903 : 88%|████████▊ | 2824/3201 [00:39<00:07, 49.91it/s]\n6020 24.6903 : 88%|████████▊ | 2829/3201 [00:39<00:07, 49.79it/s]\n6020 24.6903 : 89%|████████▊ | 2835/3201 [00:39<00:07, 50.46it/s]\n6040 23.1547 : 89%|████████▊ | 2835/3201 [00:39<00:07, 50.46it/s]\n6040 23.1547 : 89%|████████▉ | 2841/3201 [00:39<00:06, 52.00it/s]\n6040 23.1547 : 89%|████████▉ | 2847/3201 [00:39<00:06, 52.80it/s]\n6040 23.1547 : 89%|████████▉ | 2853/3201 [00:39<00:06, 53.22it/s]\n6040 23.1547 : 89%|████████▉ | 2859/3201 [00:39<00:06, 52.68it/s]\n6060 23.9345 : 89%|████████▉ | 2859/3201 [00:39<00:06, 52.68it/s]\n6060 23.9345 : 90%|████████▉ | 2865/3201 [00:39<00:06, 53.41it/s]\n6060 23.9345 : 90%|████████▉ | 2871/3201 [00:39<00:06, 52.44it/s]\n6060 23.9345 : 90%|████████▉ | 2877/3201 [00:40<00:06, 51.92it/s]\n6080 23.3127 : 90%|████████▉ | 2877/3201 [00:40<00:06, 51.92it/s]\n6080 23.3127 : 90%|█████████ | 2883/3201 [00:40<00:06, 52.48it/s]\n6080 23.3127 : 90%|█████████ | 2889/3201 [00:40<00:05, 53.02it/s]\n6080 23.3127 : 90%|█████████ | 2895/3201 [00:40<00:05, 53.71it/s]\n6100 22.4063 : 90%|█████████ | 2895/3201 [00:40<00:05, 53.71it/s]\n6100 22.4063 : 91%|█████████ | 2901/3201 [00:40<00:05, 54.93it/s]\n6100 22.4063 : 91%|█████████ | 2908/3201 [00:40<00:05, 58.04it/s]\n6100 22.4063 : 91%|█████████ | 2915/3201 [00:40<00:04, 60.01it/s]\n6120 22.4174 : 91%|█████████ | 2915/3201 [00:40<00:04, 60.01it/s]\n6120 22.4174 : 91%|█████████▏| 2922/3201 [00:40<00:04, 61.50it/s]\n6120 22.4174 : 92%|█████████▏| 2929/3201 [00:40<00:04, 62.49it/s]\n6120 22.4174 : 92%|█████████▏| 2936/3201 [00:41<00:04, 62.66it/s]\n6140 23.1571 : 92%|█████████▏| 2936/3201 [00:41<00:04, 62.66it/s]\n6140 23.1571 : 92%|█████████▏| 2943/3201 [00:41<00:04, 61.73it/s]\n6140 23.1571 : 92%|█████████▏| 2950/3201 [00:41<00:04, 60.38it/s]\n6140 23.1571 : 92%|█████████▏| 2957/3201 [00:41<00:04, 59.38it/s]\n6160 25.0269 : 92%|█████████▏| 2957/3201 [00:41<00:04, 59.38it/s]\n6160 25.0269 : 93%|█████████▎| 2963/3201 [00:41<00:04, 59.47it/s]\n6160 25.0269 : 93%|█████████▎| 2969/3201 [00:41<00:03, 59.44it/s]\n6160 25.0269 : 93%|█████████▎| 2975/3201 [00:41<00:03, 59.40it/s]\n6180 25.9000 : 93%|█████████▎| 2975/3201 [00:41<00:03, 59.40it/s]\n6180 25.9000 : 93%|█████████▎| 2981/3201 [00:41<00:03, 59.34it/s]\n6180 25.9000 : 93%|█████████▎| 2988/3201 [00:41<00:03, 60.35it/s]\n6180 25.9000 : 94%|█████████▎| 2995/3201 [00:42<00:03, 61.63it/s]\n6200 27.0439 : 94%|█████████▎| 2995/3201 [00:42<00:03, 61.63it/s]\n6200 27.0439 : 94%|█████████▍| 3002/3201 [00:42<00:03, 61.87it/s]\n6200 27.0439 : 94%|█████████▍| 3009/3201 [00:42<00:03, 62.01it/s]\n6200 27.0439 : 94%|█████████▍| 3016/3201 [00:42<00:02, 62.55it/s]\n6220 25.9827 : 94%|█████████▍| 3016/3201 [00:42<00:02, 62.55it/s]\n6220 25.9827 : 94%|█████████▍| 3023/3201 [00:42<00:02, 62.42it/s]\n6220 25.9827 : 95%|█████████▍| 3030/3201 [00:42<00:02, 61.72it/s]\n6220 25.9827 : 95%|█████████▍| 3037/3201 [00:42<00:02, 62.05it/s]\n6240 24.0699 : 95%|█████████▍| 3037/3201 [00:42<00:02, 62.05it/s]\n6240 24.0699 : 95%|█████████▌| 3044/3201 [00:42<00:02, 61.77it/s]\n6240 24.0699 : 95%|█████████▌| 3051/3201 [00:42<00:02, 62.41it/s]\n6240 24.0699 : 96%|█████████▌| 3059/3201 [00:43<00:02, 64.86it/s]\n6260 22.1702 : 96%|█████████▌| 3059/3201 [00:43<00:02, 64.86it/s]\n6260 22.1702 : 96%|█████████▌| 3067/3201 [00:43<00:02, 66.72it/s]\n6260 22.1702 : 96%|█████████▌| 3074/3201 [00:43<00:01, 67.39it/s]\n6280 23.8904 : 96%|█████████▌| 3074/3201 [00:43<00:01, 67.39it/s]\n6280 23.8904 : 96%|█████████▋| 3081/3201 [00:43<00:01, 67.98it/s]\n6280 23.8904 : 96%|█████████▋| 3088/3201 [00:43<00:01, 67.84it/s]\n6280 23.8904 : 97%|█████████▋| 3095/3201 [00:43<00:01, 66.92it/s]\n6300 26.2923 : 97%|█████████▋| 3095/3201 [00:43<00:01, 66.92it/s]\n6300 26.2923 : 97%|█████████▋| 3102/3201 [00:43<00:01, 65.63it/s]\n6300 26.2923 : 97%|█████████▋| 3109/3201 [00:43<00:01, 64.25it/s]\n6300 26.2923 : 97%|█████████▋| 3116/3201 [00:43<00:01, 64.84it/s]\n6320 25.0501 : 97%|█████████▋| 3116/3201 [00:43<00:01, 64.84it/s]\n6320 25.0501 : 98%|█████████▊| 3123/3201 [00:43<00:01, 64.36it/s]\n6320 25.0501 : 98%|█████████▊| 3130/3201 [00:44<00:01, 64.86it/s]\n6320 25.0501 : 98%|█████████▊| 3137/3201 [00:44<00:00, 65.48it/s]\n6340 25.4948 : 98%|█████████▊| 3137/3201 [00:44<00:00, 65.48it/s]\n6340 25.4948 : 98%|█████████▊| 3144/3201 [00:44<00:00, 66.11it/s]\n6340 25.4948 : 98%|█████████▊| 3151/3201 [00:44<00:00, 66.96it/s]\n6340 25.4948 : 99%|█████████▊| 3158/3201 [00:44<00:00, 67.65it/s]\n6360 25.4841 : 99%|█████████▊| 3158/3201 [00:44<00:00, 67.65it/s]\n6360 25.4841 : 99%|█████████▉| 3165/3201 [00:44<00:00, 67.98it/s]\n6360 25.4841 : 99%|█████████▉| 3172/3201 [00:44<00:00, 67.92it/s]\n6360 25.4841 : 99%|█████████▉| 3179/3201 [00:44<00:00, 67.49it/s]\n6380 24.0967 : 99%|█████████▉| 3179/3201 [00:44<00:00, 67.49it/s]\n6380 24.0967 : 100%|█████████▉| 3186/3201 [00:44<00:00, 66.84it/s]\n6380 24.0967 : 100%|█████████▉| 3193/3201 [00:45<00:00, 66.93it/s]\n6400 24.1417 : 100%|█████████▉| 3193/3201 [00:45<00:00, 66.93it/s]\n6400 24.1417 : 100%|█████████▉| 3200/3201 [00:45<00:00, 66.80it/s]\n6400 24.1417 : 100%|██████████| 3201/3201 [00:45<00:00, 70.91it/s]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 2\n epoch_size: 21\n batches_per_epoch: 21\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/21 [00:00<?, ?it/s]/root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/torch/nn/functional.py:3609: UserWarning: Default upsampling behavior when mode=bilinear is changed to align_corners=False since 0.4.0. Please specify align_corners=True if the old behavior is desired. See the documentation of nn.Upsample for details.\n warnings.warn(\n/root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/torch/nn/functional.py:3657: UserWarning: The default behavior for interpolate/upsample with float scale_factor changed in 1.6.0 to align with other frameworks/libraries, and now uses scale_factor directly, instead of relying on the computed output size. If you wish to restore the old behavior, please set recompute_scale_factor=True. See the documentation of nn.Upsample for details.\n warnings.warn(\n/root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/torch/nn/functional.py:718: UserWarning: Named tensors and all their associated APIs are an experimental feature and subject to change. Please do not use them for anything important until they are released as stable. (Triggered internally at /pytorch/c10/core/TensorImpl.h:1156.)\n return torch.max_pool2d(input, kernel_size, stride, padding, dilation, ceil_mode)\n\n 5%|▍ | 1/21 [00:02<00:50, 2.53s/it]\n 10%|▉ | 2/21 [00:05<00:47, 2.50s/it]\n 14%|█▍ | 3/21 [00:06<00:36, 2.02s/it]\n 19%|█▉ | 4/21 [00:09<00:38, 2.25s/it]\n 24%|██▍ | 5/21 [00:11<00:37, 2.33s/it]\n 29%|██▊ | 6/21 [00:13<00:32, 2.18s/it]\n 33%|███▎ | 7/21 [00:15<00:31, 2.29s/it]\n 38%|███▊ | 8/21 [00:18<00:30, 2.34s/it]\n 43%|████▎ | 9/21 [00:20<00:28, 2.36s/it]\n 48%|████▊ | 10/21 [00:23<00:26, 2.44s/it]\n 52%|█████▏ | 11/21 [00:25<00:23, 2.37s/it]\n 57%|█████▋ | 12/21 [00:28<00:21, 2.42s/it]\n 62%|██████▏ | 13/21 [00:30<00:19, 2.42s/it]\n 67%|██████▋ | 14/21 [00:33<00:18, 2.58s/it]\n 71%|███████▏ | 15/21 [00:35<00:13, 2.27s/it]\n 76%|███████▌ | 16/21 [00:36<00:10, 2.15s/it]\n 81%|████████ | 17/21 [00:40<00:10, 2.53s/it]\n 86%|████████▌ | 18/21 [00:42<00:07, 2.43s/it]\n 90%|█████████ | 19/21 [00:45<00:05, 2.73s/it]\n6421 0.3690 0.0142 0.0029 : 90%|█████████ | 19/21 [00:48<00:05, 2.73s/it]\n6421 0.3690 0.0142 0.0029 : 95%|█████████▌| 20/21 [00:48<00:02, 2.57s/it]\n6421 0.3690 0.0142 0.0029 : 100%|██████████| 21/21 [00:51<00:00, 2.68s/it]\n6421 0.3690 0.0142 0.0029 : 100%|██████████| 21/21 [00:51<00:00, 2.43s/it]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 3\n epoch_size: 21\n batches_per_epoch: 21\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/21 [00:00<?, ?it/s]\n 5%|▍ | 1/21 [00:02<00:45, 2.29s/it]\n 10%|▉ | 2/21 [00:04<00:47, 2.48s/it]\n 14%|█▍ | 3/21 [00:07<00:45, 2.55s/it]\n 19%|█▉ | 4/21 [00:10<00:43, 2.54s/it]\n 24%|██▍ | 5/21 [00:12<00:40, 2.51s/it]\n 29%|██▊ | 6/21 [00:14<00:33, 2.25s/it]\n 33%|███▎ | 7/21 [00:17<00:36, 2.64s/it]\n 38%|███▊ | 8/21 [00:19<00:28, 2.21s/it]\n 43%|████▎ | 9/21 [00:20<00:23, 1.92s/it]\n 48%|████▊ | 10/21 [00:22<00:20, 1.87s/it]\n 52%|█████▏ | 11/21 [00:23<00:18, 1.87s/it]\n 57%|█████▋ | 12/21 [00:26<00:17, 1.98s/it]\n 62%|██████▏ | 13/21 [00:27<00:15, 1.92s/it]\n 67%|██████▋ | 14/21 [00:30<00:14, 2.11s/it]\n 71%|███████▏ | 15/21 [00:31<00:10, 1.80s/it]\n 76%|███████▌ | 16/21 [00:35<00:11, 2.30s/it]\n 81%|████████ | 17/21 [00:38<00:10, 2.66s/it]\n 86%|████████▌ | 18/21 [00:40<00:07, 2.41s/it]\n 90%|█████████ | 19/21 [00:42<00:04, 2.41s/it]\n6442 0.3678 0.0174 0.0030 : 90%|█████████ | 19/21 [00:45<00:04, 2.41s/it]\n6442 0.3678 0.0174 0.0030 : 95%|█████████▌| 20/21 [00:45<00:02, 2.39s/it]\n6442 0.3678 0.0174 0.0030 : 100%|██████████| 21/21 [00:48<00:00, 2.57s/it]\n6442 0.3678 0.0174 0.0030 : 100%|██████████| 21/21 [00:48<00:00, 2.29s/it]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 4\n epoch_size: 21\n batches_per_epoch: 21\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/21 [00:00<?, ?it/s]\n 5%|▍ | 1/21 [00:02<00:59, 2.96s/it]\n 10%|▉ | 2/21 [00:04<00:43, 2.28s/it]\n 14%|█▍ | 3/21 [00:08<00:50, 2.82s/it]\n 19%|█▉ | 4/21 [00:09<00:38, 2.27s/it]\n 24%|██▍ | 5/21 [00:12<00:37, 2.35s/it]\n 29%|██▊ | 6/21 [00:15<00:38, 2.56s/it]\n 33%|███▎ | 7/21 [00:17<00:34, 2.45s/it]\n 38%|███▊ | 8/21 [00:19<00:31, 2.46s/it]\n 43%|████▎ | 9/21 [00:21<00:25, 2.14s/it]\n 48%|████▊ | 10/21 [00:24<00:26, 2.40s/it]\n 52%|█████▏ | 11/21 [00:26<00:22, 2.24s/it]\n 57%|█████▋ | 12/21 [00:28<00:20, 2.27s/it]\n 62%|██████▏ | 13/21 [00:31<00:19, 2.48s/it]\n 67%|██████▋ | 14/21 [00:33<00:17, 2.50s/it]\n 71%|███████▏ | 15/21 [00:36<00:14, 2.48s/it]\n 76%|███████▌ | 16/21 [00:39<00:13, 2.63s/it]\n 81%|████████ | 17/21 [00:40<00:09, 2.30s/it]\n 86%|████████▌ | 18/21 [00:43<00:07, 2.40s/it]\n 90%|█████████ | 19/21 [00:45<00:04, 2.23s/it]\n6463 0.3366 0.0199 0.0037 : 90%|█████████ | 19/21 [00:46<00:04, 2.23s/it]\n6463 0.3366 0.0199 0.0037 : 95%|█████████▌| 20/21 [00:46<00:01, 1.99s/it]\n6463 0.3366 0.0199 0.0037 : 100%|██████████| 21/21 [00:49<00:00, 2.06s/it]\n6463 0.3366 0.0199 0.0037 : 100%|██████████| 21/21 [00:49<00:00, 2.33s/it]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 5\n epoch_size: 21\n batches_per_epoch: 21\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/21 [00:00<?, ?it/s]\n 5%|▍ | 1/21 [00:02<00:47, 2.39s/it]\n 10%|▉ | 2/21 [00:05<00:48, 2.54s/it]\n 14%|█▍ | 3/21 [00:07<00:44, 2.45s/it]\n 19%|█▉ | 4/21 [00:10<00:42, 2.53s/it]\n 24%|██▍ | 5/21 [00:12<00:40, 2.53s/it]\n 29%|██▊ | 6/21 [00:14<00:32, 2.17s/it]\n 33%|███▎ | 7/21 [00:15<00:29, 2.08s/it]\n 38%|███▊ | 8/21 [00:18<00:28, 2.16s/it]\n 43%|████▎ | 9/21 [00:21<00:29, 2.42s/it]\n 48%|████▊ | 10/21 [00:23<00:26, 2.42s/it]\n 52%|█████▏ | 11/21 [00:25<00:22, 2.26s/it]\n 57%|█████▋ | 12/21 [00:28<00:20, 2.33s/it]\n 62%|██████▏ | 13/21 [00:29<00:16, 2.06s/it]\n 67%|██████▋ | 14/21 [00:32<00:16, 2.33s/it]\n 71%|███████▏ | 15/21 [00:34<00:12, 2.10s/it]\n 76%|███████▌ | 16/21 [00:35<00:09, 1.94s/it]\n 81%|████████ | 17/21 [00:37<00:07, 1.92s/it]\n 86%|████████▌ | 18/21 [00:40<00:06, 2.23s/it]\n 90%|█████████ | 19/21 [00:41<00:04, 2.03s/it]\n6484 0.3352 0.0212 0.0028 : 90%|█████████ | 19/21 [00:44<00:04, 2.03s/it]\n6484 0.3352 0.0212 0.0028 : 95%|█████████▌| 20/21 [00:44<00:02, 2.22s/it]\n6484 0.3352 0.0212 0.0028 : 100%|██████████| 21/21 [00:46<00:00, 1.98s/it]\n6484 0.3352 0.0212 0.0028 : 100%|██████████| 21/21 [00:46<00:00, 2.19s/it]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 6\n epoch_size: 21\n batches_per_epoch: 21\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/21 [00:00<?, ?it/s]\n 5%|▍ | 1/21 [00:01<00:37, 1.86s/it]\n 10%|▉ | 2/21 [00:04<00:39, 2.08s/it]\n 14%|█▍ | 3/21 [00:06<00:39, 2.20s/it]\n 19%|█▉ | 4/21 [00:09<00:45, 2.70s/it]\n 24%|██▍ | 5/21 [00:12<00:42, 2.64s/it]\n 29%|██▊ | 6/21 [00:14<00:39, 2.61s/it]\n 33%|███▎ | 7/21 [00:17<00:38, 2.72s/it]\n 38%|███▊ | 8/21 [00:19<00:30, 2.32s/it]\n 43%|████▎ | 9/21 [00:20<00:24, 2.05s/it]\n 48%|████▊ | 10/21 [00:22<00:21, 1.95s/it]\n 52%|█████▏ | 11/21 [00:25<00:20, 2.10s/it]\n 57%|█████▋ | 12/21 [00:27<00:20, 2.26s/it]\n 62%|██████▏ | 13/21 [00:29<00:17, 2.25s/it]\n 67%|██████▋ | 14/21 [00:32<00:16, 2.31s/it]\n 71%|███████▏ | 15/21 [00:34<00:14, 2.38s/it]\n 76%|███████▌ | 16/21 [00:36<00:10, 2.19s/it]\n 81%|████████ | 17/21 [00:39<00:09, 2.43s/it]\n 86%|████████▌ | 18/21 [00:41<00:06, 2.24s/it]\n 90%|█████████ | 19/21 [00:43<00:04, 2.09s/it]\n6505 0.3296 0.0203 0.0030 : 90%|█████████ | 19/21 [00:45<00:04, 2.09s/it]\n6505 0.3296 0.0203 0.0030 : 95%|█████████▌| 20/21 [00:45<00:02, 2.25s/it]\n6505 0.3296 0.0203 0.0030 : 100%|██████████| 21/21 [00:47<00:00, 2.14s/it]\n6505 0.3296 0.0203 0.0030 : 100%|██████████| 21/21 [00:47<00:00, 2.27s/it]\nSetting up [LPIPS] perceptual loss: trunk [vgg], v[0.1], spatial [off]\nLoading model from: /root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/lpips/weights/v0.1/vgg.pth\nDetected LLFF dataset\nUsing pre-scaled images from /root/.cache/arf/data/llff/orchids/images_4\nLoaded LLFF data /root/.cache/arf/data/llff/orchids 14.48833973008133 124.51196423745613\nrecentered (3, 4)\n[1.4028997 8.9214735]\nOverriding offset 250-> 250\ndmin = 1.402900, dmax = 8.921474, invz = 0, offset = 250\n\n 0%| | 0/4 [00:00<?, ?it/s]\n 50%|█████ | 2/4 [00:00<00:00, 16.83it/s]\n100%|██████████| 4/4 [00:00<00:00, 20.10it/s]\n\n 0%| | 0/120 [00:00<?, ?it/s]\n100%|██████████| 120/120 [00:00<00:00, 93275.85it/s]\nz_bounds from LLFF: [1.4028997421264648, 8.921473503112793] (not used)\nscene_radius [1.496031746031746, 1.6613756613756614, 1.0]\nWriting to /root/.cache/arf/ckpt_arf/llff/orchids/04f8c1bb-ff70-4ac6-a27b-cbf851608503/test_renders_path\n\n 0%| | 0/120 [00:00<?, ?it/s]\n 1%| | 1/120 [00:00<01:01, 1.93it/s]\n 2%|▏ | 2/120 [00:00<00:57, 2.06it/s]\n 2%|▎ | 3/120 [00:01<00:57, 2.04it/s]\n 3%|▎ | 4/120 [00:01<00:57, 2.03it/s]\n 4%|▍ | 5/120 [00:02<00:57, 1.99it/s]\n 5%|▌ | 6/120 [00:03<00:58, 1.96it/s]\n 6%|▌ | 7/120 [00:03<00:58, 1.92it/s]\n 7%|▋ | 8/120 [00:04<00:59, 1.90it/s]\n 8%|▊ | 9/120 [00:04<00:59, 1.87it/s]\n 8%|▊ | 10/120 [00:05<00:59, 1.86it/s]\n 9%|▉ | 11/120 [00:05<00:58, 1.85it/s]\n 10%|█ | 12/120 [00:06<00:58, 1.84it/s]\n 11%|█ | 13/120 [00:06<00:58, 1.84it/s]\n 12%|█▏ | 14/120 [00:07<00:57, 1.83it/s]\n 12%|█▎ | 15/120 [00:07<00:57, 1.83it/s]\n 13%|█▎ | 16/120 [00:08<00:57, 1.81it/s]\n 14%|█▍ | 17/120 [00:09<00:56, 1.81it/s]\n 15%|█▌ | 18/120 [00:09<00:56, 1.81it/s]\n 16%|█▌ | 19/120 [00:10<00:55, 1.80it/s]\n 17%|█▋ | 20/120 [00:10<00:55, 1.80it/s]\n 18%|█▊ | 21/120 [00:11<00:55, 1.80it/s]\n 18%|█▊ | 22/120 [00:11<00:54, 1.80it/s]\n 19%|█▉ | 23/120 [00:12<00:54, 1.79it/s]\n 20%|██ | 24/120 [00:12<00:53, 1.79it/s]\n 21%|██ | 25/120 [00:13<00:52, 1.80it/s]\n 22%|██▏ | 26/120 [00:14<00:52, 1.81it/s]\n 22%|██▎ | 27/120 [00:14<00:51, 1.82it/s]\n 23%|██▎ | 28/120 [00:15<00:49, 1.85it/s]\n 24%|██▍ | 29/120 [00:15<00:48, 1.88it/s]\n 25%|██▌ | 30/120 [00:16<00:46, 1.92it/s]\n 26%|██▌ | 31/120 [00:16<00:44, 1.98it/s]\n 27%|██▋ | 32/120 [00:17<00:44, 2.00it/s]\n 28%|██▊ | 33/120 [00:17<00:43, 1.98it/s]\n 28%|██▊ | 34/120 [00:18<00:43, 1.96it/s]\n 29%|██▉ | 35/120 [00:18<00:44, 1.93it/s]\n 30%|███ | 36/120 [00:19<00:44, 1.89it/s]\n 31%|███ | 37/120 [00:19<00:44, 1.86it/s]\n 32%|███▏ | 38/120 [00:20<00:44, 1.83it/s]\n 32%|███▎ | 39/120 [00:20<00:44, 1.81it/s]\n 33%|███▎ | 40/120 [00:21<00:44, 1.80it/s]\n 34%|███▍ | 41/120 [00:22<00:44, 1.79it/s]\n 35%|███▌ | 42/120 [00:22<00:43, 1.78it/s]\n 36%|███▌ | 43/120 [00:23<00:43, 1.78it/s]\n 37%|███▋ | 44/120 [00:23<00:42, 1.78it/s]\n 38%|███▊ | 45/120 [00:24<00:42, 1.77it/s]\n 38%|███▊ | 46/120 [00:24<00:42, 1.76it/s]\n 39%|███▉ | 47/120 [00:25<00:41, 1.76it/s]\n 40%|████ | 48/120 [00:26<00:40, 1.76it/s]\n 41%|████ | 49/120 [00:26<00:40, 1.77it/s]\n 42%|████▏ | 50/120 [00:27<00:39, 1.76it/s]\n 42%|████▎ | 51/120 [00:27<00:39, 1.76it/s]\n 43%|████▎ | 52/120 [00:28<00:38, 1.77it/s]\n 44%|████▍ | 53/120 [00:28<00:37, 1.77it/s]\n 45%|████▌ | 54/120 [00:29<00:37, 1.77it/s]\n 46%|████▌ | 55/120 [00:29<00:36, 1.78it/s]\n 47%|████▋ | 56/120 [00:30<00:35, 1.79it/s]\n 48%|████▊ | 57/120 [00:31<00:34, 1.80it/s]\n 48%|████▊ | 58/120 [00:31<00:33, 1.83it/s]\n 49%|████▉ | 59/120 [00:32<00:32, 1.87it/s]\n 50%|█████ | 60/120 [00:32<00:31, 1.91it/s]\n 51%|█████ | 61/120 [00:33<00:29, 1.99it/s]\n 52%|█████▏ | 62/120 [00:33<00:29, 2.00it/s]\n 52%|█████▎ | 63/120 [00:34<00:28, 1.99it/s]\n 53%|█████▎ | 64/120 [00:34<00:28, 1.96it/s]\n 54%|█████▍ | 65/120 [00:35<00:28, 1.92it/s]\n 55%|█████▌ | 66/120 [00:35<00:28, 1.89it/s]\n 56%|█████▌ | 67/120 [00:36<00:28, 1.86it/s]\n 57%|█████▋ | 68/120 [00:36<00:28, 1.84it/s]\n 57%|█████▊ | 69/120 [00:37<00:28, 1.82it/s]\n 58%|█████▊ | 70/120 [00:37<00:27, 1.80it/s]\n 59%|█████▉ | 71/120 [00:38<00:27, 1.80it/s]\n 60%|██████ | 72/120 [00:39<00:26, 1.79it/s]\n 61%|██████ | 73/120 [00:39<00:26, 1.79it/s]\n 62%|██████▏ | 74/120 [00:40<00:25, 1.80it/s]\n 62%|██████▎ | 75/120 [00:40<00:25, 1.79it/s]\n 63%|██████▎ | 76/120 [00:41<00:24, 1.79it/s]\n 64%|██████▍ | 77/120 [00:41<00:24, 1.79it/s]\n 65%|██████▌ | 78/120 [00:42<00:23, 1.79it/s]\n 66%|██████▌ | 79/120 [00:42<00:22, 1.80it/s]\n 67%|██████▋ | 80/120 [00:43<00:22, 1.80it/s]\n 68%|██████▊ | 81/120 [00:44<00:21, 1.80it/s]\n 68%|██████▊ | 82/120 [00:44<00:21, 1.80it/s]\n 69%|██████▉ | 83/120 [00:45<00:20, 1.80it/s]\n 70%|███████ | 84/120 [00:45<00:19, 1.81it/s]\n 71%|███████ | 85/120 [00:46<00:19, 1.82it/s]\n 72%|███████▏ | 86/120 [00:46<00:18, 1.83it/s]\n 72%|███████▎ | 87/120 [00:47<00:17, 1.85it/s]\n 73%|███████▎ | 88/120 [00:47<00:16, 1.88it/s]\n 74%|███████▍ | 89/120 [00:48<00:16, 1.92it/s]\n 75%|███████▌ | 90/120 [00:48<00:15, 1.97it/s]\n 76%|███████▌ | 91/120 [00:49<00:14, 2.02it/s]\n 77%|███████▋ | 92/120 [00:49<00:13, 2.05it/s]\n 78%|███████▊ | 93/120 [00:50<00:13, 2.04it/s]\n 78%|███████▊ | 94/120 [00:50<00:12, 2.02it/s]\n 79%|███████▉ | 95/120 [00:51<00:12, 1.99it/s]\n 80%|████████ | 96/120 [00:51<00:12, 1.96it/s]\n 81%|████████ | 97/120 [00:52<00:11, 1.93it/s]\n 82%|████████▏ | 98/120 [00:52<00:11, 1.91it/s]\n 82%|████████▎ | 99/120 [00:53<00:11, 1.89it/s]\n 83%|████████▎ | 100/120 [00:53<00:10, 1.87it/s]\n 84%|████████▍ | 101/120 [00:54<00:10, 1.87it/s]\n 85%|████████▌ | 102/120 [00:55<00:09, 1.86it/s]\n 86%|████████▌ | 103/120 [00:55<00:09, 1.86it/s]\n 87%|████████▋ | 104/120 [00:56<00:08, 1.86it/s]\n 88%|████████▊ | 105/120 [00:56<00:08, 1.86it/s]\n 88%|████████▊ | 106/120 [00:57<00:07, 1.85it/s]\n 89%|████████▉ | 107/120 [00:57<00:07, 1.86it/s]\n 90%|█████████ | 108/120 [00:58<00:06, 1.86it/s]\n 91%|█████████ | 109/120 [00:58<00:05, 1.87it/s]\n 92%|█████████▏| 110/120 [00:59<00:05, 1.87it/s]\n 92%|█████████▎| 111/120 [00:59<00:04, 1.86it/s]\n 93%|█████████▎| 112/120 [01:00<00:04, 1.86it/s]\n 94%|█████████▍| 113/120 [01:00<00:03, 1.86it/s]\n 95%|█████████▌| 114/120 [01:01<00:03, 1.86it/s]\n 96%|█████████▌| 115/120 [01:01<00:02, 1.87it/s]\n 97%|█████████▋| 116/120 [01:02<00:02, 1.88it/s]\n 98%|█████████▊| 117/120 [01:03<00:01, 1.89it/s]\n 98%|█████████▊| 118/120 [01:03<00:01, 1.92it/s]\n 99%|█████████▉| 119/120 [01:04<00:00, 1.96it/s]\n100%|██████████| 120/120 [01:04<00:00, 2.00it/s]\n100%|██████████| 120/120 [01:04<00:00, 1.86it/s]\nIMAGEIO FFMPEG_WRITER WARNING: input image is not divisible by macro_block_size=8, resizing from (1008, 756) to (1008, 760) to ensure video compatibility with most codecs and players. To prevent resizing, make your input image divisible by the macro_block_size or set the macro_block_size to 1 (risking incompatibility).", "metrics": { "predict_time": 570.285809, "total_time": 1240.869303 }, "output": "https://replicate.delivery/mgxm/d2b84d4e-b401-4655-b550-1cec927c1fa3/test_renders_path.mp4", "started_at": "2022-06-24T02:57:45.043466Z", "status": "succeeded", "urls": { "get": "https://api.replicate.com/v1/predictions/xdqpa66u6ve6bcknypme4on7me", "cancel": "https://api.replicate.com/v1/predictions/xdqpa66u6ve6bcknypme4on7me/cancel" }, "version": "7bb81e4046b96358001e6275e36eee3e7228fe9f1a0e1515a5f553cbbcad07e7" }Generated inDownloading checkpoint for orchids Detected LLFF dataset Using pre-scaled images from /root/.cache/arf/data/llff/orchids/images_4 Loaded LLFF data /root/.cache/arf/data/llff/orchids 14.48833973008133 124.51196423745613 recentered (3, 4) [1.4028997 8.9214735] Overriding offset 250-> 250 dmin = 1.402900, dmax = 8.921474, invz = 0, offset = 250 0%| | 0/21 [00:00<?, ?it/s] 10%|▉ | 2/21 [00:00<00:01, 15.48it/s] 24%|██▍ | 5/21 [00:00<00:00, 21.27it/s] 38%|███▊ | 8/21 [00:00<00:00, 23.77it/s] 52%|█████▏ | 11/21 [00:00<00:00, 24.88it/s] 67%|██████▋ | 14/21 [00:00<00:00, 25.77it/s] 81%|████████ | 17/21 [00:00<00:00, 26.16it/s] 95%|█████████▌| 20/21 [00:00<00:00, 26.31it/s] 100%|██████████| 21/21 [00:00<00:00, 25.02it/s] z_bounds from LLFF: [1.4028997421264648, 8.921473503112793] (not used) scene_radius [1.496031746031746, 1.6613756613756614, 1.0] Generating rays, scaling factor 1 ic| "Loaded ckpt: ": 'Loaded ckpt: ' args.init_ckpt: '/root/.cache/arf/ckpt_svox2/llff/orchids/ckpt.npz' ic| grid.basis_dim: 1 opt_style.py:508: DeprecationWarning: Starting with ImageIO v3 the behavior of this function will switch to that of iio.v3.imread. To keep the current behavior (and make this warning dissapear) use `import imageio.v2 as imageio` or call `imageio.v2.imread` directly. style_img = imageio.imread(args.style).astype(np.float32) / 255.0 Render options RenderOptions(backend='cuvol', background_brightness=0.5, step_size=0.5, sigma_thresh=1e-08, stop_thresh=1e-07, last_sample_opaque=False, near_clip=0.0, use_spheric_clip=False, random_sigma_std=0.0, random_sigma_std_background=0.0) ic| "Style image: ": 'Style image: ' args.style: '/tmp/tmpbn7uaxrx9e661f3d-e3d1-4995-bbab-b9ac48b367fa.png' style_img.shape: torch.Size([504, 336, 3]) Downloading: "https://download.pytorch.org/models/vgg16-397923af.pth" to /root/.cache/torch/hub/checkpoints/vgg16-397923af.pth 0%| | 0.00/528M [00:00<?, ?B/s] 2%|▏ | 9.88M/528M [00:00<00:05, 104MB/s] 7%|▋ | 34.8M/528M [00:00<00:02, 197MB/s] 11%|█▏ | 60.1M/528M [00:00<00:02, 228MB/s] 16%|█▋ | 86.2M/528M [00:00<00:01, 246MB/s] 21%|██ | 110M/528M [00:00<00:02, 197MB/s] 25%|██▍ | 130M/528M [00:00<00:02, 198MB/s] 28%|██▊ | 149M/528M [00:00<00:02, 198MB/s] 33%|███▎ | 174M/528M [00:00<00:01, 215MB/s] 38%|███▊ | 199M/528M [00:00<00:01, 230MB/s] 42%|████▏ | 221M/528M [00:01<00:01, 231MB/s] 46%|████▌ | 244M/528M [00:01<00:01, 224MB/s] 50%|█████ | 266M/528M [00:01<00:01, 226MB/s] 55%|█████▍ | 289M/528M [00:01<00:01, 230MB/s] 59%|█████▉ | 313M/528M [00:01<00:00, 237MB/s] 64%|██████▍ | 337M/528M [00:01<00:00, 243MB/s] 68%|██████▊ | 361M/528M [00:01<00:00, 230MB/s] 73%|███████▎ | 383M/528M [00:01<00:00, 229MB/s] 77%|███████▋ | 405M/528M [00:01<00:00, 229MB/s] 81%|████████ | 427M/528M [00:02<00:00, 212MB/s] 85%|████████▍ | 448M/528M [00:02<00:00, 215MB/s] 89%|████████▉ | 470M/528M [00:02<00:00, 218MB/s] 93%|█████████▎| 491M/528M [00:02<00:00, 206MB/s] 97%|█████████▋| 513M/528M [00:02<00:00, 212MB/s] 100%|██████████| 528M/528M [00:02<00:00, 216MB/s] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 0 epoch_size: 16003008 batches_per_epoch: 3201 batch_size: 5000 optim_type: 'ray' 0%| | 0/3201 [00:00<?, ?it/s] 0%| | 4/3201 [00:00<01:33, 34.20it/s] 0%| | 9/3201 [00:00<01:15, 42.48it/s] 0%| | 16/3201 [00:00<01:00, 52.80it/s] 19 12.6900 : 0%| | 16/3201 [00:00<01:00, 52.80it/s] 19 12.6900 : 1%| | 23/3201 [00:00<00:54, 58.80it/s] 19 12.6900 : 1%| | 31/3201 [00:00<00:49, 63.69it/s] 19 12.6900 : 1%| | 38/3201 [00:00<00:48, 65.51it/s] 39 12.9441 : 1%| | 38/3201 [00:00<00:48, 65.51it/s] 39 12.9441 : 1%|▏ | 45/3201 [00:00<00:47, 66.02it/s] 39 12.9441 : 2%|▏ | 52/3201 [00:00<00:48, 64.80it/s] 39 12.9441 : 2%|▏ | 59/3201 [00:00<00:49, 63.29it/s] 59 12.9714 : 2%|▏ | 59/3201 [00:00<00:49, 63.29it/s] 59 12.9714 : 2%|▏ | 66/3201 [00:01<00:50, 62.21it/s] 59 12.9714 : 2%|▏ | 73/3201 [00:01<00:50, 61.67it/s] 79 13.9892 : 2%|▏ | 73/3201 [00:01<00:50, 61.67it/s] 79 13.9892 : 2%|▏ | 80/3201 [00:01<00:50, 61.81it/s] 79 13.9892 : 3%|▎ | 87/3201 [00:01<00:49, 62.73it/s] 79 13.9892 : 3%|▎ | 94/3201 [00:01<00:48, 63.48it/s] 99 13.1189 : 3%|▎ | 94/3201 [00:01<00:48, 63.48it/s] 99 13.1189 : 3%|▎ | 101/3201 [00:01<00:48, 64.44it/s] 99 13.1189 : 3%|▎ | 109/3201 [00:01<00:46, 66.95it/s] 99 13.1189 : 4%|▎ | 117/3201 [00:01<00:44, 68.84it/s] 119 14.1566 : 4%|▎ | 117/3201 [00:01<00:44, 68.84it/s] 119 14.1566 : 4%|▍ | 124/3201 [00:01<00:44, 68.45it/s] 119 14.1566 : 4%|▍ | 131/3201 [00:02<00:45, 67.48it/s] 119 14.1566 : 4%|▍ | 138/3201 [00:02<00:46, 65.92it/s] 139 12.7637 : 4%|▍ | 138/3201 [00:02<00:46, 65.92it/s] 139 12.7637 : 5%|▍ | 145/3201 [00:02<00:46, 65.12it/s] 139 12.7637 : 5%|▍ | 152/3201 [00:02<00:46, 65.37it/s] 159 13.7397 : 5%|▍ | 152/3201 [00:02<00:46, 65.37it/s] 159 13.7397 : 5%|▍ | 160/3201 [00:02<00:44, 67.60it/s] 159 13.7397 : 5%|▌ | 168/3201 [00:02<00:43, 70.22it/s] 159 13.7397 : 5%|▌ | 176/3201 [00:02<00:41, 72.36it/s] 179 15.2656 : 5%|▌ | 176/3201 [00:02<00:41, 72.36it/s] 179 15.2656 : 6%|▌ | 184/3201 [00:02<00:41, 73.19it/s] 179 15.2656 : 6%|▌ | 192/3201 [00:02<00:40, 73.55it/s] 199 16.1451 : 6%|▌ | 192/3201 [00:03<00:40, 73.55it/s] 199 16.1451 : 6%|▌ | 200/3201 [00:03<00:41, 72.22it/s] 199 16.1451 : 6%|▋ | 208/3201 [00:03<00:42, 69.78it/s] 199 16.1451 : 7%|▋ | 216/3201 [00:03<00:43, 67.97it/s] 219 15.9181 : 7%|▋ | 216/3201 [00:03<00:43, 67.97it/s] 219 15.9181 : 7%|▋ | 223/3201 [00:03<00:44, 66.90it/s] 219 15.9181 : 7%|▋ | 230/3201 [00:03<00:44, 66.66it/s] 219 15.9181 : 7%|▋ | 237/3201 [00:03<00:43, 67.45it/s] 239 16.8772 : 7%|▋ | 237/3201 [00:03<00:43, 67.45it/s] 239 16.8772 : 8%|▊ | 244/3201 [00:03<00:43, 68.12it/s] 239 16.8772 : 8%|▊ | 252/3201 [00:03<00:42, 68.86it/s] 259 16.4571 : 8%|▊ | 252/3201 [00:03<00:42, 68.86it/s] 259 16.4571 : 8%|▊ | 260/3201 [00:03<00:41, 70.46it/s] 259 16.4571 : 8%|▊ | 268/3201 [00:04<00:40, 72.86it/s] 259 16.4571 : 9%|▊ | 276/3201 [00:04<00:40, 72.81it/s] 279 16.0665 : 9%|▊ | 276/3201 [00:04<00:40, 72.81it/s] 279 16.0665 : 9%|▉ | 284/3201 [00:04<00:40, 71.29it/s] 279 16.0665 : 9%|▉ | 292/3201 [00:04<00:41, 69.71it/s] 279 16.0665 : 9%|▉ | 299/3201 [00:04<00:42, 68.89it/s] 299 15.8886 : 9%|▉ | 299/3201 [00:04<00:42, 68.89it/s] 299 15.8886 : 10%|▉ | 306/3201 [00:04<00:41, 69.12it/s] 299 15.8886 : 10%|▉ | 314/3201 [00:04<00:40, 70.82it/s] 319 16.4292 : 10%|▉ | 314/3201 [00:04<00:40, 70.82it/s] 319 16.4292 : 10%|█ | 322/3201 [00:04<00:39, 72.09it/s] 319 16.4292 : 10%|█ | 330/3201 [00:04<00:39, 73.37it/s] 319 16.4292 : 11%|█ | 338/3201 [00:05<00:38, 73.94it/s] 339 16.5135 : 11%|█ | 338/3201 [00:05<00:38, 73.94it/s] 339 16.5135 : 11%|█ | 346/3201 [00:05<00:39, 73.08it/s] 339 16.5135 : 11%|█ | 354/3201 [00:05<00:40, 70.54it/s] 359 17.7098 : 11%|█ | 354/3201 [00:05<00:40, 70.54it/s] 359 17.7098 : 11%|█▏ | 362/3201 [00:05<00:41, 67.87it/s] 359 17.7098 : 12%|█▏ | 369/3201 [00:05<00:42, 67.15it/s] 359 17.7098 : 12%|█▏ | 376/3201 [00:05<00:42, 66.62it/s] 379 16.9366 : 12%|█▏ | 376/3201 [00:05<00:42, 66.62it/s] 379 16.9366 : 12%|█▏ | 383/3201 [00:05<00:42, 67.05it/s] 379 16.9366 : 12%|█▏ | 390/3201 [00:05<00:41, 67.79it/s] 379 16.9366 : 12%|█▏ | 398/3201 [00:05<00:40, 68.89it/s] 399 17.9387 : 12%|█▏ | 398/3201 [00:05<00:40, 68.89it/s] 399 17.9387 : 13%|█▎ | 406/3201 [00:06<00:40, 69.73it/s] 399 17.9387 : 13%|█▎ | 414/3201 [00:06<00:38, 71.51it/s] 419 17.9562 : 13%|█▎ | 414/3201 [00:06<00:38, 71.51it/s] 419 17.9562 : 13%|█▎ | 422/3201 [00:06<00:38, 72.86it/s] 419 17.9562 : 13%|█▎ | 430/3201 [00:06<00:38, 72.06it/s] 419 17.9562 : 14%|█▎ | 438/3201 [00:06<00:39, 69.79it/s] 439 17.3343 : 14%|█▎ | 438/3201 [00:06<00:39, 69.79it/s] 439 17.3343 : 14%|█▍ | 446/3201 [00:06<00:40, 68.51it/s] 439 17.3343 : 14%|█▍ | 453/3201 [00:06<00:40, 68.14it/s] 459 16.3830 : 14%|█▍ | 453/3201 [00:06<00:40, 68.14it/s] 459 16.3830 : 14%|█▍ | 460/3201 [00:06<00:40, 68.03it/s] 459 16.3830 : 15%|█▍ | 467/3201 [00:06<00:40, 68.03it/s] 459 16.3830 : 15%|█▍ | 474/3201 [00:06<00:40, 67.75it/s] 479 19.0044 : 15%|█▍ | 474/3201 [00:07<00:40, 67.75it/s] 479 19.0044 : 15%|█▌ | 481/3201 [00:07<00:40, 67.10it/s] 479 19.0044 : 15%|█▌ | 488/3201 [00:07<00:40, 66.55it/s] 479 19.0044 : 15%|█▌ | 495/3201 [00:07<00:41, 65.71it/s] 499 18.2583 : 15%|█▌ | 495/3201 [00:07<00:41, 65.71it/s] 499 18.2583 : 16%|█▌ | 502/3201 [00:07<00:42, 62.85it/s] 499 18.2583 : 16%|█▌ | 509/3201 [00:07<00:44, 60.50it/s] 499 18.2583 : 16%|█▌ | 516/3201 [00:07<00:45, 59.04it/s] 519 17.4562 : 16%|█▌ | 516/3201 [00:07<00:45, 59.04it/s] 519 17.4562 : 16%|█▋ | 522/3201 [00:07<00:45, 58.45it/s] 519 17.4562 : 16%|█▋ | 528/3201 [00:07<00:46, 58.06it/s] 519 17.4562 : 17%|█▋ | 534/3201 [00:08<00:45, 58.41it/s] 539 19.3137 : 17%|█▋ | 534/3201 [00:08<00:45, 58.41it/s] 539 19.3137 : 17%|█▋ | 540/3201 [00:08<00:45, 58.82it/s] 539 19.3137 : 17%|█▋ | 547/3201 [00:08<00:44, 59.52it/s] 539 19.3137 : 17%|█▋ | 554/3201 [00:08<00:43, 60.49it/s] 559 18.9791 : 17%|█▋ | 554/3201 [00:08<00:43, 60.49it/s] 559 18.9791 : 18%|█▊ | 561/3201 [00:08<00:43, 61.00it/s] 559 18.9791 : 18%|█▊ | 568/3201 [00:08<00:42, 62.55it/s] 559 18.9791 : 18%|█▊ | 575/3201 [00:08<00:41, 62.94it/s] 579 17.3281 : 18%|█▊ | 575/3201 [00:08<00:41, 62.94it/s] 579 17.3281 : 18%|█▊ | 582/3201 [00:08<00:42, 61.43it/s] 579 17.3281 : 18%|█▊ | 589/3201 [00:08<00:43, 59.55it/s] 579 17.3281 : 19%|█▊ | 595/3201 [00:09<00:45, 57.48it/s] 599 17.5109 : 19%|█▊ | 595/3201 [00:09<00:45, 57.48it/s] 599 17.5109 : 19%|█▉ | 601/3201 [00:09<00:45, 57.22it/s] 599 17.5109 : 19%|█▉ | 607/3201 [00:09<00:45, 56.70it/s] 599 17.5109 : 19%|█▉ | 614/3201 [00:09<00:43, 59.36it/s] 619 13.9144 : 19%|█▉ | 614/3201 [00:09<00:43, 59.36it/s] 619 13.9144 : 19%|█▉ | 622/3201 [00:09<00:39, 64.75it/s] 619 13.9144 : 20%|█▉ | 631/3201 [00:09<00:36, 69.48it/s] 619 13.9144 : 20%|█▉ | 639/3201 [00:09<00:35, 71.75it/s] 639 19.4104 : 20%|█▉ | 639/3201 [00:09<00:35, 71.75it/s] 639 19.4104 : 20%|██ | 647/3201 [00:09<00:35, 72.23it/s] 639 19.4104 : 20%|██ | 655/3201 [00:09<00:34, 73.00it/s] 659 19.8510 : 20%|██ | 655/3201 [00:09<00:34, 73.00it/s] 659 19.8510 : 21%|██ | 663/3201 [00:09<00:35, 70.72it/s] 659 19.8510 : 21%|██ | 671/3201 [00:10<00:36, 69.13it/s] 659 19.8510 : 21%|██ | 678/3201 [00:10<00:36, 68.77it/s] 679 17.7760 : 21%|██ | 678/3201 [00:10<00:36, 68.77it/s] 679 17.7760 : 21%|██▏ | 685/3201 [00:10<00:36, 68.37it/s] 679 17.7760 : 22%|██▏ | 693/3201 [00:10<00:36, 68.97it/s] 699 18.2410 : 22%|██▏ | 693/3201 [00:10<00:36, 68.97it/s] 699 18.2410 : 22%|██▏ | 701/3201 [00:10<00:35, 69.63it/s] 699 18.2410 : 22%|██▏ | 709/3201 [00:10<00:35, 70.31it/s] 699 18.2410 : 22%|██▏ | 717/3201 [00:10<00:34, 71.15it/s] 719 19.3161 : 22%|██▏ | 717/3201 [00:10<00:34, 71.15it/s] 719 19.3161 : 23%|██▎ | 725/3201 [00:10<00:34, 72.50it/s] 719 19.3161 : 23%|██▎ | 733/3201 [00:10<00:33, 73.42it/s] 739 18.6116 : 23%|██▎ | 733/3201 [00:11<00:33, 73.42it/s] 739 18.6116 : 23%|██▎ | 741/3201 [00:11<00:33, 73.13it/s] 739 18.6116 : 23%|██▎ | 749/3201 [00:11<00:34, 71.39it/s] 739 18.6116 : 24%|██▎ | 757/3201 [00:11<00:35, 69.24it/s] 759 18.3238 : 24%|██▎ | 757/3201 [00:11<00:35, 69.24it/s] 759 18.3238 : 24%|██▍ | 765/3201 [00:11<00:34, 70.01it/s] 759 18.3238 : 24%|██▍ | 775/3201 [00:11<00:31, 76.24it/s] 779 19.2032 : 24%|██▍ | 775/3201 [00:11<00:31, 76.24it/s] 779 19.2032 : 25%|██▍ | 785/3201 [00:11<00:29, 80.71it/s] 779 19.2032 : 25%|██▍ | 794/3201 [00:11<00:29, 82.77it/s] 799 19.0756 : 25%|██▍ | 794/3201 [00:11<00:29, 82.77it/s] 799 19.0756 : 25%|██▌ | 803/3201 [00:11<00:28, 83.90it/s] 799 19.0756 : 25%|██▌ | 812/3201 [00:11<00:29, 82.24it/s] 819 20.1544 : 25%|██▌ | 812/3201 [00:12<00:29, 82.24it/s] 819 20.1544 : 26%|██▌ | 821/3201 [00:12<00:29, 80.40it/s] 819 20.1544 : 26%|██▌ | 830/3201 [00:12<00:29, 80.34it/s] 819 20.1544 : 26%|██▌ | 839/3201 [00:12<00:29, 80.14it/s] 839 19.4682 : 26%|██▌ | 839/3201 [00:12<00:29, 80.14it/s] 839 19.4682 : 26%|██▋ | 848/3201 [00:12<00:29, 81.01it/s] 839 19.4682 : 27%|██▋ | 857/3201 [00:12<00:28, 81.84it/s] 859 21.2431 : 27%|██▋ | 857/3201 [00:12<00:28, 81.84it/s] 859 21.2431 : 27%|██▋ | 866/3201 [00:12<00:28, 82.75it/s] 859 21.2431 : 27%|██▋ | 875/3201 [00:12<00:27, 84.75it/s] 879 21.1757 : 27%|██▋ | 875/3201 [00:12<00:27, 84.75it/s] 879 21.1757 : 28%|██▊ | 884/3201 [00:12<00:26, 85.96it/s] 879 21.1757 : 28%|██▊ | 893/3201 [00:12<00:27, 85.40it/s] 899 18.9741 : 28%|██▊ | 893/3201 [00:13<00:27, 85.40it/s] 899 18.9741 : 28%|██▊ | 902/3201 [00:13<00:27, 83.10it/s] 899 18.9741 : 28%|██▊ | 911/3201 [00:13<00:28, 81.34it/s] 919 17.1113 : 28%|██▊ | 911/3201 [00:13<00:28, 81.34it/s] 919 17.1113 : 29%|██▉ | 921/3201 [00:13<00:26, 84.93it/s] 919 17.1113 : 29%|██▉ | 932/3201 [00:13<00:24, 91.67it/s] 939 19.3033 : 29%|██▉ | 932/3201 [00:13<00:24, 91.67it/s] 939 19.3033 : 29%|██▉ | 943/3201 [00:13<00:23, 94.95it/s] 939 19.3033 : 30%|██▉ | 954/3201 [00:13<00:23, 96.79it/s] 959 22.1435 : 30%|██▉ | 954/3201 [00:13<00:23, 96.79it/s] 959 22.1435 : 30%|███ | 964/3201 [00:13<00:23, 95.78it/s] 959 22.1435 : 30%|███ | 974/3201 [00:13<00:23, 94.50it/s] 979 19.6692 : 30%|███ | 974/3201 [00:13<00:23, 94.50it/s] 979 19.6692 : 31%|███ | 984/3201 [00:13<00:23, 94.44it/s] 979 19.6692 : 31%|███ | 994/3201 [00:14<00:23, 94.70it/s] 999 20.5060 : 31%|███ | 994/3201 [00:14<00:23, 94.70it/s] 999 20.5060 : 31%|███▏ | 1004/3201 [00:14<00:22, 95.59it/s] 999 20.5060 : 32%|███▏ | 1014/3201 [00:14<00:22, 96.71it/s] 1019 21.1321 : 32%|███▏ | 1014/3201 [00:14<00:22, 96.71it/s] 1019 21.1321 : 32%|███▏ | 1025/3201 [00:14<00:22, 98.67it/s] 1019 21.1321 : 32%|███▏ | 1036/3201 [00:14<00:21, 100.18it/s] 1039 21.7927 : 32%|███▏ | 1036/3201 [00:14<00:21, 100.18it/s] 1039 21.7927 : 33%|███▎ | 1047/3201 [00:14<00:21, 100.04it/s] 1039 21.7927 : 33%|███▎ | 1058/3201 [00:14<00:21, 97.99it/s] 1059 20.0701 : 33%|███▎ | 1058/3201 [00:14<00:21, 97.99it/s] 1059 20.0701 : 33%|███▎ | 1068/3201 [00:14<00:22, 96.65it/s] 1059 20.0701 : 34%|███▎ | 1078/3201 [00:14<00:21, 97.13it/s] 1079 17.8576 : 34%|███▎ | 1078/3201 [00:14<00:21, 97.13it/s] 1079 17.8576 : 34%|███▍ | 1088/3201 [00:14<00:21, 97.34it/s] 1079 17.8576 : 34%|███▍ | 1098/3201 [00:15<00:21, 96.16it/s] 1099 18.0963 : 34%|███▍ | 1098/3201 [00:15<00:21, 96.16it/s] 1099 18.0963 : 35%|███▍ | 1108/3201 [00:15<00:22, 94.19it/s] 1099 18.0963 : 35%|███▍ | 1118/3201 [00:15<00:23, 89.96it/s] 1119 18.8995 : 35%|███▍ | 1118/3201 [00:15<00:23, 89.96it/s] 1119 18.8995 : 35%|███▌ | 1128/3201 [00:15<00:23, 86.58it/s] 1119 18.8995 : 36%|███▌ | 1137/3201 [00:15<00:24, 84.87it/s] 1139 18.3099 : 36%|███▌ | 1137/3201 [00:15<00:24, 84.87it/s] 1139 18.3099 : 36%|███▌ | 1146/3201 [00:15<00:24, 84.64it/s] 1139 18.3099 : 36%|███▌ | 1155/3201 [00:15<00:23, 85.46it/s] 1159 21.0430 : 36%|███▌ | 1155/3201 [00:15<00:23, 85.46it/s] 1159 21.0430 : 36%|███▋ | 1164/3201 [00:15<00:23, 86.30it/s] 1159 21.0430 : 37%|███▋ | 1174/3201 [00:15<00:22, 88.16it/s] 1179 19.6060 : 37%|███▋ | 1174/3201 [00:16<00:22, 88.16it/s] 1179 19.6060 : 37%|███▋ | 1184/3201 [00:16<00:22, 89.21it/s] 1179 19.6060 : 37%|███▋ | 1193/3201 [00:16<00:22, 88.97it/s] 1199 18.5214 : 37%|███▋ | 1193/3201 [00:16<00:22, 88.97it/s] 1199 18.5214 : 38%|███▊ | 1202/3201 [00:16<00:22, 87.08it/s] 1199 18.5214 : 38%|███▊ | 1211/3201 [00:16<00:23, 86.05it/s] 1219 12.2165 : 38%|███▊ | 1211/3201 [00:16<00:23, 86.05it/s] 1219 12.2165 : 38%|███▊ | 1220/3201 [00:16<00:23, 85.51it/s] 1219 12.2165 : 38%|███▊ | 1230/3201 [00:16<00:22, 88.64it/s] 1239 18.4282 : 38%|███▊ | 1230/3201 [00:16<00:22, 88.64it/s] 1239 18.4282 : 39%|███▊ | 1240/3201 [00:16<00:21, 91.19it/s] 1239 18.4282 : 39%|███▉ | 1250/3201 [00:16<00:21, 91.51it/s] 1259 20.4066 : 39%|███▉ | 1250/3201 [00:16<00:21, 91.51it/s] 1259 20.4066 : 39%|███▉ | 1260/3201 [00:16<00:21, 91.55it/s] 1259 20.4066 : 40%|███▉ | 1270/3201 [00:17<00:21, 89.50it/s] 1259 20.4066 : 40%|███▉ | 1279/3201 [00:17<00:22, 86.41it/s] 1279 20.7603 : 40%|███▉ | 1279/3201 [00:17<00:22, 86.41it/s] 1279 20.7603 : 40%|████ | 1288/3201 [00:17<00:22, 84.50it/s] 1279 20.7603 : 41%|████ | 1297/3201 [00:17<00:22, 83.73it/s] 1299 19.6543 : 41%|████ | 1297/3201 [00:17<00:22, 83.73it/s] 1299 19.6543 : 41%|████ | 1306/3201 [00:17<00:22, 83.65it/s] 1299 19.6543 : 41%|████ | 1315/3201 [00:17<00:22, 84.59it/s] 1319 23.1769 : 41%|████ | 1315/3201 [00:17<00:22, 84.59it/s] 1319 23.1769 : 41%|████▏ | 1324/3201 [00:17<00:21, 86.01it/s] 1319 23.1769 : 42%|████▏ | 1333/3201 [00:17<00:21, 86.72it/s] 1339 21.6849 : 42%|████▏ | 1333/3201 [00:17<00:21, 86.72it/s] 1339 21.6849 : 42%|████▏ | 1342/3201 [00:17<00:21, 87.26it/s] 1339 21.6849 : 42%|████▏ | 1351/3201 [00:18<00:21, 87.82it/s] 1359 20.1850 : 42%|████▏ | 1351/3201 [00:18<00:21, 87.82it/s] 1359 20.1850 : 42%|████▏ | 1360/3201 [00:18<00:21, 86.75it/s] 1359 20.1850 : 43%|████▎ | 1369/3201 [00:18<00:21, 85.76it/s] 1379 17.4973 : 43%|████▎ | 1369/3201 [00:18<00:21, 85.76it/s] 1379 17.4973 : 43%|████▎ | 1380/3201 [00:18<00:20, 90.28it/s] 1379 17.4973 : 43%|████▎ | 1391/3201 [00:18<00:19, 95.13it/s] 1399 19.6362 : 43%|████▎ | 1391/3201 [00:18<00:19, 95.13it/s] 1399 19.6362 : 44%|████▍ | 1402/3201 [00:18<00:18, 97.27it/s] 1399 19.6362 : 44%|████▍ | 1413/3201 [00:18<00:18, 98.88it/s] 1419 20.8427 : 44%|████▍ | 1413/3201 [00:18<00:18, 98.88it/s] 1419 20.8427 : 44%|████▍ | 1423/3201 [00:18<00:18, 97.56it/s] 1419 20.8427 : 45%|████▍ | 1433/3201 [00:18<00:18, 95.58it/s] 1439 19.9099 : 45%|████▍ | 1433/3201 [00:18<00:18, 95.58it/s] 1439 19.9099 : 45%|████▌ | 1443/3201 [00:18<00:18, 94.71it/s] 1439 19.9099 : 45%|████▌ | 1453/3201 [00:19<00:18, 94.55it/s] 1459 21.4446 : 45%|████▌ | 1453/3201 [00:19<00:18, 94.55it/s] 1459 21.4446 : 46%|████▌ | 1463/3201 [00:19<00:18, 95.18it/s] 1459 21.4446 : 46%|████▌ | 1473/3201 [00:19<00:17, 96.56it/s] 1479 22.4255 : 46%|████▌ | 1473/3201 [00:19<00:17, 96.56it/s] 1479 22.4255 : 46%|████▋ | 1484/3201 [00:19<00:17, 97.96it/s] 1479 22.4255 : 47%|████▋ | 1495/3201 [00:19<00:17, 99.32it/s] 1499 22.4401 : 47%|████▋ | 1495/3201 [00:19<00:17, 99.32it/s] 1499 22.4401 : 47%|████▋ | 1505/3201 [00:19<00:17, 99.03it/s] 1499 22.4401 : 47%|████▋ | 1515/3201 [00:19<00:17, 98.73it/s] 1519 22.6124 : 47%|████▋ | 1515/3201 [00:19<00:17, 98.73it/s] 1519 22.6124 : 48%|████▊ | 1525/3201 [00:19<00:17, 98.31it/s] 1519 22.6124 : 48%|████▊ | 1538/3201 [00:19<00:15, 106.80it/s] 1539 19.7035 : 48%|████▊ | 1538/3201 [00:19<00:15, 106.80it/s] 1539 19.7035 : 48%|████▊ | 1551/3201 [00:20<00:14, 112.28it/s] 1559 20.5862 : 48%|████▊ | 1551/3201 [00:20<00:14, 112.28it/s] 1559 20.5862 : 49%|████▉ | 1564/3201 [00:20<00:14, 114.70it/s] 1559 20.5862 : 49%|████▉ | 1576/3201 [00:20<00:14, 113.80it/s] 1579 21.6745 : 49%|████▉ | 1576/3201 [00:20<00:14, 113.80it/s] 1579 21.6745 : 50%|████▉ | 1588/3201 [00:20<00:14, 112.90it/s] 1599 21.7615 : 50%|████▉ | 1588/3201 [00:20<00:14, 112.90it/s] 1599 21.7615 : 50%|████▉ | 1600/3201 [00:20<00:14, 112.85it/s] 1599 21.7615 : 50%|█████ | 1612/3201 [00:20<00:13, 114.00it/s] 1619 23.4324 : 50%|█████ | 1612/3201 [00:20<00:13, 114.00it/s] 1619 23.4324 : 51%|█████ | 1624/3201 [00:20<00:13, 115.05it/s] 1619 23.4324 : 51%|█████ | 1637/3201 [00:20<00:13, 117.08it/s] 1639 22.0706 : 51%|█████ | 1637/3201 [00:20<00:13, 117.08it/s] 1639 22.0706 : 52%|█████▏ | 1649/3201 [00:20<00:13, 117.11it/s] 1659 22.4403 : 52%|█████▏ | 1649/3201 [00:20<00:13, 117.11it/s] 1659 22.4403 : 52%|█████▏ | 1661/3201 [00:20<00:13, 115.97it/s] 1659 22.4403 : 52%|█████▏ | 1673/3201 [00:21<00:13, 114.92it/s] 1679 19.0798 : 52%|█████▏ | 1673/3201 [00:21<00:13, 114.92it/s] 1679 19.0798 : 53%|█████▎ | 1685/3201 [00:21<00:13, 113.68it/s] 1679 19.0798 : 53%|█████▎ | 1697/3201 [00:21<00:13, 113.13it/s] 1699 21.5608 : 53%|█████▎ | 1697/3201 [00:21<00:13, 113.13it/s] 1699 21.5608 : 53%|█████▎ | 1709/3201 [00:21<00:13, 111.49it/s] 1719 21.8924 : 53%|█████▎ | 1709/3201 [00:21<00:13, 111.49it/s] 1719 21.8924 : 54%|█████▍ | 1721/3201 [00:21<00:13, 109.33it/s] 1719 21.8924 : 54%|█████▍ | 1732/3201 [00:21<00:13, 105.37it/s] 1739 21.5251 : 54%|█████▍ | 1732/3201 [00:21<00:13, 105.37it/s] 1739 21.5251 : 54%|█████▍ | 1743/3201 [00:21<00:13, 104.46it/s] 1739 21.5251 : 55%|█████▍ | 1754/3201 [00:21<00:13, 103.79it/s] 1759 22.4120 : 55%|█████▍ | 1754/3201 [00:21<00:13, 103.79it/s] 1759 22.4120 : 55%|█████▌ | 1765/3201 [00:21<00:13, 103.41it/s] 1759 22.4120 : 55%|█████▌ | 1776/3201 [00:22<00:13, 104.13it/s] 1779 23.2911 : 55%|█████▌ | 1776/3201 [00:22<00:13, 104.13it/s] 1779 23.2911 : 56%|█████▌ | 1787/3201 [00:22<00:13, 105.75it/s] 1779 23.2911 : 56%|█████▌ | 1798/3201 [00:22<00:13, 106.96it/s] 1799 22.8980 : 56%|█████▌ | 1798/3201 [00:22<00:13, 106.96it/s] 1799 22.8980 : 57%|█████▋ | 1809/3201 [00:22<00:13, 105.91it/s] 1819 22.3961 : 57%|█████▋ | 1809/3201 [00:22<00:13, 105.91it/s] 1819 22.3961 : 57%|█████▋ | 1820/3201 [00:22<00:13, 103.06it/s] 1819 22.3961 : 57%|█████▋ | 1831/3201 [00:22<00:13, 100.89it/s] 1839 19.3529 : 57%|█████▋ | 1831/3201 [00:22<00:13, 100.89it/s] 1839 19.3529 : 58%|█████▊ | 1842/3201 [00:22<00:14, 96.63it/s] 1839 19.3529 : 58%|█████▊ | 1852/3201 [00:22<00:14, 93.40it/s] 1859 20.9672 : 58%|█████▊ | 1852/3201 [00:22<00:14, 93.40it/s] 1859 20.9672 : 58%|█████▊ | 1862/3201 [00:22<00:14, 90.72it/s] 1859 20.9672 : 58%|█████▊ | 1872/3201 [00:23<00:15, 87.20it/s] 1879 21.3375 : 58%|█████▊ | 1872/3201 [00:23<00:15, 87.20it/s] 1879 21.3375 : 59%|█████▉ | 1881/3201 [00:23<00:15, 83.29it/s] 1879 21.3375 : 59%|█████▉ | 1890/3201 [00:23<00:16, 81.37it/s] 1879 21.3375 : 59%|█████▉ | 1899/3201 [00:23<00:16, 80.95it/s] 1899 21.4729 : 59%|█████▉ | 1899/3201 [00:23<00:16, 80.95it/s] 1899 21.4729 : 60%|█████▉ | 1908/3201 [00:23<00:16, 80.74it/s] 1899 21.4729 : 60%|█████▉ | 1917/3201 [00:23<00:15, 81.07it/s] 1919 22.7881 : 60%|█████▉ | 1917/3201 [00:23<00:15, 81.07it/s] 1919 22.7881 : 60%|██████ | 1926/3201 [00:23<00:15, 81.58it/s] 1919 22.7881 : 60%|██████ | 1935/3201 [00:23<00:15, 83.05it/s] 1939 22.9330 : 60%|██████ | 1935/3201 [00:23<00:15, 83.05it/s] 1939 22.9330 : 61%|██████ | 1944/3201 [00:23<00:15, 83.72it/s] 1939 22.9330 : 61%|██████ | 1953/3201 [00:24<00:14, 83.59it/s] 1959 24.5427 : 61%|██████ | 1953/3201 [00:24<00:14, 83.59it/s] 1959 24.5427 : 61%|██████▏ | 1962/3201 [00:24<00:15, 82.03it/s] 1959 24.5427 : 62%|██████▏ | 1971/3201 [00:24<00:15, 79.69it/s] 1959 24.5427 : 62%|██████▏ | 1979/3201 [00:24<00:15, 78.53it/s] 1979 19.4006 : 62%|██████▏ | 1979/3201 [00:24<00:15, 78.53it/s] 1979 19.4006 : 62%|██████▏ | 1987/3201 [00:24<00:15, 76.46it/s] 1979 19.4006 : 62%|██████▏ | 1995/3201 [00:24<00:16, 74.50it/s] 1999 19.7991 : 62%|██████▏ | 1995/3201 [00:24<00:16, 74.50it/s] 1999 19.7991 : 63%|██████▎ | 2003/3201 [00:24<00:16, 73.22it/s] 1999 19.7991 : 63%|██████▎ | 2011/3201 [00:24<00:16, 72.24it/s] 1999 19.7991 : 63%|██████▎ | 2019/3201 [00:24<00:16, 70.90it/s] 2019 20.1750 : 63%|██████▎ | 2019/3201 [00:25<00:16, 70.90it/s] 2019 20.1750 : 63%|██████▎ | 2027/3201 [00:25<00:17, 68.72it/s] 2019 20.1750 : 64%|██████▎ | 2034/3201 [00:25<00:17, 66.27it/s] 2039 18.9449 : 64%|██████▎ | 2034/3201 [00:25<00:17, 66.27it/s] 2039 18.9449 : 64%|██████▍ | 2041/3201 [00:25<00:17, 64.90it/s] 2039 18.9449 : 64%|██████▍ | 2048/3201 [00:25<00:17, 65.12it/s] 2039 18.9449 : 64%|██████▍ | 2055/3201 [00:25<00:17, 65.52it/s] 2059 21.9417 : 64%|██████▍ | 2055/3201 [00:25<00:17, 65.52it/s] 2059 21.9417 : 64%|██████▍ | 2062/3201 [00:25<00:17, 65.87it/s] 2059 21.9417 : 65%|██████▍ | 2069/3201 [00:25<00:17, 65.88it/s] 2059 21.9417 : 65%|██████▍ | 2076/3201 [00:25<00:17, 66.07it/s] 2079 21.2382 : 65%|██████▍ | 2076/3201 [00:25<00:17, 66.07it/s] 2079 21.2382 : 65%|██████▌ | 2083/3201 [00:25<00:16, 67.15it/s] 2079 21.2382 : 65%|██████▌ | 2090/3201 [00:26<00:16, 67.61it/s] 2079 21.2382 : 66%|██████▌ | 2097/3201 [00:26<00:16, 67.61it/s] 2099 21.5167 : 66%|██████▌ | 2097/3201 [00:26<00:16, 67.61it/s] 2099 21.5167 : 66%|██████▌ | 2104/3201 [00:26<00:16, 67.63it/s] 2099 21.5167 : 66%|██████▌ | 2111/3201 [00:26<00:16, 67.08it/s] 2099 21.5167 : 66%|██████▌ | 2118/3201 [00:26<00:16, 65.42it/s] 2119 20.6946 : 66%|██████▌ | 2118/3201 [00:26<00:16, 65.42it/s] 2119 20.6946 : 66%|██████▋ | 2125/3201 [00:26<00:16, 63.64it/s] 2119 20.6946 : 67%|██████▋ | 2132/3201 [00:26<00:17, 62.05it/s] 2139 11.7181 : 67%|██████▋ | 2132/3201 [00:26<00:17, 62.05it/s] 2139 11.7181 : 67%|██████▋ | 2141/3201 [00:26<00:15, 68.81it/s] 2139 11.7181 : 67%|██████▋ | 2152/3201 [00:26<00:13, 78.55it/s] 2159 19.8938 : 67%|██████▋ | 2152/3201 [00:27<00:13, 78.55it/s] 2159 19.8938 : 68%|██████▊ | 2163/3201 [00:27<00:12, 85.23it/s] 2159 19.8938 : 68%|██████▊ | 2174/3201 [00:27<00:11, 89.67it/s] 2179 21.6050 : 68%|██████▊ | 2174/3201 [00:27<00:11, 89.67it/s] 2179 21.6050 : 68%|██████▊ | 2184/3201 [00:27<00:11, 90.98it/s] 2179 21.6050 : 69%|██████▊ | 2194/3201 [00:27<00:11, 90.08it/s] 2199 19.0323 : 69%|██████▊ | 2194/3201 [00:27<00:11, 90.08it/s] 2199 19.0323 : 69%|██████▉ | 2204/3201 [00:27<00:11, 89.44it/s] 2199 19.0323 : 69%|██████▉ | 2214/3201 [00:27<00:10, 90.29it/s] 2219 22.3982 : 69%|██████▉ | 2214/3201 [00:27<00:10, 90.29it/s] 2219 22.3982 : 69%|██████▉ | 2224/3201 [00:27<00:10, 91.09it/s] 2219 22.3982 : 70%|██████▉ | 2234/3201 [00:27<00:10, 91.82it/s] 2239 21.5829 : 70%|██████▉ | 2234/3201 [00:27<00:10, 91.82it/s] 2239 21.5829 : 70%|███████ | 2244/3201 [00:27<00:10, 92.86it/s] 2239 21.5829 : 70%|███████ | 2254/3201 [00:28<00:10, 93.50it/s] 2259 20.9133 : 70%|███████ | 2254/3201 [00:28<00:10, 93.50it/s] 2259 20.9133 : 71%|███████ | 2264/3201 [00:28<00:10, 92.46it/s] 2259 20.9133 : 71%|███████ | 2274/3201 [00:28<00:10, 91.30it/s] 2279 23.0865 : 71%|███████ | 2274/3201 [00:28<00:10, 91.30it/s] 2279 23.0865 : 71%|███████▏ | 2284/3201 [00:28<00:10, 90.10it/s] 2279 23.0865 : 72%|███████▏ | 2294/3201 [00:28<00:10, 89.13it/s] 2299 18.5271 : 72%|███████▏ | 2294/3201 [00:28<00:10, 89.13it/s] 2299 18.5271 : 72%|███████▏ | 2304/3201 [00:28<00:09, 90.03it/s] 2299 18.5271 : 72%|███████▏ | 2314/3201 [00:28<00:09, 90.43it/s] 2319 21.3224 : 72%|███████▏ | 2314/3201 [00:28<00:09, 90.43it/s] 2319 21.3224 : 73%|███████▎ | 2324/3201 [00:28<00:09, 89.73it/s] 2319 21.3224 : 73%|███████▎ | 2333/3201 [00:28<00:09, 88.10it/s] 2339 21.8212 : 73%|███████▎ | 2333/3201 [00:29<00:09, 88.10it/s] 2339 21.8212 : 73%|███████▎ | 2342/3201 [00:29<00:10, 85.40it/s] 2339 21.8212 : 73%|███████▎ | 2351/3201 [00:29<00:10, 82.54it/s] 2359 22.5421 : 73%|███████▎ | 2351/3201 [00:29<00:10, 82.54it/s] 2359 22.5421 : 74%|███████▎ | 2360/3201 [00:29<00:10, 81.70it/s] 2359 22.5421 : 74%|███████▍ | 2369/3201 [00:29<00:10, 82.00it/s] 2359 22.5421 : 74%|███████▍ | 2378/3201 [00:29<00:09, 82.69it/s] 2379 22.4122 : 74%|███████▍ | 2378/3201 [00:29<00:09, 82.69it/s] 2379 22.4122 : 75%|███████▍ | 2387/3201 [00:29<00:09, 83.68it/s] 2379 22.4122 : 75%|███████▍ | 2396/3201 [00:29<00:09, 84.21it/s] 2399 22.8221 : 75%|███████▍ | 2396/3201 [00:29<00:09, 84.21it/s] 2399 22.8221 : 75%|███████▌ | 2405/3201 [00:29<00:09, 84.37it/s] 2399 22.8221 : 75%|███████▌ | 2414/3201 [00:29<00:09, 83.86it/s] 2419 21.7512 : 75%|███████▌ | 2414/3201 [00:29<00:09, 83.86it/s] 2419 21.7512 : 76%|███████▌ | 2423/3201 [00:30<00:09, 82.82it/s] 2419 21.7512 : 76%|███████▌ | 2432/3201 [00:30<00:09, 81.58it/s] 2439 13.0168 : 76%|███████▌ | 2432/3201 [00:30<00:09, 81.58it/s] 2439 13.0168 : 76%|███████▋ | 2441/3201 [00:30<00:09, 79.85it/s] 2439 13.0168 : 77%|███████▋ | 2449/3201 [00:30<00:09, 77.30it/s] 2439 13.0168 : 77%|███████▋ | 2457/3201 [00:30<00:09, 75.36it/s] 2459 17.9014 : 77%|███████▋ | 2457/3201 [00:30<00:09, 75.36it/s] 2459 17.9014 : 77%|███████▋ | 2465/3201 [00:30<00:09, 74.12it/s] 2459 17.9014 : 77%|███████▋ | 2473/3201 [00:30<00:09, 72.90it/s] 2479 20.7776 : 77%|███████▋ | 2473/3201 [00:30<00:09, 72.90it/s] 2479 20.7776 : 78%|███████▊ | 2481/3201 [00:30<00:10, 70.77it/s] 2479 20.7776 : 78%|███████▊ | 2489/3201 [00:30<00:10, 68.71it/s] 2479 20.7776 : 78%|███████▊ | 2496/3201 [00:31<00:10, 66.07it/s] 2499 21.8543 : 78%|███████▊ | 2496/3201 [00:31<00:10, 66.07it/s] 2499 21.8543 : 78%|███████▊ | 2503/3201 [00:31<00:10, 63.69it/s] 2499 21.8543 : 78%|███████▊ | 2510/3201 [00:31<00:11, 61.89it/s] 2499 21.8543 : 79%|███████▊ | 2517/3201 [00:31<00:11, 60.73it/s] 2519 24.0118 : 79%|███████▊ | 2517/3201 [00:31<00:11, 60.73it/s] 2519 24.0118 : 79%|███████▉ | 2524/3201 [00:31<00:11, 60.11it/s] 2519 24.0118 : 79%|███████▉ | 2531/3201 [00:31<00:10, 61.00it/s] 2519 24.0118 : 79%|███████▉ | 2538/3201 [00:31<00:10, 62.30it/s] 2539 20.4381 : 79%|███████▉ | 2538/3201 [00:31<00:10, 62.30it/s] 2539 20.4381 : 80%|███████▉ | 2545/3201 [00:31<00:10, 62.59it/s] 2539 20.4381 : 80%|███████▉ | 2552/3201 [00:31<00:10, 62.99it/s] 2539 20.4381 : 80%|███████▉ | 2559/3201 [00:32<00:10, 63.28it/s] 2559 23.9635 : 80%|███████▉ | 2559/3201 [00:32<00:10, 63.28it/s] 2559 23.9635 : 80%|████████ | 2566/3201 [00:32<00:10, 62.71it/s] 2559 23.9635 : 80%|████████ | 2573/3201 [00:32<00:09, 62.97it/s] 2579 21.3666 : 80%|████████ | 2573/3201 [00:32<00:09, 62.97it/s] 2579 21.3666 : 81%|████████ | 2580/3201 [00:32<00:09, 63.30it/s] 2579 21.3666 : 81%|████████ | 2587/3201 [00:32<00:09, 63.28it/s] 2579 21.3666 : 81%|████████ | 2594/3201 [00:32<00:10, 60.25it/s] 2599 12.9066 : 81%|████████ | 2594/3201 [00:32<00:10, 60.25it/s] 2599 12.9066 : 81%|████████▏ | 2601/3201 [00:32<00:10, 57.46it/s] 2599 12.9066 : 81%|████████▏ | 2607/3201 [00:32<00:10, 55.75it/s] 2599 12.9066 : 82%|████████▏ | 2613/3201 [00:33<00:10, 55.17it/s] 2599 12.9066 : 82%|████████▏ | 2619/3201 [00:33<00:10, 54.68it/s] 2619 18.9078 : 82%|████████▏ | 2619/3201 [00:33<00:10, 54.68it/s] 2619 18.9078 : 82%|████████▏ | 2625/3201 [00:33<00:10, 54.66it/s] 2619 18.9078 : 82%|████████▏ | 2631/3201 [00:33<00:10, 53.95it/s] 2619 18.9078 : 82%|████████▏ | 2637/3201 [00:33<00:10, 52.19it/s] 2639 20.8987 : 82%|████████▏ | 2637/3201 [00:33<00:10, 52.19it/s] 2639 20.8987 : 83%|████████▎ | 2643/3201 [00:33<00:10, 51.21it/s] 2639 20.8987 : 83%|████████▎ | 2649/3201 [00:33<00:10, 50.39it/s] 2639 20.8987 : 83%|████████▎ | 2655/3201 [00:33<00:10, 50.11it/s] 2659 21.2192 : 83%|████████▎ | 2655/3201 [00:33<00:10, 50.11it/s] 2659 21.2192 : 83%|████████▎ | 2661/3201 [00:33<00:10, 49.65it/s] 2659 21.2192 : 83%|████████▎ | 2666/3201 [00:34<00:10, 49.47it/s] 2659 21.2192 : 83%|████████▎ | 2671/3201 [00:34<00:10, 49.04it/s] 2659 21.2192 : 84%|████████▎ | 2677/3201 [00:34<00:10, 49.54it/s] 2679 21.2361 : 84%|████████▎ | 2677/3201 [00:34<00:10, 49.54it/s] 2679 21.2361 : 84%|████████▍ | 2683/3201 [00:34<00:10, 49.98it/s] 2679 21.2361 : 84%|████████▍ | 2689/3201 [00:34<00:10, 50.31it/s] 2679 21.2361 : 84%|████████▍ | 2695/3201 [00:34<00:10, 49.88it/s] 2699 22.3840 : 84%|████████▍ | 2695/3201 [00:34<00:10, 49.88it/s] 2699 22.3840 : 84%|████████▍ | 2700/3201 [00:34<00:10, 49.89it/s] 2699 22.3840 : 85%|████████▍ | 2705/3201 [00:34<00:09, 49.71it/s] 2699 22.3840 : 85%|████████▍ | 2710/3201 [00:34<00:09, 49.58it/s] 2699 22.3840 : 85%|████████▍ | 2715/3201 [00:35<00:09, 49.13it/s] 2719 22.4492 : 85%|████████▍ | 2715/3201 [00:35<00:09, 49.13it/s] 2719 22.4492 : 85%|████████▌ | 2721/3201 [00:35<00:09, 49.49it/s] 2719 22.4492 : 85%|████████▌ | 2727/3201 [00:35<00:09, 49.70it/s] 2719 22.4492 : 85%|████████▌ | 2733/3201 [00:35<00:09, 49.82it/s] 2719 22.4492 : 86%|████████▌ | 2738/3201 [00:35<00:09, 49.75it/s] 2739 23.7556 : 86%|████████▌ | 2738/3201 [00:35<00:09, 49.75it/s] 2739 23.7556 : 86%|████████▌ | 2743/3201 [00:35<00:09, 49.78it/s] 2739 23.7556 : 86%|████████▌ | 2749/3201 [00:35<00:08, 51.27it/s] 2739 23.7556 : 86%|████████▌ | 2755/3201 [00:35<00:08, 53.72it/s] 2759 18.6422 : 86%|████████▌ | 2755/3201 [00:35<00:08, 53.72it/s] 2759 18.6422 : 86%|████████▋ | 2762/3201 [00:35<00:07, 56.01it/s] 2759 18.6422 : 86%|████████▋ | 2768/3201 [00:36<00:07, 57.01it/s] 2759 18.6422 : 87%|████████▋ | 2775/3201 [00:36<00:07, 58.34it/s] 2779 20.5402 : 87%|████████▋ | 2775/3201 [00:36<00:07, 58.34it/s] 2779 20.5402 : 87%|████████▋ | 2781/3201 [00:36<00:07, 58.56it/s] 2779 20.5402 : 87%|████████▋ | 2787/3201 [00:36<00:07, 58.07it/s] 2779 20.5402 : 87%|████████▋ | 2793/3201 [00:36<00:07, 57.35it/s] 2779 20.5402 : 87%|████████▋ | 2799/3201 [00:36<00:07, 56.01it/s] 2799 22.3881 : 87%|████████▋ | 2799/3201 [00:36<00:07, 56.01it/s] 2799 22.3881 : 88%|████████▊ | 2805/3201 [00:36<00:07, 55.83it/s] 2799 22.3881 : 88%|████████▊ | 2811/3201 [00:36<00:07, 54.37it/s] 2799 22.3881 : 88%|████████▊ | 2817/3201 [00:36<00:07, 54.85it/s] 2819 23.0834 : 88%|████████▊ | 2817/3201 [00:37<00:07, 54.85it/s] 2819 23.0834 : 88%|████████▊ | 2823/3201 [00:37<00:07, 53.84it/s] 2819 23.0834 : 88%|████████▊ | 2829/3201 [00:37<00:06, 53.93it/s] 2819 23.0834 : 89%|████████▊ | 2835/3201 [00:37<00:06, 55.28it/s] 2839 21.8253 : 89%|████████▊ | 2835/3201 [00:37<00:06, 55.28it/s] 2839 21.8253 : 89%|████████▉ | 2841/3201 [00:37<00:06, 56.26it/s] 2839 21.8253 : 89%|████████▉ | 2847/3201 [00:37<00:06, 57.04it/s] 2839 21.8253 : 89%|████████▉ | 2853/3201 [00:37<00:06, 57.41it/s] 2839 21.8253 : 89%|████████▉ | 2859/3201 [00:37<00:05, 57.70it/s] 2859 21.3169 : 89%|████████▉ | 2859/3201 [00:37<00:05, 57.70it/s] 2859 21.3169 : 90%|████████▉ | 2865/3201 [00:37<00:05, 57.61it/s] 2859 21.3169 : 90%|████████▉ | 2871/3201 [00:37<00:05, 57.61it/s] 2859 21.3169 : 90%|████████▉ | 2877/3201 [00:37<00:05, 57.57it/s] 2879 22.3423 : 90%|████████▉ | 2877/3201 [00:38<00:05, 57.57it/s] 2879 22.3423 : 90%|█████████ | 2883/3201 [00:38<00:05, 57.44it/s] 2879 22.3423 : 90%|█████████ | 2889/3201 [00:38<00:05, 57.74it/s] 2879 22.3423 : 90%|█████████ | 2895/3201 [00:38<00:05, 57.80it/s] 2899 17.5927 : 90%|█████████ | 2895/3201 [00:38<00:05, 57.80it/s] 2899 17.5927 : 91%|█████████ | 2902/3201 [00:38<00:04, 59.84it/s] 2899 17.5927 : 91%|█████████ | 2909/3201 [00:38<00:04, 62.69it/s] 2899 17.5927 : 91%|█████████ | 2916/3201 [00:38<00:04, 64.49it/s] 2919 20.6155 : 91%|█████████ | 2916/3201 [00:38<00:04, 64.49it/s] 2919 20.6155 : 91%|█████████▏| 2924/3201 [00:38<00:04, 66.42it/s] 2919 20.6155 : 92%|█████████▏| 2931/3201 [00:38<00:04, 67.27it/s] 2919 20.6155 : 92%|█████████▏| 2938/3201 [00:38<00:03, 66.81it/s] 2939 22.1781 : 92%|█████████▏| 2938/3201 [00:38<00:03, 66.81it/s] 2939 22.1781 : 92%|█████████▏| 2945/3201 [00:39<00:03, 65.87it/s] 2939 22.1781 : 92%|█████████▏| 2952/3201 [00:39<00:03, 64.44it/s] 2939 22.1781 : 92%|█████████▏| 2959/3201 [00:39<00:03, 63.31it/s] 2959 22.3789 : 92%|█████████▏| 2959/3201 [00:39<00:03, 63.31it/s] 2959 22.3789 : 93%|█████████▎| 2966/3201 [00:39<00:03, 63.56it/s] 2959 22.3789 : 93%|█████████▎| 2973/3201 [00:39<00:03, 63.27it/s] 2979 24.0965 : 93%|█████████▎| 2973/3201 [00:39<00:03, 63.27it/s] 2979 24.0965 : 93%|█████████▎| 2980/3201 [00:39<00:03, 63.50it/s] 2979 24.0965 : 93%|█████████▎| 2987/3201 [00:39<00:03, 64.65it/s] 2979 24.0965 : 94%|█████████▎| 2994/3201 [00:39<00:03, 65.92it/s] 2999 26.3606 : 94%|█████████▎| 2994/3201 [00:39<00:03, 65.92it/s] 2999 26.3606 : 94%|█████████▍| 3001/3201 [00:39<00:03, 66.28it/s] 2999 26.3606 : 94%|█████████▍| 3008/3201 [00:40<00:02, 66.53it/s] 2999 26.3606 : 94%|█████████▍| 3015/3201 [00:40<00:02, 67.13it/s] 3019 24.8046 : 94%|█████████▍| 3015/3201 [00:40<00:02, 67.13it/s] 3019 24.8046 : 94%|█████████▍| 3022/3201 [00:40<00:02, 67.01it/s] 3019 24.8046 : 95%|█████████▍| 3029/3201 [00:40<00:02, 66.22it/s] 3019 24.8046 : 95%|█████████▍| 3036/3201 [00:40<00:02, 66.45it/s] 3039 23.1518 : 95%|█████████▍| 3036/3201 [00:40<00:02, 66.45it/s] 3039 23.1518 : 95%|█████████▌| 3043/3201 [00:40<00:02, 66.31it/s] 3039 23.1518 : 95%|█████████▌| 3050/3201 [00:40<00:02, 66.96it/s] 3039 23.1518 : 96%|█████████▌| 3058/3201 [00:40<00:02, 69.73it/s] 3059 19.9182 : 96%|█████████▌| 3058/3201 [00:40<00:02, 69.73it/s] 3059 19.9182 : 96%|█████████▌| 3066/3201 [00:40<00:01, 71.16it/s] 3059 19.9182 : 96%|█████████▌| 3074/3201 [00:40<00:01, 72.29it/s] 3079 22.5793 : 96%|█████████▌| 3074/3201 [00:41<00:01, 72.29it/s] 3079 22.5793 : 96%|█████████▋| 3082/3201 [00:41<00:01, 72.61it/s] 3079 22.5793 : 97%|█████████▋| 3090/3201 [00:41<00:01, 72.29it/s] 3079 22.5793 : 97%|█████████▋| 3098/3201 [00:41<00:01, 71.25it/s] 3099 25.0865 : 97%|█████████▋| 3098/3201 [00:41<00:01, 71.25it/s] 3099 25.0865 : 97%|█████████▋| 3106/3201 [00:41<00:01, 69.30it/s] 3099 25.0865 : 97%|█████████▋| 3113/3201 [00:41<00:01, 68.97it/s] 3119 23.0459 : 97%|█████████▋| 3113/3201 [00:41<00:01, 68.97it/s] 3119 23.0459 : 98%|█████████▊| 3121/3201 [00:41<00:01, 69.32it/s] 3119 23.0459 : 98%|█████████▊| 3129/3201 [00:41<00:01, 69.90it/s] 3119 23.0459 : 98%|█████████▊| 3137/3201 [00:41<00:00, 70.55it/s] 3139 24.2085 : 98%|█████████▊| 3137/3201 [00:41<00:00, 70.55it/s] 3139 24.2085 : 98%|█████████▊| 3145/3201 [00:41<00:00, 70.96it/s] 3139 24.2085 : 99%|█████████▊| 3153/3201 [00:42<00:00, 71.58it/s] 3159 24.1763 : 99%|█████████▊| 3153/3201 [00:42<00:00, 71.58it/s] 3159 24.1763 : 99%|█████████▉| 3161/3201 [00:42<00:00, 71.90it/s] 3159 24.1763 : 99%|█████████▉| 3169/3201 [00:42<00:00, 72.40it/s] 3159 24.1763 : 99%|█████████▉| 3177/3201 [00:42<00:00, 71.88it/s] 3179 23.6437 : 99%|█████████▉| 3177/3201 [00:42<00:00, 71.88it/s] 3179 23.6437 : 100%|█████████▉| 3185/3201 [00:42<00:00, 71.33it/s] 3179 23.6437 : 100%|█████████▉| 3193/3201 [00:42<00:00, 71.40it/s] 3199 22.3849 : 100%|█████████▉| 3193/3201 [00:42<00:00, 71.40it/s] 3199 22.3849 : 100%|██████████| 3201/3201 [00:42<00:00, 71.97it/s] 3199 22.3849 : 100%|██████████| 3201/3201 [00:42<00:00, 74.86it/s] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 1 epoch_size: 16003008 batches_per_epoch: 3201 batch_size: 5000 optim_type: 'ray' 0%| | 0/3201 [00:00<?, ?it/s] 0%| | 8/3201 [00:00<00:43, 72.64it/s] 0%| | 16/3201 [00:00<00:45, 70.02it/s] 3220 19.6978 : 0%| | 16/3201 [00:00<00:45, 70.02it/s] 3220 19.6978 : 1%| | 24/3201 [00:00<00:46, 68.67it/s] 3220 19.6978 : 1%| | 31/3201 [00:00<00:46, 68.02it/s] 3220 19.6978 : 1%| | 38/3201 [00:00<00:46, 67.69it/s] 3240 19.8323 : 1%| | 38/3201 [00:00<00:46, 67.69it/s] 3240 19.8323 : 1%|▏ | 45/3201 [00:00<00:47, 66.59it/s] 3240 19.8323 : 2%|▏ | 52/3201 [00:00<00:49, 63.78it/s] 3240 19.8323 : 2%|▏ | 59/3201 [00:00<00:51, 60.66it/s] 3260 21.4656 : 2%|▏ | 59/3201 [00:00<00:51, 60.66it/s] 3260 21.4656 : 2%|▏ | 66/3201 [00:01<00:53, 58.36it/s] 3260 21.4656 : 2%|▏ | 72/3201 [00:01<00:54, 57.87it/s] 3260 21.4656 : 2%|▏ | 78/3201 [00:01<00:53, 58.37it/s] 3280 21.8562 : 2%|▏ | 78/3201 [00:01<00:53, 58.37it/s] 3280 21.8562 : 3%|▎ | 85/3201 [00:01<00:52, 59.35it/s] 3280 21.8562 : 3%|▎ | 92/3201 [00:01<00:51, 59.92it/s] 3280 21.8562 : 3%|▎ | 99/3201 [00:01<00:51, 60.67it/s] 3300 22.3756 : 3%|▎ | 99/3201 [00:01<00:51, 60.67it/s] 3300 22.3756 : 3%|▎ | 106/3201 [00:01<00:49, 62.18it/s] 3300 22.3756 : 4%|▎ | 113/3201 [00:01<00:48, 64.28it/s] 3320 21.8797 : 4%|▎ | 113/3201 [00:01<00:48, 64.28it/s] 3320 21.8797 : 4%|▎ | 120/3201 [00:01<00:47, 64.64it/s] 3320 21.8797 : 4%|▍ | 127/3201 [00:02<00:48, 63.72it/s] 3320 21.8797 : 4%|▍ | 134/3201 [00:02<00:49, 62.41it/s] 3340 21.1491 : 4%|▍ | 134/3201 [00:02<00:49, 62.41it/s] 3340 21.1491 : 4%|▍ | 141/3201 [00:02<00:50, 60.94it/s] 3340 21.1491 : 5%|▍ | 148/3201 [00:02<00:49, 61.06it/s] 3340 21.1491 : 5%|▍ | 155/3201 [00:02<00:49, 62.03it/s] 3360 23.0528 : 5%|▍ | 155/3201 [00:02<00:49, 62.03it/s] 3360 23.0528 : 5%|▌ | 163/3201 [00:02<00:47, 64.61it/s] 3360 23.0528 : 5%|▌ | 171/3201 [00:02<00:45, 66.90it/s] 3360 23.0528 : 6%|▌ | 179/3201 [00:02<00:43, 68.91it/s] 3380 24.5076 : 6%|▌ | 179/3201 [00:02<00:43, 68.91it/s] 3380 24.5076 : 6%|▌ | 187/3201 [00:02<00:43, 69.73it/s] 3380 24.5076 : 6%|▌ | 194/3201 [00:03<00:43, 68.98it/s] 3400 23.9446 : 6%|▌ | 194/3201 [00:03<00:43, 68.98it/s] 3400 23.9446 : 6%|▋ | 201/3201 [00:03<00:44, 67.58it/s] 3400 23.9446 : 6%|▋ | 208/3201 [00:03<00:45, 65.21it/s] 3400 23.9446 : 7%|▋ | 215/3201 [00:03<00:46, 63.92it/s] 3420 24.2935 : 7%|▋ | 215/3201 [00:03<00:46, 63.92it/s] 3420 24.2935 : 7%|▋ | 222/3201 [00:03<00:47, 63.21it/s] 3420 24.2935 : 7%|▋ | 229/3201 [00:03<00:47, 62.95it/s] 3420 24.2935 : 7%|▋ | 236/3201 [00:03<00:46, 63.85it/s] 3440 25.6467 : 7%|▋ | 236/3201 [00:03<00:46, 63.85it/s] 3440 25.6467 : 8%|▊ | 243/3201 [00:03<00:45, 64.84it/s] 3440 25.6467 : 8%|▊ | 250/3201 [00:03<00:45, 65.46it/s] 3440 25.6467 : 8%|▊ | 257/3201 [00:04<00:44, 66.32it/s] 3460 24.6063 : 8%|▊ | 257/3201 [00:04<00:44, 66.32it/s] 3460 24.6063 : 8%|▊ | 265/3201 [00:04<00:42, 68.49it/s] 3460 24.6063 : 9%|▊ | 273/3201 [00:04<00:42, 69.29it/s] 3480 24.7570 : 9%|▊ | 273/3201 [00:04<00:42, 69.29it/s] 3480 24.7570 : 9%|▊ | 280/3201 [00:04<00:43, 67.89it/s] 3480 24.7570 : 9%|▉ | 287/3201 [00:04<00:43, 66.81it/s] 3480 24.7570 : 9%|▉ | 294/3201 [00:04<00:44, 65.32it/s] 3500 24.3502 : 9%|▉ | 294/3201 [00:04<00:44, 65.32it/s] 3500 24.3502 : 9%|▉ | 301/3201 [00:04<00:44, 65.25it/s] 3500 24.3502 : 10%|▉ | 308/3201 [00:04<00:43, 65.99it/s] 3500 24.3502 : 10%|▉ | 316/3201 [00:04<00:42, 67.47it/s] 3520 23.7513 : 10%|▉ | 316/3201 [00:04<00:42, 67.47it/s] 3520 23.7513 : 10%|█ | 324/3201 [00:04<00:41, 68.74it/s] 3520 23.7513 : 10%|█ | 332/3201 [00:05<00:41, 69.33it/s] 3540 24.6024 : 10%|█ | 332/3201 [00:05<00:41, 69.33it/s] 3540 24.6024 : 11%|█ | 340/3201 [00:05<00:41, 69.37it/s] 3540 24.6024 : 11%|█ | 347/3201 [00:05<00:41, 68.38it/s] 3540 24.6024 : 11%|█ | 354/3201 [00:05<00:42, 66.59it/s] 3560 25.1776 : 11%|█ | 354/3201 [00:05<00:42, 66.59it/s] 3560 25.1776 : 11%|█▏ | 361/3201 [00:05<00:44, 64.34it/s] 3560 25.1776 : 11%|█▏ | 368/3201 [00:05<00:44, 63.45it/s] 3560 25.1776 : 12%|█▏ | 375/3201 [00:05<00:44, 62.91it/s] 3580 22.0617 : 12%|█▏ | 375/3201 [00:05<00:44, 62.91it/s] 3580 22.0617 : 12%|█▏ | 382/3201 [00:05<00:44, 62.83it/s] 3580 22.0617 : 12%|█▏ | 389/3201 [00:06<00:43, 64.05it/s] 3580 22.0617 : 12%|█▏ | 396/3201 [00:06<00:43, 65.02it/s] 3600 25.2638 : 12%|█▏ | 396/3201 [00:06<00:43, 65.02it/s] 3600 25.2638 : 13%|█▎ | 403/3201 [00:06<00:43, 65.03it/s] 3600 25.2638 : 13%|█▎ | 410/3201 [00:06<00:42, 66.13it/s] 3600 25.2638 : 13%|█▎ | 418/3201 [00:06<00:40, 68.50it/s] 3620 25.3180 : 13%|█▎ | 418/3201 [00:06<00:40, 68.50it/s] 3620 25.3180 : 13%|█▎ | 426/3201 [00:06<00:40, 69.14it/s] 3620 25.3180 : 14%|█▎ | 433/3201 [00:06<00:40, 67.61it/s] 3640 24.9670 : 14%|█▎ | 433/3201 [00:06<00:40, 67.61it/s] 3640 24.9670 : 14%|█▎ | 440/3201 [00:06<00:42, 65.63it/s] 3640 24.9670 : 14%|█▍ | 447/3201 [00:06<00:42, 64.59it/s] 3640 24.9670 : 14%|█▍ | 454/3201 [00:06<00:42, 64.56it/s] 3660 23.9848 : 14%|█▍ | 454/3201 [00:07<00:42, 64.56it/s] 3660 23.9848 : 14%|█▍ | 461/3201 [00:07<00:42, 64.10it/s] 3660 23.9848 : 15%|█▍ | 468/3201 [00:07<00:42, 63.94it/s] 3660 23.9848 : 15%|█▍ | 475/3201 [00:07<00:43, 63.39it/s] 3680 25.1801 : 15%|█▍ | 475/3201 [00:07<00:43, 63.39it/s] 3680 25.1801 : 15%|█▌ | 482/3201 [00:07<00:43, 62.99it/s] 3680 25.1801 : 15%|█▌ | 489/3201 [00:07<00:43, 62.51it/s] 3680 25.1801 : 15%|█▌ | 496/3201 [00:07<00:44, 61.33it/s] 3700 24.3533 : 15%|█▌ | 496/3201 [00:07<00:44, 61.33it/s] 3700 24.3533 : 16%|█▌ | 503/3201 [00:07<00:46, 58.54it/s] 3700 24.3533 : 16%|█▌ | 509/3201 [00:07<00:48, 55.79it/s] 3700 24.3533 : 16%|█▌ | 515/3201 [00:08<00:49, 53.99it/s] 3720 23.1744 : 16%|█▌ | 515/3201 [00:08<00:49, 53.99it/s] 3720 23.1744 : 16%|█▋ | 521/3201 [00:08<00:50, 53.27it/s] 3720 23.1744 : 16%|█▋ | 527/3201 [00:08<00:49, 53.91it/s] 3720 23.1744 : 17%|█▋ | 533/3201 [00:08<00:49, 53.50it/s] 3720 23.1744 : 17%|█▋ | 539/3201 [00:08<00:48, 54.33it/s] 3740 26.3701 : 17%|█▋ | 539/3201 [00:08<00:48, 54.33it/s] 3740 26.3701 : 17%|█▋ | 545/3201 [00:08<00:49, 54.04it/s] 3740 26.3701 : 17%|█▋ | 551/3201 [00:08<00:47, 55.42it/s] 3740 26.3701 : 17%|█▋ | 557/3201 [00:08<00:46, 56.27it/s] 3760 26.1661 : 17%|█▋ | 557/3201 [00:08<00:46, 56.27it/s] 3760 26.1661 : 18%|█▊ | 564/3201 [00:08<00:45, 57.64it/s] 3760 26.1661 : 18%|█▊ | 571/3201 [00:09<00:44, 58.88it/s] 3760 26.1661 : 18%|█▊ | 577/3201 [00:09<00:44, 58.61it/s] 3780 23.9581 : 18%|█▊ | 577/3201 [00:09<00:44, 58.61it/s] 3780 23.9581 : 18%|█▊ | 583/3201 [00:09<00:45, 57.33it/s] 3780 23.9581 : 18%|█▊ | 589/3201 [00:09<00:46, 55.96it/s] 3780 23.9581 : 19%|█▊ | 595/3201 [00:09<00:47, 54.31it/s] 3800 24.3812 : 19%|█▊ | 595/3201 [00:09<00:47, 54.31it/s] 3800 24.3812 : 19%|█▉ | 601/3201 [00:09<00:49, 52.94it/s] 3800 24.3812 : 19%|█▉ | 607/3201 [00:09<00:49, 52.56it/s] 3800 24.3812 : 19%|█▉ | 614/3201 [00:09<00:46, 55.85it/s] 3820 20.8100 : 19%|█▉ | 614/3201 [00:09<00:46, 55.85it/s] 3820 20.8100 : 19%|█▉ | 622/3201 [00:09<00:42, 61.27it/s] 3820 20.8100 : 20%|█▉ | 630/3201 [00:10<00:39, 65.31it/s] 3820 20.8100 : 20%|█▉ | 638/3201 [00:10<00:37, 67.68it/s] 3840 24.0141 : 20%|█▉ | 638/3201 [00:10<00:37, 67.68it/s] 3840 24.0141 : 20%|██ | 646/3201 [00:10<00:37, 68.68it/s] 3840 24.0141 : 20%|██ | 654/3201 [00:10<00:36, 69.46it/s] 3860 25.6237 : 20%|██ | 654/3201 [00:10<00:36, 69.46it/s] 3860 25.6237 : 21%|██ | 661/3201 [00:10<00:37, 67.69it/s] 3860 25.6237 : 21%|██ | 668/3201 [00:10<00:38, 65.66it/s] 3860 25.6237 : 21%|██ | 675/3201 [00:10<00:38, 64.94it/s] 3880 23.3143 : 21%|██ | 675/3201 [00:10<00:38, 64.94it/s] 3880 23.3143 : 21%|██▏ | 682/3201 [00:10<00:38, 64.68it/s] 3880 23.3143 : 22%|██▏ | 689/3201 [00:10<00:38, 64.80it/s] 3880 23.3143 : 22%|██▏ | 696/3201 [00:11<00:38, 65.61it/s] 3900 25.8662 : 22%|██▏ | 696/3201 [00:11<00:38, 65.61it/s] 3900 25.8662 : 22%|██▏ | 703/3201 [00:11<00:37, 66.23it/s] 3900 25.8662 : 22%|██▏ | 710/3201 [00:11<00:37, 67.16it/s] 3900 25.8662 : 22%|██▏ | 717/3201 [00:11<00:36, 67.96it/s] 3920 25.3375 : 22%|██▏ | 717/3201 [00:11<00:36, 67.96it/s] 3920 25.3375 : 23%|██▎ | 725/3201 [00:11<00:35, 69.26it/s] 3920 25.3375 : 23%|██▎ | 733/3201 [00:11<00:35, 70.31it/s] 3940 24.9070 : 23%|██▎ | 733/3201 [00:11<00:35, 70.31it/s] 3940 24.9070 : 23%|██▎ | 741/3201 [00:11<00:35, 69.41it/s] 3940 24.9070 : 23%|██▎ | 748/3201 [00:11<00:36, 67.78it/s] 3940 24.9070 : 24%|██▎ | 755/3201 [00:11<00:37, 65.50it/s] 3960 25.5646 : 24%|██▎ | 755/3201 [00:11<00:37, 65.50it/s] 3960 25.5646 : 24%|██▍ | 762/3201 [00:12<00:37, 64.43it/s] 3960 25.5646 : 24%|██▍ | 771/3201 [00:12<00:34, 70.58it/s] 3980 23.7703 : 24%|██▍ | 771/3201 [00:12<00:34, 70.58it/s] 3980 23.7703 : 24%|██▍ | 780/3201 [00:12<00:32, 75.56it/s] 3980 23.7703 : 25%|██▍ | 789/3201 [00:12<00:30, 78.45it/s] 3980 23.7703 : 25%|██▍ | 798/3201 [00:12<00:30, 79.82it/s] 4000 23.0190 : 25%|██▍ | 798/3201 [00:12<00:30, 79.82it/s] 4000 23.0190 : 25%|██▌ | 807/3201 [00:12<00:30, 79.32it/s] 4000 23.0190 : 25%|██▌ | 815/3201 [00:12<00:30, 77.13it/s] 4020 25.6341 : 25%|██▌ | 815/3201 [00:12<00:30, 77.13it/s] 4020 25.6341 : 26%|██▌ | 823/3201 [00:12<00:31, 75.85it/s] 4020 25.6341 : 26%|██▌ | 831/3201 [00:12<00:31, 75.95it/s] 4020 25.6341 : 26%|██▌ | 839/3201 [00:12<00:31, 75.85it/s] 4040 23.7984 : 26%|██▌ | 839/3201 [00:12<00:31, 75.85it/s] 4040 23.7984 : 26%|██▋ | 847/3201 [00:13<00:30, 76.52it/s] 4040 23.7984 : 27%|██▋ | 855/3201 [00:13<00:30, 77.31it/s] 4060 26.2141 : 27%|██▋ | 855/3201 [00:13<00:30, 77.31it/s] 4060 26.2141 : 27%|██▋ | 864/3201 [00:13<00:29, 78.34it/s] 4060 26.2141 : 27%|██▋ | 873/3201 [00:13<00:29, 80.19it/s] 4080 24.2419 : 27%|██▋ | 873/3201 [00:13<00:29, 80.19it/s] 4080 24.2419 : 28%|██▊ | 882/3201 [00:13<00:28, 81.62it/s] 4080 24.2419 : 28%|██▊ | 891/3201 [00:13<00:28, 80.74it/s] 4100 24.8735 : 28%|██▊ | 891/3201 [00:13<00:28, 80.74it/s] 4100 24.8735 : 28%|██▊ | 900/3201 [00:13<00:29, 78.64it/s] 4100 24.8735 : 28%|██▊ | 908/3201 [00:13<00:29, 77.27it/s] 4100 24.8735 : 29%|██▊ | 916/3201 [00:13<00:29, 77.32it/s] 4120 23.7020 : 29%|██▊ | 916/3201 [00:13<00:29, 77.32it/s] 4120 23.7020 : 29%|██▉ | 927/3201 [00:14<00:26, 84.51it/s] 4120 23.7020 : 29%|██▉ | 938/3201 [00:14<00:25, 89.28it/s] 4140 23.4685 : 29%|██▉ | 938/3201 [00:14<00:25, 89.28it/s] 4140 23.4685 : 30%|██▉ | 948/3201 [00:14<00:24, 91.46it/s] 4140 23.4685 : 30%|██▉ | 958/3201 [00:14<00:24, 92.54it/s] 4160 24.7562 : 30%|██▉ | 958/3201 [00:14<00:24, 92.54it/s] 4160 24.7562 : 30%|███ | 968/3201 [00:14<00:24, 90.59it/s] 4160 24.7562 : 31%|███ | 978/3201 [00:14<00:24, 89.05it/s] 4180 24.8512 : 31%|███ | 978/3201 [00:14<00:24, 89.05it/s] 4180 24.8512 : 31%|███ | 987/3201 [00:14<00:24, 88.76it/s] 4180 24.8512 : 31%|███ | 997/3201 [00:14<00:24, 89.73it/s] 4200 24.0920 : 31%|███ | 997/3201 [00:14<00:24, 89.73it/s] 4200 24.0920 : 31%|███▏ | 1007/3201 [00:14<00:24, 91.15it/s] 4200 24.0920 : 32%|███▏ | 1017/3201 [00:15<00:23, 92.07it/s] 4220 24.7862 : 32%|███▏ | 1017/3201 [00:15<00:23, 92.07it/s] 4220 24.7862 : 32%|███▏ | 1028/3201 [00:15<00:22, 94.57it/s] 4220 24.7862 : 32%|███▏ | 1038/3201 [00:15<00:22, 95.75it/s] 4240 24.2902 : 32%|███▏ | 1038/3201 [00:15<00:22, 95.75it/s] 4240 24.2902 : 33%|███▎ | 1048/3201 [00:15<00:22, 94.85it/s] 4240 24.2902 : 33%|███▎ | 1058/3201 [00:15<00:22, 93.52it/s] 4260 24.5311 : 33%|███▎ | 1058/3201 [00:15<00:22, 93.52it/s] 4260 24.5311 : 33%|███▎ | 1068/3201 [00:15<00:23, 92.02it/s] 4260 24.5311 : 34%|███▎ | 1078/3201 [00:15<00:23, 92.29it/s] 4280 22.2414 : 34%|███▎ | 1078/3201 [00:15<00:23, 92.29it/s] 4280 22.2414 : 34%|███▍ | 1088/3201 [00:15<00:22, 91.89it/s] 4280 22.2414 : 34%|███▍ | 1098/3201 [00:15<00:23, 90.88it/s] 4300 23.2087 : 34%|███▍ | 1098/3201 [00:15<00:23, 90.88it/s] 4300 23.2087 : 35%|███▍ | 1108/3201 [00:16<00:23, 89.23it/s] 4300 23.2087 : 35%|███▍ | 1117/3201 [00:16<00:24, 85.30it/s] 4320 24.2649 : 35%|███▍ | 1117/3201 [00:16<00:24, 85.30it/s] 4320 24.2649 : 35%|███▌ | 1126/3201 [00:16<00:25, 82.26it/s] 4320 24.2649 : 35%|███▌ | 1135/3201 [00:16<00:25, 80.53it/s] 4340 23.6425 : 35%|███▌ | 1135/3201 [00:16<00:25, 80.53it/s] 4340 23.6425 : 36%|███▌ | 1144/3201 [00:16<00:25, 79.83it/s] 4340 23.6425 : 36%|███▌ | 1153/3201 [00:16<00:25, 80.21it/s] 4360 25.4534 : 36%|███▌ | 1153/3201 [00:16<00:25, 80.21it/s] 4360 25.4534 : 36%|███▋ | 1162/3201 [00:16<00:25, 81.13it/s] 4360 25.4534 : 37%|███▋ | 1171/3201 [00:16<00:24, 82.67it/s] 4380 22.7371 : 37%|███▋ | 1171/3201 [00:16<00:24, 82.67it/s] 4380 22.7371 : 37%|███▋ | 1180/3201 [00:16<00:24, 83.73it/s] 4380 22.7371 : 37%|███▋ | 1189/3201 [00:17<00:23, 85.19it/s] 4380 22.7371 : 37%|███▋ | 1198/3201 [00:17<00:23, 83.53it/s] 4400 22.6325 : 37%|███▋ | 1198/3201 [00:17<00:23, 83.53it/s] 4400 22.6325 : 38%|███▊ | 1207/3201 [00:17<00:24, 82.59it/s] 4400 22.6325 : 38%|███▊ | 1216/3201 [00:17<00:24, 81.26it/s] 4420 20.3078 : 38%|███▊ | 1216/3201 [00:17<00:24, 81.26it/s] 4420 20.3078 : 38%|███▊ | 1225/3201 [00:17<00:24, 82.26it/s] 4420 20.3078 : 39%|███▊ | 1235/3201 [00:17<00:22, 85.49it/s] 4440 22.3305 : 39%|███▊ | 1235/3201 [00:17<00:22, 85.49it/s] 4440 22.3305 : 39%|███▉ | 1245/3201 [00:17<00:22, 86.92it/s] 4440 22.3305 : 39%|███▉ | 1254/3201 [00:17<00:22, 87.06it/s] 4460 23.9037 : 39%|███▉ | 1254/3201 [00:17<00:22, 87.06it/s] 4460 23.9037 : 39%|███▉ | 1263/3201 [00:17<00:22, 86.47it/s] 4460 23.9037 : 40%|███▉ | 1272/3201 [00:18<00:22, 84.35it/s] 4480 25.9040 : 40%|███▉ | 1272/3201 [00:18<00:22, 84.35it/s] 4480 25.9040 : 40%|████ | 1281/3201 [00:18<00:23, 81.45it/s] 4480 25.9040 : 40%|████ | 1290/3201 [00:18<00:23, 80.38it/s] 4480 25.9040 : 41%|████ | 1299/3201 [00:18<00:23, 79.59it/s] 4500 23.4800 : 41%|████ | 1299/3201 [00:18<00:23, 79.59it/s] 4500 23.4800 : 41%|████ | 1307/3201 [00:18<00:23, 79.57it/s] 4500 23.4800 : 41%|████ | 1316/3201 [00:18<00:23, 80.83it/s] 4520 27.1893 : 41%|████ | 1316/3201 [00:18<00:23, 80.83it/s] 4520 27.1893 : 41%|████▏ | 1325/3201 [00:18<00:22, 82.26it/s] 4520 27.1893 : 42%|████▏ | 1334/3201 [00:18<00:22, 83.35it/s] 4540 23.6405 : 42%|████▏ | 1334/3201 [00:18<00:22, 83.35it/s] 4540 23.6405 : 42%|████▏ | 1343/3201 [00:18<00:22, 83.73it/s] 4540 23.6405 : 42%|████▏ | 1352/3201 [00:18<00:21, 84.46it/s] 4560 24.2092 : 42%|████▏ | 1352/3201 [00:19<00:21, 84.46it/s] 4560 24.2092 : 43%|████▎ | 1361/3201 [00:19<00:22, 82.92it/s] 4560 24.2092 : 43%|████▎ | 1370/3201 [00:19<00:22, 81.89it/s] 4580 20.5498 : 43%|████▎ | 1370/3201 [00:19<00:22, 81.89it/s] 4580 20.5498 : 43%|████▎ | 1380/3201 [00:19<00:21, 86.55it/s] 4580 20.5498 : 43%|████▎ | 1391/3201 [00:19<00:19, 91.17it/s] 4600 21.3193 : 43%|████▎ | 1391/3201 [00:19<00:19, 91.17it/s] 4600 21.3193 : 44%|████▍ | 1401/3201 [00:19<00:19, 92.87it/s] 4600 21.3193 : 44%|████▍ | 1411/3201 [00:19<00:18, 94.37it/s] 4620 22.9334 : 44%|████▍ | 1411/3201 [00:19<00:18, 94.37it/s] 4620 22.9334 : 44%|████▍ | 1421/3201 [00:19<00:18, 93.77it/s] 4620 22.9334 : 45%|████▍ | 1431/3201 [00:19<00:19, 91.11it/s] 4640 23.5402 : 45%|████▍ | 1431/3201 [00:19<00:19, 91.11it/s] 4640 23.5402 : 45%|████▌ | 1441/3201 [00:19<00:19, 90.42it/s] 4640 23.5402 : 45%|████▌ | 1451/3201 [00:20<00:19, 90.34it/s] 4660 23.7179 : 45%|████▌ | 1451/3201 [00:20<00:19, 90.34it/s] 4660 23.7179 : 46%|████▌ | 1461/3201 [00:20<00:19, 91.14it/s] 4660 23.7179 : 46%|████▌ | 1471/3201 [00:20<00:18, 92.75it/s] 4680 24.3351 : 46%|████▌ | 1471/3201 [00:20<00:18, 92.75it/s] 4680 24.3351 : 46%|████▋ | 1481/3201 [00:20<00:18, 94.53it/s] 4680 24.3351 : 47%|████▋ | 1491/3201 [00:20<00:17, 95.55it/s] 4700 23.8703 : 47%|████▋ | 1491/3201 [00:20<00:17, 95.55it/s] 4700 23.8703 : 47%|████▋ | 1501/3201 [00:20<00:17, 95.75it/s] 4700 23.8703 : 47%|████▋ | 1511/3201 [00:20<00:17, 94.54it/s] 4720 24.4746 : 47%|████▋ | 1511/3201 [00:20<00:17, 94.54it/s] 4720 24.4746 : 48%|████▊ | 1521/3201 [00:20<00:18, 92.87it/s] 4720 24.4746 : 48%|████▊ | 1533/3201 [00:20<00:16, 98.33it/s] 4740 22.5925 : 48%|████▊ | 1533/3201 [00:20<00:16, 98.33it/s] 4740 22.5925 : 48%|████▊ | 1546/3201 [00:21<00:15, 105.34it/s] 4740 22.5925 : 49%|████▊ | 1558/3201 [00:21<00:15, 108.89it/s] 4760 22.5669 : 49%|████▊ | 1558/3201 [00:21<00:15, 108.89it/s] 4760 22.5669 : 49%|████▉ | 1570/3201 [00:21<00:14, 110.09it/s] 4780 25.3209 : 49%|████▉ | 1570/3201 [00:21<00:14, 110.09it/s] 4780 25.3209 : 49%|████▉ | 1582/3201 [00:21<00:14, 108.72it/s] 4780 25.3209 : 50%|████▉ | 1593/3201 [00:21<00:14, 108.88it/s] 4800 24.0392 : 50%|████▉ | 1593/3201 [00:21<00:14, 108.88it/s] 4800 24.0392 : 50%|█████ | 1604/3201 [00:21<00:14, 108.87it/s] 4800 24.0392 : 50%|█████ | 1616/3201 [00:21<00:14, 109.66it/s] 4820 26.3163 : 50%|█████ | 1616/3201 [00:21<00:14, 109.66it/s] 4820 26.3163 : 51%|█████ | 1628/3201 [00:21<00:14, 111.11it/s] 4840 24.7346 : 51%|█████ | 1628/3201 [00:21<00:14, 111.11it/s] 4840 24.7346 : 51%|█████ | 1640/3201 [00:21<00:14, 111.15it/s] 4840 24.7346 : 52%|█████▏ | 1652/3201 [00:21<00:13, 112.11it/s] 4860 24.4944 : 52%|█████▏ | 1652/3201 [00:22<00:13, 112.11it/s] 4860 24.4944 : 52%|█████▏ | 1664/3201 [00:22<00:13, 110.70it/s] 4860 24.4944 : 52%|█████▏ | 1676/3201 [00:22<00:13, 109.44it/s] 4880 23.0004 : 52%|█████▏ | 1676/3201 [00:22<00:13, 109.44it/s] 4880 23.0004 : 53%|█████▎ | 1687/3201 [00:22<00:13, 108.49it/s] 4880 23.0004 : 53%|█████▎ | 1698/3201 [00:22<00:13, 107.87it/s] 4900 23.4295 : 53%|█████▎ | 1698/3201 [00:22<00:13, 107.87it/s] 4900 23.4295 : 53%|█████▎ | 1709/3201 [00:22<00:13, 106.83it/s] 4920 24.2108 : 53%|█████▎ | 1709/3201 [00:22<00:13, 106.83it/s] 4920 24.2108 : 54%|█████▎ | 1720/3201 [00:22<00:14, 105.06it/s] 4920 24.2108 : 54%|█████▍ | 1731/3201 [00:22<00:14, 101.34it/s] 4940 23.7200 : 54%|█████▍ | 1731/3201 [00:22<00:14, 101.34it/s] 4940 23.7200 : 54%|█████▍ | 1742/3201 [00:22<00:14, 99.38it/s] 4940 23.7200 : 55%|█████▍ | 1752/3201 [00:22<00:14, 98.72it/s] 4960 25.0170 : 55%|█████▍ | 1752/3201 [00:23<00:14, 98.72it/s] 4960 25.0170 : 55%|█████▌ | 1762/3201 [00:23<00:14, 98.44it/s] 4960 25.0170 : 55%|█████▌ | 1772/3201 [00:23<00:14, 98.85it/s] 4980 25.5811 : 55%|█████▌ | 1772/3201 [00:23<00:14, 98.85it/s] 4980 25.5811 : 56%|█████▌ | 1783/3201 [00:23<00:14, 100.42it/s] 4980 25.5811 : 56%|█████▌ | 1794/3201 [00:23<00:13, 102.02it/s] 5000 24.3996 : 56%|█████▌ | 1794/3201 [00:23<00:13, 102.02it/s] 5000 24.3996 : 56%|█████▋ | 1805/3201 [00:23<00:13, 102.43it/s] 5000 24.3996 : 57%|█████▋ | 1816/3201 [00:23<00:13, 100.94it/s] 5020 24.8549 : 57%|█████▋ | 1816/3201 [00:23<00:13, 100.94it/s] 5020 24.8549 : 57%|█████▋ | 1827/3201 [00:23<00:13, 99.01it/s] 5020 24.8549 : 57%|█████▋ | 1837/3201 [00:23<00:14, 94.40it/s] 5040 22.6000 : 57%|█████▋ | 1837/3201 [00:23<00:14, 94.40it/s] 5040 22.6000 : 58%|█████▊ | 1847/3201 [00:23<00:14, 90.81it/s] 5040 22.6000 : 58%|█████▊ | 1857/3201 [00:24<00:15, 87.57it/s] 5060 24.0438 : 58%|█████▊ | 1857/3201 [00:24<00:15, 87.57it/s] 5060 24.0438 : 58%|█████▊ | 1866/3201 [00:24<00:15, 85.22it/s] 5060 24.0438 : 59%|█████▊ | 1875/3201 [00:24<00:16, 81.72it/s] 5080 24.1035 : 59%|█████▊ | 1875/3201 [00:24<00:16, 81.72it/s] 5080 24.1035 : 59%|█████▉ | 1884/3201 [00:24<00:16, 78.39it/s] 5080 24.1035 : 59%|█████▉ | 1892/3201 [00:24<00:16, 77.77it/s] 5100 24.3221 : 59%|█████▉ | 1892/3201 [00:24<00:16, 77.77it/s] 5100 24.3221 : 59%|█████▉ | 1900/3201 [00:24<00:16, 77.54it/s] 5100 24.3221 : 60%|█████▉ | 1908/3201 [00:24<00:16, 77.37it/s] 5100 24.3221 : 60%|█████▉ | 1916/3201 [00:24<00:16, 77.45it/s] 5120 26.6220 : 60%|█████▉ | 1916/3201 [00:24<00:16, 77.45it/s] 5120 26.6220 : 60%|██████ | 1924/3201 [00:24<00:16, 77.88it/s] 5120 26.6220 : 60%|██████ | 1933/3201 [00:25<00:15, 79.39it/s] 5140 24.9975 : 60%|██████ | 1933/3201 [00:25<00:15, 79.39it/s] 5140 24.9975 : 61%|██████ | 1942/3201 [00:25<00:15, 80.19it/s] 5140 24.9975 : 61%|██████ | 1951/3201 [00:25<00:15, 80.36it/s] 5160 26.5609 : 61%|██████ | 1951/3201 [00:25<00:15, 80.36it/s] 5160 26.5609 : 61%|██████ | 1960/3201 [00:25<00:15, 79.39it/s] 5160 26.5609 : 61%|██████▏ | 1968/3201 [00:25<00:15, 77.08it/s] 5160 26.5609 : 62%|██████▏ | 1976/3201 [00:25<00:16, 75.34it/s] 5180 24.2770 : 62%|██████▏ | 1976/3201 [00:25<00:16, 75.34it/s] 5180 24.2770 : 62%|██████▏ | 1984/3201 [00:25<00:16, 73.76it/s] 5180 24.2770 : 62%|██████▏ | 1992/3201 [00:25<00:16, 71.72it/s] 5200 23.0097 : 62%|██████▏ | 1992/3201 [00:25<00:16, 71.72it/s] 5200 23.0097 : 62%|██████▏ | 2000/3201 [00:25<00:17, 70.28it/s] 5200 23.0097 : 63%|██████▎ | 2008/3201 [00:26<00:17, 69.37it/s] 5200 23.0097 : 63%|██████▎ | 2015/3201 [00:26<00:17, 67.72it/s] 5220 23.8698 : 63%|██████▎ | 2015/3201 [00:26<00:17, 67.72it/s] 5220 23.8698 : 63%|██████▎ | 2022/3201 [00:26<00:17, 66.11it/s] 5220 23.8698 : 63%|██████▎ | 2029/3201 [00:26<00:18, 64.23it/s] 5220 23.8698 : 64%|██████▎ | 2036/3201 [00:26<00:18, 62.10it/s] 5240 22.4548 : 64%|██████▎ | 2036/3201 [00:26<00:18, 62.10it/s] 5240 22.4548 : 64%|██████▍ | 2043/3201 [00:26<00:18, 61.27it/s] 5240 22.4548 : 64%|██████▍ | 2050/3201 [00:26<00:18, 61.34it/s] 5240 22.4548 : 64%|██████▍ | 2057/3201 [00:26<00:18, 61.88it/s] 5260 25.1397 : 64%|██████▍ | 2057/3201 [00:26<00:18, 61.88it/s] 5260 25.1397 : 64%|██████▍ | 2064/3201 [00:27<00:18, 61.82it/s] 5260 25.1397 : 65%|██████▍ | 2071/3201 [00:27<00:18, 61.67it/s] 5260 25.1397 : 65%|██████▍ | 2078/3201 [00:27<00:18, 62.29it/s] 5280 24.0596 : 65%|██████▍ | 2078/3201 [00:27<00:18, 62.29it/s] 5280 24.0596 : 65%|██████▌ | 2085/3201 [00:27<00:17, 63.03it/s] 5280 24.0596 : 65%|██████▌ | 2092/3201 [00:27<00:17, 63.81it/s] 5280 24.0596 : 66%|██████▌ | 2099/3201 [00:27<00:17, 63.91it/s] 5300 22.6564 : 66%|██████▌ | 2099/3201 [00:27<00:17, 63.91it/s] 5300 22.6564 : 66%|██████▌ | 2106/3201 [00:27<00:17, 63.67it/s] 5300 22.6564 : 66%|██████▌ | 2113/3201 [00:27<00:17, 62.31it/s] 5320 22.6525 : 66%|██████▌ | 2113/3201 [00:27<00:17, 62.31it/s] 5320 22.6525 : 66%|██████▌ | 2120/3201 [00:27<00:17, 60.58it/s] 5320 22.6525 : 66%|██████▋ | 2127/3201 [00:28<00:18, 59.15it/s] 5320 22.6525 : 67%|██████▋ | 2133/3201 [00:28<00:18, 57.86it/s] 5340 19.8258 : 67%|██████▋ | 2133/3201 [00:28<00:18, 57.86it/s] 5340 19.8258 : 67%|██████▋ | 2142/3201 [00:28<00:15, 66.36it/s] 5340 19.8258 : 67%|██████▋ | 2152/3201 [00:28<00:13, 75.42it/s] 5360 21.5081 : 67%|██████▋ | 2152/3201 [00:28<00:13, 75.42it/s] 5360 21.5081 : 68%|██████▊ | 2162/3201 [00:28<00:12, 80.84it/s] 5360 21.5081 : 68%|██████▊ | 2172/3201 [00:28<00:11, 86.02it/s] 5380 22.7156 : 68%|██████▊ | 2172/3201 [00:28<00:11, 86.02it/s] 5380 22.7156 : 68%|██████▊ | 2182/3201 [00:28<00:11, 87.49it/s] 5380 22.7156 : 68%|██████▊ | 2191/3201 [00:28<00:11, 86.06it/s] 5400 23.0208 : 68%|██████▊ | 2191/3201 [00:28<00:11, 86.06it/s] 5400 23.0208 : 69%|██████▊ | 2200/3201 [00:28<00:11, 84.91it/s] 5400 23.0208 : 69%|██████▉ | 2209/3201 [00:28<00:11, 85.60it/s] 5400 23.0208 : 69%|██████▉ | 2218/3201 [00:29<00:11, 85.86it/s] 5420 23.8782 : 69%|██████▉ | 2218/3201 [00:29<00:11, 85.86it/s] 5420 23.8782 : 70%|██████▉ | 2227/3201 [00:29<00:11, 86.44it/s] 5420 23.8782 : 70%|██████▉ | 2237/3201 [00:29<00:10, 87.75it/s] 5440 23.0223 : 70%|██████▉ | 2237/3201 [00:29<00:10, 87.75it/s] 5440 23.0223 : 70%|███████ | 2246/3201 [00:29<00:10, 88.31it/s] 5440 23.0223 : 70%|███████ | 2255/3201 [00:29<00:10, 88.36it/s] 5460 22.0570 : 70%|███████ | 2255/3201 [00:29<00:10, 88.36it/s] 5460 22.0570 : 71%|███████ | 2264/3201 [00:29<00:10, 88.23it/s] 5460 22.0570 : 71%|███████ | 2273/3201 [00:29<00:10, 86.71it/s] 5480 24.3108 : 71%|███████ | 2273/3201 [00:29<00:10, 86.71it/s] 5480 24.3108 : 71%|███████▏ | 2282/3201 [00:29<00:10, 85.33it/s] 5480 24.3108 : 72%|███████▏ | 2291/3201 [00:29<00:10, 84.07it/s] 5500 21.9869 : 72%|███████▏ | 2291/3201 [00:30<00:10, 84.07it/s] 5500 21.9869 : 72%|███████▏ | 2300/3201 [00:30<00:10, 84.45it/s] 5500 21.9869 : 72%|███████▏ | 2309/3201 [00:30<00:10, 85.48it/s] 5500 21.9869 : 72%|███████▏ | 2318/3201 [00:30<00:10, 86.02it/s] 5520 23.2151 : 72%|███████▏ | 2318/3201 [00:30<00:10, 86.02it/s] 5520 23.2151 : 73%|███████▎ | 2327/3201 [00:30<00:10, 85.22it/s] 5520 23.2151 : 73%|███████▎ | 2336/3201 [00:30<00:10, 83.24it/s] 5540 24.3593 : 73%|███████▎ | 2336/3201 [00:30<00:10, 83.24it/s] 5540 24.3593 : 73%|███████▎ | 2345/3201 [00:30<00:10, 79.48it/s] 5540 24.3593 : 74%|███████▎ | 2353/3201 [00:30<00:10, 77.93it/s] 5560 25.5905 : 74%|███████▎ | 2353/3201 [00:30<00:10, 77.93it/s] 5560 25.5905 : 74%|███████▍ | 2361/3201 [00:30<00:10, 77.48it/s] 5560 25.5905 : 74%|███████▍ | 2369/3201 [00:30<00:10, 77.38it/s] 5560 25.5905 : 74%|███████▍ | 2377/3201 [00:31<00:10, 78.10it/s] 5580 23.3613 : 74%|███████▍ | 2377/3201 [00:31<00:10, 78.10it/s] 5580 23.3613 : 75%|███████▍ | 2385/3201 [00:31<00:10, 78.54it/s] 5580 23.3613 : 75%|███████▍ | 2393/3201 [00:31<00:10, 78.84it/s] 5600 24.0882 : 75%|███████▍ | 2393/3201 [00:31<00:10, 78.84it/s] 5600 24.0882 : 75%|███████▌ | 2401/3201 [00:31<00:10, 79.16it/s] 5600 24.0882 : 75%|███████▌ | 2409/3201 [00:31<00:10, 79.14it/s] 5600 24.0882 : 76%|███████▌ | 2417/3201 [00:31<00:09, 78.56it/s] 5620 22.6081 : 76%|███████▌ | 2417/3201 [00:31<00:09, 78.56it/s] 5620 22.6081 : 76%|███████▌ | 2425/3201 [00:31<00:09, 78.27it/s] 5620 22.6081 : 76%|███████▌ | 2433/3201 [00:31<00:09, 78.03it/s] 5640 19.9298 : 76%|███████▌ | 2433/3201 [00:31<00:09, 78.03it/s] 5640 19.9298 : 76%|███████▋ | 2441/3201 [00:31<00:10, 75.70it/s] 5640 19.9298 : 77%|███████▋ | 2449/3201 [00:31<00:10, 72.55it/s] 5640 19.9298 : 77%|███████▋ | 2457/3201 [00:32<00:10, 70.53it/s] 5660 20.4371 : 77%|███████▋ | 2457/3201 [00:32<00:10, 70.53it/s] 5660 20.4371 : 77%|███████▋ | 2465/3201 [00:32<00:10, 69.19it/s] 5660 20.4371 : 77%|███████▋ | 2472/3201 [00:32<00:10, 68.13it/s] 5660 20.4371 : 77%|███████▋ | 2479/3201 [00:32<00:10, 66.52it/s] 5680 23.2313 : 77%|███████▋ | 2479/3201 [00:32<00:10, 66.52it/s] 5680 23.2313 : 78%|███████▊ | 2486/3201 [00:32<00:11, 64.60it/s] 5680 23.2313 : 78%|███████▊ | 2493/3201 [00:32<00:11, 62.55it/s] 5700 25.1059 : 78%|███████▊ | 2493/3201 [00:32<00:11, 62.55it/s] 5700 25.1059 : 78%|███████▊ | 2500/3201 [00:32<00:11, 60.52it/s] 5700 25.1059 : 78%|███████▊ | 2507/3201 [00:32<00:11, 58.33it/s] 5700 25.1059 : 79%|███████▊ | 2513/3201 [00:33<00:11, 57.67it/s] 5700 25.1059 : 79%|███████▊ | 2519/3201 [00:33<00:12, 55.80it/s] 5720 26.9565 : 79%|███████▊ | 2519/3201 [00:33<00:12, 55.80it/s] 5720 26.9565 : 79%|███████▉ | 2525/3201 [00:33<00:12, 56.12it/s] 5720 26.9565 : 79%|███████▉ | 2531/3201 [00:33<00:11, 56.41it/s] 5720 26.9565 : 79%|███████▉ | 2538/3201 [00:33<00:11, 57.95it/s] 5740 25.0199 : 79%|███████▉ | 2538/3201 [00:33<00:11, 57.95it/s] 5740 25.0199 : 80%|███████▉ | 2545/3201 [00:33<00:11, 58.64it/s] 5740 25.0199 : 80%|███████▉ | 2551/3201 [00:33<00:11, 58.81it/s] 5740 25.0199 : 80%|███████▉ | 2558/3201 [00:33<00:10, 59.29it/s] 5760 24.9939 : 80%|███████▉ | 2558/3201 [00:33<00:10, 59.29it/s] 5760 24.9939 : 80%|████████ | 2564/3201 [00:33<00:10, 59.24it/s] 5760 24.9939 : 80%|████████ | 2570/3201 [00:33<00:10, 59.00it/s] 5760 24.9939 : 81%|████████ | 2577/3201 [00:34<00:10, 59.74it/s] 5780 23.0655 : 81%|████████ | 2577/3201 [00:34<00:10, 59.74it/s] 5780 23.0655 : 81%|████████ | 2583/3201 [00:34<00:10, 59.81it/s] 5780 23.0655 : 81%|████████ | 2589/3201 [00:34<00:10, 58.74it/s] 5780 23.0655 : 81%|████████ | 2595/3201 [00:34<00:11, 54.75it/s] 5800 19.3082 : 81%|████████ | 2595/3201 [00:34<00:11, 54.75it/s] 5800 19.3082 : 81%|████████▏ | 2601/3201 [00:34<00:11, 53.57it/s] 5800 19.3082 : 81%|████████▏ | 2607/3201 [00:34<00:11, 52.78it/s] 5800 19.3082 : 82%|████████▏ | 2613/3201 [00:34<00:11, 51.88it/s] 5800 19.3082 : 82%|████████▏ | 2619/3201 [00:34<00:11, 51.22it/s] 5820 21.6090 : 82%|████████▏ | 2619/3201 [00:34<00:11, 51.22it/s] 5820 21.6090 : 82%|████████▏ | 2625/3201 [00:35<00:11, 50.92it/s] 5820 21.6090 : 82%|████████▏ | 2631/3201 [00:35<00:11, 50.18it/s] 5820 21.6090 : 82%|████████▏ | 2637/3201 [00:35<00:11, 49.47it/s] 5840 23.1249 : 82%|████████▏ | 2637/3201 [00:35<00:11, 49.47it/s] 5840 23.1249 : 83%|████████▎ | 2642/3201 [00:35<00:11, 49.12it/s] 5840 23.1249 : 83%|████████▎ | 2647/3201 [00:35<00:11, 49.13it/s] 5840 23.1249 : 83%|████████▎ | 2652/3201 [00:35<00:11, 48.88it/s] 5840 23.1249 : 83%|████████▎ | 2657/3201 [00:35<00:11, 48.63it/s] 5860 25.0300 : 83%|████████▎ | 2657/3201 [00:35<00:11, 48.63it/s] 5860 25.0300 : 83%|████████▎ | 2662/3201 [00:35<00:11, 46.82it/s] 5860 25.0300 : 83%|████████▎ | 2667/3201 [00:35<00:11, 46.97it/s] 5860 25.0300 : 83%|████████▎ | 2672/3201 [00:36<00:11, 45.84it/s] 5860 25.0300 : 84%|████████▎ | 2677/3201 [00:36<00:11, 46.13it/s] 5880 24.9655 : 84%|████████▎ | 2677/3201 [00:36<00:11, 46.13it/s] 5880 24.9655 : 84%|████████▍ | 2682/3201 [00:36<00:11, 45.69it/s] 5880 24.9655 : 84%|████████▍ | 2687/3201 [00:36<00:11, 46.51it/s] 5880 24.9655 : 84%|████████▍ | 2692/3201 [00:36<00:10, 47.40it/s] 5880 24.9655 : 84%|████████▍ | 2697/3201 [00:36<00:10, 48.06it/s] 5900 25.1496 : 84%|████████▍ | 2697/3201 [00:36<00:10, 48.06it/s] 5900 25.1496 : 84%|████████▍ | 2702/3201 [00:36<00:10, 48.47it/s] 5900 25.1496 : 85%|████████▍ | 2707/3201 [00:36<00:10, 48.18it/s] 5900 25.1496 : 85%|████████▍ | 2712/3201 [00:36<00:10, 48.60it/s] 5900 25.1496 : 85%|████████▍ | 2717/3201 [00:36<00:09, 48.65it/s] 5920 24.2814 : 85%|████████▍ | 2717/3201 [00:37<00:09, 48.65it/s] 5920 24.2814 : 85%|████████▌ | 2723/3201 [00:37<00:09, 49.21it/s] 5920 24.2814 : 85%|████████▌ | 2728/3201 [00:37<00:09, 49.42it/s] 5920 24.2814 : 85%|████████▌ | 2734/3201 [00:37<00:09, 49.60it/s] 5940 24.8967 : 85%|████████▌ | 2734/3201 [00:37<00:09, 49.60it/s] 5940 24.8967 : 86%|████████▌ | 2740/3201 [00:37<00:09, 49.80it/s] 5940 24.8967 : 86%|████████▌ | 2746/3201 [00:37<00:09, 50.06it/s] 5940 24.8967 : 86%|████████▌ | 2752/3201 [00:37<00:08, 50.84it/s] 5940 24.8967 : 86%|████████▌ | 2758/3201 [00:37<00:08, 52.45it/s] 5960 21.3255 : 86%|████████▌ | 2758/3201 [00:37<00:08, 52.45it/s] 5960 21.3255 : 86%|████████▋ | 2764/3201 [00:37<00:08, 53.02it/s] 5960 21.3255 : 87%|████████▋ | 2770/3201 [00:37<00:07, 53.92it/s] 5960 21.3255 : 87%|████████▋ | 2776/3201 [00:38<00:07, 54.88it/s] 5980 22.2002 : 87%|████████▋ | 2776/3201 [00:38<00:07, 54.88it/s] 5980 22.2002 : 87%|████████▋ | 2782/3201 [00:38<00:07, 54.96it/s] 5980 22.2002 : 87%|████████▋ | 2788/3201 [00:38<00:07, 53.89it/s] 5980 22.2002 : 87%|████████▋ | 2794/3201 [00:38<00:07, 52.42it/s] 6000 23.8705 : 87%|████████▋ | 2794/3201 [00:38<00:07, 52.42it/s] 6000 23.8705 : 87%|████████▋ | 2800/3201 [00:38<00:07, 51.47it/s] 6000 23.8705 : 88%|████████▊ | 2806/3201 [00:38<00:07, 50.77it/s] 6000 23.8705 : 88%|████████▊ | 2812/3201 [00:38<00:07, 50.36it/s] 6000 23.8705 : 88%|████████▊ | 2818/3201 [00:38<00:07, 50.30it/s] 6020 24.6903 : 88%|████████▊ | 2818/3201 [00:38<00:07, 50.30it/s] 6020 24.6903 : 88%|████████▊ | 2824/3201 [00:39<00:07, 49.91it/s] 6020 24.6903 : 88%|████████▊ | 2829/3201 [00:39<00:07, 49.79it/s] 6020 24.6903 : 89%|████████▊ | 2835/3201 [00:39<00:07, 50.46it/s] 6040 23.1547 : 89%|████████▊ | 2835/3201 [00:39<00:07, 50.46it/s] 6040 23.1547 : 89%|████████▉ | 2841/3201 [00:39<00:06, 52.00it/s] 6040 23.1547 : 89%|████████▉ | 2847/3201 [00:39<00:06, 52.80it/s] 6040 23.1547 : 89%|████████▉ | 2853/3201 [00:39<00:06, 53.22it/s] 6040 23.1547 : 89%|████████▉ | 2859/3201 [00:39<00:06, 52.68it/s] 6060 23.9345 : 89%|████████▉ | 2859/3201 [00:39<00:06, 52.68it/s] 6060 23.9345 : 90%|████████▉ | 2865/3201 [00:39<00:06, 53.41it/s] 6060 23.9345 : 90%|████████▉ | 2871/3201 [00:39<00:06, 52.44it/s] 6060 23.9345 : 90%|████████▉ | 2877/3201 [00:40<00:06, 51.92it/s] 6080 23.3127 : 90%|████████▉ | 2877/3201 [00:40<00:06, 51.92it/s] 6080 23.3127 : 90%|█████████ | 2883/3201 [00:40<00:06, 52.48it/s] 6080 23.3127 : 90%|█████████ | 2889/3201 [00:40<00:05, 53.02it/s] 6080 23.3127 : 90%|█████████ | 2895/3201 [00:40<00:05, 53.71it/s] 6100 22.4063 : 90%|█████████ | 2895/3201 [00:40<00:05, 53.71it/s] 6100 22.4063 : 91%|█████████ | 2901/3201 [00:40<00:05, 54.93it/s] 6100 22.4063 : 91%|█████████ | 2908/3201 [00:40<00:05, 58.04it/s] 6100 22.4063 : 91%|█████████ | 2915/3201 [00:40<00:04, 60.01it/s] 6120 22.4174 : 91%|█████████ | 2915/3201 [00:40<00:04, 60.01it/s] 6120 22.4174 : 91%|█████████▏| 2922/3201 [00:40<00:04, 61.50it/s] 6120 22.4174 : 92%|█████████▏| 2929/3201 [00:40<00:04, 62.49it/s] 6120 22.4174 : 92%|█████████▏| 2936/3201 [00:41<00:04, 62.66it/s] 6140 23.1571 : 92%|█████████▏| 2936/3201 [00:41<00:04, 62.66it/s] 6140 23.1571 : 92%|█████████▏| 2943/3201 [00:41<00:04, 61.73it/s] 6140 23.1571 : 92%|█████████▏| 2950/3201 [00:41<00:04, 60.38it/s] 6140 23.1571 : 92%|█████████▏| 2957/3201 [00:41<00:04, 59.38it/s] 6160 25.0269 : 92%|█████████▏| 2957/3201 [00:41<00:04, 59.38it/s] 6160 25.0269 : 93%|█████████▎| 2963/3201 [00:41<00:04, 59.47it/s] 6160 25.0269 : 93%|█████████▎| 2969/3201 [00:41<00:03, 59.44it/s] 6160 25.0269 : 93%|█████████▎| 2975/3201 [00:41<00:03, 59.40it/s] 6180 25.9000 : 93%|█████████▎| 2975/3201 [00:41<00:03, 59.40it/s] 6180 25.9000 : 93%|█████████▎| 2981/3201 [00:41<00:03, 59.34it/s] 6180 25.9000 : 93%|█████████▎| 2988/3201 [00:41<00:03, 60.35it/s] 6180 25.9000 : 94%|█████████▎| 2995/3201 [00:42<00:03, 61.63it/s] 6200 27.0439 : 94%|█████████▎| 2995/3201 [00:42<00:03, 61.63it/s] 6200 27.0439 : 94%|█████████▍| 3002/3201 [00:42<00:03, 61.87it/s] 6200 27.0439 : 94%|█████████▍| 3009/3201 [00:42<00:03, 62.01it/s] 6200 27.0439 : 94%|█████████▍| 3016/3201 [00:42<00:02, 62.55it/s] 6220 25.9827 : 94%|█████████▍| 3016/3201 [00:42<00:02, 62.55it/s] 6220 25.9827 : 94%|█████████▍| 3023/3201 [00:42<00:02, 62.42it/s] 6220 25.9827 : 95%|█████████▍| 3030/3201 [00:42<00:02, 61.72it/s] 6220 25.9827 : 95%|█████████▍| 3037/3201 [00:42<00:02, 62.05it/s] 6240 24.0699 : 95%|█████████▍| 3037/3201 [00:42<00:02, 62.05it/s] 6240 24.0699 : 95%|█████████▌| 3044/3201 [00:42<00:02, 61.77it/s] 6240 24.0699 : 95%|█████████▌| 3051/3201 [00:42<00:02, 62.41it/s] 6240 24.0699 : 96%|█████████▌| 3059/3201 [00:43<00:02, 64.86it/s] 6260 22.1702 : 96%|█████████▌| 3059/3201 [00:43<00:02, 64.86it/s] 6260 22.1702 : 96%|█████████▌| 3067/3201 [00:43<00:02, 66.72it/s] 6260 22.1702 : 96%|█████████▌| 3074/3201 [00:43<00:01, 67.39it/s] 6280 23.8904 : 96%|█████████▌| 3074/3201 [00:43<00:01, 67.39it/s] 6280 23.8904 : 96%|█████████▋| 3081/3201 [00:43<00:01, 67.98it/s] 6280 23.8904 : 96%|█████████▋| 3088/3201 [00:43<00:01, 67.84it/s] 6280 23.8904 : 97%|█████████▋| 3095/3201 [00:43<00:01, 66.92it/s] 6300 26.2923 : 97%|█████████▋| 3095/3201 [00:43<00:01, 66.92it/s] 6300 26.2923 : 97%|█████████▋| 3102/3201 [00:43<00:01, 65.63it/s] 6300 26.2923 : 97%|█████████▋| 3109/3201 [00:43<00:01, 64.25it/s] 6300 26.2923 : 97%|█████████▋| 3116/3201 [00:43<00:01, 64.84it/s] 6320 25.0501 : 97%|█████████▋| 3116/3201 [00:43<00:01, 64.84it/s] 6320 25.0501 : 98%|█████████▊| 3123/3201 [00:43<00:01, 64.36it/s] 6320 25.0501 : 98%|█████████▊| 3130/3201 [00:44<00:01, 64.86it/s] 6320 25.0501 : 98%|█████████▊| 3137/3201 [00:44<00:00, 65.48it/s] 6340 25.4948 : 98%|█████████▊| 3137/3201 [00:44<00:00, 65.48it/s] 6340 25.4948 : 98%|█████████▊| 3144/3201 [00:44<00:00, 66.11it/s] 6340 25.4948 : 98%|█████████▊| 3151/3201 [00:44<00:00, 66.96it/s] 6340 25.4948 : 99%|█████████▊| 3158/3201 [00:44<00:00, 67.65it/s] 6360 25.4841 : 99%|█████████▊| 3158/3201 [00:44<00:00, 67.65it/s] 6360 25.4841 : 99%|█████████▉| 3165/3201 [00:44<00:00, 67.98it/s] 6360 25.4841 : 99%|█████████▉| 3172/3201 [00:44<00:00, 67.92it/s] 6360 25.4841 : 99%|█████████▉| 3179/3201 [00:44<00:00, 67.49it/s] 6380 24.0967 : 99%|█████████▉| 3179/3201 [00:44<00:00, 67.49it/s] 6380 24.0967 : 100%|█████████▉| 3186/3201 [00:44<00:00, 66.84it/s] 6380 24.0967 : 100%|█████████▉| 3193/3201 [00:45<00:00, 66.93it/s] 6400 24.1417 : 100%|█████████▉| 3193/3201 [00:45<00:00, 66.93it/s] 6400 24.1417 : 100%|█████████▉| 3200/3201 [00:45<00:00, 66.80it/s] 6400 24.1417 : 100%|██████████| 3201/3201 [00:45<00:00, 70.91it/s] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 2 epoch_size: 21 batches_per_epoch: 21 batch_size: 1 optim_type: 'image' 0%| | 0/21 [00:00<?, ?it/s]/root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/torch/nn/functional.py:3609: UserWarning: Default upsampling behavior when mode=bilinear is changed to align_corners=False since 0.4.0. Please specify align_corners=True if the old behavior is desired. See the documentation of nn.Upsample for details. warnings.warn( /root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/torch/nn/functional.py:3657: UserWarning: The default behavior for interpolate/upsample with float scale_factor changed in 1.6.0 to align with other frameworks/libraries, and now uses scale_factor directly, instead of relying on the computed output size. If you wish to restore the old behavior, please set recompute_scale_factor=True. See the documentation of nn.Upsample for details. warnings.warn( /root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/torch/nn/functional.py:718: UserWarning: Named tensors and all their associated APIs are an experimental feature and subject to change. Please do not use them for anything important until they are released as stable. (Triggered internally at /pytorch/c10/core/TensorImpl.h:1156.) return torch.max_pool2d(input, kernel_size, stride, padding, dilation, ceil_mode) 5%|▍ | 1/21 [00:02<00:50, 2.53s/it] 10%|▉ | 2/21 [00:05<00:47, 2.50s/it] 14%|█▍ | 3/21 [00:06<00:36, 2.02s/it] 19%|█▉ | 4/21 [00:09<00:38, 2.25s/it] 24%|██▍ | 5/21 [00:11<00:37, 2.33s/it] 29%|██▊ | 6/21 [00:13<00:32, 2.18s/it] 33%|███▎ | 7/21 [00:15<00:31, 2.29s/it] 38%|███▊ | 8/21 [00:18<00:30, 2.34s/it] 43%|████▎ | 9/21 [00:20<00:28, 2.36s/it] 48%|████▊ | 10/21 [00:23<00:26, 2.44s/it] 52%|█████▏ | 11/21 [00:25<00:23, 2.37s/it] 57%|█████▋ | 12/21 [00:28<00:21, 2.42s/it] 62%|██████▏ | 13/21 [00:30<00:19, 2.42s/it] 67%|██████▋ | 14/21 [00:33<00:18, 2.58s/it] 71%|███████▏ | 15/21 [00:35<00:13, 2.27s/it] 76%|███████▌ | 16/21 [00:36<00:10, 2.15s/it] 81%|████████ | 17/21 [00:40<00:10, 2.53s/it] 86%|████████▌ | 18/21 [00:42<00:07, 2.43s/it] 90%|█████████ | 19/21 [00:45<00:05, 2.73s/it] 6421 0.3690 0.0142 0.0029 : 90%|█████████ | 19/21 [00:48<00:05, 2.73s/it] 6421 0.3690 0.0142 0.0029 : 95%|█████████▌| 20/21 [00:48<00:02, 2.57s/it] 6421 0.3690 0.0142 0.0029 : 100%|██████████| 21/21 [00:51<00:00, 2.68s/it] 6421 0.3690 0.0142 0.0029 : 100%|██████████| 21/21 [00:51<00:00, 2.43s/it] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 3 epoch_size: 21 batches_per_epoch: 21 batch_size: 1 optim_type: 'image' 0%| | 0/21 [00:00<?, ?it/s] 5%|▍ | 1/21 [00:02<00:45, 2.29s/it] 10%|▉ | 2/21 [00:04<00:47, 2.48s/it] 14%|█▍ | 3/21 [00:07<00:45, 2.55s/it] 19%|█▉ | 4/21 [00:10<00:43, 2.54s/it] 24%|██▍ | 5/21 [00:12<00:40, 2.51s/it] 29%|██▊ | 6/21 [00:14<00:33, 2.25s/it] 33%|███▎ | 7/21 [00:17<00:36, 2.64s/it] 38%|███▊ | 8/21 [00:19<00:28, 2.21s/it] 43%|████▎ | 9/21 [00:20<00:23, 1.92s/it] 48%|████▊ | 10/21 [00:22<00:20, 1.87s/it] 52%|█████▏ | 11/21 [00:23<00:18, 1.87s/it] 57%|█████▋ | 12/21 [00:26<00:17, 1.98s/it] 62%|██████▏ | 13/21 [00:27<00:15, 1.92s/it] 67%|██████▋ | 14/21 [00:30<00:14, 2.11s/it] 71%|███████▏ | 15/21 [00:31<00:10, 1.80s/it] 76%|███████▌ | 16/21 [00:35<00:11, 2.30s/it] 81%|████████ | 17/21 [00:38<00:10, 2.66s/it] 86%|████████▌ | 18/21 [00:40<00:07, 2.41s/it] 90%|█████████ | 19/21 [00:42<00:04, 2.41s/it] 6442 0.3678 0.0174 0.0030 : 90%|█████████ | 19/21 [00:45<00:04, 2.41s/it] 6442 0.3678 0.0174 0.0030 : 95%|█████████▌| 20/21 [00:45<00:02, 2.39s/it] 6442 0.3678 0.0174 0.0030 : 100%|██████████| 21/21 [00:48<00:00, 2.57s/it] 6442 0.3678 0.0174 0.0030 : 100%|██████████| 21/21 [00:48<00:00, 2.29s/it] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 4 epoch_size: 21 batches_per_epoch: 21 batch_size: 1 optim_type: 'image' 0%| | 0/21 [00:00<?, ?it/s] 5%|▍ | 1/21 [00:02<00:59, 2.96s/it] 10%|▉ | 2/21 [00:04<00:43, 2.28s/it] 14%|█▍ | 3/21 [00:08<00:50, 2.82s/it] 19%|█▉ | 4/21 [00:09<00:38, 2.27s/it] 24%|██▍ | 5/21 [00:12<00:37, 2.35s/it] 29%|██▊ | 6/21 [00:15<00:38, 2.56s/it] 33%|███▎ | 7/21 [00:17<00:34, 2.45s/it] 38%|███▊ | 8/21 [00:19<00:31, 2.46s/it] 43%|████▎ | 9/21 [00:21<00:25, 2.14s/it] 48%|████▊ | 10/21 [00:24<00:26, 2.40s/it] 52%|█████▏ | 11/21 [00:26<00:22, 2.24s/it] 57%|█████▋ | 12/21 [00:28<00:20, 2.27s/it] 62%|██████▏ | 13/21 [00:31<00:19, 2.48s/it] 67%|██████▋ | 14/21 [00:33<00:17, 2.50s/it] 71%|███████▏ | 15/21 [00:36<00:14, 2.48s/it] 76%|███████▌ | 16/21 [00:39<00:13, 2.63s/it] 81%|████████ | 17/21 [00:40<00:09, 2.30s/it] 86%|████████▌ | 18/21 [00:43<00:07, 2.40s/it] 90%|█████████ | 19/21 [00:45<00:04, 2.23s/it] 6463 0.3366 0.0199 0.0037 : 90%|█████████ | 19/21 [00:46<00:04, 2.23s/it] 6463 0.3366 0.0199 0.0037 : 95%|█████████▌| 20/21 [00:46<00:01, 1.99s/it] 6463 0.3366 0.0199 0.0037 : 100%|██████████| 21/21 [00:49<00:00, 2.06s/it] 6463 0.3366 0.0199 0.0037 : 100%|██████████| 21/21 [00:49<00:00, 2.33s/it] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 5 epoch_size: 21 batches_per_epoch: 21 batch_size: 1 optim_type: 'image' 0%| | 0/21 [00:00<?, ?it/s] 5%|▍ | 1/21 [00:02<00:47, 2.39s/it] 10%|▉ | 2/21 [00:05<00:48, 2.54s/it] 14%|█▍ | 3/21 [00:07<00:44, 2.45s/it] 19%|█▉ | 4/21 [00:10<00:42, 2.53s/it] 24%|██▍ | 5/21 [00:12<00:40, 2.53s/it] 29%|██▊ | 6/21 [00:14<00:32, 2.17s/it] 33%|███▎ | 7/21 [00:15<00:29, 2.08s/it] 38%|███▊ | 8/21 [00:18<00:28, 2.16s/it] 43%|████▎ | 9/21 [00:21<00:29, 2.42s/it] 48%|████▊ | 10/21 [00:23<00:26, 2.42s/it] 52%|█████▏ | 11/21 [00:25<00:22, 2.26s/it] 57%|█████▋ | 12/21 [00:28<00:20, 2.33s/it] 62%|██████▏ | 13/21 [00:29<00:16, 2.06s/it] 67%|██████▋ | 14/21 [00:32<00:16, 2.33s/it] 71%|███████▏ | 15/21 [00:34<00:12, 2.10s/it] 76%|███████▌ | 16/21 [00:35<00:09, 1.94s/it] 81%|████████ | 17/21 [00:37<00:07, 1.92s/it] 86%|████████▌ | 18/21 [00:40<00:06, 2.23s/it] 90%|█████████ | 19/21 [00:41<00:04, 2.03s/it] 6484 0.3352 0.0212 0.0028 : 90%|█████████ | 19/21 [00:44<00:04, 2.03s/it] 6484 0.3352 0.0212 0.0028 : 95%|█████████▌| 20/21 [00:44<00:02, 2.22s/it] 6484 0.3352 0.0212 0.0028 : 100%|██████████| 21/21 [00:46<00:00, 1.98s/it] 6484 0.3352 0.0212 0.0028 : 100%|██████████| 21/21 [00:46<00:00, 2.19s/it] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 6 epoch_size: 21 batches_per_epoch: 21 batch_size: 1 optim_type: 'image' 0%| | 0/21 [00:00<?, ?it/s] 5%|▍ | 1/21 [00:01<00:37, 1.86s/it] 10%|▉ | 2/21 [00:04<00:39, 2.08s/it] 14%|█▍ | 3/21 [00:06<00:39, 2.20s/it] 19%|█▉ | 4/21 [00:09<00:45, 2.70s/it] 24%|██▍ | 5/21 [00:12<00:42, 2.64s/it] 29%|██▊ | 6/21 [00:14<00:39, 2.61s/it] 33%|███▎ | 7/21 [00:17<00:38, 2.72s/it] 38%|███▊ | 8/21 [00:19<00:30, 2.32s/it] 43%|████▎ | 9/21 [00:20<00:24, 2.05s/it] 48%|████▊ | 10/21 [00:22<00:21, 1.95s/it] 52%|█████▏ | 11/21 [00:25<00:20, 2.10s/it] 57%|█████▋ | 12/21 [00:27<00:20, 2.26s/it] 62%|██████▏ | 13/21 [00:29<00:17, 2.25s/it] 67%|██████▋ | 14/21 [00:32<00:16, 2.31s/it] 71%|███████▏ | 15/21 [00:34<00:14, 2.38s/it] 76%|███████▌ | 16/21 [00:36<00:10, 2.19s/it] 81%|████████ | 17/21 [00:39<00:09, 2.43s/it] 86%|████████▌ | 18/21 [00:41<00:06, 2.24s/it] 90%|█████████ | 19/21 [00:43<00:04, 2.09s/it] 6505 0.3296 0.0203 0.0030 : 90%|█████████ | 19/21 [00:45<00:04, 2.09s/it] 6505 0.3296 0.0203 0.0030 : 95%|█████████▌| 20/21 [00:45<00:02, 2.25s/it] 6505 0.3296 0.0203 0.0030 : 100%|██████████| 21/21 [00:47<00:00, 2.14s/it] 6505 0.3296 0.0203 0.0030 : 100%|██████████| 21/21 [00:47<00:00, 2.27s/it] Setting up [LPIPS] perceptual loss: trunk [vgg], v[0.1], spatial [off] Loading model from: /root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/lpips/weights/v0.1/vgg.pth Detected LLFF dataset Using pre-scaled images from /root/.cache/arf/data/llff/orchids/images_4 Loaded LLFF data /root/.cache/arf/data/llff/orchids 14.48833973008133 124.51196423745613 recentered (3, 4) [1.4028997 8.9214735] Overriding offset 250-> 250 dmin = 1.402900, dmax = 8.921474, invz = 0, offset = 250 0%| | 0/4 [00:00<?, ?it/s] 50%|█████ | 2/4 [00:00<00:00, 16.83it/s] 100%|██████████| 4/4 [00:00<00:00, 20.10it/s] 0%| | 0/120 [00:00<?, ?it/s] 100%|██████████| 120/120 [00:00<00:00, 93275.85it/s] z_bounds from LLFF: [1.4028997421264648, 8.921473503112793] (not used) scene_radius [1.496031746031746, 1.6613756613756614, 1.0] Writing to /root/.cache/arf/ckpt_arf/llff/orchids/04f8c1bb-ff70-4ac6-a27b-cbf851608503/test_renders_path 0%| | 0/120 [00:00<?, ?it/s] 1%| | 1/120 [00:00<01:01, 1.93it/s] 2%|▏ | 2/120 [00:00<00:57, 2.06it/s] 2%|▎ | 3/120 [00:01<00:57, 2.04it/s] 3%|▎ | 4/120 [00:01<00:57, 2.03it/s] 4%|▍ | 5/120 [00:02<00:57, 1.99it/s] 5%|▌ | 6/120 [00:03<00:58, 1.96it/s] 6%|▌ | 7/120 [00:03<00:58, 1.92it/s] 7%|▋ | 8/120 [00:04<00:59, 1.90it/s] 8%|▊ | 9/120 [00:04<00:59, 1.87it/s] 8%|▊ | 10/120 [00:05<00:59, 1.86it/s] 9%|▉ | 11/120 [00:05<00:58, 1.85it/s] 10%|█ | 12/120 [00:06<00:58, 1.84it/s] 11%|█ | 13/120 [00:06<00:58, 1.84it/s] 12%|█▏ | 14/120 [00:07<00:57, 1.83it/s] 12%|█▎ | 15/120 [00:07<00:57, 1.83it/s] 13%|█▎ | 16/120 [00:08<00:57, 1.81it/s] 14%|█▍ | 17/120 [00:09<00:56, 1.81it/s] 15%|█▌ | 18/120 [00:09<00:56, 1.81it/s] 16%|█▌ | 19/120 [00:10<00:55, 1.80it/s] 17%|█▋ | 20/120 [00:10<00:55, 1.80it/s] 18%|█▊ | 21/120 [00:11<00:55, 1.80it/s] 18%|█▊ | 22/120 [00:11<00:54, 1.80it/s] 19%|█▉ | 23/120 [00:12<00:54, 1.79it/s] 20%|██ | 24/120 [00:12<00:53, 1.79it/s] 21%|██ | 25/120 [00:13<00:52, 1.80it/s] 22%|██▏ | 26/120 [00:14<00:52, 1.81it/s] 22%|██▎ | 27/120 [00:14<00:51, 1.82it/s] 23%|██▎ | 28/120 [00:15<00:49, 1.85it/s] 24%|██▍ | 29/120 [00:15<00:48, 1.88it/s] 25%|██▌ | 30/120 [00:16<00:46, 1.92it/s] 26%|██▌ | 31/120 [00:16<00:44, 1.98it/s] 27%|██▋ | 32/120 [00:17<00:44, 2.00it/s] 28%|██▊ | 33/120 [00:17<00:43, 1.98it/s] 28%|██▊ | 34/120 [00:18<00:43, 1.96it/s] 29%|██▉ | 35/120 [00:18<00:44, 1.93it/s] 30%|███ | 36/120 [00:19<00:44, 1.89it/s] 31%|███ | 37/120 [00:19<00:44, 1.86it/s] 32%|███▏ | 38/120 [00:20<00:44, 1.83it/s] 32%|███▎ | 39/120 [00:20<00:44, 1.81it/s] 33%|███▎ | 40/120 [00:21<00:44, 1.80it/s] 34%|███▍ | 41/120 [00:22<00:44, 1.79it/s] 35%|███▌ | 42/120 [00:22<00:43, 1.78it/s] 36%|███▌ | 43/120 [00:23<00:43, 1.78it/s] 37%|███▋ | 44/120 [00:23<00:42, 1.78it/s] 38%|███▊ | 45/120 [00:24<00:42, 1.77it/s] 38%|███▊ | 46/120 [00:24<00:42, 1.76it/s] 39%|███▉ | 47/120 [00:25<00:41, 1.76it/s] 40%|████ | 48/120 [00:26<00:40, 1.76it/s] 41%|████ | 49/120 [00:26<00:40, 1.77it/s] 42%|████▏ | 50/120 [00:27<00:39, 1.76it/s] 42%|████▎ | 51/120 [00:27<00:39, 1.76it/s] 43%|████▎ | 52/120 [00:28<00:38, 1.77it/s] 44%|████▍ | 53/120 [00:28<00:37, 1.77it/s] 45%|████▌ | 54/120 [00:29<00:37, 1.77it/s] 46%|████▌ | 55/120 [00:29<00:36, 1.78it/s] 47%|████▋ | 56/120 [00:30<00:35, 1.79it/s] 48%|████▊ | 57/120 [00:31<00:34, 1.80it/s] 48%|████▊ | 58/120 [00:31<00:33, 1.83it/s] 49%|████▉ | 59/120 [00:32<00:32, 1.87it/s] 50%|█████ | 60/120 [00:32<00:31, 1.91it/s] 51%|█████ | 61/120 [00:33<00:29, 1.99it/s] 52%|█████▏ | 62/120 [00:33<00:29, 2.00it/s] 52%|█████▎ | 63/120 [00:34<00:28, 1.99it/s] 53%|█████▎ | 64/120 [00:34<00:28, 1.96it/s] 54%|█████▍ | 65/120 [00:35<00:28, 1.92it/s] 55%|█████▌ | 66/120 [00:35<00:28, 1.89it/s] 56%|█████▌ | 67/120 [00:36<00:28, 1.86it/s] 57%|█████▋ | 68/120 [00:36<00:28, 1.84it/s] 57%|█████▊ | 69/120 [00:37<00:28, 1.82it/s] 58%|█████▊ | 70/120 [00:37<00:27, 1.80it/s] 59%|█████▉ | 71/120 [00:38<00:27, 1.80it/s] 60%|██████ | 72/120 [00:39<00:26, 1.79it/s] 61%|██████ | 73/120 [00:39<00:26, 1.79it/s] 62%|██████▏ | 74/120 [00:40<00:25, 1.80it/s] 62%|██████▎ | 75/120 [00:40<00:25, 1.79it/s] 63%|██████▎ | 76/120 [00:41<00:24, 1.79it/s] 64%|██████▍ | 77/120 [00:41<00:24, 1.79it/s] 65%|██████▌ | 78/120 [00:42<00:23, 1.79it/s] 66%|██████▌ | 79/120 [00:42<00:22, 1.80it/s] 67%|██████▋ | 80/120 [00:43<00:22, 1.80it/s] 68%|██████▊ | 81/120 [00:44<00:21, 1.80it/s] 68%|██████▊ | 82/120 [00:44<00:21, 1.80it/s] 69%|██████▉ | 83/120 [00:45<00:20, 1.80it/s] 70%|███████ | 84/120 [00:45<00:19, 1.81it/s] 71%|███████ | 85/120 [00:46<00:19, 1.82it/s] 72%|███████▏ | 86/120 [00:46<00:18, 1.83it/s] 72%|███████▎ | 87/120 [00:47<00:17, 1.85it/s] 73%|███████▎ | 88/120 [00:47<00:16, 1.88it/s] 74%|███████▍ | 89/120 [00:48<00:16, 1.92it/s] 75%|███████▌ | 90/120 [00:48<00:15, 1.97it/s] 76%|███████▌ | 91/120 [00:49<00:14, 2.02it/s] 77%|███████▋ | 92/120 [00:49<00:13, 2.05it/s] 78%|███████▊ | 93/120 [00:50<00:13, 2.04it/s] 78%|███████▊ | 94/120 [00:50<00:12, 2.02it/s] 79%|███████▉ | 95/120 [00:51<00:12, 1.99it/s] 80%|████████ | 96/120 [00:51<00:12, 1.96it/s] 81%|████████ | 97/120 [00:52<00:11, 1.93it/s] 82%|████████▏ | 98/120 [00:52<00:11, 1.91it/s] 82%|████████▎ | 99/120 [00:53<00:11, 1.89it/s] 83%|████████▎ | 100/120 [00:53<00:10, 1.87it/s] 84%|████████▍ | 101/120 [00:54<00:10, 1.87it/s] 85%|████████▌ | 102/120 [00:55<00:09, 1.86it/s] 86%|████████▌ | 103/120 [00:55<00:09, 1.86it/s] 87%|████████▋ | 104/120 [00:56<00:08, 1.86it/s] 88%|████████▊ | 105/120 [00:56<00:08, 1.86it/s] 88%|████████▊ | 106/120 [00:57<00:07, 1.85it/s] 89%|████████▉ | 107/120 [00:57<00:07, 1.86it/s] 90%|█████████ | 108/120 [00:58<00:06, 1.86it/s] 91%|█████████ | 109/120 [00:58<00:05, 1.87it/s] 92%|█████████▏| 110/120 [00:59<00:05, 1.87it/s] 92%|█████████▎| 111/120 [00:59<00:04, 1.86it/s] 93%|█████████▎| 112/120 [01:00<00:04, 1.86it/s] 94%|█████████▍| 113/120 [01:00<00:03, 1.86it/s] 95%|█████████▌| 114/120 [01:01<00:03, 1.86it/s] 96%|█████████▌| 115/120 [01:01<00:02, 1.87it/s] 97%|█████████▋| 116/120 [01:02<00:02, 1.88it/s] 98%|█████████▊| 117/120 [01:03<00:01, 1.89it/s] 98%|█████████▊| 118/120 [01:03<00:01, 1.92it/s] 99%|█████████▉| 119/120 [01:04<00:00, 1.96it/s] 100%|██████████| 120/120 [01:04<00:00, 2.00it/s] 100%|██████████| 120/120 [01:04<00:00, 1.86it/s] IMAGEIO FFMPEG_WRITER WARNING: input image is not divisible by macro_block_size=8, resizing from (1008, 756) to (1008, 760) to ensure video compatibility with most codecs and players. To prevent resizing, make your input image divisible by the macro_block_size or set the macro_block_size to 1 (risking incompatibility).Prediction
nightmareai/arf-svox2:7bb81e4046b96358001e6275e36eee3e7228fe9f1a0e1515a5f553cbbcad07e7ID2wdxxvwgcnbipeebxbhfzr4te4StatusSucceededSourceWebHardware–Total durationCreatedInput
- image
- scene
- room
- num_epoches
- "10"
{ "image": "https://replicate.delivery/mgxm/065ea769-0fe4-472b-961f-19e3d5a80902/941d4f18-97f8-4bdf-a0e6-bec0acd53301.png", "scene": "room", "num_epoches": "10" }Install Replicate’s Node.js client library:npm install replicateImport and set up the client:import Replicate from "replicate"; const replicate = new Replicate({ auth: process.env.REPLICATE_API_TOKEN, });Run nightmareai/arf-svox2 using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
const output = await replicate.run( "nightmareai/arf-svox2:7bb81e4046b96358001e6275e36eee3e7228fe9f1a0e1515a5f553cbbcad07e7", { input: { image: "https://replicate.delivery/mgxm/065ea769-0fe4-472b-961f-19e3d5a80902/941d4f18-97f8-4bdf-a0e6-bec0acd53301.png", scene: "room", num_epoches: "10" } } ); // To access the file URL: console.log(output.url()); //=> "http://example.com" // To write the file to disk: fs.writeFile("my-image.png", output);To learn more, take a look at the guide on getting started with Node.js.
