Prediction

piyushk52/all-in-one-deflicker:5d1b962a9b22eeababf26ed960973227c59c3ccd62267034cffbc5ff151c89f8

Model

piyushk52/all-in-one-deflicker:5d1b962a

3cnpqbjfi5ambbrc3vdesvweju

Status

Succeeded

Source

Web

Hardware

–

Total duration

15m 57s

Created

about 2 years ago by @piyushk52

Input

scale: 1.5
video_path

{
  "scale": 1.5,
  "video_path": "https://replicate.delivery/pbxt/IWoavmfW04pQCVKsRgRhUf4HcGqVgydH2CZZHz8agx56gCfa/abc.mp4"
}

Install Replicate’s Node.js client library:

npm install replicate

Import and set up the client:

import Replicate from "replicate";

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

Run piyushk52/all-in-one-deflicker using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

const output = await replicate.run(
  "piyushk52/all-in-one-deflicker:5d1b962a9b22eeababf26ed960973227c59c3ccd62267034cffbc5ff151c89f8",
  {
    input: {
      scale: 1.5,
      video_path: "https://replicate.delivery/pbxt/IWoavmfW04pQCVKsRgRhUf4HcGqVgydH2CZZHz8agx56gCfa/abc.mp4"
    }
  }
);

// 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 replicate

Import the client:

import replicate

Run piyushk52/all-in-one-deflicker using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "piyushk52/all-in-one-deflicker:5d1b962a9b22eeababf26ed960973227c59c3ccd62267034cffbc5ff151c89f8",
    input={
        "scale": 1.5,
        "video_path": "https://replicate.delivery/pbxt/IWoavmfW04pQCVKsRgRhUf4HcGqVgydH2CZZHz8agx56gCfa/abc.mp4"
    }
)
print(output)

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

Run piyushk52/all-in-one-deflicker 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": "piyushk52/all-in-one-deflicker:5d1b962a9b22eeababf26ed960973227c59c3ccd62267034cffbc5ff151c89f8",
    "input": {
      "scale": 1.5,
      "video_path": "https://replicate.delivery/pbxt/IWoavmfW04pQCVKsRgRhUf4HcGqVgydH2CZZHz8agx56gCfa/abc.mp4"
    }
  }' \
  https://api.replicate.com/v1/predictions

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

Output

{
  "completed_at": "2023-03-24T05:08:59.979712Z",
  "created_at": "2023-03-24T04:53:02.939729Z",
  "data_removed": false,
  "error": null,
  "id": "3cnpqbjfi5ambbrc3vdesvweju",
  "input": {
    "scale": 1.5,
    "video_path": "https://replicate.delivery/pbxt/IWoavmfW04pQCVKsRgRhUf4HcGqVgydH2CZZHz8agx56gCfa/abc.mp4"
  },
  "logs": "video_path:  /tmp/tmpesvq180sabc.mp4\nnew_path:  ./data/e252v3i\nrename command:  mv ./data/e252v3i/tmpesvq180sabc.mp4 ./data/e252v3i/e252v3i.mp4\nfinal path:  ./data/e252v3i/e252v3i.mp4\nNamespace(fps=10, gpu=0, video_frame_folder=None, video_name='./data/e252v3i/e252v3i.mp4')\nffmpeg -i ./data/e252v3i/e252v3i.mp4 -vf fps=10 -start_number 0 ./data/test/e252v3i/%05d.png\nffmpeg version 2.8.17-0ubuntu0.1 Copyright (c) 2000-2020 the FFmpeg developers\nbuilt with gcc 5.4.0 (Ubuntu 5.4.0-6ubuntu1~16.04.12) 20160609\nconfiguration: --prefix=/usr --extra-version=0ubuntu0.1 --build-suffix=-ffmpeg --toolchain=hardened --libdir=/usr/lib/x86_64-linux-gnu --incdir=/usr/include/x86_64-linux-gnu --cc=cc --cxx=g++ --enable-gpl --enable-shared --disable-stripping --disable-decoder=libopenjpeg --disable-decoder=libschroedinger --enable-avresample --enable-avisynth --enable-gnutls --enable-ladspa --enable-libass --enable-libbluray --enable-libbs2b --enable-libcaca --enable-libcdio --enable-libflite --enable-libfontconfig --enable-libfreetype --enable-libfribidi --enable-libgme --enable-libgsm --enable-libmodplug --enable-libmp3lame --enable-libopenjpeg --enable-libopus --enable-libpulse --enable-librtmp --enable-libschroedinger --enable-libshine --enable-libsnappy --enable-libsoxr --enable-libspeex --enable-libssh --enable-libtheora --enable-libtwolame --enable-libvorbis --enable-libvpx --enable-libwavpack --enable-libwebp --enable-libx265 --enable-libxvid --enable-libzvbi --enable-openal --enable-opengl --enable-x11grab --enable-libdc1394 --enable-libiec61883 --enable-libzmq --enable-frei0r --enable-libx264 --enable-libopencv\nlibavutil      54. 31.100 / 54. 31.100\nlibavcodec     56. 60.100 / 56. 60.100\nlibavformat    56. 40.101 / 56. 40.101\nlibavdevice    56.  4.100 / 56.  4.100\nlibavfilter     5. 40.101 /  5. 40.101\nlibavresample   2.  1.  0 /  2.  1.  0\nlibswscale      3.  1.101 /  3.  1.101\nlibswresample   1.  2.101 /  1.  2.101\nlibpostproc    53.  3.100 / 53.  3.100\nInput #0, mov,mp4,m4a,3gp,3g2,mj2, from './data/e252v3i/e252v3i.mp4':\nMetadata:\nmajor_brand     : isom\nminor_version   : 512\ncompatible_brands: isomiso2avc1mp41\nencoder         : Lavf59.27.100\nDuration: 00:00:01.50, start: 0.000000, bitrate: 789 kb/s\nStream #0:0(und): Video: h264 (High) (avc1 / 0x31637661), yuv420p, 640x360 [SAR 1:1 DAR 16:9], 784 kb/s, 12 fps, 12 tbr, 12288 tbn, 24 tbc (default)\nMetadata:\nhandler_name    : VideoHandler\nencoder         : Lavc59.37.100 libx264\nOutput #0, image2, to './data/test/e252v3i/%05d.png':\nMetadata:\nmajor_brand     : isom\nminor_version   : 512\ncompatible_brands: isomiso2avc1mp41\nencoder         : Lavf56.40.101\nStream #0:0(und): Video: png, rgb24, 640x360 [SAR 1:1 DAR 16:9], q=2-31, 200 kb/s, 10 fps, 10 tbn, 10 tbc (default)\nMetadata:\nhandler_name    : VideoHandler\nencoder         : Lavc56.60.100 png\nStream mapping:\nStream #0:0 -> #0:0 (h264 (native) -> png (native))\nPress [q] to stop, [?] for help\nframe=   15 fps=0.0 q=-0.0 Lsize=N/A time=00:00:01.50 bitrate=N/A\nvideo:2433kB audio:0kB subtitle:0kB other streams:0kB global headers:0kB muxing overhead: unknown\npython src/preprocess_optical_flow.py --vid-path data/test/e252v3i --gpu 0\ncomputing flow:   0%|          | 0/15 [00:00<?, ?it/s]/root/.pyenv/versions/3.8.16/lib/python3.8/site-packages/torch/functional.py:504: UserWarning: torch.meshgrid: in an upcoming release, it will be required to pass the indexing argument. (Triggered internally at ../aten/src/ATen/native/TensorShape.cpp:3483.)\nreturn _VF.meshgrid(tensors, **kwargs)  # type: ignore[attr-defined]\ncomputing flow:   7%|▋         | 1/15 [00:05<01:13,  5.28s/it]\ncomputing flow:  13%|█▎        | 2/15 [00:05<00:31,  2.39s/it]\ncomputing flow:  20%|██        | 3/15 [00:06<00:17,  1.47s/it]\ncomputing flow:  27%|██▋       | 4/15 [00:06<00:11,  1.04s/it]\ncomputing flow:  33%|███▎      | 5/15 [00:06<00:07,  1.26it/s]\ncomputing flow:  40%|████      | 6/15 [00:07<00:05,  1.55it/s]\ncomputing flow:  47%|████▋     | 7/15 [00:07<00:04,  1.81it/s]\ncomputing flow:  53%|█████▎    | 8/15 [00:07<00:03,  2.04it/s]\ncomputing flow:  60%|██████    | 9/15 [00:08<00:02,  2.24it/s]\ncomputing flow:  67%|██████▋   | 10/15 [00:08<00:02,  2.40it/s]\ncomputing flow:  73%|███████▎  | 11/15 [00:08<00:01,  2.51it/s]\ncomputing flow:  80%|████████  | 12/15 [00:09<00:01,  2.62it/s]\ncomputing flow:  87%|████████▋ | 13/15 [00:09<00:00,  2.64it/s]\ncomputing flow:  93%|█████████▎| 14/15 [00:09<00:00,  2.61it/s]\ncomputing flow: 100%|██████████| 15/15 [00:09<00:00,  1.50it/s]\nIMAGEIO FFMPEG_WRITER WARNING: input image is not divisible by macro_block_size=16, resizing from (160, 90) to (160, 96) 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).\nIMAGEIO FFMPEG_WRITER WARNING: input image is not divisible by macro_block_size=16, resizing from (160, 90) to (160, 96) 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).\nModel has 264706 params\nModel has 416379 params\npre-training\n  0%|          | 0/100 [00:00<?, ?it/s]\n  1%|          | 1/100 [00:01<02:09,  1.31s/it]\n  2%|▏         | 2/100 [00:01<01:00,  1.63it/s]\n  4%|▍         | 4/100 [00:01<00:26,  3.56it/s]\n  6%|▌         | 6/100 [00:01<00:17,  5.33it/s]\n  8%|▊         | 8/100 [00:01<00:13,  6.85it/s]\n 10%|█         | 10/100 [00:02<00:11,  8.11it/s]\n 12%|█▏        | 12/100 [00:02<00:09,  9.11it/s]\n 14%|█▍        | 14/100 [00:02<00:08,  9.88it/s]\n 16%|█▌        | 16/100 [00:02<00:08, 10.44it/s]\n 18%|█▊        | 18/100 [00:02<00:07, 10.85it/s]\n 20%|██        | 20/100 [00:02<00:07, 11.13it/s]\n 22%|██▏       | 22/100 [00:03<00:06, 11.37it/s]\n 24%|██▍       | 24/100 [00:03<00:06, 11.53it/s]\n 26%|██▌       | 26/100 [00:03<00:06, 11.63it/s]\n 28%|██▊       | 28/100 [00:03<00:06, 11.70it/s]\n 30%|███     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    | 196/10001 [00:15<13:12, 12.38it/s]\n  2%|▏         | 198/10001 [00:16<13:10, 12.41it/s]\n  2%|▏         | 200/10001 [00:16<13:18, 12.28it/s]\n  2%|▏         | 202/10001 [00:16<13:18, 12.27it/s]\n  2%|▏         | 204/10001 [00:16<13:14, 12.34it/s]\n  2%|▏         | 206/10001 [00:16<13:24, 12.18it/s]\n  2%|▏         | 208/10001 [00:16<13:15, 12.32it/s]\n  2%|▏         | 210/10001 [00:17<13:15, 12.31it/s]\n  2%|▏         | 212/10001 [00:17<13:15, 12.30it/s]\n  2%|▏         | 214/10001 [00:17<13:16, 12.28it/s]\n  2%|▏         | 216/10001 [00:17<13:15, 12.30it/s]\n  2%|▏         | 218/10001 [00:17<13:12, 12.34it/s]\n  2%|▏         | 220/10001 [00:17<13:18, 12.25it/s]\n  2%|▏         | 222/10001 [00:18<13:18, 12.25it/s]\n  2%|▏         | 224/10001 [00:18<13:29, 12.08it/s]\n  2%|▏         | 226/10001 [00:18<13:14, 12.30it/s]\n  2%|▏         | 228/10001 [00:18<13:21, 12.19it/s]\n  2%|▏         | 230/10001 [00:18<13:23, 12.16it/s]\n  2%|▏         | 232/10001 [00:18<13:15, 12.29it/s]\n  2%|▏         | 234/10001 [00:19<13:20, 12.20it/s]\n  2%|▏         | 236/10001 [00:19<13:19, 12.22it/s]\n  2%|▏         | 238/10001 [00:19<13:13, 12.30it/s]\n  2%|▏         | 240/10001 [00:19<13:16, 12.25it/s]\n  2%|▏         | 242/10001 [00:19<13:20, 12.20it/s]\n  2%|▏         | 244/10001 [00:19<13:15, 12.27it/s]\n  2%|▏         | 246/10001 [00:20<13:25, 12.11it/s]\n  2%|▏         | 248/10001 [00:20<13:32, 12.01it/s]\n  2%|▏         | 250/10001 [00:20<13:17, 12.22it/s]\n  3%|▎         | 252/10001 [00:20<13:18, 12.22it/s]\n  3%|▎         | 254/10001 [00:20<13:23, 12.13it/s]\n  3%|▎         | 256/10001 [00:20<13:15, 12.25it/s]\n  3%|▎         | 258/10001 [00:20<13:06, 12.39it/s]\n  3%|▎         | 260/10001 [00:21<13:14, 12.26it/s]\n  3%|▎         | 262/10001 [00:21<13:12, 12.29it/s]\n  3%|▎         | 264/10001 [00:21<13:19, 12.17it/s]\n  3%|▎         | 266/10001 [00:21<13:18, 12.19it/s]\n  3%|▎         | 268/10001 [00:21<13:15, 12.23it/s]\n  3%|▎         | 270/10001 [00:21<13:15, 12.23it/s]\n  3%|▎         | 272/10001 [00:22<13:04, 12.40it/s]\n  3%|▎         | 274/10001 [00:22<13:13, 12.25it/s]\n  3%|▎         | 276/10001 [00:22<13:14, 12.24it/s]\n  3%|▎         | 278/10001 [00:22<13:08, 12.33it/s]\n  3%|▎         | 280/10001 [00:22<13:10, 12.30it/s]\n  3%|▎         | 282/10001 [00:22<13:03, 12.40it/s]\n  3%|▎         | 284/10001 [00:23<13:11, 12.28it/s]\n  3%|▎         | 286/10001 [00:23<13:09, 12.30it/s]\n  3%|▎         | 288/10001 [00:23<13:10, 12.29it/s]\n  3%|▎         | 290/10001 [00:23<13:17, 12.18it/s]\n  3%|▎         | 292/10001 [00:23<13:14, 12.22it/s]\n  3%|▎         | 294/10001 [00:23<13:12, 12.25it/s]\n  3%|▎         | 296/10001 [00:24<13:13, 12.23it/s]\n  3%|▎         | 298/10001 [00:24<13:11, 12.26it/s]\n  3%|▎         | 300/10001 [00:24<13:17, 12.16it/s]\n  3%|▎         | 302/10001 [00:24<13:14, 12.21it/s]\n  3%|▎         | 304/10001 [00:24<13:16, 12.18it/s]\n  3%|▎         | 306/10001 [00:24<13:14, 12.21it/s]\n  3%|▎         | 308/10001 [00:25<13:12, 12.24it/s]\n  3%|▎         | 310/10001 [00:25<13:07, 12.31it/s]\n  3%|▎         | 312/10001 [00:25<13:06, 12.32it/s]\n  3%|▎         | 314/10001 [00:25<13:19, 12.12it/s]\n  3%|▎         | 316/10001 [00:25<13:12, 12.23it/s]\n  3%|▎         | 318/10001 [00:25<13:13, 12.20it/s]\n  3%|▎         | 320/10001 [00:26<13:12, 12.21it/s]\n  3%|▎         | 322/10001 [00:26<13:23, 12.05it/s]\n  3%|▎         | 324/10001 [00:26<13:24, 12.03it/s]\n  3%|▎         | 326/10001 [00:26<13:13, 12.19it/s]\n  3%|▎         | 328/10001 [00:26<13:17, 12.12it/s]\n  3%|▎         | 330/10001 [00:26<13:10, 12.24it/s]\n  3%|▎         | 332/10001 [00:27<13:17, 12.13it/s]\n  3%|▎         | 334/10001 [00:27<13:18, 12.11it/s]\n  3%|▎         | 336/10001 [00:27<13:11, 12.21it/s]\n  3%|▎         | 338/10001 [00:27<13:25, 12.00it/s]\n  3%|▎         | 340/10001 [00:27<13:15, 12.15it/s]\n  3%|▎         | 342/10001 [00:27<13:21, 12.05it/s]\n  3%|▎         | 344/10001 [00:28<13:15, 12.14it/s]\n  3%|▎         | 346/10001 [00:28<13:29, 11.92it/s]\n  3%|▎         | 348/10001 [00:28<13:12, 12.19it/s]\n  3%|▎         | 350/10001 [00:28<13:13, 12.16it/s]\n  4%|▎         | 352/10001 [00:28<13:09, 12.23it/s]\n  4%|▎         | 354/10001 [00:28<13:12, 12.18it/s]\n  4%|▎         | 356/10001 [00:29<13:11, 12.18it/s]\n  4%|▎         | 