Install Replicate’s Python client library:pip install replicateImport the client:import replicateRun nightmareai/arf-svox2 using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
output = replicate.run( "nightmareai/arf-svox2:7bb81e4046b96358001e6275e36eee3e7228fe9f1a0e1515a5f553cbbcad07e7", input={ "image": "https://replicate.delivery/mgxm/065ea769-0fe4-472b-961f-19e3d5a80902/941d4f18-97f8-4bdf-a0e6-bec0acd53301.png", "scene": "room", "num_epoches": "10" } ) print(output)To learn more, take a look at the guide on getting started with Python.
Run nightmareai/arf-svox2 using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
curl -s -X POST \ -H "Authorization: Bearer $REPLICATE_API_TOKEN" \ -H "Content-Type: application/json" \ -H "Prefer: wait" \ -d $'{ "version": "nightmareai/arf-svox2:7bb81e4046b96358001e6275e36eee3e7228fe9f1a0e1515a5f553cbbcad07e7", "input": { "image": "https://replicate.delivery/mgxm/065ea769-0fe4-472b-961f-19e3d5a80902/941d4f18-97f8-4bdf-a0e6-bec0acd53301.png", "scene": "room", "num_epoches": "10" } }' \ https://api.replicate.com/v1/predictionsTo learn more, take a look at Replicate’s HTTP API reference docs.
Output
{ "completed_at": "2022-06-24T05:51:41.426538Z", "created_at": "2022-06-24T05:34:26.963497Z", "data_removed": false, "error": null, "id": "2wdxxvwgcnbipeebxbhfzr4te4", "input": { "image": "https://replicate.delivery/mgxm/065ea769-0fe4-472b-961f-19e3d5a80902/941d4f18-97f8-4bdf-a0e6-bec0acd53301.png", "scene": "room", "num_epoches": "10" }, "logs": "Downloading checkpoint for room\nDetected LLFF dataset\nUsing pre-scaled images from /root/.cache/arf/data/llff/room/images_4\nLoaded LLFF data /root/.cache/arf/data/llff/room 10.706691140704915 91.66782174279389\nrecentered (3, 4)\n[1.7806027 6.0023217]\nOverriding offset 250-> 250\ndmin = 1.780603, dmax = 6.002322, invz = 0, offset = 250\n\n 0%| | 0/35 [00:00<?, ?it/s]\n 9%|▊ | 3/35 [00:00<00:01, 24.66it/s]\n 20%|██ | 7/35 [00:00<00:00, 30.02it/s]\n 31%|███▏ | 11/35 [00:00<00:00, 31.50it/s]\n 43%|████▎ | 15/35 [00:00<00:00, 31.63it/s]\n 54%|█████▍ | 19/35 [00:00<00:00, 32.74it/s]\n 66%|██████▌ | 23/35 [00:00<00:00, 33.27it/s]\n 77%|███████▋ | 27/35 [00:00<00:00, 32.79it/s]\n 89%|████████▊ | 31/35 [00:00<00:00, 33.18it/s]\n100%|██████████| 35/35 [00:01<00:00, 33.71it/s]\n100%|██████████| 35/35 [00:01<00:00, 32.56it/s]\nz_bounds from LLFF: [1.7806026935577393, 6.002321720123291] (not used)\nscene_radius [1.496031746031746, 1.6613756613756614, 1.0]\n Generating rays, scaling factor 1\nic| \"Loaded ckpt: \": 'Loaded ckpt: '\n args.init_ckpt: '/root/.cache/arf/ckpt_svox2/llff/room/ckpt.npz'\nic| grid.basis_dim: 1\nopt_style.py:508: DeprecationWarning: Starting with ImageIO v3 the behavior of this function will switch to that of iio.v3.imread. To keep the current behavior (and make this warning dissapear) use `import imageio.v2 as imageio` or call `imageio.v2.imread` directly.\n style_img = imageio.imread(args.style).astype(np.float32) / 255.0\nRender options RenderOptions(backend='cuvol', background_brightness=0.5, step_size=0.5, sigma_thresh=1e-08, stop_thresh=1e-07, last_sample_opaque=False, near_clip=0.0, use_spheric_clip=False, random_sigma_std=0.0, random_sigma_std_background=0.0)\nic| \"Style image: \": 'Style image: '\n args.style: '/tmp/tmpb6u9aqcp941d4f18-97f8-4bdf-a0e6-bec0acd53301.png'\n style_img.shape: torch.Size([504, 420, 3])\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 0\n epoch_size: 26671680\n batches_per_epoch: 5335\n batch_size: 5000\n optim_type: 'ray'\n\n 0%| | 0/5335 [00:00<?, ?it/s]\n 0%| | 3/5335 [00:00<03:09, 28.14it/s]\n 0%| | 6/5335 [00:00<03:15, 27.26it/s]\n 0%| | 12/5335 [00:00<02:19, 38.12it/s]\n 0%| | 18/5335 [00:00<02:02, 43.29it/s]\n19 12.6034 : 0%| | 18/5335 [00:00<02:02, 43.29it/s]\n19 12.6034 : 0%| | 24/5335 [00:00<01:53, 46.89it/s]\n19 12.6034 : 1%| | 30/5335 [00:00<01:45, 50.11it/s]\n19 12.6034 : 1%| | 37/5335 [00:00<01:38, 53.67it/s]\n39 14.0885 : 1%| | 37/5335 [00:00<01:38, 53.67it/s]\n39 14.0885 : 1%| | 45/5335 [00:00<01:29, 59.27it/s]\n39 14.0885 : 1%| | 54/5335 [00:01<01:19, 66.03it/s]\n59 17.0749 : 1%| | 54/5335 [00:01<01:19, 66.03it/s]\n59 17.0749 : 1%| | 63/5335 [00:01<01:13, 71.96it/s]\n59 17.0749 : 1%|▏ | 72/5335 [00:01<01:09, 75.99it/s]\n79 15.8040 : 1%|▏ | 72/5335 [00:01<01:09, 75.99it/s]\n79 15.8040 : 2%|▏ | 81/5335 [00:01<01:06, 78.51it/s]\n79 15.8040 : 2%|▏ | 90/5335 [00:01<01:05, 80.42it/s]\n79 15.8040 : 2%|▏ | 99/5335 [00:01<01:03, 81.86it/s]\n99 14.9307 : 2%|▏ | 99/5335 [00:01<01:03, 81.86it/s]\n99 14.9307 : 2%|▏ | 108/5335 [00:01<01:02, 83.04it/s]\n99 14.9307 : 2%|▏ | 117/5335 [00:01<01:03, 82.03it/s]\n119 13.6552 : 2%|▏ | 117/5335 [00:01<01:03, 82.03it/s]\n119 13.6552 : 2%|▏ | 126/5335 [00:01<01:06, 78.47it/s]\n119 13.6552 : 3%|▎ | 134/5335 [00:02<01:10, 73.91it/s]\n139 14.1034 : 3%|▎ | 134/5335 [00:02<01:10, 73.91it/s]\n139 14.1034 : 3%|▎ | 142/5335 [00:02<01:15, 69.18it/s]\n139 14.1034 : 3%|▎ | 150/5335 [00:02<01:18, 66.30it/s]\n139 14.1034 : 3%|▎ | 157/5335 [00:02<01:17, 66.55it/s]\n159 13.3448 : 3%|▎ | 157/5335 [00:02<01:17, 66.55it/s]\n159 13.3448 : 3%|▎ | 164/5335 [00:02<01:17, 66.53it/s]\n159 13.3448 : 3%|▎ | 171/5335 [00:02<01:17, 66.48it/s]\n159 13.3448 : 3%|▎ | 179/5335 [00:02<01:15, 68.06it/s]\n179 15.6735 : 3%|▎ | 179/5335 [00:02<01:15, 68.06it/s]\n179 15.6735 : 4%|▎ | 187/5335 [00:02<01:13, 69.81it/s]\n179 15.6735 : 4%|▎ | 196/5335 [00:02<01:09, 74.47it/s]\n199 19.1180 : 4%|▎ | 196/5335 [00:02<01:09, 74.47it/s]\n199 19.1180 : 4%|▍ | 206/5335 [00:03<01:03, 81.38it/s]\n199 19.1180 : 4%|▍ | 217/5335 [00:03<00:57, 88.59it/s]\n219 21.4913 : 4%|▍ | 217/5335 [00:03<00:57, 88.59it/s]\n219 21.4913 : 4%|▍ | 228/5335 [00:03<00:54, 93.17it/s]\n219 21.4913 : 4%|▍ | 239/5335 [00:03<00:52, 96.84it/s]\n239 19.7939 : 4%|▍ | 239/5335 [00:03<00:52, 96.84it/s]\n239 19.7939 : 5%|▍ | 249/5335 [00:03<00:52, 97.44it/s]\n259 17.1066 : 5%|▍ | 249/5335 [00:03<00:52, 97.44it/s]\n259 17.1066 : 5%|▍ | 260/5335 [00:03<00:51, 99.17it/s]\n259 17.1066 : 5%|▌ | 270/5335 [00:03<00:51, 99.13it/s]\n279 17.3089 : 5%|▌ | 270/5335 [00:03<00:51, 99.13it/s]\n279 17.3089 : 5%|▌ | 280/5335 [00:03<00:53, 94.45it/s]\n279 17.3089 : 5%|▌ | 290/5335 [00:03<00:57, 88.41it/s]\n279 17.3089 : 6%|▌ | 299/5335 [00:04<01:00, 83.71it/s]\n299 18.1470 : 6%|▌ | 299/5335 [00:04<01:00, 83.71it/s]\n299 18.1470 : 6%|▌ | 308/5335 [00:04<01:03, 79.40it/s]\n299 18.1470 : 6%|▌ | 317/5335 [00:04<01:09, 72.18it/s]\n319 16.3466 : 6%|▌ | 317/5335 [00:04<01:09, 72.18it/s]\n319 16.3466 : 6%|▌ | 325/5335 [00:04<01:12, 68.85it/s]\n319 16.3466 : 6%|▌ | 333/5335 [00:04<01:13, 67.81it/s]\n339 18.1447 : 6%|▌ | 333/5335 [00:04<01:13, 67.81it/s]\n339 18.1447 : 6%|▋ | 340/5335 [00:04<01:13, 67.70it/s]\n339 18.1447 : 7%|▋ | 349/5335 [00:04<01:09, 71.80it/s]\n339 18.1447 : 7%|▋ | 359/5335 [00:04<01:03, 78.33it/s]\n359 22.7951 : 7%|▋ | 359/5335 [00:04<01:03, 78.33it/s]\n359 22.7951 : 7%|▋ | 370/5335 [00:04<00:58, 85.13it/s]\n379 21.1376 : 7%|▋ | 370/5335 [00:05<00:58, 85.13it/s]\n379 21.1376 : 7%|▋ | 380/5335 [00:05<00:55, 89.07it/s]\n379 21.1376 : 7%|▋ | 390/5335 [00:05<00:54, 91.48it/s]\n399 22.9419 : 7%|▋ | 390/5335 [00:05<00:54, 91.48it/s]\n399 22.9419 : 7%|▋ | 400/5335 [00:05<00:53, 93.07it/s]\n399 22.9419 : 8%|▊ | 411/5335 [00:05<00:51, 95.51it/s]\n419 18.3182 : 8%|▊ | 411/5335 [00:05<00:51, 95.51it/s]\n419 18.3182 : 8%|▊ | 421/5335 [00:05<00:51, 94.84it/s]\n419 18.3182 : 8%|▊ | 431/5335 [00:05<00:54, 90.39it/s]\n439 20.5807 : 8%|▊ | 431/5335 [00:05<00:54, 90.39it/s]\n439 20.5807 : 8%|▊ | 441/5335 [00:05<00:58, 84.15it/s]\n439 20.5807 : 8%|▊ | 450/5335 [00:05<01:01, 79.66it/s]\n439 20.5807 : 9%|▊ | 459/5335 [00:06<01:04, 75.23it/s]\n459 14.3792 : 9%|▊ | 459/5335 [00:06<01:04, 75.23it/s]\n459 14.3792 : 9%|▉ | 467/5335 [00:06<01:15, 64.38it/s]\n459 14.3792 : 9%|▉ | 474/5335 [00:06<01:22, 58.99it/s]\n479 19.2272 : 9%|▉ | 474/5335 [00:06<01:22, 58.99it/s]\n479 19.2272 : 9%|▉ | 481/5335 [00:06<01:27, 55.28it/s]\n479 19.2272 : 9%|▉ | 487/5335 [00:06<01:29, 54.02it/s]\n479 19.2272 : 9%|▉ | 493/5335 [00:06<01:30, 53.48it/s]\n499 21.6345 : 9%|▉ | 493/5335 [00:06<01:30, 53.48it/s]\n499 21.6345 : 9%|▉ | 500/5335 [00:06<01:25, 56.27it/s]\n499 21.6345 : 10%|▉ | 508/5335 [00:06<01:19, 61.00it/s]\n499 21.6345 : 10%|▉ | 516/5335 [00:07<01:13, 65.98it/s]\n519 25.3546 : 10%|▉ | 516/5335 [00:07<01:13, 65.98it/s]\n519 25.3546 : 10%|▉ | 525/5335 [00:07<01:08, 70.32it/s]\n519 25.3546 : 10%|█ | 534/5335 [00:07<01:05, 73.51it/s]\n539 22.8381 : 10%|█ | 534/5335 [00:07<01:05, 73.51it/s]\n539 22.8381 : 10%|█ | 542/5335 [00:07<01:03, 75.21it/s]\n539 22.8381 : 10%|█ | 550/5335 [00:07<01:02, 76.12it/s]\n539 22.8381 : 10%|█ | 559/5335 [00:07<01:01, 77.42it/s]\n559 20.9483 : 10%|█ | 559/5335 [00:07<01:01, 77.42it/s]\n559 20.9483 : 11%|█ | 567/5335 [00:07<01:01, 77.48it/s]\n559 20.9483 : 11%|█ | 575/5335 [00:07<01:03, 75.38it/s]\n579 21.2476 : 11%|█ | 575/5335 [00:07<01:03, 75.38it/s]\n579 21.2476 : 11%|█ | 583/5335 [00:07<01:06, 71.53it/s]\n579 21.2476 : 11%|█ | 591/5335 [00:08<01:10, 66.92it/s]\n579 21.2476 : 11%|█ | 598/5335 [00:08<01:14, 63.54it/s]\n599 19.3630 : 11%|█ | 598/5335 [00:08<01:14, 63.54it/s]\n599 19.3630 : 11%|█▏ | 605/5335 [00:08<01:18, 60.62it/s]\n599 19.3630 : 11%|█▏ | 612/5335 [00:08<01:19, 59.75it/s]\n599 19.3630 : 12%|█▏ | 619/5335 [00:08<01:22, 57.25it/s]\n619 18.5172 : 12%|█▏ | 619/5335 [00:08<01:22, 57.25it/s]\n619 18.5172 : 12%|█▏ | 625/5335 [00:08<01:23, 56.35it/s]\n619 18.5172 : 12%|█▏ | 631/5335 [00:08<01:23, 56.28it/s]\n619 18.5172 : 12%|█▏ | 637/5335 [00:08<01:23, 56.54it/s]\n639 21.5034 : 12%|█▏ | 637/5335 [00:08<01:23, 56.54it/s]\n639 21.5034 : 12%|█▏ | 644/5335 [00:09<01:20, 58.63it/s]\n639 21.5034 : 12%|█▏ | 652/5335 [00:09<01:14, 63.25it/s]\n659 24.6351 : 12%|█▏ | 652/5335 [00:09<01:14, 63.25it/s]\n659 24.6351 : 12%|█▏ | 661/5335 [00:09<01:08, 68.53it/s]\n659 24.6351 : 13%|█▎ | 670/5335 [00:09<01:03, 73.95it/s]\n659 24.6351 : 13%|█▎ | 679/5335 [00:09<00:59, 77.78it/s]\n679 22.9840 : 13%|█▎ | 679/5335 [00:09<00:59, 77.78it/s]\n679 22.9840 : 13%|█▎ | 688/5335 [00:09<00:57, 80.29it/s]\n679 22.9840 : 13%|█▎ | 697/5335 [00:09<00:56, 82.38it/s]\n699 25.6059 : 13%|█▎ | 697/5335 [00:09<00:56, 82.38it/s]\n699 25.6059 : 13%|█▎ | 706/5335 [00:09<00:55, 82.90it/s]\n699 25.6059 : 13%|█▎ | 715/5335 [00:09<00:55, 83.59it/s]\n719 21.3053 : 13%|█▎ | 715/5335 [00:09<00:55, 83.59it/s]\n719 21.3053 : 14%|█▎ | 724/5335 [00:09<00:56, 82.12it/s]\n719 21.3053 : 14%|█▎ | 733/5335 [00:10<00:58, 78.75it/s]\n739 23.5678 : 14%|█▎ | 733/5335 [00:10<00:58, 78.75it/s]\n739 23.5678 : 14%|█▍ | 741/5335 [00:10<01:02, 73.74it/s]\n739 23.5678 : 14%|█▍ | 749/5335 [00:10<01:06, 68.72it/s]\n739 23.5678 : 14%|█▍ | 756/5335 [00:10<01:10, 65.39it/s]\n759 16.1115 : 14%|█▍ | 756/5335 [00:10<01:10, 65.39it/s]\n759 16.1115 : 14%|█▍ | 763/5335 [00:10<01:11, 64.39it/s]\n759 16.1115 : 14%|█▍ | 770/5335 [00:10<01:10, 64.87it/s]\n759 16.1115 : 15%|█▍ | 778/5335 [00:10<01:08, 66.75it/s]\n779 20.5395 : 15%|█▍ | 778/5335 [00:10<01:08, 66.75it/s]\n779 20.5395 : 15%|█▍ | 786/5335 [00:10<01:06, 68.21it/s]\n779 20.5395 : 15%|█▍ | 794/5335 [00:11<01:04, 70.81it/s]\n799 22.5793 : 15%|█▍ | 794/5335 [00:11<01:04, 70.81it/s]\n799 22.5793 : 15%|█▌ | 804/5335 [00:11<00:58, 77.26it/s]\n799 22.5793 : 15%|█▌ | 815/5335 [00:11<00:53, 84.56it/s]\n819 25.4238 : 15%|█▌ | 815/5335 [00:11<00:53, 84.56it/s]\n819 25.4238 : 15%|█▌ | 826/5335 [00:11<00:49, 91.01it/s]\n819 25.4238 : 16%|█▌ | 837/5335 [00:11<00:46, 96.19it/s]\n839 25.2205 : 16%|█▌ | 837/5335 [00:11<00:46, 96.19it/s]\n839 25.2205 : 16%|█▌ | 848/5335 [00:11<00:45, 99.57it/s]\n839 25.2205 : 16%|█▌ | 859/5335 [00:11<00:44, 100.71it/s]\n859 24.0685 : 16%|█▌ | 859/5335 [00:11<00:44, 100.71it/s]\n859 24.0685 : 16%|█▋ | 870/5335 [00:11<00:43, 101.66it/s]\n879 24.2518 : 16%|█▋ | 870/5335 [00:11<00:43, 101.66it/s]\n879 24.2518 : 17%|█▋ | 881/5335 [00:11<00:45, 98.92it/s]\n879 24.2518 : 17%|█▋ | 891/5335 [00:11<00:47, 93.81it/s]\n899 24.8153 : 17%|█▋ | 891/5335 [00:12<00:47, 93.81it/s]\n899 24.8153 : 17%|█▋ | 901/5335 [00:12<00:50, 87.12it/s]\n899 24.8153 : 17%|█▋ | 910/5335 [00:12<00:54, 81.80it/s]\n899 24.8153 : 17%|█▋ | 919/5335 [00:12<00:53, 81.92it/s]\n919 20.8635 : 17%|█▋ | 919/5335 [00:12<00:53, 81.92it/s]\n919 20.8635 : 17%|█▋ | 930/5335 [00:12<00:50, 87.76it/s]\n939 22.4410 : 17%|█▋ | 930/5335 [00:12<00:50, 87.76it/s]\n939 22.4410 : 18%|█▊ | 941/5335 [00:12<00:47, 92.54it/s]\n939 22.4410 : 18%|█▊ | 954/5335 [00:12<00:43, 101.77it/s]\n959 23.6872 : 18%|█▊ | 954/5335 [00:12<00:43, 101.77it/s]\n959 23.6872 : 18%|█▊ | 968/5335 [00:12<00:38, 112.00it/s]\n979 25.8405 : 18%|█▊ | 968/5335 [00:12<00:38, 112.00it/s]\n979 25.8405 : 18%|█▊ | 983/5335 [00:12<00:35, 121.46it/s]\n979 25.8405 : 19%|█▊ | 998/5335 [00:12<00:33, 128.40it/s]\n999 25.7600 : 19%|█▊ | 998/5335 [00:13<00:33, 128.40it/s]\n999 25.7600 : 19%|█▉ | 1012/5335 [00:13<00:33, 130.89it/s]\n1019 23.3207 : 19%|█▉ | 1012/5335 [00:13<00:33, 130.89it/s]\n1019 23.3207 : 19%|█▉ | 1026/5335 [00:13<00:32, 132.06it/s]\n1039 24.2050 : 19%|█▉ | 1026/5335 [00:13<00:32, 132.06it/s]\n1039 24.2050 : 19%|█▉ | 1040/5335 [00:13<00:33, 127.88it/s]\n1039 24.2050 : 20%|█▉ | 1053/5335 [00:13<00:35, 119.00it/s]\n1059 23.4034 : 20%|█▉ | 1053/5335 [00:13<00:35, 119.00it/s]\n1059 23.4034 : 20%|█▉ | 1066/5335 [00:13<00:38, 110.78it/s]\n1059 23.4034 : 20%|██ | 1078/5335 [00:13<00:44, 95.85it/s]\n1079 20.1851 : 20%|██ | 1078/5335 [00:13<00:44, 95.85it/s]\n1079 20.1851 : 20%|██ | 1089/5335 [00:13<00:47, 89.14it/s]\n1079 20.1851 : 21%|██ | 1099/5335 [00:14<00:48, 87.17it/s]\n1099 22.2259 : 21%|██ | 1099/5335 [00:14<00:48, 87.17it/s]\n1099 22.2259 : 21%|██ | 1109/5335 [00:14<00:47, 89.11it/s]\n1119 24.9521 : 21%|██ | 1109/5335 [00:14<00:47, 89.11it/s]\n1119 24.9521 : 21%|██ | 1120/5335 [00:14<00:45, 93.14it/s]\n1119 24.9521 : 21%|██ | 1131/5335 [00:14<00:43, 97.56it/s]\n1139 22.8021 : 21%|██ | 1131/5335 [00:14<00:43, 97.56it/s]\n1139 22.8021 : 21%|██▏ | 1142/5335 [00:14<00:41, 100.74it/s]\n1139 22.8021 : 22%|██▏ | 1153/5335 [00:14<00:40, 102.69it/s]\n1159 24.6413 : 22%|██▏ | 1153/5335 [00:14<00:40, 102.69it/s]\n1159 24.6413 : 22%|██▏ | 1164/5335 [00:14<00:40, 103.93it/s]\n1159 24.6413 : 22%|██▏ | 1175/5335 [00:14<00:39, 104.76it/s]\n1179 21.6546 : 22%|██▏ | 1175/5335 [00:14<00:39, 104.76it/s]\n1179 21.6546 : 22%|██▏ | 1186/5335 [00:14<00:40, 102.18it/s]\n1179 21.6546 : 22%|██▏ | 1197/5335 [00:14<00:43, 95.42it/s]\n1199 22.3596 : 22%|██▏ | 1197/5335 [00:15<00:43, 95.42it/s]\n1199 22.3596 : 23%|██▎ | 1207/5335 [00:15<00:46, 88.68it/s]\n1199 22.3596 : 23%|██▎ | 1217/5335 [00:15<00:49, 83.66it/s]\n1219 15.5824 : 23%|██▎ | 1217/5335 [00:15<00:49, 83.66it/s]\n1219 15.5824 : 23%|██▎ | 1226/5335 [00:15<00:55, 73.70it/s]\n1219 15.5824 : 23%|██▎ | 1234/5335 [00:15<01:01, 66.83it/s]\n1239 21.7589 : 23%|██▎ | 1234/5335 [00:15<01:01, 66.83it/s]\n1239 21.7589 : 23%|██▎ | 1241/5335 [00:15<01:04, 63.44it/s]\n1239 21.7589 : 23%|██▎ | 1248/5335 [00:15<01:06, 61.36it/s]\n1239 21.7589 : 24%|██▎ | 1255/5335 [00:15<01:05, 62.44it/s]\n1259 23.3420 : 24%|██▎ | 1255/5335 [00:15<01:05, 62.44it/s]\n1259 23.3420 : 24%|██▎ | 1263/5335 [00:16<01:02, 64.79it/s]\n1259 23.3420 : 24%|██▍ | 1271/5335 [00:16<00:59, 68.63it/s]\n1279 25.0724 : 24%|██▍ | 1271/5335 [00:16<00:59, 68.63it/s]\n1279 25.0724 : 24%|██▍ | 1280/5335 [00:16<00:55, 72.59it/s]\n1279 25.0724 : 24%|██▍ | 1289/5335 [00:16<00:53, 75.29it/s]\n1279 25.0724 : 24%|██▍ | 1298/5335 [00:16<00:52, 77.50it/s]\n1299 22.7745 : 24%|██▍ | 1298/5335 [00:16<00:52, 77.50it/s]\n1299 22.7745 : 24%|██▍ | 1307/5335 [00:16<00:51, 78.33it/s]\n1299 22.7745 : 25%|██▍ | 1316/5335 [00:16<00:50, 79.18it/s]\n1319 23.7647 : 25%|██▍ | 1316/5335 [00:16<00:50, 79.18it/s]\n1319 23.7647 : 25%|██▍ | 1325/5335 [00:16<00:50, 79.82it/s]\n1319 23.7647 : 25%|██▌ | 1334/5335 [00:16<00:50, 79.45it/s]\n1339 24.7683 : 25%|██▌ | 1334/5335 [00:16<00:50, 79.45it/s]\n1339 24.7683 : 25%|██▌ | 1342/5335 [00:17<00:52, 76.79it/s]\n1339 24.7683 : 25%|██▌ | 1350/5335 [00:17<00:55, 71.40it/s]\n1339 24.7683 : 25%|██▌ | 1358/5335 [00:17<01:00, 66.26it/s]\n1359 23.3462 : 25%|██▌ | 1358/5335 [00:17<01:00, 66.26it/s]\n1359 23.3462 : 26%|██▌ | 1365/5335 [00:17<01:03, 62.93it/s]\n1359 23.3462 : 26%|██▌ | 1372/5335 [00:17<01:04, 61.07it/s]\n1359 23.3462 : 26%|██▌ | 1379/5335 [00:17<01:05, 59.95it/s]\n1379 16.4403 : 26%|██▌ | 1379/5335 [00:17<01:05, 59.95it/s]\n1379 16.4403 : 26%|██▌ | 1386/5335 [00:17<01:05, 60.15it/s]\n1379 16.4403 : 26%|██▌ | 1393/5335 [00:17<01:04, 60.79it/s]\n1399 20.6804 : 26%|██▌ | 1393/5335 [00:18<01:04, 60.79it/s]\n1399 20.6804 : 26%|██▌ | 1400/5335 [00:18<01:02, 62.62it/s]\n1399 20.6804 : 26%|██▋ | 1408/5335 [00:18<00:59, 66.17it/s]\n1399 20.6804 : 27%|██▋ | 1416/5335 [00:18<00:56, 69.95it/s]\n1419 24.2981 : 27%|██▋ | 1416/5335 [00:18<00:56, 69.95it/s]\n1419 24.2981 : 27%|██▋ | 1425/5335 [00:18<00:52, 74.31it/s]\n1419 24.2981 : 27%|██▋ | 1434/5335 [00:18<00:50, 77.75it/s]\n1439 16.3181 : 27%|██▋ | 1434/5335 [00:18<00:50, 77.75it/s]\n1439 16.3181 : 27%|██▋ | 1443/5335 [00:18<00:48, 79.99it/s]\n1439 16.3181 : 27%|██▋ | 1452/5335 [00:18<00:47, 82.07it/s]\n1459 24.4296 : 27%|██▋ | 1452/5335 [00:18<00:47, 82.07it/s]\n1459 24.4296 : 27%|██▋ | 1461/5335 [00:18<00:46, 82.91it/s]\n1459 24.4296 : 28%|██▊ | 1470/5335 [00:18<00:46, 83.37it/s]\n1459 24.4296 : 28%|██▊ | 1479/5335 [00:18<00:46, 83.42it/s]\n1479 22.4655 : 28%|██▊ | 1479/5335 [00:18<00:46, 83.42it/s]\n1479 22.4655 : 28%|██▊ | 1488/5335 [00:19<00:46, 82.65it/s]\n1479 22.4655 : 28%|██▊ | 1497/5335 [00:19<00:49, 77.95it/s]\n1499 24.1805 : 28%|██▊ | 1497/5335 [00:19<00:49, 77.95it/s]\n1499 24.1805 : 28%|██▊ | 1505/5335 [00:19<00:53, 71.67it/s]\n1499 24.1805 : 28%|██▊ | 1513/5335 [00:19<00:58, 65.87it/s]\n1519 16.6751 : 28%|██▊ | 1513/5335 [00:19<00:58, 65.87it/s]\n1519 16.6751 : 28%|██▊ | 1520/5335 [00:19<01:00, 63.02it/s]\n1519 16.6751 : 29%|██▊ | 1527/5335 [00:19<00:59, 64.02it/s]\n1519 16.6751 : 29%|██▉ | 1536/5335 [00:19<00:54, 69.46it/s]\n1539 23.3230 : 29%|██▉ | 1536/5335 [00:19<00:54, 69.46it/s]\n1539 23.3230 : 29%|██▉ | 1545/5335 [00:19<00:51, 73.68it/s]\n1539 23.3230 : 29%|██▉ | 1555/5335 [00:20<00:47, 80.00it/s]\n1559 23.7369 : 29%|██▉ | 1555/5335 [00:20<00:47, 80.00it/s]\n1559 23.7369 : 29%|██▉ | 1566/5335 [00:20<00:43, 86.61it/s]\n1559 23.7369 : 30%|██▉ | 1578/5335 [00:20<00:39, 94.63it/s]\n1579 25.9624 : 30%|██▉ | 1578/5335 [00:20<00:39, 94.63it/s]\n1579 25.9624 : 30%|██▉ | 1590/5335 [00:20<00:37, 99.98it/s]\n1599 26.0523 : 30%|██▉ | 1590/5335 [00:20<00:37, 99.98it/s]\n1599 26.0523 : 30%|███ | 1602/5335 [00:20<00:35, 104.27it/s]\n1599 26.0523 : 30%|███ | 1614/5335 [00:20<00:34, 107.37it/s]\n1619 26.1558 : 30%|███ | 1614/5335 [00:20<00:34, 107.37it/s]\n1619 26.1558 : 30%|███ | 1626/5335 [00:20<00:34, 108.43it/s]\n1619 26.1558 : 31%|███ | 1637/5335 [00:20<00:34, 107.89it/s]\n1639 24.2513 : 31%|███ | 1637/5335 [00:20<00:34, 107.89it/s]\n1639 24.2513 : 31%|███ | 1648/5335 [00:20<00:35, 103.61it/s]\n1639 24.2513 : 31%|███ | 1659/5335 [00:21<00:38, 95.52it/s]\n1659 25.3234 : 31%|███ | 1659/5335 [00:21<00:38, 95.52it/s]\n1659 25.3234 : 31%|███▏ | 1669/5335 [00:21<00:41, 88.24it/s]\n1659 25.3234 : 31%|███▏ | 1678/5335 [00:21<00:42, 86.21it/s]\n1679 17.5862 : 31%|███▏ | 1678/5335 [00:21<00:42, 86.21it/s]\n1679 17.5862 : 32%|███▏ | 1691/5335 [00:21<00:37, 96.93it/s]\n1699 24.5691 : 32%|███▏ | 1691/5335 [00:21<00:37, 96.93it/s]\n1699 24.5691 : 32%|███▏ | 1705/5335 [00:21<00:33, 107.04it/s]\n1719 24.3139 : 32%|███▏ | 1705/5335 [00:21<00:33, 107.04it/s]\n1719 24.3139 : 32%|███▏ | 1721/5335 [00:21<00:29, 120.64it/s]\n1719 24.3139 : 33%|███▎ | 1738/5335 [00:21<00:26, 133.69it/s]\n1739 26.2412 : 33%|███▎ | 1738/5335 [00:21<00:26, 133.69it/s]\n1739 26.2412 : 33%|███▎ | 1755/5335 [00:21<00:25, 142.64it/s]\n1759 26.3002 : 33%|███▎ | 1755/5335 [00:21<00:25, 142.64it/s]\n1759 26.3002 : 33%|███▎ | 1772/5335 [00:21<00:23, 148.87it/s]\n1779 25.1864 : 33%|███▎ | 1772/5335 [00:21<00:23, 148.87it/s]\n1779 25.1864 : 34%|███▎ | 1788/5335 [00:21<00:23, 150.97it/s]\n1799 24.9147 : 34%|███▎ | 1788/5335 [00:22<00:23, 150.97it/s]\n1799 24.9147 : 34%|███▍ | 1804/5335 [00:22<00:24, 146.18it/s]\n1799 24.9147 : 34%|███▍ | 1819/5335 [00:22<00:26, 134.80it/s]\n1819 23.5159 : 34%|███▍ | 1819/5335 [00:22<00:26, 134.80it/s]\n1819 23.5159 : 34%|███▍ | 1833/5335 [00:22<00:26, 131.14it/s]\n1839 25.2654 : 34%|███▍ | 1833/5335 [00:22<00:26, 131.14it/s]\n1839 25.2654 : 35%|███▍ | 1849/5335 [00:22<00:25, 138.92it/s]\n1859 22.1313 : 35%|███▍ | 1849/5335 [00:22<00:25, 138.92it/s]\n1859 22.1313 : 35%|███▍ | 1867/5335 [00:22<00:23, 150.25it/s]\n1879 25.4115 : 35%|███▍ | 1867/5335 [00:22<00:23, 150.25it/s]\n1879 25.4115 : 35%|███▌ | 1888/5335 [00:22<00:20, 165.42it/s]\n1899 24.7346 : 35%|███▌ | 1888/5335 [00:22<00:20, 165.42it/s]\n1899 24.7346 : 36%|███▌ | 1909/5335 [00:22<00:19, 175.98it/s]\n1919 26.4498 : 36%|███▌ | 1909/5335 [00:22<00:19, 175.98it/s]\n1919 26.4498 : 36%|███▌ | 1930/5335 [00:22<00:18, 183.71it/s]\n1939 23.9458 : 36%|███▌ | 1930/5335 [00:22<00:18, 183.71it/s]\n1939 23.9458 : 37%|███▋ | 1949/5335 [00:22<00:18, 184.34it/s]\n1959 24.8262 : 37%|███▋ | 1949/5335 [00:23<00:18, 184.34it/s]\n1959 24.8262 : 37%|███▋ | 1968/5335 [00:23<00:19, 173.93it/s]\n1979 19.6848 : 37%|███▋ | 1968/5335 [00:23<00:19, 173.93it/s]\n1979 19.6848 : 37%|███▋ | 1986/5335 [00:23<00:21, 158.13it/s]\n1999 27.4414 : 37%|███▋ | 1986/5335 [00:23<00:21, 158.13it/s]\n1999 27.4414 : 38%|███▊ | 2003/5335 [00:23<00:24, 136.36it/s]\n1999 27.4414 : 38%|███▊ | 2018/5335 [00:23<00:25, 131.11it/s]\n2019 24.5308 : 38%|███▊ | 2018/5335 [00:23<00:25, 131.11it/s]\n2019 24.5308 : 38%|███▊ | 2032/5335 [00:23<00:25, 131.60it/s]\n2039 26.3899 : 38%|███▊ | 2032/5335 [00:23<00:25, 131.60it/s]\n2039 26.3899 : 38%|███▊ | 2046/5335 [00:23<00:24, 133.34it/s]\n2059 24.9392 : 38%|███▊ | 2046/5335 [00:23<00:24, 133.34it/s]\n2059 24.9392 : 39%|███▊ | 2060/5335 [00:23<00:24, 134.91it/s]\n2059 24.9392 : 39%|███▉ | 2074/5335 [00:23<00:24, 135.61it/s]\n2079 23.8081 : 39%|███▉ | 2074/5335 [00:23<00:24, 135.61it/s]\n2079 23.8081 : 39%|███▉ | 2088/5335 [00:24<00:24, 134.22it/s]\n2099 24.0957 : 39%|███▉ | 2088/5335 [00:24<00:24, 134.22it/s]\n2099 24.0957 : 39%|███▉ | 2102/5335 [00:24<00:25, 128.58it/s]\n2099 24.0957 : 40%|███▉ | 2115/5335 [00:24<00:27, 118.39it/s]\n2119 23.8257 : 40%|███▉ | 2115/5335 [00:24<00:27, 118.39it/s]\n2119 23.8257 : 40%|███▉ | 2128/5335 [00:24<00:29, 108.72it/s]\n2139 20.0309 : 40%|███▉ | 2128/5335 [00:24<00:29, 108.72it/s]\n2139 20.0309 : 40%|████ | 2140/5335 [00:24<00:32, 97.61it/s]\n2139 20.0309 : 40%|████ | 2151/5335 [00:24<00:37, 84.96it/s]\n2159 19.9580 : 40%|████ | 2151/5335 [00:24<00:37, 84.96it/s]\n2159 19.9580 : 40%|████ | 2160/5335 [00:24<00:39, 80.54it/s]\n2159 19.9580 : 41%|████ | 2169/5335 [00:25<00:39, 79.18it/s]\n2159 19.9580 : 41%|████ | 2178/5335 [00:25<00:39, 79.79it/s]\n2179 24.5745 : 41%|████ | 2178/5335 [00:25<00:39, 79.79it/s]\n2179 24.5745 : 41%|████ | 2187/5335 [00:25<00:38, 80.79it/s]\n2179 24.5745 : 41%|████ | 2196/5335 [00:25<00:38, 81.24it/s]\n2199 19.5436 : 41%|████ | 2196/5335 [00:25<00:38, 81.24it/s]\n2199 19.5436 : 41%|████▏ | 2205/5335 [00:25<00:38, 81.65it/s]\n2199 19.5436 : 41%|████▏ | 2214/5335 [00:25<00:37, 82.24it/s]\n2219 24.1435 : 41%|████▏ | 2214/5335 [00:25<00:37, 82.24it/s]\n2219 24.1435 : 42%|████▏ | 2223/5335 [00:25<00:37, 82.16it/s]\n2219 24.1435 : 42%|████▏ | 2232/5335 [00:25<00:38, 80.69it/s]\n2239 22.4242 : 42%|████▏ | 2232/5335 [00:25<00:38, 80.69it/s]\n2239 22.4242 : 42%|████▏ | 2241/5335 [00:25<00:40, 76.86it/s]\n2239 22.4242 : 42%|████▏ | 2249/5335 [00:26<00:42, 71.90it/s]\n2239 22.4242 : 42%|████▏ | 2257/5335 [00:26<00:47, 65.13it/s]\n2259 21.8586 : 42%|████▏ | 2257/5335 [00:26<00:47, 65.13it/s]\n2259 21.8586 : 42%|████▏ | 2264/5335 [00:26<00:51, 59.52it/s]\n2259 21.8586 : 43%|████▎ | 2271/5335 [00:26<00:54, 55.90it/s]\n2259 21.8586 : 43%|████▎ | 2277/5335 [00:26<00:56, 54.12it/s]\n2279 16.1997 : 43%|████▎ | 2277/5335 [00:26<00:56, 54.12it/s]\n2279 16.1997 : 43%|████▎ | 2283/5335 [00:26<00:56, 53.62it/s]\n2279 16.1997 : 43%|████▎ | 2290/5335 [00:26<00:54, 56.20it/s]\n2279 16.1997 : 43%|████▎ | 2298/5335 [00:26<00:49, 61.18it/s]\n2299 25.5539 : 43%|████▎ | 2298/5335 [00:26<00:49, 61.18it/s]\n2299 25.5539 : 43%|████▎ | 2306/5335 [00:27<00:46, 65.46it/s]\n2299 25.5539 : 43%|████▎ | 2315/5335 [00:27<00:42, 71.67it/s]\n2319 25.3862 : 43%|████▎ | 2315/5335 [00:27<00:42, 71.67it/s]\n2319 25.3862 : 44%|████▎ | 2325/5335 [00:27<00:38, 77.33it/s]\n2319 25.3862 : 44%|████▍ | 2335/5335 [00:27<00:35, 83.62it/s]\n2339 26.7438 : 44%|████▍ | 2335/5335 [00:27<00:35, 83.62it/s]\n2339 26.7438 : 44%|████▍ | 2345/5335 [00:27<00:34, 87.67it/s]\n2339 26.7438 : 44%|████▍ | 2355/5335 [00:27<00:32, 90.92it/s]\n2359 24.6131 : 44%|████▍ | 2355/5335 [00:27<00:32, 90.92it/s]\n2359 24.6131 : 44%|████▍ | 2366/5335 [00:27<00:31, 93.90it/s]\n2359 24.6131 : 45%|████▍ | 2376/5335 [00:27<00:31, 95.03it/s]\n2379 24.5600 : 45%|████▍ | 2376/5335 [00:27<00:31, 95.03it/s]\n2379 24.5600 : 45%|████▍ | 2386/5335 [00:27<00:31, 92.95it/s]\n2379 24.5600 : 45%|████▍ | 2396/5335 [00:28<00:33, 87.80it/s]\n2399 23.7489 : 45%|████▍ | 2396/5335 [00:28<00:33, 87.80it/s]\n2399 23.7489 : 45%|████▌ | 2405/5335 [00:28<00:36, 80.52it/s]\n2399 23.7489 : 45%|████▌ | 2414/5335 [00:28<00:40, 72.80it/s]\n2419 19.6950 : 45%|████▌ | 2414/5335 [00:28<00:40, 72.80it/s]\n2419 19.6950 : 45%|████▌ | 2422/5335 [00:28<00:44, 66.17it/s]\n2419 19.6950 : 46%|████▌ | 2429/5335 [00:28<00:45, 63.56it/s]\n2419 19.6950 : 46%|████▌ | 2436/5335 [00:28<00:46, 62.53it/s]\n2439 18.9484 : 46%|████▌ | 2436/5335 [00:28<00:46, 62.53it/s]\n2439 18.9484 : 46%|████▌ | 2444/5335 [00:28<00:43, 66.84it/s]\n2439 18.9484 : 46%|████▌ | 2454/5335 [00:28<00:38, 74.06it/s]\n2459 26.4599 : 46%|████▌ | 2454/5335 [00:28<00:38, 74.06it/s]\n2459 26.4599 : 46%|████▌ | 2464/5335 [00:29<00:35, 80.81it/s]\n2459 26.4599 : 46%|████▋ | 2475/5335 [00:29<00:32, 88.78it/s]\n2479 21.6180 : 46%|████▋ | 2475/5335 [00:29<00:32, 88.78it/s]\n2479 21.6180 : 47%|████▋ | 2487/5335 [00:29<00:29, 96.79it/s]\n2479 21.6180 : 47%|████▋ | 2499/5335 [00:29<00:27, 103.07it/s]\n2499 26.2874 : 47%|████▋ | 2499/5335 [00:29<00:27, 103.07it/s]\n2499 26.2874 : 47%|████▋ | 2511/5335 [00:29<00:26, 107.09it/s]\n2519 25.8451 : 47%|████▋ | 2511/5335 [00:29<00:26, 107.09it/s]\n2519 25.8451 : 47%|████▋ | 2523/5335 [00:29<00:25, 110.24it/s]\n2519 25.8451 : 48%|████▊ | 2535/5335 [00:29<00:25, 111.29it/s]\n2539 23.1568 : 48%|████▊ | 2535/5335 [00:29<00:25, 111.29it/s]\n2539 23.1568 : 48%|████▊ | 2547/5335 [00:29<00:25, 107.32it/s]\n2539 23.1568 : 48%|████▊ | 2558/5335 [00:29<00:27, 99.27it/s]\n2559 21.3880 : 48%|████▊ | 2558/5335 [00:29<00:27, 99.27it/s]\n2559 21.3880 : 48%|████▊ | 2569/5335 [00:30<00:31, 88.74it/s]\n2559 21.3880 : 48%|████▊ | 2579/5335 [00:30<00:34, 80.92it/s]\n2579 18.2324 : 48%|████▊ | 2579/5335 [00:30<00:34, 80.92it/s]\n2579 18.2324 : 49%|████▊ | 2588/5335 [00:30<00:35, 77.47it/s]\n2579 18.2324 : 49%|████▊ | 2598/5335 [00:30<00:33, 82.52it/s]\n2599 25.6815 : 49%|████▊ | 2598/5335 [00:30<00:33, 82.52it/s]\n2599 25.6815 : 49%|████▉ | 2609/5335 [00:30<00:30, 89.37it/s]\n2619 23.4198 : 49%|████▉ | 2609/5335 [00:30<00:30, 89.37it/s]\n2619 23.4198 : 49%|████▉ | 2621/5335 [00:30<00:27, 97.50it/s]\n2619 23.4198 : 49%|████▉ | 2634/5335 [00:30<00:25, 106.16it/s]\n2639 25.8998 : 49%|████▉ | 2634/5335 [00:30<00:25, 106.16it/s]\n2639 25.8998 : 50%|████▉ | 2648/5335 [00:30<00:23, 114.58it/s]\n2659 23.2861 : 50%|████▉ | 2648/5335 [00:30<00:23, 114.58it/s]\n2659 23.2861 : 50%|████▉ | 2662/5335 [00:30<00:22, 119.99it/s]\n2659 23.2861 : 50%|█████ | 2676/5335 [00:31<00:21, 124.32it/s]\n2679 26.7125 : 50%|█████ | 2676/5335 [00:31<00:21, 124.32it/s]\n2679 26.7125 : 50%|█████ | 2689/5335 [00:31<00:21, 124.85it/s]\n2699 23.8309 : 50%|█████ | 2689/5335 [00:31<00:21, 124.85it/s]\n2699 23.8309 : 51%|█████ | 2702/5335 [00:31<00:21, 121.28it/s]\n2699 23.8309 : 51%|█████ | 2715/5335 [00:31<00:23, 112.89it/s]\n2719 19.9999 : 51%|█████ | 2715/5335 [00:31<00:23, 112.89it/s]\n2719 19.9999 : 51%|█████ | 2727/5335 [00:31<00:25, 100.55it/s]\n2719 19.9999 : 51%|█████▏ | 2738/5335 [00:31<00:28, 92.59it/s]\n2739 18.4883 : 51%|█████▏ | 2738/5335 [00:31<00:28, 92.59it/s]\n2739 18.4883 : 52%|█████▏ | 2748/5335 [00:31<00:28, 91.96it/s]\n2739 18.4883 : 52%|█████▏ | 2758/5335 [00:31<00:27, 93.35it/s]\n2759 24.9873 : 52%|█████▏ | 2758/5335 [00:31<00:27, 93.35it/s]\n2759 24.9873 : 52%|█████▏ | 2769/5335 [00:32<00:26, 96.25it/s]\n2779 24.8404 : 52%|█████▏ | 2769/5335 [00:32<00:26, 96.25it/s]\n2779 24.8404 : 52%|█████▏ | 2781/5335 [00:32<00:25, 101.26it/s]\n2779 24.8404 : 52%|█████▏ | 2794/5335 [00:32<00:23, 107.63it/s]\n2799 25.5043 : 52%|█████▏ | 2794/5335 [00:32<00:23, 107.63it/s]\n2799 25.5043 : 53%|█████▎ | 2807/5335 [00:32<00:22, 112.23it/s]\n2819 25.9629 : 53%|█████▎ | 2807/5335 [00:32<00:22, 112.23it/s]\n2819 25.9629 : 53%|█████▎ | 2820/5335 [00:32<00:21, 115.22it/s]\n2819 25.9629 : 53%|█████▎ | 2833/5335 [00:32<00:21, 117.32it/s]\n2839 23.3277 : 53%|█████▎ | 2833/5335 [00:32<00:21, 117.32it/s]\n2839 23.3277 : 53%|█████▎ | 2845/5335 [00:32<00:21, 116.07it/s]\n2839 23.3277 : 54%|█████▎ | 2857/5335 [00:32<00:22, 111.63it/s]\n2859 25.1906 : 54%|█████▎ | 2857/5335 [00:32<00:22, 111.63it/s]\n2859 25.1906 : 54%|█████▍ | 2869/5335 [00:32<00:24, 102.10it/s]\n2879 19.6700 : 54%|█████▍ | 2869/5335 [00:33<00:24, 102.10it/s]\n2879 19.6700 : 54%|█████▍ | 2880/5335 [00:33<00:26, 91.16it/s]\n2879 19.6700 : 54%|█████▍ | 2890/5335 [00:33<00:29, 83.47it/s]\n2879 19.6700 : 54%|█████▍ | 2899/5335 [00:33<00:29, 81.37it/s]\n2899 23.9977 : 54%|█████▍ | 2899/5335 [00:33<00:29, 81.37it/s]\n2899 23.9977 : 55%|█████▍ | 2908/5335 [00:33<00:30, 79.43it/s]\n2899 23.9977 : 55%|█████▍ | 2917/5335 [00:33<00:30, 78.94it/s]\n2919 24.3551 : 55%|█████▍ | 2917/5335 [00:33<00:30, 78.94it/s]\n2919 24.3551 : 55%|█████▍ | 2926/5335 [00:33<00:29, 80.59it/s]\n2919 24.3551 : 55%|█████▌ | 2935/5335 [00:33<00:28, 82.94it/s]\n2939 24.2806 : 55%|█████▌ | 2935/5335 [00:33<00:28, 82.94it/s]\n2939 24.2806 : 55%|█████▌ | 2945/5335 [00:33<00:27, 86.79it/s]\n2939 24.2806 : 55%|█████▌ | 2955/5335 [00:33<00:26, 89.47it/s]\n2959 26.7786 : 55%|█████▌ | 2955/5335 [00:34<00:26, 89.47it/s]\n2959 26.7786 : 56%|█████▌ | 2965/5335 [00:34<00:25, 91.38it/s]\n2959 26.7786 : 56%|█████▌ | 2975/5335 [00:34<00:25, 93.16it/s]\n2979 25.3273 : 56%|█████▌ | 2975/5335 [00:34<00:25, 93.16it/s]\n2979 25.3273 : 56%|█████▌ | 2985/5335 [00:34<00:25, 93.02it/s]\n2979 25.3273 : 56%|█████▌ | 2995/5335 [00:34<00:25, 91.56it/s]\n2999 24.3314 : 56%|█████▌ | 2995/5335 [00:34<00:25, 91.56it/s]\n2999 24.3314 : 56%|█████▋ | 3005/5335 [00:34<00:26, 88.39it/s]\n2999 24.3314 : 56%|█████▋ | 3014/5335 [00:34<00:28, 82.25it/s]\n3019 24.5848 : 56%|█████▋ | 3014/5335 [00:34<00:28, 82.25it/s]\n3019 24.5848 : 57%|█████▋ | 3023/5335 [00:34<00:30, 74.82it/s]\n3019 24.5848 : 57%|█████▋ | 3031/5335 [00:34<00:33, 68.22it/s]\n3019 24.5848 : 57%|█████▋ | 3038/5335 [00:35<00:36, 62.27it/s]\n3039 21.5388 : 57%|█████▋ | 3038/5335 [00:35<00:36, 62.27it/s]\n3039 21.5388 : 57%|█████▋ | 3045/5335 [00:35<00:38, 59.01it/s]\n3039 21.5388 : 57%|█████▋ | 3052/5335 [00:35<00:37, 61.07it/s]\n3059 24.4742 : 57%|█████▋ | 3052/5335 [00:35<00:37, 61.07it/s]\n3059 24.4742 : 57%|█████▋ | 3060/5335 [00:35<00:35, 63.52it/s]\n3059 24.4742 : 58%|█████▊ | 3068/5335 [00:35<00:34, 66.43it/s]\n3059 24.4742 : 58%|█████▊ | 3076/5335 [00:35<00:32, 69.41it/s]\n3079 24.0639 : 58%|█████▊ | 3076/5335 [00:35<00:32, 69.41it/s]\n3079 24.0639 : 58%|█████▊ | 3085/5335 [00:35<00:30, 73.13it/s]\n3079 24.0639 : 58%|█████▊ | 3094/5335 [00:35<00:29, 76.91it/s]\n3099 25.3548 : 58%|█████▊ | 3094/5335 [00:35<00:29, 76.91it/s]\n3099 25.3548 : 58%|█████▊ | 3103/5335 [00:35<00:27, 79.81it/s]\n3099 25.3548 : 58%|█████▊ | 3112/5335 [00:36<00:27, 81.85it/s]\n3119 23.4682 : 58%|█████▊ | 3112/5335 [00:36<00:27, 81.85it/s]\n3119 23.4682 : 59%|█████▊ | 3121/5335 [00:36<00:26, 82.58it/s]\n3119 23.4682 : 59%|█████▊ | 3130/5335 [00:36<00:26, 83.61it/s]\n3119 23.4682 : 59%|█████▉ | 3139/5335 [00:36<00:26, 82.89it/s]\n3139 25.2879 : 59%|█████▉ | 3139/5335 [00:36<00:26, 82.89it/s]\n3139 25.2879 : 59%|█████▉ | 3148/5335 [00:36<00:27, 79.93it/s]\n3139 25.2879 : 59%|█████▉ | 3157/5335 [00:36<00:29, 74.04it/s]\n3159 23.6765 : 59%|█████▉ | 3157/5335 [00:36<00:29, 74.04it/s]\n3159 23.6765 : 59%|█████▉ | 3165/5335 [00:36<00:32, 66.64it/s]\n3159 23.6765 : 59%|█████▉ | 3172/5335 [00:36<00:35, 60.22it/s]\n3159 23.6765 : 60%|█████▉ | 3179/5335 [00:37<00:39, 54.36it/s]\n3179 19.8629 : 60%|█████▉ | 3179/5335 [00:37<00:39, 54.36it/s]\n3179 19.8629 : 60%|█████▉ | 3185/5335 [00:37<00:41, 51.31it/s]\n3179 19.8629 : 60%|█████▉ | 3191/5335 [00:37<00:42, 50.68it/s]\n3179 19.8629 : 60%|█████▉ | 3197/5335 [00:37<00:41, 51.41it/s]\n3199 12.0721 : 60%|█████▉ | 3197/5335 [00:37<00:41, 51.41it/s]\n3199 12.0721 : 60%|██████ | 3205/5335 [00:37<00:37, 57.26it/s]\n3199 12.0721 : 60%|██████ | 3215/5335 [00:37<00:31, 68.26it/s]\n3219 26.1653 : 60%|██████ | 3215/5335 [00:37<00:31, 68.26it/s]\n3219 26.1653 : 60%|██████ | 3226/5335 [00:37<00:27, 78.00it/s]\n3219 26.1653 : 61%|██████ | 3238/5335 [00:37<00:23, 87.73it/s]\n3239 25.6317 : 61%|██████ | 3238/5335 [00:37<00:23, 87.73it/s]\n3239 25.6317 : 61%|██████ | 3250/5335 [00:38<00:21, 96.09it/s]\n3259 27.5649 : 61%|██████ | 3250/5335 [00:38<00:21, 96.09it/s]\n3259 27.5649 : 61%|██████ | 3262/5335 [00:38<00:20, 102.27it/s]\n3259 27.5649 : 61%|██████▏ | 3274/5335 [00:38<00:19, 105.71it/s]\n3279 25.8946 : 61%|██████▏ | 3274/5335 [00:38<00:19, 105.71it/s]\n3279 25.8946 : 62%|██████▏ | 3286/5335 [00:38<00:18, 108.88it/s]\n3279 25.8946 : 62%|██████▏ | 3297/5335 [00:38<00:18, 108.77it/s]\n3299 23.5116 : 62%|██████▏ | 3297/5335 [00:38<00:18, 108.77it/s]\n3299 23.5116 : 62%|██████▏ | 3308/5335 [00:38<00:19, 103.92it/s]\n3299 23.5116 : 62%|██████▏ | 3319/5335 [00:38<00:21, 93.45it/s]\n3319 22.9242 : 62%|██████▏ | 3319/5335 [00:38<00:21, 93.45it/s]\n3319 22.9242 : 62%|██████▏ | 3329/5335 [00:38<00:24, 82.10it/s]\n3319 22.9242 : 63%|██████▎ | 3338/5335 [00:39<00:26, 75.20it/s]\n3339 21.4854 : 63%|██████▎ | 3338/5335 [00:39<00:26, 75.20it/s]\n3339 21.4854 : 63%|██████▎ | 3346/5335 [00:39<00:27, 72.67it/s]\n3339 21.4854 : 63%|██████▎ | 3354/5335 [00:39<00:26, 73.58it/s]\n3359 27.3650 : 63%|██████▎ | 3354/5335 [00:39<00:26, 73.58it/s]\n3359 27.3650 : 63%|██████▎ | 3364/5335 [00:39<00:24, 79.38it/s]\n3359 27.3650 : 63%|██████▎ | 3374/5335 [00:39<00:23, 84.65it/s]\n3379 24.3094 : 63%|██████▎ | 3374/5335 [00:39<00:23, 84.65it/s]\n3379 24.3094 : 63%|██████▎ | 3385/5335 [00:39<00:21, 91.09it/s]\n3379 24.3094 : 64%|██████▎ | 3397/5335 [00:39<00:19, 97.50it/s]\n3399 26.3524 : 64%|██████▎ | 3397/5335 [00:39<00:19, 97.50it/s]\n3399 26.3524 : 64%|██████▍ | 3409/5335 [00:39<00:18, 102.74it/s]\n3419 26.2605 : 64%|██████▍ | 3409/5335 [00:39<00:18, 102.74it/s]\n3419 26.2605 : 64%|██████▍ | 3421/5335 [00:39<00:18, 105.31it/s]\n3419 26.2605 : 64%|██████▍ | 3433/5335 [00:39<00:17, 107.77it/s]\n3439 24.8293 : 64%|██████▍ | 3433/5335 [00:40<00:17, 107.77it/s]\n3439 24.8293 : 65%|██████▍ | 3444/5335 [00:40<00:17, 108.17it/s]\n3439 24.8293 : 65%|██████▍ | 3455/5335 [00:40<00:17, 104.94it/s]\n3459 23.8967 : 65%|██████▍ | 3455/5335 [00:40<00:17, 104.94it/s]\n3459 23.8967 : 65%|██████▍ | 3466/5335 [00:40<00:19, 96.09it/s]\n3459 23.8967 : 65%|██████▌ | 3476/5335 [00:40<00:21, 84.63it/s]\n3479 23.8801 : 65%|██████▌ | 3476/5335 [00:40<00:21, 84.63it/s]\n3479 23.8801 : 65%|██████▌ | 3485/5335 [00:40<00:24, 76.06it/s]\n3479 23.8801 : 65%|██████▌ | 3493/5335 [00:40<00:25, 71.22it/s]\n3499 22.4223 : 65%|██████▌ | 3493/5335 [00:40<00:25, 71.22it/s]\n3499 22.4223 : 66%|██████▌ | 3501/5335 [00:40<00:26, 70.51it/s]\n3499 22.4223 : 66%|██████▌ | 3510/5335 [00:40<00:24, 73.19it/s]\n3499 22.4223 : 66%|██████▌ | 3519/5335 [00:41<00:24, 75.58it/s]\n3519 25.8527 : 66%|██████▌ | 3519/5335 [00:41<00:24, 75.58it/s]\n3519 25.8527 : 66%|██████▌ | 3528/5335 [00:41<00:23, 78.39it/s]\n3519 25.8527 : 66%|██████▋ | 3538/5335 [00:41<00:21, 82.96it/s]\n3539 25.9688 : 66%|██████▋ | 3538/5335 [00:41<00:21, 82.96it/s]\n3539 25.9688 : 67%|██████▋ | 3548/5335 [00:41<00:20, 87.41it/s]\n3539 25.9688 : 67%|██████▋ | 3559/5335 [00:41<00:19, 91.84it/s]\n3559 26.5650 : 67%|██████▋ | 3559/5335 [00:41<00:19, 91.84it/s]\n3559 26.5650 : 67%|██████▋ | 3570/5335 [00:41<00:18, 95.22it/s]\n3579 26.7421 : 67%|██████▋ | 3570/5335 [00:41<00:18, 95.22it/s]\n3579 26.7421 : 67%|██████▋ | 3581/5335 [00:41<00:18, 97.00it/s]\n3579 26.7421 : 67%|██████▋ | 3591/5335 [00:41<00:17, 97.49it/s]\n3599 24.7238 : 67%|██████▋ | 3591/5335 [00:41<00:17, 97.49it/s]\n3599 24.7238 : 67%|██████▋ | 3601/5335 [00:41<00:17, 96.38it/s]\n3599 24.7238 : 68%|██████▊ | 3611/5335 [00:42<00:18, 91.35it/s]\n3619 24.8739 : 68%|██████▊ | 3611/5335 [00:42<00:18, 91.35it/s]\n3619 24.8739 : 68%|██████▊ | 3621/5335 [00:42<00:20, 82.40it/s]\n3619 24.8739 : 68%|██████▊ | 3630/5335 [00:42<00:23, 72.94it/s]\n3619 24.8739 : 68%|██████▊ | 3638/5335 [00:42<00:25, 65.35it/s]\n3639 24.0872 : 68%|██████▊ | 3638/5335 [00:42<00:25, 65.35it/s]\n3639 24.0872 : 68%|██████▊ | 3645/5335 [00:42<00:27, 62.44it/s]\n3639 24.0872 : 68%|██████▊ | 3652/5335 [00:42<00:27, 61.85it/s]\n3639 24.0872 : 69%|██████▊ | 3659/5335 [00:42<00:26, 63.08it/s]\n3659 19.7225 : 69%|██████▊ | 3659/5335 [00:42<00:26, 63.08it/s]\n3659 19.7225 : 69%|██████▊ | 3667/5335 [00:42<00:25, 66.23it/s]\n3659 19.7225 : 69%|██████▉ | 3674/5335 [00:43<00:24, 67.19it/s]\n3679 27.3200 : 69%|██████▉ | 3674/5335 [00:43<00:24, 67.19it/s]\n3679 27.3200 : 69%|██████▉ | 3682/5335 [00:43<00:23, 69.01it/s]\n3679 27.3200 : 69%|██████▉ | 3691/5335 [00:43<00:22, 72.97it/s]\n3699 23.3585 : 69%|██████▉ | 3691/5335 [00:43<00:22, 72.97it/s]\n3699 23.3585 : 69%|██████▉ | 3700/5335 [00:43<00:21, 76.65it/s]\n3699 23.3585 : 70%|██████▉ | 3709/5335 [00:43<00:20, 80.10it/s]\n3699 23.3585 : 70%|██████▉ | 3718/5335 [00:43<00:19, 82.45it/s]\n3719 26.8382 : 70%|██████▉ | 3718/5335 [00:43<00:19, 82.45it/s]\n3719 26.8382 : 70%|██████▉ | 3727/5335 [00:43<00:19, 83.45it/s]\n3719 26.8382 : 70%|███████ | 3736/5335 [00:43<00:18, 84.66it/s]\n3739 26.0736 : 70%|███████ | 3736/5335 [00:43<00:18, 84.66it/s]\n3739 26.0736 : 70%|███████ | 3745/5335 [00:43<00:18, 85.25it/s]\n3739 26.0736 : 70%|███████ | 3754/5335 [00:44<00:18, 83.36it/s]\n3759 23.5843 : 70%|███████ | 3754/5335 [00:44<00:18, 83.36it/s]\n3759 23.5843 : 71%|███████ | 3763/5335 [00:44<00:20, 78.52it/s]\n3759 23.5843 : 71%|███████ | 3771/5335 [00:44<00:21, 71.91it/s]\n3759 23.5843 : 71%|███████ | 3779/5335 [00:44<00:24, 64.51it/s]\n3779 24.3577 : 71%|███████ | 3779/5335 [00:44<00:24, 64.51it/s]\n3779 24.3577 : 71%|███████ | 3786/5335 [00:44<00:26, 58.57it/s]\n3779 24.3577 : 71%|███████ | 3793/5335 [00:44<00:28, 54.89it/s]\n3779 24.3577 : 71%|███████ | 3799/5335 [00:44<00:28, 53.31it/s]\n3799 23.6713 : 71%|███████ | 3799/5335 [00:44<00:28, 53.31it/s]\n3799 23.6713 : 71%|███████▏ | 3805/5335 [00:44<00:28, 52.90it/s]\n3799 23.6713 : 71%|███████▏ | 3811/5335 [00:45<00:28, 54.19it/s]\n3799 23.6713 : 72%|███████▏ | 3819/5335 [00:45<00:25, 59.93it/s]\n3819 20.0438 : 72%|███████▏ | 3819/5335 [00:45<00:25, 59.93it/s]\n3819 20.0438 : 72%|███████▏ | 3828/5335 [00:45<00:22, 66.36it/s]\n3819 20.0438 : 72%|███████▏ | 3837/5335 [00:45<00:20, 71.51it/s]\n3839 24.2897 : 72%|███████▏ | 3837/5335 [00:45<00:20, 71.51it/s]\n3839 24.2897 : 72%|███████▏ | 3848/5335 [00:45<00:18, 80.07it/s]\n3859 24.3734 : 72%|███████▏ | 3848/5335 [00:45<00:18, 80.07it/s]\n3859 24.3734 : 72%|███████▏ | 3860/5335 [00:45<00:16, 89.30it/s]\n3859 24.3734 : 73%|███████▎ | 3873/5335 [00:45<00:14, 98.83it/s]\n3879 21.6806 : 73%|███████▎ | 3873/5335 [00:45<00:14, 98.83it/s]\n3879 21.6806 : 73%|███████▎ | 3886/5335 [00:45<00:13, 105.47it/s]\n3879 21.6806 : 73%|███████▎ | 3898/5335 [00:45<00:13, 109.44it/s]\n3899 25.2826 : 73%|███████▎ | 3898/5335 [00:45<00:13, 109.44it/s]\n3899 25.2826 : 73%|███████▎ | 3910/5335 [00:46<00:12, 111.17it/s]\n3919 20.5893 : 73%|███████▎ | 3910/5335 [00:46<00:12, 111.17it/s]\n3919 20.5893 : 74%|███████▎ | 3922/5335 [00:46<00:12, 111.76it/s]\n3919 20.5893 : 74%|███████▎ | 3934/5335 [00:46<00:12, 108.15it/s]\n3939 21.0197 : 74%|███████▎ | 3934/5335 [00:46<00:12, 108.15it/s]\n3939 21.0197 : 74%|███████▍ | 3945/5335 [00:46<00:13, 101.24it/s]\n3939 21.0197 : 74%|███████▍ | 3956/5335 [00:46<00:14, 94.20it/s]\n3959 23.7227 : 74%|███████▍ | 3956/5335 [00:46<00:14, 94.20it/s]\n3959 23.7227 : 74%|███████▍ | 3966/5335 [00:46<00:14, 91.65it/s]\n3959 23.7227 : 75%|███████▍ | 3976/5335 [00:46<00:14, 93.16it/s]\n3979 27.1013 : 75%|███████▍ | 3976/5335 [00:46<00:14, 93.16it/s]\n3979 27.1013 : 75%|███████▍ | 3987/5335 [00:46<00:14, 95.38it/s]\n3979 27.1013 : 75%|███████▍ | 3999/5335 [00:46<00:13, 101.00it/s]\n3999 25.4832 : 75%|███████▍ | 3999/5335 [00:46<00:13, 101.00it/s]\n3999 25.4832 : 75%|███████▌ | 4013/5335 [00:47<00:11, 110.27it/s]\n4019 25.0847 : 75%|███████▌ | 4013/5335 [00:47<00:11, 110.27it/s]\n4019 25.0847 : 76%|███████▌ | 4028/5335 [00:47<00:10, 119.67it/s]\n4039 22.8183 : 76%|███████▌ | 4028/5335 [00:47<00:10, 119.67it/s]\n4039 22.8183 : 76%|███████▌ | 4043/5335 [00:47<00:10, 125.95it/s]\n4039 22.8183 : 76%|███████▌ | 4057/5335 [00:47<00:09, 129.54it/s]\n4059 25.5441 : 76%|███████▌ | 4057/5335 [00:47<00:09, 129.54it/s]\n4059 25.5441 : 76%|███████▋ | 4071/5335 [00:47<00:09, 131.96it/s]\n4079 23.7221 : 76%|███████▋ | 4071/5335 [00:47<00:09, 131.96it/s]\n4079 23.7221 : 77%|███████▋ | 4085/5335 [00:47<00:09, 128.90it/s]\n4079 23.7221 : 77%|███████▋ | 4098/5335 [00:47<00:10, 120.85it/s]\n4099 23.0498 : 77%|███████▋ | 4098/5335 [00:47<00:10, 120.85it/s]\n4099 23.0498 : 77%|███████▋ | 4111/5335 [00:47<00:10, 113.08it/s]\n4119 25.8123 : 77%|███████▋ | 4111/5335 [00:47<00:10, 113.08it/s]\n4119 25.8123 : 77%|███████▋ | 4123/5335 [00:47<00:11, 106.28it/s]\n4119 25.8123 : 77%|███████▋ | 4134/5335 [00:48<00:11, 104.09it/s]\n4139 25.4159 : 77%|███████▋ | 4134/5335 [00:48<00:11, 104.09it/s]\n4139 25.4159 : 78%|███████▊ | 4145/5335 [00:48<00:11, 103.59it/s]\n4139 25.4159 : 78%|███████▊ | 4158/5335 [00:48<00:10, 108.50it/s]\n4159 24.0560 : 78%|███████▊ | 4158/5335 [00:48<00:10, 108.50it/s]\n4159 24.0560 : 78%|███████▊ | 4172/5335 [00:48<00:10, 115.86it/s]\n4179 26.9846 : 78%|███████▊ | 4172/5335 [00:48<00:10, 115.86it/s]\n4179 26.9846 : 78%|███████▊ | 4186/5335 [00:48<00:09, 121.81it/s]\n4199 24.7089 : 78%|███████▊ | 4186/5335 [00:48<00:09, 121.81it/s]\n4199 24.7089 : 79%|███████▊ | 4200/5335 [00:48<00:09, 125.39it/s]\n4199 24.7089 : 79%|███████▉ | 4214/5335 [00:48<00:08, 127.48it/s]\n4219 25.1629 : 79%|███████▉ | 4214/5335 [00:48<00:08, 127.48it/s]\n4219 25.1629 : 79%|███████▉ | 4227/5335 [00:48<00:08, 127.63it/s]\n4239 24.8837 : 79%|███████▉ | 4227/5335 [00:48<00:08, 127.63it/s]\n4239 24.8837 : 79%|███████▉ | 4240/5335 [00:48<00:08, 122.47it/s]\n4239 24.8837 : 80%|███████▉ | 4253/5335 [00:49<00:09, 112.81it/s]\n4259 25.1329 : 80%|███████▉ | 4253/5335 [00:49<00:09, 112.81it/s]\n4259 25.1329 : 80%|███████▉ | 4265/5335 [00:49<00:10, 106.13it/s]\n4259 25.1329 : 80%|████████ | 4276/5335 [00:49<00:10, 98.72it/s]\n4279 26.0796 : 80%|████████ | 4276/5335 [00:49<00:10, 98.72it/s]\n4279 26.0796 : 80%|████████ | 4287/5335 [00:49<00:11, 94.23it/s]\n4279 26.0796 : 81%|████████ | 4297/5335 [00:49<00:10, 94.42it/s]\n4299 24.2843 : 81%|████████ | 4297/5335 [00:49<00:10, 94.42it/s]\n4299 24.2843 : 81%|████████ | 4308/5335 [00:49<00:10, 97.31it/s]\n4319 25.5379 : 81%|████████ | 4308/5335 [00:49<00:10, 97.31it/s]\n4319 25.5379 : 81%|████████ | 4320/5335 [00:49<00:09, 102.21it/s]\n4319 25.5379 : 81%|████████ | 4332/5335 [00:49<00:09, 106.14it/s]\n4339 24.5889 : 81%|████████ | 4332/5335 [00:49<00:09, 106.14it/s]\n4339 24.5889 : 81%|████████▏ | 4344/5335 [00:50<00:09, 108.79it/s]\n4339 24.5889 : 82%|████████▏ | 4356/5335 [00:50<00:08, 110.70it/s]\n4359 25.8527 : 82%|████████▏ | 4356/5335 [00:50<00:08, 110.70it/s]\n4359 25.8527 : 82%|████████▏ | 4368/5335 [00:50<00:08, 110.94it/s]\n4379 24.0696 : 82%|████████▏ | 4368/5335 [00:50<00:08, 110.94it/s]\n4379 24.0696 : 82%|████████▏ | 4380/5335 [00:50<00:08, 110.00it/s]\n4379 24.0696 : 82%|████████▏ | 4392/5335 [00:50<00:09, 104.25it/s]\n4399 24.1772 : 82%|████████▏ | 4392/5335 [00:50<00:09, 104.25it/s]\n4399 24.1772 : 83%|████████▎ | 4403/5335 [00:50<00:09, 95.59it/s]\n4399 24.1772 : 83%|████████▎ | 4413/5335 [00:50<00:10, 89.54it/s]\n4419 18.7792 : 83%|████████▎ | 4413/5335 [00:50<00:10, 89.54it/s]\n4419 18.7792 : 83%|████████▎ | 4423/5335 [00:50<00:10, 88.90it/s]\n4419 18.7792 : 83%|████████▎ | 4436/5335 [00:50<00:09, 98.47it/s]\n4439 27.8048 : 83%|████████▎ | 4436/5335 [00:50<00:09, 98.47it/s]\n4439 27.8048 : 83%|████████▎ | 4450/5335 [00:51<00:08, 108.48it/s]\n4459 23.8243 : 83%|████████▎ | 4450/5335 [00:51<00:08, 108.48it/s]\n4459 23.8243 : 84%|████████▎ | 4466/5335 [00:51<00:07, 120.89it/s]\n4479 26.7729 : 84%|████████▎ | 4466/5335 [00:51<00:07, 120.89it/s]\n4479 26.7729 : 84%|████████▍ | 4483/5335 [00:51<00:06, 132.59it/s]\n4499 25.8996 : 84%|████████▍ | 4483/5335 [00:51<00:06, 132.59it/s]\n4499 25.8996 : 84%|████████▍ | 4500/5335 [00:51<00:05, 140.87it/s]\n4499 25.8996 : 85%|████████▍ | 4516/5335 [00:51<00:05, 146.01it/s]\n4519 25.3344 : 85%|████████▍ | 4516/5335 [00:51<00:05, 146.01it/s]\n4519 25.3344 : 85%|████████▍ | 4532/5335 [00:51<00:05, 147.97it/s]\n4539 24.7799 : 85%|████████▍ | 4532/5335 [00:51<00:05, 147.97it/s]\n4539 24.7799 : 85%|████████▌ | 4547/5335 [00:51<00:05, 143.95it/s]\n4559 24.2982 : 85%|████████▌ | 4547/5335 [00:51<00:05, 143.95it/s]\n4559 24.2982 : 86%|████████▌ | 4562/5335 [00:51<00:05, 131.95it/s]\n4559 24.2982 : 86%|████████▌ | 4576/5335 [00:51<00:05, 128.35it/s]\n4579 22.9124 : 86%|████████▌ | 4576/5335 [00:51<00:05, 128.35it/s]\n4579 22.9124 : 86%|████████▌ | 4592/5335 [00:52<00:05, 136.07it/s]\n4599 25.2750 : 86%|████████▌ | 4592/5335 [00:52<00:05, 136.07it/s]\n4599 25.2750 : 86%|████████▋ | 4610/5335 [00:52<00:04, 146.81it/s]\n4619 25.6227 : 86%|████████▋ | 4610/5335 [00:52<00:04, 146.81it/s]\n4619 25.6227 : 87%|████████▋ | 4630/5335 [00:52<00:04, 160.78it/s]\n4639 26.5839 : 87%|████████▋ | 4630/5335 [00:52<00:04, 160.78it/s]\n4639 26.5839 : 87%|████████▋ | 4650/5335 [00:52<00:04, 169.73it/s]\n4659 25.9116 : 87%|████████▋ | 4650/5335 [00:52<00:04, 169.73it/s]\n4659 25.9116 : 88%|████████▊ | 4669/5335 [00:52<00:03, 175.37it/s]\n4679 24.2892 : 88%|████████▊ | 4669/5335 [00:52<00:03, 175.37it/s]\n4679 24.2892 : 88%|████████▊ | 4688/5335 [00:52<00:03, 177.92it/s]\n4699 24.8238 : 88%|████████▊ | 4688/5335 [00:52<00:03, 177.92it/s]\n4699 24.8238 : 88%|████████▊ | 4706/5335 [00:52<00:03, 170.64it/s]\n4719 26.1178 : 88%|████████▊ | 4706/5335 [00:52<00:03, 170.64it/s]\n4719 26.1178 : 89%|████████▊ | 4724/5335 [00:52<00:03, 160.07it/s]\n4739 27.9143 : 89%|████████▊ | 4724/5335 [00:52<00:03, 160.07it/s]\n4739 27.9143 : 89%|████████▉ | 4741/5335 [00:52<00:04, 136.52it/s]\n4739 27.9143 : 89%|████████▉ | 4756/5335 [00:53<00:04, 128.23it/s]\n4759 26.5264 : 89%|████████▉ | 4756/5335 [00:53<00:04, 128.23it/s]\n4759 26.5264 : 89%|████████▉ | 4770/5335 [00:53<00:04, 127.02it/s]\n4779 26.7099 : 89%|████████▉ | 4770/5335 [00:53<00:04, 127.02it/s]\n4779 26.7099 : 90%|████████▉ | 4784/5335 [00:53<00:04, 128.54it/s]\n4779 26.7099 : 90%|████████▉ | 4798/5335 [00:53<00:04, 129.96it/s]\n4799 25.3348 : 90%|████████▉ | 4798/5335 [00:53<00:04, 129.96it/s]\n4799 25.3348 : 90%|█████████ | 4812/5335 [00:53<00:03, 130.96it/s]\n4819 25.1580 : 90%|█████████ | 4812/5335 [00:53<00:03, 130.96it/s]\n4819 25.1580 : 90%|█████████ | 4826/5335 [00:53<00:03, 130.52it/s]\n4839 25.2131 : 90%|█████████ | 4826/5335 [00:53<00:03, 130.52it/s]\n4839 25.2131 : 91%|█████████ | 4840/5335 [00:53<00:03, 127.29it/s]\n4839 25.2131 : 91%|█████████ | 4853/5335 [00:53<00:04, 118.79it/s]\n4859 24.8576 : 91%|█████████ | 4853/5335 [00:53<00:04, 118.79it/s]\n4859 24.8576 : 91%|█████████ | 4866/5335 [00:54<00:04, 108.01it/s]\n4859 24.8576 : 91%|█████████▏| 4878/5335 [00:54<00:04, 102.07it/s]\n4879 24.9813 : 91%|█████████▏| 4878/5335 [00:54<00:04, 102.07it/s]\n4879 24.9813 : 92%|█████████▏| 4889/5335 [00:54<00:04, 93.78it/s]\n4879 24.9813 : 92%|█████████▏| 4899/5335 [00:54<00:04, 90.27it/s]\n4899 24.6033 : 92%|█████████▏| 4899/5335 [00:54<00:04, 90.27it/s]\n4899 24.6033 : 92%|█████████▏| 4909/5335 [00:54<00:04, 90.99it/s]\n4899 24.6033 : 92%|█████████▏| 4919/5335 [00:54<00:04, 93.30it/s]\n4919 24.1499 : 92%|█████████▏| 4919/5335 [00:54<00:04, 93.30it/s]\n4919 24.1499 : 92%|█████████▏| 4930/5335 [00:54<00:04, 95.75it/s]\n4939 24.9934 : 92%|█████████▏| 4930/5335 [00:54<00:04, 95.75it/s]\n4939 24.9934 : 93%|█████████▎| 4940/5335 [00:54<00:04, 96.83it/s]\n4939 24.9934 : 93%|█████████▎| 4951/5335 [00:54<00:03, 99.44it/s]\n4959 23.9928 : 93%|█████████▎| 4951/5335 [00:55<00:03, 99.44it/s]\n4959 23.9928 : 93%|█████████▎| 4962/5335 [00:55<00:03, 100.71it/s]\n4959 23.9928 : 93%|█████████▎| 4973/5335 [00:55<00:03, 100.88it/s]\n4979 24.6053 : 93%|█████████▎| 4973/5335 [00:55<00:03, 100.88it/s]\n4979 24.6053 : 93%|█████████▎| 4984/5335 [00:55<00:03, 96.81it/s]\n4979 24.6053 : 94%|█████████▎| 4994/5335 [00:55<00:03, 89.95it/s]\n4999 24.9791 : 94%|█████████▎| 4994/5335 [00:55<00:03, 89.95it/s]\n4999 24.9791 : 94%|█████████▍| 5004/5335 [00:55<00:04, 81.92it/s]\n4999 24.9791 : 94%|█████████▍| 5013/5335 [00:55<00:04, 75.82it/s]\n5019 25.1175 : 94%|█████████▍| 5013/5335 [00:55<00:04, 75.82it/s]\n5019 25.1175 : 94%|█████████▍| 5021/5335 [00:55<00:04, 70.74it/s]\n5019 25.1175 : 94%|█████████▍| 5029/5335 [00:55<00:04, 68.68it/s]\n5019 25.1175 : 94%|█████████▍| 5039/5335 [00:56<00:03, 75.45it/s]\n5039 27.5497 : 94%|█████████▍| 5039/5335 [00:56<00:03, 75.45it/s]\n5039 27.5497 : 95%|█████████▍| 5050/5335 [00:56<00:03, 82.49it/s]\n5059 25.4145 : 95%|█████████▍| 5050/5335 [00:56<00:03, 82.49it/s]\n5059 25.4145 : 95%|█████████▍| 5062/5335 [00:56<00:02, 91.14it/s]\n5059 25.4145 : 95%|█████████▌| 5075/5335 [00:56<00:02, 100.02it/s]\n5079 26.6469 : 95%|█████████▌| 5075/5335 [00:56<00:02, 100.02it/s]\n5079 26.6469 : 95%|█████████▌| 5088/5335 [00:56<00:02, 107.68it/s]\n5099 27.8851 : 95%|█████████▌| 5088/5335 [00:56<00:02, 107.68it/s]\n5099 27.8851 : 96%|█████████▌| 5101/5335 [00:56<00:02, 113.16it/s]\n5099 27.8851 : 96%|█████████▌| 5114/5335 [00:56<00:01, 117.56it/s]\n5119 26.5010 : 96%|█████████▌| 5114/5335 [00:56<00:01, 117.56it/s]\n5119 26.5010 : 96%|█████████▌| 5127/5335 [00:56<00:01, 119.48it/s]\n5139 24.4466 : 96%|█████████▌| 5127/5335 [00:56<00:01, 119.48it/s]\n5139 24.4466 : 96%|█████████▋| 5140/5335 [00:56<00:01, 116.40it/s]\n5139 24.4466 : 97%|█████████▋| 5152/5335 [00:57<00:01, 108.78it/s]\n5159 24.9924 : 97%|█████████▋| 5152/5335 [00:57<00:01, 108.78it/s]\n5159 24.9924 : 97%|█████████▋| 5164/5335 [00:57<00:01, 99.70it/s]\n5159 24.9924 : 97%|█████████▋| 5175/5335 [00:57<00:01, 92.12it/s]\n5179 25.8780 : 97%|█████████▋| 5175/5335 [00:57<00:01, 92.12it/s]\n5179 25.8780 : 97%|█████████▋| 5185/5335 [00:57<00:01, 90.72it/s]\n5179 25.8780 : 97%|█████████▋| 5197/5335 [00:57<00:01, 97.67it/s]\n5199 27.1586 : 97%|█████████▋| 5197/5335 [00:57<00:01, 97.67it/s]\n5199 27.1586 : 98%|█████████▊| 5211/5335 [00:57<00:01, 106.94it/s]\n5219 26.3455 : 98%|█████████▊| 5211/5335 [00:57<00:01, 106.94it/s]\n5219 26.3455 : 98%|█████████▊| 5226/5335 [00:57<00:00, 117.38it/s]\n5239 27.0302 : 98%|█████████▊| 5226/5335 [00:57<00:00, 117.38it/s]\n5239 27.0302 : 98%|█████████▊| 5242/5335 [00:57<00:00, 127.24it/s]\n5239 27.0302 : 99%|█████████▊| 5258/5335 [00:57<00:00, 134.99it/s]\n5259 26.0070 : 99%|█████████▊| 5258/5335 [00:58<00:00, 134.99it/s]\n5259 26.0070 : 99%|█████████▉| 5274/5335 [00:58<00:00, 140.71it/s]\n5279 24.9669 : 99%|█████████▉| 5274/5335 [00:58<00:00, 140.71it/s]\n5279 24.9669 : 99%|█████████▉| 5289/5335 [00:58<00:00, 140.97it/s]\n5299 25.1446 : 99%|█████████▉| 5289/5335 [00:58<00:00, 140.97it/s]\n5299 25.1446 : 99%|█████████▉| 5304/5335 [00:58<00:00, 135.41it/s]\n5299 25.1446 : 100%|█████████▉| 5318/5335 [00:58<00:00, 124.45it/s]\n5319 24.7313 : 100%|█████████▉| 5318/5335 [00:58<00:00, 124.45it/s]\n5319 24.7313 : 100%|█████████▉| 5331/5335 [00:58<00:00, 115.46it/s]\n5319 24.7313 : 100%|██████████| 5335/5335 [00:58<00:00, 91.00it/s]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 1\n epoch_size: 26671680\n batches_per_epoch: 5335\n batch_size: 5000\n optim_type: 'ray'\n\n 0%| | 0/5335 [00:00<?, ?it/s]\n 0%| | 3/5335 [00:00<03:02, 29.23it/s]\n 0%| | 6/5335 [00:00<03:13, 27.49it/s]\n 0%| | 11/5335 [00:00<02:30, 35.43it/s]\n 0%| | 16/5335 [00:00<02:11, 40.50it/s]\n5354 19.5023 : 0%| | 16/5335 [00:00<02:11, 40.50it/s]\n5354 19.5023 : 0%| | 22/5335 [00:00<01:58, 44.87it/s]\n5354 19.5023 : 1%| | 28/5335 [00:00<01:52, 47.21it/s]\n5354 19.5023 : 1%| | 34/5335 [00:00<01:47, 49.42it/s]\n5374 22.0903 : 1%| | 34/5335 [00:00<01:47, 49.42it/s]\n5374 22.0903 : 1%| | 41/5335 [00:00<01:38, 53.69it/s]\n5374 22.0903 : 1%| | 49/5335 [00:00<01:29, 59.19it/s]\n5374 22.0903 : 1%| | 57/5335 [00:01<01:21, 65.06it/s]\n5394 22.4892 : 1%| | 57/5335 [00:01<01:21, 65.06it/s]\n5394 22.4892 : 1%| | 65/5335 [00:01<01:16, 68.99it/s]\n5394 22.4892 : 1%|▏ | 73/5335 [00:01<01:12, 72.11it/s]\n5414 22.9025 : 1%|▏ | 73/5335 [00:01<01:12, 72.11it/s]\n5414 22.9025 : 2%|▏ | 82/5335 [00:01<01:10, 74.77it/s]\n5414 22.9025 : 2%|▏ | 91/5335 [00:01<01:08, 76.74it/s]\n5434 22.8703 : 2%|▏ | 91/5335 [00:01<01:08, 76.74it/s]\n5434 22.8703 : 2%|▏ | 100/5335 [00:01<01:07, 77.73it/s]\n5434 22.8703 : 2%|▏ | 109/5335 [00:01<01:06, 79.05it/s]\n5434 22.8703 : 2%|▏ | 117/5335 [00:01<01:06, 78.03it/s]\n5454 21.3939 : 2%|▏ | 117/5335 [00:01<01:06, 78.03it/s]\n5454 21.3939 : 2%|▏ | 125/5335 [00:01<01:09, 74.59it/s]\n5454 21.3939 : 2%|▏ | 133/5335 [00:02<01:14, 69.71it/s]\n5474 21.1332 : 2%|▏ | 133/5335 [00:02<01:14, 69.71it/s]\n5474 21.1332 : 3%|▎ | 141/5335 [00:02<01:19, 65.04it/s]\n5474 21.1332 : 3%|▎ | 148/5335 [00:02<01:24, 61.62it/s]\n5474 21.1332 : 3%|▎ | 155/5335 [00:02<01:24, 61.60it/s]\n5494 22.5178 : 3%|▎ | 155/5335 [00:02<01:24, 61.60it/s]\n5494 22.5178 : 3%|▎ | 162/5335 [00:02<01:23, 62.08it/s]\n5494 22.5178 : 3%|▎ | 169/5335 [00:02<01:23, 62.03it/s]\n5494 22.5178 : 3%|▎ | 176/5335 [00:02<01:21, 62.99it/s]\n5514 25.1444 : 3%|▎ | 176/5335 [00:02<01:21, 62.99it/s]\n5514 25.1444 : 3%|▎ | 183/5335 [00:02<01:19, 64.56it/s]\n5514 25.1444 : 4%|▎ | 191/5335 [00:03<01:16, 67.40it/s]\n5534 22.9705 : 4%|▎ | 191/5335 [00:03<01:16, 67.40it/s]\n5534 22.9705 : 4%|▎ | 200/5335 [00:03<01:10, 72.66it/s]\n5534 22.9705 : 4%|▍ | 210/5335 [00:03<01:04, 79.93it/s]\n5554 24.5430 : 4%|▍ | 210/5335 [00:03<01:04, 79.93it/s]\n5554 24.5430 : 4%|▍ | 221/5335 [00:03<00:59, 86.13it/s]\n5554 24.5430 : 4%|▍ | 232/5335 [00:03<00:56, 90.42it/s]\n5574 26.6955 : 4%|▍ | 232/5335 [00:03<00:56, 90.42it/s]\n5574 26.6955 : 5%|▍ | 242/5335 [00:03<00:55, 91.99it/s]\n5574 26.6955 : 5%|▍ | 252/5335 [00:03<00:54, 93.86it/s]\n5594 25.3195 : 5%|▍ | 252/5335 [00:03<00:54, 93.86it/s]\n5594 25.3195 : 5%|▍ | 263/5335 [00:03<00:52, 96.03it/s]\n5594 25.3195 : 5%|▌ | 273/5335 [00:03<00:53, 94.43it/s]\n5614 24.9697 : 5%|▌ | 273/5335 [00:03<00:53, 94.43it/s]\n5614 24.9697 : 5%|▌ | 283/5335 [00:04<00:57, 88.23it/s]\n5614 24.9697 : 5%|▌ | 292/5335 [00:04<01:01, 82.39it/s]\n5634 24.3198 : 5%|▌ | 292/5335 [00:04<01:01, 82.39it/s]\n5634 24.3198 : 6%|▌ | 301/5335 [00:04<01:05, 77.40it/s]\n5634 24.3198 : 6%|▌ | 309/5335 [00:04<01:08, 73.43it/s]\n5634 24.3198 : 6%|▌ | 317/5335 [00:04<01:14, 67.22it/s]\n5654 24.8458 : 6%|▌ | 317/5335 [00:04<01:14, 67.22it/s]\n5654 24.8458 : 6%|▌ | 324/5335 [00:04<01:17, 64.34it/s]\n5654 24.8458 : 6%|▌ | 331/5335 [00:04<01:18, 63.40it/s]\n5654 24.8458 : 6%|▋ | 338/5335 [00:04<01:18, 63.45it/s]\n5674 24.1731 : 6%|▋ | 338/5335 [00:04<01:18, 63.45it/s]\n5674 24.1731 : 6%|▋ | 346/5335 [00:05<01:15, 66.37it/s]\n5674 24.1731 : 7%|▋ | 355/5335 [00:05<01:09, 71.52it/s]\n5694 26.9016 : 7%|▋ | 355/5335 [00:05<01:09, 71.52it/s]\n5694 26.9016 : 7%|▋ | 365/5335 [00:05<01:03, 78.23it/s]\n5694 26.9016 : 7%|▋ | 375/5335 [00:05<00:59, 83.66it/s]\n5714 23.6531 : 7%|▋ | 375/5335 [00:05<00:59, 83.66it/s]\n5714 23.6531 : 7%|▋ | 385/5335 [00:05<00:57, 86.83it/s]\n5714 23.6531 : 7%|▋ | 395/5335 [00:05<00:55, 88.86it/s]\n5734 25.7088 : 7%|▋ | 395/5335 [00:05<00:55, 88.86it/s]\n5734 25.7088 : 8%|▊ | 405/5335 [00:05<00:55, 89.61it/s]\n5734 25.7088 : 8%|▊ | 415/5335 [00:05<00:54, 90.66it/s]\n5754 24.9477 : 8%|▊ | 415/5335 [00:05<00:54, 90.66it/s]\n5754 24.9477 : 8%|▊ | 425/5335 [00:05<00:55, 88.73it/s]\n5754 24.9477 : 8%|▊ | 434/5335 [00:05<00:58, 83.47it/s]\n5774 24.3233 : 8%|▊ | 434/5335 [00:06<00:58, 83.47it/s]\n5774 24.3233 : 8%|▊ | 443/5335 [00:06<01:02, 77.96it/s]\n5774 24.3233 : 8%|▊ | 451/5335 [00:06<01:06, 73.93it/s]\n5774 24.3233 : 9%|▊ | 459/5335 [00:06<01:09, 69.86it/s]\n5794 18.7561 : 9%|▊ | 459/5335 [00:06<01:09, 69.86it/s]\n5794 18.7561 : 9%|▉ | 467/5335 [00:06<01:20, 60.36it/s]\n5794 18.7561 : 9%|▉ | 474/5335 [00:06<01:29, 54.42it/s]\n5814 22.5768 : 9%|▉ | 474/5335 [00:06<01:29, 54.42it/s]\n5814 22.5768 : 9%|▉ | 480/5335 [00:06<01:32, 52.27it/s]\n5814 22.5768 : 9%|▉ | 486/5335 [00:06<01:34, 51.54it/s]\n5814 22.5768 : 9%|▉ | 492/5335 [00:07<01:34, 51.48it/s]\n5814 22.5768 : 9%|▉ | 498/5335 [00:07<01:30, 53.43it/s]\n5834 25.0249 : 9%|▉ | 498/5335 [00:07<01:30, 53.43it/s]\n5834 25.0249 : 9%|▉ | 505/5335 [00:07<01:25, 56.63it/s]\n5834 25.0249 : 10%|▉ | 513/5335 [00:07<01:18, 61.26it/s]\n5854 26.6588 : 10%|▉ | 513/5335 [00:07<01:18, 61.26it/s]\n5854 26.6588 : 10%|▉ | 521/5335 [00:07<01:13, 65.44it/s]\n5854 26.6588 : 10%|▉ | 529/5335 [00:07<01:10, 68.65it/s]\n5854 26.6588 : 10%|█ | 537/5335 [00:07<01:07, 70.70it/s]\n5874 25.4218 : 10%|█ | 537/5335 [00:07<01:07, 70.70it/s]\n5874 25.4218 : 10%|█ | 545/5335 [00:07<01:06, 71.94it/s]\n5874 25.4218 : 10%|█ | 553/5335 [00:07<01:05, 72.79it/s]\n5894 24.7635 : 10%|█ | 553/5335 [00:08<01:05, 72.79it/s]\n5894 24.7635 : 11%|█ | 561/5335 [00:08<01:04, 73.97it/s]\n5894 24.7635 : 11%|█ | 569/5335 [00:08<01:04, 73.86it/s]\n5894 24.7635 : 11%|█ | 577/5335 [00:08<01:06, 71.07it/s]\n5914 24.6983 : 11%|█ | 577/5335 [00:08<01:06, 71.07it/s]\n5914 24.6983 : 11%|█ | 585/5335 [00:08<01:11, 66.28it/s]\n5914 24.6983 : 11%|█ | 592/5335 [00:08<01:15, 62.76it/s]\n5914 24.6983 : 11%|█ | 599/5335 [00:08<01:21, 58.44it/s]\n5934 23.6205 : 11%|█ | 599/5335 [00:08<01:21, 58.44it/s]\n5934 23.6205 : 11%|█▏ | 605/5335 [00:08<01:24, 56.16it/s]\n5934 23.6205 : 11%|█▏ | 611/5335 [00:08<01:25, 55.48it/s]\n5934 23.6205 : 12%|█▏ | 617/5335 [00:09<01:27, 54.14it/s]\n5954 24.0384 : 12%|█▏ | 617/5335 [00:09<01:27, 54.14it/s]\n5954 24.0384 : 12%|█▏ | 623/5335 [00:09<01:28, 53.35it/s]\n5954 24.0384 : 12%|█▏ | 629/5335 [00:09<01:29, 52.87it/s]\n5954 24.0384 : 12%|█▏ | 635/5335 [00:09<01:28, 53.28it/s]\n5974 26.3694 : 12%|█▏ | 635/5335 [00:09<01:28, 53.28it/s]\n5974 26.3694 : 12%|█▏ | 641/5335 [00:09<01:26, 54.13it/s]\n5974 26.3694 : 12%|█▏ | 648/5335 [00:09<01:20, 58.14it/s]\n5974 26.3694 : 12%|█▏ | 656/5335 [00:09<01:14, 62.60it/s]\n5994 26.1644 : 12%|█▏ | 656/5335 [00:09<01:14, 62.60it/s]\n5994 26.1644 : 12%|█▏ | 665/5335 [00:09<01:08, 68.00it/s]\n5994 26.1644 : 13%|█▎ | 674/5335 [00:09<01:04, 72.64it/s]\n6014 25.1925 : 13%|█▎ | 674/5335 [00:09<01:04, 72.64it/s]\n6014 25.1925 : 13%|█▎ | 683/5335 [00:10<01:01, 75.61it/s]\n6014 25.1925 : 13%|█▎ | 692/5335 [00:10<00:59, 78.30it/s]\n6034 26.0099 : 13%|█▎ | 692/5335 [00:10<00:59, 78.30it/s]\n6034 26.0099 : 13%|█▎ | 701/5335 [00:10<00:58, 79.10it/s]\n6034 26.0099 : 13%|█▎ | 710/5335 [00:10<00:57, 80.26it/s]\n6034 26.0099 : 13%|█▎ | 719/5335 [00:10<00:57, 80.30it/s]\n6054 24.1608 : 13%|█▎ | 719/5335 [00:10<00:57, 80.30it/s]\n6054 24.1608 : 14%|█▎ | 728/5335 [00:10<00:59, 77.80it/s]\n6054 24.1608 : 14%|█▍ | 736/5335 [00:10<01:02, 73.75it/s]\n6074 25.3972 : 14%|█▍ | 736/5335 [00:10<01:02, 73.75it/s]\n6074 25.3972 : 14%|█▍ | 744/5335 [00:10<01:06, 68.54it/s]\n6074 25.3972 : 14%|█▍ | 751/5335 [00:10<01:12, 63.65it/s]\n6074 25.3972 : 14%|█▍ | 758/5335 [00:11<01:14, 61.13it/s]\n6094 24.3552 : 14%|█▍ | 758/5335 [00:11<01:14, 61.13it/s]\n6094 24.3552 : 14%|█▍ | 765/5335 [00:11<01:15, 60.91it/s]\n6094 24.3552 : 14%|█▍ | 772/5335 [00:11<01:14, 61.50it/s]\n6094 24.3552 : 15%|█▍ | 779/5335 [00:11<01:11, 63.31it/s]\n6114 25.6687 : 15%|█▍ | 779/5335 [00:11<01:11, 63.31it/s]\n6114 25.6687 : 15%|█▍ | 786/5335 [00:11<01:10, 64.61it/s]\n6114 25.6687 : 15%|█▍ | 794/5335 [00:11<01:07, 67.31it/s]\n6134 26.6438 : 15%|█▍ | 794/5335 [00:11<01:07, 67.31it/s]\n6134 26.6438 : 15%|█▌ | 803/5335 [00:11<01:01, 73.20it/s]\n6134 26.6438 : 15%|█▌ | 813/5335 [00:11<00:56, 80.05it/s]\n6154 26.9284 : 15%|█▌ | 813/5335 [00:11<00:56, 80.05it/s]\n6154 26.9284 : 15%|█▌ | 824/5335 [00:11<00:51, 87.10it/s]\n6154 26.9284 : 16%|█▌ | 834/5335 [00:12<00:49, 90.69it/s]\n6174 27.0347 : 16%|█▌ | 834/5335 [00:12<00:49, 90.69it/s]\n6174 27.0347 : 16%|█▌ | 845/5335 [00:12<00:47, 94.25it/s]\n6174 27.0347 : 16%|█▌ | 856/5335 [00:12<00:46, 96.31it/s]\n6194 25.7735 : 16%|█▌ | 856/5335 [00:12<00:46, 96.31it/s]\n6194 25.7735 : 16%|█▋ | 867/5335 [00:12<00:45, 98.08it/s]\n6194 25.7735 : 16%|█▋ | 877/5335 [00:12<00:46, 96.88it/s]\n6214 26.7330 : 16%|█▋ | 877/5335 [00:12<00:46, 96.88it/s]\n6214 26.7330 : 17%|█▋ | 887/5335 [00:12<00:48, 92.31it/s]\n6214 26.7330 : 17%|█▋ | 897/5335 [00:12<00:52, 85.10it/s]\n6234 25.4704 : 17%|█▋ | 897/5335 [00:12<00:52, 85.10it/s]\n6234 25.4704 : 17%|█▋ | 906/5335 [00:12<00:56, 79.08it/s]\n6234 25.4704 : 17%|█▋ | 915/5335 [00:13<00:58, 76.10it/s]\n6254 26.7407 : 17%|█▋ | 915/5335 [00:13<00:58, 76.10it/s]\n6254 26.7407 : 17%|█▋ | 925/5335 [00:13<00:54, 80.29it/s]\n6254 26.7407 : 18%|█▊ | 936/5335 [00:13<00:51, 85.92it/s]\n6274 26.9961 : 18%|█▊ | 936/5335 [00:13<00:51, 85.92it/s]\n6274 26.9961 : 18%|█▊ | 947/5335 [00:13<00:48, 91.03it/s]\n6294 26.0796 : 18%|█▊ | 947/5335 [00:13<00:48, 91.03it/s]\n6294 26.0796 : 18%|█▊ | 960/5335 [00:13<00:43, 100.44it/s]\n6294 26.0796 : 18%|█▊ | 974/5335 [00:13<00:39, 111.37it/s]\n6314 26.7335 : 18%|█▊ | 974/5335 [00:13<00:39, 111.37it/s]\n6314 26.7335 : 19%|█▊ | 988/5335 [00:13<00:36, 119.04it/s]\n6334 26.9453 : 19%|█▊ | 988/5335 [00:13<00:36, 119.04it/s]\n6334 26.9453 : 19%|█▉ | 1002/5335 [00:13<00:35, 123.64it/s]\n6334 26.9453 : 19%|█▉ | 1016/5335 [00:13<00:34, 126.19it/s]\n6354 26.1415 : 19%|█▉ | 1016/5335 [00:13<00:34, 126.19it/s]\n6354 26.1415 : 19%|█▉ | 1029/5335 [00:13<00:34, 126.48it/s]\n6374 25.6324 : 19%|█▉ | 1029/5335 [00:14<00:34, 126.48it/s]\n6374 25.6324 : 20%|█▉ | 1042/5335 [00:14<00:35, 121.09it/s]\n6374 25.6324 : 20%|█▉ | 1055/5335 [00:14<00:37, 113.13it/s]\n6394 25.5065 : 20%|█▉ | 1055/5335 [00:14<00:37, 113.13it/s]\n6394 25.5065 : 20%|██ | 1067/5335 [00:14<00:40, 105.10it/s]\n6394 25.5065 : 20%|██ | 1078/5335 [00:14<00:47, 90.09it/s]\n6414 23.6371 : 20%|██ | 1078/5335 [00:14<00:47, 90.09it/s]\n6414 23.6371 : 20%|██ | 1088/5335 [00:14<00:50, 84.54it/s]\n6414 23.6371 : 21%|██ | 1097/5335 [00:14<00:51, 81.87it/s]\n6434 24.3917 : 21%|██ | 1097/5335 [00:14<00:51, 81.87it/s]\n6434 24.3917 : 21%|██ | 1106/5335 [00:14<00:50, 83.40it/s]\n6434 24.3917 : 21%|██ | 1116/5335 [00:14<00:48, 87.19it/s]\n6454 26.5933 : 21%|██ | 1116/5335 [00:15<00:48, 87.19it/s]\n6454 26.5933 : 21%|██ | 1127/5335 [00:15<00:45, 92.31it/s]\n6454 26.5933 : 21%|██▏ | 1138/5335 [00:15<00:44, 95.34it/s]\n6474 25.4309 : 21%|██▏ | 1138/5335 [00:15<00:44, 95.34it/s]\n6474 25.4309 : 22%|██▏ | 1149/5335 [00:15<00:42, 97.70it/s]\n6474 25.4309 : 22%|██▏ | 1159/5335 [00:15<00:42, 98.14it/s]\n6494 25.9517 : 22%|██▏ | 1159/5335 [00:15<00:42, 98.14it/s]\n6494 25.9517 : 22%|██▏ | 1170/5335 [00:15<00:42, 98.91it/s]\n6514 23.9063 : 22%|██▏ | 1170/5335 [00:15<00:42, 98.91it/s]\n6514 23.9063 : 22%|██▏ | 1180/5335 [00:15<00:42, 97.98it/s]\n6514 23.9063 : 22%|██▏ | 1190/5335 [00:15<00:43, 95.06it/s]\n6534 24.2616 : 22%|██▏ | 1190/5335 [00:15<00:43, 95.06it/s]\n6534 24.2616 : 22%|██▏ | 1200/5335 [00:15<00:47, 87.90it/s]\n6534 24.2616 : 23%|██▎ | 1209/5335 [00:15<00:50, 81.93it/s]\n6534 24.2616 : 23%|██▎ | 1218/5335 [00:16<00:52, 77.83it/s]\n6554 20.3641 : 23%|██▎ | 1218/5335 [00:16<00:52, 77.83it/s]\n6554 20.3641 : 23%|██▎ | 1226/5335 [00:16<01:00, 68.39it/s]\n6554 20.3641 : 23%|██▎ | 1234/5335 [00:16<01:05, 62.34it/s]\n6574 24.9283 : 23%|██▎ | 1234/5335 [00:16<01:05, 62.34it/s]\n6574 24.9283 : 23%|██▎ | 1241/5335 [00:16<01:09, 59.06it/s]\n6574 24.9283 : 23%|██▎ | 1248/5335 [00:16<01:11, 56.84it/s]\n6574 24.9283 : 24%|██▎ | 1255/5335 [00:16<01:10, 57.97it/s]\n6594 25.4745 : 24%|██▎ | 1255/5335 [00:16<01:10, 57.97it/s]\n6594 25.4745 : 24%|██▎ | 1262/5335 [00:16<01:07, 60.05it/s]\n6594 25.4745 : 24%|██▍ | 1270/5335 [00:17<01:03, 63.97it/s]\n6594 25.4745 : 24%|██▍ | 1278/5335 [00:17<00:59, 67.77it/s]\n6614 26.1896 : 24%|██▍ | 1278/5335 [00:17<00:59, 67.77it/s]\n6614 26.1896 : 24%|██▍ | 1286/5335 [00:17<00:57, 70.27it/s]\n6614 26.1896 : 24%|██▍ | 1294/5335 [00:17<00:55, 72.74it/s]\n6634 25.8018 : 24%|██▍ | 1294/5335 [00:17<00:55, 72.74it/s]\n6634 25.8018 : 24%|██▍ | 1302/5335 [00:17<00:54, 73.95it/s]\n6634 25.8018 : 25%|██▍ | 1310/5335 [00:17<00:53, 74.99it/s]\n6634 25.8018 : 25%|██▍ | 1318/5335 [00:17<00:52, 76.24it/s]\n6654 24.7436 : 25%|██▍ | 1318/5335 [00:17<00:52, 76.24it/s]\n6654 24.7436 : 25%|██▍ | 1326/5335 [00:17<00:52, 76.32it/s]\n6654 24.7436 : 25%|██▌ | 1334/5335 [00:17<00:53, 75.46it/s]\n6674 26.8981 : 25%|██▌ | 1334/5335 [00:17<00:53, 75.46it/s]\n6674 26.8981 : 25%|██▌ | 1342/5335 [00:17<00:55, 72.49it/s]\n6674 26.8981 : 25%|██▌ | 1350/5335 [00:18<00:59, 66.95it/s]\n6674 26.8981 : 25%|██▌ | 1357/5335 [00:18<01:03, 62.92it/s]\n6694 23.8038 : 25%|██▌ | 1357/5335 [00:18<01:03, 62.92it/s]\n6694 23.8038 : 26%|██▌ | 1364/5335 [00:18<01:07, 59.05it/s]\n6694 23.8038 : 26%|██▌ | 1371/5335 [00:18<01:10, 56.62it/s]\n6694 23.8038 : 26%|██▌ | 1377/5335 [00:18<01:10, 56.00it/s]\n6714 22.8650 : 26%|██▌ | 1377/5335 [00:18<01:10, 56.00it/s]\n6714 22.8650 : 26%|██▌ | 1383/5335 [00:18<01:09, 56.58it/s]\n6714 22.8650 : 26%|██▌ | 1389/5335 [00:18<01:09, 56.93it/s]\n6714 22.8650 : 26%|██▌ | 1396/5335 [00:18<01:07, 58.20it/s]\n6734 25.1763 : 26%|██▌ | 1396/5335 [00:19<01:07, 58.20it/s]\n6734 25.1763 : 26%|██▋ | 1403/5335 [00:19<01:04, 61.05it/s]\n6734 25.1763 : 26%|██▋ | 1411/5335 [00:19<01:00, 64.46it/s]\n6754 25.1504 : 26%|██▋ | 1411/5335 [00:19<01:00, 64.46it/s]\n6754 25.1504 : 27%|██▋ | 1420/5335 [00:19<00:56, 69.34it/s]\n6754 25.1504 : 27%|██▋ | 1429/5335 [00:19<00:53, 73.49it/s]\n6754 25.1504 : 27%|██▋ | 1438/5335 [00:19<00:51, 75.54it/s]\n6774 23.9517 : 27%|██▋ | 1438/5335 [00:19<00:51, 75.54it/s]\n6774 23.9517 : 27%|██▋ | 1447/5335 [00:19<00:49, 78.14it/s]\n6774 23.9517 : 27%|██▋ | 1456/5335 [00:19<00:48, 79.60it/s]\n6794 24.9993 : 27%|██▋ | 1456/5335 [00:19<00:48, 79.60it/s]\n6794 24.9993 : 27%|██▋ | 1465/5335 [00:19<00:48, 80.15it/s]\n6794 24.9993 : 28%|██▊ | 1474/5335 [00:19<00:47, 80.77it/s]\n6814 24.2611 : 28%|██▊ | 1474/5335 [00:20<00:47, 80.77it/s]\n6814 24.2611 : 28%|██▊ | 1483/5335 [00:20<00:48, 79.91it/s]\n6814 24.2611 : 28%|██▊ | 1491/5335 [00:20<00:48, 78.75it/s]\n6814 24.2611 : 28%|██▊ | 1499/5335 [00:20<00:52, 73.54it/s]\n6834 25.0018 : 28%|██▊ | 1499/5335 [00:20<00:52, 73.54it/s]\n6834 25.0018 : 28%|██▊ | 1507/5335 [00:20<00:56, 67.27it/s]\n6834 25.0018 : 28%|██▊ | 1514/5335 [00:20<01:01, 62.35it/s]\n6854 23.0357 : 28%|██▊ | 1514/5335 [00:20<01:01, 62.35it/s]\n6854 23.0357 : 29%|██▊ | 1521/5335 [00:20<01:03, 60.09it/s]\n6854 23.0357 : 29%|██▊ | 1528/5335 [00:20<01:01, 61.85it/s]\n6854 23.0357 : 29%|██▉ | 1537/5335 [00:20<00:56, 67.17it/s]\n6874 26.4084 : 29%|██▉ | 1537/5335 [00:20<00:56, 67.17it/s]\n6874 26.4084 : 29%|██▉ | 1546/5335 [00:21<00:53, 71.10it/s]\n6874 26.4084 : 29%|██▉ | 1556/5335 [00:21<00:48, 77.48it/s]\n6894 24.9899 : 29%|██▉ | 1556/5335 [00:21<00:48, 77.48it/s]\n6894 24.9899 : 29%|██▉ | 1566/5335 [00:21<00:45, 83.33it/s]\n6894 24.9899 : 30%|██▉ | 1577/5335 [00:21<00:41, 90.76it/s]\n6914 26.7905 : 30%|██▉ | 1577/5335 [00:21<00:41, 90.76it/s]\n6914 26.7905 : 30%|██▉ | 1588/5335 [00:21<00:39, 95.65it/s]\n6934 26.8400 : 30%|██▉ | 1588/5335 [00:21<00:39, 95.65it/s]\n6934 26.8400 : 30%|██▉ | 1600/5335 [00:21<00:37, 100.16it/s]\n6934 26.8400 : 30%|███ | 1611/5335 [00:21<00:36, 102.67it/s]\n6954 26.6320 : 30%|███ | 1611/5335 [00:21<00:36, 102.67it/s]\n6954 26.6320 : 30%|███ | 1622/5335 [00:21<00:35, 103.86it/s]\n6954 26.6320 : 31%|███ | 1633/5335 [00:21<00:35, 103.89it/s]\n6974 25.2303 : 31%|███ | 1633/5335 [00:21<00:35, 103.89it/s]\n6974 25.2303 : 31%|███ | 1644/5335 [00:21<00:36, 102.49it/s]\n6974 25.2303 : 31%|███ | 1655/5335 [00:22<00:38, 95.14it/s]\n6994 25.7350 : 31%|███ | 1655/5335 [00:22<00:38, 95.14it/s]\n6994 25.7350 : 31%|███ | 1665/5335 [00:22<00:42, 86.97it/s]\n6994 25.7350 : 31%|███▏ | 1674/5335 [00:22<00:44, 82.76it/s]\n7014 24.9767 : 31%|███▏ | 1674/5335 [00:22<00:44, 82.76it/s]\n7014 24.9767 : 32%|███▏ | 1685/5335 [00:22<00:41, 88.57it/s]\n7014 24.9767 : 32%|███▏ | 1698/5335 [00:22<00:37, 97.70it/s]\n7034 26.5989 : 32%|███▏ | 1698/5335 [00:22<00:37, 97.70it/s]\n7034 26.5989 : 32%|███▏ | 1712/5335 [00:22<00:33, 108.97it/s]\n7054 26.0190 : 32%|███▏ | 1712/5335 [00:22<00:33, 108.97it/s]\n7054 26.0190 : 32%|███▏ | 1728/5335 [00:22<00:29, 121.74it/s]\n7074 26.9699 : 32%|███▏ | 1728/5335 [00:22<00:29, 121.74it/s]\n7074 26.9699 : 33%|███▎ | 1744/5335 [00:22<00:27, 132.07it/s]\n7094 27.3895 : 33%|███▎ | 1744/5335 [00:22<00:27, 132.07it/s]\n7094 27.3895 : 33%|███▎ | 1760/5335 [00:22<00:25, 139.67it/s]\n7094 27.3895 : 33%|███▎ | 1776/5335 [00:23<00:24, 144.44it/s]\n7114 26.1994 : 33%|███▎ | 1776/5335 [00:23<00:24, 144.44it/s]\n7114 26.1994 : 34%|███▎ | 1791/5335 [00:23<00:24, 145.36it/s]\n7134 25.1160 : 34%|███▎ | 1791/5335 [00:23<00:24, 145.36it/s]\n7134 25.1160 : 34%|███▍ | 1806/5335 [00:23<00:25, 139.47it/s]\n7154 24.8469 : 34%|███▍ | 1806/5335 [00:23<00:25, 139.47it/s]\n7154 24.8469 : 34%|███▍ | 1821/5335 [00:23<00:27, 127.60it/s]\n7154 24.8469 : 34%|███▍ | 1835/5335 [00:23<00:27, 125.88it/s]\n7174 27.3902 : 34%|███▍ | 1835/5335 [00:23<00:27, 125.88it/s]\n7174 27.3902 : 35%|███▍ | 1851/5335 [00:23<00:26, 133.75it/s]\n7194 23.0336 : 35%|███▍ | 1851/5335 [00:23<00:26, 133.75it/s]\n7194 23.0336 : 35%|███▌ | 1869/5335 [00:23<00:23, 145.24it/s]\n7214 25.9707 : 35%|███▌ | 1869/5335 [00:23<00:23, 145.24it/s]\n7214 25.9707 : 35%|███▌ | 1889/5335 [00:23<00:21, 159.66it/s]\n7234 27.0352 : 35%|███▌ | 1889/5335 [00:23<00:21, 159.66it/s]\n7234 27.0352 : 36%|███▌ | 1909/5335 [00:23<00:20, 169.70it/s]\n7254 26.9213 : 36%|███▌ | 1909/5335 [00:24<00:20, 169.70it/s]\n7254 26.9213 : 36%|███▌ | 1929/5335 [00:24<00:19, 176.85it/s]\n7274 24.6409 : 36%|███▌ | 1929/5335 [00:24<00:19, 176.85it/s]\n7274 24.6409 : 37%|███▋ | 1948/5335 [00:24<00:18, 178.64it/s]\n7294 25.5454 : 37%|███▋ | 1948/5335 [00:24<00:18, 178.64it/s]\n7294 25.5454 : 37%|███▋ | 1966/5335 [00:24<00:19, 169.10it/s]\n7314 25.0143 : 37%|███▋ | 1966/5335 [00:24<00:19, 169.10it/s]\n7314 25.0143 : 37%|███▋ | 1984/5335 [00:24<00:21, 154.74it/s]\n7334 28.6986 : 37%|███▋ | 1984/5335 [00:24<00:21, 154.74it/s]\n7334 28.6986 : 37%|███▋ | 2000/5335 [00:24<00:24, 133.78it/s]\n7334 28.6986 : 38%|███▊ | 2015/5335 [00:24<00:26, 125.97it/s]\n7354 25.2854 : 38%|███▊ | 2015/5335 [00:24<00:26, 125.97it/s]\n7354 25.2854 : 38%|███▊ | 2029/5335 [00:24<00:26, 125.20it/s]\n7374 26.6869 : 38%|███▊ | 2029/5335 [00:24<00:26, 125.20it/s]\n7374 26.6869 : 38%|███▊ | 2043/5335 [00:24<00:26, 126.54it/s]\n7374 26.6869 : 39%|███▊ | 2057/5335 [00:25<00:25, 128.73it/s]\n7394 25.4542 : 39%|███▊ | 2057/5335 [00:25<00:25, 128.73it/s]\n7394 25.4542 : 39%|███▉ | 2071/5335 [00:25<00:25, 130.06it/s]\n7414 24.4038 : 39%|███▉ | 2071/5335 [00:25<00:25, 130.06it/s]\n7414 24.4038 : 39%|███▉ | 2085/5335 [00:25<00:25, 129.43it/s]\n7414 24.4038 : 39%|███▉ | 2099/5335 [00:25<00:25, 125.20it/s]\n7434 24.6922 : 39%|███▉ | 2099/5335 [00:25<00:25, 125.20it/s]\n7434 24.6922 : 40%|███▉ | 2112/5335 [00:25<00:27, 115.90it/s]\n7454 24.8319 : 40%|███▉ | 2112/5335 [00:25<00:27, 115.90it/s]\n7454 24.8319 : 40%|███▉ | 2124/5335 [00:25<00:30, 106.08it/s]\n7454 24.8319 : 40%|████ | 2135/5335 [00:25<00:32, 99.85it/s]\n7474 23.4709 : 40%|████ | 2135/5335 [00:25<00:32, 99.85it/s]\n7474 23.4709 : 40%|████ | 2146/5335 [00:25<00:37, 84.76it/s]\n7474 23.4709 : 40%|████ | 2155/5335 [00:26<00:41, 77.47it/s]\n7494 23.5422 : 40%|████ | 2155/5335 [00:26<00:41, 77.47it/s]\n7494 23.5422 : 41%|████ | 2164/5335 [00:26<00:42, 75.25it/s]\n7494 23.5422 : 41%|████ | 2172/5335 [00:26<00:42, 74.53it/s]\n7514 25.5813 : 41%|████ | 2172/5335 [00:26<00:42, 74.53it/s]\n7514 25.5813 : 41%|████ | 2180/5335 [00:26<00:41, 75.45it/s]\n7514 25.5813 : 41%|████ | 2188/5335 [00:26<00:41, 76.33it/s]\n7514 25.5813 : 41%|████ | 2196/5335 [00:26<00:40, 76.58it/s]\n7534 23.2928 : 41%|████ | 2196/5335 [00:26<00:40, 76.58it/s]\n7534 23.2928 : 41%|████▏ | 2204/5335 [00:26<00:40, 77.14it/s]\n7534 23.2928 : 41%|████▏ | 2212/5335 [00:26<00:40, 77.61it/s]\n7554 24.6152 : 41%|████▏ | 2212/5335 [00:26<00:40, 77.61it/s]\n7554 24.6152 : 42%|████▏ | 2220/5335 [00:26<00:40, 77.82it/s]\n7554 24.6152 : 42%|████▏ | 2228/5335 [00:27<00:40, 77.13it/s]\n7554 24.6152 : 42%|████▏ | 2236/5335 [00:27<00:41, 74.78it/s]\n7574 23.2194 : 42%|████▏ | 2236/5335 [00:27<00:41, 74.78it/s]\n7574 23.2194 : 42%|████▏ | 2244/5335 [00:27<00:43, 70.36it/s]\n7574 23.2194 : 42%|████▏ | 2252/5335 [00:27<00:48, 63.87it/s]\n7574 23.2194 : 42%|████▏ | 2259/5335 [00:27<00:51, 59.66it/s]\n7594 23.6721 : 42%|████▏ | 2259/5335 [00:27<00:51, 59.66it/s]\n7594 23.6721 : 42%|████▏ | 2266/5335 [00:27<00:54, 55.90it/s]\n7594 23.6721 : 43%|████▎ | 2272/5335 [00:27<00:58, 51.98it/s]\n7594 23.6721 : 43%|████▎ | 2278/5335 [00:28<01:00, 50.70it/s]\n7614 24.6974 : 43%|████▎ | 2278/5335 [00:28<01:00, 50.70it/s]\n7614 24.6974 : 43%|████▎ | 2284/5335 [00:28<01:01, 49.69it/s]\n7614 24.6974 : 43%|████▎ | 2291/5335 [00:28<00:57, 53.37it/s]\n7614 24.6974 : 43%|████▎ | 2299/5335 [00:28<00:52, 58.17it/s]\n7634 26.2393 : 43%|████▎ | 2299/5335 [00:28<00:52, 58.17it/s]\n7634 26.2393 : 43%|████▎ | 2307/5335 [00:28<00:48, 62.23it/s]\n7634 26.2393 : 43%|████▎ | 2316/5335 [00:28<00:44, 68.23it/s]\n7654 26.0320 : 43%|████▎ | 2316/5335 [00:28<00:44, 68.23it/s]\n7654 26.0320 : 44%|████▎ | 2325/5335 [00:28<00:41, 73.08it/s]\n7654 26.0320 : 44%|████▍ | 2335/5335 [00:28<00:37, 79.06it/s]\n7674 27.1860 : 44%|████▍ | 2335/5335 [00:28<00:37, 79.06it/s]\n7674 27.1860 : 44%|████▍ | 2345/5335 [00:28<00:36, 82.48it/s]\n7674 27.1860 : 44%|████▍ | 2355/5335 [00:29<00:34, 85.53it/s]\n7694 25.8820 : 44%|████▍ | 2355/5335 [00:29<00:34, 85.53it/s]\n7694 25.8820 : 44%|████▍ | 2365/5335 [00:29<00:33, 88.08it/s]\n7694 25.8820 : 45%|████▍ | 2375/5335 [00:29<00:33, 89.32it/s]\n7714 25.1882 : 45%|████▍ | 2375/5335 [00:29<00:33, 89.32it/s]\n7714 25.1882 : 45%|████▍ | 2384/5335 [00:29<00:33, 88.16it/s]\n7714 25.1882 : 45%|████▍ | 2393/5335 [00:29<00:34, 84.23it/s]\n7734 24.1974 : 45%|████▍ | 2393/5335 [00:29<00:34, 84.23it/s]\n7734 24.1974 : 45%|████▌ | 2402/5335 [00:29<00:37, 77.65it/s]\n7734 24.1974 : 45%|████▌ | 2410/5335 [00:29<00:41, 70.86it/s]\n7734 24.1974 : 45%|████▌ | 2418/5335 [00:29<00:45, 64.72it/s]\n7754 25.1126 : 45%|████▌ | 2418/5335 [00:29<00:45, 64.72it/s]\n7754 25.1126 : 45%|████▌ | 2425/5335 [00:30<00:48, 59.46it/s]\n7754 25.1126 : 46%|████▌ | 2432/5335 [00:30<00:50, 57.81it/s]\n7754 25.1126 : 46%|████▌ | 2438/5335 [00:30<00:50, 57.70it/s]\n7774 22.0721 : 46%|████▌ | 2438/5335 [00:30<00:50, 57.70it/s]\n7774 22.0721 : 46%|████▌ | 2447/5335 [00:30<00:44, 64.59it/s]\n7774 22.0721 : 46%|████▌ | 2456/5335 [00:30<00:40, 70.77it/s]\n7794 27.6085 : 46%|████▌ | 2456/5335 [00:30<00:40, 70.77it/s]\n7794 27.6085 : 46%|████▌ | 2466/5335 [00:30<00:36, 78.11it/s]\n7794 27.6085 : 46%|████▋ | 2477/5335 [00:30<00:33, 85.75it/s]\n7814 23.6033 : 46%|████▋ | 2477/5335 [00:30<00:33, 85.75it/s]\n7814 23.6033 : 47%|████▋ | 2489/5335 [00:30<00:30, 93.12it/s]\n7834 26.5597 : 47%|████▋ | 2489/5335 [00:30<00:30, 93.12it/s]\n7834 26.5597 : 47%|████▋ | 2501/5335 [00:30<00:28, 98.26it/s]\n7834 26.5597 : 47%|████▋ | 2513/5335 [00:31<00:27, 102.57it/s]\n7854 26.1784 : 47%|████▋ | 2513/5335 [00:31<00:27, 102.57it/s]\n7854 26.1784 : 47%|████▋ | 2525/5335 [00:31<00:26, 105.54it/s]\n7854 26.1784 : 48%|████▊ | 2536/5335 [00:31<00:26, 105.31it/s]\n7874 24.5662 : 48%|████▊ | 2536/5335 [00:31<00:26, 105.31it/s]\n7874 24.5662 : 48%|████▊ | 2547/5335 [00:31<00:27, 101.04it/s]\n7874 24.5662 : 48%|████▊ | 2558/5335 [00:31<00:29, 93.23it/s]\n7894 24.6552 : 48%|████▊ | 2558/5335 [00:31<00:29, 93.23it/s]\n7894 24.6552 : 48%|████▊ | 2568/5335 [00:31<00:33, 83.83it/s]\n7894 24.6552 : 48%|████▊ | 2577/5335 [00:31<00:36, 76.26it/s]\n7914 24.3077 : 48%|████▊ | 2577/5335 [00:31<00:36, 76.26it/s]\n7914 24.3077 : 48%|████▊ | 2585/5335 [00:31<00:37, 72.58it/s]\n7914 24.3077 : 49%|████▊ | 2593/5335 [00:32<00:37, 73.32it/s]\n7934 27.1153 : 49%|████▊ | 2593/5335 [00:32<00:37, 73.32it/s]\n7934 27.1153 : 49%|████▉ | 2604/5335 [00:32<00:33, 81.42it/s]\n7934 27.1153 : 49%|████▉ | 2615/5335 [00:32<00:30, 88.43it/s]\n7954 24.7139 : 49%|████▉ | 2615/5335 [00:32<00:30, 88.43it/s]\n7954 24.7139 : 49%|████▉ | 2628/5335 [00:32<00:27, 97.70it/s]\n7974 26.4553 : 49%|████▉ | 2628/5335 [00:32<00:27, 97.70it/s]\n7974 26.4553 : 50%|████▉ | 2641/5335 [00:32<00:25, 105.82it/s]\n7974 26.4553 : 50%|████▉ | 2655/5335 [00:32<00:23, 113.00it/s]\n7994 26.6440 : 50%|████▉ | 2655/5335 [00:32<00:23, 113.00it/s]\n7994 26.6440 : 50%|█████ | 2668/5335 [00:32<00:22, 116.94it/s]\n8014 26.9846 : 50%|█████ | 2668/5335 [00:32<00:22, 116.94it/s]\n8014 26.9846 : 50%|█████ | 2681/5335 [00:32<00:22, 119.90it/s]\n8014 26.9846 : 50%|█████ | 2694/5335 [00:32<00:22, 118.99it/s]\n8034 24.3112 : 50%|█████ | 2694/5335 [00:32<00:22, 118.99it/s]\n8034 24.3112 : 51%|█████ | 2706/5335 [00:32<00:22, 114.40it/s]\n8034 24.3112 : 51%|█████ | 2718/5335 [00:33<00:25, 103.69it/s]\n8054 25.4435 : 51%|█████ | 2718/5335 [00:33<00:25, 103.69it/s]\n8054 25.4435 : 51%|█████ | 2729/5335 [00:33<00:27, 93.49it/s]\n8054 25.4435 : 51%|█████▏ | 2739/5335 [00:33<00:29, 86.93it/s]\n8074 24.9001 : 51%|█████▏ | 2739/5335 [00:33<00:29, 86.93it/s]\n8074 24.9001 : 52%|█████▏ | 2748/5335 [00:33<00:29, 86.64it/s]\n8074 24.9001 : 52%|█████▏ | 2758/5335 [00:33<00:29, 88.19it/s]\n8094 26.0880 : 52%|█████▏ | 2758/5335 [00:33<00:29, 88.19it/s]\n8094 26.0880 : 52%|█████▏ | 2768/5335 [00:33<00:28, 90.04it/s]\n8094 26.0880 : 52%|█████▏ | 2779/5335 [00:33<00:26, 94.85it/s]\n8114 25.4246 : 52%|█████▏ | 2779/5335 [00:33<00:26, 94.85it/s]\n8114 25.4246 : 52%|█████▏ | 2791/5335 [00:33<00:25, 100.87it/s]\n8134 25.9825 : 52%|█████▏ | 2791/5335 [00:33<00:25, 100.87it/s]\n8134 25.9825 : 53%|█████▎ | 2803/5335 [00:34<00:23, 105.52it/s]\n8134 25.9825 : 53%|█████▎ | 2815/5335 [00:34<00:23, 108.62it/s]\n8154 26.2975 : 53%|█████▎ | 2815/5335 [00:34<00:23, 108.62it/s]\n8154 26.2975 : 53%|█████▎ | 2827/5335 [00:34<00:22, 111.21it/s]\n8154 26.2975 : 53%|█████▎ | 2839/5335 [00:34<00:22, 111.52it/s]\n8174 23.8721 : 53%|█████▎ | 2839/5335 [00:34<00:22, 111.52it/s]\n8174 23.8721 : 53%|█████▎ | 2851/5335 [00:34<00:22, 108.73it/s]\n8194 25.5488 : 53%|█████▎ | 2851/5335 [00:34<00:22, 108.73it/s]\n8194 25.5488 : 54%|█████▎ | 2862/5335 [00:34<00:24, 101.74it/s]\n8194 25.5488 : 54%|█████▍ | 2873/5335 [00:34<00:26, 92.04it/s]\n8214 23.0100 : 54%|█████▍ | 2873/5335 [00:34<00:26, 92.04it/s]\n8214 23.0100 : 54%|█████▍ | 2883/5335 [00:34<00:29, 82.87it/s]\n8214 23.0100 : 54%|█████▍ | 2892/5335 [00:35<00:31, 76.96it/s]\n8234 25.3164 : 54%|█████▍ | 2892/5335 [00:35<00:31, 76.96it/s]\n8234 25.3164 : 54%|█████▍ | 2900/5335 [00:35<00:31, 76.16it/s]\n8234 25.3164 : 55%|█████▍ | 2908/5335 [00:35<00:32, 74.26it/s]\n8234 25.3164 : 55%|█████▍ | 2916/5335 [00:35<00:32, 74.04it/s]\n8254 25.7403 : 55%|█████▍ | 2916/5335 [00:35<00:32, 74.04it/s]\n8254 25.7403 : 55%|█████▍ | 2924/5335 [00:35<00:32, 75.28it/s]\n8254 25.7403 : 55%|█████▍ | 2933/5335 [00:35<00:31, 77.39it/s]\n8274 24.9625 : 55%|█████▍ | 2933/5335 [00:35<00:31, 77.39it/s]\n8274 24.9625 : 55%|█████▌ | 2943/5335 [00:35<00:29, 81.23it/s]\n8274 24.9625 : 55%|█████▌ | 2953/5335 [00:35<00:28, 84.45it/s]\n8294 27.1718 : 55%|█████▌ | 2953/5335 [00:35<00:28, 84.45it/s]\n8294 27.1718 : 56%|█████▌ | 2962/5335 [00:35<00:27, 85.91it/s]\n8294 27.1718 : 56%|█████▌ | 2972/5335 [00:35<00:27, 87.22it/s]\n8314 25.6389 : 56%|█████▌ | 2972/5335 [00:36<00:27, 87.22it/s]\n8314 25.6389 : 56%|█████▌ | 2982/5335 [00:36<00:26, 88.12it/s]\n8314 25.6389 : 56%|█████▌ | 2991/5335 [00:36<00:26, 87.45it/s]\n8334 25.2125 : 56%|█████▌ | 2991/5335 [00:36<00:26, 87.45it/s]\n8334 25.2125 : 56%|█████▌ | 3000/5335 [00:36<00:27, 85.14it/s]\n8334 25.2125 : 56%|█████▋ | 3009/5335 [00:36<00:28, 81.18it/s]\n8334 25.2125 : 57%|█████▋ | 3018/5335 [00:36<00:31, 74.20it/s]\n8354 25.4421 : 57%|█████▋ | 3018/5335 [00:36<00:31, 74.20it/s]\n8354 25.4421 : 57%|█████▋ | 3026/5335 [00:36<00:34, 67.45it/s]\n8354 25.4421 : 57%|█████▋ | 3033/5335 [00:36<00:37, 61.68it/s]\n8374 25.6053 : 57%|█████▋ | 3033/5335 [00:37<00:37, 61.68it/s]\n8374 25.6053 : 57%|█████▋ | 3040/5335 [00:37<00:39, 57.38it/s]\n8374 25.6053 : 57%|█████▋ | 3046/5335 [00:37<00:40, 56.23it/s]\n8374 25.6053 : 57%|█████▋ | 3053/5335 [00:37<00:39, 58.30it/s]\n8394 25.9747 : 57%|█████▋ | 3053/5335 [00:37<00:39, 58.30it/s]\n8394 25.9747 : 57%|█████▋ | 3060/5335 [00:37<00:37, 60.01it/s]\n8394 25.9747 : 57%|█████▋ | 3067/5335 [00:37<00:36, 62.36it/s]\n8394 25.9747 : 58%|█████▊ | 3075/5335 [00:37<00:34, 65.27it/s]\n8414 24.7684 : 58%|█████▊ | 3075/5335 [00:37<00:34, 65.27it/s]\n8414 24.7684 : 58%|█████▊ | 3083/5335 [00:37<00:32, 68.69it/s]\n8414 24.7684 : 58%|█████▊ | 3092/5335 [00:37<00:30, 72.68it/s]\n8434 26.0494 : 58%|█████▊ | 3092/5335 [00:37<00:30, 72.68it/s]\n8434 26.0494 : 58%|█████▊ | 3100/5335 [00:37<00:29, 74.71it/s]\n8434 26.0494 : 58%|█████▊ | 3109/5335 [00:37<00:28, 77.38it/s]\n8434 26.0494 : 58%|█████▊ | 3117/5335 [00:38<00:28, 78.00it/s]\n8454 25.7664 : 58%|█████▊ | 3117/5335 [00:38<00:28, 78.00it/s]\n8454 25.7664 : 59%|█████▊ | 3126/5335 [00:38<00:28, 78.60it/s]\n8454 25.7664 : 59%|█████▊ | 3134/5335 [00:38<00:28, 78.49it/s]\n8474 25.7488 : 59%|█████▊ | 3134/5335 [00:38<00:28, 78.49it/s]\n8474 25.7488 : 59%|█████▉ | 3142/5335 [00:38<00:28, 76.94it/s]\n8474 25.7488 : 59%|█████▉ | 3150/5335 [00:38<00:29, 74.09it/s]\n8474 25.7488 : 59%|█████▉ | 3158/5335 [00:38<00:31, 68.24it/s]\n8494 24.0799 : 59%|█████▉ | 3158/5335 [00:38<00:31, 68.24it/s]\n8494 24.0799 : 59%|█████▉ | 3165/5335 [00:38<00:34, 62.16it/s]\n8494 24.0799 : 59%|█████▉ | 3172/5335 [00:38<00:39, 55.02it/s]\n8494 24.0799 : 60%|█████▉ | 3178/5335 [00:39<00:42, 50.51it/s]\n8514 22.7499 : 60%|█████▉ | 3178/5335 [00:39<00:42, 50.51it/s]\n8514 22.7499 : 60%|█████▉ | 3184/5335 [00:39<00:45, 47.26it/s]\n8514 22.7499 : 60%|█████▉ | 3189/5335 [00:39<00:45, 46.74it/s]\n8514 22.7499 : 60%|█████▉ | 3194/5335 [00:39<00:46, 46.37it/s]\n8534 15.4521 : 60%|█████▉ | 3194/5335 [00:39<00:46, 46.37it/s]\n8534 15.4521 : 60%|█████▉ | 3200/5335 [00:39<00:44, 48.19it/s]\n8534 15.4521 : 60%|██████ | 3209/5335 [00:39<00:36, 58.61it/s]\n8534 15.4521 : 60%|██████ | 3219/5335 [00:39<00:30, 69.14it/s]\n8554 26.5633 : 60%|██████ | 3219/5335 [00:39<00:30, 69.14it/s]\n8554 26.5633 : 61%|██████ | 3230/5335 [00:39<00:26, 78.82it/s]\n8574 26.0726 : 61%|██████ | 3230/5335 [00:40<00:26, 78.82it/s]\n8574 26.0726 : 61%|██████ | 3241/5335 [00:40<00:24, 86.64it/s]\n8574 26.0726 : 61%|██████ | 3253/5335 [00:40<00:22, 93.66it/s]\n8594 27.8346 : 61%|██████ | 3253/5335 [00:40<00:22, 93.66it/s]\n8594 27.8346 : 61%|██████ | 3265/5335 [00:40<00:20, 98.82it/s]\n8594 27.8346 : 61%|██████▏ | 3277/5335 [00:40<00:20, 102.36it/s]\n8614 26.2648 : 61%|██████▏ | 3277/5335 [00:40<00:20, 102.36it/s]\n8614 26.2648 : 62%|██████▏ | 3288/5335 [00:40<00:19, 104.04it/s]\n8614 26.2648 : 62%|██████▏ | 3299/5335 [00:40<00:19, 103.46it/s]\n8634 23.9420 : 62%|██████▏ | 3299/5335 [00:40<00:19, 103.46it/s]\n8634 23.9420 : 62%|██████▏ | 3310/5335 [00:40<00:20, 96.80it/s]\n8654 23.8136 : 62%|██████▏ | 3310/5335 [00:40<00:20, 96.80it/s]\n8654 23.8136 : 62%|██████▏ | 3320/5335 [00:40<00:23, 86.44it/s]\n8654 23.8136 : 62%|██████▏ | 3329/5335 [00:40<00:26, 76.73it/s]\n8654 23.8136 : 63%|██████▎ | 3337/5335 [00:41<00:28, 70.33it/s]\n8674 24.3516 : 63%|██████▎ | 3337/5335 [00:41<00:28, 70.33it/s]\n8674 24.3516 : 63%|██████▎ | 3345/5335 [00:41<00:29, 67.68it/s]\n8674 24.3516 : 63%|██████▎ | 3352/5335 [00:41<00:29, 68.16it/s]\n8694 28.0093 : 63%|██████▎ | 3352/5335 [00:41<00:29, 68.16it/s]\n8694 28.0093 : 63%|██████▎ | 3361/5335 [00:41<00:26, 73.31it/s]\n8694 28.0093 : 63%|██████▎ | 3371/5335 [00:41<00:25, 78.37it/s]\n8714 24.8785 : 63%|██████▎ | 3371/5335 [00:41<00:25, 78.37it/s]\n8714 24.8785 : 63%|██████▎ | 3381/5335 [00:41<00:23, 83.30it/s]\n8714 24.8785 : 64%|██████▎ | 3392/5335 [00:41<00:21, 88.90it/s]\n8734 26.7116 : 64%|██████▎ | 3392/5335 [00:41<00:21, 88.90it/s]\n8734 26.7116 : 64%|██████▍ | 3403/5335 [00:41<00:20, 94.33it/s]\n8734 26.7116 : 64%|██████▍ | 3414/5335 [00:41<00:19, 98.19it/s]\n8754 26.8568 : 64%|██████▍ | 3414/5335 [00:42<00:19, 98.19it/s]\n8754 26.8568 : 64%|██████▍ | 3425/5335 [00:42<00:19, 100.16it/s]\n8754 26.8568 : 64%|██████▍ | 3436/5335 [00:42<00:18, 102.09it/s]\n8774 24.9878 : 64%|██████▍ | 3436/5335 [00:42<00:18, 102.09it/s]\n8774 24.9878 : 65%|██████▍ | 3447/5335 [00:42<00:18, 102.08it/s]\n8774 24.9878 : 65%|██████▍ | 3458/5335 [00:42<00:19, 98.18it/s]\n8794 24.1512 : 65%|██████▍ | 3458/5335 [00:42<00:19, 98.18it/s]\n8794 24.1512 : 65%|██████▌ | 3468/5335 [00:42<00:21, 88.75it/s]\n8794 24.1512 : 65%|██████▌ | 3478/5335 [00:42<00:23, 77.38it/s]\n8814 24.3210 : 65%|██████▌ | 3478/5335 [00:42<00:23, 77.38it/s]\n8814 24.3210 : 65%|██████▌ | 3487/5335 [00:42<00:26, 69.82it/s]\n8814 24.3210 : 66%|██████▌ | 3495/5335 [00:43<00:27, 66.21it/s]\n8834 24.0337 : 66%|██████▌ | 3495/5335 [00:43<00:27, 66.21it/s]\n8834 24.0337 : 66%|██████▌ | 3502/5335 [00:43<00:27, 66.12it/s]\n8834 24.0337 : 66%|██████▌ | 3510/5335 [00:43<00:26, 68.46it/s]\n8834 24.0337 : 66%|██████▌ | 3518/5335 [00:43<00:25, 70.57it/s]\n8854 26.5281 : 66%|██████▌ | 3518/5335 [00:43<00:25, 70.57it/s]\n8854 26.5281 : 66%|██████▌ | 3527/5335 [00:43<00:24, 73.47it/s]\n8854 26.5281 : 66%|██████▋ | 3536/5335 [00:43<00:23, 77.85it/s]\n8874 26.2401 : 66%|██████▋ | 3536/5335 [00:43<00:23, 77.85it/s]\n8874 26.2401 : 66%|██████▋ | 3546/5335 [00:43<00:21, 82.10it/s]\n8874 26.2401 : 67%|██████▋ | 3556/5335 [00:43<00:20, 85.82it/s]\n8894 26.9631 : 67%|██████▋ | 3556/5335 [00:43<00:20, 85.82it/s]\n8894 26.9631 : 67%|██████▋ | 3566/5335 [00:43<00:19, 89.13it/s]\n8894 26.9631 : 67%|██████▋ | 3576/5335 [00:43<00:19, 91.10it/s]\n8914 27.2124 : 67%|██████▋ | 3576/5335 [00:44<00:19, 91.10it/s]\n8914 27.2124 : 67%|██████▋ | 3586/5335 [00:44<00:19, 91.81it/s]\n8914 27.2124 : 67%|██████▋ | 3596/5335 [00:44<00:18, 92.61it/s]\n8934 25.0771 : 67%|██████▋ | 3596/5335 [00:44<00:18, 92.61it/s]\n8934 25.0771 : 68%|██████▊ | 3606/5335 [00:44<00:19, 89.38it/s]\n8934 25.0771 : 68%|██████▊ | 3615/5335 [00:44<00:20, 82.75it/s]\n8954 25.1201 : 68%|██████▊ | 3615/5335 [00:44<00:20, 82.75it/s]\n8954 25.1201 : 68%|██████▊ | 3624/5335 [00:44<00:23, 74.23it/s]\n8954 25.1201 : 68%|██████▊ | 3632/5335 [00:44<00:25, 65.68it/s]\n8954 25.1201 : 68%|██████▊ | 3639/5335 [00:44<00:27, 60.72it/s]\n8974 24.7591 : 68%|██████▊ | 3639/5335 [00:44<00:27, 60.72it/s]\n8974 24.7591 : 68%|██████▊ | 3646/5335 [00:45<00:29, 57.69it/s]\n8974 24.7591 : 68%|██████▊ | 3652/5335 [00:45<00:29, 56.77it/s]\n8974 24.7591 : 69%|██████▊ | 3659/5335 [00:45<00:28, 58.58it/s]\n8994 22.4799 : 69%|██████▊ | 3659/5335 [00:45<00:28, 58.58it/s]\n8994 22.4799 : 69%|██████▊ | 3667/5335 [00:45<00:27, 61.68it/s]\n8994 22.4799 : 69%|██████▉ | 3674/5335 [00:45<00:26, 62.75it/s]\n9014 27.6713 : 69%|██████▉ | 3674/5335 [00:45<00:26, 62.75it/s]\n9014 27.6713 : 69%|██████▉ | 3681/5335 [00:45<00:25, 64.67it/s]\n9014 27.6713 : 69%|██████▉ | 3689/5335 [00:45<00:24, 67.83it/s]\n9014 27.6713 : 69%|██████▉ | 3697/5335 [00:45<00:23, 71.05it/s]\n9034 23.9008 : 69%|██████▉ | 3697/5335 [00:45<00:23, 71.05it/s]\n9034 23.9008 : 69%|██████▉ | 3706/5335 [00:45<00:21, 74.67it/s]\n9034 23.9008 : 70%|██████▉ | 3715/5335 [00:46<00:21, 77.06it/s]\n9054 27.2728 : 70%|██████▉ | 3715/5335 [00:46<00:21, 77.06it/s]\n9054 27.2728 : 70%|██████▉ | 3723/5335 [00:46<00:20, 