358/10001 [00:29<13:19, 12.07it/s]\n  4%|▎         | 360/10001 [00:29<13:07, 12.25it/s]\n  4%|▎         | 362/10001 [00:29<13:15, 12.12it/s]\n  4%|▎         | 364/10001 [00:29<13:16, 12.09it/s]\n  4%|▎         | 366/10001 [00:29<13:02, 12.32it/s]\n  4%|▎         | 368/10001 [00:30<13:03, 12.29it/s]\n  4%|▎         | 370/10001 [00:30<13:01, 12.32it/s]\n  4%|▎         | 372/10001 [00:30<13:07, 12.22it/s]\n  4%|▎         | 374/10001 [00:30<12:57, 12.39it/s]\n  4%|▍         | 376/10001 [00:30<13:08, 12.20it/s]\n  4%|▍         | 378/10001 [00:30<13:08, 12.21it/s]\n  4%|▍         | 380/10001 [00:30<13:07, 12.22it/s]\n  4%|▍         | 382/10001 [00:31<13:12, 12.14it/s]\n  4%|▍         | 384/10001 [00:31<13:13, 12.12it/s]\n  4%|▍         | 386/10001 [00:31<13:04, 12.26it/s]\n  4%|▍         | 388/10001 [00:31<13:04, 12.26it/s]\n  4%|▍         | 390/10001 [00:31<13:06, 12.22it/s]\n  4%|▍         | 392/10001 [00:31<13:11, 12.15it/s]\n  4%|▍         | 394/10001 [00:32<13:08, 12.19it/s]\n  4%|▍         | 396/10001 [00:32<13:09, 12.17it/s]\n  4%|▍         | 398/10001 [00:32<13:05, 12.23it/s]\n  4%|▍         | 400/10001 [00:32<13:05, 12.23it/s]\n  4%|▍         | 402/10001 [00:32<12:59, 12.32it/s]\n  4%|▍         | 404/10001 [00:32<13:11, 12.12it/s]\n  4%|▍         | 406/10001 [00:33<13:09, 12.16it/s]\n  4%|▍         | 408/10001 [00:33<13:09, 12.16it/s]\n  4%|▍         | 410/10001 [00:33<13:10, 12.14it/s]\n  4%|▍         | 412/10001 [00:33<13:07, 12.17it/s]\n  4%|▍         | 414/10001 [00:33<13:09, 12.14it/s]\n  4%|▍         | 416/10001 [00:33<13:15, 12.04it/s]\n  4%|▍         | 418/10001 [00:34<13:14, 12.06it/s]\n  4%|▍         | 420/10001 [00:34<13:16, 12.03it/s]\n  4%|▍         | 422/10001 [00:34<13:06, 12.17it/s]\n  4%|▍         | 424/10001 [00:34<13:01, 12.26it/s]\n  4%|▍         | 426/10001 [00:34<12:59, 12.29it/s]\n  4%|▍         | 428/10001 [00:34<13:11, 12.09it/s]\n  4%|▍         | 430/10001 [00:35<13:03, 12.21it/s]\n  4%|▍         | 432/10001 [00:35<13:14, 12.05it/s]\n  4%|▍         | 434/10001 [00:35<13:15, 12.02it/s]\n  4%|▍         | 436/10001 [00:35<13:13, 12.05it/s]\n  4%|▍         | 438/10001 [00:35<13:30, 11.80it/s]\n  4%|▍         | 440/10001 [00:35<14:04, 11.33it/s]\n  4%|▍         | 442/10001 [00:36<13:38, 11.68it/s]\n  4%|▍         | 444/10001 [00:36<15:49, 10.07it/s]\n  4%|▍         | 446/10001 [00:36<15:08, 10.51it/s]\n  4%|▍         | 448/10001 [00:36<14:46, 10.78it/s]\n  4%|▍         | 450/10001 [00:36<14:09, 11.25it/s]\n  5%|▍         | 452/10001 [00:37<13:57, 11.40it/s]\n  5%|▍         | 454/10001 [00:37<13:53, 11.45it/s]\n  5%|▍         | 456/10001 [00:37<13:34, 11.73it/s]\n  5%|▍         | 458/10001 [00:37<13:39, 11.64it/s]\n  5%|▍         | 460/10001 [00:37<13:39, 11.65it/s]\n  5%|▍         | 462/10001 [00:37<13:32, 11.74it/s]\n  5%|▍         | 464/10001 [00:38<13:26, 11.83it/s]\n  5%|▍         | 466/10001 [00:38<13:17, 11.96it/s]\n  5%|▍         | 468/10001 [00:38<13:19, 11.92it/s]\n  5%|▍         | 470/10001 [00:38<13:12, 12.03it/s]\n  5%|▍         | 472/10001 [00:38<13:38, 11.64it/s]\n  5%|▍         | 474/10001 [00:38<13:21, 11.88it/s]\n  5%|▍         | 476/10001 [00:39<13:21, 11.88it/s]\n  5%|▍         | 478/10001 [00:39<13:22, 11.87it/s]\n  5%|▍         | 480/10001 [00:39<13:10, 12.04it/s]\n  5%|▍         | 482/10001 [00:39<13:04, 12.13it/s]\n  5%|▍         | 484/10001 [00:39<13:23, 11.85it/s]\n  5%|▍         | 486/10001 [00:39<13:12, 12.01it/s]\n  5%|▍         | 488/10001 [00:40<13:10, 12.04it/s]\n  5%|▍         | 490/10001 [00:40<13:11, 12.02it/s]\n  5%|▍         | 492/10001 [00:40<13:03, 12.13it/s]\n  5%|▍         | 494/10001 [00:40<13:07, 12.07it/s]\n  5%|▍         | 496/10001 [00:40<12:58, 12.20it/s]\n  5%|▍         | 498/10001 [00:40<13:09, 12.04it/s]\n  5%|▍         | 500/10001 [00:41<13:25, 11.79it/s]\n  5%|▌         | 502/10001 [00:41<13:36, 11.63it/s]\n  5%|▌         | 504/10001 [00:41<13:34, 11.66it/s]\n  5%|▌         | 506/10001 [00:41<13:05, 12.09it/s]\n  5%|▌         | 508/10001 [00:41<13:18, 11.88it/s]\n  5%|▌         | 510/10001 [00:41<13:25, 11.78it/s]\n  5%|▌         | 512/10001 [00:42<13:09, 12.02it/s]\n  5%|▌         | 514/10001 [00:42<13:12, 11.97it/s]\n  5%|▌         | 516/10001 [00:42<13:06, 12.06it/s]\n  5%|▌         | 518/10001 [00:42<13:17, 11.89it/s]\n  5%|▌         | 520/10001 [00:42<13:26, 11.76it/s]\n  5%|▌         | 522/10001 [00:42<13:13, 11.94it/s]\n  5%|▌         | 524/10001 [00:43<13:17, 11.88it/s]\n  5%|▌         | 526/10001 [00:43<13:08, 12.02it/s]\n  5%|▌         | 528/10001 [00:43<13:12, 11.95it/s]\n  5%|▌         | 530/10001 [00:43<12:58, 12.17it/s]\n  5%|▌         | 532/10001 [00:43<13:17, 11.87it/s]\n  5%|▌         | 534/10001 [00:43<13:07, 12.02it/s]\n  5%|▌         | 536/10001 [00:44<13:06, 12.04it/s]\n  5%|▌         | 538/10001 [00:44<13:07, 12.02it/s]\n  5%|▌         | 540/10001 [00:44<13:13, 11.93it/s]\n  5%|▌         | 542/10001 [00:44<13:06, 12.03it/s]\n  5%|▌         | 544/10001 [00:44<13:06, 12.03it/s]\n  5%|▌         | 546/10001 [00:44<12:57, 12.16it/s]\n  5%|▌         | 548/10001 [00:45<12:57, 12.15it/s]\n  5%|▌         | 550/10001 [00:45<12:53, 12.22it/s]\n  6%|▌         | 552/10001 [00:45<12:53, 12.22it/s]\n  6%|▌         | 554/10001 [00:45<12:54, 12.19it/s]\n  6%|▌         | 556/10001 [00:45<12:55, 12.17it/s]\n  6%|▌         | 558/10001 [00:45<12:46, 12.31it/s]\n  6%|▌         | 560/10001 [00:46<12:52, 12.23it/s]\n  6%|▌         | 562/10001 [00:46<12:57, 12.14it/s]\n  6%|▌         | 564/10001 [00:46<13:10, 11.93it/s]\n  6%|▌         | 566/10001 [00:46<13:11, 11.92it/s]\n  6%|▌         | 568/10001 [00:46<13:09, 11.94it/s]\n  6%|▌         | 570/10001 [00:46<13:54, 11.30it/s]\n  6%|▌         | 572/10001 [00:47<13:46, 11.41it/s]\n  6%|▌         | 574/10001 [00:47<13:41, 11.48it/s]\n  6%|▌         | 576/10001 [00:47<13:25, 11.71it/s]\n  6%|▌         | 578/10001 [00:47<13:13, 11.87it/s]\n  6%|▌         | 580/10001 [00:47<13:05, 11.99it/s]\n  6%|▌         | 582/10001 [00:47<13:00, 12.06it/s]\n  6%|▌         | 584/10001 [00:48<13:08, 11.95it/s]\n  6%|▌         | 586/10001 [00:48<13:06, 11.96it/s]\n  6%|▌         | 588/10001 [00:48<13:05, 11.98it/s]\n  6%|▌         | 590/10001 [00:48<13:22, 11.73it/s]\n  6%|▌         | 592/10001 [00:48<13:08, 11.93it/s]\n  6%|▌         | 594/10001 [00:48<12:55, 12.13it/s]\n  6%|▌         | 596/10001 [00:49<13:02, 12.02it/s]\n  6%|▌         | 598/10001 [00:49<12:58, 12.08it/s]\n  6%|▌         | 600/10001 [00:49<12:58, 12.07it/s]\n  6%|▌         | 602/10001 [00:49<13:06, 11.96it/s]\n  6%|▌         | 604/10001 [00:49<13:07, 11.93it/s]\n  6%|▌         | 606/10001 [00:49<13:13, 11.84it/s]\n  6%|▌         | 608/10001 [00:50<13:03, 11.99it/s]\n  6%|▌         | 610/10001 [00:50<13:29, 11.61it/s]\n  6%|▌         | 612/10001 [00:50<13:27, 11.63it/s]\n  6%|▌         | 614/10001 [00:50<13:28, 11.61it/s]\n  6%|▌         | 616/10001 [00:50<13:29, 11.60it/s]\n  6%|▌         | 618/10001 [00:50<13:21, 11.70it/s]\n  6%|▌         | 620/10001 [00:51<13:13, 11.83it/s]\n  6%|▌         | 622/10001 [00:51<13:06, 11.92it/s]\n  6%|▌         | 624/10001 [00:51<13:03, 11.97it/s]\n  6%|▋         | 626/10001 [00:51<13:00, 12.02it/s]\n  6%|▋         | 628/10001 [00:51<13:02, 11.98it/s]\n  6%|▋         | 630/10001 [00:51<13:08, 11.88it/s]\n  6%|▋         | 632/10001 [00:52<13:03, 11.96it/s]\n  6%|▋         | 634/10001 [00:52<13:06, 11.91it/s]\n  6%|▋         | 636/10001 [00:52<13:09, 11.87it/s]\n  6%|▋         | 638/10001 [00:52<12:58, 12.02it/s]\n  6%|▋         | 640/10001 [00:52<13:04, 11.94it/s]\n  6%|▋         | 642/10001 [00:53<13:04, 11.93it/s]\n  6%|▋         | 644/10001 [00:53<13:08, 11.87it/s]\n  6%|▋         | 646/10001 [00:53<13:12, 11.81it/s]\n  6%|▋         | 648/10001 [00:53<13:08, 11.85it/s]\n  6%|▋         | 650/10001 [00:53<13:17, 11.72it/s]\n  7%|▋         | 652/10001 [00:53<13:16, 11.73it/s]\n  7%|▋         | 654/10001 [00:54<14:19, 10.87it/s]\n  7%|▋         | 656/10001 [00:54<13:52, 11.23it/s]\n  7%|▋         | 658/10001 [00:54<13:37, 11.42it/s]\n  7%|▋         | 660/10001 [00:54<13:35, 11.46it/s]\n  7%|▋         | 662/10001 [00:54<13:31, 11.51it/s]\n  7%|▋         | 664/10001 [00:54<13:25, 11.59it/s]\n  7%|▋         | 666/10001 [00:55<13:29, 11.53it/s]\n  7%|▋         | 668/10001 [00:55<13:18, 11.69it/s]\n  7%|▋         | 670/10001 [00:55<13:20, 11.65it/s]\n  7%|▋         | 672/10001 [00:55<13:20, 11.65it/s]\n  7%|▋         | 674/10001 [00:55<13:13, 11.75it/s]\n  7%|▋         | 676/10001 [00:55<13:24, 11.58it/s]\n  7%|▋         | 678/10001 [00:56<13:12, 11.76it/s]\n  7%|▋         | 680/10001 [00:56<13:06, 11.85it/s]\n  7%|▋         | 682/10001 [00:56<13:05, 11.86it/s]\n  7%|▋         | 684/10001 [00:56<13:05, 11.87it/s]\n  7%|▋         | 686/10001 [00:56<13:00, 11.93it/s]\n  7%|▋         | 688/10001 [00:56<13:16, 11.70it/s]\n  7%|▋         | 690/10001 [00:57<13:24, 11.58it/s]\n  7%|▋         | 692/10001 [00:57<13:34, 11.43it/s]\n  7%|▋         | 694/10001 [00:57<13:19, 11.64it/s]\n  7%|▋         | 696/10001 [00:57<13:21, 11.61it/s]\n  7%|▋         | 698/10001 [00:57<13:15, 11.70it/s]\n  7%|▋         | 700/10001 [00:57<13:09, 11.78it/s]\n  7%|▋         | 702/10001 [00:58<13:17, 11.66it/s]\n  7%|▋         | 704/10001 [00:58<13:24, 11.56it/s]\n  7%|▋         | 706/10001 [00:58<13:15, 11.69it/s]\n  7%|▋         | 708/10001 [00:58<13:08, 11.78it/s]\n  7%|▋         | 710/10001 [00:58<13:05, 11.83it/s]\n  7%|▋         | 712/10001 [00:59<13:22, 11.58it/s]\n  7%|▋         | 714/10001 [00:59<13:01, 11.88it/s]\n  7%|▋         | 716/10001 [00:59<12:51, 12.04it/s]\n  7%|▋         | 718/10001 [00:59<12:49, 12.06it/s]\n  7%|▋         | 720/10001 [00:59<13:03, 11.84it/s]\n  7%|▋         | 722/10001 [00:59<12:54, 11.97it/s]\n  7%|▋         | 724/10001 [01:00<12:56, 11.95it/s]\n  7%|▋         | 726/10001 [01:00<13:00, 11.88it/s]\n  7%|▋         | 728/10001 [01:00<13:09, 11.75it/s]\n  7%|▋         | 730/10001 [01:00<13:11, 11.72it/s]\n  7%|▋         | 732/10001 [01:00<13:06, 11.78it/s]\n  7%|▋         | 734/10001 [01:00<13:05, 11.79it/s]\n  7%|▋         | 736/10001 [01:01<13:08, 11.74it/s]\n  7%|▋         | 738/10001 [01:01<13:19, 11.59it/s]\n  7%|▋         | 740/10001 [01:01<13:19, 11.59it/s]\n  7%|▋         | 742/10001 [01:01<13:06, 11.77it/s]\n  7%|▋         | 744/10001 [01:01<13:01, 11.84it/s]\n  7%|▋         | 746/10001 [01:01<12:59, 11.87it/s]\n  7%|▋         | 748/10001 [01:02<13:08, 11.74it/s]\n  7%|▋         | 750/10001 [01:02<13:31, 11.40it/s]\n  8%|▊         | 752/10001 [01:02<13:12, 11.67it/s]\n  8%|▊         | 754/10001 [01:02<13:10, 11.69it/s]\n  