77.81it/s]\n9054 27.2728 : 70%|██████▉ | 3732/5335 [00:46<00:20, 79.04it/s]\n9074 26.4858 : 70%|██████▉ | 3732/5335 [00:46<00:20, 79.04it/s]\n9074 26.4858 : 70%|███████ | 3741/5335 [00:46<00:19, 80.15it/s]\n9074 26.4858 : 70%|███████ | 3750/5335 [00:46<00:19, 79.40it/s]\n9074 26.4858 : 70%|███████ | 3758/5335 [00:46<00:20, 76.94it/s]\n9094 24.2869 : 70%|███████ | 3758/5335 [00:46<00:20, 76.94it/s]\n9094 24.2869 : 71%|███████ | 3766/5335 [00:46<00:22, 71.15it/s]\n9094 24.2869 : 71%|███████ | 3774/5335 [00:46<00:24, 64.18it/s]\n9114 24.7204 : 71%|███████ | 3774/5335 [00:46<00:24, 64.18it/s]\n9114 24.7204 : 71%|███████ | 3781/5335 [00:47<00:26, 57.76it/s]\n9114 24.7204 : 71%|███████ | 3787/5335 [00:47<00:29, 52.88it/s]\n9114 24.7204 : 71%|███████ | 3793/5335 [00:47<00:30, 50.39it/s]\n9114 24.7204 : 71%|███████ | 3799/5335 [00:47<00:30, 49.72it/s]\n9134 24.6036 : 71%|███████ | 3799/5335 [00:47<00:30, 49.72it/s]\n9134 24.6036 : 71%|███████▏ | 3805/5335 [00:47<00:30, 50.38it/s]\n9134 24.6036 : 71%|███████▏ | 3811/5335 [00:47<00:29, 51.63it/s]\n9134 24.6036 : 72%|███████▏ | 3818/5335 [00:47<00:26, 56.30it/s]\n9154 21.5906 : 72%|███████▏ | 3818/5335 [00:47<00:26, 56.30it/s]\n9154 21.5906 : 72%|███████▏ | 3826/5335 [00:47<00:24, 62.17it/s]\n9154 21.5906 : 72%|███████▏ | 3834/5335 [00:47<00:22, 66.75it/s]\n9174 25.0579 : 72%|███████▏ | 3834/5335 [00:48<00:22, 66.75it/s]\n9174 25.0579 : 72%|███████▏ | 3843/5335 [00:48<00:20, 72.48it/s]\n9174 25.0579 : 72%|███████▏ | 3854/5335 [00:48<00:18, 81.08it/s]\n9194 24.8286 : 72%|███████▏ | 3854/5335 [00:48<00:18, 81.08it/s]\n9194 24.8286 : 72%|███████▏ | 3866/5335 [00:48<00:16, 90.09it/s]\n9194 24.8286 : 73%|███████▎ | 3878/5335 [00:48<00:14, 97.26it/s]\n9214 22.8156 : 73%|███████▎ | 3878/5335 [00:48<00:14, 97.26it/s]\n9214 22.8156 : 73%|███████▎ | 3890/5335 [00:48<00:14, 102.41it/s]\n9234 25.5589 : 73%|███████▎ | 3890/5335 [00:48<00:14, 102.41it/s]\n9234 25.5589 : 73%|███████▎ | 3902/5335 [00:48<00:13, 105.12it/s]\n9234 25.5589 : 73%|███████▎ | 3914/5335 [00:48<00:13, 107.13it/s]\n9254 21.5213 : 73%|███████▎ | 3914/5335 [00:48<00:13, 107.13it/s]\n9254 21.5213 : 74%|███████▎ | 3925/5335 [00:48<00:13, 106.41it/s]\n9254 21.5213 : 74%|███████▍ | 3936/5335 [00:48<00:13, 101.65it/s]\n9274 21.5482 : 74%|███████▍ | 3936/5335 [00:48<00:13, 101.65it/s]\n9274 21.5482 : 74%|███████▍ | 3947/5335 [00:49<00:14, 93.65it/s]\n9274 21.5482 : 74%|███████▍ | 3957/5335 [00:49<00:15, 87.85it/s]\n9294 24.5253 : 74%|███████▍ | 3957/5335 [00:49<00:15, 87.85it/s]\n9294 24.5253 : 74%|███████▍ | 3966/5335 [00:49<00:15, 85.70it/s]\n9294 24.5253 : 75%|███████▍ | 3976/5335 [00:49<00:15, 87.28it/s]\n9314 27.5083 : 75%|███████▍ | 3976/5335 [00:49<00:15, 87.28it/s]\n9314 27.5083 : 75%|███████▍ | 3986/5335 [00:49<00:14, 90.34it/s]\n9314 27.5083 : 75%|███████▍ | 3997/5335 [00:49<00:13, 95.66it/s]\n9334 26.0061 : 75%|███████▍ | 3997/5335 [00:49<00:13, 95.66it/s]\n9334 26.0061 : 75%|███████▌ | 4010/5335 [00:49<00:12, 103.65it/s]\n9354 25.2747 : 75%|███████▌ | 4010/5335 [00:49<00:12, 103.65it/s]\n9354 25.2747 : 75%|███████▌ | 4024/5335 [00:49<00:11, 112.58it/s]\n9354 25.2747 : 76%|███████▌ | 4038/5335 [00:49<00:10, 119.13it/s]\n9374 23.9454 : 76%|███████▌ | 4038/5335 [00:49<00:10, 119.13it/s]\n9374 23.9454 : 76%|███████▌ | 4052/5335 [00:50<00:10, 122.88it/s]\n9394 25.9436 : 76%|███████▌ | 4052/5335 [00:50<00:10, 122.88it/s]\n9394 25.9436 : 76%|███████▌ | 4065/5335 [00:50<00:10, 124.66it/s]\n9394 25.9436 : 76%|███████▋ | 4078/5335 [00:50<00:10, 123.85it/s]\n9414 24.2501 : 76%|███████▋ | 4078/5335 [00:50<00:10, 123.85it/s]\n9414 24.2501 : 77%|███████▋ | 4091/5335 [00:50<00:10, 117.44it/s]\n9434 23.3607 : 77%|███████▋ | 4091/5335 [00:50<00:10, 117.44it/s]\n9434 23.3607 : 77%|███████▋ | 4103/5335 [00:50<00:11, 108.72it/s]\n9434 23.3607 : 77%|███████▋ | 4115/5335 [00:50<00:11, 102.92it/s]\n9454 26.6689 : 77%|███████▋ | 4115/5335 [00:50<00:11, 102.92it/s]\n9454 26.6689 : 77%|███████▋ | 4126/5335 [00:50<00:12, 97.18it/s]\n9454 26.6689 : 78%|███████▊ | 4136/5335 [00:50<00:12, 95.44it/s]\n9474 25.6627 : 78%|███████▊ | 4136/5335 [00:50<00:12, 95.44it/s]\n9474 25.6627 : 78%|███████▊ | 4146/5335 [00:50<00:12, 96.23it/s]\n9474 25.6627 : 78%|███████▊ | 4158/5335 [00:51<00:11, 101.61it/s]\n9494 25.2518 : 78%|███████▊ | 4158/5335 [00:51<00:11, 101.61it/s]\n9494 25.2518 : 78%|███████▊ | 4171/5335 [00:51<00:10, 108.91it/s]\n9514 27.3666 : 78%|███████▊ | 4171/5335 [00:51<00:10, 108.91it/s]\n9514 27.3666 : 78%|███████▊ | 4184/5335 [00:51<00:10, 114.31it/s]\n9514 27.3666 : 79%|███████▊ | 4198/5335 [00:51<00:09, 119.08it/s]\n9534 24.9540 : 79%|███████▊ | 4198/5335 [00:51<00:09, 119.08it/s]\n9534 24.9540 : 79%|███████▉ | 4211/5335 [00:51<00:09, 120.82it/s]\n9554 25.6169 : 79%|███████▉ | 4211/5335 [00:51<00:09, 120.82it/s]\n9554 25.6169 : 79%|███████▉ | 4224/5335 [00:51<00:09, 121.52it/s]\n9554 25.6169 : 79%|███████▉ | 4237/5335 [00:51<00:09, 118.58it/s]\n9574 25.2650 : 79%|███████▉ | 4237/5335 [00:51<00:09, 118.58it/s]\n9574 25.2650 : 80%|███████▉ | 4249/5335 [00:51<00:09, 109.93it/s]\n9594 25.5005 : 80%|███████▉ | 4249/5335 [00:51<00:09, 109.93it/s]\n9594 25.5005 : 80%|███████▉ | 4261/5335 [00:51<00:10, 101.85it/s]\n9594 25.5005 : 80%|████████ | 4272/5335 [00:52<00:11, 95.10it/s]\n9614 26.3814 : 80%|████████ | 4272/5335 [00:52<00:11, 95.10it/s]\n9614 26.3814 : 80%|████████ | 4282/5335 [00:52<00:11, 89.91it/s]\n9614 26.3814 : 80%|████████ | 4292/5335 [00:52<00:11, 88.21it/s]\n9634 24.4926 : 80%|████████ | 4292/5335 [00:52<00:11, 88.21it/s]\n9634 24.4926 : 81%|████████ | 4302/5335 [00:52<00:11, 90.68it/s]\n9634 24.4926 : 81%|████████ | 4313/5335 [00:52<00:10, 95.15it/s]\n9654 25.8037 : 81%|████████ | 4313/5335 [00:52<00:10, 95.15it/s]\n9654 25.8037 : 81%|████████ | 4325/5335 [00:52<00:10, 99.66it/s]\n9654 25.8037 : 81%|████████▏ | 4336/5335 [00:52<00:09, 102.42it/s]\n9674 24.8542 : 81%|████████▏ | 4336/5335 [00:52<00:09, 102.42it/s]\n9674 24.8542 : 81%|████████▏ | 4348/5335 [00:52<00:09, 105.16it/s]\n9674 24.8542 : 82%|████████▏ | 4359/5335 [00:52<00:09, 106.14it/s]\n9694 25.9785 : 82%|████████▏ | 4359/5335 [00:52<00:09, 106.14it/s]\n9694 25.9785 : 82%|████████▏ | 4370/5335 [00:53<00:09, 106.35it/s]\n9714 24.4717 : 82%|████████▏ | 4370/5335 [00:53<00:09, 106.35it/s]\n9714 24.4717 : 82%|████████▏ | 4381/5335 [00:53<00:09, 105.52it/s]\n9714 24.4717 : 82%|████████▏ | 4392/5335 [00:53<00:09, 99.90it/s]\n9734 24.1220 : 82%|████████▏ | 4392/5335 [00:53<00:09, 99.90it/s]\n9734 24.1220 : 83%|████████▎ | 4403/5335 [00:53<00:10, 90.69it/s]\n9734 24.1220 : 83%|████████▎ | 4413/5335 [00:53<00:10, 85.12it/s]\n9754 21.2121 : 83%|████████▎ | 4413/5335 [00:53<00:10, 85.12it/s]\n9754 21.2121 : 83%|████████▎ | 4422/5335 [00:53<00:10, 83.97it/s]\n9754 21.2121 : 83%|████████▎ | 4434/5335 [00:53<00:09, 93.33it/s]\n9774 28.0171 : 83%|████████▎ | 4434/5335 [00:53<00:09, 93.33it/s]\n9774 28.0171 : 83%|████████▎ | 4447/5335 [00:53<00:08, 102.09it/s]\n9794 24.1598 : 83%|████████▎ | 4447/5335 [00:53<00:08, 102.09it/s]\n9794 24.1598 : 84%|████████▎ | 4462/5335 [00:54<00:07, 113.78it/s]\n9794 24.1598 : 84%|████████▍ | 4478/5335 [00:54<00:06, 125.69it/s]\n9814 26.8867 : 84%|████████▍ | 4478/5335 [00:54<00:06, 125.69it/s]\n9814 26.8867 : 84%|████████▍ | 4494/5335 [00:54<00:06, 134.85it/s]\n9834 26.0372 : 84%|████████▍ | 4494/5335 [00:54<00:06, 134.85it/s]\n9834 26.0372 : 85%|████████▍ | 4510/5335 [00:54<00:05, 140.32it/s]\n9854 25.5408 : 85%|████████▍ | 4510/5335 [00:54<00:05, 140.32it/s]\n9854 25.5408 : 85%|████████▍ | 4525/5335 [00:54<00:05, 142.33it/s]\n9874 25.0240 : 85%|████████▍ | 4525/5335 [00:54<00:05, 142.33it/s]\n9874 25.0240 : 85%|████████▌ | 4540/5335 [00:54<00:05, 141.21it/s]\n9874 25.0240 : 85%|████████▌ | 4555/5335 [00:54<00:05, 131.61it/s]\n9894 24.3965 : 85%|████████▌ | 4555/5335 [00:54<00:05, 131.61it/s]\n9894 24.3965 : 86%|████████▌ | 4569/5335 [00:54<00:06, 122.51it/s]\n9914 23.1013 : 86%|████████▌ | 4569/5335 [00:54<00:06, 122.51it/s]\n9914 23.1013 : 86%|████████▌ | 4583/5335 [00:54<00:05, 126.03it/s]\n9914 23.1013 : 86%|████████▌ | 4599/5335 [00:55<00:05, 133.75it/s]\n9934 25.4542 : 86%|████████▌ | 4599/5335 [00:55<00:05, 133.75it/s]\n9934 25.4542 : 87%|████████▋ | 4617/5335 [00:55<00:04, 145.43it/s]\n9954 25.7169 : 87%|████████▋ | 4617/5335 [00:55<00:04, 145.43it/s]\n9954 25.7169 : 87%|████████▋ | 4636/5335 [00:55<00:04, 156.92it/s]\n9974 27.1826 : 87%|████████▋ | 4636/5335 [00:55<00:04, 156.92it/s]\n9974 27.1826 : 87%|████████▋ | 4655/5335 [00:55<00:04, 165.77it/s]\n9994 25.9649 : 87%|████████▋ | 4655/5335 [00:55<00:04, 165.77it/s]\n9994 25.9649 : 88%|████████▊ | 4674/5335 [00:55<00:03, 170.82it/s]\n10014 24.4889 : 88%|████████▊ | 4674/5335 [00:55<00:03, 170.82it/s]\n10014 24.4889 : 88%|████████▊ | 4692/5335 [00:55<00:03, 170.64it/s]\n10034 24.9920 : 88%|████████▊ | 4692/5335 [00:55<00:03, 170.64it/s]\n10034 24.9920 : 88%|████████▊ | 4710/5335 [00:55<00:03, 160.81it/s]\n10054 26.2562 : 88%|████████▊ | 4710/5335 [00:55<00:03, 160.81it/s]\n10054 26.2562 : 89%|████████▊ | 4727/5335 [00:55<00:04, 148.21it/s]\n10074 28.0476 : 89%|████████▊ | 4727/5335 [00:55<00:04, 148.21it/s]\n10074 28.0476 : 89%|████████▉ | 4743/5335 [00:55<00:04, 128.64it/s]\n10074 28.0476 : 89%|████████▉ | 4757/5335 [00:56<00:04, 122.12it/s]\n10094 26.6835 : 89%|████████▉ | 4757/5335 [00:56<00:04, 122.12it/s]\n10094 26.6835 : 89%|████████▉ | 4770/5335 [00:56<00:04, 121.72it/s]\n10114 26.9486 : 89%|████████▉ | 4770/5335 [00:56<00:04, 121.72it/s]\n10114 26.9486 : 90%|████████▉ | 4783/5335 [00:56<00:04, 123.44it/s]\n10114 26.9486 : 90%|████████▉ | 4796/5335 [00:56<00:04, 125.00it/s]\n10134 25.5206 : 90%|████████▉ | 4796/5335 [00:56<00:04, 125.00it/s]\n10134 25.5206 : 90%|█████████ | 4810/5335 [00:56<00:04, 126.56it/s]\n10154 25.3623 : 90%|█████████ | 4810/5335 [00:56<00:04, 126.56it/s]\n10154 25.3623 : 90%|█████████ | 4823/5335 [00:56<00:04, 126.44it/s]\n10154 25.3623 : 91%|█████████ | 4836/5335 [00:56<00:04, 124.00it/s]\n10174 25.5463 : 91%|█████████ | 4836/5335 [00:56<00:04, 124.00it/s]\n10174 25.5463 : 91%|█████████ | 4849/5335 [00:56<00:04, 116.99it/s]\n10194 25.1650 : 91%|█████████ | 4849/5335 [00:56<00:04, 116.99it/s]\n10194 25.1650 : 91%|█████████ | 4861/5335 [00:56<00:04, 106.67it/s]\n10194 25.1650 : 91%|█████████▏| 4872/5335 [00:57<00:04, 100.47it/s]\n10214 25.3264 : 91%|█████████▏| 4872/5335 [00:57<00:04, 100.47it/s]\n10214 25.3264 : 92%|█████████▏| 4883/5335 [00:57<00:04, 94.03it/s]\n10214 25.3264 : 92%|█████████▏| 4893/5335 [00:57<00:05, 86.91it/s]\n10234 24.9709 : 92%|█████████▏| 4893/5335 [00:57<00:05, 86.91it/s]\n10234 24.9709 : 92%|█████████▏| 4902/5335 [00:57<00:05, 85.64it/s]\n10234 24.9709 : 92%|█████████▏| 4911/5335 [00:57<00:04, 86.07it/s]\n10254 24.7661 : 92%|█████████▏| 4911/5335 [00:57<00:04, 86.07it/s]\n10254 24.7661 : 92%|█████████▏| 4921/5335 [00:57<00:04, 88.00it/s]\n10254 24.7661 : 92%|█████████▏| 4931/5335 [00:57<00:04, 90.54it/s]\n10274 25.3212 : 92%|█████████▏| 4931/5335 [00:57<00:04, 90.54it/s]\n10274 25.3212 : 93%|█████████▎| 4941/5335 [00:57<00:04, 92.47it/s]\n10274 25.3212 : 93%|█████████▎| 4952/5335 [00:58<00:04, 95.06it/s]\n10294 24.4558 : 93%|█████████▎| 4952/5335 [00:58<00:04, 95.06it/s]\n10294 24.4558 : 93%|█████████▎| 4963/5335 [00:58<00:03, 96.58it/s]\n10294 24.4558 : 93%|█████████▎| 4973/5335 [00:58<00:03, 96.32it/s]\n10314 24.9015 : 93%|█████████▎| 4973/5335 [00:58<00:03, 96.32it/s]\n10314 24.9015 : 93%|█████████▎| 4983/5335 [00:58<00:03, 92.05it/s]\n10314 24.9015 : 94%|█████████▎| 4993/5335 [00:58<00:03, 85.78it/s]\n10334 25.2648 : 94%|█████████▎| 4993/5335 [00:58<00:03, 85.78it/s]\n10334 25.2648 : 94%|█████████▍| 5002/5335 [00:58<00:04, 78.15it/s]\n10334 25.2648 : 94%|█████████▍| 5010/5335 [00:58<00:04, 72.46it/s]\n10334 25.2648 : 94%|█████████▍| 5018/5335 [00:58<00:04, 66.82it/s]\n10354 25.1907 : 94%|█████████▍| 5018/5335 [00:58<00:04, 66.82it/s]\n10354 25.1907 : 94%|█████████▍| 5025/5335 [00:59<00:04, 64.97it/s]\n10354 25.1907 : 94%|█████████▍| 5032/5335 [00:59<00:04, 65.93it/s]\n10374 27.7024 : 94%|█████████▍| 5032/5335 [00:59<00:04, 65.93it/s]\n10374 27.7024 : 94%|█████████▍| 5041/5335 [00:59<00:04, 72.21it/s]\n10374 27.7024 : 95%|█████████▍| 5051/5335 [00:59<00:03, 78.50it/s]\n10394 25.8049 : 95%|█████████▍| 5051/5335 [00:59<00:03, 78.50it/s]\n10394 25.8049 : 95%|█████████▍| 5062/5335 [00:59<00:03, 86.29it/s]\n10394 25.8049 : 95%|█████████▌| 5074/5335 [00:59<00:02, 95.14it/s]\n10414 26.6955 : 95%|█████████▌| 5074/5335 [00:59<00:02, 95.14it/s]\n10414 26.6955 : 95%|█████████▌| 5086/5335 [00:59<00:02, 102.17it/s]\n10414 26.6955 : 96%|█████████▌| 5098/5335 [00:59<00:02, 107.29it/s]\n10434 27.9633 : 96%|█████████▌| 5098/5335 [00:59<00:02, 107.29it/s]\n10434 27.9633 : 96%|█████████▌| 5111/5335 [00:59<00:02, 111.38it/s]\n10454 26.6673 : 96%|█████████▌| 5111/5335 [00:59<00:02, 111.38it/s]\n10454 26.6673 : 96%|█████████▌| 5124/5335 [00:59<00:01, 114.11it/s]\n10454 26.6673 : 96%|█████████▋| 5136/5335 [01:00<00:01, 112.56it/s]\n10474 24.6140 : 96%|█████████▋| 5136/5335 [01:00<00:01, 112.56it/s]\n10474 24.6140 : 96%|█████████▋| 5148/5335 [01:00<00:01, 106.43it/s]\n10474 24.6140 : 97%|█████████▋| 5159/5335 [01:00<00:01, 97.42it/s]\n10494 25.0891 : 97%|█████████▋| 5159/5335 [01:00<00:01, 97.42it/s]\n10494 25.0891 : 97%|█████████▋| 5169/5335 [01:00<00:01, 90.24it/s]\n10494 25.0891 : 97%|█████████▋| 5179/5335 [01:00<00:01, 84.41it/s]\n10514 26.0480 : 97%|█████████▋| 5179/5335 [01:00<00:01, 84.41it/s]\n10514 26.0480 : 97%|█████████▋| 5189/5335 [01:00<00:01, 87.24it/s]\n10534 27.4810 : 97%|█████████▋| 5189/5335 [01:00<00:01, 87.24it/s]\n10534 27.4810 : 97%|█████████▋| 5201/5335 [01:00<00:01, 93.73it/s]\n10534 27.4810 : 98%|█████████▊| 5214/5335 [01:00<00:01, 102.99it/s]\n10554 26.5957 : 98%|█████████▊| 5214/5335 [01:00<00:01, 102.99it/s]\n10554 26.5957 : 98%|█████████▊| 5229/5335 [01:01<00:00, 113.95it/s]\n10574 27.1942 : 98%|█████████▊| 5229/5335 [01:01<00:00, 113.95it/s]\n10574 27.1942 : 98%|█████████▊| 5244/5335 [01:01<00:00, 122.67it/s]\n10574 27.1942 : 99%|█████████▊| 5259/5335 [01:01<00:00, 129.86it/s]\n10594 26.2188 : 99%|█████████▊| 5259/5335 [01:01<00:00, 129.86it/s]\n10594 26.2188 : 99%|█████████▉| 5274/5335 [01:01<00:00, 135.22it/s]\n10614 25.1674 : 99%|█████████▉| 5274/5335 [01:01<00:00, 135.22it/s]\n10614 25.1674 : 99%|█████████▉| 5288/5335 [01:01<00:00, 135.90it/s]\n10634 25.4036 : 99%|█████████▉| 5288/5335 [01:01<00:00, 135.90it/s]\n10634 25.4036 : 99%|█████████▉| 5302/5335 [01:01<00:00, 130.26it/s]\n10634 25.4036 : 100%|█████████▉| 5316/5335 [01:01<00:00, 119.89it/s]\n10654 24.9056 : 100%|█████████▉| 5316/5335 [01:01<00:00, 119.89it/s]\n10654 24.9056 : 100%|█████████▉| 5329/5335 [01:01<00:00, 110.16it/s]\n10654 24.9056 : 100%|██████████| 5335/5335 [01:01<00:00, 86.21it/s]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 2\n epoch_size: 35\n batches_per_epoch: 35\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/35 [00:00<?, ?it/s]/root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/torch/nn/functional.py:3609: UserWarning: Default upsampling behavior when mode=bilinear is changed to align_corners=False since 0.4.0. Please specify align_corners=True if the old behavior is desired. See the documentation of nn.Upsample for details.\n warnings.warn(\n/root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/torch/nn/functional.py:3657: UserWarning: The default behavior for interpolate/upsample with float scale_factor changed in 1.6.0 to align with other frameworks/libraries, and now uses scale_factor directly, instead of relying on the computed output size. If you wish to restore the old behavior, please set recompute_scale_factor=True. See the documentation of nn.Upsample for details.\n warnings.warn(\n/root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/torch/nn/functional.py:718: UserWarning: Named tensors and all their associated APIs are an experimental feature and subject to change. Please do not use them for anything important until they are released as stable. (Triggered internally at /pytorch/c10/core/TensorImpl.h:1156.)\n return torch.max_pool2d(input, kernel_size, stride, padding, dilation, ceil_mode)\n\n 3%|▎ | 1/35 [00:01<01:03, 1.86s/it]\n 6%|▌ | 2/35 [00:03<01:01, 1.87s/it]\n 9%|▊ | 3/35 [00:05<01:03, 2.00s/it]\n 11%|█▏ | 4/35 [00:08<01:04, 2.09s/it]\n 14%|█▍ | 5/35 [00:09<00:58, 1.94s/it]\n 17%|█▋ | 6/35 [00:12<00:59, 2.06s/it]\n 20%|██ | 7/35 [00:13<00:49, 1.78s/it]\n 23%|██▎ | 8/35 [00:15<00:54, 2.03s/it]\n 26%|██▌ | 9/35 [00:17<00:52, 2.03s/it]\n 29%|██▊ | 10/35 [00:19<00:47, 1.88s/it]\n 31%|███▏ | 11/35 [00:21<00:50, 2.09s/it]\n 34%|███▍ | 12/35 [00:24<00:49, 2.15s/it]\n 37%|███▋ | 13/35 [00:25<00:43, 1.97s/it]\n 40%|████ | 14/35 [00:28<00:47, 2.28s/it]\n 43%|████▎ | 15/35 [00:31<00:50, 2.50s/it]\n 46%|████▌ | 16/35 [00:33<00:43, 2.31s/it]\n 49%|████▊ | 17/35 [00:36<00:45, 2.52s/it]\n 51%|█████▏ | 18/35 [00:39<00:41, 2.46s/it]\n 54%|█████▍ | 19/35 [00:41<00:39, 2.47s/it]\n10689 0.3898 0.0124 0.0010 : 54%|█████▍ | 19/35 [00:44<00:39, 2.47s/it]\n10689 0.3898 0.0124 0.0010 : 57%|█████▋ | 20/35 [00:44<00:37, 2.48s/it]\n10689 0.3898 0.0124 0.0010 : 60%|██████ | 21/35 [00:46<00:36, 2.63s/it]\n10689 0.3898 0.0124 0.0010 : 63%|██████▎ | 22/35 [00:48<00:30, 2.31s/it]\n10689 0.3898 0.0124 0.0010 : 66%|██████▌ | 23/35 [00:50<00:24, 2.08s/it]\n10689 0.3898 0.0124 0.0010 : 69%|██████▊ | 24/35 [00:51<00:20, 1.85s/it]\n10689 0.3898 0.0124 0.0010 : 71%|███████▏ | 25/35 [00:53<00:17, 1.77s/it]\n10689 0.3898 0.0124 0.0010 : 74%|███████▍ | 26/35 [00:55<00:18, 2.09s/it]\n10689 0.3898 0.0124 0.0010 : 77%|███████▋ | 27/35 [00:58<00:18, 2.36s/it]\n10689 0.3898 0.0124 0.0010 : 80%|████████ | 28/35 [01:01<00:16, 2.39s/it]\n10689 0.3898 0.0124 0.0010 : 83%|████████▎ | 29/35 [01:04<00:15, 2.53s/it]\n10689 0.3898 0.0124 0.0010 : 86%|████████▌ | 30/35 [01:06<00:11, 2.34s/it]\n10689 0.3898 0.0124 0.0010 : 89%|████████▊ | 31/35 [01:07<00:08, 2.04s/it]\n10689 0.3898 0.0124 0.0010 : 91%|█████████▏| 32/35 [01:10<00:06, 2.31s/it]\n10689 0.3898 0.0124 0.0010 : 94%|█████████▍| 33/35 [01:11<00:04, 2.07s/it]\n10689 0.3898 0.0124 0.0010 : 97%|█████████▋| 34/35 [01:13<00:01, 1.81s/it]\n10689 0.3898 0.0124 0.0010 : 100%|██████████| 35/35 [01:14<00:00, 1.83s/it]\n10689 0.3898 0.0124 0.0010 : 100%|██████████| 35/35 [01:14<00:00, 2.14s/it]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 3\n epoch_size: 35\n batches_per_epoch: 35\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/35 [00:00<?, ?it/s]\n 3%|▎ | 1/35 [00:02<01:39, 2.94s/it]\n 6%|▌ | 2/35 [00:04<01:12, 2.19s/it]\n 9%|▊ | 3/35 [00:07<01:17, 2.42s/it]\n 11%|█▏ | 4/35 [00:09<01:15, 2.44s/it]\n 14%|█▍ | 5/35 [00:12<01:14, 2.48s/it]\n 17%|█▋ | 6/35 [00:14<01:10, 2.42s/it]\n 20%|██ | 7/35 [00:16<00:59, 2.14s/it]\n 23%|██▎ | 8/35 [00:18<01:00, 2.23s/it]\n 26%|██▌ | 9/35 [00:21<01:04, 2.47s/it]\n 29%|██▊ | 10/35 [00:24<01:04, 2.58s/it]\n 31%|███▏ | 11/35 [00:25<00:52, 2.20s/it]\n 34%|███▍ | 12/35 [00:27<00:47, 2.06s/it]\n 37%|███▋ | 13/35 [00:28<00:39, 1.80s/it]\n 40%|████ | 14/35 [00:30<00:36, 1.72s/it]\n 43%|████▎ | 15/35 [00:33<00:42, 2.10s/it]\n 46%|████▌ | 16/35 [00:35<00:38, 2.03s/it]\n 49%|████▊ | 17/35 [00:35<00:30, 1.69s/it]\n 51%|█████▏ | 18/35 [00:37<00:28, 1.65s/it]\n 54%|█████▍ | 19/35 [00:39<00:27, 1.73s/it]\n10724 0.3268 0.0164 0.0015 : 54%|█████▍ | 19/35 [00:41<00:27, 1.73s/it]\n10724 0.3268 0.0164 0.0015 : 57%|█████▋ | 20/35 [00:41<00:26, 1.79s/it]\n10724 0.3268 0.0164 0.0015 : 60%|██████ | 21/35 [00:43<00:26, 1.93s/it]\n10724 0.3268 0.0164 0.0015 : 63%|██████▎ | 22/35 [00:45<00:23, 1.82s/it]\n10724 0.3268 0.0164 0.0015 : 66%|██████▌ | 23/35 [00:47<00:23, 1.94s/it]\n10724 0.3268 0.0164 0.0015 : 69%|██████▊ | 24/35 [00:49<00:22, 2.04s/it]\n10724 0.3268 0.0164 0.0015 : 71%|███████▏ | 25/35 [00:51<00:19, 1.99s/it]\n10724 0.3268 0.0164 0.0015 : 74%|███████▍ | 26/35 [00:53<00:17, 1.97s/it]\n10724 0.3268 0.0164 0.0015 : 77%|███████▋ | 27/35 [00:56<00:17, 2.23s/it]\n10724 0.3268 0.0164 0.0015 : 80%|████████ | 28/35 [00:58<00:14, 2.12s/it]\n10724 0.3268 0.0164 0.0015 : 83%|████████▎ | 29/35 [01:00<00:13, 2.29s/it]\n10724 0.3268 0.0164 0.0015 : 86%|████████▌ | 30/35 [01:03<00:11, 2.28s/it]\n10724 0.3268 0.0164 0.0015 : 89%|████████▊ | 31/35 [01:04<00:08, 2.09s/it]\n10724 0.3268 0.0164 0.0015 : 91%|█████████▏| 32/35 [01:07<00:06, 2.14s/it]\n10724 0.3268 0.0164 0.0015 : 94%|█████████▍| 33/35 [01:09<00:04, 2.25s/it]\n10724 0.3268 0.0164 0.0015 : 97%|█████████▋| 34/35 [01:12<00:02, 2.47s/it]\n10724 0.3268 0.0164 0.0015 : 100%|██████████| 35/35 [01:14<00:00, 2.19s/it]\n10724 0.3268 0.0164 0.0015 : 100%|██████████| 35/35 [01:14<00:00, 2.12s/it]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 4\n epoch_size: 35\n batches_per_epoch: 35\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/35 [00:00<?, ?it/s]\n 3%|▎ | 1/35 [00:02<01:35, 2.82s/it]\n 6%|▌ | 2/35 [00:03<00:55, 1.68s/it]\n 9%|▊ | 3/35 [00:06<01:11, 2.22s/it]\n 11%|█▏ | 4/35 [00:08<01:08, 2.22s/it]\n 14%|█▍ | 5/35 [00:11<01:06, 2.23s/it]\n 17%|█▋ | 6/35 [00:11<00:51, 1.77s/it]\n 20%|██ | 7/35 [00:13<00:47, 1.69s/it]\n 23%|██▎ | 8/35 [00:15<00:51, 1.93s/it]\n 26%|██▌ | 9/35 [00:18<00:54, 2.10s/it]\n 29%|██▊ | 10/35 [00:20<00:53, 2.12s/it]\n 31%|███▏ | 11/35 [00:23<00:57, 2.39s/it]\n 34%|███▍ | 12/35 [00:26<00:55, 2.42s/it]\n 37%|███▋ | 13/35 [00:28<00:56, 2.59s/it]\n 40%|████ | 14/35 [00:30<00:48, 2.31s/it]\n 43%|████▎ | 15/35 [00:33<00:49, 2.48s/it]\n 46%|████▌ | 16/35 [00:35<00:45, 2.37s/it]\n 49%|████▊ | 17/35 [00:36<00:36, 2.02s/it]\n 51%|█████▏ | 18/35 [00:39<00:35, 2.09s/it]\n 54%|█████▍ | 19/35 [00:41<00:37, 2.32s/it]\n10759 0.3328 0.0160 0.0012 : 54%|█████▍ | 19/35 [00:44<00:37, 2.32s/it]\n10759 0.3328 0.0160 0.0012 : 57%|█████▋ | 20/35 [00:44<00:36, 2.43s/it]\n10759 0.3328 0.0160 0.0012 : 60%|██████ | 21/35 [00:47<00:35, 2.56s/it]\n10759 0.3328 0.0160 0.0012 : 63%|██████▎ | 22/35 [00:48<00:26, 2.06s/it]\n10759 0.3328 0.0160 0.0012 : 66%|██████▌ | 23/35 [00:50<00:24, 2.06s/it]\n10759 0.3328 0.0160 0.0012 : 69%|██████▊ | 24/35 [00:52<00:21, 1.96s/it]\n10759 0.3328 0.0160 0.0012 : 71%|███████▏ | 25/35 [00:54<00:19, 1.94s/it]\n10759 0.3328 0.0160 0.0012 : 74%|███████▍ | 26/35 [00:56<00:18, 2.05s/it]\n10759 0.3328 0.0160 0.0012 : 77%|███████▋ | 27/35 [00:57<00:13, 1.71s/it]\n10759 0.3328 0.0160 0.0012 : 80%|████████ | 28/35 [01:00<00:14, 2.10s/it]\n10759 0.3328 0.0160 0.0012 : 83%|████████▎ | 29/35 [01:02<00:12, 2.03s/it]\n10759 0.3328 0.0160 0.0012 : 86%|████████▌ | 30/35 [01:04<00:10, 2.04s/it]\n10759 0.3328 0.0160 0.0012 : 89%|████████▊ | 31/35 [01:06<00:07, 1.99s/it]\n10759 0.3328 0.0160 0.0012 : 91%|█████████▏| 32/35 [01:09<00:06, 2.29s/it]\n10759 0.3328 0.0160 0.0012 : 94%|█████████▍| 33/35 [01:11<00:04, 2.41s/it]\n10759 0.3328 0.0160 0.0012 : 97%|█████████▋| 34/35 [01:14<00:02, 2.42s/it]\n10759 0.3328 0.0160 0.0012 : 100%|██████████| 35/35 [01:15<00:00, 2.14s/it]\n10759 0.3328 0.0160 0.0012 : 100%|██████████| 35/35 [01:15<00:00, 2.16s/it]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 5\n epoch_size: 35\n batches_per_epoch: 35\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/35 [00:00<?, ?it/s]\n 3%|▎ | 1/35 [00:02<01:15, 2.21s/it]\n 6%|▌ | 2/35 [00:04<01:19, 2.41s/it]\n 9%|▊ | 3/35 [00:07<01:14, 2.34s/it]\n 11%|█▏ | 4/35 [00:08<01:04, 2.08s/it]\n 14%|█▍ | 5/35 [00:09<00:49, 1.66s/it]\n 17%|█▋ | 6/35 [00:11<00:48, 1.66s/it]\n 20%|██ | 7/35 [00:13<00:48, 1.73s/it]\n 23%|██▎ | 8/35 [00:14<00:43, 1.60s/it]\n 26%|██▌ | 9/35 [00:15<00:38, 1.47s/it]\n 29%|██▊ | 10/35 [00:17<00:37, 1.49s/it]\n 31%|███▏ | 11/35 [00:19<00:43, 1.80s/it]\n 34%|███▍ | 12/35 [00:22<00:49, 2.16s/it]\n 37%|███▋ | 13/35 [00:23<00:41, 1.87s/it]\n 40%|████ | 14/35 [00:27<00:47, 2.28s/it]\n 43%|████▎ | 15/35 [00:27<00:37, 1.86s/it]\n 46%|████▌ | 16/35 [00:30<00:38, 2.03s/it]\n 49%|████▊ | 17/35 [00:33<00:41, 2.32s/it]\n 51%|█████▏ | 18/35 [00:35<00:36, 2.12s/it]\n 54%|█████▍ | 19/35 [00:37<00:33, 2.10s/it]\n10794 0.3024 0.0190 0.0018 : 54%|█████▍ | 19/35 [00:38<00:33, 2.10s/it]\n10794 0.3024 0.0190 0.0018 : 57%|█████▋ | 20/35 [00:38<00:28, 1.93s/it]\n10794 0.3024 0.0190 0.0018 : 60%|██████ | 21/35 [00:40<00:26, 1.91s/it]\n10794 0.3024 0.0190 0.0018 : 63%|██████▎ | 22/35 [00:43<00:28, 2.23s/it]\n10794 0.3024 0.0190 0.0018 : 66%|██████▌ | 23/35 [00:44<00:22, 1.83s/it]\n10794 0.3024 0.0190 0.0018 : 69%|██████▊ | 24/35 [00:45<00:18, 1.68s/it]\n10794 0.3024 0.0190 0.0018 : 71%|███████▏ | 25/35 [00:46<00:14, 1.45s/it]\n10794 0.3024 0.0190 0.0018 : 74%|███████▍ | 26/35 [00:48<00:13, 1.49s/it]\n10794 0.3024 0.0190 0.0018 : 77%|███████▋ | 27/35 [00:49<00:11, 1.50s/it]\n10794 0.3024 0.0190 0.0018 : 80%|████████ | 28/35 [00:52<00:13, 1.94s/it]\n10794 0.3024 0.0190 0.0018 : 83%|████████▎ | 29/35 [00:55<00:13, 2.26s/it]\n10794 0.3024 0.0190 0.0018 : 86%|████████▌ | 30/35 [00:57<00:10, 2.14s/it]\n10794 0.3024 0.0190 0.0018 : 89%|████████▊ | 31/35 [00:58<00:07, 1.86s/it]\n10794 0.3024 0.0190 0.0018 : 91%|█████████▏| 32/35 [01:01<00:06, 2.06s/it]\n10794 0.3024 0.0190 0.0018 : 94%|█████████▍| 33/35 [01:02<00:03, 1.71s/it]\n10794 0.3024 0.0190 0.0018 : 97%|█████████▋| 34/35 [01:03<00:01, 1.56s/it]\n10794 0.3024 0.0190 0.0018 : 100%|██████████| 35/35 [01:06<00:00, 1.99s/it]\n10794 0.3024 0.0190 0.0018 : 100%|██████████| 35/35 [01:06<00:00, 1.90s/it]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 6\n epoch_size: 35\n batches_per_epoch: 35\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/35 [00:00<?, ?it/s]\n 3%|▎ | 1/35 [00:02<01:09, 2.03s/it]\n 6%|▌ | 2/35 [00:05<01:30, 2.73s/it]\n 9%|▊ | 3/35 [00:07<01:21, 2.53s/it]\n 11%|█▏ | 4/35 [00:09<01:14, 2.41s/it]\n 14%|█▍ | 5/35 [00:10<00:55, 1.86s/it]\n 17%|█▋ | 6/35 [00:12<00:50, 1.74s/it]\n 20%|██ | 7/35 [00:15<01:00, 2.15s/it]\n 23%|██▎ | 8/35 [00:17<01:02, 2.32s/it]\n 26%|██▌ | 9/35 [00:19<00:55, 2.12s/it]\n 29%|██▊ | 10/35 [00:20<00:43, 1.75s/it]\n 31%|███▏ | 11/35 [00:22<00:44, 1.87s/it]\n 34%|███▍ | 12/35 [00:23<00:38, 1.67s/it]\n 37%|███▋ | 13/35 [00:25<00:38, 1.73s/it]\n 40%|████ | 14/35 [00:27<00:39, 1.89s/it]\n 43%|████▎ | 15/35 [00:29<00:37, 1.90s/it]\n 46%|████▌ | 16/35 [00:32<00:41, 2.19s/it]\n 49%|████▊ | 17/35 [00:34<00:36, 2.03s/it]\n 51%|█████▏ | 18/35 [00:35<00:30, 1.78s/it]\n 54%|█████▍ | 19/35 [00:38<00:32, 2.01s/it]\n10829 0.2987 0.0185 0.0013 : 54%|█████▍ | 19/35 [00:40<00:32, 2.01s/it]\n10829 0.2987 0.0185 0.0013 : 57%|█████▋ | 20/35 [00:40<00:33, 2.21s/it]\n10829 0.2987 0.0185 0.0013 : 60%|██████ | 21/35 [00:43<00:32, 2.35s/it]\n10829 0.2987 0.0185 0.0013 : 63%|██████▎ | 22/35 [00:45<00:27, 2.11s/it]\n10829 0.2987 0.0185 0.0013 : 66%|██████▌ | 23/35 [00:47<00:27, 2.28s/it]\n10829 0.2987 0.0185 0.0013 : 69%|██████▊ | 24/35 [00:49<00:22, 2.06s/it]\n10829 0.2987 0.0185 0.0013 : 71%|███████▏ | 25/35 [00:51<00:21, 2.12s/it]\n10829 0.2987 0.0185 0.0013 : 74%|███████▍ | 26/35 [00:53<00:18, 2.00s/it]\n10829 0.2987 0.0185 0.0013 : 77%|███████▋ | 27/35 [00:55<00:17, 2.20s/it]\n10829 0.2987 0.0185 0.0013 : 80%|████████ | 28/35 [00:57<00:14, 2.10s/it]\n10829 0.2987 0.0185 0.0013 : 83%|████████▎ | 29/35 [00:59<00:12, 2.05s/it]\n10829 0.2987 0.0185 0.0013 : 86%|████████▌ | 30/35 [01:01<00:09, 1.90s/it]\n10829 0.2987 0.0185 0.0013 : 89%|████████▊ | 31/35 [01:03<00:08, 2.14s/it]\n10829 0.2987 0.0185 0.0013 : 91%|█████████▏| 32/35 [01:05<00:06, 2.06s/it]\n10829 0.2987 0.0185 0.0013 : 94%|█████████▍| 33/35 [01:07<00:03, 1.80s/it]\n10829 0.2987 0.0185 0.0013 : 97%|█████████▋| 34/35 [01:07<00:01, 1.52s/it]\n10829 0.2987 0.0185 0.0013 : 100%|██████████| 35/35 [01:10<00:00, 1.75s/it]\n10829 0.2987 0.0185 0.0013 : 100%|██████████| 35/35 [01:10<00:00, 2.01s/it]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 7\n epoch_size: 35\n batches_per_epoch: 35\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/35 [00:00<?, ?it/s]\n 3%|▎ | 1/35 [00:01<00:51, 1.51s/it]\n 6%|▌ | 2/35 [00:02<00:43, 1.33s/it]\n 9%|▊ | 3/35 [00:03<00:36, 1.14s/it]\n 11%|█▏ | 4/35 [00:06<00:56, 1.81s/it]\n 14%|█▍ | 5/35 [00:09<01:07, 2.23s/it]\n 17%|█▋ | 6/35 [00:10<00:57, 1.98s/it]\n 20%|██ | 7/35 [00:12<00:48, 1.73s/it]\n 23%|██▎ | 8/35 [00:14<00:47, 1.77s/it]\n 26%|██▌ | 9/35 [00:15<00:44, 1.69s/it]\n 29%|██▊ | 10/35 [00:17<00:41, 1.64s/it]\n 31%|███▏ | 11/35 [00:18<00:37, 1.55s/it]\n 34%|███▍ | 12/35 [00:21<00:44, 1.95s/it]\n 37%|███▋ | 13/35 [00:22<00:40, 1.86s/it]\n 40%|████ | 14/35 [00:24<00:37, 1.80s/it]\n 43%|████▎ | 15/35 [00:26<00:34, 1.73s/it]\n 46%|████▌ | 16/35 [00:29<00:39, 2.10s/it]\n 49%|████▊ | 17/35 [00:30<00:32, 1.83s/it]\n 51%|█████▏ | 18/35 [00:31<00:29, 1.74s/it]\n 54%|█████▍ | 19/35 [00:35<00:34, 2.19s/it]\n10864 0.2865 0.0207 0.0017 : 54%|█████▍ | 19/35 [00:36<00:34, 2.19s/it]\n10864 0.2865 0.0207 0.0017 : 57%|█████▋ | 20/35 [00:36<00:31, 2.09s/it]\n10864 0.2865 0.0207 0.0017 : 60%|██████ | 21/35 [00:38<00:28, 2.03s/it]\n10864 0.2865 0.0207 0.0017 : 63%|██████▎ | 22/35 [00:40<00:23, 1.78s/it]\n10864 0.2865 0.0207 0.0017 : 66%|██████▌ | 23/35 [00:42<00:25, 2.10s/it]\n10864 0.2865 0.0207 0.0017 : 69%|██████▊ | 24/35 [00:45<00:25, 2.28s/it]\n10864 0.2865 0.0207 0.0017 : 71%|███████▏ | 25/35 [00:46<00:18, 1.87s/it]\n10864 0.2865 0.0207 0.0017 : 74%|███████▍ | 26/35 [00:48<00:17, 1.95s/it]\n10864 0.2865 0.0207 0.0017 : 77%|███████▋ | 27/35 [00:50<00:15, 1.88s/it]\n10864 0.2865 0.0207 0.0017 : 80%|████████ | 28/35 [00:51<00:12, 1.82s/it]\n10864 0.2865 0.0207 0.0017 : 83%|████████▎ | 29/35 [00:53<00:10, 1.83s/it]\n10864 0.2865 0.0207 0.0017 : 86%|████████▌ | 30/35 [00:55<00:09, 1.90s/it]\n10864 0.2865 0.0207 0.0017 : 89%|████████▊ | 31/35 [00:57<00:07, 1.78s/it]\n10864 0.2865 0.0207 0.0017 : 91%|█████████▏| 32/35 [00:58<00:04, 1.65s/it]\n10864 0.2865 0.0207 0.0017 : 94%|█████████▍| 33/35 [01:01<00:04, 2.01s/it]\n10864 0.2865 0.0207 0.0017 : 97%|█████████▋| 34/35 [01:02<00:01, 1.77s/it]\n10864 0.2865 0.0207 0.0017 : 100%|██████████| 35/35 [01:05<00:00, 1.93s/it]\n10864 0.2865 0.0207 0.0017 : 100%|██████████| 35/35 [01:05<00:00, 1.86s/it]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 8\n epoch_size: 35\n batches_per_epoch: 35\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/35 [00:00<?, ?it/s]\n 3%|▎ | 1/35 [00:02<01:17, 2.28s/it]\n 6%|▌ | 2/35 [00:04<01:07, 2.04s/it]\n 9%|▊ | 3/35 [00:07<01:18, 2.46s/it]\n 11%|█▏ | 4/35 [00:10<01:22, 2.68s/it]\n 14%|█▍ | 5/35 [00:12<01:20, 2.68s/it]\n 17%|█▋ | 6/35 [00:14<01:06, 2.29s/it]\n 20%|██ | 7/35 [00:16<01:00, 2.17s/it]\n 23%|██▎ | 8/35 [00:18<00:57, 2.12s/it]\n 26%|██▌ | 9/35 [00:19<00:44, 1.73s/it]\n 29%|██▊ | 10/35 [00:20<00:42, 1.69s/it]\n 31%|███▏ | 11/35 [00:22<00:41, 1.74s/it]\n 34%|███▍ | 12/35 [00:25<00:45, 1.99s/it]\n 37%|███▋ | 13/35 [00:28<00:50, 2.29s/it]\n 40%|████ | 14/35 [00:29<00:45, 2.16s/it]\n 43%|████▎ | 15/35 [00:32<00:47, 2.37s/it]\n 46%|████▌ | 16/35 [00:35<00:48, 2.55s/it]\n 49%|████▊ | 17/35 [00:37<00:41, 2.30s/it]\n 51%|█████▏ | 18/35 [00:40<00:41, 2.42s/it]\n 54%|█████▍ | 19/35 [00:42<00:38, 2.38s/it]\n10899 0.2900 0.0202 0.0019 : 54%|█████▍ | 19/35 [00:44<00:38, 2.38s/it]\n10899 0.2900 0.0202 0.0019 : 57%|█████▋ | 20/35 [00:44<00:31, 2.13s/it]\n10899 0.2900 0.0202 0.0019 : 60%|██████ | 21/35 [00:47<00:33, 2.39s/it]\n10899 0.2900 0.0202 0.0019 : 63%|██████▎ | 22/35 [00:48<00:26, 2.03s/it]\n10899 0.2900 0.0202 0.0019 : 66%|██████▌ | 23/35 [00:51<00:27, 2.28s/it]\n10899 0.2900 0.0202 0.0019 : 69%|██████▊ | 24/35 [00:52<00:21, 1.99s/it]\n10899 0.2900 0.0202 0.0019 : 71%|███████▏ | 25/35 [00:55<00:22, 2.20s/it]\n10899 0.2900 0.0202 0.0019 : 74%|███████▍ | 26/35 [00:57<00:18, 2.11s/it]\n10899 0.2900 0.0202 0.0019 : 77%|███████▋ | 27/35 [01:00<00:19, 2.44s/it]\n10899 0.2900 0.0202 0.0019 : 80%|████████ | 28/35 [01:01<00:15, 2.23s/it]\n10899 0.2900 0.0202 0.0019 : 83%|████████▎ | 29/35 [01:03<00:12, 2.08s/it]\n10899 0.2900 0.0202 0.0019 : 86%|████████▌ | 30/35 [01:05<00:10, 2.01s/it]\n10899 0.2900 0.0202 0.0019 : 89%|████████▊ | 31/35 [01:08<00:09, 2.27s/it]\n10899 0.2900 0.0202 0.0019 : 91%|█████████▏| 32/35 [01:11<00:07, 2.48s/it]\n10899 0.2900 0.0202 0.0019 : 94%|█████████▍| 33/35 [01:13<00:04, 2.40s/it]\n10899 0.2900 0.0202 0.0019 : 97%|█████████▋| 34/35 [01:16<00:02, 2.49s/it]\n10899 0.2900 0.0202 0.0019 : 100%|██████████| 35/35 [01:18<00:00, 2.31s/it]\n10899 0.2900 0.0202 0.0019 : 100%|██████████| 35/35 [01:18<00:00, 2.23s/it]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 9\n epoch_size: 35\n batches_per_epoch: 35\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/35 [00:00<?, ?it/s]\n 3%|▎ | 1/35 [00:01<00:44, 1.31s/it]\n 6%|▌ | 2/35 [00:04<01:15, 2.30s/it]\n 9%|▊ | 3/35 [00:06<01:16, 2.39s/it]\n 11%|█▏ | 4/35 [00:08<01:03, 2.06s/it]\n 14%|█▍ | 5/35 [00:10<01:03, 2.12s/it]\n 17%|█▋ | 6/35 [00:11<00:52, 1.80s/it]\n 20%|██ | 7/35 [00:13<00:51, 1.83s/it]\n 23%|██▎ | 8/35 [00:16<00:58, 2.16s/it]\n 26%|██▌ | 9/35 [00:17<00:48, 1.86s/it]\n 29%|██▊ | 10/35 [00:20<00:50, 2.03s/it]\n 31%|███▏ | 11/35 [00:22<00:49, 2.07s/it]\n 34%|███▍ | 12/35 [00:23<00:41, 1.80s/it]\n 37%|███▋ | 13/35 [00:25<00:37, 1.72s/it]\n 40%|████ | 14/35 [00:25<00:31, 1.48s/it]\n 43%|████▎ | 15/35 [00:28<00:33, 1.68s/it]\n 46%|████▌ | 16/35 [00:29<00:33, 1.74s/it]\n 49%|████▊ | 17/35 [00:31<00:28, 1.57s/it]\n 51%|█████▏ | 18/35 [00:32<00:26, 1.55s/it]\n 54%|█████▍ | 19/35 [00:35<00:31, 1.98s/it]\n10934 0.3043 0.0202 0.0016 : 54%|█████▍ | 19/35 [00:37<00:31, 1.98s/it]\n10934 0.3043 0.0202 0.0016 : 57%|█████▋ | 20/35 [00:37<00:30, 2.02s/it]\n10934 0.3043 0.0202 0.0016 : 60%|██████ | 21/35 [00:38<00:23, 1.68s/it]\n10934 0.3043 0.0202 0.0016 : 63%|██████▎ | 22/35 [00:41<00:24, 1.90s/it]\n10934 0.3043 0.0202 0.0016 : 66%|██████▌ | 23/35 [00:43<00:23, 1.97s/it]\n10934 0.3043 0.0202 0.0016 : 69%|██████▊ | 24/35 [00:46<00:25, 2.34s/it]\n10934 0.3043 0.0202 0.0016 : 71%|███████▏ | 25/35 [00:49<00:24, 2.50s/it]\n10934 0.3043 0.0202 0.0016 : 74%|███████▍ | 26/35 [00:52<00:23, 2.64s/it]\n10934 0.3043 0.0202 0.0016 : 77%|███████▋ | 27/35 [00:53<00:16, 2.11s/it]\n10934 0.3043 0.0202 0.0016 : 80%|████████ | 28/35 [00:54<00:14, 2.05s/it]\n10934 0.3043 0.0202 0.0016 : 83%|████████▎ | 29/35 [00:57<00:13, 2.19s/it]\n10934 0.3043 0.0202 0.0016 : 86%|████████▌ | 30/35 [01:00<00:12, 2.42s/it]\n10934 0.3043 0.0202 0.0016 : 89%|████████▊ | 31/35 [01:02<00:09, 2.46s/it]\n10934 0.3043 0.0202 0.0016 : 91%|█████████▏| 32/35 [01:04<00:06, 2.24s/it]\n10934 0.3043 0.0202 0.0016 : 94%|█████████▍| 33/35 [01:06<00:04, 2.14s/it]\n10934 0.3043 0.0202 0.0016 : 97%|█████████▋| 34/35 [01:08<00:02, 2.01s/it]\n10934 0.3043 0.0202 0.0016 : 100%|██████████| 35/35 [01:11<00:00, 2.37s/it]\n10934 0.3043 0.0202 0.0016 : 100%|██████████| 35/35 [01:11<00:00, 2.04s/it]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 10\n epoch_size: 35\n batches_per_epoch: 35\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/35 [00:00<?, ?it/s]\n 3%|▎ | 1/35 [00:02<01:39, 2.93s/it]\n 6%|▌ | 2/35 [00:04<01:19, 2.41s/it]\n 9%|▊ | 3/35 [00:07<01:23, 2.61s/it]\n 11%|█▏ | 4/35 [00:10<01:25, 2.75s/it]\n 14%|█▍ | 5/35 [00:13<01:24, 2.83s/it]\n 17%|█▋ | 6/35 [00:15<01:12, 2.50s/it]\n 20%|██ | 7/35 [00:17<01:01, 2.20s/it]\n 23%|██▎ | 8/35 [00:19<00:56, 2.10s/it]\n 26%|██▌ | 9/35 [00:20<00:51, 1.98s/it]\n 29%|██▊ | 10/35 [00:22<00:45, 1.83s/it]\n 31%|███▏ | 11/35 [00:23<00:37, 1.55s/it]\n 34%|███▍ | 12/35 [00:24<00:35, 1.55s/it]\n 37%|███▋ | 13/35 [00:27<00:42, 1.94s/it]\n 40%|████ | 14/35 [00:30<00:47, 2.25s/it]\n 43%|████▎ | 15/35 [00:32<00:40, 2.04s/it]\n 46%|████▌ | 16/35 [00:35<00:44, 2.32s/it]\n 49%|████▊ | 17/35 [00:37<00:41, 2.32s/it]\n 51%|█████▏ | 18/35 [00:39<00:37, 2.18s/it]\n 54%|█████▍ | 19/35 [00:42<00:40, 2.50s/it]\n10969 0.2907 0.0206 0.0017 : 54%|█████▍ | 19/35 [00:44<00:40, 2.50s/it]\n10969 0.2907 0.0206 0.0017 : 57%|█████▋ | 20/35 [00:44<00:35, 2.35s/it]\n10969 0.2907 0.0206 0.0017 : 60%|██████ | 21/35 [00:46<00:32, 2.30s/it]\n10969 0.2907 0.0206 0.0017 : 63%|██████▎ | 22/35 [00:49<00:30, 2.36s/it]\n10969 0.2907 0.0206 0.0017 : 66%|██████▌ | 23/35 [00:51<00:27, 2.30s/it]\n10969 0.2907 0.0206 0.0017 : 69%|██████▊ | 24/35 [00:52<00:21, 1.97s/it]\n10969 0.2907 0.0206 0.0017 : 71%|███████▏ | 25/35 [00:54<00:18, 1.90s/it]\n10969 0.2907 0.0206 0.0017 : 74%|███████▍ | 26/35 [00:56<00:17, 1.96s/it]\n10969 0.2907 0.0206 0.0017 : 77%|███████▋ | 27/35 [00:58<00:15, 1.88s/it]\n10969 0.2907 0.0206 0.0017 : 80%|████████ | 28/35 [00:59<00:13, 1.87s/it]\n10969 0.2907 0.0206 0.0017 : 83%|████████▎ | 29/35 [01:01<00:10, 1.77s/it]\n10969 0.2907 0.0206 0.0017 : 86%|████████▌ | 30/35 [01:03<00:09, 1.80s/it]\n10969 0.2907 0.0206 0.0017 : 89%|████████▊ | 31/35 [01:06<00:08, 2.12s/it]\n10969 0.2907 0.0206 0.0017 : 91%|█████████▏| 32/35 [01:09<00:07, 2.39s/it]\n10969 0.2907 0.0206 0.0017 : 94%|█████████▍| 33/35 [01:10<00:03, 1.93s/it]\n10969 0.2907 0.0206 0.0017 : 97%|█████████▋| 34/35 [01:10<00:01, 1.62s/it]\n10969 0.2907 0.0206 0.0017 : 100%|██████████| 35/35 [01:11<00:00, 1.39s/it]\n10969 0.2907 0.0206 0.0017 : 100%|██████████| 35/35 [01:11<00:00, 2.05s/it]\nic| \"Training epoch: \": 'Training epoch: '\n epoch_id: 11\n epoch_size: 35\n batches_per_epoch: 35\n batch_size: 1\n optim_type: 'image'\n\n 0%| | 0/35 [00:00<?, ?it/s]\n 3%|▎ | 1/35 [00:02<01:11, 2.10s/it]\n 6%|▌ | 2/35 [00:03<00:57, 1.75s/it]\n 9%|▊ | 3/35 [00:05<00:57, 1.81s/it]\n 11%|█▏ | 4/35 [00:07<00:52, 1.70s/it]\n 14%|█▍ | 5/35 [00:07<00:42, 1.42s/it]\n 17%|█▋ | 6/35 [00:10<00:49, 1.70s/it]\n 20%|██ | 7/35 [00:11<00:44, 1.58s/it]\n 23%|██▎ | 8/35 [00:13<00:50, 1.85s/it]\n 26%|██▌ | 9/35 [00:15<00:42, 1.65s/it]\n 29%|██▊ | 10/35 [00:16<00:41, 1.67s/it]\n 31%|███▏ | 11/35 [00:17<00:34, 1.43s/it]\n 34%|███▍ | 12/35 [00:19<00:32, 1.40s/it]\n 37%|███▋ | 13/35 [00:20<00:33, 1.55s/it]\n 40%|████ | 14/35 [00:23<00:36, 1.76s/it]\n 43%|████▎ | 15/35 [00:25<00:35, 1.80s/it]\n 46%|████▌ | 16/35 [00:26<00:32, 1.71s/it]\n 49%|████▊ | 17/35 [00:28<00:31, 1.76s/it]\n 51%|█████▏ | 18/35 [00:30<00:28, 1.69s/it]\n 54%|█████▍ | 19/35 [00:30<00:23, 1.46s/it]\n11004 0.2607 0.0210 0.0016 : 54%|█████▍ | 19/35 [00:33<00:23, 1.46s/it]\n11004 0.2607 0.0210 0.0016 : 57%|█████▋ | 20/35 [00:33<00:25, 1.70s/it]\n11004 0.2607 0.0210 0.0016 : 60%|██████ | 21/35 [00:35<00:27, 1.95s/it]\n11004 0.2607 0.0210 0.0016 : 63%|██████▎ | 22/35 [00:38<00:27, 2.11s/it]\n11004 0.2607 0.0210 0.0016 : 66%|██████▌ | 23/35 [00:40<00:24, 2.04s/it]\n11004 0.2607 0.0210 0.0016 : 69%|██████▊ | 24/35 [00:42<00:22, 2.08s/it]\n11004 0.2607 0.0210 0.0016 : 71%|███████▏ | 25/35 [00:43<00:19, 1.91s/it]\n11004 0.2607 0.0210 0.0016 : 74%|███████▍ | 26/35 [00:45<00:17, 1.98s/it]\n11004 0.2607 0.0210 0.0016 : 77%|███████▋ | 27/35 [00:48<00:16, 2.06s/it]\n11004 0.2607 0.0210 0.0016 : 80%|████████ | 28/35 [00:50<00:14, 2.02s/it]\n11004 0.2607 0.0210 0.0016 : 83%|████████▎ | 29/35 [00:51<00:11, 1.86s/it]\n11004 0.2607 0.0210 0.0016 : 86%|████████▌ | 30/35 [00:54<00:10, 2.03s/it]\n11004 0.2607 0.0210 0.0016 : 89%|████████▊ | 31/35 [00:57<00:09, 2.32s/it]\n11004 0.2607 0.0210 0.0016 : 91%|█████████▏| 32/35 [00:59<00:06, 2.22s/it]\n11004 0.2607 0.0210 0.0016 : 94%|█████████▍| 33/35 [01:01<00:04, 2.31s/it]\n11004 0.2607 0.0210 0.0016 : 97%|█████████▋| 34/35 [01:03<00:02, 2.09s/it]\n11004 0.2607 0.0210 0.0016 : 100%|██████████| 35/35 [01:05<00:00, 2.21s/it]\n11004 0.2607 0.0210 0.0016 : 100%|██████████| 35/35 [01:05<00:00, 1.87s/it]\nSetting up [LPIPS] perceptual loss: trunk [vgg], v[0.1], spatial [off]\nLoading model from: /root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/lpips/weights/v0.1/vgg.pth\nDetected LLFF dataset\nUsing pre-scaled images from /root/.cache/arf/data/llff/room/images_4\nLoaded LLFF data /root/.cache/arf/data/llff/room 10.706691140704915 91.66782174279389\nrecentered (3, 4)\n[1.7806027 6.0023217]\nOverriding offset 250-> 250\ndmin = 1.780603, dmax = 6.002322, invz = 0, offset = 250\n\n 0%| | 0/6 [00:00<?, ?it/s]\n 50%|█████ | 3/6 [00:00<00:00, 28.65it/s]\n100%|██████████| 6/6 [00:00<00:00, 30.90it/s]\n\n 0%| | 0/120 [00:00<?, ?it/s]\n100%|██████████| 120/120 [00:00<00:00, 71677.08it/s]\nz_bounds from LLFF: [1.7806026935577393, 6.002321720123291] (not used)\nscene_radius [1.496031746031746, 1.6613756613756614, 1.0]\nWriting to /root/.cache/arf/ckpt_arf/llff/room/80f5a27b-4005-4718-9bd6-3bbeeb39a878/test_renders_path\n\n 0%| | 0/120 [00:00<?, ?it/s]\n 1%| | 1/120 [00:00<01:09, 1.71it/s]\n 2%|▏ | 2/120 [00:01<01:04, 1.83it/s]\n 2%|▎ | 3/120 [00:01<01:03, 1.83it/s]\n 3%|▎ | 4/120 [00:02<01:03, 1.83it/s]\n 4%|▍ | 5/120 [00:02<01:03, 1.82it/s]\n 5%|▌ | 6/120 [00:03<01:02, 1.81it/s]\n 6%|▌ | 7/120 [00:03<01:02, 1.81it/s]\n 7%|▋ | 8/120 [00:04<01:01, 1.82it/s]\n 8%|▊ | 9/120 [00:04<01:00, 1.83it/s]\n 8%|▊ | 10/120 [00:05<00:59, 1.85it/s]\n 9%|▉ | 11/120 [00:05<00:57, 1.89it/s]\n 10%|█ | 12/120 [00:06<00:56, 1.92it/s]\n 11%|█ | 13/120 [00:06<00:54, 1.97it/s]\n 12%|█▏ | 14/120 [00:07<00:52, 2.01it/s]\n 12%|█▎ | 15/120 [00:07<00:51, 2.05it/s]\n 13%|█▎ | 16/120 [00:08<00:50, 2.08it/s]\n 14%|█▍ | 17/120 [00:08<00:49, 2.10it/s]\n 15%|█▌ | 18/120 [00:09<00:48, 2.11it/s]\n 16%|█▌ | 19/120 [00:09<00:48, 2.09it/s]\n 17%|█▋ | 20/120 [00:10<00:48, 2.06it/s]\n 18%|█▊ | 21/120 [00:10<00:49, 2.02it/s]\n 18%|█▊ | 22/120 [00:11<00:49, 1.97it/s]\n 19%|█▉ | 23/120 [00:11<00:50, 1.92it/s]\n 20%|██ | 24/120 [00:12<00:51, 1.88it/s]\n 21%|██ | 25/120 [00:13<00:51, 1.84it/s]\n 22%|██▏ | 26/120 [00:13<00:51, 1.81it/s]\n 22%|██▎ | 27/120 [00:14<00:51, 1.80it/s]\n 23%|██▎ | 28/120 [00:14<00:51, 1.79it/s]\n 24%|██▍ | 29/120 [00:15<00:50, 1.79it/s]\n 25%|██▌ | 30/120 [00:15<00:49, 1.80it/s]\n 26%|██▌ | 31/120 [00:16<00:48, 1.83it/s]\n 27%|██▋ | 32/120 [00:16<00:48, 1.83it/s]\n 28%|██▊ | 33/120 [00:17<00:47, 1.82it/s]\n 28%|██▊ | 34/120 [00:18<00:47, 1.80it/s]\n 29%|██▉ | 35/120 [00:18<00:47, 1.79it/s]\n 30%|███ | 36/120 [00:19<00:47, 1.78it/s]\n 31%|███ | 37/120 [00:19<00:46, 1.79it/s]\n 32%|███▏ | 38/120 [00:20<00:45, 1.79it/s]\n 32%|███▎ | 39/120 [00:20<00:44, 1.81it/s]\n 33%|███▎ | 40/120 [00:21<00:43, 1.84it/s]\n 34%|███▍ | 41/120 [00:21<00:42, 1.87it/s]\n 35%|███▌ | 42/120 [00:22<00:40, 1.92it/s]\n 36%|███▌ | 43/120 [00:22<00:39, 1.96it/s]\n 37%|███▋ | 44/120 [00:23<00:37, 2.01it/s]\n 38%|███▊ | 45/120 [00:23<00:36, 2.05it/s]\n 38%|███▊ | 46/120 [00:24<00:35, 2.07it/s]\n 39%|███▉ | 47/120 [00:24<00:34, 2.10it/s]\n 40%|████ | 48/120 [00:25<00:34, 2.10it/s]\n 41%|████ | 49/120 [00:25<00:33, 2.09it/s]\n 42%|████▏ | 50/120 [00:26<00:33, 2.06it/s]\n 42%|████▎ | 51/120 [00:26<00:34, 2.02it/s]\n 43%|████▎ | 52/120 [00:27<00:34, 1.97it/s]\n 44%|████▍ | 53/120 [00:27<00:34, 1.93it/s]\n 45%|████▌ | 54/120 [00:28<00:35, 1.88it/s]\n 46%|████▌ | 55/120 [00:28<00:35, 1.84it/s]\n 47%|████▋ | 56/120 [00:29<00:35, 1.81it/s]\n 48%|████▊ | 57/120 [00:30<00:35, 1.78it/s]\n 48%|████▊ | 58/120 [00:30<00:35, 1.77it/s]\n 49%|████▉ | 59/120 [00:31<00:34, 1.77it/s]\n 50%|█████ | 60/120 [00:31<00:33, 1.78it/s]\n 51%|█████ | 61/120 [00:32<00:32, 1.82it/s]\n 52%|█████▏ | 62/120 [00:32<00:31, 1.81it/s]\n 52%|█████▎ | 63/120 [00:33<00:31, 1.80it/s]\n 53%|█████▎ | 64/120 [00:33<00:31, 1.78it/s]\n 54%|█████▍ | 65/120 [00:34<00:31, 1.76it/s]\n 55%|█████▌ | 66/120 [00:35<00:30, 1.75it/s]\n 56%|█████▌ | 67/120 [00:35<00:30, 1.75it/s]\n 57%|█████▋ | 68/120 [00:36<00:29, 1.75it/s]\n 57%|█████▊ | 69/120 [00:36<00:28, 1.76it/s]\n 58%|█████▊ | 70/120 [00:37<00:28, 1.78it/s]\n 59%|█████▉ | 71/120 [00:37<00:27, 1.81it/s]\n 60%|██████ | 72/120 [00:38<00:25, 1.85it/s]\n 61%|██████ | 73/120 [00:38<00:24, 1.89it/s]\n 62%|██████▏ | 74/120 [00:39<00:23, 1.93it/s]\n 62%|██████▎ | 75/120 [00:39<00:22, 1.97it/s]\n 63%|██████▎ | 76/120 [00:40<00:22, 2.00it/s]\n 64%|██████▍ | 77/120 [00:40<00:21, 2.02it/s]\n 65%|██████▌ | 78/120 [00:41<00:20, 2.03it/s]\n 66%|██████▌ | 79/120 [00:41<00:20, 2.02it/s]\n 67%|██████▋ | 80/120 [00:42<00:20, 2.00it/s]\n 68%|██████▊ | 81/120 [00:42<00:19, 1.96it/s]\n 68%|██████▊ | 82/120 [00:43<00:19, 1.92it/s]\n 69%|██████▉ | 83/120 [00:43<00:19, 1.88it/s]\n 70%|███████ | 84/120 [00:44<00:19, 1.84it/s]\n 71%|███████ | 85/120 [00:45<00:19, 1.80it/s]\n 72%|███████▏ | 86/120 [00:45<00:19, 1.78it/s]\n 72%|███████▎ | 87/120 [00:46<00:18, 1.76it/s]\n 73%|███████▎ | 88/120 [00:46<00:18, 1.75it/s]\n 74%|███████▍ | 89/120 [00:47<00:17, 1.76it/s]\n 75%|███████▌ | 90/120 [00:47<00:16, 1.77it/s]\n 76%|███████▌ | 91/120 [00:48<00:16, 1.78it/s]\n 77%|███████▋ | 92/120 [00:49<00:15, 1.79it/s]\n 78%|███████▊ | 93/120 [00:49<00:15, 1.80it/s]\n 78%|███████▊ | 94/120 [00:50<00:14, 1.79it/s]\n 79%|███████▉ | 95/120 [00:50<00:13, 1.79it/s]\n 80%|████████ | 96/120 [00:51<00:13, 1.79it/s]\n 81%|████████ | 97/120 [00:51<00:12, 1.80it/s]\n 82%|████████▏ | 98/120 [00:52<00:12, 1.81it/s]\n 82%|████████▎ | 99/120 [00:52<00:11, 1.84it/s]\n 83%|████████▎ | 100/120 [00:53<00:10, 1.86it/s]\n 84%|████████▍ | 101/120 [00:53<00:09, 1.91it/s]\n 85%|████████▌ | 102/120 [00:54<00:09, 1.95it/s]\n 86%|████████▌ | 103/120 [00:54<00:08, 2.00it/s]\n 87%|████████▋ | 104/120 [00:55<00:07, 2.05it/s]\n 88%|████████▊ | 105/120 [00:55<00:07, 2.10it/s]\n 88%|████████▊ | 106/120 [00:56<00:06, 2.13it/s]\n 89%|████████▉ | 107/120 [00:56<00:06, 2.15it/s]\n 90%|█████████ | 108/120 [00:57<00:05, 2.15it/s]\n 91%|█████████ | 109/120 [00:57<00:05, 2.15it/s]\n 92%|█████████▏| 110/120 [00:58<00:04, 2.13it/s]\n 92%|█████████▎| 111/120 [00:58<00:04, 2.09it/s]\n 93%|█████████▎| 112/120 [00:59<00:03, 2.04it/s]\n 94%|█████████▍| 113/120 [00:59<00:03, 2.00it/s]\n 95%|█████████▌| 114/120 [01:00<00:03, 1.95it/s]\n 96%|█████████▌| 115/120 [01:00<00:02, 1.91it/s]\n 97%|█████████▋| 116/120 [01:01<00:02, 1.88it/s]\n 98%|█████████▊| 117/120 [01:01<00:01, 1.85it/s]\n 98%|█████████▊| 118/120 [01:02<00:01, 1.84it/s]\n 99%|█████████▉| 119/120 [01:02<00:00, 1.84it/s]\n100%|██████████| 120/120 [01:03<00:00, 1.84it/s]\n100%|██████████| 120/120 [01:03<00:00, 1.89it/s]\nIMAGEIO FFMPEG_WRITER WARNING: input image is not divisible by macro_block_size=8, resizing from (1008, 756) to (1008, 760) to ensure video compatibility with most codecs and players. To prevent resizing, make your input image divisible by the macro_block_size or set the macro_block_size to 1 (risking incompatibility).", "metrics": { "predict_time": 1034.115792, "total_time": 1034.463041 }, "output": "https://replicate.delivery/mgxm/6e852189-87aa-44df-92a8-275be7e17148/test_renders_path.mp4", "started_at": "2022-06-24T05:34:27.310746Z", "status": "succeeded", "urls": { "get": "https://api.replicate.com/v1/predictions/2wdxxvwgcnbipeebxbhfzr4te4", "cancel": "https://api.replicate.com/v1/predictions/2wdxxvwgcnbipeebxbhfzr4te4/cancel" }, "version": "7bb81e4046b96358001e6275e36eee3e7228fe9f1a0e1515a5f553cbbcad07e7" }Generated inDownloading checkpoint for room Detected LLFF dataset Using pre-scaled images from /root/.cache/arf/data/llff/room/images_4 Loaded LLFF data /root/.cache/arf/data/llff/room 10.706691140704915 91.66782174279389 recentered (3, 4) [1.7806027 6.0023217] Overriding offset 250-> 250 dmin = 1.780603, dmax = 6.002322, invz = 0, offset = 250 0%| | 0/35 [00:00<?, ?it/s] 9%|▊ | 3/35 [00:00<00:01, 24.66it/s] 20%|██ | 7/35 [00:00<00:00, 30.02it/s] 31%|███▏ | 11/35 [00:00<00:00, 31.50it/s] 43%|████▎ | 15/35 [00:00<00:00, 31.63it/s] 54%|█████▍ | 19/35 [00:00<00:00, 32.74it/s] 66%|██████▌ | 23/35 [00:00<00:00, 33.27it/s] 77%|███████▋ | 27/35 [00:00<00:00, 32.79it/s] 89%|████████▊ | 31/35 [00:00<00:00, 33.18it/s] 100%|██████████| 35/35 [00:01<00:00, 33.71it/s] 100%|██████████| 35/35 [00:01<00:00, 32.56it/s] z_bounds from LLFF: [1.7806026935577393, 6.002321720123291] (not used) scene_radius [1.496031746031746, 1.6613756613756614, 1.0] Generating rays, scaling factor 1 ic| "Loaded ckpt: ": 'Loaded ckpt: ' args.init_ckpt: '/root/.cache/arf/ckpt_svox2/llff/room/ckpt.npz' ic| grid.basis_dim: 1 opt_style.py:508: DeprecationWarning: Starting with ImageIO v3 the behavior of this function will switch to that of iio.v3.imread. To keep the current behavior (and make this warning dissapear) use `import imageio.v2 as imageio` or call `imageio.v2.imread` directly. style_img = imageio.imread(args.style).astype(np.float32) / 255.0 Render options RenderOptions(backend='cuvol', background_brightness=0.5, step_size=0.5, sigma_thresh=1e-08, stop_thresh=1e-07, last_sample_opaque=False, near_clip=0.0, use_spheric_clip=False, random_sigma_std=0.0, random_sigma_std_background=0.0) ic| "Style image: ": 'Style image: ' args.style: '/tmp/tmpb6u9aqcp941d4f18-97f8-4bdf-a0e6-bec0acd53301.png' style_img.shape: torch.Size([504, 420, 3]) ic| "Training epoch: ": 'Training epoch: ' epoch_id: 0 epoch_size: 26671680 batches_per_epoch: 5335 batch_size: 5000 optim_type: 'ray' 0%| | 0/5335 [00:00<?, ?it/s] 0%| | 3/5335 [00:00<03:09, 28.14it/s] 0%| | 6/5335 [00:00<03:15, 27.26it/s] 0%| | 12/5335 [00:00<02:19, 38.12it/s] 0%| | 18/5335 [00:00<02:02, 43.29it/s] 19 12.6034 : 0%| | 18/5335 [00:00<02:02, 43.29it/s] 19 12.6034 : 0%| | 24/5335 [00:00<01:53, 46.89it/s] 19 12.6034 : 1%| | 30/5335 [00:00<01:45, 50.11it/s] 19 12.6034 : 1%| | 37/5335 [00:00<01:38, 53.67it/s] 39 14.0885 : 1%| | 37/5335 [00:00<01:38, 53.67it/s] 39 14.0885 : 1%| | 45/5335 [00:00<01:29, 59.27it/s] 39 14.0885 : 1%| | 54/5335 [00:01<01:19, 66.03it/s] 59 17.0749 : 1%| | 54/5335 [00:01<01:19, 66.03it/s] 59 17.0749 : 1%| | 63/5335 [00:01<01:13, 71.96it/s] 59 17.0749 : 1%|▏ | 72/5335 [00:01<01:09, 75.99it/s] 79 15.8040 : 1%|▏ | 72/5335 [00:01<01:09, 75.99it/s] 79 15.8040 : 2%|▏ | 81/5335 [00:01<01:06, 78.51it/s] 79 15.8040 : 2%|▏ | 90/5335 [00:01<01:05, 80.42it/s] 79 15.8040 : 2%|▏ | 99/5335 [00:01<01:03, 81.86it/s] 99 14.9307 : 2%|▏ | 99/5335 [00:01<01:03, 81.86it/s] 99 14.9307 : 2%|▏ | 108/5335 [00:01<01:02, 83.04it/s] 99 14.9307 : 2%|▏ | 117/5335 [00:01<01:03, 82.03it/s] 119 13.6552 : 2%|▏ | 117/5335 [00:01<01:03, 82.03it/s] 119 13.6552 : 2%|▏ | 126/5335 [00:01<01:06, 78.47it/s] 119 13.6552 : 3%|▎ | 134/5335 [00:02<01:10, 73.91it/s] 139 14.1034 : 3%|▎ | 134/5335 [00:02<01:10, 73.91it/s] 139 14.1034 : 3%|▎ | 142/5335 [00:02<01:15, 69.18it/s] 139 14.1034 : 3%|▎ | 150/5335 [00:02<01:18, 66.30it/s] 139 14.1034 : 3%|▎ | 157/5335 [00:02<01:17, 66.55it/s] 159 13.3448 : 3%|▎ | 157/5335 [00:02<01:17, 66.55it/s] 159 13.3448 : 3%|▎ | 164/5335 [00:02<01:17, 66.53it/s] 159 13.3448 : 3%|▎ | 171/5335 [00:02<01:17, 66.48it/s] 159 13.3448 : 3%|▎ | 179/5335 [00:02<01:15, 68.06it/s] 179 15.6735 : 3%|▎ | 179/5335 [00:02<01:15, 68.06it/s] 179 15.6735 : 4%|▎ | 187/5335 [00:02<01:13, 69.81it/s] 179 15.6735 : 4%|▎ | 196/5335 [00:02<01:09, 74.47it/s] 199 19.1180 : 4%|▎ | 196/5335 [00:02<01:09, 74.47it/s] 199 19.1180 : 4%|▍ | 206/5335 [00:03<01:03, 81.38it/s] 199 19.1180 : 4%|▍ | 217/5335 [00:03<00:57, 88.59it/s] 219 21.4913 : 4%|▍ | 217/5335 [00:03<00:57, 88.59it/s] 219 21.4913 : 4%|▍ | 228/5335 [00:03<00:54, 93.17it/s] 219 21.4913 : 4%|▍ | 239/5335 [00:03<00:52, 96.84it/s] 239 19.7939 : 4%|▍ | 239/5335 [00:03<00:52, 96.84it/s] 239 19.7939 : 5%|▍ | 249/5335 [00:03<00:52, 97.44it/s] 259 17.1066 : 5%|▍ | 249/5335 [00:03<00:52, 97.44it/s] 259 17.1066 : 5%|▍ | 260/5335 [00:03<00:51, 99.17it/s] 259 17.1066 : 5%|▌ | 270/5335 [00:03<00:51, 99.13it/s] 279 17.3089 : 5%|▌ | 270/5335 [00:03<00:51, 99.13it/s] 279 17.3089 : 5%|▌ | 280/5335 [00:03<00:53, 94.45it/s] 279 17.3089 : 5%|▌ | 290/5335 [00:03<00:57, 88.41it/s] 279 17.3089 : 6%|▌ | 299/5335 [00:04<01:00, 83.71it/s] 299 18.1470 : 6%|▌ | 299/5335 [00:04<01:00, 83.71it/s] 299 18.1470 : 6%|▌ | 308/5335 [00:04<01:03, 79.40it/s] 299 18.1470 : 6%|▌ | 317/5335 [00:04<01:09, 72.18it/s] 319 16.3466 : 6%|▌ | 317/5335 [00:04<01:09, 72.18it/s] 319 16.3466 : 6%|▌ | 325/5335 [00:04<01:12, 68.85it/s] 319 16.3466 : 6%|▌ | 333/5335 [00:04<01:13, 67.81it/s] 339 18.1447 : 6%|▌ | 333/5335 [00:04<01:13, 67.81it/s] 339 18.1447 : 6%|▋ | 340/5335 [00:04<01:13, 67.70it/s] 339 18.1447 : 7%|▋ | 349/5335 [00:04<01:09, 71.80it/s] 339 18.1447 : 7%|▋ | 359/5335 [00:04<01:03, 78.33it/s] 359 22.7951 : 7%|▋ | 359/5335 [00:04<01:03, 78.33it/s] 359 22.7951 : 7%|▋ | 370/5335 [00:04<00:58, 85.13it/s] 379 21.1376 : 7%|▋ | 370/5335 [00:05<00:58, 85.13it/s] 379 21.1376 : 7%|▋ | 380/5335 [00:05<00:55, 89.07it/s] 379 21.1376 : 7%|▋ | 390/5335 [00:05<00:54, 91.48it/s] 399 22.9419 : 7%|▋ | 390/5335 [00:05<00:54, 91.48it/s] 399 22.9419 : 7%|▋ | 400/5335 [00:05<00:53, 93.07it/s] 399 22.9419 : 8%|▊ | 411/5335 [00:05<00:51, 95.51it/s] 419 18.3182 : 8%|▊ | 411/5335 [00:05<00:51, 95.51it/s] 419 18.3182 : 8%|▊ | 421/5335 [00:05<00:51, 94.84it/s] 419 18.3182 : 8%|▊ | 431/5335 [00:05<00:54, 90.39it/s] 439 20.5807 : 8%|▊ | 431/5335 [00:05<00:54, 90.39it/s] 439 20.5807 : 8%|▊ | 441/5335 [00:05<00:58, 84.15it/s] 439 20.5807 : 8%|▊ | 450/5335 [00:05<01:01, 79.66it/s] 439 20.5807 : 9%|▊ | 459/5335 [00:06<01:04, 75.23it/s] 459 14.3792 : 9%|▊ | 459/5335 [00:06<01:04, 75.23it/s] 459 14.3792 : 9%|▉ | 467/5335 [00:06<01:15, 64.38it/s] 459 14.3792 : 9%|▉ | 474/5335 [00:06<01:22, 58.99it/s] 479 19.2272 : 9%|▉ | 474/5335 [00:06<01:22, 58.99it/s] 479 19.2272 : 9%|▉ | 481/5335 [00:06<01:27, 55.28it/s] 479 19.2272 : 9%|▉ | 487/5335 [00:06<01:29, 54.02it/s] 479 19.2272 : 9%|▉ | 493/5335 [00:06<01:30, 53.48it/s] 499 21.6345 : 9%|▉ | 493/5335 [00:06<01:30, 53.48it/s] 499 21.6345 : 9%|▉ | 500/5335 [00:06<01:25, 56.27it/s] 499 21.6345 : 10%|▉ | 508/5335 [00:06<01:19, 61.00it/s] 499 21.6345 : 10%|▉ | 516/5335 [00:07<01:13, 65.98it/s] 519 25.3546 : 10%|▉ | 516/5335 [00:07<01:13, 65.98it/s] 519 25.3546 : 10%|▉ | 525/5335 [00:07<01:08, 70.32it/s] 519 25.3546 : 10%|█ | 534/5335 [00:07<01:05, 73.51it/s] 539 22.8381 : 10%|█ | 534/5335 [00:07<01:05, 73.51it/s] 539 22.8381 : 10%|█ | 542/5335 [00:07<01:03, 75.21it/s] 539 22.8381 : 10%|█ | 550/5335 [00:07<01:02, 76.12it/s] 539 22.8381 : 10%|█ | 559/5335 [00:07<01:01, 77.42it/s] 559 20.9483 : 10%|█ | 559/5335 [00:07<01:01, 77.42it/s] 559 20.9483 : 11%|█ | 567/5335 [00:07<01:01, 77.48it/s] 559 20.9483 : 11%|█ | 575/5335 [00:07<01:03, 75.38it/s] 579 21.2476 : 11%|█ | 575/5335 [00:07<01:03, 75.38it/s] 579 21.2476 : 11%|█ | 583/5335 [00:07<01:06, 71.53it/s] 579 21.2476 : 11%|█ | 591/5335 [00:08<01:10, 66.92it/s] 579 21.2476 : 11%|█ | 598/5335 [00:08<01:14, 63.54it/s] 599 19.3630 : 11%|█ | 598/5335 [00:08<01:14, 63.54it/s] 599 19.3630 : 11%|█▏ | 605/5335 [00:08<01:18, 60.62it/s] 599 19.3630 : 11%|█▏ | 612/5335 [00:08<01:19, 59.75it/s] 599 19.3630 : 12%|█▏ | 619/5335 [00:08<01:22, 57.25it/s] 619 18.5172 : 12%|█▏ | 619/5335 [00:08<01:22, 57.25it/s] 619 18.5172 : 12%|█▏ | 625/5335 [00:08<01:23, 56.35it/s] 619 18.5172 : 12%|█▏ | 631/5335 [00:08<01:23, 56.28it/s] 619 18.5172 : 12%|█▏ | 637/5335 [00:08<01:23, 56.54it/s] 639 21.5034 : 12%|█▏ | 637/5335 [00:08<01:23, 56.54it/s] 639 21.5034 : 12%|█▏ | 644/5335 [00:09<01:20, 58.63it/s] 639 21.5034 : 12%|█▏ | 652/5335 [00:09<01:14, 63.25it/s] 659 24.6351 : 12%|█▏ | 652/5335 [00:09<01:14, 63.25it/s] 659 24.6351 : 12%|█▏ | 661/5335 [00:09<01:08, 68.53it/s] 659 24.6351 : 13%|█▎ | 670/5335 [00:09<01:03, 73.95it/s] 659 24.6351 : 13%|█▎ | 679/5335 [00:09<00:59, 77.78it/s] 679 22.9840 : 13%|█▎ | 679/5335 [00:09<00:59, 77.78it/s] 679 22.9840 : 13%|█▎ | 688/5335 [00:09<00:57, 80.29it/s] 679 22.9840 : 13%|█▎ | 697/5335 [00:09<00:56, 82.38it/s] 699 25.6059 : 13%|█▎ | 697/5335 [00:09<00:56, 82.38it/s] 699 25.6059 : 13%|█▎ | 706/5335 [00:09<00:55, 82.90it/s] 699 25.6059 : 13%|█▎ | 715/5335 [00:09<00:55, 83.59it/s] 719 21.3053 : 13%|█▎ | 715/5335 [00:09<00:55, 83.59it/s] 719 21.3053 : 14%|█▎ | 724/5335 [00:09<00:56, 82.12it/s] 719 21.3053 : 14%|█▎ | 733/5335 [00:10<00:58, 78.75it/s] 739 23.5678 : 14%|█▎ | 733/5335 [00:10<00:58, 78.75it/s] 739 23.5678 : 14%|█▍ | 741/5335 [00:10<01:02, 73.74it/s] 739 23.5678 : 14%|█▍ | 749/5335 [00:10<01:06, 68.72it/s] 739 23.5678 : 14%|█▍ | 756/5335 [00:10<01:10, 65.39it/s] 759 16.1115 : 14%|█▍ | 756/5335 [00:10<01:10, 65.39it/s] 759 16.1115 : 14%|█▍ | 763/5335 [00:10<01:11, 64.39it/s] 759 16.1115 : 14%|█▍ | 770/5335 [00:10<01:10, 64.87it/s] 759 16.1115 : 15%|█▍ | 778/5335 [00:10<01:08, 66.75it/s] 779 20.5395 : 15%|█▍ | 778/5335 [00:10<01:08, 66.75it/s] 779 20.5395 : 15%|█▍ | 786/5335 [00:10<01:06, 68.21it/s] 779 20.5395 : 15%|█▍ | 794/5335 [00:11<01:04, 70.81it/s] 799 22.5793 : 15%|█▍ | 794/5335 [00:11<01:04, 70.81it/s] 799 22.5793 : 15%|█▌ | 804/5335 [00:11<00:58, 77.26it/s] 799 22.5793 : 15%|█▌ | 815/5335 [00:11<00:53, 84.56it/s] 819 25.4238 : 15%|█▌ | 815/5335 [00:11<00:53, 84.56it/s] 819 25.4238 : 15%|█▌ | 826/5335 [00:11<00:49, 91.01it/s] 819 25.4238 : 16%|█▌ | 837/5335 [00:11<00:46, 96.19it/s] 839 25.2205 : 16%|█▌ | 837/5335 [00:11<00:46, 96.19it/s] 839 25.2205 : 16%|█▌ | 848/5335 [00:11<00:45, 99.57it/s] 839 25.2205 : 16%|█▌ | 859/5335 [00:11<00:44, 100.71it/s] 859 24.0685 : 16%|█▌ | 859/5335 [00:11<00:44, 100.71it/s] 859 24.0685 : 16%|█▋ | 870/5335 [00:11<00:43, 101.66it/s] 879 24.2518 : 16%|█▋ | 870/5335 [00:11<00:43, 101.66it/s] 879 24.2518 : 17%|█▋ | 881/5335 [00:11<00:45, 98.92it/s] 879 24.2518 : 17%|█▋ | 891/5335 [00:11<00:47, 93.81it/s] 899 24.8153 : 17%|█▋ | 891/5335 [00:12<00:47, 93.81it/s] 899 24.8153 : 17%|█▋ | 901/5335 [00:12<00:50, 87.12it/s] 899 24.8153 : 17%|█▋ | 910/5335 [00:12<00:54, 81.80it/s] 899 24.8153 : 17%|█▋ | 919/5335 [00:12<00:53, 81.92it/s] 919 20.8635 : 17%|█▋ | 919/5335 [00:12<00:53, 81.92it/s] 919 20.8635 : 17%|█▋ | 930/5335 [00:12<00:50, 87.76it/s] 939 22.4410 : 17%|█▋ | 930/5335 [00:12<00:50, 87.76it/s] 939 22.4410 : 18%|█▊ | 941/5335 [00:12<00:47, 92.54it/s] 939 22.4410 : 18%|█▊ | 954/5335 [00:12<00:43, 101.77it/s] 959 23.6872 : 18%|█▊ | 954/5335 [00:12<00:43, 101.77it/s] 959 23.6872 : 18%|█▊ | 968/5335 [00:12<00:38, 112.00it/s] 979 25.8405 : 18%|█▊ | 968/5335 [00:12<00:38, 112.00it/s] 979 25.8405 : 18%|█▊ | 983/5335 [00:12<00:35, 121.46it/s] 979 25.8405 : 19%|█▊ | 998/5335 [00:12<00:33, 128.40it/s] 999 25.7600 : 19%|█▊ | 998/5335 [00:13<00:33, 128.40it/s] 999 25.7600 : 19%|█▉ | 1012/5335 [00:13<00:33, 130.89it/s] 1019 23.3207 : 19%|█▉ | 1012/5335 [00:13<00:33, 130.89it/s] 1019 23.3207 : 19%|█▉ | 1026/5335 [00:13<00:32, 132.06it/s] 1039 24.2050 : 19%|█▉ | 1026/5335 [00:13<00:32, 132.06it/s] 1039 24.2050 : 19%|█▉ | 1040/5335 [00:13<00:33, 127.88it/s] 1039 24.2050 : 20%|█▉ | 1053/5335 [00:13<00:35, 119.00it/s] 1059 23.4034 : 20%|█▉ | 1053/5335 [00:13<00:35, 119.00it/s] 1059 23.4034 : 20%|█▉ | 1066/5335 [00:13<00:38, 110.78it/s] 1059 23.4034 : 20%|██ | 1078/5335 [00:13<00:44, 95.85it/s] 1079 20.1851 : 20%|██ | 1078/5335 [00:13<00:44, 95.85it/s] 1079 20.1851 : 20%|██ | 1089/5335 [00:13<00:47, 89.14it/s] 1079 20.1851 : 21%|██ | 1099/5335 [00:14<00:48, 87.17it/s] 1099 22.2259 : 21%|██ | 1099/5335 [00:14<00:48, 87.17it/s] 1099 22.2259 : 21%|██ | 1109/5335 [00:14<00:47, 89.11it/s] 1119 24.9521 : 21%|██ | 1109/5335 [00:14<00:47, 89.11it/s] 1119 24.9521 : 21%|██ | 1120/5335 [00:14<00:45, 93.14it/s] 1119 24.9521 : 21%|██ | 1131/5335 [00:14<00:43, 97.56it/s] 1139 22.8021 : 21%|██ | 1131/5335 [00:14<00:43, 97.56it/s] 1139 22.8021 : 21%|██▏ | 1142/5335 [00:14<00:41, 100.74it/s] 1139 22.8021 : 22%|██▏ | 1153/5335 [00:14<00:40, 102.69it/s] 1159 24.6413 : 22%|██▏ | 1153/5335 [00:14<00:40, 102.69it/s] 1159 24.6413 : 22%|██▏ | 1164/5335 [00:14<00:40, 103.93it/s] 1159 24.6413 : 22%|██▏ | 1175/5335 [00:14<00:39, 104.76it/s] 1179 21.6546 : 22%|██▏ | 1175/5335 [00:14<00:39, 104.76it/s] 1179 21.6546 : 22%|██▏ | 1186/5335 [00:14<00:40, 102.18it/s] 1179 21.6546 : 22%|██▏ | 1197/5335 [00:14<00:43, 95.42it/s] 1199 22.3596 : 22%|██▏ | 1197/5335 [00:15<00:43, 95.42it/s] 1199 22.3596 : 23%|██▎ | 1207/5335 [00:15<00:46, 88.68it/s] 1199 22.3596 : 23%|██▎ | 1217/5335 [00:15<00:49, 83.66it/s] 1219 15.5824 : 23%|██▎ | 1217/5335 [00:15<00:49, 83.66it/s] 1219 15.5824 : 23%|██▎ | 1226/5335 [00:15<00:55, 73.70it/s] 1219 15.5824 : 23%|██▎ | 1234/5335 [00:15<01:01, 66.83it/s] 1239 21.7589 : 23%|██▎ | 1234/5335 [00:15<01:01, 66.83it/s] 1239 21.7589 : 23%|██▎ | 1241/5335 [00:15<01:04, 63.44it/s] 1239 21.7589 : 23%|██▎ | 1248/5335 [00:15<01:06, 61.36it/s] 1239 21.7589 : 24%|██▎ | 1255/5335 [00:15<01:05, 62.44it/s] 1259 23.3420 : 24%|██▎ | 1255/5335 [00:15<01:05, 62.44it/s] 1259 23.3420 : 24%|██▎ | 1263/5335 [00:16<01:02, 64.79it/s] 1259 23.3420 : 24%|██▍ | 1271/5335 [00:16<00:59, 68.63it/s] 1279 25.0724 : 24%|██▍ | 1271/5335 [00:16<00:59, 68.63it/s] 1279 25.0724 : 24%|██▍ | 1280/5335 [00:16<00:55, 72.59it/s] 1279 25.0724 : 24%|██▍ | 1289/5335 [00:16<00:53, 75.29it/s] 1279 25.0724 : 24%|██▍ | 1298/5335 [00:16<00:52, 77.50it/s] 1299 22.7745 : 24%|██▍ | 1298/5335 [00:16<00:52, 77.50it/s] 1299 22.7745 : 24%|██▍ | 1307/5335 [00:16<00:51, 78.33it/s] 1299 22.7745 : 25%|██▍ | 1316/5335 [00:16<00:50, 79.18it/s] 1319 23.7647 : 25%|██▍ | 1316/5335 [00:16<00:50, 79.18it/s] 1319 23.7647 : 25%|██▍ | 1325/5335 [00:16<00:50, 79.82it/s] 1319 23.7647 : 25%|██▌ | 1334/5335 [00:16<00:50, 79.45it/s] 1339 24.7683 : 25%|██▌ | 1334/5335 [00:16<00:50, 79.45it/s] 1339 24.7683 : 25%|██▌ | 1342/5335 [00:17<00:52, 76.79it/s] 1339 24.7683 : 25%|██▌ | 1350/5335 [00:17<00:55, 71.40it/s] 1339 24.7683 : 25%|██▌ | 1358/5335 [00:17<01:00, 66.26it/s] 1359 23.3462 : 25%|██▌ | 1358/5335 [00:17<01:00, 66.26it/s] 1359 23.3462 : 26%|██▌ | 1365/5335 [00:17<01:03, 62.93it/s] 1359 23.3462 : 26%|██▌ | 1372/5335 [00:17<01:04, 61.07it/s] 1359 23.3462 : 26%|██▌ | 1379/5335 [00:17<01:05, 59.95it/s] 1379 16.4403 : 26%|██▌ | 1379/5335 [00:17<01:05, 59.95it/s] 1379 16.4403 : 26%|██▌ | 1386/5335 [00:17<01:05, 60.15it/s] 1379 16.4403 : 26%|██▌ | 1393/5335 [00:17<01:04, 60.79it/s] 1399 20.6804 : 26%|██▌ | 1393/5335 [00:18<01:04, 60.79it/s] 1399 20.6804 : 26%|██▌ | 1400/5335 [00:18<01:02, 62.62it/s] 1399 20.6804 : 26%|██▋ | 1408/5335 [00:18<00:59, 66.17it/s] 1399 20.6804 : 27%|██▋ | 1416/5335 [00:18<00:56, 69.95it/s] 1419 24.2981 : 27%|██▋ | 1416/5335 [00:18<00:56, 69.95it/s] 1419 24.2981 : 27%|██▋ | 1425/5335 [00:18<00:52, 74.31it/s] 1419 24.2981 : 27%|██▋ | 1434/5335 [00:18<00:50, 77.75it/s] 1439 16.3181 : 27%|██▋ | 1434/5335 [00:18<00:50, 77.75it/s] 1439 16.3181 : 27%|██▋ | 1443/5335 [00:18<00:48, 79.99it/s] 1439 16.3181 : 27%|██▋ | 1452/5335 [00:18<00:47, 82.07it/s] 1459 24.4296 : 27%|██▋ | 1452/5335 [00:18<00:47, 82.07it/s] 1459 24.4296 : 27%|██▋ | 1461/5335 [00:18<00:46, 82.91it/s] 1459 24.4296 : 28%|██▊ | 1470/5335 [00:18<00:46, 83.37it/s] 1459 24.4296 : 28%|██▊ | 1479/5335 [00:18<00:46, 83.42it/s] 1479 22.4655 : 28%|██▊ | 1479/5335 [00:18<00:46, 83.42it/s] 1479 22.4655 : 28%|██▊ | 1488/5335 [00:19<00:46, 82.65it/s] 1479 22.4655 : 28%|██▊ | 1497/5335 [00:19<00:49, 77.95it/s] 1499 24.1805 : 28%|██▊ | 1497/5335 [00:19<00:49, 77.95it/s] 1499 24.1805 : 28%|██▊ | 1505/5335 [00:19<00:53, 71.67it/s] 1499 24.1805 : 28%|██▊ | 1513/5335 [00:19<00:58, 65.87it/s] 1519 16.6751 : 28%|██▊ | 1513/5335 [00:19<00:58, 65.87it/s] 1519 16.6751 : 28%|██▊ | 1520/5335 [00:19<01:00, 63.02it/s] 1519 16.6751 : 29%|██▊ | 1527/5335 [00:19<00:59, 64.02it/s] 1519 16.6751 : 29%|██▉ | 1536/5335 [00:19<00:54, 69.46it/s] 1539 23.3230 : 29%|██▉ | 1536/5335 [00:19<00:54, 69.46it/s] 1539 23.3230 : 29%|██▉ | 1545/5335 [00:19<00:51, 73.68it/s] 1539 23.3230 : 29%|██▉ | 1555/5335 [00:20<00:47, 80.00it/s] 1559 23.7369 : 29%|██▉ | 1555/5335 [00:20<00:47, 80.00it/s] 1559 23.7369 : 29%|██▉ | 1566/5335 [00:20<00:43, 86.61it/s] 1559 23.7369 : 30%|██▉ | 1578/5335 [00:20<00:39, 94.63it/s] 1579 25.9624 : 30%|██▉ | 1578/5335 [00:20<00:39, 94.63it/s] 1579 25.9624 : 30%|██▉ | 1590/5335 [00:20<00:37, 99.98it/s] 1599 26.0523 : 30%|██▉ | 1590/5335 [00:20<00:37, 99.98it/s] 1599 26.0523 : 30%|███ | 1602/5335 [00:20<00:35, 104.27it/s] 1599 26.0523 : 30%|███ | 1614/5335 [00:20<00:34, 107.37it/s] 1619 26.1558 : 30%|███ | 1614/5335 [00:20<00:34, 107.37it/s] 1619 26.1558 : 30%|███ | 1626/5335 [00:20<00:34, 108.43it/s] 1619 26.1558 : 31%|███ | 1637/5335 [00:20<00:34, 107.89it/s] 1639 24.2513 : 31%|███ | 1637/5335 [00:20<00:34, 107.89it/s] 1639 24.2513 : 31%|███ | 1648/5335 [00:20<00:35, 103.61it/s] 1639 24.2513 : 31%|███ | 1659/5335 [00:21<00:38, 95.52it/s] 1659 25.3234 : 31%|███ | 1659/5335 [00:21<00:38, 95.52it/s] 1659 25.3234 : 31%|███▏ | 1669/5335 [00:21<00:41, 88.24it/s] 1659 25.3234 : 31%|███▏ | 1678/5335 [00:21<00:42, 86.21it/s] 1679 17.5862 : 31%|███▏ | 1678/5335 [00:21<00:42, 86.21it/s] 1679 17.5862 : 32%|███▏ | 1691/5335 [00:21<00:37, 96.93it/s] 1699 24.5691 : 32%|███▏ | 1691/5335 [00:21<00:37, 96.93it/s] 1699 24.5691 : 32%|███▏ | 1705/5335 [00:21<00:33, 107.04it/s] 1719 24.3139 : 32%|███▏ | 1705/5335 [00:21<00:33, 107.04it/s] 1719 24.3139 : 32%|███▏ | 1721/5335 [00:21<00:29, 120.64it/s] 1719 24.3139 : 33%|███▎ | 1738/5335 [00:21<00:26, 133.69it/s] 1739 26.2412 : 33%|███▎ | 1738/5335 [00:21<00:26, 133.69it/s] 1739 26.2412 : 33%|███▎ | 1755/5335 [00:21<00:25, 142.64it/s] 1759 26.3002 : 33%|███▎ | 1755/5335 [00:21<00:25, 142.64it/s] 1759 26.3002 : 33%|███▎ | 1772/5335 [00:21<00:23, 148.87it/s] 1779 25.1864 : 33%|███▎ | 1772/5335 [00:21<00:23, 148.87it/s] 1779 25.1864 : 34%|███▎ | 1788/5335 [00:21<00:23, 150.97it/s] 1799 24.9147 : 34%|███▎ | 1788/5335 [00:22<00:23, 150.97it/s] 1799 24.9147 : 34%|███▍ | 1804/5335 [00:22<00:24, 146.18it/s] 1799 24.9147 : 34%|███▍ | 1819/5335 [00:22<00:26, 134.80it/s] 1819 23.5159 : 34%|███▍ | 1819/5335 [00:22<00:26, 134.80it/s] 1819 23.5159 : 34%|███▍ | 1833/5335 [00:22<00:26, 131.14it/s] 1839 25.2654 : 34%|███▍ | 1833/5335 [00:22<00:26, 131.14it/s] 1839 25.2654 : 35%|███▍ | 1849/5335 [00:22<00:25, 138.92it/s] 1859 22.1313 : 35%|███▍ | 1849/5335 [00:22<00:25, 138.92it/s] 1859 22.1313 : 35%|███▍ | 1867/5335 [00:22<00:23, 150.25it/s] 1879 25.4115 : 35%|███▍ | 1867/5335 [00:22<00:23, 150.25it/s] 1879 25.4115 : 35%|███▌ | 1888/5335 [00:22<00:20, 165.42it/s] 1899 24.7346 : 35%|███▌ | 1888/5335 [00:22<00:20, 165.42it/s] 1899 24.7346 : 36%|███▌ | 1909/5335 [00:22<00:19, 175.98it/s] 1919 26.4498 : 36%|███▌ | 1909/5335 [00:22<00:19, 175.98it/s] 1919 26.4498 : 36%|███▌ | 1930/5335 [00:22<00:18, 183.71it/s] 1939 23.9458 : 36%|███▌ | 1930/5335 [00:22<00:18, 183.71it/s] 1939 23.9458 : 37%|███▋ | 1949/5335 [00:22<00:18, 184.34it/s] 1959 24.8262 : 37%|███▋ | 1949/5335 [00:23<00:18, 184.34it/s] 1959 24.8262 : 37%|███▋ | 1968/5335 [00:23<00:19, 173.93it/s] 1979 19.6848 : 37%|███▋ | 1968/5335 [00:23<00:19, 173.93it/s] 1979 19.6848 : 37%|███▋ | 1986/5335 [00:23<00:21, 158.13it/s] 1999 27.4414 : 37%|███▋ | 1986/5335 [00:23<00:21, 158.13it/s] 1999 27.4414 : 38%|███▊ | 2003/5335 [00:23<00:24, 136.36it/s] 1999 27.4414 : 38%|███▊ | 2018/5335 [00:23<00:25, 131.11it/s] 2019 24.5308 : 38%|███▊ | 2018/5335 [00:23<00:25, 131.11it/s] 2019 24.5308 : 38%|███▊ | 2032/5335 [00:23<00:25, 131.60it/s] 2039 26.3899 : 38%|███▊ | 2032/5335 [00:23<00:25, 131.60it/s] 2039 26.3899 : 38%|███▊ | 2046/5335 [00:23<00:24, 133.34it/s] 2059 24.9392 : 38%|███▊ | 2046/5335 [00:23<00:24, 133.34it/s] 2059 24.9392 : 39%|███▊ | 2060/5335 [00:23<00:24, 134.91it/s] 2059 24.9392 : 39%|███▉ | 2074/5335 [00:23<00:24, 135.61it/s] 2079 23.8081 : 39%|███▉ | 2074/5335 [00:23<00:24, 135.61it/s] 2079 23.8081 : 39%|███▉ | 2088/5335 [00:24<00:24, 134.22it/s] 2099 24.0957 : 39%|███▉ | 2088/5335 [00:24<00:24, 134.22it/s] 2099 24.0957 : 39%|███▉ | 2102/5335 [00:24<00:25, 128.58it/s] 2099 24.0957 : 40%|███▉ | 2115/5335 [00:24<00:27, 118.39it/s] 2119 23.8257 : 40%|███▉ | 2115/5335 [00:24<00:27, 118.39it/s] 2119 23.8257 : 40%|███▉ | 2128/5335 [00:24<00:29, 108.72it/s] 2139 20.0309 : 40%|███▉ | 2128/5335 [00:24<00:29, 108.72it/s] 2139 20.0309 : 40%|████ | 2140/5335 [00:24<00:32, 97.61it/s] 2139 20.0309 : 40%|████ | 2151/5335 [00:24<00:37, 84.96it/s] 2159 19.9580 : 40%|████ | 2151/5335 [00:24<00:37, 84.96it/s] 2159 19.9580 : 40%|████ | 2160/5335 [00:24<00:39, 80.54it/s] 2159 19.9580 : 41%|████ | 2169/5335 [00:25<00:39, 79.18it/s] 2159 19.9580 : 41%|████ | 2178/5335 [00:25<00:39, 79.79it/s] 2179 24.5745 : 41%|████ | 2178/5335 [00:25<00:39, 79.79it/s] 2179 24.5745 : 41%|████ | 2187/5335 [00:25<00:38, 80.79it/s] 2179 24.5745 : 41%|████ | 2196/5335 [00:25<00:38, 81.24it/s] 2199 19.5436 : 41%|████ | 2196/5335 [00:25<00:38, 81.24it/s] 2199 19.5436 : 41%|████▏ | 2205/5335 [00:25<00:38, 81.65it/s] 2199 19.5436 : 41%|████▏ | 2214/5335 [00:25<00:37, 82.24it/s] 2219 24.1435 : 41%|████▏ | 2214/5335 [00:25<00:37, 82.24it/s] 2219 24.1435 : 42%|████▏ | 2223/5335 [00:25<00:37, 82.16it/s] 2219 24.1435 : 42%|████▏ | 2232/5335 [00:25<00:38, 80.69it/s] 2239 22.4242 : 42%|████▏ | 2232/5335 [00:25<00:38, 80.69it/s] 2239 22.4242 : 42%|████▏ | 2241/5335 [00:25<00:40, 76.86it/s] 2239 22.4242 : 42%|████▏ | 2249/5335 [00:26<00:42, 71.90it/s] 2239 22.4242 : 42%|████▏ | 2257/5335 [00:26<00:47, 65.13it/s] 2259 21.8586 : 42%|████▏ | 2257/5335 [00:26<00:47, 65.13it/s] 2259 21.8586 : 42%|████▏ | 2264/5335 [00:26<00:51, 59.52it/s] 2259 21.8586 : 43%|████▎ | 2271/5335 [00:26<00:54, 55.90it/s] 2259 21.8586 : 43%|████▎ | 2277/5335 [00:26<00:56, 54.12it/s] 2279 16.1997 : 43%|████▎ | 2277/5335 [00:26<00:56, 54.12it/s] 2279 16.1997 : 43%|████▎ | 2283/5335 [00:26<00:56, 53.62it/s] 2279 16.1997 : 43%|████▎ | 2290/5335 [00:26<00:54, 56.20it/s] 2279 16.1997 : 43%|████▎ | 2298/5335 [00:26<00:49, 61.18it/s] 2299 25.5539 : 43%|████▎ | 2298/5335 [00:26<00:49, 61.18it/s] 2299 25.5539 : 43%|████▎ | 2306/5335 [00:27<00:46, 65.46it/s] 2299 25.5539 : 43%|████▎ | 2315/5335 [00:27<00:42, 71.67it/s] 2319 25.3862 : 43%|████▎ | 2315/5335 [00:27<00:42, 71.67it/s] 2319 25.3862 : 44%|████▎ | 2325/5335 [00:27<00:38, 77.33it/s] 2319 25.3862 : 44%|████▍ | 2335/5335 [00:27<00:35, 83.62it/s] 2339 26.7438 : 44%|████▍ | 2335/5335 [00:27<00:35, 83.62it/s] 2339 26.7438 : 44%|████▍ | 2345/5335 [00:27<00:34, 87.67it/s] 2339 26.7438 : 44%|████▍ | 2355/5335 [00:27<00:32, 90.92it/s] 2359 24.6131 : 44%|████▍ | 2355/5335 [00:27<00:32, 90.92it/s] 2359 24.6131 : 44%|████▍ | 2366/5335 [00:27<00:31, 93.90it/s] 2359 24.6131 : 45%|████▍ | 2376/5335 [00:27<00:31, 95.03it/s] 2379 24.5600 : 45%|████▍ | 2376/5335 [00:27<00:31, 95.03it/s] 2379 24.5600 : 45%|████▍ | 2386/5335 [00:27<00:31, 92.95it/s] 2379 24.5600 : 45%|████▍ | 2396/5335 [00:28<00:33, 87.80it/s] 2399 23.7489 : 45%|████▍ | 2396/5335 [00:28<00:33, 87.80it/s] 2399 23.7489 : 45%|████▌ | 2405/5335 [00:28<00:36, 80.52it/s] 2399 23.7489 : 45%|████▌ | 2414/5335 [00:28<00:40, 72.80it/s] 2419 19.6950 : 45%|████▌ | 2414/5335 [00:28<00:40, 72.80it/s] 2419 19.6950 : 45%|████▌ | 2422/5335 [00:28<00:44, 66.17it/s] 2419 19.6950 : 46%|████▌ | 2429/5335 [00:28<00:45, 63.56it/s] 2419 19.6950 : 46%|████▌ | 2436/5335 [00:28<00:46, 62.53it/s] 2439 18.9484 : 46%|████▌ | 2436/5335 [00:28<00:46, 62.53it/s] 2439 18.9484 : 46%|████▌ | 2444/5335 [00:28<00:43, 66.84it/s] 2439 18.9484 : 46%|████▌ | 2454/5335 [00:28<00:38, 74.06it/s] 2459 26.4599 : 46%|████▌ | 2454/5335 [00:28<00:38, 74.06it/s] 2459 26.4599 : 46%|████▌ | 2464/5335 [00:29<00:35, 80.81it/s] 2459 26.4599 : 46%|████▋ | 2475/5335 [00:29<00:32, 88.78it/s] 2479 21.6180 : 46%|████▋ | 2475/5335 [00:29<00:32, 88.78it/s] 2479 21.6180 : 47%|████▋ | 2487/5335 [00:29<00:29, 96.79it/s] 2479 21.6180 : 47%|████▋ | 2499/5335 [00:29<00:27, 103.07it/s] 2499 26.2874 : 47%|████▋ | 2499/5335 [00:29<00:27, 103.07it/s] 2499 26.2874 : 47%|████▋ | 2511/5335 [00:29<00:26, 107.09it/s] 2519 25.8451 : 47%|████▋ | 2511/5335 [00:29<00:26, 107.09it/s] 2519 25.8451 : 47%|████▋ | 2523/5335 [00:29<00:25, 110.24it/s] 2519 25.8451 : 48%|████▊ | 2535/5335 [00:29<00:25, 111.29it/s] 2539 23.1568 : 48%|████▊ | 2535/5335 [00:29<00:25, 111.29it/s] 2539 23.1568 : 48%|████▊ | 2547/5335 [00:29<00:25, 107.32it/s] 2539 23.1568 : 48%|████▊ | 2558/5335 [00:29<00:27, 99.27it/s] 2559 21.3880 : 48%|████▊ | 2558/5335 [00:29<00:27, 99.27it/s] 2559 21.3880 : 48%|████▊ | 2569/5335 [00:30<00:31, 88.74it/s] 2559 21.3880 : 48%|████▊ | 2579/5335 [00:30<00:34, 80.92it/s] 2579 18.2324 : 48%|████▊ | 2579/5335 [00:30<00:34, 80.92it/s] 2579 18.2324 : 49%|████▊ | 2588/5335 [00:30<00:35, 77.47it/s] 2579 18.2324 : 49%|████▊ | 2598/5335 [00:30<00:33, 82.52it/s] 2599 25.6815 : 49%|████▊ | 2598/5335 [00:30<00:33, 82.52it/s] 2599 25.6815 : 49%|████▉ | 2609/5335 [00:30<00:30, 89.37it/s] 2619 23.4198 : 49%|████▉ | 2609/5335 [00:30<00:30, 89.37it/s] 2619 23.4198 : 49%|████▉ | 2621/5335 [00:30<00:27, 97.50it/s] 2619 23.4198 : 49%|████▉ | 2634/5335 [00:30<00:25, 106.16it/s] 2639 25.8998 : 49%|████▉ | 2634/5335 [00:30<00:25, 106.16it/s] 2639 25.8998 : 50%|████▉ | 2648/5335 [00:30<00:23, 114.58it/s] 2659 23.2861 : 50%|████▉ | 2648/5335 [00:30<00:23, 114.58it/s] 2659 23.2861 : 50%|████▉ | 2662/5335 [00:30<00:22, 119.99it/s] 2659 23.2861 : 50%|█████ | 2676/5335 [00:31<00:21, 124.32it/s] 2679 26.7125 : 50%|█████ | 2676/5335 [00:31<00:21, 124.32it/s] 2679 26.7125 : 50%|█████ | 2689/5335 [00:31<00:21, 124.85it/s] 2699 23.8309 : 50%|█████ | 2689/5335 [00:31<00:21, 124.85it/s] 2699 23.8309 : 51%|█████ | 2702/5335 [00:31<00:21, 121.28it/s] 2699 23.8309 : 51%|█████ | 2715/5335 [00:31<00:23, 112.89it/s] 2719 19.9999 : 51%|█████ | 2715/5335 [00:31<00:23, 112.89it/s] 2719 19.9999 : 51%|█████ | 2727/5335 [00:31<00:25, 100.55it/s] 2719 19.9999 : 51%|█████▏ | 2738/5335 [00:31<00:28, 92.59it/s] 2739 18.4883 : 51%|█████▏ | 2738/5335 [00:31<00:28, 92.59it/s] 2739 18.4883 : 52%|█████▏ | 2748/5335 [00:31<00:28, 91.96it/s] 2739 18.4883 : 52%|█████▏ | 2758/5335 [00:31<00:27, 93.35it/s] 2759 24.9873 : 52%|█████▏ | 2758/5335 [00:31<00:27, 93.35it/s] 2759 24.9873 : 52%|█████▏ | 2769/5335 [00:32<00:26, 96.25it/s] 2779 24.8404 : 52%|█████▏ | 2769/5335 [00:32<00:26, 96.25it/s] 2779 24.8404 : 52%|█████▏ | 2781/5335 [00:32<00:25, 101.26it/s] 2779 24.8404 : 52%|█████▏ | 2794/5335 [00:32<00:23, 107.63it/s] 2799 25.5043 : 52%|█████▏ | 2794/5335 [00:32<00:23, 107.63it/s] 2799 25.5043 : 53%|█████▎ | 2807/5335 [00:32<00:22, 112.23it/s] 2819 25.9629 : 53%|█████▎ | 2807/5335 [00:32<00:22, 112.23it/s] 2819 25.9629 : 53%|█████▎ | 2820/5335 [00:32<00:21, 115.22it/s] 2819 25.9629 : 53%|█████▎ | 2833/5335 [00:32<00:21, 117.32it/s] 2839 23.3277 : 53%|█████▎ | 2833/5335 [00:32<00:21, 117.32it/s] 2839 23.3277 : 53%|█████▎ | 2845/5335 [00:32<00:21, 116.07it/s] 2839 23.3277 : 54%|█████▎ | 2857/5335 [00:32<00:22, 111.63it/s] 2859 25.1906 : 54%|█████▎ | 2857/5335 [00:32<00:22, 111.63it/s] 2859 25.1906 : 54%|█████▍ | 2869/5335 [00:32<00:24, 102.10it/s] 2879 19.6700 : 54%|█████▍ | 2869/5335 [00:33<00:24, 102.10it/s] 2879 19.6700 : 54%|█████▍ | 2880/5335 [00:33<00:26, 91.16it/s] 2879 19.6700 : 54%|█████▍ | 2890/5335 [00:33<00:29, 83.47it/s] 2879 19.6700 : 54%|█████▍ | 2899/5335 [00:33<00:29, 81.37it/s] 2899 23.9977 : 54%|█████▍ | 2899/5335 [00:33<00:29, 81.37it/s] 2899 23.9977 : 55%|█████▍ | 2908/5335 [00:33<00:30, 79.43it/s] 2899 23.9977 : 55%|█████▍ | 2917/5335 [00:33<00:30, 78.94it/s] 2919 24.3551 : 55%|█████▍ | 2917/5335 [00:33<00:30, 78.94it/s] 2919 24.3551 : 55%|█████▍ | 2926/5335 [00:33<00:29, 80.59it/s] 2919 24.3551 : 55%|█████▌ | 2935/5335 [00:33<00:28, 82.94it/s] 2939 24.2806 : 55%|█████▌ | 2935/5335 [00:33<00:28, 82.94it/s] 2939 24.2806 : 55%|█████▌ | 2945/5335 [00:33<00:27, 86.79it/s] 2939 24.2806 : 55%|█████▌ | 2955/5335 [00:33<00:26, 89.47it/s] 2959 26.7786 : 55%|█████▌ | 2955/5335 [00:34<00:26, 89.47it/s] 2959 26.7786 : 56%|█████▌ | 2965/5335 [00:34<00:25, 91.38it/s] 2959 26.7786 : 56%|█████▌ | 2975/5335 [00:34<00:25, 93.16it/s] 2979 25.3273 : 56%|█████▌ | 2975/5335 [00:34<00:25, 93.16it/s] 2979 25.3273 : 56%|█████▌ | 2985/5335 [00:34<00:25, 93.02it/s] 2979 25.3273 : 56%|█████▌ | 2995/5335 [00:34<00:25, 91.56it/s] 2999 24.3314 : 56%|█████▌ | 2995/5335 [00:34<00:25, 91.56it/s] 2999 24.3314 : 56%|█████▋ | 3005/5335 [00:34<00:26, 88.39it/s] 2999 24.3314 : 56%|█████▋ | 3014/5335 [00:34<00:28, 82.25it/s] 3019 24.5848 : 56%|█████▋ | 3014/5335 [00:34<00:28, 82.25it/s] 3019 24.5848 : 57%|█████▋ | 3023/5335 [00:34<00:30, 74.82it/s] 3019 24.5848 : 57%|█████▋ | 3031/5335 [00:34<00:33, 68.22it/s] 3019 24.5848 : 57%|█████▋ | 3038/5335 [00:35<00:36, 62.27it/s] 3039 21.5388 : 57%|█████▋ | 3038/5335 [00:35<00:36, 62.27it/s] 3039 21.5388 : 57%|█████▋ | 3045/5335 [00:35<00:38, 59.01it/s] 3039 21.5388 : 57%|█████▋ | 3052/5335 [00:35<00:37, 61.07it/s] 3059 24.4742 : 57%|█████▋ | 3052/5335 [00:35<00:37, 61.07it/s] 3059 24.4742 : 57%|█████▋ | 3060/5335 [00:35<00:35, 63.52it/s] 3059 24.4742 : 58%|█████▊ | 3068/5335 [00:35<00:34, 66.43it/s] 3059 24.4742 : 58%|█████▊ | 3076/5335 [00:35<00:32, 69.41it/s] 3079 24.0639 : 58%|█████▊ | 3076/5335 [00:35<00:32, 69.41it/s] 3079 24.0639 : 58%|█████▊ | 3085/5335 [00:35<00:30, 73.13it/s] 3079 24.0639 : 58%|█████▊ | 3094/5335 [00:35<00:29, 76.91it/s] 3099 25.3548 : 58%|█████▊ | 3094/5335 [00:35<00:29, 76.91it/s] 3099 25.3548 : 58%|█████▊ | 3103/5335 [00:35<00:27, 79.81it/s] 3099 25.3548 : 58%|█████▊ | 3112/5335 [00:36<00:27, 81.85it/s] 3119 23.4682 : 58%|█████▊ | 3112/5335 [00:36<00:27, 81.85it/s] 3119 23.4682 : 59%|█████▊ | 3121/5335 [00:36<00:26, 82.58it/s] 3119 23.4682 : 59%|█████▊ | 3130/5335 [00:36<00:26, 83.61it/s] 3119 23.4682 : 59%|█████▉ | 3139/5335 [00:36<00:26, 82.89it/s] 3139 25.2879 : 59%|█████▉ | 3139/5335 [00:36<00:26, 82.89it/s] 3139 25.2879 : 59%|█████▉ | 3148/5335 [00:36<00:27, 79.93it/s] 3139 25.2879 : 59%|█████▉ | 3157/5335 [00:36<00:29, 74.04it/s] 3159 23.6765 : 59%|█████▉ | 3157/5335 [00:36<00:29, 74.04it/s] 3159 23.6765 : 59%|█████▉ | 3165/5335 [00:36<00:32, 66.64it/s] 3159 23.6765 : 59%|█████▉ | 3172/5335 [00:36<00:35, 60.22it/s] 3159 23.6765 : 60%|█████▉ | 3179/5335 [00:37<00:39, 54.36it/s] 3179 19.8629 : 60%|█████▉ | 3179/5335 [00:37<00:39, 54.36it/s] 3179 19.8629 : 60%|█████▉ | 3185/5335 [00:37<00:41, 51.31it/s] 3179 19.8629 : 60%|█████▉ | 3191/5335 [00:37<00:42, 50.68it/s] 3179 19.8629 : 60%|█████▉ | 3197/5335 [00:37<00:41, 51.41it/s] 3199 12.0721 : 60%|█████▉ | 3197/5335 [00:37<00:41, 51.41it/s] 3199 12.0721 : 60%|██████ | 3205/5335 [00:37<00:37, 57.26it/s] 3199 12.0721 : 60%|██████ | 3215/5335 [00:37<00:31, 68.26it/s] 3219 26.1653 : 60%|██████ | 3215/5335 [00:37<00:31, 68.26it/s] 3219 26.1653 : 60%|██████ | 3226/5335 [00:37<00:27, 78.00it/s] 3219 26.1653 : 61%|██████ | 3238/5335 [00:37<00:23, 87.73it/s] 3239 25.6317 : 61%|██████ | 3238/5335 [00:37<00:23, 87.73it/s] 3239 25.6317 : 61%|██████ | 3250/5335 [00:38<00:21, 96.09it/s] 3259 27.5649 : 61%|██████ | 3250/5335 [00:38<00:21, 96.09it/s] 3259 27.5649 : 61%|██████ | 3262/5335 [00:38<00:20, 102.27it/s] 3259 27.5649 : 61%|██████▏ | 3274/5335 [00:38<00:19, 105.71it/s] 3279 25.8946 : 61%|██████▏ | 3274/5335 [00:38<00:19, 105.71it/s] 3279 25.8946 : 62%|██████▏ | 3286/5335 [00:38<00:18, 108.88it/s] 3279 25.8946 : 62%|██████▏ | 3297/5335 [00:38<00:18, 108.77it/s] 3299 23.5116 : 62%|██████▏ | 3297/5335 [00:38<00:18, 108.77it/s] 3299 23.5116 : 62%|██████▏ | 3308/5335 [00:38<00:19, 103.92it/s] 3299 23.5116 : 62%|██████▏ | 3319/5335 [00:38<00:21, 93.45it/s] 3319 22.9242 : 62%|██████▏ | 3319/5335 [00:38<00:21, 93.45it/s] 3319 22.9242 : 62%|██████▏ | 3329/5335 [00:38<00:24, 82.10it/s] 3319 22.9242 : 63%|██████▎ | 3338/5335 [00:39<00:26, 75.20it/s] 3339 21.4854 : 63%|██████▎ | 3338/5335 [00:39<00:26, 75.20it/s] 3339 21.4854 : 63%|██████▎ | 3346/5335 [00:39<00:27, 72.67it/s] 3339 21.4854 : 63%|██████▎ | 3354/5335 [00:39<00:26, 73.58it/s] 3359 27.3650 : 63%|██████▎ | 3354/5335 [00:39<00:26, 73.58it/s] 3359 27.3650 : 63%|██████▎ | 3364/5335 [00:39<00:24, 79.38it/s] 3359 27.3650 : 63%|██████▎ | 3374/5335 [00:39<00:23, 84.65it/s] 3379 24.3094 : 63%|██████▎ | 3374/5335 [00:39<00:23, 84.65it/s] 3379 24.3094 : 63%|██████▎ | 3385/5335 [00:39<00:21, 91.09it/s] 3379 24.3094 : 64%|██████▎ | 3397/5335 [00:39<00:19, 97.50it/s] 3399 26.3524 : 64%|██████▎ | 3397/5335 [00:39<00:19, 97.50it/s] 3399 26.3524 : 64%|██████▍ | 3409/5335 [00:39<00:18, 102.74it/s] 3419 26.2605 : 64%|██████▍ | 3409/5335 [00:39<00:18, 102.74it/s] 3419 26.2605 : 64%|██████▍ | 3421/5335 [00:39<00:18, 105.31it/s] 3419 26.2605 : 64%|██████▍ | 3433/5335 [00:39<00:17, 107.77it/s] 3439 24.8293 : 64%|██████▍ | 3433/5335 [00:40<00:17, 107.77it/s] 3439 24.8293 : 65%|██████▍ | 3444/5335 [00:40<00:17, 108.17it/s] 3439 24.8293 : 65%|██████▍ | 3455/5335 [00:40<00:17, 104.94it/s] 3459 23.8967 : 65%|██████▍ | 3455/5335 [00:40<00:17, 104.94it/s] 3459 23.8967 : 65%|██████▍ | 3466/5335 [00:40<00:19, 96.09it/s] 3459 23.8967 : 65%|██████▌ | 3476/5335 [00:40<00:21, 84.63it/s] 3479 23.8801 : 65%|██████▌ | 3476/5335 [00:40<00:21, 84.63it/s] 3479 23.8801 : 65%|██████▌ | 3485/5335 [00:40<00:24, 76.06it/s] 3479 23.8801 : 65%|██████▌ | 3493/5335 [00:40<00:25, 71.22it/s] 3499 22.4223 : 65%|██████▌ | 3493/5335 [00:40<00:25, 71.22it/s] 3499 22.4223 : 66%|██████▌ | 3501/5335 [00:40<00:26, 70.51it/s] 3499 22.4223 : 66%|██████▌ | 3510/5335 [00:40<00:24, 73.19it/s] 3499 22.4223 : 66%|██████▌ | 3519/5335 [00:41<00:24, 75.58it/s] 3519 25.8527 : 66%|██████▌ | 3519/5335 [00:41<00:24, 75.58it/s] 3519 25.8527 : 66%|██████▌ | 3528/5335 [00:41<00:23, 78.39it/s] 3519 25.8527 : 66%|██████▋ | 3538/5335 [00:41<00:21, 82.96it/s] 3539 25.9688 : 66%|██████▋ | 3538/5335 [00:41<00:21, 82.96it/s] 3539 25.9688 : 67%|██████▋ | 3548/5335 [00:41<00:20, 87.41it/s] 3539 25.9688 : 67%|██████▋ | 3559/5335 [00:41<00:19, 91.84it/s] 3559 26.5650 : 67%|██████▋ | 3559/5335 [00:41<00:19, 91.84it/s] 3559 26.5650 : 67%|██████▋ | 3570/5335 [00:41<00:18, 95.22it/s] 3579 26.7421 : 67%|██████▋ | 3570/5335 [00:41<00:18, 95.22it/s] 3579 26.7421 : 67%|██████▋ | 3581/5335 [00:41<00:18, 97.00it/s] 3579 26.7421 : 67%|██████▋ | 3591/5335 [00:41<00:17, 97.49it/s] 3599 24.7238 : 67%|██████▋ | 3591/5335 [00:41<00:17, 97.49it/s] 3599 24.7238 : 67%|██████▋ | 3601/5335 [00:41<00:17, 96.38it/s] 3599 24.7238 : 68%|██████▊ | 3611/5335 [00:42<00:18, 91.35it/s] 3619 24.8739 : 68%|██████▊ | 3611/5335 [00:42<00:18, 91.35it/s] 3619 24.8739 : 68%|██████▊ | 3621/5335 [00:42<00:20, 82.40it/s] 3619 24.8739 : 68%|██████▊ | 3630/5335 [00:42<00:23, 72.94it/s] 3619 24.8739 : 68%|██████▊ | 3638/5335 [00:42<00:25, 65.35it/s] 3639 24.0872 : 68%|██████▊ | 3638/5335 [00:42<00:25, 65.35it/s] 3639 24.0872 : 68%|██████▊ | 3645/5335 [00:42<00:27, 62.44it/s] 3639 24.0872 : 68%|██████▊ | 3652/5335 [00:42<00:27, 61.85it/s] 3639 24.0872 : 69%|██████▊ | 3659/5335 [00:42<00:26, 63.08it/s] 3659 19.7225 : 69%|██████▊ | 3659/5335 [00:42<00:26, 63.08it/s] 3659 19.7225 : 69%|██████▊ | 3667/5335 [00:42<00:25, 66.23it/s] 3659 19.7225 : 69%|██████▉ | 3674/5335 [00:43<00:24, 67.19it/s] 3679 27.3200 : 69%|██████▉ | 3674/5335 [00:43<00:24, 67.19it/s] 3679 27.3200 : 69%|██████▉ | 3682/5335 [00:43<00:23, 69.01it/s] 3679 27.3200 : 69%|██████▉ | 3691/5335 [00:43<00:22, 72.97it/s] 3699 23.3585 : 69%|██████▉ | 3691/5335 [00:43<00:22, 72.97it/s] 3699 23.3585 : 69%|██████▉ | 3700/5335 [00:43<00:21, 76.65it/s] 3699 23.3585 : 70%|██████▉ | 3709/5335 [00:43<00:20, 80.10it/s] 3699 23.3585 : 70%|██████▉ | 3718/5335 [00:43<00:19, 82.45it/s] 3719 26.8382 : 70%|██████▉ | 3718/5335 [00:43<00:19, 82.45it/s] 3719 26.8382 : 70%|██████▉ | 3727/5335 [00:43<00:19, 83.45it/s] 3719 26.8382 : 70%|███████ | 3736/5335 [00:43<00:18, 84.66it/s] 3739 26.0736 : 70%|███████ | 3736/5335 [00:43<00:18, 84.66it/s] 3739 26.0736 : 70%|███████ | 3745/5335 [00:43<00:18, 85.25it/s] 3739 26.0736 : 70%|███████ | 3754/5335 [00:44<00:18, 83.36it/s] 3759 23.5843 : 70%|███████ | 3754/5335 [00:44<00:18, 83.36it/s] 3759 23.5843 : 71%|███████ | 3763/5335 [00:44<00:20, 78.52it/s] 3759 23.5843 : 71%|███████ | 3771/5335 [00:44<00:21, 71.91it/s] 3759 23.5843 : 71%|███████ | 3779/5335 [00:44<00:24, 64.51it/s] 3779 24.3577 : 71%|███████ | 3779/5335 [00:44<00:24, 64.51it/s] 3779 24.3577 : 71%|███████ | 3786/5335 [00:44<00:26, 58.57it/s] 3779 24.3577 : 71%|███████ | 3793/5335 [00:44<00:28, 54.89it/s] 3779 24.3577 : 71%|███████ | 3799/5335 [00:44<00:28, 53.31it/s] 3799 23.6713 : 71%|███████ | 3799/5335 [00:44<00:28, 53.31it/s] 3799 23.6713 : 71%|███████▏ | 3805/5335 [00:44<00:28, 52.90it/s] 3799 23.6713 : 71%|███████▏ | 3811/5335 [00:45<00:28, 54.19it/s] 3799 23.6713 : 72%|███████▏ | 3819/5335 [00:45<00:25, 59.93it/s] 3819 20.0438 : 72%|███████▏ | 3819/5335 [00:45<00:25, 59.93it/s] 3819 20.0438 : 72%|███████▏ | 3828/5335 [00:45<00:22, 66.36it/s] 3819 20.0438 : 72%|███████▏ | 3837/5335 [00:45<00:20, 71.51it/s] 3839 24.2897 : 72%|███████▏ | 3837/5335 [00:45<00:20, 71.51it/s] 3839 24.2897 : 72%|███████▏ | 3848/5335 [00:45<00:18, 80.07it/s] 3859 24.3734 : 72%|███████▏ | 3848/5335 [00:45<00:18, 80.07it/s] 3859 24.3734 : 72%|███████▏ | 3860/5335 [00:45<00:16, 89.30it/s] 3859 24.3734 : 73%|███████▎ | 3873/5335 [00:45<00:14, 98.83it/s] 3879 21.6806 : 73%|███████▎ | 3873/5335 [00:45<00:14, 98.83it/s] 3879 21.6806 : 73%|███████▎ | 3886/5335 [00:45<00:13, 105.47it/s] 3879 21.6806 : 73%|███████▎ | 3898/5335 [00:45<00:13, 109.44it/s] 3899 25.2826 : 73%|███████▎ | 3898/5335 [00:45<00:13, 109.44it/s] 3899 25.2826 : 73%|███████▎ | 3910/5335 [00:46<00:12, 111.17it/s] 3919 20.5893 : 73%|███████▎ | 3910/5335 [00:46<00:12, 111.17it/s] 3919 20.5893 : 74%|███████▎ | 3922/5335 [00:46<00:12, 111.76it/s] 3919 20.5893 : 74%|███████▎ | 3934/5335 [00:46<00:12, 108.15it/s] 3939 21.0197 : 74%|███████▎ | 3934/5335 [00:46<00:12, 108.15it/s] 3939 21.0197 : 74%|███████▍ | 3945/5335 [00:46<00:13, 101.24it/s] 3939 21.0197 : 74%|███████▍ | 3956/5335 [00:46<00:14, 94.20it/s] 3959 23.7227 : 74%|███████▍ | 3956/5335 [00:46<00:14, 94.20it/s] 3959 23.7227 : 74%|███████▍ | 3966/5335 [00:46<00:14, 91.65it/s] 3959 23.7227 : 75%|███████▍ | 3976/5335 [00:46<00:14, 93.16it/s] 3979 27.1013 : 75%|███████▍ | 3976/5335 [00:46<00:14, 93.16it/s] 3979 27.1013 : 75%|███████▍ | 3987/5335 [00:46<00:14, 95.38it/s] 3979 27.1013 : 75%|███████▍ | 3999/5335 [00:46<00:13, 101.00it/s] 3999 25.4832 : 75%|███████▍ | 3999/5335 [00:46<00:13, 101.00it/s] 3999 25.4832 : 75%|███████▌ | 4013/5335 [00:47<00:11, 110.27it/s] 4019 25.0847 : 75%|███████▌ | 4013/5335 [00:47<00:11, 110.27it/s] 4019 25.0847 : 76%|███████▌ | 4028/5335 [00:47<00:10, 119.67it/s] 4039 22.8183 : 76%|███████▌ | 4028/5335 [00:47<00:10, 119.67it/s] 4039 22.8183 : 76%|███████▌ | 4043/5335 [00:47<00:10, 125.95it/s] 4039 22.8183 : 76%|███████▌ | 4057/5335 [00:47<00:09, 129.54it/s] 4059 25.5441 : 76%|███████▌ | 4057/5335 [00:47<00:09, 129.54it/s] 4059 25.5441 : 76%|███████▋ | 4071/5335 [00:47<00:09, 131.96it/s] 4079 23.7221 : 76%|███████▋ | 4071/5335 [00:47<00:09, 131.96it/s] 4079 23.7221 : 77%|███████▋ | 4085/5335 [00:47<00:09, 128.90it/s] 4079 23.7221 : 77%|███████▋ | 4098/5335 [00:47<00:10, 120.85it/s] 4099 23.0498 : 77%|███████▋ | 4098/5335 [00:47<00:10, 120.85it/s] 4099 23.0498 : 77%|███████▋ | 4111/5335 [00:47<00:10, 113.08it/s] 4119 25.8123 : 77%|███████▋ | 4111/5335 [00:47<00:10, 113.08it/s] 4119 25.8123 : 77%|███████▋ | 4123/5335 [00:47<00:11, 106.28it/s] 4119 25.8123 : 77%|███████▋ | 4134/5335 [00:48<00:11, 104.09it/s] 4139 25.4159 : 77%|███████▋ | 4134/5335 [00:48<00:11, 104.09it/s] 4139 25.4159 : 78%|███████▊ | 4145/5335 [00:48<00:11, 103.59it/s] 4139 25.4159 : 78%|███████▊ | 4158/5335 [00:48<00:10, 108.50it/s] 4159 24.0560 : 78%|███████▊ | 4158/5335 [00:48<00:10, 108.50it/s] 4159 24.0560 : 78%|███████▊ | 4172/5335 [00:48<00:10, 115.86it/s] 4179 26.9846 : 78%|███████▊ | 4172/5335 [00:48<00:10, 115.86it/s] 4179 26.9846 : 78%|███████▊ | 4186/5335 [00:48<00:09, 121.81it/s] 4199 24.7089 : 78%|███████▊ | 4186/5335 [00:48<00:09, 121.81it/s] 4199 24.7089 : 79%|███████▊ | 4200/5335 [00:48<00:09, 125.39it/s] 4199 24.7089 : 79%|███████▉ | 4214/5335 [00:48<00:08, 127.48it/s] 4219 25.1629 : 79%|███████▉ | 4214/5335 [00:48<00:08, 127.48it/s] 4219 25.1629 : 79%|███████▉ | 4227/5335 [00:48<00:08, 127.63it/s] 4239 24.8837 : 79%|███████▉ | 4227/5335 [00:48<00:08, 127.63it/s] 4239 24.8837 : 79%|███████▉ | 4240/5335 [00:48<00:08, 122.47it/s] 4239 24.8837 : 80%|███████▉ | 4253/5335 [00:49<00:09, 112.81it/s] 4259 25.1329 : 80%|███████▉ | 4253/5335 [00:49<00:09, 112.81it/s] 4259 25.1329 : 80%|███████▉ | 4265/5335 [00:49<00:10, 106.13it/s] 4259 25.1329 : 80%|████████ | 4276/5335 [00:49<00:10, 98.72it/s] 4279 26.0796 : 80%|████████ | 4276/5335 [00:49<00:10, 98.72it/s] 4279 26.0796 : 80%|████████ | 4287/5335 [00:49<00:11, 94.23it/s] 4279 26.0796 : 81%|████████ | 4297/5335 [00:49<00:10, 94.42it/s] 4299 24.2843 : 81%|████████ | 4297/5335 [00:49<00:10, 94.42it/s] 4299 24.2843 : 81%|████████ | 4308/5335 [00:49<00:10, 97.31it/s] 4319 25.5379 : 81%|████████ | 4308/5335 [00:49<00:10, 97.31it/s] 4319 25.5379 : 81%|████████ | 4320/5335 [00:49<00:09, 102.21it/s] 4319 25.5379 : 81%|████████ | 4332/5335 [00:49<00:09, 106.14it/s] 4339 24.5889 : 81%|████████ | 4332/5335 [00:49<00:09, 106.14it/s] 4339 24.5889 : 81%|████████▏ | 4344/5335 [00:50<00:09, 108.79it/s] 4339 24.5889 : 82%|████████▏ | 4356/5335 [00:50<00:08, 110.70it/s] 4359 25.8527 : 82%|████████▏ | 4356/5335 [00:50<00:08, 110.70it/s] 4359 25.8527 : 82%|████████▏ | 4368/5335 [00:50<00:08, 110.94it/s] 4379 24.0696 : 82%|████████▏ | 4368/5335 [00:50<00:08, 