8%|▊         | 756/10001 [01:02<13:08, 11.73it/s]\n  8%|▊         | 758/10001 [01:02<13:12, 11.67it/s]\n  8%|▊         | 760/10001 [01:03<13:00, 11.83it/s]\n  8%|▊         | 762/10001 [01:03<13:10, 11.69it/s]\n  8%|▊         | 764/10001 [01:03<13:01, 11.83it/s]\n  8%|▊         | 766/10001 [01:03<12:50, 11.98it/s]\n  8%|▊         | 768/10001 [01:03<12:56, 11.89it/s]\n  8%|▊         | 770/10001 [01:03<13:08, 11.70it/s]\n  8%|▊         | 772/10001 [01:04<13:01, 11.81it/s]\n  8%|▊         | 774/10001 [01:04<13:04, 11.76it/s]\n  8%|▊         | 776/10001 [01:04<13:15, 11.59it/s]\n  8%|▊         | 778/10001 [01:04<13:14, 11.61it/s]\n  8%|▊         | 780/10001 [01:04<13:01, 11.79it/s]\n  8%|▊         | 782/10001 [01:04<13:05, 11.74it/s]\n  8%|▊         | 784/10001 [01:05<13:05, 11.73it/s]\n  8%|▊         | 786/10001 [01:05<13:08, 11.69it/s]\n  8%|▊         | 788/10001 [01:05<13:02, 11.77it/s]\n  8%|▊         | 790/10001 [01:05<13:03, 11.75it/s]\n  8%|▊         | 792/10001 [01:05<13:04, 11.73it/s]\n  8%|▊         | 794/10001 [01:05<12:50, 11.95it/s]\n  8%|▊         | 796/10001 [01:06<12:56, 11.85it/s]\n  8%|▊         | 798/10001 [01:06<13:03, 11.74it/s]\n  8%|▊         | 800/10001 [01:06<12:55, 11.87it/s]\n  8%|▊         | 802/10001 [01:06<13:02, 11.76it/s]\n  8%|▊         | 804/10001 [01:06<12:59, 11.79it/s]\n  8%|▊         | 806/10001 [01:06<12:46, 11.99it/s]\n  8%|▊         | 808/10001 [01:07<12:55, 11.85it/s]\n  8%|▊         | 810/10001 [01:07<12:45, 12.01it/s]\n  8%|▊         | 812/10001 [01:07<12:41, 12.06it/s]\n  8%|▊         | 814/10001 [01:07<12:47, 11.97it/s]\n  8%|▊         | 816/10001 [01:07<12:42, 12.04it/s]\n  8%|▊         | 818/10001 [01:08<13:32, 11.31it/s]\n  8%|▊         | 820/10001 [01:08<13:16, 11.53it/s]\n  8%|▊         | 822/10001 [01:08<13:02, 11.74it/s]\n  8%|▊         | 824/10001 [01:08<13:05, 11.68it/s]\n  8%|▊         | 826/10001 [01:08<12:52, 11.88it/s]\n  8%|▊         | 828/10001 [01:08<12:43, 12.02it/s]\n  8%|▊         | 830/10001 [01:09<12:46, 11.97it/s]\n  8%|▊         | 832/10001 [01:09<12:51, 11.88it/s]\n  8%|▊         | 834/10001 [01:09<12:38, 12.09it/s]\n  8%|▊         | 836/10001 [01:09<12:38, 12.09it/s]\n  8%|▊         | 838/10001 [01:09<12:41, 12.04it/s]\n  8%|▊         | 840/10001 [01:09<12:40, 12.04it/s]\n  8%|▊         | 842/10001 [01:10<12:42, 12.01it/s]\n  8%|▊         | 844/10001 [01:10<12:42, 12.00it/s]\n  8%|▊         | 846/10001 [01:10<12:40, 12.04it/s]\n  8%|▊         | 848/10001 [01:10<12:37, 12.09it/s]\n  8%|▊         | 850/10001 [01:10<12:45, 11.95it/s]\n  9%|▊         | 852/10001 [01:10<12:45, 11.95it/s]\n  9%|▊         | 854/10001 [01:11<12:50, 11.87it/s]\n  9%|▊         | 856/10001 [01:11<12:47, 11.92it/s]\n  9%|▊         | 858/10001 [01:11<12:54, 11.81it/s]\n  9%|▊         | 860/10001 [01:11<13:05, 11.64it/s]\n  9%|▊         | 862/10001 [01:11<13:02, 11.69it/s]\n  9%|▊         | 864/10001 [01:11<12:58, 11.73it/s]\n  9%|▊         | 866/10001 [01:12<12:47, 11.91it/s]\n  9%|▊         | 868/10001 [01:12<12:59, 11.72it/s]\n  9%|▊         | 870/10001 [01:12<12:56, 11.76it/s]\n  9%|▊         | 872/10001 [01:12<12:48, 11.88it/s]\n  9%|▊         | 874/10001 [01:12<12:51, 11.82it/s]\n  9%|▉         | 876/10001 [01:12<12:48, 11.87it/s]\n  9%|▉         | 878/10001 [01:13<12:53, 11.79it/s]\n  9%|▉         | 880/10001 [01:13<12:45, 11.92it/s]\n  9%|▉         | 882/10001 [01:13<12:46, 11.90it/s]\n  9%|▉         | 884/10001 [01:13<12:45, 11.91it/s]\n  9%|▉         | 886/10001 [01:13<12:47, 11.88it/s]\n  9%|▉         | 888/10001 [01:13<12:48, 11.86it/s]\n  9%|▉         | 890/10001 [01:14<12:52, 11.79it/s]\n  9%|▉         | 892/10001 [01:14<12:47, 11.88it/s]\n  9%|▉         | 894/10001 [01:14<12:46, 11.89it/s]\n  9%|▉         | 896/10001 [01:14<12:57, 11.72it/s]\n  9%|▉         | 898/10001 [01:14<12:55, 11.73it/s]\n  9%|▉         | 900/10001 [01:14<12:52, 11.78it/s]\n  9%|▉         | 902/10001 [01:15<12:43, 11.92it/s]\n  9%|▉         | 904/10001 [01:15<12:54, 11.75it/s]\n  9%|▉         | 906/10001 [01:15<13:09, 11.53it/s]\n  9%|▉         | 908/10001 [01:15<13:13, 11.45it/s]\n  9%|▉         | 910/10001 [01:15<13:05, 11.57it/s]\n  9%|▉         | 912/10001 [01:15<13:03, 11.60it/s]\n  9%|▉         | 914/10001 [01:16<12:57, 11.68it/s]\n  9%|▉         | 916/10001 [01:16<12:50, 11.79it/s]\n  9%|▉         | 918/10001 [01:16<12:51, 11.78it/s]\n  9%|▉         | 920/10001 [01:16<12:51, 11.77it/s]\n  9%|▉         | 922/10001 [01:16<12:54, 11.72it/s]\n  9%|▉         | 924/10001 [01:16<12:53, 11.73it/s]\n  9%|▉         | 926/10001 [01:17<12:50, 11.77it/s]\n  9%|▉         | 928/10001 [01:17<12:48, 11.81it/s]\n  9%|▉         | 930/10001 [01:17<12:47, 11.82it/s]\n  9%|▉         | 932/10001 [01:17<12:51, 11.76it/s]\n  9%|▉         | 934/10001 [01:17<12:59, 11.63it/s]\n  9%|▉         | 936/10001 [01:17<12:49, 11.78it/s]\n  9%|▉         | 938/10001 [01:18<12:52, 11.73it/s]\n  9%|▉         | 940/10001 [01:18<12:53, 11.72it/s]\n  9%|▉         | 942/10001 [01:18<12:55, 11.68it/s]\n  9%|▉         | 944/10001 [01:18<12:51, 11.74it/s]\n  9%|▉         | 946/10001 [01:18<13:01, 11.58it/s]\n  9%|▉         | 948/10001 [01:19<13:03, 11.55it/s]\n  9%|▉         | 950/10001 [01:19<13:38, 11.05it/s]\n 10%|▉         | 952/10001 [01:19<13:26, 11.22it/s]\n 10%|▉         | 954/10001 [01:19<13:18, 11.33it/s]\n 10%|▉         | 956/10001 [01:19<13:15, 11.37it/s]\n 10%|▉         | 958/10001 [01:19<13:02, 11.55it/s]\n 10%|▉         | 960/10001 [01:20<13:04, 11.52it/s]\n 10%|▉         | 962/10001 [01:20<12:59, 11.60it/s]\n 10%|▉         | 964/10001 [01:20<12:55, 11.65it/s]\n 10%|▉         | 966/10001 [01:20<12:54, 11.67it/s]\n 10%|▉         | 968/10001 [01:20<12:44, 11.81it/s]\n 10%|▉         | 970/10001 [01:20<12:47, 11.77it/s]\n 10%|▉         | 972/10001 [01:21<12:50, 11.72it/s]\n 10%|▉         | 974/10001 [01:21<12:48, 11.74it/s]\n 10%|▉         | 976/10001 [01:21<13:01, 11.55it/s]\n 10%|▉         | 978/10001 [01:21<12:56, 11.62it/s]\n 10%|▉         | 980/10001 [01:21<12:54, 11.65it/s]\n 10%|▉         | 982/10001 [01:21<12:41, 11.85it/s]\n 10%|▉         | 984/10001 [01:22<12:44, 11.80it/s]\n 10%|▉         | 986/10001 [01:22<12:52, 11.66it/s]\n 10%|▉         | 988/10001 [01:22<12:50, 11.70it/s]\n 10%|▉         | 990/10001 [01:22<12:50, 11.70it/s]\n 10%|▉         | 992/10001 [01:22<12:52, 11.66it/s]\n 10%|▉         | 994/10001 [01:22<12:59, 11.55it/s]\n 10%|▉         | 996/10001 [01:23<13:07, 11.44it/s]\n 10%|▉         | 998/10001 [01:23<12:58, 11.56it/s]\n 10%|▉         | 1000/10001 [01:23<12:49, 11.70it/s]\n 10%|█         | 1002/10001 [01:23<12:49, 11.69it/s]\n 10%|█         | 1004/10001 [01:23<12:46, 11.74it/s]\n 10%|█         | 1006/10001 [01:24<12:53, 11.63it/s]\n 10%|█         | 1008/10001 [01:24<12:51, 11.66it/s]\n 10%|█         | 1010/10001 [01:24<13:02, 11.48it/s]\n 10%|█         | 1012/10001 [01:24<13:10, 11.37it/s]\n 10%|█         | 1014/10001 [01:24<13:15, 11.29it/s]\n 10%|█         | 1016/10001 [01:24<13:05, 11.44it/s]\n 10%|█         | 1018/10001 [01:25<13:04, 11.44it/s]\n 10%|█         | 1020/10001 [01:25<13:08, 11.39it/s]\n 10%|█         | 1022/10001 [01:25<13:08, 11.39it/s]\n 10%|█         | 1024/10001 [01:25<12:54, 11.60it/s]\n 10%|█         | 1026/10001 [01:25<12:58, 11.52it/s]\n 10%|█         | 1028/10001 [01:25<12:48, 11.68it/s]\n 10%|█         | 1030/10001 [01:26<12:35, 11.87it/s]\n 10%|█         | 1032/10001 [01:26<12:42, 11.76it/s]\n 10%|█         | 1034/10001 [01:26<12:41, 11.77it/s]\n 10%|█         | 1036/10001 [01:26<12:32, 11.91it/s]\n 10%|█         | 1038/10001 [01:26<12:36, 11.85it/s]\n 10%|█         | 1040/10001 [01:26<12:44, 11.72it/s]\n 10%|█         | 1042/10001 [01:27<12:46, 11.69it/s]\n 10%|█         | 1044/10001 [01:27<12:39, 11.80it/s]\n 10%|█         | 1046/10001 [01:27<12:41, 11.75it/s]\n 10%|█         | 1048/10001 [01:27<12:31, 11.91it/s]\n 10%|█         | 1050/10001 [01:27<12:29, 11.94it/s]\n 11%|█         | 1052/10001 [01:27<12:30, 11.93it/s]\n 11%|█         | 1054/10001 [01:28<12:41, 11.75it/s]\n 11%|█         | 1056/10001 [01:28<12:38, 11.80it/s]\n 11%|█         | 1058/10001 [01:28<12:44, 11.70it/s]\n 11%|█         | 1060/10001 [01:28<12:41, 11.74it/s]\n 11%|█         | 1062/10001 [01:28<12:45, 11.68it/s]\n 11%|█         | 1064/10001 [01:28<12:39, 11.76it/s]\n 11%|█         | 1066/10001 [01:29<12:44, 11.69it/s]\n 11%|█         | 1068/10001 [01:29<12:54, 11.54it/s]\n 11%|█         | 1070/10001 [01:29<12:39, 11.76it/s]\n 11%|█         | 1072/10001 [01:29<12:39, 11.76it/s]\n 11%|█         | 1074/10001 [01:29<12:48, 11.62it/s]\n 11%|█         | 1076/10001 [01:30<12:40, 11.74it/s]\n 11%|█         | 1078/10001 [01:30<12:40, 11.74it/s]\n 11%|█         | 1080/10001 [01:30<12:39, 11.75it/s]\n 11%|█         | 1082/10001 [01:30<12:39, 11.74it/s]\n 11%|█         | 1084/10001 [01:30<12:37, 11.78it/s]\n 11%|█         | 1086/10001 [01:30<12:33, 11.84it/s]\n 11%|█         | 1088/10001 [01:31<12:40, 11.72it/s]\n 11%|█         | 1090/10001 [01:31<12:37, 11.76it/s]\n 11%|█         | 1092/10001 [01:31<12:33, 11.83it/s]\n 11%|█         | 1094/10001 [01:31<12:34, 11.81it/s]\n 11%|█         | 1096/10001 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[02:03<12:13, 11.64it/s]\n 15%|█▍        | 1468/10001 [02:03<12:10, 11.69it/s]\n 15%|█▍        | 1470/10001 [02:03<12:16, 11.59it/s]\n 15%|█▍        | 1472/10001 [02:03<12:15, 11.59it/s]\n 15%|█▍        | 1474/10001 [02:04<12:17, 11.56it/s]\n 15%|█▍        | 1476/10001 [02:04<12:13, 11.62it/s]\n 15%|█▍        | 1478/10001 [02:04<12:16, 11.58it/s]\n 15%|█▍        | 1480/10001 [02:04<12:16, 11.57it/s]\n 15%|█▍        | 1482/10001 [02:04<12:13, 11.62it/s]\n 15%|█▍        | 1484/10001 [02:04<12:13, 11.60it/s]\n 15%|█▍        | 1486/10001 [02:05<12:18, 11.52it/s]\n 15%|█▍        | 1488/10001 [02:05<12:18, 11.53it/s]\n 15%|█▍        | 1490/10001 [02:05<12:17, 11.54it/s]\n 15%|█▍        | 1492/10001 [02:05<12:16, 11.56it/s]\n 15%|█▍        | 1494/10001 [02:05<12:16, 11.55it/s]\n 15%|█▍        | 1496/10001 [02:05<12:18, 11.52it/s]\n 15%|█▍        | 1498/10001 [02:06<12:13, 11.59it/s]\n 15%|█▍        | 1500/10001 [02:06<12:24, 11.42it/s]\n 15%|█▌        | 1502/10001 [02:06<12:18, 11.51it/s]\n 15%|█▌        | 1504/10001 [02:06<12:14, 11.57it/s]\n 15%|█▌        | 1506/10001 [02:06<12:13, 11.59it/s]\n 15%|█▌        | 1508/10001 [02:06<12:23, 11.42it/s]\n 15%|█▌        | 1510/10001 [02:07<12:18, 11.49it/s]\n 15%|█▌        | 1512/10001 [02:07<12:17, 11.52it/s]\n 15%|█▌        | 1514/10001 [02:07<12:04, 11.72it/s]\n 15%|█▌        | 1516/10001 [02:07<12:04, 11.71it/s]\n 15%|█▌        | 1518/10001 [02:07<12:04, 11.70it/s]\n 15%|█▌        | 1520/10001 [02:07<12:02, 11.73it/s]\n 15%|█▌        | 1522/10001 [02:08<12:08, 11.64it/s]\n 15%|█▌        | 1524/10001 [02:08<12:15, 11.53it/s]\n 15%|█▌        | 1526/10001 [02:08<12:09, 11.61it/s]\n 15%|█▌        | 1528/10001 [02:08<12:06, 11.66it/s]\n 15%|█▌        | 1530/10001 [02:08<12:10, 11.60it/s]\n 15%|█▌        | 1532/10001 [02:09<12:22, 11.41it/s]\n 15%|█▌        | 1534/10001 [02:09<12:22, 11.40it/s]\n 15%|█▌        | 1536/10001 [02:09<12:29, 11.29it/s]\n 15%|█▌        | 1538/10001 [02:09<12:20, 11.42it/s]\n 15%|█▌        | 1540/10001 [02:09<12:08, 11.62it/s]\n 15%|█▌        | 1542/10001 [02:09<12:04, 11.67it/s]\n 15%|█▌        | 1544/10001 [02:10<12:17, 11.47it/s]\n 15%|█▌        | 1546/10001 [02:10<12:04, 11.67it/s]\n 15%|█▌        | 1548/10001 [02:10<12:00, 11.73it/s]\n 15%|█▌        | 1550/10001 [02:10<11:59, 11.75it/s]\n 16%|█▌        | 1552/10001 [02:10<12:00, 11.73it/s]\n 16%|█▌        | 1554/10001 [02:10<12:05, 11.65it/s]\n 16%|█▌        | 1556/10001 [02:11<11:59, 11.74it/s]\n 16%|█▌        | 1558/10001 [02:11<12:01, 11.70it/s]\n 16%|█▌        | 1560/10001 [02:11<11:58, 11.75it/s]\n 16%|█▌        | 1562/10001 [02:11<11:57, 11.76it/s]\n 16%|█▌        | 1564/10001 [02:11<12:16, 11.46it/s]\n 16%|█▌        | 1566/10001 [02:11<12:20, 11.40it/s]\n 16%|█▌        | 1568/10001 [02:12<12:16, 11.45it/s]\n 16%|█▌        | 1570/10001 [02:12<12:14, 11.48it/s]\n 16%|█▌        | 1572/10001 [02:12<12:20, 11.38it/s]\n 16%|█▌        | 1574/10001 [02:12<12:16, 11.44it/s]\n 16%|█▌        | 1576/10001 [02:12<12:13, 11.48it/s]\n 16%|█▌        | 1578/10001 [02:12<12:03, 11.65it/s]\n 16%|█▌        | 1580/10001 [02:13<12:04, 11.62it/s]\n 16%|█▌        | 1582/10001 [02:13<12:13, 11.48it/s]\n 16%|█▌        | 1584/10001 [02:13<12:08, 11.55it/s]\n 16%|█▌        | 1586/10001 [02:13<12:14, 11.45it/s]\n 16%|█▌        | 1588/10001 [02:13<12:15, 11.44it/s]\n 16%|█▌        | 1590/10001 [02:14<12:09, 11.53it/s]\n 16%|█▌        | 1592/10001 [02:14<12:18, 11.39it/s]\n 16%|█▌        | 1594/10001 [02:14<12:17, 11.39it/s]\n 16%|█▌        | 1596/10001 [02:14<12:13, 11.46it/s]\n 16%|█▌        | 1598/10001 [02:14<12:14, 11.44it/s]\n 16%|█▌        | 1600/10001 [02:14<12:28, 11.23it/s]\n 16%|█▌        | 1602/10001 [02:15<12:20, 11.34it/s]\n 16%|█▌        | 1604/10001 [02:15<12:35, 11.11it/s]\n 16%|█▌        | 1606/10001 [02:15<12:29, 11.20it/s]\n 16%|█▌        | 1608/10001 [02:15<12:21, 11.32it/s]\n 16%|█▌        | 1610/10001 [02:15<12:11, 11.47it/s]\n 16%|█▌        | 1612/10001 [02:15<12:13, 11.44it/s]\n 16%|█▌        | 1614/10001 [02:16<12:20, 11.32it/s]\n 16%|█▌        | 1616/10001 [02:16<12:29, 11.19it/s]\n 16%|█▌        | 1618/10001 [02:16<12:28, 11.21it/s]\n 16%|█▌        | 1620/10001 [02:16<12:20, 11.32it/s]\n 16%|█▌        | 1622/10001 [02:16<12:22, 11.29it/s]\n 16%|█▌        | 1624/10001 [02:17<12:17, 11.36it/s]\n 16%|█▋        | 1626/10001 [02:17<12:20, 11.31it/s]\n 16%|█▋        | 1628/10001 [02:17<12:11, 11.45it/s]\n 16%|█▋        | 1630/10001 [02:17<12:10, 11.46it/s]\n 16%|█▋        | 1632/10001 [02:17<12:28, 11.17it/s]\n 16%|█▋        | 1634/10001 [02:17<12:18, 11.33it/s]\n 16%|█▋        | 1636/10001 [02:18<12:21, 11.28it/s]\n 16%|█▋        | 1638/10001 [02:18<12:21, 11.27it/s]\n 16%|█▋        | 1640/10001 [02:18<12:19, 11.31it/s]\n 16%|█▋        | 1642/10001 [02:18<12:17, 11.34it/s]\n 16%|█▋        | 1644/10001 [02:18<12:17, 11.34it/s]\n 16%|█▋        | 1646/10001 [02:18<12:15, 11.36it/s]\n 16%|█▋        | 1648/10001 [02:19<12:14, 11.38it/s]\n 16%|█▋        | 1650/10001 [02:19<12:08, 11.47it/s]\n 17%|█▋        | 1652/10001 [02:19<12:04, 11.52it/s]\n 17%|█▋        | 1654/10001 [02:19<11:47, 11.80it/s]\n 17%|█▋        | 1656/10001 [02:19<12:01, 11.56it/s]\n 17%|█▋        | 1658/10001 [02:20<11:56, 11.65it/s]\n 17%|█▋        | 1660/10001 [02:20<12:04, 11.52it/s]\n 17%|█▋        | 1662/10001 [02:20<11:57, 11.63it/s]\n 17%|█▋        | 1664/10001 [02:20<12:08, 11.44it/s]\n 17%|█▋        | 1666/10001 [02:20<12:20, 11.25it/s]\n 17%|█▋        | 1668/10001 [02:20<12:07, 11.46it/s]\n 17%|█▋        | 1670/10001 [02:21<12:00, 11.56it/s]\n 17%|█▋        | 1672/10001 [02:21<11:58, 11.60it/s]\n 17%|█▋        | 1674/10001 [02:21<11:56, 11.62it/s]\n 17%|█▋        | 1676/10001 [02:21<11:49, 11.73it/s]\n 17%|█▋        | 1678/10001 [02:21<11:53, 11.66it/s]\n 17%|█▋        | 1680/10001 [02:21<11:48, 11.75it/s]\n 17%|█▋        | 1682/10001 [02:22<11:46, 11.78it/s]\n 17%|█▋        | 1684/10001 [02:22<11:47, 11.76it/s]\n 17%|█▋        | 1686/10001 [02:22<11:50, 11.70it/s]\n 17%|█▋        | 1688/10001 [02:22<11:53, 11.65it/s]\n 17%|█▋        | 1690/10001 [02:22<12:04, 11.47it/s]\n 17%|█▋        | 1692/10001 [02:22<12:00, 11.53it/s]\n 17%|█▋        | 1694/10001 [02:23<12:02, 11.49it/s]\n 17%|█▋        | 1696/10001 [02:23<11:52, 11.65it/s]\n 17%|█▋        | 1698/10001 [02:23<11:56, 11.58it/s]\n 17%|█▋        | 1700/10001 [02:23<12:04, 11.46it/s]\n 17%|█▋        | 1702/10001 [02:23<11:55, 11.60it/s]\n 17%|█▋        | 1704/10001 [02:23<11:58, 11.54it/s]\n 17%|█▋        | 1706/10001 [02:24<12:13, 11.31it/s]\n 17%|█▋        | 1708/10001 [02:24<12:13, 11.30it/s]\n 17%|█▋        | 1710/10001 [02:24<12:05, 11.43it/s]\n 17%|█▋        | 1712/10001 [02:24<12:06, 11.41it/s]\n 17%|█▋        | 1714/10001 [02:24<12:17, 11.24it/s]\n 17%|█▋        | 1716/10001 [02:25<11:55, 11.58it/s]\n 17%|█▋        | 1718/10001 [02:25<11:51, 11.64it/s]\n 17%|█▋        | 1720/10001 [02:25<12:07, 11.39it/s]\n 17%|█▋        | 1722/10001 [02:25<12:14, 11.28it/s]\n 17%|█▋        | 1724/10001 [02:25<12:12, 11.29it/s]\n 17%|█▋        | 1726/10001 [02:25<12:19, 11.20it/s]\n 17%|█▋        | 1728/10001 [02:26<12:09, 11.34it/s]\n 17%|█▋        | 1730/10001 [02:26<12:09, 11.33it/s]\n 17%|█▋        | 1732/10001 [02:26<12:00, 11.48it/s]\n 17%|█▋        | 1734/10001 [02:26<11:54, 11.57it/s]\n 17%|█▋        | 1736/10001 [02:26<12:05, 11.39it/s]\n 17%|█▋        | 1738/10001 [02:26<11:56, 11.53it/s]\n 17%|█▋        | 1740/10001 [02:27<11:55, 11.55it/s]\n 17%|█▋        | 1742/10001 [02:27<12:06, 11.37it/s]\n 17%|█▋        | 1744/10001 [02:27<12:09, 11.32it/s]\n 17%|█▋        | 1746/10001 [02:27<12:05, 11.37it/s]\n 17%|█▋        | 1748/10001 [02:27<12:09, 11.31it/s]\n 17%|█▋        | 1750/10001 [02:28<12:00, 11.45it/s]\n 18%|█▊        | 1752/10001 [02:28<12:01, 11.44it/s]\n 18%|█▊        | 1754/10001 [02:28<11:51, 11.59it/s]\n 18%|█▊        | 1756/10001 [02:28<11:54, 11.53it/s]\n 18%|█▊        | 1758/10001 [02:28<12:02, 11.41it/s]\n 18%|█▊        | 1760/10001 [02:28<11:47, 11.65it/s]\n 18%|█▊        | 1762/10001 [02:29<12:00, 11.44it/s]\n 18%|█▊        | 1764/10001 [02:29<12:07, 11.32it/s]\n 18%|█▊        | 1766/10001 [02:29<12:06, 11.34it/s]\n 18%|█▊        | 1768/10001 [02:29<11:57, 11.47it/s]\n 18%|█▊        | 1770/10001 [02:29<11:53, 11.54it/s]\n 18%|█▊        | 1772/10001 [02:29<11:54, 11.51it/s]\n 18%|█▊        | 1774/10001 [02:30<11:52, 11.54it/s]\n 18%|█▊        | 1776/10001 [02:30<11:57, 11.46it/s]\n 18%|█▊        | 1778/10001 [02:30<11:57, 11.46it/s]\n 18%|█▊        | 1780/10001 [02:30<11:57, 11.46it/s]\n 18%|█▊        | 1782/10001 [02:30<12:00, 11.41it/s]\n 18%|█▊        | 1784/10001 [02:30<11:54, 11.50it/s]\n 18%|█▊        | 1786/10001 [02:31<11:51, 11.54it/s]\n 18%|█▊        | 1788/10001 [02:31<11:57, 11.45it/s]\n 18%|█▊        | 1790/10001 [02:31<11:42, 11.70it/s]\n 18%|█▊        | 1792/10001 [02:31<11:51, 11.54it/s]\n 18%|█▊        | 1794/10001 [02:31<11:40, 11.72it/s]\n 18%|█▊        | 1796/10001 [02:32<11:51, 11.53it/s]\n 18%|█▊        | 1798/10001 [02:32<11:48, 11.57it/s]\n 18%|█▊        | 1800/10001 [02:32<11:39, 11.73it/s]\n 18%|█▊        | 1802/10001 [02:32<11:51, 11.53it/s]\n 18%|█▊        | 1804/10001 [02:32<11:50, 11.53it/s]\n 18%|█▊        | 1806/10001 [02:32<11:48, 11.57it/s]\n 18%|█▊        | 1808/10001 [02:33<11:53, 11.49it/s]\n 18%|█▊        | 1810/10001 [02:33<11:54, 11.46it/s]\n 18%|█▊        | 1812/10001 [02:33<11:44, 11.62it/s]\n 18%|█▊        | 1814/10001 [02:33<11:45, 11.60it/s]\n 18%|█▊        | 1816/10001 [02:33<11:39, 11.71it/s]\n 18%|█▊        | 1818/10001 [02:33<11:41, 11.66it/s]\n 18%|█▊        | 1820/10001 [02:34<11:46, 11.58it/s]\n 18%|█▊        | 1822/10001 [02:34<11:43, 11.62it/s]\n 18%|█▊        | 1824/10001 [02:34<11:46, 11.57it/s]\n 18%|█▊        | 1826/10001 [02:34<11:38, 11.70it/s]\n 18%|█▊        | 1828/10001 [02:34<11:46, 11.57it/s]\n 18%|█▊        | 1830/10001 [02:34<11:56, 11.40it/s]\n 18%|█▊        | 1832/10001 [02:35<11:47, 11.55it/s]\n 18%|█▊        | 1834/10001 [02:35<11:37, 11.71it/s]\n 18%|█▊        | 1836/10001 [02:35<11:39, 11.68it/s]\n 18%|█▊        | 1838/10001 [02:35<11:36, 11.73it/s]\n 18%|█▊        | 1840/10001 [02:35<11:34, 11.74it/s]\n 18%|█▊        | 1842/10001 [02:35<11:29, 11.83it/s]\n 18%|█▊        | 1844/10001 [02:36<11:29, 11.83it/s]\n 18%|█▊        | 1846/10001 [02:36<11:35, 11.73it/s]\n 18%|█▊        | 1848/10001 [02:36<11:32, 11.78it/s]\n 18%|█▊        | 1850/10001 [02:36<11:37, 11.68it/s]\n 19%|█▊        | 1852/10001 [02:36<11:49, 11.49it/s]\n 19%|█▊        | 1854/10001 [02:37<11:51, 11.45it/s]\n 19%|█▊        | 1856/10001 [02:37<11:50, 11.47it/s]\n 19%|█▊        | 1858/10001 [02:37<11:42, 11.60it/s]\n 19%|█▊        | 1860/10001 [02:37<11:38, 11.66it/s]\n 19%|█▊        | 1862/10001 [02:37<11:33, 11.73it/s]\n 19%|█▊        | 1864/10001 [02:37<11:30, 11.79it/s]\n 19%|█▊        | 1866/10001 [02:38<11:38, 11.64it/s]\n 19%|█▊        | 1868/10001 [02:38<11:41, 11.59it/s]\n 19%|█▊        | 1870/10001 [02:38<11:41, 11.59it/s]\n 19%|█▊        | 1872/10001 [02:38<11:44, 11.53it/s]\n 19%|█▊        | 1874/10001 [02:38<11:36, 11.67it/s]\n 19%|█▉        | 1876/10001 [02:38<11:47, 11.49it/s]\n 19%|█▉        | 1878/10001 [02:39<11:38, 11.63it/s]\n 19%|█▉        | 1880/10001 [02:39<11:35, 11.68it/s]\n 19%|█▉        | 1882/10001 [02:39<11:38, 11.63it/s]\n 19%|█▉        | 1884/10001 [02:39<11:29, 11.77it/s]\n 19%|█▉        | 1886/10001 [02:39<11:34, 11.68it/s]\n 19%|█▉        | 1888/10001 [02:39<11:35, 11.67it/s]\n 19%|█▉        | 1890/10001 [02:40<11:29, 11.76it/s]\n 19%|█▉        | 1892/10001 [02:40<11:30, 11.74it/s]\n 19%|█▉        | 1894/10001 [02:40<11:26, 11.81it/s]\n 19%|█▉        | 1896/10001 [02:40<11:44, 11.50it/s]\n 19%|█▉        | 1898/10001 [02:40<11:29, 11.75it/s]\n 19%|█▉        | 1900/10001 [02:40<11:34, 11.67it/s]\n 19%|█▉        | 1902/10001 [02:41<11:30, 11.74it/s]\n 19%|█▉        | 1904/10001 [02:41<11:37, 11.61it/s]\n 19%|█▉        | 1906/10001 [02:41<11:30, 11.73it/s]\n 19%|█▉        | 1908/10001 [02:41<11:32, 11.69it/s]\n 19%|█▉        | 1910/10001 [02:41<11:37, 11.60it/s]\n 19%|█▉        | 1912/10001 [02:41<11:25, 11.80it/s]\n 19%|█▉        | 1914/10001 [02:42<11:25, 11.80it/s]\n 19%|█▉        | 1916/10001 [02:42<11:23, 11.83it/s]\n 19%|█▉        | 1918/10001 [02:42<11:20, 11.88it/s]\n 19%|█▉        | 1920/10001 [02:42<11:27, 11.76it/s]\n 19%|█▉        | 1922/10001 [02:42<11:25, 11.79it/s]\n 19%|█▉        | 1924/10001 [02:43<11:25, 11.78it/s]\n 19%|█▉        | 1926/10001 [02:43<11:25, 11.78it/s]\n 19%|█▉        | 1928/10001 [02:43<11:24, 11.79it/s]\n 19%|█▉        | 1930/10001 [02:43<11:26, 11.76it/s]\n 19%|█▉        | 1932/10001 [02:43<11:22, 11.83it/s]\n 19%|█▉        | 1934/10001 [02:43<11:23, 11.81it/s]\n 19%|█▉        | 1936/10001 [02:44<11:22, 11.82it/s]\n 19%|█▉        | 1938/10001 [02:44<11:28, 11.72it/s]\n 19%|█▉        | 1940/10001 [02:44<11:21, 11.84it/s]\n 19%|█▉        | 1942/10001 [02:44<11:19, 11.86it/s]\n 19%|█▉        | 1944/10001 [02:44<11:26, 11.74it/s]\n 19%|█▉        | 1946/10001 [02:44<11:30, 11.66it/s]\n 19%|█▉        | 1948/10001 [02:45<11:24, 11.77it/s]\n 19%|█▉        | 1950/10001 [02:45<11:27, 11.71it/s]\n 20%|█▉        | 1952/10001 [02:45<11:21, 11.81it/s]\n 20%|█▉        | 1954/10001 [02:45<11:24, 11.76it/s]\n 20%|█▉        | 1956/10001 [02:45<11:24, 11.75it/s]\n 20%|█▉        | 1958/10001 [02:45<11:25, 11.74it/s]\n 20%|█▉        | 1960/10001 [02:46<11:29, 11.65it/s]\n 20%|█▉        | 1962/10001 [02:46<11:26, 11.71it/s]\n 20%|█▉        | 1964/10001 [02:46<11:23, 11.76it/s]\n 20%|█▉        | 1966/10001 [02:46<11:23, 11.76it/s]\n 20%|█▉        | 1968/10001 [02:46<11:22, 11.78it/s]\n 20%|█▉        | 1970/10001 [02:46<11:24, 11.73it/s]\n 20%|█▉        | 1972/10001 [02:47<11:26, 11.69it/s]\n 20%|█▉        | 1974/10001 [02:47<11:31, 11.60it/s]\n 20%|█▉        | 1976/10001 [02:47<11:18, 11.83it/s]\n 20%|█▉        | 1978/10001 [02:47<11:19, 11.80it/s]\n 20%|█▉        | 1980/10001 [02:47<11:22, 11.75it/s]\n 20%|█▉        | 1982/10001 [02:47<11:22, 11.75it/s]\n 20%|█▉        | 1984/10001 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To prevent resizing, make your input image divisible by the macro_block_size or set the macro_block_size to 1 (risking incompatibility).\nIMAGEIO FFMPEG_WRITER WARNING: input image is not divisible by macro_block_size=16, resizing from (160, 90) to (160, 96) 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).\nIMAGEIO FFMPEG_WRITER WARNING: input image is not divisible by macro_block_size=16, resizing from (160, 90) to (160, 96) 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).\nIMAGEIO FFMPEG_WRITER WARNING: input image is not divisible by macro_block_size=16, resizing from (3600, 1800) to (3600, 1808) 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).\n1\n2\n3\n4\n5\n6\n7\n8\n9\n10\n11\n12\n13\n14\n24.336402312793943\n100%|█████████▉| 10000/10001 [13:30<00:00, 13.36it/s]\n100%|██████████| 10001/10001 [13:41<00:00,  4.64s/it]\n100%|██████████| 10001/10001 [13:41<00:00, 12.17it/s]\nNamespace(ckpt_filter='./pretrained_weights/neural_filter.pth', ckpt_local='./pretrained_weights/local_refinement_net.pth', gpu=0, video_name='e252v3i')\nLoad ./pretrained_weights/local_refinement_net.pth\nProcessing 15 frames\nneural filter dir: ./results/e252v3i/neural_filter/output\noutput final dir: results/e252v3i/final/output\noutput dir: ./results/e252v3i/neural_filter/concat\nSave ./results/e252v3i/neural_filter/concat/00000.png\nSave ./results/e252v3i/neural_filter/output/00000.png\nSave results/e252v3i/final/output/00000.png\n  0%|          | 0/15 [00:00<?, ?it/s]\nSave ./results/e252v3i/neural_filter/concat/00001.png\nSave ./results/e252v3i/neural_filter/output/00001.png\nSave results/e252v3i/final/output/00001.png\n  7%|▋         | 1/15 [00:04<01:04,  4.61s/it]\nSave ./results/e252v3i/neural_filter/concat/00002.png\nSave ./results/e252v3i/neural_filter/output/00002.png\nSave results/e252v3i/final/output/00002.png\n 13%|█▎        | 2/15 [00:04<00:26,  2.07s/it]\nSave ./results/e252v3i/neural_filter/concat/00003.png\nSave ./results/e252v3i/neural_filter/output/00003.png\nSave results/e252v3i/final/output/00003.png\n 20%|██        | 3/15 [00:05<00:14,  1.25s/it]\nSave ./results/e252v3i/neural_filter/concat/00004.png\nSave ./results/e252v3i/neural_filter/output/00004.png\nSave results/e252v3i/final/output/00004.png\n 27%|██▋       | 4/15 [00:05<00:09,  1.17it/s]\nSave ./results/e252v3i/neural_filter/concat/00005.png\nSave ./results/e252v3i/neural_filter/output/00005.png\nSave results/e252v3i/final/output/00005.png\n 33%|███▎      | 5/15 [00:05<00:06,  1.56it/s]\nSave ./results/e252v3i/neural_filter/concat/00006.png\nSave ./results/e252v3i/neural_filter/output/00006.png\nSave results/e252v3i/final/output/00006.png\n 40%|████      | 6/15 [00:05<00:04,  1.97it/s]\nSave ./results/e252v3i/neural_filter/concat/00007.png\nSave ./results/e252v3i/neural_filter/output/00007.png\nSave results/e252v3i/final/output/00007.png\n 47%|████▋     | 7/15 [00:06<00:03,  2.33it/s]\nSave ./results/e252v3i/neural_filter/concat/00008.png\nSave ./results/e252v3i/neural_filter/output/00008.png\nSave results/e252v3i/final/output/00008.png\n 53%|█████▎    | 8/15 [00:06<00:02,  2.67it/s]\nSave ./results/e252v3i/neural_filter/concat/00009.png\nSave ./results/e252v3i/neural_filter/output/00009.png\nSave results/e252v3i/final/output/00009.png\n 60%|██████    | 9/15 [00:06<00:01,  3.01it/s]\nSave ./results/e252v3i/neural_filter/concat/00010.png\nSave ./results/e252v3i/neural_filter/output/00010.png\nSave results/e252v3i/final/output/00010.png\n 67%|██████▋   | 10/15 [00:06<00:01,  3.31it/s]\nSave ./results/e252v3i/neural_filter/concat/00011.png\nSave ./results/e252v3i/neural_filter/output/00011.png\nSave results/e252v3i/final/output/00011.png\n 73%|███████▎  | 11/15 [00:07<00:01,  3.49it/s]\nSave ./results/e252v3i/neural_filter/concat/00012.png\nSave ./results/e252v3i/neural_filter/output/00012.png\nSave results/e252v3i/final/output/00012.png\n 80%|████████  | 12/15 [00:07<00:00,  3.70it/s]\nSave ./results/e252v3i/neural_filter/concat/00013.png\nSave ./results/e252v3i/neural_filter/output/00013.png\nSave results/e252v3i/final/output/00013.png\n 87%|████████▋ | 13/15 [00:07<00:00,  3.74it/s]\nSave ./results/e252v3i/neural_filter/concat/00014.png\nSave ./results/e252v3i/neural_filter/output/00014.png\nSave results/e252v3i/final/output/00014.png\n 93%|█████████▎| 14/15 [00:07<00:00,  3.88it/s]\n100%|██████████| 15/15 [00:08<00:00,  3.76it/s]\n100%|██████████| 15/15 [00:08<00:00,  1.83it/s]\nffmpeg version 2.8.17-0ubuntu0.1 Copyright (c) 2000-2020 the FFmpeg developers\nbuilt with gcc 5.4.0 (Ubuntu 5.4.0-6ubuntu1~16.04.12) 20160609\nconfiguration: --prefix=/usr --extra-version=0ubuntu0.1 --build-suffix=-ffmpeg --toolchain=hardened --libdir=/usr/lib/x86_64-linux-gnu --incdir=/usr/include/x86_64-linux-gnu --cc=cc --cxx=g++ --enable-gpl --enable-shared --disable-stripping --disable-decoder=libopenjpeg --disable-decoder=libschroedinger --enable-avresample --enable-avisynth --enable-gnutls --enable-ladspa --enable-libass --enable-libbluray --enable-libbs2b --enable-libcaca --enable-libcdio --enable-libflite --enable-libfontconfig --enable-libfreetype --enable-libfribidi --enable-libgme --enable-libgsm --enable-libmodplug --enable-libmp3lame --enable-libopenjpeg --enable-libopus --enable-libpulse --enable-librtmp --enable-libschroedinger --enable-libshine --enable-libsnappy --enable-libsoxr --enable-libspeex --enable-libssh --enable-libtheora --enable-libtwolame --enable-libvorbis --enable-libvpx --enable-libwavpack --enable-libwebp --enable-libx265 --enable-libxvid --enable-libzvbi --enable-openal --enable-opengl --enable-x11grab --enable-libdc1394 --enable-libiec61883 --enable-libzmq --enable-frei0r --enable-libx264 --enable-libopencv\nlibavutil      54. 31.100 / 54. 31.100\nlibavcodec     56. 60.100 / 56. 60.100\nlibavformat    56. 40.101 / 56. 40.101\nlibavdevice    56.  4.100 / 56.  4.100\nlibavfilter     5. 40.101 /  5. 40.101\nlibavresample   2.  1.  0 /  2.  1.  0\nlibswscale      3.  1.101 /  3.  1.101\nlibswresample   1.  2.101 /  1.  2.101\nlibpostproc    53.  3.100 / 53.  3.100\nInput #0, image2, from './results/e252v3i/neural_filter/concat/%05d.png':\nDuration: 00:00:00.60, start: 0.000000, bitrate: N/A\nStream #0:0: Video: png, rgb24(pc), 1920x360, 25 fps, 25 tbr, 25 tbn, 25 tbc\nPlease use -q:a or -q:v, -qscale is ambiguous\nNo pixel format specified, yuv444p for H.264 encoding chosen.\nUse -pix_fmt yuv420p for compatibility with outdated media players.\n[libx264 @ 0x11b0d60] -qscale is ignored, -crf is recommended.\n[libx264 @ 0x11b0d60] using cpu capabilities: MMX2 SSE2Fast SSSE3 SSE4.2 AVX FMA3 AVX2 LZCNT BMI2\n[libx264 @ 0x11b0d60] profile High 4:4:4 Predictive, level 3.1, 4:4:4 8-bit\n[libx264 @ 0x11b0d60] 264 - core 148 r2643 5c65704 - H.264/MPEG-4 AVC codec - Copyleft 2003-2015 - http://www.videolan.org/x264.html - options: cabac=1 ref=3 deblock=1:0:0 analyse=0x3:0x113 me=hex subme=7 psy=1 psy_rd=1.00:0.00 mixed_ref=1 me_range=16 chroma_me=1 trellis=1 8x8dct=1 cqm=0 deadzone=21,11 fast_pskip=1 chroma_qp_offset=4 threads=11 lookahead_threads=1 sliced_threads=0 nr=0 decimate=1 interlaced=0 bluray_compat=0 constrained_intra=0 bframes=3 b_pyramid=2 b_adapt=1 b_bias=0 direct=1 weightb=1 open_gop=0 weightp=2 keyint=250 keyint_min=12 scenecut=40 intra_refresh=0 rc_lookahead=40 rc=crf mbtree=1 crf=25.0 qcomp=0.60 qpmin=0 qpmax=69 qpstep=4 ip_ratio=1.40 aq=1:1.00\nOutput #0, mp4, to './results/e252v3i/neural_filter/concat.mp4':\nMetadata:\nencoder         : Lavf56.40.101\nStream #0:0: Video: h264 (libx264) ([33][0][0][0] / 0x0021), yuv444p, 1920x360, q=-1--1, 12 fps, 12288 tbn, 12 tbc\nMetadata:\nencoder         : Lavc56.60.100 libx264\nStream mapping:\nStream #0:0 -> #0:0 (png (native) -> h264 (libx264))\nPress [q] to stop, [?] for help\nframe=   18 fps=0.0 q=-1.0 Lsize=     176kB time=00:00:01.33 bitrate=1083.3kbits/s dup=3 drop=0\nvideo:175kB audio:0kB subtitle:0kB other streams:0kB global headers:0kB muxing overhead: 0.559773%\n[libx264 @ 0x11b0d60] frame I:1     Avg QP:26.12  size: 30748\n[libx264 @ 0x11b0d60] frame P:12    Avg QP:25.10  size: 11287\n[libx264 @ 0x11b0d60] frame B:5     Avg QP:27.14  size:  2530\n[libx264 @ 0x11b0d60] consecutive B-frames: 44.4% 55.6%  0.0%  0.0%\n[libx264 @ 0x11b0d60] mb I  I16..4:  2.9% 79.6% 17.5%\n[libx264 @ 0x11b0d60] mb P  I16..4:  1.2%  6.4%  2.0%  P16..4: 18.4% 11.0%  5.7%  0.0%  0.0%    skip:55.2%\n[libx264 @ 0x11b0d60] mb B  I16..4:  0.3%  0.5%  0.1%  