110.94it/s] 4379 24.0696 : 82%|████████▏ | 4380/5335 [00:50<00:08, 110.00it/s] 4379 24.0696 : 82%|████████▏ | 4392/5335 [00:50<00:09, 104.25it/s] 4399 24.1772 : 82%|████████▏ | 4392/5335 [00:50<00:09, 104.25it/s] 4399 24.1772 : 83%|████████▎ | 4403/5335 [00:50<00:09, 95.59it/s] 4399 24.1772 : 83%|████████▎ | 4413/5335 [00:50<00:10, 89.54it/s] 4419 18.7792 : 83%|████████▎ | 4413/5335 [00:50<00:10, 89.54it/s] 4419 18.7792 : 83%|████████▎ | 4423/5335 [00:50<00:10, 88.90it/s] 4419 18.7792 : 83%|████████▎ | 4436/5335 [00:50<00:09, 98.47it/s] 4439 27.8048 : 83%|████████▎ | 4436/5335 [00:50<00:09, 98.47it/s] 4439 27.8048 : 83%|████████▎ | 4450/5335 [00:51<00:08, 108.48it/s] 4459 23.8243 : 83%|████████▎ | 4450/5335 [00:51<00:08, 108.48it/s] 4459 23.8243 : 84%|████████▎ | 4466/5335 [00:51<00:07, 120.89it/s] 4479 26.7729 : 84%|████████▎ | 4466/5335 [00:51<00:07, 120.89it/s] 4479 26.7729 : 84%|████████▍ | 4483/5335 [00:51<00:06, 132.59it/s] 4499 25.8996 : 84%|████████▍ | 4483/5335 [00:51<00:06, 132.59it/s] 4499 25.8996 : 84%|████████▍ | 4500/5335 [00:51<00:05, 140.87it/s] 4499 25.8996 : 85%|████████▍ | 4516/5335 [00:51<00:05, 146.01it/s] 4519 25.3344 : 85%|████████▍ | 4516/5335 [00:51<00:05, 146.01it/s] 4519 25.3344 : 85%|████████▍ | 4532/5335 [00:51<00:05, 147.97it/s] 4539 24.7799 : 85%|████████▍ | 4532/5335 [00:51<00:05, 147.97it/s] 4539 24.7799 : 85%|████████▌ | 4547/5335 [00:51<00:05, 143.95it/s] 4559 24.2982 : 85%|████████▌ | 4547/5335 [00:51<00:05, 143.95it/s] 4559 24.2982 : 86%|████████▌ | 4562/5335 [00:51<00:05, 131.95it/s] 4559 24.2982 : 86%|████████▌ | 4576/5335 [00:51<00:05, 128.35it/s] 4579 22.9124 : 86%|████████▌ | 4576/5335 [00:51<00:05, 128.35it/s] 4579 22.9124 : 86%|████████▌ | 4592/5335 [00:52<00:05, 136.07it/s] 4599 25.2750 : 86%|████████▌ | 4592/5335 [00:52<00:05, 136.07it/s] 4599 25.2750 : 86%|████████▋ | 4610/5335 [00:52<00:04, 146.81it/s] 4619 25.6227 : 86%|████████▋ | 4610/5335 [00:52<00:04, 146.81it/s] 4619 25.6227 : 87%|████████▋ | 4630/5335 [00:52<00:04, 160.78it/s] 4639 26.5839 : 87%|████████▋ | 4630/5335 [00:52<00:04, 160.78it/s] 4639 26.5839 : 87%|████████▋ | 4650/5335 [00:52<00:04, 169.73it/s] 4659 25.9116 : 87%|████████▋ | 4650/5335 [00:52<00:04, 169.73it/s] 4659 25.9116 : 88%|████████▊ | 4669/5335 [00:52<00:03, 175.37it/s] 4679 24.2892 : 88%|████████▊ | 4669/5335 [00:52<00:03, 175.37it/s] 4679 24.2892 : 88%|████████▊ | 4688/5335 [00:52<00:03, 177.92it/s] 4699 24.8238 : 88%|████████▊ | 4688/5335 [00:52<00:03, 177.92it/s] 4699 24.8238 : 88%|████████▊ | 4706/5335 [00:52<00:03, 170.64it/s] 4719 26.1178 : 88%|████████▊ | 4706/5335 [00:52<00:03, 170.64it/s] 4719 26.1178 : 89%|████████▊ | 4724/5335 [00:52<00:03, 160.07it/s] 4739 27.9143 : 89%|████████▊ | 4724/5335 [00:52<00:03, 160.07it/s] 4739 27.9143 : 89%|████████▉ | 4741/5335 [00:52<00:04, 136.52it/s] 4739 27.9143 : 89%|████████▉ | 4756/5335 [00:53<00:04, 128.23it/s] 4759 26.5264 : 89%|████████▉ | 4756/5335 [00:53<00:04, 128.23it/s] 4759 26.5264 : 89%|████████▉ | 4770/5335 [00:53<00:04, 127.02it/s] 4779 26.7099 : 89%|████████▉ | 4770/5335 [00:53<00:04, 127.02it/s] 4779 26.7099 : 90%|████████▉ | 4784/5335 [00:53<00:04, 128.54it/s] 4779 26.7099 : 90%|████████▉ | 4798/5335 [00:53<00:04, 129.96it/s] 4799 25.3348 : 90%|████████▉ | 4798/5335 [00:53<00:04, 129.96it/s] 4799 25.3348 : 90%|█████████ | 4812/5335 [00:53<00:03, 130.96it/s] 4819 25.1580 : 90%|█████████ | 4812/5335 [00:53<00:03, 130.96it/s] 4819 25.1580 : 90%|█████████ | 4826/5335 [00:53<00:03, 130.52it/s] 4839 25.2131 : 90%|█████████ | 4826/5335 [00:53<00:03, 130.52it/s] 4839 25.2131 : 91%|█████████ | 4840/5335 [00:53<00:03, 127.29it/s] 4839 25.2131 : 91%|█████████ | 4853/5335 [00:53<00:04, 118.79it/s] 4859 24.8576 : 91%|█████████ | 4853/5335 [00:53<00:04, 118.79it/s] 4859 24.8576 : 91%|█████████ | 4866/5335 [00:54<00:04, 108.01it/s] 4859 24.8576 : 91%|█████████▏| 4878/5335 [00:54<00:04, 102.07it/s] 4879 24.9813 : 91%|█████████▏| 4878/5335 [00:54<00:04, 102.07it/s] 4879 24.9813 : 92%|█████████▏| 4889/5335 [00:54<00:04, 93.78it/s] 4879 24.9813 : 92%|█████████▏| 4899/5335 [00:54<00:04, 90.27it/s] 4899 24.6033 : 92%|█████████▏| 4899/5335 [00:54<00:04, 90.27it/s] 4899 24.6033 : 92%|█████████▏| 4909/5335 [00:54<00:04, 90.99it/s] 4899 24.6033 : 92%|█████████▏| 4919/5335 [00:54<00:04, 93.30it/s] 4919 24.1499 : 92%|█████████▏| 4919/5335 [00:54<00:04, 93.30it/s] 4919 24.1499 : 92%|█████████▏| 4930/5335 [00:54<00:04, 95.75it/s] 4939 24.9934 : 92%|█████████▏| 4930/5335 [00:54<00:04, 95.75it/s] 4939 24.9934 : 93%|█████████▎| 4940/5335 [00:54<00:04, 96.83it/s] 4939 24.9934 : 93%|█████████▎| 4951/5335 [00:54<00:03, 99.44it/s] 4959 23.9928 : 93%|█████████▎| 4951/5335 [00:55<00:03, 99.44it/s] 4959 23.9928 : 93%|█████████▎| 4962/5335 [00:55<00:03, 100.71it/s] 4959 23.9928 : 93%|█████████▎| 4973/5335 [00:55<00:03, 100.88it/s] 4979 24.6053 : 93%|█████████▎| 4973/5335 [00:55<00:03, 100.88it/s] 4979 24.6053 : 93%|█████████▎| 4984/5335 [00:55<00:03, 96.81it/s] 4979 24.6053 : 94%|█████████▎| 4994/5335 [00:55<00:03, 89.95it/s] 4999 24.9791 : 94%|█████████▎| 4994/5335 [00:55<00:03, 89.95it/s] 4999 24.9791 : 94%|█████████▍| 5004/5335 [00:55<00:04, 81.92it/s] 4999 24.9791 : 94%|█████████▍| 5013/5335 [00:55<00:04, 75.82it/s] 5019 25.1175 : 94%|█████████▍| 5013/5335 [00:55<00:04, 75.82it/s] 5019 25.1175 : 94%|█████████▍| 5021/5335 [00:55<00:04, 70.74it/s] 5019 25.1175 : 94%|█████████▍| 5029/5335 [00:55<00:04, 68.68it/s] 5019 25.1175 : 94%|█████████▍| 5039/5335 [00:56<00:03, 75.45it/s] 5039 27.5497 : 94%|█████████▍| 5039/5335 [00:56<00:03, 75.45it/s] 5039 27.5497 : 95%|█████████▍| 5050/5335 [00:56<00:03, 82.49it/s] 5059 25.4145 : 95%|█████████▍| 5050/5335 [00:56<00:03, 82.49it/s] 5059 25.4145 : 95%|█████████▍| 5062/5335 [00:56<00:02, 91.14it/s] 5059 25.4145 : 95%|█████████▌| 5075/5335 [00:56<00:02, 100.02it/s] 5079 26.6469 : 95%|█████████▌| 5075/5335 [00:56<00:02, 100.02it/s] 5079 26.6469 : 95%|█████████▌| 5088/5335 [00:56<00:02, 107.68it/s] 5099 27.8851 : 95%|█████████▌| 5088/5335 [00:56<00:02, 107.68it/s] 5099 27.8851 : 96%|█████████▌| 5101/5335 [00:56<00:02, 113.16it/s] 5099 27.8851 : 96%|█████████▌| 5114/5335 [00:56<00:01, 117.56it/s] 5119 26.5010 : 96%|█████████▌| 5114/5335 [00:56<00:01, 117.56it/s] 5119 26.5010 : 96%|█████████▌| 5127/5335 [00:56<00:01, 119.48it/s] 5139 24.4466 : 96%|█████████▌| 5127/5335 [00:56<00:01, 119.48it/s] 5139 24.4466 : 96%|█████████▋| 5140/5335 [00:56<00:01, 116.40it/s] 5139 24.4466 : 97%|█████████▋| 5152/5335 [00:57<00:01, 108.78it/s] 5159 24.9924 : 97%|█████████▋| 5152/5335 [00:57<00:01, 108.78it/s] 5159 24.9924 : 97%|█████████▋| 5164/5335 [00:57<00:01, 99.70it/s] 5159 24.9924 : 97%|█████████▋| 5175/5335 [00:57<00:01, 92.12it/s] 5179 25.8780 : 97%|█████████▋| 5175/5335 [00:57<00:01, 92.12it/s] 5179 25.8780 : 97%|█████████▋| 5185/5335 [00:57<00:01, 90.72it/s] 5179 25.8780 : 97%|█████████▋| 5197/5335 [00:57<00:01, 97.67it/s] 5199 27.1586 : 97%|█████████▋| 5197/5335 [00:57<00:01, 97.67it/s] 5199 27.1586 : 98%|█████████▊| 5211/5335 [00:57<00:01, 106.94it/s] 5219 26.3455 : 98%|█████████▊| 5211/5335 [00:57<00:01, 106.94it/s] 5219 26.3455 : 98%|█████████▊| 5226/5335 [00:57<00:00, 117.38it/s] 5239 27.0302 : 98%|█████████▊| 5226/5335 [00:57<00:00, 117.38it/s] 5239 27.0302 : 98%|█████████▊| 5242/5335 [00:57<00:00, 127.24it/s] 5239 27.0302 : 99%|█████████▊| 5258/5335 [00:57<00:00, 134.99it/s] 5259 26.0070 : 99%|█████████▊| 5258/5335 [00:58<00:00, 134.99it/s] 5259 26.0070 : 99%|█████████▉| 5274/5335 [00:58<00:00, 140.71it/s] 5279 24.9669 : 99%|█████████▉| 5274/5335 [00:58<00:00, 140.71it/s] 5279 24.9669 : 99%|█████████▉| 5289/5335 [00:58<00:00, 140.97it/s] 5299 25.1446 : 99%|█████████▉| 5289/5335 [00:58<00:00, 140.97it/s] 5299 25.1446 : 99%|█████████▉| 5304/5335 [00:58<00:00, 135.41it/s] 5299 25.1446 : 100%|█████████▉| 5318/5335 [00:58<00:00, 124.45it/s] 5319 24.7313 : 100%|█████████▉| 5318/5335 [00:58<00:00, 124.45it/s] 5319 24.7313 : 100%|█████████▉| 5331/5335 [00:58<00:00, 115.46it/s] 5319 24.7313 : 100%|██████████| 5335/5335 [00:58<00:00, 91.00it/s] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 1 epoch_size: 26671680 batches_per_epoch: 5335 batch_size: 5000 optim_type: 'ray' 0%| | 0/5335 [00:00<?, ?it/s] 0%| | 3/5335 [00:00<03:02, 29.23it/s] 0%| | 6/5335 [00:00<03:13, 27.49it/s] 0%| | 11/5335 [00:00<02:30, 35.43it/s] 0%| | 16/5335 [00:00<02:11, 40.50it/s] 5354 19.5023 : 0%| | 16/5335 [00:00<02:11, 40.50it/s] 5354 19.5023 : 0%| | 22/5335 [00:00<01:58, 44.87it/s] 5354 19.5023 : 1%| | 28/5335 [00:00<01:52, 47.21it/s] 5354 19.5023 : 1%| | 34/5335 [00:00<01:47, 49.42it/s] 5374 22.0903 : 1%| | 34/5335 [00:00<01:47, 49.42it/s] 5374 22.0903 : 1%| | 41/5335 [00:00<01:38, 53.69it/s] 5374 22.0903 : 1%| | 49/5335 [00:00<01:29, 59.19it/s] 5374 22.0903 : 1%| | 57/5335 [00:01<01:21, 65.06it/s] 5394 22.4892 : 1%| | 57/5335 [00:01<01:21, 65.06it/s] 5394 22.4892 : 1%| | 65/5335 [00:01<01:16, 68.99it/s] 5394 22.4892 : 1%|▏ | 73/5335 [00:01<01:12, 72.11it/s] 5414 22.9025 : 1%|▏ | 73/5335 [00:01<01:12, 72.11it/s] 5414 22.9025 : 2%|▏ | 82/5335 [00:01<01:10, 74.77it/s] 5414 22.9025 : 2%|▏ | 91/5335 [00:01<01:08, 76.74it/s] 5434 22.8703 : 2%|▏ | 91/5335 [00:01<01:08, 76.74it/s] 5434 22.8703 : 2%|▏ | 100/5335 [00:01<01:07, 77.73it/s] 5434 22.8703 : 2%|▏ | 109/5335 [00:01<01:06, 79.05it/s] 5434 22.8703 : 2%|▏ | 117/5335 [00:01<01:06, 78.03it/s] 5454 21.3939 : 2%|▏ | 117/5335 [00:01<01:06, 78.03it/s] 5454 21.3939 : 2%|▏ | 125/5335 [00:01<01:09, 74.59it/s] 5454 21.3939 : 2%|▏ | 133/5335 [00:02<01:14, 69.71it/s] 5474 21.1332 : 2%|▏ | 133/5335 [00:02<01:14, 69.71it/s] 5474 21.1332 : 3%|▎ | 141/5335 [00:02<01:19, 65.04it/s] 5474 21.1332 : 3%|▎ | 148/5335 [00:02<01:24, 61.62it/s] 5474 21.1332 : 3%|▎ | 155/5335 [00:02<01:24, 61.60it/s] 5494 22.5178 : 3%|▎ | 155/5335 [00:02<01:24, 61.60it/s] 5494 22.5178 : 3%|▎ | 162/5335 [00:02<01:23, 62.08it/s] 5494 22.5178 : 3%|▎ | 169/5335 [00:02<01:23, 62.03it/s] 5494 22.5178 : 3%|▎ | 176/5335 [00:02<01:21, 62.99it/s] 5514 25.1444 : 3%|▎ | 176/5335 [00:02<01:21, 62.99it/s] 5514 25.1444 : 3%|▎ | 183/5335 [00:02<01:19, 64.56it/s] 5514 25.1444 : 4%|▎ | 191/5335 [00:03<01:16, 67.40it/s] 5534 22.9705 : 4%|▎ | 191/5335 [00:03<01:16, 67.40it/s] 5534 22.9705 : 4%|▎ | 200/5335 [00:03<01:10, 72.66it/s] 5534 22.9705 : 4%|▍ | 210/5335 [00:03<01:04, 79.93it/s] 5554 24.5430 : 4%|▍ | 210/5335 [00:03<01:04, 79.93it/s] 5554 24.5430 : 4%|▍ | 221/5335 [00:03<00:59, 86.13it/s] 5554 24.5430 : 4%|▍ | 232/5335 [00:03<00:56, 90.42it/s] 5574 26.6955 : 4%|▍ | 232/5335 [00:03<00:56, 90.42it/s] 5574 26.6955 : 5%|▍ | 242/5335 [00:03<00:55, 91.99it/s] 5574 26.6955 : 5%|▍ | 252/5335 [00:03<00:54, 93.86it/s] 5594 25.3195 : 5%|▍ | 252/5335 [00:03<00:54, 93.86it/s] 5594 25.3195 : 5%|▍ | 263/5335 [00:03<00:52, 96.03it/s] 5594 25.3195 : 5%|▌ | 273/5335 [00:03<00:53, 94.43it/s] 5614 24.9697 : 5%|▌ | 273/5335 [00:03<00:53, 94.43it/s] 5614 24.9697 : 5%|▌ | 283/5335 [00:04<00:57, 88.23it/s] 5614 24.9697 : 5%|▌ | 292/5335 [00:04<01:01, 82.39it/s] 5634 24.3198 : 5%|▌ | 292/5335 [00:04<01:01, 82.39it/s] 5634 24.3198 : 6%|▌ | 301/5335 [00:04<01:05, 77.40it/s] 5634 24.3198 : 6%|▌ | 309/5335 [00:04<01:08, 73.43it/s] 5634 24.3198 : 6%|▌ | 317/5335 [00:04<01:14, 67.22it/s] 5654 24.8458 : 6%|▌ | 317/5335 [00:04<01:14, 67.22it/s] 5654 24.8458 : 6%|▌ | 324/5335 [00:04<01:17, 64.34it/s] 5654 24.8458 : 6%|▌ | 331/5335 [00:04<01:18, 63.40it/s] 5654 24.8458 : 6%|▋ | 338/5335 [00:04<01:18, 63.45it/s] 5674 24.1731 : 6%|▋ | 338/5335 [00:04<01:18, 63.45it/s] 5674 24.1731 : 6%|▋ | 346/5335 [00:05<01:15, 66.37it/s] 5674 24.1731 : 7%|▋ | 355/5335 [00:05<01:09, 71.52it/s] 5694 26.9016 : 7%|▋ | 355/5335 [00:05<01:09, 71.52it/s] 5694 26.9016 : 7%|▋ | 365/5335 [00:05<01:03, 78.23it/s] 5694 26.9016 : 7%|▋ | 375/5335 [00:05<00:59, 83.66it/s] 5714 23.6531 : 7%|▋ | 375/5335 [00:05<00:59, 83.66it/s] 5714 23.6531 : 7%|▋ | 385/5335 [00:05<00:57, 86.83it/s] 5714 23.6531 : 7%|▋ | 395/5335 [00:05<00:55, 88.86it/s] 5734 25.7088 : 7%|▋ | 395/5335 [00:05<00:55, 88.86it/s] 5734 25.7088 : 8%|▊ | 405/5335 [00:05<00:55, 89.61it/s] 5734 25.7088 : 8%|▊ | 415/5335 [00:05<00:54, 90.66it/s] 5754 24.9477 : 8%|▊ | 415/5335 [00:05<00:54, 90.66it/s] 5754 24.9477 : 8%|▊ | 425/5335 [00:05<00:55, 88.73it/s] 5754 24.9477 : 8%|▊ | 434/5335 [00:05<00:58, 83.47it/s] 5774 24.3233 : 8%|▊ | 434/5335 [00:06<00:58, 83.47it/s] 5774 24.3233 : 8%|▊ | 443/5335 [00:06<01:02, 77.96it/s] 5774 24.3233 : 8%|▊ | 451/5335 [00:06<01:06, 73.93it/s] 5774 24.3233 : 9%|▊ | 459/5335 [00:06<01:09, 69.86it/s] 5794 18.7561 : 9%|▊ | 459/5335 [00:06<01:09, 69.86it/s] 5794 18.7561 : 9%|▉ | 467/5335 [00:06<01:20, 60.36it/s] 5794 18.7561 : 9%|▉ | 474/5335 [00:06<01:29, 54.42it/s] 5814 22.5768 : 9%|▉ | 474/5335 [00:06<01:29, 54.42it/s] 5814 22.5768 : 9%|▉ | 480/5335 [00:06<01:32, 52.27it/s] 5814 22.5768 : 9%|▉ | 486/5335 [00:06<01:34, 51.54it/s] 5814 22.5768 : 9%|▉ | 492/5335 [00:07<01:34, 51.48it/s] 5814 22.5768 : 9%|▉ | 498/5335 [00:07<01:30, 53.43it/s] 5834 25.0249 : 9%|▉ | 498/5335 [00:07<01:30, 53.43it/s] 5834 25.0249 : 9%|▉ | 505/5335 [00:07<01:25, 56.63it/s] 5834 25.0249 : 10%|▉ | 513/5335 [00:07<01:18, 61.26it/s] 5854 26.6588 : 10%|▉ | 513/5335 [00:07<01:18, 61.26it/s] 5854 26.6588 : 10%|▉ | 521/5335 [00:07<01:13, 65.44it/s] 5854 26.6588 : 10%|▉ | 529/5335 [00:07<01:10, 68.65it/s] 5854 26.6588 : 10%|█ | 537/5335 [00:07<01:07, 70.70it/s] 5874 25.4218 : 10%|█ | 537/5335 [00:07<01:07, 70.70it/s] 5874 25.4218 : 10%|█ | 545/5335 [00:07<01:06, 71.94it/s] 5874 25.4218 : 10%|█ | 553/5335 [00:07<01:05, 72.79it/s] 5894 24.7635 : 10%|█ | 553/5335 [00:08<01:05, 72.79it/s] 5894 24.7635 : 11%|█ | 561/5335 [00:08<01:04, 73.97it/s] 5894 24.7635 : 11%|█ | 569/5335 [00:08<01:04, 73.86it/s] 5894 24.7635 : 11%|█ | 577/5335 [00:08<01:06, 71.07it/s] 5914 24.6983 : 11%|█ | 577/5335 [00:08<01:06, 71.07it/s] 5914 24.6983 : 11%|█ | 585/5335 [00:08<01:11, 66.28it/s] 5914 24.6983 : 11%|█ | 592/5335 [00:08<01:15, 62.76it/s] 5914 24.6983 : 11%|█ | 599/5335 [00:08<01:21, 58.44it/s] 5934 23.6205 : 11%|█ | 599/5335 [00:08<01:21, 58.44it/s] 5934 23.6205 : 11%|█▏ | 605/5335 [00:08<01:24, 56.16it/s] 5934 23.6205 : 11%|█▏ | 611/5335 [00:08<01:25, 55.48it/s] 5934 23.6205 : 12%|█▏ | 617/5335 [00:09<01:27, 54.14it/s] 5954 24.0384 : 12%|█▏ | 617/5335 [00:09<01:27, 54.14it/s] 5954 24.0384 : 12%|█▏ | 623/5335 [00:09<01:28, 53.35it/s] 5954 24.0384 : 12%|█▏ | 629/5335 [00:09<01:29, 52.87it/s] 5954 24.0384 : 12%|█▏ | 635/5335 [00:09<01:28, 53.28it/s] 5974 26.3694 : 12%|█▏ | 635/5335 [00:09<01:28, 53.28it/s] 5974 26.3694 : 12%|█▏ | 641/5335 [00:09<01:26, 54.13it/s] 5974 26.3694 : 12%|█▏ | 648/5335 [00:09<01:20, 58.14it/s] 5974 26.3694 : 12%|█▏ | 656/5335 [00:09<01:14, 62.60it/s] 5994 26.1644 : 12%|█▏ | 656/5335 [00:09<01:14, 62.60it/s] 5994 26.1644 : 12%|█▏ | 665/5335 [00:09<01:08, 68.00it/s] 5994 26.1644 : 13%|█▎ | 674/5335 [00:09<01:04, 72.64it/s] 6014 25.1925 : 13%|█▎ | 674/5335 [00:09<01:04, 72.64it/s] 6014 25.1925 : 13%|█▎ | 683/5335 [00:10<01:01, 75.61it/s] 6014 25.1925 : 13%|█▎ | 692/5335 [00:10<00:59, 78.30it/s] 6034 26.0099 : 13%|█▎ | 692/5335 [00:10<00:59, 78.30it/s] 6034 26.0099 : 13%|█▎ | 701/5335 [00:10<00:58, 79.10it/s] 6034 26.0099 : 13%|█▎ | 710/5335 [00:10<00:57, 80.26it/s] 6034 26.0099 : 13%|█▎ | 719/5335 [00:10<00:57, 80.30it/s] 6054 24.1608 : 13%|█▎ | 719/5335 [00:10<00:57, 80.30it/s] 6054 24.1608 : 14%|█▎ | 728/5335 [00:10<00:59, 77.80it/s] 6054 24.1608 : 14%|█▍ | 736/5335 [00:10<01:02, 73.75it/s] 6074 25.3972 : 14%|█▍ | 736/5335 [00:10<01:02, 73.75it/s] 6074 25.3972 : 14%|█▍ | 744/5335 [00:10<01:06, 68.54it/s] 6074 25.3972 : 14%|█▍ | 751/5335 [00:10<01:12, 63.65it/s] 6074 25.3972 : 14%|█▍ | 758/5335 [00:11<01:14, 61.13it/s] 6094 24.3552 : 14%|█▍ | 758/5335 [00:11<01:14, 61.13it/s] 6094 24.3552 : 14%|█▍ | 765/5335 [00:11<01:15, 60.91it/s] 6094 24.3552 : 14%|█▍ | 772/5335 [00:11<01:14, 61.50it/s] 6094 24.3552 : 15%|█▍ | 779/5335 [00:11<01:11, 63.31it/s] 6114 25.6687 : 15%|█▍ | 779/5335 [00:11<01:11, 63.31it/s] 6114 25.6687 : 15%|█▍ | 786/5335 [00:11<01:10, 64.61it/s] 6114 25.6687 : 15%|█▍ | 794/5335 [00:11<01:07, 67.31it/s] 6134 26.6438 : 15%|█▍ | 794/5335 [00:11<01:07, 67.31it/s] 6134 26.6438 : 15%|█▌ | 803/5335 [00:11<01:01, 73.20it/s] 6134 26.6438 : 15%|█▌ | 813/5335 [00:11<00:56, 80.05it/s] 6154 26.9284 : 15%|█▌ | 813/5335 [00:11<00:56, 80.05it/s] 6154 26.9284 : 15%|█▌ | 824/5335 [00:11<00:51, 87.10it/s] 6154 26.9284 : 16%|█▌ | 834/5335 [00:12<00:49, 90.69it/s] 6174 27.0347 : 16%|█▌ | 834/5335 [00:12<00:49, 90.69it/s] 6174 27.0347 : 16%|█▌ | 845/5335 [00:12<00:47, 94.25it/s] 6174 27.0347 : 16%|█▌ | 856/5335 [00:12<00:46, 96.31it/s] 6194 25.7735 : 16%|█▌ | 856/5335 [00:12<00:46, 96.31it/s] 6194 25.7735 : 16%|█▋ | 867/5335 [00:12<00:45, 98.08it/s] 6194 25.7735 : 16%|█▋ | 877/5335 [00:12<00:46, 96.88it/s] 6214 26.7330 : 16%|█▋ | 877/5335 [00:12<00:46, 96.88it/s] 6214 26.7330 : 17%|█▋ | 887/5335 [00:12<00:48, 92.31it/s] 6214 26.7330 : 17%|█▋ | 897/5335 [00:12<00:52, 85.10it/s] 6234 25.4704 : 17%|█▋ | 897/5335 [00:12<00:52, 85.10it/s] 6234 25.4704 : 17%|█▋ | 906/5335 [00:12<00:56, 79.08it/s] 6234 25.4704 : 17%|█▋ | 915/5335 [00:13<00:58, 76.10it/s] 6254 26.7407 : 17%|█▋ | 915/5335 [00:13<00:58, 76.10it/s] 6254 26.7407 : 17%|█▋ | 925/5335 [00:13<00:54, 80.29it/s] 6254 26.7407 : 18%|█▊ | 936/5335 [00:13<00:51, 85.92it/s] 6274 26.9961 : 18%|█▊ | 936/5335 [00:13<00:51, 85.92it/s] 6274 26.9961 : 18%|█▊ | 947/5335 [00:13<00:48, 91.03it/s] 6294 26.0796 : 18%|█▊ | 947/5335 [00:13<00:48, 91.03it/s] 6294 26.0796 : 18%|█▊ | 960/5335 [00:13<00:43, 100.44it/s] 6294 26.0796 : 18%|█▊ | 974/5335 [00:13<00:39, 111.37it/s] 6314 26.7335 : 18%|█▊ | 974/5335 [00:13<00:39, 111.37it/s] 6314 26.7335 : 19%|█▊ | 988/5335 [00:13<00:36, 119.04it/s] 6334 26.9453 : 19%|█▊ | 988/5335 [00:13<00:36, 119.04it/s] 6334 26.9453 : 19%|█▉ | 1002/5335 [00:13<00:35, 123.64it/s] 6334 26.9453 : 19%|█▉ | 1016/5335 [00:13<00:34, 126.19it/s] 6354 26.1415 : 19%|█▉ | 1016/5335 [00:13<00:34, 126.19it/s] 6354 26.1415 : 19%|█▉ | 1029/5335 [00:13<00:34, 126.48it/s] 6374 25.6324 : 19%|█▉ | 1029/5335 [00:14<00:34, 126.48it/s] 6374 25.6324 : 20%|█▉ | 1042/5335 [00:14<00:35, 121.09it/s] 6374 25.6324 : 20%|█▉ | 1055/5335 [00:14<00:37, 113.13it/s] 6394 25.5065 : 20%|█▉ | 1055/5335 [00:14<00:37, 113.13it/s] 6394 25.5065 : 20%|██ | 1067/5335 [00:14<00:40, 105.10it/s] 6394 25.5065 : 20%|██ | 1078/5335 [00:14<00:47, 90.09it/s] 6414 23.6371 : 20%|██ | 1078/5335 [00:14<00:47, 90.09it/s] 6414 23.6371 : 20%|██ | 1088/5335 [00:14<00:50, 84.54it/s] 6414 23.6371 : 21%|██ | 1097/5335 [00:14<00:51, 81.87it/s] 6434 24.3917 : 21%|██ | 1097/5335 [00:14<00:51, 81.87it/s] 6434 24.3917 : 21%|██ | 1106/5335 [00:14<00:50, 83.40it/s] 6434 24.3917 : 21%|██ | 1116/5335 [00:14<00:48, 87.19it/s] 6454 26.5933 : 21%|██ | 1116/5335 [00:15<00:48, 87.19it/s] 6454 26.5933 : 21%|██ | 1127/5335 [00:15<00:45, 92.31it/s] 6454 26.5933 : 21%|██▏ | 1138/5335 [00:15<00:44, 95.34it/s] 6474 25.4309 : 21%|██▏ | 1138/5335 [00:15<00:44, 95.34it/s] 6474 25.4309 : 22%|██▏ | 1149/5335 [00:15<00:42, 97.70it/s] 6474 25.4309 : 22%|██▏ | 1159/5335 [00:15<00:42, 98.14it/s] 6494 25.9517 : 22%|██▏ | 1159/5335 [00:15<00:42, 98.14it/s] 6494 25.9517 : 22%|██▏ | 1170/5335 [00:15<00:42, 98.91it/s] 6514 23.9063 : 22%|██▏ | 1170/5335 [00:15<00:42, 98.91it/s] 6514 23.9063 : 22%|██▏ | 1180/5335 [00:15<00:42, 97.98it/s] 6514 23.9063 : 22%|██▏ | 1190/5335 [00:15<00:43, 95.06it/s] 6534 24.2616 : 22%|██▏ | 1190/5335 [00:15<00:43, 95.06it/s] 6534 24.2616 : 22%|██▏ | 1200/5335 [00:15<00:47, 87.90it/s] 6534 24.2616 : 23%|██▎ | 1209/5335 [00:15<00:50, 81.93it/s] 6534 24.2616 : 23%|██▎ | 1218/5335 [00:16<00:52, 77.83it/s] 6554 20.3641 : 23%|██▎ | 1218/5335 [00:16<00:52, 77.83it/s] 6554 20.3641 : 23%|██▎ | 1226/5335 [00:16<01:00, 68.39it/s] 6554 20.3641 : 23%|██▎ | 1234/5335 [00:16<01:05, 62.34it/s] 6574 24.9283 : 23%|██▎ | 1234/5335 [00:16<01:05, 62.34it/s] 6574 24.9283 : 23%|██▎ | 1241/5335 [00:16<01:09, 59.06it/s] 6574 24.9283 : 23%|██▎ | 1248/5335 [00:16<01:11, 56.84it/s] 6574 24.9283 : 24%|██▎ | 1255/5335 [00:16<01:10, 57.97it/s] 6594 25.4745 : 24%|██▎ | 1255/5335 [00:16<01:10, 57.97it/s] 6594 25.4745 : 24%|██▎ | 1262/5335 [00:16<01:07, 60.05it/s] 6594 25.4745 : 24%|██▍ | 1270/5335 [00:17<01:03, 63.97it/s] 6594 25.4745 : 24%|██▍ | 1278/5335 [00:17<00:59, 67.77it/s] 6614 26.1896 : 24%|██▍ | 1278/5335 [00:17<00:59, 67.77it/s] 6614 26.1896 : 24%|██▍ | 1286/5335 [00:17<00:57, 70.27it/s] 6614 26.1896 : 24%|██▍ | 1294/5335 [00:17<00:55, 72.74it/s] 6634 25.8018 : 24%|██▍ | 1294/5335 [00:17<00:55, 72.74it/s] 6634 25.8018 : 24%|██▍ | 1302/5335 [00:17<00:54, 73.95it/s] 6634 25.8018 : 25%|██▍ | 1310/5335 [00:17<00:53, 74.99it/s] 6634 25.8018 : 25%|██▍ | 1318/5335 [00:17<00:52, 76.24it/s] 6654 24.7436 : 25%|██▍ | 1318/5335 [00:17<00:52, 76.24it/s] 6654 24.7436 : 25%|██▍ | 1326/5335 [00:17<00:52, 76.32it/s] 6654 24.7436 : 25%|██▌ | 1334/5335 [00:17<00:53, 75.46it/s] 6674 26.8981 : 25%|██▌ | 1334/5335 [00:17<00:53, 75.46it/s] 6674 26.8981 : 25%|██▌ | 1342/5335 [00:17<00:55, 72.49it/s] 6674 26.8981 : 25%|██▌ | 1350/5335 [00:18<00:59, 66.95it/s] 6674 26.8981 : 25%|██▌ | 1357/5335 [00:18<01:03, 62.92it/s] 6694 23.8038 : 25%|██▌ | 1357/5335 [00:18<01:03, 62.92it/s] 6694 23.8038 : 26%|██▌ | 1364/5335 [00:18<01:07, 59.05it/s] 6694 23.8038 : 26%|██▌ | 1371/5335 [00:18<01:10, 56.62it/s] 6694 23.8038 : 26%|██▌ | 1377/5335 [00:18<01:10, 56.00it/s] 6714 22.8650 : 26%|██▌ | 1377/5335 [00:18<01:10, 56.00it/s] 6714 22.8650 : 26%|██▌ | 1383/5335 [00:18<01:09, 56.58it/s] 6714 22.8650 : 26%|██▌ | 1389/5335 [00:18<01:09, 56.93it/s] 6714 22.8650 : 26%|██▌ | 1396/5335 [00:18<01:07, 58.20it/s] 6734 25.1763 : 26%|██▌ | 1396/5335 [00:19<01:07, 58.20it/s] 6734 25.1763 : 26%|██▋ | 1403/5335 [00:19<01:04, 61.05it/s] 6734 25.1763 : 26%|██▋ | 1411/5335 [00:19<01:00, 64.46it/s] 6754 25.1504 : 26%|██▋ | 1411/5335 [00:19<01:00, 64.46it/s] 6754 25.1504 : 27%|██▋ | 1420/5335 [00:19<00:56, 69.34it/s] 6754 25.1504 : 27%|██▋ | 1429/5335 [00:19<00:53, 73.49it/s] 6754 25.1504 : 27%|██▋ | 1438/5335 [00:19<00:51, 75.54it/s] 6774 23.9517 : 27%|██▋ | 1438/5335 [00:19<00:51, 75.54it/s] 6774 23.9517 : 27%|██▋ | 1447/5335 [00:19<00:49, 78.14it/s] 6774 23.9517 : 27%|██▋ | 1456/5335 [00:19<00:48, 79.60it/s] 6794 24.9993 : 27%|██▋ | 1456/5335 [00:19<00:48, 79.60it/s] 6794 24.9993 : 27%|██▋ | 1465/5335 [00:19<00:48, 80.15it/s] 6794 24.9993 : 28%|██▊ | 1474/5335 [00:19<00:47, 80.77it/s] 6814 24.2611 : 28%|██▊ | 1474/5335 [00:20<00:47, 80.77it/s] 6814 24.2611 : 28%|██▊ | 1483/5335 [00:20<00:48, 79.91it/s] 6814 24.2611 : 28%|██▊ | 1491/5335 [00:20<00:48, 78.75it/s] 6814 24.2611 : 28%|██▊ | 1499/5335 [00:20<00:52, 73.54it/s] 6834 25.0018 : 28%|██▊ | 1499/5335 [00:20<00:52, 73.54it/s] 6834 25.0018 : 28%|██▊ | 1507/5335 [00:20<00:56, 67.27it/s] 6834 25.0018 : 28%|██▊ | 1514/5335 [00:20<01:01, 62.35it/s] 6854 23.0357 : 28%|██▊ | 1514/5335 [00:20<01:01, 62.35it/s] 6854 23.0357 : 29%|██▊ | 1521/5335 [00:20<01:03, 60.09it/s] 6854 23.0357 : 29%|██▊ | 1528/5335 [00:20<01:01, 61.85it/s] 6854 23.0357 : 29%|██▉ | 1537/5335 [00:20<00:56, 67.17it/s] 6874 26.4084 : 29%|██▉ | 1537/5335 [00:20<00:56, 67.17it/s] 6874 26.4084 : 29%|██▉ | 1546/5335 [00:21<00:53, 71.10it/s] 6874 26.4084 : 29%|██▉ | 1556/5335 [00:21<00:48, 77.48it/s] 6894 24.9899 : 29%|██▉ | 1556/5335 [00:21<00:48, 77.48it/s] 6894 24.9899 : 29%|██▉ | 1566/5335 [00:21<00:45, 83.33it/s] 6894 24.9899 : 30%|██▉ | 1577/5335 [00:21<00:41, 90.76it/s] 6914 26.7905 : 30%|██▉ | 1577/5335 [00:21<00:41, 90.76it/s] 6914 26.7905 : 30%|██▉ | 1588/5335 [00:21<00:39, 95.65it/s] 6934 26.8400 : 30%|██▉ | 1588/5335 [00:21<00:39, 95.65it/s] 6934 26.8400 : 30%|██▉ | 1600/5335 [00:21<00:37, 100.16it/s] 6934 26.8400 : 30%|███ | 1611/5335 [00:21<00:36, 102.67it/s] 6954 26.6320 : 30%|███ | 1611/5335 [00:21<00:36, 102.67it/s] 6954 26.6320 : 30%|███ | 1622/5335 [00:21<00:35, 103.86it/s] 6954 26.6320 : 31%|███ | 1633/5335 [00:21<00:35, 103.89it/s] 6974 25.2303 : 31%|███ | 1633/5335 [00:21<00:35, 103.89it/s] 6974 25.2303 : 31%|███ | 1644/5335 [00:21<00:36, 102.49it/s] 6974 25.2303 : 31%|███ | 1655/5335 [00:22<00:38, 95.14it/s] 6994 25.7350 : 31%|███ | 1655/5335 [00:22<00:38, 95.14it/s] 6994 25.7350 : 31%|███ | 1665/5335 [00:22<00:42, 86.97it/s] 6994 25.7350 : 31%|███▏ | 1674/5335 [00:22<00:44, 82.76it/s] 7014 24.9767 : 31%|███▏ | 1674/5335 [00:22<00:44, 82.76it/s] 7014 24.9767 : 32%|███▏ | 1685/5335 [00:22<00:41, 88.57it/s] 7014 24.9767 : 32%|███▏ | 1698/5335 [00:22<00:37, 97.70it/s] 7034 26.5989 : 32%|███▏ | 1698/5335 [00:22<00:37, 97.70it/s] 7034 26.5989 : 32%|███▏ | 1712/5335 [00:22<00:33, 108.97it/s] 7054 26.0190 : 32%|███▏ | 1712/5335 [00:22<00:33, 108.97it/s] 7054 26.0190 : 32%|███▏ | 1728/5335 [00:22<00:29, 121.74it/s] 7074 26.9699 : 32%|███▏ | 1728/5335 [00:22<00:29, 121.74it/s] 7074 26.9699 : 33%|███▎ | 1744/5335 [00:22<00:27, 132.07it/s] 7094 27.3895 : 33%|███▎ | 1744/5335 [00:22<00:27, 132.07it/s] 7094 27.3895 : 33%|███▎ | 1760/5335 [00:22<00:25, 139.67it/s] 7094 27.3895 : 33%|███▎ | 1776/5335 [00:23<00:24, 144.44it/s] 7114 26.1994 : 33%|███▎ | 1776/5335 [00:23<00:24, 144.44it/s] 7114 26.1994 : 34%|███▎ | 1791/5335 [00:23<00:24, 145.36it/s] 7134 25.1160 : 34%|███▎ | 1791/5335 [00:23<00:24, 145.36it/s] 7134 25.1160 : 34%|███▍ | 1806/5335 [00:23<00:25, 139.47it/s] 7154 24.8469 : 34%|███▍ | 1806/5335 [00:23<00:25, 139.47it/s] 7154 24.8469 : 34%|███▍ | 1821/5335 [00:23<00:27, 127.60it/s] 7154 24.8469 : 34%|███▍ | 1835/5335 [00:23<00:27, 125.88it/s] 7174 27.3902 : 34%|███▍ | 1835/5335 [00:23<00:27, 125.88it/s] 7174 27.3902 : 35%|███▍ | 1851/5335 [00:23<00:26, 133.75it/s] 7194 23.0336 : 35%|███▍ | 1851/5335 [00:23<00:26, 133.75it/s] 7194 23.0336 : 35%|███▌ | 1869/5335 [00:23<00:23, 145.24it/s] 7214 25.9707 : 35%|███▌ | 1869/5335 [00:23<00:23, 145.24it/s] 7214 25.9707 : 35%|███▌ | 1889/5335 [00:23<00:21, 159.66it/s] 7234 27.0352 : 35%|███▌ | 1889/5335 [00:23<00:21, 159.66it/s] 7234 27.0352 : 36%|███▌ | 1909/5335 [00:23<00:20, 169.70it/s] 7254 26.9213 : 36%|███▌ | 1909/5335 [00:24<00:20, 169.70it/s] 7254 26.9213 : 36%|███▌ | 1929/5335 [00:24<00:19, 176.85it/s] 7274 24.6409 : 36%|███▌ | 1929/5335 [00:24<00:19, 176.85it/s] 7274 24.6409 : 37%|███▋ | 1948/5335 [00:24<00:18, 178.64it/s] 7294 25.5454 : 37%|███▋ | 1948/5335 [00:24<00:18, 178.64it/s] 7294 25.5454 : 37%|███▋ | 1966/5335 [00:24<00:19, 169.10it/s] 7314 25.0143 : 37%|███▋ | 1966/5335 [00:24<00:19, 169.10it/s] 7314 25.0143 : 37%|███▋ | 1984/5335 [00:24<00:21, 154.74it/s] 7334 28.6986 : 37%|███▋ | 1984/5335 [00:24<00:21, 154.74it/s] 7334 28.6986 : 37%|███▋ | 2000/5335 [00:24<00:24, 133.78it/s] 7334 28.6986 : 38%|███▊ | 2015/5335 [00:24<00:26, 125.97it/s] 7354 25.2854 : 38%|███▊ | 2015/5335 [00:24<00:26, 125.97it/s] 7354 25.2854 : 38%|███▊ | 2029/5335 [00:24<00:26, 125.20it/s] 7374 26.6869 : 38%|███▊ | 2029/5335 [00:24<00:26, 125.20it/s] 7374 26.6869 : 38%|███▊ | 2043/5335 [00:24<00:26, 126.54it/s] 7374 26.6869 : 39%|███▊ | 2057/5335 [00:25<00:25, 128.73it/s] 7394 25.4542 : 39%|███▊ | 2057/5335 [00:25<00:25, 128.73it/s] 7394 25.4542 : 39%|███▉ | 2071/5335 [00:25<00:25, 130.06it/s] 7414 24.4038 : 39%|███▉ | 2071/5335 [00:25<00:25, 130.06it/s] 7414 24.4038 : 39%|███▉ | 2085/5335 [00:25<00:25, 129.43it/s] 7414 24.4038 : 39%|███▉ | 2099/5335 [00:25<00:25, 125.20it/s] 7434 24.6922 : 39%|███▉ | 2099/5335 [00:25<00:25, 125.20it/s] 7434 24.6922 : 40%|███▉ | 2112/5335 [00:25<00:27, 115.90it/s] 7454 24.8319 : 40%|███▉ | 2112/5335 [00:25<00:27, 115.90it/s] 7454 24.8319 : 40%|███▉ | 2124/5335 [00:25<00:30, 106.08it/s] 7454 24.8319 : 40%|████ | 2135/5335 [00:25<00:32, 99.85it/s] 7474 23.4709 : 40%|████ | 2135/5335 [00:25<00:32, 99.85it/s] 7474 23.4709 : 40%|████ | 2146/5335 [00:25<00:37, 84.76it/s] 7474 23.4709 : 40%|████ | 2155/5335 [00:26<00:41, 77.47it/s] 7494 23.5422 : 40%|████ | 2155/5335 [00:26<00:41, 77.47it/s] 7494 23.5422 : 41%|████ | 2164/5335 [00:26<00:42, 75.25it/s] 7494 23.5422 : 41%|████ | 2172/5335 [00:26<00:42, 74.53it/s] 7514 25.5813 : 41%|████ | 2172/5335 [00:26<00:42, 74.53it/s] 7514 25.5813 : 41%|████ | 2180/5335 [00:26<00:41, 75.45it/s] 7514 25.5813 : 41%|████ | 2188/5335 [00:26<00:41, 76.33it/s] 7514 25.5813 : 41%|████ | 2196/5335 [00:26<00:40, 76.58it/s] 7534 23.2928 : 41%|████ | 2196/5335 [00:26<00:40, 76.58it/s] 7534 23.2928 : 41%|████▏ | 2204/5335 [00:26<00:40, 77.14it/s] 7534 23.2928 : 41%|████▏ | 2212/5335 [00:26<00:40, 77.61it/s] 7554 24.6152 : 41%|████▏ | 2212/5335 [00:26<00:40, 77.61it/s] 7554 24.6152 : 42%|████▏ | 2220/5335 [00:26<00:40, 77.82it/s] 7554 24.6152 : 42%|████▏ | 2228/5335 [00:27<00:40, 77.13it/s] 7554 24.6152 : 42%|████▏ | 2236/5335 [00:27<00:41, 74.78it/s] 7574 23.2194 : 42%|████▏ | 2236/5335 [00:27<00:41, 74.78it/s] 7574 23.2194 : 42%|████▏ | 2244/5335 [00:27<00:43, 70.36it/s] 7574 23.2194 : 42%|████▏ | 2252/5335 [00:27<00:48, 63.87it/s] 7574 23.2194 : 42%|████▏ | 2259/5335 [00:27<00:51, 59.66it/s] 7594 23.6721 : 42%|████▏ | 2259/5335 [00:27<00:51, 59.66it/s] 7594 23.6721 : 42%|████▏ | 2266/5335 [00:27<00:54, 55.90it/s] 7594 23.6721 : 43%|████▎ | 2272/5335 [00:27<00:58, 51.98it/s] 7594 23.6721 : 43%|████▎ | 2278/5335 [00:28<01:00, 50.70it/s] 7614 24.6974 : 43%|████▎ | 2278/5335 [00:28<01:00, 50.70it/s] 7614 24.6974 : 43%|████▎ | 2284/5335 [00:28<01:01, 49.69it/s] 7614 24.6974 : 43%|████▎ | 2291/5335 [00:28<00:57, 53.37it/s] 7614 24.6974 : 43%|████▎ | 2299/5335 [00:28<00:52, 58.17it/s] 7634 26.2393 : 43%|████▎ | 2299/5335 [00:28<00:52, 58.17it/s] 7634 26.2393 : 43%|████▎ | 2307/5335 [00:28<00:48, 62.23it/s] 7634 26.2393 : 43%|████▎ | 2316/5335 [00:28<00:44, 68.23it/s] 7654 26.0320 : 43%|████▎ | 2316/5335 [00:28<00:44, 68.23it/s] 7654 26.0320 : 44%|████▎ | 2325/5335 [00:28<00:41, 73.08it/s] 7654 26.0320 : 44%|████▍ | 2335/5335 [00:28<00:37, 79.06it/s] 7674 27.1860 : 44%|████▍ | 2335/5335 [00:28<00:37, 79.06it/s] 7674 27.1860 : 44%|████▍ | 2345/5335 [00:28<00:36, 82.48it/s] 7674 27.1860 : 44%|████▍ | 2355/5335 [00:29<00:34, 85.53it/s] 7694 25.8820 : 44%|████▍ | 2355/5335 [00:29<00:34, 85.53it/s] 7694 25.8820 : 44%|████▍ | 2365/5335 [00:29<00:33, 88.08it/s] 7694 25.8820 : 45%|████▍ | 2375/5335 [00:29<00:33, 89.32it/s] 7714 25.1882 : 45%|████▍ | 2375/5335 [00:29<00:33, 89.32it/s] 7714 25.1882 : 45%|████▍ | 2384/5335 [00:29<00:33, 88.16it/s] 7714 25.1882 : 45%|████▍ | 2393/5335 [00:29<00:34, 84.23it/s] 7734 24.1974 : 45%|████▍ | 2393/5335 [00:29<00:34, 84.23it/s] 7734 24.1974 : 45%|████▌ | 2402/5335 [00:29<00:37, 77.65it/s] 7734 24.1974 : 45%|████▌ | 2410/5335 [00:29<00:41, 70.86it/s] 7734 24.1974 : 45%|████▌ | 2418/5335 [00:29<00:45, 64.72it/s] 7754 25.1126 : 45%|████▌ | 2418/5335 [00:29<00:45, 64.72it/s] 7754 25.1126 : 45%|████▌ | 2425/5335 [00:30<00:48, 59.46it/s] 7754 25.1126 : 46%|████▌ | 2432/5335 [00:30<00:50, 57.81it/s] 7754 25.1126 : 46%|████▌ | 2438/5335 [00:30<00:50, 57.70it/s] 7774 22.0721 : 46%|████▌ | 2438/5335 [00:30<00:50, 57.70it/s] 7774 22.0721 : 46%|████▌ | 2447/5335 [00:30<00:44, 64.59it/s] 7774 22.0721 : 46%|████▌ | 2456/5335 [00:30<00:40, 70.77it/s] 7794 27.6085 : 46%|████▌ | 2456/5335 [00:30<00:40, 70.77it/s] 7794 27.6085 : 46%|████▌ | 2466/5335 [00:30<00:36, 78.11it/s] 7794 27.6085 : 46%|████▋ | 2477/5335 [00:30<00:33, 85.75it/s] 7814 23.6033 : 46%|████▋ | 2477/5335 [00:30<00:33, 85.75it/s] 7814 23.6033 : 47%|████▋ | 2489/5335 [00:30<00:30, 93.12it/s] 7834 26.5597 : 47%|████▋ | 2489/5335 [00:30<00:30, 93.12it/s] 7834 26.5597 : 47%|████▋ | 2501/5335 [00:30<00:28, 98.26it/s] 7834 26.5597 : 47%|████▋ | 2513/5335 [00:31<00:27, 102.57it/s] 7854 26.1784 : 47%|████▋ | 2513/5335 [00:31<00:27, 102.57it/s] 7854 26.1784 : 47%|████▋ | 2525/5335 [00:31<00:26, 105.54it/s] 7854 26.1784 : 48%|████▊ | 2536/5335 [00:31<00:26, 105.31it/s] 7874 24.5662 : 48%|████▊ | 2536/5335 [00:31<00:26, 105.31it/s] 7874 24.5662 : 48%|████▊ | 2547/5335 [00:31<00:27, 101.04it/s] 7874 24.5662 : 48%|████▊ | 2558/5335 [00:31<00:29, 93.23it/s] 7894 24.6552 : 48%|████▊ | 2558/5335 [00:31<00:29, 93.23it/s] 7894 24.6552 : 48%|████▊ | 2568/5335 [00:31<00:33, 83.83it/s] 7894 24.6552 : 48%|████▊ | 2577/5335 [00:31<00:36, 76.26it/s] 7914 24.3077 : 48%|████▊ | 2577/5335 [00:31<00:36, 76.26it/s] 7914 24.3077 : 48%|████▊ | 2585/5335 [00:31<00:37, 72.58it/s] 7914 24.3077 : 49%|████▊ | 2593/5335 [00:32<00:37, 73.32it/s] 7934 27.1153 : 49%|████▊ | 2593/5335 [00:32<00:37, 73.32it/s] 7934 27.1153 : 49%|████▉ | 2604/5335 [00:32<00:33, 81.42it/s] 7934 27.1153 : 49%|████▉ | 2615/5335 [00:32<00:30, 88.43it/s] 7954 24.7139 : 49%|████▉ | 2615/5335 [00:32<00:30, 88.43it/s] 7954 24.7139 : 49%|████▉ | 2628/5335 [00:32<00:27, 97.70it/s] 7974 26.4553 : 49%|████▉ | 2628/5335 [00:32<00:27, 97.70it/s] 7974 26.4553 : 50%|████▉ | 2641/5335 [00:32<00:25, 105.82it/s] 7974 26.4553 : 50%|████▉ | 2655/5335 [00:32<00:23, 113.00it/s] 7994 26.6440 : 50%|████▉ | 2655/5335 [00:32<00:23, 113.00it/s] 7994 26.6440 : 50%|█████ | 2668/5335 [00:32<00:22, 116.94it/s] 8014 26.9846 : 50%|█████ | 2668/5335 [00:32<00:22, 116.94it/s] 8014 26.9846 : 50%|█████ | 2681/5335 [00:32<00:22, 119.90it/s] 8014 26.9846 : 50%|█████ | 2694/5335 [00:32<00:22, 118.99it/s] 8034 24.3112 : 50%|█████ | 2694/5335 [00:32<00:22, 118.99it/s] 8034 24.3112 : 51%|█████ | 2706/5335 [00:32<00:22, 114.40it/s] 8034 24.3112 : 51%|█████ | 2718/5335 [00:33<00:25, 103.69it/s] 8054 25.4435 : 51%|█████ | 2718/5335 [00:33<00:25, 103.69it/s] 8054 25.4435 : 51%|█████ | 2729/5335 [00:33<00:27, 93.49it/s] 8054 25.4435 : 51%|█████▏ | 2739/5335 [00:33<00:29, 86.93it/s] 8074 24.9001 : 51%|█████▏ | 2739/5335 [00:33<00:29, 86.93it/s] 8074 24.9001 : 52%|█████▏ | 2748/5335 [00:33<00:29, 86.64it/s] 8074 24.9001 : 52%|█████▏ | 2758/5335 [00:33<00:29, 88.19it/s] 8094 26.0880 : 52%|█████▏ | 2758/5335 [00:33<00:29, 88.19it/s] 8094 26.0880 : 52%|█████▏ | 2768/5335 [00:33<00:28, 90.04it/s] 8094 26.0880 : 52%|█████▏ | 2779/5335 [00:33<00:26, 94.85it/s] 8114 25.4246 : 52%|█████▏ | 2779/5335 [00:33<00:26, 94.85it/s] 8114 25.4246 : 52%|█████▏ | 2791/5335 [00:33<00:25, 100.87it/s] 8134 25.9825 : 52%|█████▏ | 2791/5335 [00:33<00:25, 100.87it/s] 8134 25.9825 : 53%|█████▎ | 2803/5335 [00:34<00:23, 105.52it/s] 8134 25.9825 : 53%|█████▎ | 2815/5335 [00:34<00:23, 108.62it/s] 8154 26.2975 : 53%|█████▎ | 2815/5335 [00:34<00:23, 108.62it/s] 8154 26.2975 : 53%|█████▎ | 2827/5335 [00:34<00:22, 111.21it/s] 8154 26.2975 : 53%|█████▎ | 2839/5335 [00:34<00:22, 111.52it/s] 8174 23.8721 : 53%|█████▎ | 2839/5335 [00:34<00:22, 111.52it/s] 8174 23.8721 : 53%|█████▎ | 2851/5335 [00:34<00:22, 108.73it/s] 8194 25.5488 : 53%|█████▎ | 2851/5335 [00:34<00:22, 108.73it/s] 8194 25.5488 : 54%|█████▎ | 2862/5335 [00:34<00:24, 101.74it/s] 8194 25.5488 : 54%|█████▍ | 2873/5335 [00:34<00:26, 92.04it/s] 8214 23.0100 : 54%|█████▍ | 2873/5335 [00:34<00:26, 92.04it/s] 8214 23.0100 : 54%|█████▍ | 2883/5335 [00:34<00:29, 82.87it/s] 8214 23.0100 : 54%|█████▍ | 2892/5335 [00:35<00:31, 76.96it/s] 8234 25.3164 : 54%|█████▍ | 2892/5335 [00:35<00:31, 76.96it/s] 8234 25.3164 : 54%|█████▍ | 2900/5335 [00:35<00:31, 76.16it/s] 8234 25.3164 : 55%|█████▍ | 2908/5335 [00:35<00:32, 74.26it/s] 8234 25.3164 : 55%|█████▍ | 2916/5335 [00:35<00:32, 74.04it/s] 8254 25.7403 : 55%|█████▍ | 2916/5335 [00:35<00:32, 74.04it/s] 8254 25.7403 : 55%|█████▍ | 2924/5335 [00:35<00:32, 75.28it/s] 8254 25.7403 : 55%|█████▍ | 2933/5335 [00:35<00:31, 77.39it/s] 8274 24.9625 : 55%|█████▍ | 2933/5335 [00:35<00:31, 77.39it/s] 8274 24.9625 : 55%|█████▌ | 2943/5335 [00:35<00:29, 81.23it/s] 8274 24.9625 : 55%|█████▌ | 2953/5335 [00:35<00:28, 84.45it/s] 8294 27.1718 : 55%|█████▌ | 2953/5335 [00:35<00:28, 84.45it/s] 8294 27.1718 : 56%|█████▌ | 2962/5335 [00:35<00:27, 85.91it/s] 8294 27.1718 : 56%|█████▌ | 2972/5335 [00:35<00:27, 87.22it/s] 8314 25.6389 : 56%|█████▌ | 2972/5335 [00:36<00:27, 87.22it/s] 8314 25.6389 : 56%|█████▌ | 2982/5335 [00:36<00:26, 88.12it/s] 8314 25.6389 : 56%|█████▌ | 2991/5335 [00:36<00:26, 87.45it/s] 8334 25.2125 : 56%|█████▌ | 2991/5335 [00:36<00:26, 87.45it/s] 8334 25.2125 : 56%|█████▌ | 3000/5335 [00:36<00:27, 85.14it/s] 8334 25.2125 : 56%|█████▋ | 3009/5335 [00:36<00:28, 81.18it/s] 8334 25.2125 : 57%|█████▋ | 3018/5335 [00:36<00:31, 74.20it/s] 8354 25.4421 : 57%|█████▋ | 3018/5335 [00:36<00:31, 74.20it/s] 8354 25.4421 : 57%|█████▋ | 3026/5335 [00:36<00:34, 67.45it/s] 8354 25.4421 : 57%|█████▋ | 3033/5335 [00:36<00:37, 61.68it/s] 8374 25.6053 : 57%|█████▋ | 3033/5335 [00:37<00:37, 61.68it/s] 8374 25.6053 : 57%|█████▋ | 3040/5335 [00:37<00:39, 57.38it/s] 8374 25.6053 : 57%|█████▋ | 3046/5335 [00:37<00:40, 56.23it/s] 8374 25.6053 : 57%|█████▋ | 3053/5335 [00:37<00:39, 58.30it/s] 8394 25.9747 : 57%|█████▋ | 3053/5335 [00:37<00:39, 58.30it/s] 8394 25.9747 : 57%|█████▋ | 3060/5335 [00:37<00:37, 60.01it/s] 8394 25.9747 : 57%|█████▋ | 3067/5335 [00:37<00:36, 62.36it/s] 8394 25.9747 : 58%|█████▊ | 3075/5335 [00:37<00:34, 65.27it/s] 8414 24.7684 : 58%|█████▊ | 3075/5335 [00:37<00:34, 65.27it/s] 8414 24.7684 : 58%|█████▊ | 3083/5335 [00:37<00:32, 68.69it/s] 8414 24.7684 : 58%|█████▊ | 3092/5335 [00:37<00:30, 72.68it/s] 8434 26.0494 : 58%|█████▊ | 3092/5335 [00:37<00:30, 72.68it/s] 8434 26.0494 : 58%|█████▊ | 3100/5335 [00:37<00:29, 74.71it/s] 8434 26.0494 : 58%|█████▊ | 3109/5335 [00:37<00:28, 77.38it/s] 8434 26.0494 : 58%|█████▊ | 3117/5335 [00:38<00:28, 78.00it/s] 8454 25.7664 : 58%|█████▊ | 3117/5335 [00:38<00:28, 78.00it/s] 8454 25.7664 : 59%|█████▊ | 3126/5335 [00:38<00:28, 78.60it/s] 8454 25.7664 : 59%|█████▊ | 3134/5335 [00:38<00:28, 78.49it/s] 8474 25.7488 : 59%|█████▊ | 3134/5335 [00:38<00:28, 78.49it/s] 8474 25.7488 : 59%|█████▉ | 3142/5335 [00:38<00:28, 76.94it/s] 8474 25.7488 : 59%|█████▉ | 3150/5335 [00:38<00:29, 74.09it/s] 8474 25.7488 : 59%|█████▉ | 3158/5335 [00:38<00:31, 68.24it/s] 8494 24.0799 : 59%|█████▉ | 3158/5335 [00:38<00:31, 68.24it/s] 8494 24.0799 : 59%|█████▉ | 3165/5335 [00:38<00:34, 62.16it/s] 8494 24.0799 : 59%|█████▉ | 3172/5335 [00:38<00:39, 55.02it/s] 8494 24.0799 : 60%|█████▉ | 3178/5335 [00:39<00:42, 50.51it/s] 8514 22.7499 : 60%|█████▉ | 3178/5335 [00:39<00:42, 50.51it/s] 8514 22.7499 : 60%|█████▉ | 3184/5335 [00:39<00:45, 47.26it/s] 8514 22.7499 : 60%|█████▉ | 3189/5335 [00:39<00:45, 46.74it/s] 8514 22.7499 : 60%|█████▉ | 3194/5335 [00:39<00:46, 46.37it/s] 8534 15.4521 : 60%|█████▉ | 3194/5335 [00:39<00:46, 46.37it/s] 8534 15.4521 : 60%|█████▉ | 3200/5335 [00:39<00:44, 48.19it/s] 8534 15.4521 : 60%|██████ | 3209/5335 [00:39<00:36, 58.61it/s] 8534 15.4521 : 60%|██████ | 3219/5335 [00:39<00:30, 69.14it/s] 8554 26.5633 : 60%|██████ | 3219/5335 [00:39<00:30, 69.14it/s] 8554 26.5633 : 61%|██████ | 3230/5335 [00:39<00:26, 78.82it/s] 8574 26.0726 : 61%|██████ | 3230/5335 [00:40<00:26, 78.82it/s] 8574 26.0726 : 61%|██████ | 3241/5335 [00:40<00:24, 86.64it/s] 8574 26.0726 : 61%|██████ | 3253/5335 [00:40<00:22, 93.66it/s] 8594 27.8346 : 61%|██████ | 3253/5335 [00:40<00:22, 93.66it/s] 8594 27.8346 : 61%|██████ | 3265/5335 [00:40<00:20, 98.82it/s] 8594 27.8346 : 61%|██████▏ | 3277/5335 [00:40<00:20, 102.36it/s] 8614 26.2648 : 61%|██████▏ | 3277/5335 [00:40<00:20, 102.36it/s] 8614 26.2648 : 62%|██████▏ | 3288/5335 [00:40<00:19, 104.04it/s] 8614 26.2648 : 62%|██████▏ | 3299/5335 [00:40<00:19, 103.46it/s] 8634 23.9420 : 62%|██████▏ | 3299/5335 [00:40<00:19, 103.46it/s] 8634 23.9420 : 62%|██████▏ | 3310/5335 [00:40<00:20, 96.80it/s] 8654 23.8136 : 62%|██████▏ | 3310/5335 [00:40<00:20, 96.80it/s] 8654 23.8136 : 62%|██████▏ | 3320/5335 [00:40<00:23, 86.44it/s] 8654 23.8136 : 62%|██████▏ | 3329/5335 [00:40<00:26, 76.73it/s] 8654 23.8136 : 63%|██████▎ | 3337/5335 [00:41<00:28, 70.33it/s] 8674 24.3516 : 63%|██████▎ | 3337/5335 [00:41<00:28, 70.33it/s] 8674 24.3516 : 63%|██████▎ | 3345/5335 [00:41<00:29, 67.68it/s] 8674 24.3516 : 63%|██████▎ | 3352/5335 [00:41<00:29, 68.16it/s] 8694 28.0093 : 63%|██████▎ | 3352/5335 [00:41<00:29, 68.16it/s] 8694 28.0093 : 63%|██████▎ | 3361/5335 [00:41<00:26, 73.31it/s] 8694 28.0093 : 63%|██████▎ | 3371/5335 [00:41<00:25, 78.37it/s] 8714 24.8785 : 63%|██████▎ | 3371/5335 [00:41<00:25, 78.37it/s] 8714 24.8785 : 63%|██████▎ | 3381/5335 [00:41<00:23, 83.30it/s] 8714 24.8785 : 64%|██████▎ | 3392/5335 [00:41<00:21, 88.90it/s] 8734 26.7116 : 64%|██████▎ | 3392/5335 [00:41<00:21, 88.90it/s] 8734 26.7116 : 64%|██████▍ | 3403/5335 [00:41<00:20, 94.33it/s] 8734 26.7116 : 64%|██████▍ | 3414/5335 [00:41<00:19, 98.19it/s] 8754 26.8568 : 64%|██████▍ | 3414/5335 [00:42<00:19, 98.19it/s] 8754 26.8568 : 64%|██████▍ | 3425/5335 [00:42<00:19, 100.16it/s] 8754 26.8568 : 64%|██████▍ | 3436/5335 [00:42<00:18, 102.09it/s] 8774 24.9878 : 64%|██████▍ | 3436/5335 [00:42<00:18, 102.09it/s] 8774 24.9878 : 65%|██████▍ | 3447/5335 [00:42<00:18, 102.08it/s] 8774 24.9878 : 65%|██████▍ | 3458/5335 [00:42<00:19, 98.18it/s] 8794 24.1512 : 65%|██████▍ | 3458/5335 [00:42<00:19, 98.18it/s] 8794 24.1512 : 65%|██████▌ | 3468/5335 [00:42<00:21, 88.75it/s] 8794 24.1512 : 65%|██████▌ | 3478/5335 [00:42<00:23, 77.38it/s] 8814 24.3210 : 65%|██████▌ | 3478/5335 [00:42<00:23, 77.38it/s] 8814 24.3210 : 65%|██████▌ | 3487/5335 [00:42<00:26, 69.82it/s] 8814 24.3210 : 66%|██████▌ | 3495/5335 [00:43<00:27, 66.21it/s] 8834 24.0337 : 66%|██████▌ | 3495/5335 [00:43<00:27, 66.21it/s] 8834 24.0337 : 66%|██████▌ | 3502/5335 [00:43<00:27, 66.12it/s] 8834 24.0337 : 66%|██████▌ | 3510/5335 [00:43<00:26, 68.46it/s] 8834 24.0337 : 66%|██████▌ | 3518/5335 [00:43<00:25, 70.57it/s] 8854 26.5281 : 66%|██████▌ | 3518/5335 [00:43<00:25, 70.57it/s] 8854 26.5281 : 66%|██████▌ | 3527/5335 [00:43<00:24, 73.47it/s] 8854 26.5281 : 66%|██████▋ | 3536/5335 [00:43<00:23, 77.85it/s] 8874 26.2401 : 66%|██████▋ | 3536/5335 [00:43<00:23, 77.85it/s] 8874 26.2401 : 66%|██████▋ | 3546/5335 [00:43<00:21, 82.10it/s] 8874 26.2401 : 67%|██████▋ | 3556/5335 [00:43<00:20, 85.82it/s] 8894 26.9631 : 67%|██████▋ | 3556/5335 [00:43<00:20, 85.82it/s] 8894 26.9631 : 67%|██████▋ | 3566/5335 [00:43<00:19, 89.13it/s] 8894 26.9631 : 67%|██████▋ | 3576/5335 [00:43<00:19, 91.10it/s] 8914 27.2124 : 67%|██████▋ | 3576/5335 [00:44<00:19, 91.10it/s] 8914 27.2124 : 67%|██████▋ | 3586/5335 [00:44<00:19, 91.81it/s] 8914 27.2124 : 67%|██████▋ | 3596/5335 [00:44<00:18, 92.61it/s] 8934 25.0771 : 67%|██████▋ | 3596/5335 [00:44<00:18, 92.61it/s] 8934 25.0771 : 68%|██████▊ | 3606/5335 [00:44<00:19, 89.38it/s] 8934 25.0771 : 68%|██████▊ | 3615/5335 [00:44<00:20, 82.75it/s] 8954 25.1201 : 68%|██████▊ | 3615/5335 [00:44<00:20, 82.75it/s] 8954 25.1201 : 68%|██████▊ | 3624/5335 [00:44<00:23, 74.23it/s] 8954 25.1201 : 68%|██████▊ | 3632/5335 [00:44<00:25, 65.68it/s] 8954 25.1201 : 68%|██████▊ | 3639/5335 [00:44<00:27, 60.72it/s] 8974 24.7591 : 68%|██████▊ | 3639/5335 [00:44<00:27, 60.72it/s] 8974 24.7591 : 68%|██████▊ | 3646/5335 [00:45<00:29, 57.69it/s] 8974 24.7591 : 68%|██████▊ | 3652/5335 [00:45<00:29, 56.77it/s] 8974 24.7591 : 69%|██████▊ | 3659/5335 [00:45<00:28, 58.58it/s] 8994 22.4799 : 69%|██████▊ | 3659/5335 [00:45<00:28, 58.58it/s] 8994 22.4799 : 69%|██████▊ | 3667/5335 [00:45<00:27, 61.68it/s] 8994 22.4799 : 69%|██████▉ | 3674/5335 [00:45<00:26, 62.75it/s] 9014 27.6713 : 69%|██████▉ | 3674/5335 [00:45<00:26, 62.75it/s] 9014 27.6713 : 69%|██████▉ | 3681/5335 [00:45<00:25, 64.67it/s] 9014 27.6713 : 69%|██████▉ | 3689/5335 [00:45<00:24, 67.83it/s] 9014 27.6713 : 69%|██████▉ | 3697/5335 [00:45<00:23, 71.05it/s] 9034 23.9008 : 69%|██████▉ | 3697/5335 [00:45<00:23, 71.05it/s] 9034 23.9008 : 69%|██████▉ | 3706/5335 [00:45<00:21, 74.67it/s] 9034 23.9008 : 70%|██████▉ | 3715/5335 [00:46<00:21, 77.06it/s] 9054 27.2728 : 70%|██████▉ | 3715/5335 [00:46<00:21, 77.06it/s] 9054 27.2728 : 70%|██████▉ | 3723/5335 [00:46<00:20, 77.81it/s] 9054 27.2728 : 70%|██████▉ | 3732/5335 [00:46<00:20, 79.04it/s] 9074 26.4858 : 70%|██████▉ | 3732/5335 [00:46<00:20, 79.04it/s] 9074 26.4858 : 70%|███████ | 3741/5335 [00:46<00:19, 80.15it/s] 9074 26.4858 : 70%|███████ | 3750/5335 [00:46<00:19, 79.40it/s] 9074 26.4858 : 70%|███████ | 3758/5335 [00:46<00:20, 76.94it/s] 9094 24.2869 : 70%|███████ | 3758/5335 [00:46<00:20, 76.94it/s] 9094 24.2869 : 71%|███████ | 3766/5335 [00:46<00:22, 71.15it/s] 9094 24.2869 : 71%|███████ | 3774/5335 [00:46<00:24, 64.18it/s] 9114 24.7204 : 71%|███████ | 3774/5335 [00:46<00:24, 64.18it/s] 9114 24.7204 : 71%|███████ | 3781/5335 [00:47<00:26, 