B16..8: 17.2%  3.1%  0.7%  direct: 2.7%  skip:75.3%  L0:43.5% L1:41.2% BI:15.4%\n[libx264 @ 0x11b0d60] 8x8 transform intra:72.2% inter:78.6%\n[libx264 @ 0x11b0d60] coded y,u,v intra: 64.6% 0.0% 0.0% inter: 17.2% 0.0% 0.0%\n[libx264 @ 0x11b0d60] i16 v,h,dc,p: 85%  8%  1%  6%\n[libx264 @ 0x11b0d60] i8 v,h,dc,ddl,ddr,vr,hd,vl,hu: 43% 16%  9%  4%  5%  5%  6%  5%  6%\n[libx264 @ 0x11b0d60] i4 v,h,dc,ddl,ddr,vr,hd,vl,hu: 32% 17%  7%  5% 10%  9%  9%  6%  5%\n[libx264 @ 0x11b0d60] Weighted P-Frames: Y:0.0% UV:0.0%\n[libx264 @ 0x11b0d60] ref P L0: 59.9% 19.8%  8.5% 11.8%\n[libx264 @ 0x11b0d60] ref B L0: 84.4% 15.6%\n[libx264 @ 0x11b0d60] kb/s:953.86\nffmpeg version 2.8.17-0ubuntu0.1 Copyright (c) 2000-2020 the FFmpeg developers\nbuilt with gcc 5.4.0 (Ubuntu 5.4.0-6ubuntu1~16.04.12) 20160609\nconfiguration: --prefix=/usr --extra-version=0ubuntu0.1 --build-suffix=-ffmpeg --toolchain=hardened --libdir=/usr/lib/x86_64-linux-gnu --incdir=/usr/include/x86_64-linux-gnu --cc=cc --cxx=g++ --enable-gpl --enable-shared --disable-stripping --disable-decoder=libopenjpeg --disable-decoder=libschroedinger --enable-avresample --enable-avisynth --enable-gnutls --enable-ladspa --enable-libass --enable-libbluray --enable-libbs2b --enable-libcaca --enable-libcdio --enable-libflite --enable-libfontconfig --enable-libfreetype --enable-libfribidi --enable-libgme --enable-libgsm --enable-libmodplug --enable-libmp3lame --enable-libopenjpeg --enable-libopus --enable-libpulse --enable-librtmp --enable-libschroedinger --enable-libshine --enable-libsnappy --enable-libsoxr --enable-libspeex --enable-libssh --enable-libtheora --enable-libtwolame --enable-libvorbis --enable-libvpx --enable-libwavpack --enable-libwebp --enable-libx265 --enable-libxvid --enable-libzvbi --enable-openal --enable-opengl --enable-x11grab --enable-libdc1394 --enable-libiec61883 --enable-libzmq --enable-frei0r --enable-libx264 --enable-libopencv\nlibavutil      54. 31.100 / 54. 31.100\nlibavcodec     56. 60.100 / 56. 60.100\nlibavformat    56. 40.101 / 56. 40.101\nlibavdevice    56.  4.100 / 56.  4.100\nlibavfilter     5. 40.101 /  5. 40.101\nlibavresample   2.  1.  0 /  2.  1.  0\nlibswscale      3.  1.101 /  3.  1.101\nlibswresample   1.  2.101 /  1.  2.101\nlibpostproc    53.  3.100 / 53.  3.100\nInput #0, image2, from './results/e252v3i/neural_filter/output/%05d.png':\nDuration: 00:00:00.60, start: 0.000000, bitrate: N/A\nStream #0:0: Video: png, rgb24(pc), 640x360, 25 fps, 25 tbr, 25 tbn, 25 tbc\nPlease use -q:a or -q:v, -qscale is ambiguous\nNo pixel format specified, yuv444p for H.264 encoding chosen.\nUse -pix_fmt yuv420p for compatibility with outdated media players.\n[libx264 @ 0x13a23c0] -qscale is ignored, -crf is recommended.\n[libx264 @ 0x13a23c0] using cpu capabilities: MMX2 SSE2Fast SSSE3 SSE4.2 AVX FMA3 AVX2 LZCNT BMI2\n[libx264 @ 0x13a23c0] profile High 4:4:4 Predictive, level 2.2, 4:4:4 8-bit\n[libx264 @ 0x13a23c0] 264 - core 148 r2643 5c65704 - H.264/MPEG-4 AVC codec - Copyleft 2003-2015 - http://www.videolan.org/x264.html - options: cabac=1 ref=3 deblock=1:0:0 analyse=0x3:0x113 me=hex subme=7 psy=1 psy_rd=1.00:0.00 mixed_ref=1 me_range=16 chroma_me=1 trellis=1 8x8dct=1 cqm=0 deadzone=21,11 fast_pskip=1 chroma_qp_offset=4 threads=11 lookahead_threads=1 sliced_threads=0 nr=0 decimate=1 interlaced=0 bluray_compat=0 constrained_intra=0 bframes=3 b_pyramid=2 b_adapt=1 b_bias=0 direct=1 weightb=1 open_gop=0 weightp=2 keyint=250 keyint_min=12 scenecut=40 intra_refresh=0 rc_lookahead=40 rc=crf mbtree=1 crf=25.0 qcomp=0.60 qpmin=0 qpmax=69 qpstep=4 ip_ratio=1.40 aq=1:1.00\nOutput #0, mp4, to './results/e252v3i/neural_filter/output.mp4':\nMetadata:\nencoder         : Lavf56.40.101\nStream #0:0: Video: h264 (libx264) ([33][0][0][0] / 0x0021), yuv444p, 640x360, q=-1--1, 12 fps, 12288 tbn, 12 tbc\nMetadata:\nencoder         : Lavc56.60.100 libx264\nStream mapping:\nStream #0:0 -> #0:0 (png (native) -> h264 (libx264))\nPress [q] to stop, [?] for help\nframe=   18 fps=0.0 q=-1.0 Lsize=      65kB time=00:00:01.33 bitrate= 402.3kbits/s dup=3 drop=0\nvideo:64kB audio:0kB subtitle:0kB other streams:0kB global headers:0kB muxing overhead: 1.583022%\n[libx264 @ 0x13a23c0] frame I:1     Avg QP:25.53  size: 12575\n[libx264 @ 0x13a23c0] frame P:10    Avg QP:24.25  size:  4809\n[libx264 @ 0x13a23c0] frame B:7     Avg QP:23.19  size:   666\n[libx264 @ 0x13a23c0] consecutive B-frames: 22.2% 77.8%  0.0%  0.0%\n[libx264 @ 0x13a23c0] mb I  I16..4:  1.3% 75.4% 23.3%\n[libx264 @ 0x13a23c0] mb P  I16..4:  1.3%  3.8%  1.6%  P16..4: 20.2% 15.9%  7.7%  0.0%  0.0%    skip:49.5%\n[libx264 @ 0x13a23c0] mb B  I16..4:  0.2%  0.2%  0.0%  B16..8: 15.1%  3.1%  0.6%  direct: 1.0%  skip:79.8%  L0:37.1% L1:47.0% BI:15.9%\n[libx264 @ 0x13a23c0] 8x8 transform intra:67.6% inter:74.0%\n[libx264 @ 0x13a23c0] coded y,u,v intra: 64.9% 0.0% 0.0% inter: 19.1% 0.0% 0.0%\n[libx264 @ 0x13a23c0] i16 v,h,dc,p: 82%  9%  1%  9%\n[libx264 @ 0x13a23c0] i8 v,h,dc,ddl,ddr,vr,hd,vl,hu: 36% 16% 17%  4%  5%  6%  6%  5%  5%\n[libx264 @ 0x13a23c0] i4 v,h,dc,ddl,ddr,vr,hd,vl,hu: 33% 16%  7%  5% 10%  8%  9%  7%  5%\n[libx264 @ 0x13a23c0] Weighted P-Frames: Y:0.0% UV:0.0%\n[libx264 @ 0x13a23c0] ref P L0: 61.3% 20.2% 11.9%  6.5%\n[libx264 @ 0x13a23c0] ref B L0: 86.8% 13.2%\n[libx264 @ 0x13a23c0] kb/s:348.39\nffmpeg version 2.8.17-0ubuntu0.1 Copyright (c) 2000-2020 the FFmpeg developers\nbuilt with gcc 5.4.0 (Ubuntu 5.4.0-6ubuntu1~16.04.12) 20160609\nconfiguration: --prefix=/usr --extra-version=0ubuntu0.1 --build-suffix=-ffmpeg --toolchain=hardened --libdir=/usr/lib/x86_64-linux-gnu --incdir=/usr/include/x86_64-linux-gnu --cc=cc --cxx=g++ --enable-gpl --enable-shared --disable-stripping --disable-decoder=libopenjpeg --disable-decoder=libschroedinger --enable-avresample --enable-avisynth --enable-gnutls --enable-ladspa --enable-libass --enable-libbluray --enable-libbs2b --enable-libcaca --enable-libcdio --enable-libflite --enable-libfontconfig --enable-libfreetype --enable-libfribidi --enable-libgme --enable-libgsm --enable-libmodplug --enable-libmp3lame --enable-libopenjpeg --enable-libopus --enable-libpulse --enable-librtmp --enable-libschroedinger --enable-libshine --enable-libsnappy --enable-libsoxr --enable-libspeex --enable-libssh --enable-libtheora --enable-libtwolame --enable-libvorbis --enable-libvpx --enable-libwavpack --enable-libwebp --enable-libx265 --enable-libxvid --enable-libzvbi --enable-openal --enable-opengl --enable-x11grab --enable-libdc1394 --enable-libiec61883 --enable-libzmq --enable-frei0r --enable-libx264 --enable-libopencv\nlibavutil      54. 31.100 / 54. 31.100\nlibavcodec     56. 60.100 / 56. 60.100\nlibavformat    56. 40.101 / 56. 40.101\nlibavdevice    56.  4.100 / 56.  4.100\nlibavfilter     5. 40.101 /  5. 40.101\nlibavresample   2.  1.  0 /  2.  1.  0\nlibswscale      3.  1.101 /  3.  1.101\nlibswresample   1.  2.101 /  1.  2.101\nlibpostproc    53.  3.100 / 53.  3.100\nInput #0, image2, from 'results/e252v3i/final/output/%05d.png':\nDuration: 00:00:00.60, start: 0.000000, bitrate: N/A\nStream #0:0: Video: png, rgb24(pc), 640x360, 25 fps, 25 tbr, 25 tbn, 25 tbc\nPlease use -q:a or -q:v, -qscale is ambiguous\nNo pixel format specified, yuv444p for H.264 encoding chosen.\nUse -pix_fmt yuv420p for compatibility with outdated media players.\n[libx264 @ 0x1b774e0] -qscale is ignored, -crf is recommended.\n[libx264 @ 0x1b774e0] using cpu capabilities: MMX2 SSE2Fast SSSE3 SSE4.2 AVX FMA3 AVX2 LZCNT BMI2\n[libx264 @ 0x1b774e0] profile High 4:4:4 Predictive, level 2.2, 4:4:4 8-bit\n[libx264 @ 0x1b774e0] 264 - core 148 r2643 5c65704 - H.264/MPEG-4 AVC codec - Copyleft 2003-2015 - http://www.videolan.org/x264.html - options: cabac=1 ref=3 deblock=1:0:0 analyse=0x3:0x113 me=hex subme=7 psy=1 psy_rd=1.00:0.00 mixed_ref=1 me_range=16 chroma_me=1 trellis=1 8x8dct=1 cqm=0 deadzone=21,11 fast_pskip=1 chroma_qp_offset=4 threads=11 lookahead_threads=1 sliced_threads=0 nr=0 decimate=1 interlaced=0 bluray_compat=0 constrained_intra=0 bframes=3 b_pyramid=2 b_adapt=1 b_bias=0 direct=1 weightb=1 open_gop=0 weightp=2 keyint=250 keyint_min=12 scenecut=40 intra_refresh=0 rc_lookahead=40 rc=crf mbtree=1 crf=25.0 qcomp=0.60 qpmin=0 qpmax=69 qpstep=4 ip_ratio=1.40 aq=1:1.00\nOutput #0, mp4, to 'results/e252v3i/final/output.mp4':\nMetadata:\nencoder         : Lavf56.40.101\nStream #0:0: Video: h264 (libx264) ([33][0][0][0] / 0x0021), yuv444p, 640x360, q=-1--1, 12 fps, 12288 tbn, 12 tbc\nMetadata:\nencoder         : Lavc56.60.100 libx264\nStream mapping:\nStream #0:0 -> #0:0 (png (native) -> h264 (libx264))\nPress [q] to stop, [?] for help\nframe=   18 fps=0.0 q=-1.0 Lsize=      66kB time=00:00:01.33 bitrate= 405.0kbits/s dup=3 drop=0\nvideo:65kB audio:0kB subtitle:0kB other streams:0kB global headers:0kB muxing overhead: 1.511346%\n[libx264 @ 0x1b774e0] frame I:1     Avg QP:25.36  size: 12437\n[libx264 @ 0x1b774e0] frame P:13    Avg QP:24.18  size:  3922\n[libx264 @ 0x1b774e0] frame B:4     Avg QP:27.95  size:   596\n[libx264 @ 0x1b774e0] consecutive B-frames: 55.6% 44.4%  0.0%  0.0%\n[libx264 @ 0x1b774e0] mb I  I16..4:  2.6% 72.2% 25.2%\n[libx264 @ 0x1b774e0] mb P  I16..4:  1.2%  2.7%  1.4%  P16..4: 19.7% 13.5%  7.2%  0.0%  0.0%    skip:54.2%\n[libx264 @ 0x1b774e0] mb B  I16..4:  0.1%  0.1%  0.0%  B16..8: 25.1%  2.5%  0.4%  direct: 0.3%  skip:71.5%  L0:63.4% L1:24.5% BI:12.1%\n[libx264 @ 0x1b774e0] 8x8 transform intra:63.6% inter:72.6%\n[libx264 @ 0x1b774e0] coded y,u,v intra: 63.1% 0.1% 0.1% inter: 20.0% 0.0% 0.0%\n[libx264 @ 0x1b774e0] i16 v,h,dc,p: 86%  4%  1%  8%\n[libx264 @ 0x1b774e0] i8 v,h,dc,ddl,ddr,vr,hd,vl,hu: 38% 15% 18%  4%  5%  5%  6%  4%  5%\n[libx264 @ 0x1b774e0] i4 v,h,dc,ddl,ddr,vr,hd,vl,hu: 30% 16%  9%  5% 10%  8%  9%  7%  5%\n[libx264 @ 0x1b774e0] Weighted P-Frames: Y:0.0% UV:0.0%\n[libx264 @ 0x1b774e0] ref P L0: 68.7% 20.5%  6.2%  4.7%\n[libx264 @ 0x1b774e0] ref B L0: 96.0%  4.0%\n[libx264 @ 0x1b774e0] kb/s:350.98\ncontents:  ['Winter_Scenes_in_Holland', 'e252v3i']\noutput\noutput.mp4\nconcat\nconcat.mp4",
  "metrics": {
    "predict_time": 877.012213,
    "total_time": 957.039983
  },
  "output": "https://replicate.delivery/pbxt/tgAlYx3J4jKRHl6Cao6Zo0mCD5YWlh5d9pYW3lxD0o8airKE/output.mp4",
  "started_at": "2023-03-24T04:54:22.967499Z",
  "status": "succeeded",
  "urls": {
    "get": "https://api.replicate.com/v1/predictions/3cnpqbjfi5ambbrc3vdesvweju",
    "cancel": "https://api.replicate.com/v1/predictions/3cnpqbjfi5ambbrc3vdesvweju/cancel"
  },
  "version": "5d1b962a9b22eeababf26ed960973227c59c3ccd62267034cffbc5ff151c89f8"
}