57.76it/s] 9114 24.7204 : 71%|███████ | 3787/5335 [00:47<00:29, 52.88it/s] 9114 24.7204 : 71%|███████ | 3793/5335 [00:47<00:30, 50.39it/s] 9114 24.7204 : 71%|███████ | 3799/5335 [00:47<00:30, 49.72it/s] 9134 24.6036 : 71%|███████ | 3799/5335 [00:47<00:30, 49.72it/s] 9134 24.6036 : 71%|███████▏ | 3805/5335 [00:47<00:30, 50.38it/s] 9134 24.6036 : 71%|███████▏ | 3811/5335 [00:47<00:29, 51.63it/s] 9134 24.6036 : 72%|███████▏ | 3818/5335 [00:47<00:26, 56.30it/s] 9154 21.5906 : 72%|███████▏ | 3818/5335 [00:47<00:26, 56.30it/s] 9154 21.5906 : 72%|███████▏ | 3826/5335 [00:47<00:24, 62.17it/s] 9154 21.5906 : 72%|███████▏ | 3834/5335 [00:47<00:22, 66.75it/s] 9174 25.0579 : 72%|███████▏ | 3834/5335 [00:48<00:22, 66.75it/s] 9174 25.0579 : 72%|███████▏ | 3843/5335 [00:48<00:20, 72.48it/s] 9174 25.0579 : 72%|███████▏ | 3854/5335 [00:48<00:18, 81.08it/s] 9194 24.8286 : 72%|███████▏ | 3854/5335 [00:48<00:18, 81.08it/s] 9194 24.8286 : 72%|███████▏ | 3866/5335 [00:48<00:16, 90.09it/s] 9194 24.8286 : 73%|███████▎ | 3878/5335 [00:48<00:14, 97.26it/s] 9214 22.8156 : 73%|███████▎ | 3878/5335 [00:48<00:14, 97.26it/s] 9214 22.8156 : 73%|███████▎ | 3890/5335 [00:48<00:14, 102.41it/s] 9234 25.5589 : 73%|███████▎ | 3890/5335 [00:48<00:14, 102.41it/s] 9234 25.5589 : 73%|███████▎ | 3902/5335 [00:48<00:13, 105.12it/s] 9234 25.5589 : 73%|███████▎ | 3914/5335 [00:48<00:13, 107.13it/s] 9254 21.5213 : 73%|███████▎ | 3914/5335 [00:48<00:13, 107.13it/s] 9254 21.5213 : 74%|███████▎ | 3925/5335 [00:48<00:13, 106.41it/s] 9254 21.5213 : 74%|███████▍ | 3936/5335 [00:48<00:13, 101.65it/s] 9274 21.5482 : 74%|███████▍ | 3936/5335 [00:48<00:13, 101.65it/s] 9274 21.5482 : 74%|███████▍ | 3947/5335 [00:49<00:14, 93.65it/s] 9274 21.5482 : 74%|███████▍ | 3957/5335 [00:49<00:15, 87.85it/s] 9294 24.5253 : 74%|███████▍ | 3957/5335 [00:49<00:15, 87.85it/s] 9294 24.5253 : 74%|███████▍ | 3966/5335 [00:49<00:15, 85.70it/s] 9294 24.5253 : 75%|███████▍ | 3976/5335 [00:49<00:15, 87.28it/s] 9314 27.5083 : 75%|███████▍ | 3976/5335 [00:49<00:15, 87.28it/s] 9314 27.5083 : 75%|███████▍ | 3986/5335 [00:49<00:14, 90.34it/s] 9314 27.5083 : 75%|███████▍ | 3997/5335 [00:49<00:13, 95.66it/s] 9334 26.0061 : 75%|███████▍ | 3997/5335 [00:49<00:13, 95.66it/s] 9334 26.0061 : 75%|███████▌ | 4010/5335 [00:49<00:12, 103.65it/s] 9354 25.2747 : 75%|███████▌ | 4010/5335 [00:49<00:12, 103.65it/s] 9354 25.2747 : 75%|███████▌ | 4024/5335 [00:49<00:11, 112.58it/s] 9354 25.2747 : 76%|███████▌ | 4038/5335 [00:49<00:10, 119.13it/s] 9374 23.9454 : 76%|███████▌ | 4038/5335 [00:49<00:10, 119.13it/s] 9374 23.9454 : 76%|███████▌ | 4052/5335 [00:50<00:10, 122.88it/s] 9394 25.9436 : 76%|███████▌ | 4052/5335 [00:50<00:10, 122.88it/s] 9394 25.9436 : 76%|███████▌ | 4065/5335 [00:50<00:10, 124.66it/s] 9394 25.9436 : 76%|███████▋ | 4078/5335 [00:50<00:10, 123.85it/s] 9414 24.2501 : 76%|███████▋ | 4078/5335 [00:50<00:10, 123.85it/s] 9414 24.2501 : 77%|███████▋ | 4091/5335 [00:50<00:10, 117.44it/s] 9434 23.3607 : 77%|███████▋ | 4091/5335 [00:50<00:10, 117.44it/s] 9434 23.3607 : 77%|███████▋ | 4103/5335 [00:50<00:11, 108.72it/s] 9434 23.3607 : 77%|███████▋ | 4115/5335 [00:50<00:11, 102.92it/s] 9454 26.6689 : 77%|███████▋ | 4115/5335 [00:50<00:11, 102.92it/s] 9454 26.6689 : 77%|███████▋ | 4126/5335 [00:50<00:12, 97.18it/s] 9454 26.6689 : 78%|███████▊ | 4136/5335 [00:50<00:12, 95.44it/s] 9474 25.6627 : 78%|███████▊ | 4136/5335 [00:50<00:12, 95.44it/s] 9474 25.6627 : 78%|███████▊ | 4146/5335 [00:50<00:12, 96.23it/s] 9474 25.6627 : 78%|███████▊ | 4158/5335 [00:51<00:11, 101.61it/s] 9494 25.2518 : 78%|███████▊ | 4158/5335 [00:51<00:11, 101.61it/s] 9494 25.2518 : 78%|███████▊ | 4171/5335 [00:51<00:10, 108.91it/s] 9514 27.3666 : 78%|███████▊ | 4171/5335 [00:51<00:10, 108.91it/s] 9514 27.3666 : 78%|███████▊ | 4184/5335 [00:51<00:10, 114.31it/s] 9514 27.3666 : 79%|███████▊ | 4198/5335 [00:51<00:09, 119.08it/s] 9534 24.9540 : 79%|███████▊ | 4198/5335 [00:51<00:09, 119.08it/s] 9534 24.9540 : 79%|███████▉ | 4211/5335 [00:51<00:09, 120.82it/s] 9554 25.6169 : 79%|███████▉ | 4211/5335 [00:51<00:09, 120.82it/s] 9554 25.6169 : 79%|███████▉ | 4224/5335 [00:51<00:09, 121.52it/s] 9554 25.6169 : 79%|███████▉ | 4237/5335 [00:51<00:09, 118.58it/s] 9574 25.2650 : 79%|███████▉ | 4237/5335 [00:51<00:09, 118.58it/s] 9574 25.2650 : 80%|███████▉ | 4249/5335 [00:51<00:09, 109.93it/s] 9594 25.5005 : 80%|███████▉ | 4249/5335 [00:51<00:09, 109.93it/s] 9594 25.5005 : 80%|███████▉ | 4261/5335 [00:51<00:10, 101.85it/s] 9594 25.5005 : 80%|████████ | 4272/5335 [00:52<00:11, 95.10it/s] 9614 26.3814 : 80%|████████ | 4272/5335 [00:52<00:11, 95.10it/s] 9614 26.3814 : 80%|████████ | 4282/5335 [00:52<00:11, 89.91it/s] 9614 26.3814 : 80%|████████ | 4292/5335 [00:52<00:11, 88.21it/s] 9634 24.4926 : 80%|████████ | 4292/5335 [00:52<00:11, 88.21it/s] 9634 24.4926 : 81%|████████ | 4302/5335 [00:52<00:11, 90.68it/s] 9634 24.4926 : 81%|████████ | 4313/5335 [00:52<00:10, 95.15it/s] 9654 25.8037 : 81%|████████ | 4313/5335 [00:52<00:10, 95.15it/s] 9654 25.8037 : 81%|████████ | 4325/5335 [00:52<00:10, 99.66it/s] 9654 25.8037 : 81%|████████▏ | 4336/5335 [00:52<00:09, 102.42it/s] 9674 24.8542 : 81%|████████▏ | 4336/5335 [00:52<00:09, 102.42it/s] 9674 24.8542 : 81%|████████▏ | 4348/5335 [00:52<00:09, 105.16it/s] 9674 24.8542 : 82%|████████▏ | 4359/5335 [00:52<00:09, 106.14it/s] 9694 25.9785 : 82%|████████▏ | 4359/5335 [00:52<00:09, 106.14it/s] 9694 25.9785 : 82%|████████▏ | 4370/5335 [00:53<00:09, 106.35it/s] 9714 24.4717 : 82%|████████▏ | 4370/5335 [00:53<00:09, 106.35it/s] 9714 24.4717 : 82%|████████▏ | 4381/5335 [00:53<00:09, 105.52it/s] 9714 24.4717 : 82%|████████▏ | 4392/5335 [00:53<00:09, 99.90it/s] 9734 24.1220 : 82%|████████▏ | 4392/5335 [00:53<00:09, 99.90it/s] 9734 24.1220 : 83%|████████▎ | 4403/5335 [00:53<00:10, 90.69it/s] 9734 24.1220 : 83%|████████▎ | 4413/5335 [00:53<00:10, 85.12it/s] 9754 21.2121 : 83%|████████▎ | 4413/5335 [00:53<00:10, 85.12it/s] 9754 21.2121 : 83%|████████▎ | 4422/5335 [00:53<00:10, 83.97it/s] 9754 21.2121 : 83%|████████▎ | 4434/5335 [00:53<00:09, 93.33it/s] 9774 28.0171 : 83%|████████▎ | 4434/5335 [00:53<00:09, 93.33it/s] 9774 28.0171 : 83%|████████▎ | 4447/5335 [00:53<00:08, 102.09it/s] 9794 24.1598 : 83%|████████▎ | 4447/5335 [00:53<00:08, 102.09it/s] 9794 24.1598 : 84%|████████▎ | 4462/5335 [00:54<00:07, 113.78it/s] 9794 24.1598 : 84%|████████▍ | 4478/5335 [00:54<00:06, 125.69it/s] 9814 26.8867 : 84%|████████▍ | 4478/5335 [00:54<00:06, 125.69it/s] 9814 26.8867 : 84%|████████▍ | 4494/5335 [00:54<00:06, 134.85it/s] 9834 26.0372 : 84%|████████▍ | 4494/5335 [00:54<00:06, 134.85it/s] 9834 26.0372 : 85%|████████▍ | 4510/5335 [00:54<00:05, 140.32it/s] 9854 25.5408 : 85%|████████▍ | 4510/5335 [00:54<00:05, 140.32it/s] 9854 25.5408 : 85%|████████▍ | 4525/5335 [00:54<00:05, 142.33it/s] 9874 25.0240 : 85%|████████▍ | 4525/5335 [00:54<00:05, 142.33it/s] 9874 25.0240 : 85%|████████▌ | 4540/5335 [00:54<00:05, 141.21it/s] 9874 25.0240 : 85%|████████▌ | 4555/5335 [00:54<00:05, 131.61it/s] 9894 24.3965 : 85%|████████▌ | 4555/5335 [00:54<00:05, 131.61it/s] 9894 24.3965 : 86%|████████▌ | 4569/5335 [00:54<00:06, 122.51it/s] 9914 23.1013 : 86%|████████▌ | 4569/5335 [00:54<00:06, 122.51it/s] 9914 23.1013 : 86%|████████▌ | 4583/5335 [00:54<00:05, 126.03it/s] 9914 23.1013 : 86%|████████▌ | 4599/5335 [00:55<00:05, 133.75it/s] 9934 25.4542 : 86%|████████▌ | 4599/5335 [00:55<00:05, 133.75it/s] 9934 25.4542 : 87%|████████▋ | 4617/5335 [00:55<00:04, 145.43it/s] 9954 25.7169 : 87%|████████▋ | 4617/5335 [00:55<00:04, 145.43it/s] 9954 25.7169 : 87%|████████▋ | 4636/5335 [00:55<00:04, 156.92it/s] 9974 27.1826 : 87%|████████▋ | 4636/5335 [00:55<00:04, 156.92it/s] 9974 27.1826 : 87%|████████▋ | 4655/5335 [00:55<00:04, 165.77it/s] 9994 25.9649 : 87%|████████▋ | 4655/5335 [00:55<00:04, 165.77it/s] 9994 25.9649 : 88%|████████▊ | 4674/5335 [00:55<00:03, 170.82it/s] 10014 24.4889 : 88%|████████▊ | 4674/5335 [00:55<00:03, 170.82it/s] 10014 24.4889 : 88%|████████▊ | 4692/5335 [00:55<00:03, 170.64it/s] 10034 24.9920 : 88%|████████▊ | 4692/5335 [00:55<00:03, 170.64it/s] 10034 24.9920 : 88%|████████▊ | 4710/5335 [00:55<00:03, 160.81it/s] 10054 26.2562 : 88%|████████▊ | 4710/5335 [00:55<00:03, 160.81it/s] 10054 26.2562 : 89%|████████▊ | 4727/5335 [00:55<00:04, 148.21it/s] 10074 28.0476 : 89%|████████▊ | 4727/5335 [00:55<00:04, 148.21it/s] 10074 28.0476 : 89%|████████▉ | 4743/5335 [00:55<00:04, 128.64it/s] 10074 28.0476 : 89%|████████▉ | 4757/5335 [00:56<00:04, 122.12it/s] 10094 26.6835 : 89%|████████▉ | 4757/5335 [00:56<00:04, 122.12it/s] 10094 26.6835 : 89%|████████▉ | 4770/5335 [00:56<00:04, 121.72it/s] 10114 26.9486 : 89%|████████▉ | 4770/5335 [00:56<00:04, 121.72it/s] 10114 26.9486 : 90%|████████▉ | 4783/5335 [00:56<00:04, 123.44it/s] 10114 26.9486 : 90%|████████▉ | 4796/5335 [00:56<00:04, 125.00it/s] 10134 25.5206 : 90%|████████▉ | 4796/5335 [00:56<00:04, 125.00it/s] 10134 25.5206 : 90%|█████████ | 4810/5335 [00:56<00:04, 126.56it/s] 10154 25.3623 : 90%|█████████ | 4810/5335 [00:56<00:04, 126.56it/s] 10154 25.3623 : 90%|█████████ | 4823/5335 [00:56<00:04, 126.44it/s] 10154 25.3623 : 91%|█████████ | 4836/5335 [00:56<00:04, 124.00it/s] 10174 25.5463 : 91%|█████████ | 4836/5335 [00:56<00:04, 124.00it/s] 10174 25.5463 : 91%|█████████ | 4849/5335 [00:56<00:04, 116.99it/s] 10194 25.1650 : 91%|█████████ | 4849/5335 [00:56<00:04, 116.99it/s] 10194 25.1650 : 91%|█████████ | 4861/5335 [00:56<00:04, 106.67it/s] 10194 25.1650 : 91%|█████████▏| 4872/5335 [00:57<00:04, 100.47it/s] 10214 25.3264 : 91%|█████████▏| 4872/5335 [00:57<00:04, 100.47it/s] 10214 25.3264 : 92%|█████████▏| 4883/5335 [00:57<00:04, 94.03it/s] 10214 25.3264 : 92%|█████████▏| 4893/5335 [00:57<00:05, 86.91it/s] 10234 24.9709 : 92%|█████████▏| 4893/5335 [00:57<00:05, 86.91it/s] 10234 24.9709 : 92%|█████████▏| 4902/5335 [00:57<00:05, 85.64it/s] 10234 24.9709 : 92%|█████████▏| 4911/5335 [00:57<00:04, 86.07it/s] 10254 24.7661 : 92%|█████████▏| 4911/5335 [00:57<00:04, 86.07it/s] 10254 24.7661 : 92%|█████████▏| 4921/5335 [00:57<00:04, 88.00it/s] 10254 24.7661 : 92%|█████████▏| 4931/5335 [00:57<00:04, 90.54it/s] 10274 25.3212 : 92%|█████████▏| 4931/5335 [00:57<00:04, 90.54it/s] 10274 25.3212 : 93%|█████████▎| 4941/5335 [00:57<00:04, 92.47it/s] 10274 25.3212 : 93%|█████████▎| 4952/5335 [00:58<00:04, 95.06it/s] 10294 24.4558 : 93%|█████████▎| 4952/5335 [00:58<00:04, 95.06it/s] 10294 24.4558 : 93%|█████████▎| 4963/5335 [00:58<00:03, 96.58it/s] 10294 24.4558 : 93%|█████████▎| 4973/5335 [00:58<00:03, 96.32it/s] 10314 24.9015 : 93%|█████████▎| 4973/5335 [00:58<00:03, 96.32it/s] 10314 24.9015 : 93%|█████████▎| 4983/5335 [00:58<00:03, 92.05it/s] 10314 24.9015 : 94%|█████████▎| 4993/5335 [00:58<00:03, 85.78it/s] 10334 25.2648 : 94%|█████████▎| 4993/5335 [00:58<00:03, 85.78it/s] 10334 25.2648 : 94%|█████████▍| 5002/5335 [00:58<00:04, 78.15it/s] 10334 25.2648 : 94%|█████████▍| 5010/5335 [00:58<00:04, 72.46it/s] 10334 25.2648 : 94%|█████████▍| 5018/5335 [00:58<00:04, 66.82it/s] 10354 25.1907 : 94%|█████████▍| 5018/5335 [00:58<00:04, 66.82it/s] 10354 25.1907 : 94%|█████████▍| 5025/5335 [00:59<00:04, 64.97it/s] 10354 25.1907 : 94%|█████████▍| 5032/5335 [00:59<00:04, 65.93it/s] 10374 27.7024 : 94%|█████████▍| 5032/5335 [00:59<00:04, 65.93it/s] 10374 27.7024 : 94%|█████████▍| 5041/5335 [00:59<00:04, 72.21it/s] 10374 27.7024 : 95%|█████████▍| 5051/5335 [00:59<00:03, 78.50it/s] 10394 25.8049 : 95%|█████████▍| 5051/5335 [00:59<00:03, 78.50it/s] 10394 25.8049 : 95%|█████████▍| 5062/5335 [00:59<00:03, 86.29it/s] 10394 25.8049 : 95%|█████████▌| 5074/5335 [00:59<00:02, 95.14it/s] 10414 26.6955 : 95%|█████████▌| 5074/5335 [00:59<00:02, 95.14it/s] 10414 26.6955 : 95%|█████████▌| 5086/5335 [00:59<00:02, 102.17it/s] 10414 26.6955 : 96%|█████████▌| 5098/5335 [00:59<00:02, 107.29it/s] 10434 27.9633 : 96%|█████████▌| 5098/5335 [00:59<00:02, 107.29it/s] 10434 27.9633 : 96%|█████████▌| 5111/5335 [00:59<00:02, 111.38it/s] 10454 26.6673 : 96%|█████████▌| 5111/5335 [00:59<00:02, 111.38it/s] 10454 26.6673 : 96%|█████████▌| 5124/5335 [00:59<00:01, 114.11it/s] 10454 26.6673 : 96%|█████████▋| 5136/5335 [01:00<00:01, 112.56it/s] 10474 24.6140 : 96%|█████████▋| 5136/5335 [01:00<00:01, 112.56it/s] 10474 24.6140 : 96%|█████████▋| 5148/5335 [01:00<00:01, 106.43it/s] 10474 24.6140 : 97%|█████████▋| 5159/5335 [01:00<00:01, 97.42it/s] 10494 25.0891 : 97%|█████████▋| 5159/5335 [01:00<00:01, 97.42it/s] 10494 25.0891 : 97%|█████████▋| 5169/5335 [01:00<00:01, 90.24it/s] 10494 25.0891 : 97%|█████████▋| 5179/5335 [01:00<00:01, 84.41it/s] 10514 26.0480 : 97%|█████████▋| 5179/5335 [01:00<00:01, 84.41it/s] 10514 26.0480 : 97%|█████████▋| 5189/5335 [01:00<00:01, 87.24it/s] 10534 27.4810 : 97%|█████████▋| 5189/5335 [01:00<00:01, 87.24it/s] 10534 27.4810 : 97%|█████████▋| 5201/5335 [01:00<00:01, 93.73it/s] 10534 27.4810 : 98%|█████████▊| 5214/5335 [01:00<00:01, 102.99it/s] 10554 26.5957 : 98%|█████████▊| 5214/5335 [01:00<00:01, 102.99it/s] 10554 26.5957 : 98%|█████████▊| 5229/5335 [01:01<00:00, 113.95it/s] 10574 27.1942 : 98%|█████████▊| 5229/5335 [01:01<00:00, 113.95it/s] 10574 27.1942 : 98%|█████████▊| 5244/5335 [01:01<00:00, 122.67it/s] 10574 27.1942 : 99%|█████████▊| 5259/5335 [01:01<00:00, 129.86it/s] 10594 26.2188 : 99%|█████████▊| 5259/5335 [01:01<00:00, 129.86it/s] 10594 26.2188 : 99%|█████████▉| 5274/5335 [01:01<00:00, 135.22it/s] 10614 25.1674 : 99%|█████████▉| 5274/5335 [01:01<00:00, 135.22it/s] 10614 25.1674 : 99%|█████████▉| 5288/5335 [01:01<00:00, 135.90it/s] 10634 25.4036 : 99%|█████████▉| 5288/5335 [01:01<00:00, 135.90it/s] 10634 25.4036 : 99%|█████████▉| 5302/5335 [01:01<00:00, 130.26it/s] 10634 25.4036 : 100%|█████████▉| 5316/5335 [01:01<00:00, 119.89it/s] 10654 24.9056 : 100%|█████████▉| 5316/5335 [01:01<00:00, 119.89it/s] 10654 24.9056 : 100%|█████████▉| 5329/5335 [01:01<00:00, 110.16it/s] 10654 24.9056 : 100%|██████████| 5335/5335 [01:01<00:00, 86.21it/s] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 2 epoch_size: 35 batches_per_epoch: 35 batch_size: 1 optim_type: 'image' 0%| | 0/35 [00:00<?, ?it/s]/root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/torch/nn/functional.py:3609: UserWarning: Default upsampling behavior when mode=bilinear is changed to align_corners=False since 0.4.0. Please specify align_corners=True if the old behavior is desired. See the documentation of nn.Upsample for details. warnings.warn( /root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/torch/nn/functional.py:3657: UserWarning: The default behavior for interpolate/upsample with float scale_factor changed in 1.6.0 to align with other frameworks/libraries, and now uses scale_factor directly, instead of relying on the computed output size. If you wish to restore the old behavior, please set recompute_scale_factor=True. See the documentation of nn.Upsample for details. warnings.warn( /root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/torch/nn/functional.py:718: UserWarning: Named tensors and all their associated APIs are an experimental feature and subject to change. Please do not use them for anything important until they are released as stable. (Triggered internally at /pytorch/c10/core/TensorImpl.h:1156.) return torch.max_pool2d(input, kernel_size, stride, padding, dilation, ceil_mode) 3%|▎ | 1/35 [00:01<01:03, 1.86s/it] 6%|▌ | 2/35 [00:03<01:01, 1.87s/it] 9%|▊ | 3/35 [00:05<01:03, 2.00s/it] 11%|█▏ | 4/35 [00:08<01:04, 2.09s/it] 14%|█▍ | 5/35 [00:09<00:58, 1.94s/it] 17%|█▋ | 6/35 [00:12<00:59, 2.06s/it] 20%|██ | 7/35 [00:13<00:49, 1.78s/it] 23%|██▎ | 8/35 [00:15<00:54, 2.03s/it] 26%|██▌ | 9/35 [00:17<00:52, 2.03s/it] 29%|██▊ | 10/35 [00:19<00:47, 1.88s/it] 31%|███▏ | 11/35 [00:21<00:50, 2.09s/it] 34%|███▍ | 12/35 [00:24<00:49, 2.15s/it] 37%|███▋ | 13/35 [00:25<00:43, 1.97s/it] 40%|████ | 14/35 [00:28<00:47, 2.28s/it] 43%|████▎ | 15/35 [00:31<00:50, 2.50s/it] 46%|████▌ | 16/35 [00:33<00:43, 2.31s/it] 49%|████▊ | 17/35 [00:36<00:45, 2.52s/it] 51%|█████▏ | 18/35 [00:39<00:41, 2.46s/it] 54%|█████▍ | 19/35 [00:41<00:39, 2.47s/it] 10689 0.3898 0.0124 0.0010 : 54%|█████▍ | 19/35 [00:44<00:39, 2.47s/it] 10689 0.3898 0.0124 0.0010 : 57%|█████▋ | 20/35 [00:44<00:37, 2.48s/it] 10689 0.3898 0.0124 0.0010 : 60%|██████ | 21/35 [00:46<00:36, 2.63s/it] 10689 0.3898 0.0124 0.0010 : 63%|██████▎ | 22/35 [00:48<00:30, 2.31s/it] 10689 0.3898 0.0124 0.0010 : 66%|██████▌ | 23/35 [00:50<00:24, 2.08s/it] 10689 0.3898 0.0124 0.0010 : 69%|██████▊ | 24/35 [00:51<00:20, 1.85s/it] 10689 0.3898 0.0124 0.0010 : 71%|███████▏ | 25/35 [00:53<00:17, 1.77s/it] 10689 0.3898 0.0124 0.0010 : 74%|███████▍ | 26/35 [00:55<00:18, 2.09s/it] 10689 0.3898 0.0124 0.0010 : 77%|███████▋ | 27/35 [00:58<00:18, 2.36s/it] 10689 0.3898 0.0124 0.0010 : 80%|████████ | 28/35 [01:01<00:16, 2.39s/it] 10689 0.3898 0.0124 0.0010 : 83%|████████▎ | 29/35 [01:04<00:15, 2.53s/it] 10689 0.3898 0.0124 0.0010 : 86%|████████▌ | 30/35 [01:06<00:11, 2.34s/it] 10689 0.3898 0.0124 0.0010 : 89%|████████▊ | 31/35 [01:07<00:08, 2.04s/it] 10689 0.3898 0.0124 0.0010 : 91%|█████████▏| 32/35 [01:10<00:06, 2.31s/it] 10689 0.3898 0.0124 0.0010 : 94%|█████████▍| 33/35 [01:11<00:04, 2.07s/it] 10689 0.3898 0.0124 0.0010 : 97%|█████████▋| 34/35 [01:13<00:01, 1.81s/it] 10689 0.3898 0.0124 0.0010 : 100%|██████████| 35/35 [01:14<00:00, 1.83s/it] 10689 0.3898 0.0124 0.0010 : 100%|██████████| 35/35 [01:14<00:00, 2.14s/it] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 3 epoch_size: 35 batches_per_epoch: 35 batch_size: 1 optim_type: 'image' 0%| | 0/35 [00:00<?, ?it/s] 3%|▎ | 1/35 [00:02<01:39, 2.94s/it] 6%|▌ | 2/35 [00:04<01:12, 2.19s/it] 9%|▊ | 3/35 [00:07<01:17, 2.42s/it] 11%|█▏ | 4/35 [00:09<01:15, 2.44s/it] 14%|█▍ | 5/35 [00:12<01:14, 2.48s/it] 17%|█▋ | 6/35 [00:14<01:10, 2.42s/it] 20%|██ | 7/35 [00:16<00:59, 2.14s/it] 23%|██▎ | 8/35 [00:18<01:00, 2.23s/it] 26%|██▌ | 9/35 [00:21<01:04, 2.47s/it] 29%|██▊ | 10/35 [00:24<01:04, 2.58s/it] 31%|███▏ | 11/35 [00:25<00:52, 2.20s/it] 34%|███▍ | 12/35 [00:27<00:47, 2.06s/it] 37%|███▋ | 13/35 [00:28<00:39, 1.80s/it] 40%|████ | 14/35 [00:30<00:36, 1.72s/it] 43%|████▎ | 15/35 [00:33<00:42, 2.10s/it] 46%|████▌ | 16/35 [00:35<00:38, 2.03s/it] 49%|████▊ | 17/35 [00:35<00:30, 1.69s/it] 51%|█████▏ | 18/35 [00:37<00:28, 1.65s/it] 54%|█████▍ | 19/35 [00:39<00:27, 1.73s/it] 10724 0.3268 0.0164 0.0015 : 54%|█████▍ | 19/35 [00:41<00:27, 1.73s/it] 10724 0.3268 0.0164 0.0015 : 57%|█████▋ | 20/35 [00:41<00:26, 1.79s/it] 10724 0.3268 0.0164 0.0015 : 60%|██████ | 21/35 [00:43<00:26, 1.93s/it] 10724 0.3268 0.0164 0.0015 : 63%|██████▎ | 22/35 [00:45<00:23, 1.82s/it] 10724 0.3268 0.0164 0.0015 : 66%|██████▌ | 23/35 [00:47<00:23, 1.94s/it] 10724 0.3268 0.0164 0.0015 : 69%|██████▊ | 24/35 [00:49<00:22, 2.04s/it] 10724 0.3268 0.0164 0.0015 : 71%|███████▏ | 25/35 [00:51<00:19, 1.99s/it] 10724 0.3268 0.0164 0.0015 : 74%|███████▍ | 26/35 [00:53<00:17, 1.97s/it] 10724 0.3268 0.0164 0.0015 : 77%|███████▋ | 27/35 [00:56<00:17, 2.23s/it] 10724 0.3268 0.0164 0.0015 : 80%|████████ | 28/35 [00:58<00:14, 2.12s/it] 10724 0.3268 0.0164 0.0015 : 83%|████████▎ | 29/35 [01:00<00:13, 2.29s/it] 10724 0.3268 0.0164 0.0015 : 86%|████████▌ | 30/35 [01:03<00:11, 2.28s/it] 10724 0.3268 0.0164 0.0015 : 89%|████████▊ | 31/35 [01:04<00:08, 2.09s/it] 10724 0.3268 0.0164 0.0015 : 91%|█████████▏| 32/35 [01:07<00:06, 2.14s/it] 10724 0.3268 0.0164 0.0015 : 94%|█████████▍| 33/35 [01:09<00:04, 2.25s/it] 10724 0.3268 0.0164 0.0015 : 97%|█████████▋| 34/35 [01:12<00:02, 2.47s/it] 10724 0.3268 0.0164 0.0015 : 100%|██████████| 35/35 [01:14<00:00, 2.19s/it] 10724 0.3268 0.0164 0.0015 : 100%|██████████| 35/35 [01:14<00:00, 2.12s/it] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 4 epoch_size: 35 batches_per_epoch: 35 batch_size: 1 optim_type: 'image' 0%| | 0/35 [00:00<?, ?it/s] 3%|▎ | 1/35 [00:02<01:35, 2.82s/it] 6%|▌ | 2/35 [00:03<00:55, 1.68s/it] 9%|▊ | 3/35 [00:06<01:11, 2.22s/it] 11%|█▏ | 4/35 [00:08<01:08, 2.22s/it] 14%|█▍ | 5/35 [00:11<01:06, 2.23s/it] 17%|█▋ | 6/35 [00:11<00:51, 1.77s/it] 20%|██ | 7/35 [00:13<00:47, 1.69s/it] 23%|██▎ | 8/35 [00:15<00:51, 1.93s/it] 26%|██▌ | 9/35 [00:18<00:54, 2.10s/it] 29%|██▊ | 10/35 [00:20<00:53, 2.12s/it] 31%|███▏ | 11/35 [00:23<00:57, 2.39s/it] 34%|███▍ | 12/35 [00:26<00:55, 2.42s/it] 37%|███▋ | 13/35 [00:28<00:56, 2.59s/it] 40%|████ | 14/35 [00:30<00:48, 2.31s/it] 43%|████▎ | 15/35 [00:33<00:49, 2.48s/it] 46%|████▌ | 16/35 [00:35<00:45, 2.37s/it] 49%|████▊ | 17/35 [00:36<00:36, 2.02s/it] 51%|█████▏ | 18/35 [00:39<00:35, 2.09s/it] 54%|█████▍ | 19/35 [00:41<00:37, 2.32s/it] 10759 0.3328 0.0160 0.0012 : 54%|█████▍ | 19/35 [00:44<00:37, 2.32s/it] 10759 0.3328 0.0160 0.0012 : 57%|█████▋ | 20/35 [00:44<00:36, 2.43s/it] 10759 0.3328 0.0160 0.0012 : 60%|██████ | 21/35 [00:47<00:35, 2.56s/it] 10759 0.3328 0.0160 0.0012 : 63%|██████▎ | 22/35 [00:48<00:26, 2.06s/it] 10759 0.3328 0.0160 0.0012 : 66%|██████▌ | 23/35 [00:50<00:24, 2.06s/it] 10759 0.3328 0.0160 0.0012 : 69%|██████▊ | 24/35 [00:52<00:21, 1.96s/it] 10759 0.3328 0.0160 0.0012 : 71%|███████▏ | 25/35 [00:54<00:19, 1.94s/it] 10759 0.3328 0.0160 0.0012 : 74%|███████▍ | 26/35 [00:56<00:18, 2.05s/it] 10759 0.3328 0.0160 0.0012 : 77%|███████▋ | 27/35 [00:57<00:13, 1.71s/it] 10759 0.3328 0.0160 0.0012 : 80%|████████ | 28/35 [01:00<00:14, 2.10s/it] 10759 0.3328 0.0160 0.0012 : 83%|████████▎ | 29/35 [01:02<00:12, 2.03s/it] 10759 0.3328 0.0160 0.0012 : 86%|████████▌ | 30/35 [01:04<00:10, 2.04s/it] 10759 0.3328 0.0160 0.0012 : 89%|████████▊ | 31/35 [01:06<00:07, 1.99s/it] 10759 0.3328 0.0160 0.0012 : 91%|█████████▏| 32/35 [01:09<00:06, 2.29s/it] 10759 0.3328 0.0160 0.0012 : 94%|█████████▍| 33/35 [01:11<00:04, 2.41s/it] 10759 0.3328 0.0160 0.0012 : 97%|█████████▋| 34/35 [01:14<00:02, 2.42s/it] 10759 0.3328 0.0160 0.0012 : 100%|██████████| 35/35 [01:15<00:00, 2.14s/it] 10759 0.3328 0.0160 0.0012 : 100%|██████████| 35/35 [01:15<00:00, 2.16s/it] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 5 epoch_size: 35 batches_per_epoch: 35 batch_size: 1 optim_type: 'image' 0%| | 0/35 [00:00<?, ?it/s] 3%|▎ | 1/35 [00:02<01:15, 2.21s/it] 6%|▌ | 2/35 [00:04<01:19, 2.41s/it] 9%|▊ | 3/35 [00:07<01:14, 2.34s/it] 11%|█▏ | 4/35 [00:08<01:04, 2.08s/it] 14%|█▍ | 5/35 [00:09<00:49, 1.66s/it] 17%|█▋ | 6/35 [00:11<00:48, 1.66s/it] 20%|██ | 7/35 [00:13<00:48, 1.73s/it] 23%|██▎ | 8/35 [00:14<00:43, 1.60s/it] 26%|██▌ | 9/35 [00:15<00:38, 1.47s/it] 29%|██▊ | 10/35 [00:17<00:37, 1.49s/it] 31%|███▏ | 11/35 [00:19<00:43, 1.80s/it] 34%|███▍ | 12/35 [00:22<00:49, 2.16s/it] 37%|███▋ | 13/35 [00:23<00:41, 1.87s/it] 40%|████ | 14/35 [00:27<00:47, 2.28s/it] 43%|████▎ | 15/35 [00:27<00:37, 1.86s/it] 46%|████▌ | 16/35 [00:30<00:38, 2.03s/it] 49%|████▊ | 17/35 [00:33<00:41, 2.32s/it] 51%|█████▏ | 18/35 [00:35<00:36, 2.12s/it] 54%|█████▍ | 19/35 [00:37<00:33, 2.10s/it] 10794 0.3024 0.0190 0.0018 : 54%|█████▍ | 19/35 [00:38<00:33, 2.10s/it] 10794 0.3024 0.0190 0.0018 : 57%|█████▋ | 20/35 [00:38<00:28, 1.93s/it] 10794 0.3024 0.0190 0.0018 : 60%|██████ | 21/35 [00:40<00:26, 1.91s/it] 10794 0.3024 0.0190 0.0018 : 63%|██████▎ | 22/35 [00:43<00:28, 2.23s/it] 10794 0.3024 0.0190 0.0018 : 66%|██████▌ | 23/35 [00:44<00:22, 1.83s/it] 10794 0.3024 0.0190 0.0018 : 69%|██████▊ | 24/35 [00:45<00:18, 1.68s/it] 10794 0.3024 0.0190 0.0018 : 71%|███████▏ | 25/35 [00:46<00:14, 1.45s/it] 10794 0.3024 0.0190 0.0018 : 74%|███████▍ | 26/35 [00:48<00:13, 1.49s/it] 10794 0.3024 0.0190 0.0018 : 77%|███████▋ | 27/35 [00:49<00:11, 1.50s/it] 10794 0.3024 0.0190 0.0018 : 80%|████████ | 28/35 [00:52<00:13, 1.94s/it] 10794 0.3024 0.0190 0.0018 : 83%|████████▎ | 29/35 [00:55<00:13, 2.26s/it] 10794 0.3024 0.0190 0.0018 : 86%|████████▌ | 30/35 [00:57<00:10, 2.14s/it] 10794 0.3024 0.0190 0.0018 : 89%|████████▊ | 31/35 [00:58<00:07, 1.86s/it] 10794 0.3024 0.0190 0.0018 : 91%|█████████▏| 32/35 [01:01<00:06, 2.06s/it] 10794 0.3024 0.0190 0.0018 : 94%|█████████▍| 33/35 [01:02<00:03, 1.71s/it] 10794 0.3024 0.0190 0.0018 : 97%|█████████▋| 34/35 [01:03<00:01, 1.56s/it] 10794 0.3024 0.0190 0.0018 : 100%|██████████| 35/35 [01:06<00:00, 1.99s/it] 10794 0.3024 0.0190 0.0018 : 100%|██████████| 35/35 [01:06<00:00, 1.90s/it] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 6 epoch_size: 35 batches_per_epoch: 35 batch_size: 1 optim_type: 'image' 0%| | 0/35 [00:00<?, ?it/s] 3%|▎ | 1/35 [00:02<01:09, 2.03s/it] 6%|▌ | 2/35 [00:05<01:30, 2.73s/it] 9%|▊ | 3/35 [00:07<01:21, 2.53s/it] 11%|█▏ | 4/35 [00:09<01:14, 2.41s/it] 14%|█▍ | 5/35 [00:10<00:55, 1.86s/it] 17%|█▋ | 6/35 [00:12<00:50, 1.74s/it] 20%|██ | 7/35 [00:15<01:00, 2.15s/it] 23%|██▎ | 8/35 [00:17<01:02, 2.32s/it] 26%|██▌ | 9/35 [00:19<00:55, 2.12s/it] 29%|██▊ | 10/35 [00:20<00:43, 1.75s/it] 31%|███▏ | 11/35 [00:22<00:44, 1.87s/it] 34%|███▍ | 12/35 [00:23<00:38, 1.67s/it] 37%|███▋ | 13/35 [00:25<00:38, 1.73s/it] 40%|████ | 14/35 [00:27<00:39, 1.89s/it] 43%|████▎ | 15/35 [00:29<00:37, 1.90s/it] 46%|████▌ | 16/35 [00:32<00:41, 2.19s/it] 49%|████▊ | 17/35 [00:34<00:36, 2.03s/it] 51%|█████▏ | 18/35 [00:35<00:30, 1.78s/it] 54%|█████▍ | 19/35 [00:38<00:32, 2.01s/it] 10829 0.2987 0.0185 0.0013 : 54%|█████▍ | 19/35 [00:40<00:32, 2.01s/it] 10829 0.2987 0.0185 0.0013 : 57%|█████▋ | 20/35 [00:40<00:33, 2.21s/it] 10829 0.2987 0.0185 0.0013 : 60%|██████ | 21/35 [00:43<00:32, 2.35s/it] 10829 0.2987 0.0185 0.0013 : 63%|██████▎ | 22/35 [00:45<00:27, 2.11s/it] 10829 0.2987 0.0185 0.0013 : 66%|██████▌ | 23/35 [00:47<00:27, 2.28s/it] 10829 0.2987 0.0185 0.0013 : 69%|██████▊ | 24/35 [00:49<00:22, 2.06s/it] 10829 0.2987 0.0185 0.0013 : 71%|███████▏ | 25/35 [00:51<00:21, 2.12s/it] 10829 0.2987 0.0185 0.0013 : 74%|███████▍ | 26/35 [00:53<00:18, 2.00s/it] 10829 0.2987 0.0185 0.0013 : 77%|███████▋ | 27/35 [00:55<00:17, 2.20s/it] 10829 0.2987 0.0185 0.0013 : 80%|████████ | 28/35 [00:57<00:14, 2.10s/it] 10829 0.2987 0.0185 0.0013 : 83%|████████▎ | 29/35 [00:59<00:12, 2.05s/it] 10829 0.2987 0.0185 0.0013 : 86%|████████▌ | 30/35 [01:01<00:09, 1.90s/it] 10829 0.2987 0.0185 0.0013 : 89%|████████▊ | 31/35 [01:03<00:08, 2.14s/it] 10829 0.2987 0.0185 0.0013 : 91%|█████████▏| 32/35 [01:05<00:06, 2.06s/it] 10829 0.2987 0.0185 0.0013 : 94%|█████████▍| 33/35 [01:07<00:03, 1.80s/it] 10829 0.2987 0.0185 0.0013 : 97%|█████████▋| 34/35 [01:07<00:01, 1.52s/it] 10829 0.2987 0.0185 0.0013 : 100%|██████████| 35/35 [01:10<00:00, 1.75s/it] 10829 0.2987 0.0185 0.0013 : 100%|██████████| 35/35 [01:10<00:00, 2.01s/it] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 7 epoch_size: 35 batches_per_epoch: 35 batch_size: 1 optim_type: 'image' 0%| | 0/35 [00:00<?, ?it/s] 3%|▎ | 1/35 [00:01<00:51, 1.51s/it] 6%|▌ | 2/35 [00:02<00:43, 1.33s/it] 9%|▊ | 3/35 [00:03<00:36, 1.14s/it] 11%|█▏ | 4/35 [00:06<00:56, 1.81s/it] 14%|█▍ | 5/35 [00:09<01:07, 2.23s/it] 17%|█▋ | 6/35 [00:10<00:57, 1.98s/it] 20%|██ | 7/35 [00:12<00:48, 1.73s/it] 23%|██▎ | 8/35 [00:14<00:47, 1.77s/it] 26%|██▌ | 9/35 [00:15<00:44, 1.69s/it] 29%|██▊ | 10/35 [00:17<00:41, 1.64s/it] 31%|███▏ | 11/35 [00:18<00:37, 1.55s/it] 34%|███▍ | 12/35 [00:21<00:44, 1.95s/it] 37%|███▋ | 13/35 [00:22<00:40, 1.86s/it] 40%|████ | 14/35 [00:24<00:37, 1.80s/it] 43%|████▎ | 15/35 [00:26<00:34, 1.73s/it] 46%|████▌ | 16/35 [00:29<00:39, 2.10s/it] 49%|████▊ | 17/35 [00:30<00:32, 1.83s/it] 51%|█████▏ | 18/35 [00:31<00:29, 1.74s/it] 54%|█████▍ | 19/35 [00:35<00:34, 2.19s/it] 10864 0.2865 0.0207 0.0017 : 54%|█████▍ | 19/35 [00:36<00:34, 2.19s/it] 10864 0.2865 0.0207 0.0017 : 57%|█████▋ | 20/35 [00:36<00:31, 2.09s/it] 10864 0.2865 0.0207 0.0017 : 60%|██████ | 21/35 [00:38<00:28, 2.03s/it] 10864 0.2865 0.0207 0.0017 : 63%|██████▎ | 22/35 [00:40<00:23, 1.78s/it] 10864 0.2865 0.0207 0.0017 : 66%|██████▌ | 23/35 [00:42<00:25, 2.10s/it] 10864 0.2865 0.0207 0.0017 : 69%|██████▊ | 24/35 [00:45<00:25, 2.28s/it] 10864 0.2865 0.0207 0.0017 : 71%|███████▏ | 25/35 [00:46<00:18, 1.87s/it] 10864 0.2865 0.0207 0.0017 : 74%|███████▍ | 26/35 [00:48<00:17, 1.95s/it] 10864 0.2865 0.0207 0.0017 : 77%|███████▋ | 27/35 [00:50<00:15, 1.88s/it] 10864 0.2865 0.0207 0.0017 : 80%|████████ | 28/35 [00:51<00:12, 1.82s/it] 10864 0.2865 0.0207 0.0017 : 83%|████████▎ | 29/35 [00:53<00:10, 1.83s/it] 10864 0.2865 0.0207 0.0017 : 86%|████████▌ | 30/35 [00:55<00:09, 1.90s/it] 10864 0.2865 0.0207 0.0017 : 89%|████████▊ | 31/35 [00:57<00:07, 1.78s/it] 10864 0.2865 0.0207 0.0017 : 91%|█████████▏| 32/35 [00:58<00:04, 1.65s/it] 10864 0.2865 0.0207 0.0017 : 94%|█████████▍| 33/35 [01:01<00:04, 2.01s/it] 10864 0.2865 0.0207 0.0017 : 97%|█████████▋| 34/35 [01:02<00:01, 1.77s/it] 10864 0.2865 0.0207 0.0017 : 100%|██████████| 35/35 [01:05<00:00, 1.93s/it] 10864 0.2865 0.0207 0.0017 : 100%|██████████| 35/35 [01:05<00:00, 1.86s/it] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 8 epoch_size: 35 batches_per_epoch: 35 batch_size: 1 optim_type: 'image' 0%| | 0/35 [00:00<?, ?it/s] 3%|▎ | 1/35 [00:02<01:17, 2.28s/it] 6%|▌ | 2/35 [00:04<01:07, 2.04s/it] 9%|▊ | 3/35 [00:07<01:18, 2.46s/it] 11%|█▏ | 4/35 [00:10<01:22, 2.68s/it] 14%|█▍ | 5/35 [00:12<01:20, 2.68s/it] 17%|█▋ | 6/35 [00:14<01:06, 2.29s/it] 20%|██ | 7/35 [00:16<01:00, 2.17s/it] 23%|██▎ | 8/35 [00:18<00:57, 2.12s/it] 26%|██▌ | 9/35 [00:19<00:44, 1.73s/it] 29%|██▊ | 10/35 [00:20<00:42, 1.69s/it] 31%|███▏ | 11/35 [00:22<00:41, 1.74s/it] 34%|███▍ | 12/35 [00:25<00:45, 1.99s/it] 37%|███▋ | 13/35 [00:28<00:50, 2.29s/it] 40%|████ | 14/35 [00:29<00:45, 2.16s/it] 43%|████▎ | 15/35 [00:32<00:47, 2.37s/it] 46%|████▌ | 16/35 [00:35<00:48, 2.55s/it] 49%|████▊ | 17/35 [00:37<00:41, 2.30s/it] 51%|█████▏ | 18/35 [00:40<00:41, 2.42s/it] 54%|█████▍ | 19/35 [00:42<00:38, 2.38s/it] 10899 0.2900 0.0202 0.0019 : 54%|█████▍ | 19/35 [00:44<00:38, 2.38s/it] 10899 0.2900 0.0202 0.0019 : 57%|█████▋ | 20/35 [00:44<00:31, 2.13s/it] 10899 0.2900 0.0202 0.0019 : 60%|██████ | 21/35 [00:47<00:33, 2.39s/it] 10899 0.2900 0.0202 0.0019 : 63%|██████▎ | 22/35 [00:48<00:26, 2.03s/it] 10899 0.2900 0.0202 0.0019 : 66%|██████▌ | 23/35 [00:51<00:27, 2.28s/it] 10899 0.2900 0.0202 0.0019 : 69%|██████▊ | 24/35 [00:52<00:21, 1.99s/it] 10899 0.2900 0.0202 0.0019 : 71%|███████▏ | 25/35 [00:55<00:22, 2.20s/it] 10899 0.2900 0.0202 0.0019 : 74%|███████▍ | 26/35 [00:57<00:18, 2.11s/it] 10899 0.2900 0.0202 0.0019 : 77%|███████▋ | 27/35 [01:00<00:19, 2.44s/it] 10899 0.2900 0.0202 0.0019 : 80%|████████ | 28/35 [01:01<00:15, 2.23s/it] 10899 0.2900 0.0202 0.0019 : 83%|████████▎ | 29/35 [01:03<00:12, 2.08s/it] 10899 0.2900 0.0202 0.0019 : 86%|████████▌ | 30/35 [01:05<00:10, 2.01s/it] 10899 0.2900 0.0202 0.0019 : 89%|████████▊ | 31/35 [01:08<00:09, 2.27s/it] 10899 0.2900 0.0202 0.0019 : 91%|█████████▏| 32/35 [01:11<00:07, 2.48s/it] 10899 0.2900 0.0202 0.0019 : 94%|█████████▍| 33/35 [01:13<00:04, 2.40s/it] 10899 0.2900 0.0202 0.0019 : 97%|█████████▋| 34/35 [01:16<00:02, 2.49s/it] 10899 0.2900 0.0202 0.0019 : 100%|██████████| 35/35 [01:18<00:00, 2.31s/it] 10899 0.2900 0.0202 0.0019 : 100%|██████████| 35/35 [01:18<00:00, 2.23s/it] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 9 epoch_size: 35 batches_per_epoch: 35 batch_size: 1 optim_type: 'image' 0%| | 0/35 [00:00<?, ?it/s] 3%|▎ | 1/35 [00:01<00:44, 1.31s/it] 6%|▌ | 2/35 [00:04<01:15, 2.30s/it] 9%|▊ | 3/35 [00:06<01:16, 2.39s/it] 11%|█▏ | 4/35 [00:08<01:03, 2.06s/it] 14%|█▍ | 5/35 [00:10<01:03, 2.12s/it] 17%|█▋ | 6/35 [00:11<00:52, 1.80s/it] 20%|██ | 7/35 [00:13<00:51, 1.83s/it] 23%|██▎ | 8/35 [00:16<00:58, 2.16s/it] 26%|██▌ | 9/35 [00:17<00:48, 1.86s/it] 29%|██▊ | 10/35 [00:20<00:50, 2.03s/it] 31%|███▏ | 11/35 [00:22<00:49, 2.07s/it] 34%|███▍ | 12/35 [00:23<00:41, 1.80s/it] 37%|███▋ | 13/35 [00:25<00:37, 1.72s/it] 40%|████ | 14/35 [00:25<00:31, 1.48s/it] 43%|████▎ | 15/35 [00:28<00:33, 1.68s/it] 46%|████▌ | 16/35 [00:29<00:33, 1.74s/it] 49%|████▊ | 17/35 [00:31<00:28, 1.57s/it] 51%|█████▏ | 18/35 [00:32<00:26, 1.55s/it] 54%|█████▍ | 19/35 [00:35<00:31, 1.98s/it] 10934 0.3043 0.0202 0.0016 : 54%|█████▍ | 19/35 [00:37<00:31, 1.98s/it] 10934 0.3043 0.0202 0.0016 : 57%|█████▋ | 20/35 [00:37<00:30, 2.02s/it] 10934 0.3043 0.0202 0.0016 : 60%|██████ | 21/35 [00:38<00:23, 1.68s/it] 10934 0.3043 0.0202 0.0016 : 63%|██████▎ | 22/35 [00:41<00:24, 1.90s/it] 10934 0.3043 0.0202 0.0016 : 66%|██████▌ | 23/35 [00:43<00:23, 1.97s/it] 10934 0.3043 0.0202 0.0016 : 69%|██████▊ | 24/35 [00:46<00:25, 2.34s/it] 10934 0.3043 0.0202 0.0016 : 71%|███████▏ | 25/35 [00:49<00:24, 2.50s/it] 10934 0.3043 0.0202 0.0016 : 74%|███████▍ | 26/35 [00:52<00:23, 2.64s/it] 10934 0.3043 0.0202 0.0016 : 77%|███████▋ | 27/35 [00:53<00:16, 2.11s/it] 10934 0.3043 0.0202 0.0016 : 80%|████████ | 28/35 [00:54<00:14, 2.05s/it] 10934 0.3043 0.0202 0.0016 : 83%|████████▎ | 29/35 [00:57<00:13, 2.19s/it] 10934 0.3043 0.0202 0.0016 : 86%|████████▌ | 30/35 [01:00<00:12, 2.42s/it] 10934 0.3043 0.0202 0.0016 : 89%|████████▊ | 31/35 [01:02<00:09, 2.46s/it] 10934 0.3043 0.0202 0.0016 : 91%|█████████▏| 32/35 [01:04<00:06, 2.24s/it] 10934 0.3043 0.0202 0.0016 : 94%|█████████▍| 33/35 [01:06<00:04, 2.14s/it] 10934 0.3043 0.0202 0.0016 : 97%|█████████▋| 34/35 [01:08<00:02, 2.01s/it] 10934 0.3043 0.0202 0.0016 : 100%|██████████| 35/35 [01:11<00:00, 2.37s/it] 10934 0.3043 0.0202 0.0016 : 100%|██████████| 35/35 [01:11<00:00, 2.04s/it] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 10 epoch_size: 35 batches_per_epoch: 35 batch_size: 1 optim_type: 'image' 0%| | 0/35 [00:00<?, ?it/s] 3%|▎ | 1/35 [00:02<01:39, 2.93s/it] 6%|▌ | 2/35 [00:04<01:19, 2.41s/it] 9%|▊ | 3/35 [00:07<01:23, 2.61s/it] 11%|█▏ | 4/35 [00:10<01:25, 2.75s/it] 14%|█▍ | 5/35 [00:13<01:24, 2.83s/it] 17%|█▋ | 6/35 [00:15<01:12, 2.50s/it] 20%|██ | 7/35 [00:17<01:01, 2.20s/it] 23%|██▎ | 8/35 [00:19<00:56, 2.10s/it] 26%|██▌ | 9/35 [00:20<00:51, 1.98s/it] 29%|██▊ | 10/35 [00:22<00:45, 1.83s/it] 31%|███▏ | 11/35 [00:23<00:37, 1.55s/it] 34%|███▍ | 12/35 [00:24<00:35, 1.55s/it] 37%|███▋ | 13/35 [00:27<00:42, 1.94s/it] 40%|████ | 14/35 [00:30<00:47, 2.25s/it] 43%|████▎ | 15/35 [00:32<00:40, 2.04s/it] 46%|████▌ | 16/35 [00:35<00:44, 2.32s/it] 49%|████▊ | 17/35 [00:37<00:41, 2.32s/it] 51%|█████▏ | 18/35 [00:39<00:37, 2.18s/it] 54%|█████▍ | 19/35 [00:42<00:40, 2.50s/it] 10969 0.2907 0.0206 0.0017 : 54%|█████▍ | 19/35 [00:44<00:40, 2.50s/it] 10969 0.2907 0.0206 0.0017 : 57%|█████▋ | 20/35 [00:44<00:35, 2.35s/it] 10969 0.2907 0.0206 0.0017 : 60%|██████ | 21/35 [00:46<00:32, 2.30s/it] 10969 0.2907 0.0206 0.0017 : 63%|██████▎ | 22/35 [00:49<00:30, 2.36s/it] 10969 0.2907 0.0206 0.0017 : 66%|██████▌ | 23/35 [00:51<00:27, 2.30s/it] 10969 0.2907 0.0206 0.0017 : 69%|██████▊ | 24/35 [00:52<00:21, 1.97s/it] 10969 0.2907 0.0206 0.0017 : 71%|███████▏ | 25/35 [00:54<00:18, 1.90s/it] 10969 0.2907 0.0206 0.0017 : 74%|███████▍ | 26/35 [00:56<00:17, 1.96s/it] 10969 0.2907 0.0206 0.0017 : 77%|███████▋ | 27/35 [00:58<00:15, 1.88s/it] 10969 0.2907 0.0206 0.0017 : 80%|████████ | 28/35 [00:59<00:13, 1.87s/it] 10969 0.2907 0.0206 0.0017 : 83%|████████▎ | 29/35 [01:01<00:10, 1.77s/it] 10969 0.2907 0.0206 0.0017 : 86%|████████▌ | 30/35 [01:03<00:09, 1.80s/it] 10969 0.2907 0.0206 0.0017 : 89%|████████▊ | 31/35 [01:06<00:08, 2.12s/it] 10969 0.2907 0.0206 0.0017 : 91%|█████████▏| 32/35 [01:09<00:07, 2.39s/it] 10969 0.2907 0.0206 0.0017 : 94%|█████████▍| 33/35 [01:10<00:03, 1.93s/it] 10969 0.2907 0.0206 0.0017 : 97%|█████████▋| 34/35 [01:10<00:01, 1.62s/it] 10969 0.2907 0.0206 0.0017 : 100%|██████████| 35/35 [01:11<00:00, 1.39s/it] 10969 0.2907 0.0206 0.0017 : 100%|██████████| 35/35 [01:11<00:00, 2.05s/it] ic| "Training epoch: ": 'Training epoch: ' epoch_id: 11 epoch_size: 35 batches_per_epoch: 35 batch_size: 1 optim_type: 'image' 0%| | 0/35 [00:00<?, ?it/s] 3%|▎ | 1/35 [00:02<01:11, 2.10s/it] 6%|▌ | 2/35 [00:03<00:57, 1.75s/it] 9%|▊ | 3/35 [00:05<00:57, 1.81s/it] 11%|█▏ | 4/35 [00:07<00:52, 1.70s/it] 14%|█▍ | 5/35 [00:07<00:42, 1.42s/it] 17%|█▋ | 6/35 [00:10<00:49, 1.70s/it] 20%|██ | 7/35 [00:11<00:44, 1.58s/it] 23%|██▎ | 8/35 [00:13<00:50, 1.85s/it] 26%|██▌ | 9/35 [00:15<00:42, 1.65s/it] 29%|██▊ | 10/35 [00:16<00:41, 1.67s/it] 31%|███▏ | 11/35 [00:17<00:34, 1.43s/it] 34%|███▍ | 12/35 [00:19<00:32, 1.40s/it] 37%|███▋ | 13/35 [00:20<00:33, 1.55s/it] 40%|████ | 14/35 [00:23<00:36, 1.76s/it] 43%|████▎ | 15/35 [00:25<00:35, 1.80s/it] 46%|████▌ | 16/35 [00:26<00:32, 1.71s/it] 49%|████▊ | 17/35 [00:28<00:31, 1.76s/it] 51%|█████▏ | 18/35 [00:30<00:28, 1.69s/it] 54%|█████▍ | 19/35 [00:30<00:23, 1.46s/it] 11004 0.2607 0.0210 0.0016 : 54%|█████▍ | 19/35 [00:33<00:23, 1.46s/it] 11004 0.2607 0.0210 0.0016 : 57%|█████▋ | 20/35 [00:33<00:25, 1.70s/it] 11004 0.2607 0.0210 0.0016 : 60%|██████ | 21/35 [00:35<00:27, 1.95s/it] 11004 0.2607 0.0210 0.0016 : 63%|██████▎ | 22/35 [00:38<00:27, 2.11s/it] 11004 0.2607 0.0210 0.0016 : 66%|██████▌ | 23/35 [00:40<00:24, 2.04s/it] 11004 0.2607 0.0210 0.0016 : 69%|██████▊ | 24/35 [00:42<00:22, 2.08s/it] 11004 0.2607 0.0210 0.0016 : 71%|███████▏ | 25/35 [00:43<00:19, 1.91s/it] 11004 0.2607 0.0210 0.0016 : 74%|███████▍ | 26/35 [00:45<00:17, 1.98s/it] 11004 0.2607 0.0210 0.0016 : 77%|███████▋ | 27/35 [00:48<00:16, 2.06s/it] 11004 0.2607 0.0210 0.0016 : 80%|████████ | 28/35 [00:50<00:14, 2.02s/it] 11004 0.2607 0.0210 0.0016 : 83%|████████▎ | 29/35 [00:51<00:11, 1.86s/it] 11004 0.2607 0.0210 0.0016 : 86%|████████▌ | 30/35 [00:54<00:10, 2.03s/it] 11004 0.2607 0.0210 0.0016 : 89%|████████▊ | 31/35 [00:57<00:09, 2.32s/it] 11004 0.2607 0.0210 0.0016 : 91%|█████████▏| 32/35 [00:59<00:06, 2.22s/it] 11004 0.2607 0.0210 0.0016 : 94%|█████████▍| 33/35 [01:01<00:04, 2.31s/it] 11004 0.2607 0.0210 0.0016 : 97%|█████████▋| 34/35 [01:03<00:02, 2.09s/it] 11004 0.2607 0.0210 0.0016 : 100%|██████████| 35/35 [01:05<00:00, 2.21s/it] 11004 0.2607 0.0210 0.0016 : 100%|██████████| 35/35 [01:05<00:00, 1.87s/it] Setting up [LPIPS] perceptual loss: trunk [vgg], v[0.1], spatial [off] Loading model from: /root/.pyenv/versions/3.8.8/lib/python3.8/site-packages/lpips/weights/v0.1/vgg.pth Detected LLFF dataset Using pre-scaled images from /root/.cache/arf/data/llff/room/images_4 Loaded LLFF data /root/.cache/arf/data/llff/room 10.706691140704915 91.66782174279389 recentered (3, 4) [1.7806027 6.0023217] Overriding offset 250-> 250 dmin = 1.780603, dmax = 6.002322, invz = 0, offset = 250 0%| | 0/6 [00:00<?, ?it/s] 50%|█████ | 3/6 [00:00<00:00, 28.65it/s] 100%|██████████| 6/6 [00:00<00:00, 30.90it/s] 0%| | 0/120 [00:00<?, ?it/s] 100%|██████████| 120/120 [00:00<00:00, 71677.08it/s] z_bounds from LLFF: [1.7806026935577393, 6.002321720123291] (not used) scene_radius [1.496031746031746, 1.6613756613756614, 1.0] Writing to /root/.cache/arf/ckpt_arf/llff/room/80f5a27b-4005-4718-9bd6-3bbeeb39a878/test_renders_path 0%| | 0/120 [00:00<?, ?it/s] 1%| | 1/120 [00:00<01:09, 1.71it/s] 2%|▏ | 2/120 [00:01<01:04, 1.83it/s] 2%|▎ | 3/120 [00:01<01:03, 1.83it/s] 3%|▎ | 4/120 [00:02<01:03, 1.83it/s] 4%|▍ | 5/120 [00:02<01:03, 1.82it/s] 5%|▌ | 6/120 [00:03<01:02, 1.81it/s] 6%|▌ | 7/120 [00:03<01:02, 1.81it/s] 7%|▋ | 8/120 [00:04<01:01, 1.82it/s] 8%|▊ | 9/120 [00:04<01:00, 1.83it/s] 8%|▊ | 10/120 [00:05<00:59, 1.85it/s] 9%|▉ | 11/120 [00:05<00:57, 1.89it/s] 10%|█ | 12/120 [00:06<00:56, 1.92it/s] 11%|█ | 13/120 [00:06<00:54, 1.97it/s] 12%|█▏ | 14/120 [00:07<00:52, 2.01it/s] 12%|█▎ | 15/120 [00:07<00:51, 2.05it/s] 13%|█▎ | 16/120 [00:08<00:50, 2.08it/s] 14%|█▍ | 17/120 [00:08<00:49, 2.10it/s] 15%|█▌ | 18/120 [00:09<00:48, 2.11it/s] 16%|█▌ | 19/120 [00:09<00:48, 2.09it/s] 17%|█▋ | 20/120 [00:10<00:48, 2.06it/s] 18%|█▊ | 21/120 [00:10<00:49, 2.02it/s] 18%|█▊ | 22/120 [00:11<00:49, 1.97it/s] 19%|█▉ | 23/120 [00:11<00:50, 1.92it/s] 20%|██ | 24/120 [00:12<00:51, 1.88it/s] 21%|██ | 25/120 [00:13<00:51, 1.84it/s] 22%|██▏ | 26/120 [00:13<00:51, 1.81it/s] 22%|██▎ | 27/120 [00:14<00:51, 1.80it/s] 23%|██▎ | 28/120 [00:14<00:51, 1.79it/s] 24%|██▍ | 29/120 [00:15<00:50, 1.79it/s] 25%|██▌ | 30/120 [00:15<00:49, 1.80it/s] 26%|██▌ | 31/120 [00:16<00:48, 1.83it/s] 27%|██▋ | 32/120 [00:16<00:48, 1.83it/s] 28%|██▊ | 33/120 [00:17<00:47, 1.82it/s] 28%|██▊ | 34/120 [00:18<00:47, 1.80it/s] 29%|██▉ | 35/120 [00:18<00:47, 1.79it/s] 30%|███ | 36/120 [00:19<00:47, 1.78it/s] 31%|███ | 37/120 [00:19<00:46, 1.79it/s] 32%|███▏ | 38/120 [00:20<00:45, 1.79it/s] 32%|███▎ | 39/120 [00:20<00:44, 1.81it/s] 33%|███▎ | 40/120 [00:21<00:43, 1.84it/s] 34%|███▍ | 41/120 [00:21<00:42, 1.87it/s] 35%|███▌ | 42/120 [00:22<00:40, 1.92it/s] 36%|███▌ | 43/120 [00:22<00:39, 1.96it/s] 37%|███▋ | 44/120 [00:23<00:37, 2.01it/s] 38%|███▊ | 45/120 [00:23<00:36, 2.05it/s] 38%|███▊ | 46/120 [00:24<00:35, 2.07it/s] 39%|███▉ | 47/120 [00:24<00:34, 2.10it/s] 40%|████ | 48/120 [00:25<00:34, 2.10it/s] 41%|████ | 49/120 [00:25<00:33, 2.09it/s] 42%|████▏ | 50/120 [00:26<00:33, 2.06it/s] 42%|████▎ | 51/120 [00:26<00:34, 2.02it/s] 43%|████▎ | 52/120 [00:27<00:34, 1.97it/s] 44%|████▍ | 53/120 [00:27<00:34, 1.93it/s] 45%|████▌ | 54/120 [00:28<00:35, 1.88it/s] 46%|████▌ | 55/120 [00:28<00:35, 1.84it/s] 47%|████▋ | 56/120 [00:29<00:35, 1.81it/s] 48%|████▊ | 57/120 [00:30<00:35, 1.78it/s] 48%|████▊ | 58/120 [00:30<00:35, 1.77it/s] 49%|████▉ | 59/120 [00:31<00:34, 1.77it/s] 50%|█████ | 60/120 [00:31<00:33, 1.78it/s] 51%|█████ | 61/120 [00:32<00:32, 1.82it/s] 52%|█████▏ | 62/120 [00:32<00:31, 1.81it/s] 52%|█████▎ | 63/120 [00:33<00:31, 1.80it/s] 53%|█████▎ | 64/120 [00:33<00:31, 1.78it/s] 54%|█████▍ | 65/120 [00:34<00:31, 1.76it/s] 55%|█████▌ | 66/120 [00:35<00:30, 1.75it/s] 56%|█████▌ | 67/120 [00:35<00:30, 1.75it/s] 57%|█████▋ | 68/120 [00:36<00:29, 1.75it/s] 57%|█████▊ | 69/120 [00:36<00:28, 1.76it/s] 58%|█████▊ | 70/120 [00:37<00:28, 1.78it/s] 59%|█████▉ | 71/120 [00:37<00:27, 1.81it/s] 60%|██████ | 72/120 [00:38<00:25, 1.85it/s] 61%|██████ | 73/120 [00:38<00:24, 1.89it/s] 62%|██████▏ | 74/120 [00:39<00:23, 1.93it/s] 62%|██████▎ | 75/120 [00:39<00:22, 1.97it/s] 63%|██████▎ | 76/120 [00:40<00:22, 2.00it/s] 64%|██████▍ | 77/120 [00:40<00:21, 2.02it/s] 65%|██████▌ | 78/120 [00:41<00:20, 2.03it/s] 66%|██████▌ | 79/120 [00:41<00:20, 2.02it/s] 67%|██████▋ | 80/120 [00:42<00:20, 2.00it/s] 68%|██████▊ | 81/120 [00:42<00:19, 1.96it/s] 68%|██████▊ | 82/120 [00:43<00:19, 1.92it/s] 69%|██████▉ | 83/120 [00:43<00:19, 1.88it/s] 70%|███████ | 84/120 [00:44<00:19, 1.84it/s] 71%|███████ | 85/120 [00:45<00:19, 1.80it/s] 72%|███████▏ | 86/120 [00:45<00:19, 1.78it/s] 72%|███████▎ | 87/120 [00:46<00:18, 1.76it/s] 73%|███████▎ | 88/120 [00:46<00:18, 1.75it/s] 74%|███████▍ | 89/120 [00:47<00:17, 1.76it/s] 75%|███████▌ | 90/120 [00:47<00:16, 1.77it/s] 76%|███████▌ | 91/120 [00:48<00:16, 1.78it/s] 77%|███████▋ | 92/120 [00:49<00:15, 1.79it/s] 78%|███████▊ | 93/120 [00:49<00:15, 1.80it/s] 78%|███████▊ | 94/120 [00:50<00:14, 1.79it/s] 79%|███████▉ | 95/120 [00:50<00:13, 1.79it/s] 80%|████████ | 96/120 [00:51<00:13, 1.79it/s] 81%|████████ | 97/120 [00:51<00:12, 1.80it/s] 82%|████████▏ | 98/120 [00:52<00:12, 1.81it/s] 82%|████████▎ | 99/120 [00:52<00:11, 1.84it/s] 83%|████████▎ | 100/120 [00:53<00:10, 1.86it/s] 84%|████████▍ | 101/120 [00:53<00:09, 1.91it/s] 85%|████████▌ | 102/120 [00:54<00:09, 1.95it/s] 86%|████████▌ | 103/120 [00:54<00:08, 2.00it/s] 87%|████████▋ | 104/120 [00:55<00:07, 2.05it/s] 88%|████████▊ | 105/120 [00:55<00:07, 2.10it/s] 88%|████████▊ | 106/120 [00:56<00:06, 2.13it/s] 89%|████████▉ | 107/120 [00:56<00:06, 2.15it/s] 90%|█████████ | 108/120 [00:57<00:05, 2.15it/s] 91%|█████████ | 109/120 [00:57<00:05, 2.15it/s] 92%|█████████▏| 110/120 [00:58<00:04, 2.13it/s] 92%|█████████▎| 111/120 [00:58<00:04, 2.09it/s] 93%|█████████▎| 112/120 [00:59<00:03, 2.04it/s] 94%|█████████▍| 113/120 [00:59<00:03, 2.00it/s] 95%|█████████▌| 114/120 [01:00<00:03, 1.95it/s] 96%|█████████▌| 115/120 [01:00<00:02, 1.91it/s] 97%|█████████▋| 116/120 [01:01<00:02, 1.88it/s] 98%|█████████▊| 117/120 [01:01<00:01, 1.85it/s] 98%|█████████▊| 118/120 [01:02<00:01, 1.84it/s] 99%|█████████▉| 119/120 [01:02<00:00, 1.84it/s] 100%|██████████| 120/120 [01:03<00:00, 1.84it/s] 100%|██████████| 120/120 [01:03<00:00, 1.89it/s] IMAGEIO FFMPEG_WRITER WARNING: input image is not divisible by macro_block_size=8, resizing from (1008, 756) to (1008, 760) to ensure video compatibility with most codecs and players. To prevent resizing, make your input image divisible by the macro_block_size or set the macro_block_size to 1 (risking incompatibility).
Want to make some of these yourself?
Run this model