Generated in

14 minutes 37 seconds

Tweak it ShareReport

video_path:  /tmp/tmpesvq180sabc.mp4
new_path:  ./data/e252v3i
rename command:  mv ./data/e252v3i/tmpesvq180sabc.mp4 ./data/e252v3i/e252v3i.mp4
final path:  ./data/e252v3i/e252v3i.mp4
Namespace(fps=10, gpu=0, video_frame_folder=None, video_name='./data/e252v3i/e252v3i.mp4')
ffmpeg -i ./data/e252v3i/e252v3i.mp4 -vf fps=10 -start_number 0 ./data/test/e252v3i/%05d.png
ffmpeg version 2.8.17-0ubuntu0.1 Copyright (c) 2000-2020 the FFmpeg developers
built with gcc 5.4.0 (Ubuntu 5.4.0-6ubuntu1~16.04.12) 20160609
configuration: --prefix=/usr --extra-version=0ubuntu0.1 --build-suffix=-ffmpeg --toolchain=hardened --libdir=/usr/lib/x86_64-linux-gnu --incdir=/usr/include/x86_64-linux-gnu --cc=cc --cxx=g++ --enable-gpl --enable-shared --disable-stripping --disable-decoder=libopenjpeg --disable-decoder=libschroedinger --enable-avresample --enable-avisynth --enable-gnutls --enable-ladspa --enable-libass --enable-libbluray --enable-libbs2b --enable-libcaca --enable-libcdio --enable-libflite --enable-libfontconfig --enable-libfreetype --enable-libfribidi --enable-libgme --enable-libgsm --enable-libmodplug --enable-libmp3lame --enable-libopenjpeg --enable-libopus --enable-libpulse --enable-librtmp --enable-libschroedinger --enable-libshine --enable-libsnappy --enable-libsoxr --enable-libspeex --enable-libssh --enable-libtheora --enable-libtwolame --enable-libvorbis --enable-libvpx --enable-libwavpack --enable-libwebp --enable-libx265 --enable-libxvid --enable-libzvbi --enable-openal --enable-opengl --enable-x11grab --enable-libdc1394 --enable-libiec61883 --enable-libzmq --enable-frei0r --enable-libx264 --enable-libopencv
libavutil      54. 31.100 / 54. 31.100
libavcodec     56. 60.100 / 56. 60.100
libavformat    56. 40.101 / 56. 40.101
libavdevice    56.  4.100 / 56.  4.100
libavfilter     5. 40.101 /  5. 40.101
libavresample   2.  1.  0 /  2.  1.  0
libswscale      3.  1.101 /  3.  1.101
libswresample   1.  2.101 /  1.  2.101
libpostproc    53.  3.100 / 53.  3.100
Input #0, mov,mp4,m4a,3gp,3g2,mj2, from './data/e252v3i/e252v3i.mp4':
Metadata:
major_brand     : isom
minor_version   : 512
compatible_brands: isomiso2avc1mp41
encoder         : Lavf59.27.100
Duration: 00:00:01.50, start: 0.000000, bitrate: 789 kb/s
Stream #0:0(und): Video: h264 (High) (avc1 / 0x31637661), yuv420p, 640x360 [SAR 1:1 DAR 16:9], 784 kb/s, 12 fps, 12 tbr, 12288 tbn, 24 tbc (default)
Metadata:
handler_name    : VideoHandler
encoder         : Lavc59.37.100 libx264
Output #0, image2, to './data/test/e252v3i/%05d.png':
Metadata:
major_brand     : isom
minor_version   : 512
compatible_brands: isomiso2avc1mp41
encoder         : Lavf56.40.101
Stream #0:0(und): Video: png, rgb24, 640x360 [SAR 1:1 DAR 16:9], q=2-31, 200 kb/s, 10 fps, 10 tbn, 10 tbc (default)
Metadata:
handler_name    : VideoHandler
encoder         : Lavc56.60.100 png
Stream mapping:
Stream #0:0 -> #0:0 (h264 (native) -> png (native))
Press [q] to stop, [?] for help
frame=   15 fps=0.0 q=-0.0 Lsize=N/A time=00:00:01.50 bitrate=N/A
video:2433kB audio:0kB subtitle:0kB other streams:0kB global headers:0kB muxing overhead: unknown
python src/preprocess_optical_flow.py --vid-path data/test/e252v3i --gpu 0
computing flow:   0%|          | 0/15 [00:00<?, ?it/s]/root/.pyenv/versions/3.8.16/lib/python3.8/site-packages/torch/functional.py:504: UserWarning: torch.meshgrid: in an upcoming release, it will be required to pass the indexing argument. (Triggered internally at ../aten/src/ATen/native/TensorShape.cpp:3483.)
return _VF.meshgrid(tensors, **kwargs)  # type: ignore[attr-defined]
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IMAGEIO FFMPEG_WRITER WARNING: input image is not divisible by macro_block_size=16, resizing from (160, 90) to (160, 96) 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).
IMAGEIO FFMPEG_WRITER WARNING: input image is not divisible by macro_block_size=16, resizing from (160, 90) to (160, 96) 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).
Model has 264706 params
Model has 416379 params
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IMAGEIO FFMPEG_WRITER WARNING: input image is not divisible by macro_block_size=16, resizing from (160, 90) to (160, 96) 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).
IMAGEIO FFMPEG_WRITER WARNING: input image is not divisible by macro_block_size=16, resizing from (160, 90) to (160, 96) 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).
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Namespace(ckpt_filter='./pretrained_weights/neural_filter.pth', ckpt_local='./pretrained_weights/local_refinement_net.pth', gpu=0, video_name='e252v3i')
Load ./pretrained_weights/local_refinement_net.pth
Processing 15 frames
neural filter dir: ./results/e252v3i/neural_filter/output
output final dir: results/e252v3i/final/output
output dir: ./results/e252v3i/neural_filter/concat
Save ./results/e252v3i/neural_filter/concat/00000.png
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ffmpeg version 2.8.17-0ubuntu0.1 Copyright (c) 2000-2020 the FFmpeg developers
built with gcc 5.4.0 (Ubuntu 5.4.0-6ubuntu1~16.04.12) 20160609
configuration: --prefix=/usr --extra-version=0ubuntu0.1 --build-suffix=-ffmpeg --toolchain=hardened --libdir=/usr/lib/x86_64-linux-gnu --incdir=/usr/include/x86_64-linux-gnu --cc=cc --cxx=g++ --enable-gpl --enable-shared --disable-stripping --disable-decoder=libopenjpeg --disable-decoder=libschroedinger --enable-avresample --enable-avisynth --enable-gnutls --enable-ladspa --enable-libass --enable-libbluray --enable-libbs2b --enable-libcaca --enable-libcdio --enable-libflite --enable-libfontconfig --enable-libfreetype --enable-libfribidi --enable-libgme --enable-libgsm --enable-libmodplug --enable-libmp3lame --enable-libopenjpeg --enable-libopus --enable-libpulse --enable-librtmp --enable-libschroedinger --enable-libshine --enable-libsnappy --enable-libsoxr --enable-libspeex --enable-libssh --enable-libtheora --enable-libtwolame --enable-libvorbis --enable-libvpx --enable-libwavpack --enable-libwebp --enable-libx265 --enable-libxvid --enable-libzvbi --enable-openal --enable-opengl --enable-x11grab --enable-libdc1394 --enable-libiec61883 --enable-libzmq --enable-frei0r --enable-libx264 --enable-libopencv
libavutil      54. 31.100 / 54. 31.100
libavcodec     56. 60.100 / 56. 60.100
libavformat    56. 40.101 / 56. 40.101
libavdevice    56.  4.100 / 56.  4.100
libavfilter     5. 40.101 /  5. 40.101
libavresample   2.  1.  0 /  2.  1.  0
libswscale      3.  1.101 /  3.  1.101
libswresample   1.  2.101 /  1.  2.101
libpostproc    53.  3.100 / 53.  3.100
Input #0, image2, from './results/e252v3i/neural_filter/concat/%05d.png':
Duration: 00:00:00.60, start: 0.000000, bitrate: N/A
Stream #0:0: Video: png, rgb24(pc), 1920x360, 25 fps, 25 tbr, 25 tbn, 25 tbc
Please use -q:a or -q:v, -qscale is ambiguous
No pixel format specified, yuv444p for H.264 encoding chosen.
Use -pix_fmt yuv420p for compatibility with outdated media players.
[libx264 @ 0x11b0d60] -qscale is ignored, -crf is recommended.
[libx264 @ 0x11b0d60] using cpu capabilities: MMX2 SSE2Fast SSSE3 SSE4.2 AVX FMA3 AVX2 LZCNT BMI2
[libx264 @ 0x11b0d60] profile High 4:4:4 Predictive, level 3.1, 4:4:4 8-bit
[libx264 @ 0x11b0d60] 264 - core 148 r2643 5c65704 - H.264/MPEG-4 AVC codec - Copyleft 2003-2015 - http://www.videolan.org/x264.html - options: cabac=1 ref=3 deblock=1:0:0 analyse=0x3:0x113 me=hex subme=7 psy=1 psy_rd=1.00:0.00 mixed_ref=1 me_range=16 chroma_me=1 trellis=1 8x8dct=1 cqm=0 deadzone=21,11 fast_pskip=1 chroma_qp_offset=4 threads=11 lookahead_threads=1 sliced_threads=0 nr=0 decimate=1 interlaced=0 bluray_compat=0 constrained_intra=0 bframes=3 b_pyramid=2 b_adapt=1 b_bias=0 direct=1 weightb=1 open_gop=0 weightp=2 keyint=250 keyint_min=12 scenecut=40 intra_refresh=0 rc_lookahead=40 rc=crf mbtree=1 crf=25.0 qcomp=0.60 qpmin=0 qpmax=69 qpstep=4 ip_ratio=1.40 aq=1:1.00
Output #0, mp4, to './results/e252v3i/neural_filter/concat.mp4':
Metadata:
encoder         : Lavf56.40.101
Stream #0:0: Video: h264 (libx264) ([33][0][0][0] / 0x0021), yuv444p, 1920x360, q=-1--1, 12 fps, 12288 tbn, 12 tbc
Metadata:
encoder         : Lavc56.60.100 libx264
Stream mapping:
Stream #0:0 -> #0:0 (png (native) -> h264 (libx264))
Press [q] to stop, [?] for help
frame=   18 fps=0.0 q=-1.0 Lsize=     176kB time=00:00:01.33 bitrate=1083.3kbits/s dup=3 drop=0
video:175kB audio:0kB subtitle:0kB other streams:0kB global headers:0kB muxing overhead: 0.559773%
[libx264 @ 0x11b0d60] frame I:1     Avg QP:26.12  size: 30748
[libx264 @ 0x11b0d60] frame P:12    Avg QP:25.10  size: 11287
[libx264 @ 0x11b0d60] frame B:5     Avg QP:27.14  size:  2530
[libx264 @ 0x11b0d60] consecutive B-frames: 44.4% 55.6%  0.0%  0.0%
[libx264 @ 0x11b0d60] mb I  I16..4:  2.9% 79.6% 17.5%
[libx264 @ 0x11b0d60] mb P  I16..4:  1.2%  6.4%  2.0%  P16..4: 18.4% 11.0%  5.7%  0.0%  0.0%    skip:55.2%
[libx264 @ 0x11b0d60] mb B  I16..4:  0.3%  0.5%  0.1%  B16..8: 17.2%  3.1%  0.7%  direct: 2.7%  skip:75.3%  L0:43.5% L1:41.2% BI:15.4%
[libx264 @ 0x11b0d60] 8x8 transform intra:72.2% inter:78.6%
[libx264 @ 0x11b0d60] coded y,u,v intra: 64.6% 0.0% 0.0% inter: 17.2% 0.0% 0.0%
[libx264 @ 0x11b0d60] i16 v,h,dc,p: 85%  8%  1%  6%
[libx264 @ 0x11b0d60] i8 v,h,dc,ddl,ddr,vr,hd,vl,hu: 43% 16%  9%  4%  5%  5%  6%  5%  6%
[libx264 @ 0x11b0d60] i4 v,h,dc,ddl,ddr,vr,hd,vl,hu: 32% 17%  7%  5% 10%  9%  9%  6%  5%
[libx264 @ 0x11b0d60] Weighted P-Frames: Y:0.0% UV:0.0%
[libx264 @ 0x11b0d60] ref P L0: 59.9% 19.8%  8.5% 11.8%
[libx264 @ 0x11b0d60] ref B L0: 84.4% 15.6%
[libx264 @ 0x11b0d60] kb/s:953.86
ffmpeg version 2.8.17-0ubuntu0.1 Copyright (c) 2000-2020 the FFmpeg developers
built with gcc 5.4.0 (Ubuntu 5.4.0-6ubuntu1~16.04.12) 20160609
configuration: --prefix=/usr --extra-version=0ubuntu0.1 --build-suffix=-ffmpeg --toolchain=hardened --libdir=/usr/lib/x86_64-linux-gnu --incdir=/usr/include/x86_64-linux-gnu --cc=cc --cxx=g++ --enable-gpl --enable-shared --disable-stripping --disable-decoder=libopenjpeg --disable-decoder=libschroedinger --enable-avresample --enable-avisynth --enable-gnutls --enable-ladspa --enable-libass --enable-libbluray --enable-libbs2b --enable-libcaca --enable-libcdio --enable-libflite --enable-libfontconfig --enable-libfreetype --enable-libfribidi --enable-libgme --enable-libgsm --enable-libmodplug --enable-libmp3lame --enable-libopenjpeg --enable-libopus --enable-libpulse --enable-librtmp --enable-libschroedinger --enable-libshine --enable-libsnappy --enable-libsoxr --enable-libspeex --enable-libssh --enable-libtheora --enable-libtwolame --enable-libvorbis --enable-libvpx --enable-libwavpack --enable-libwebp --enable-libx265 --enable-libxvid --enable-libzvbi --enable-openal --enable-opengl --enable-x11grab --enable-libdc1394 --enable-libiec61883 --enable-libzmq --enable-frei0r --enable-libx264 --enable-libopencv
libavutil      54. 31.100 / 54. 31.100
libavcodec     56. 60.100 / 56. 60.100
libavformat    56. 40.101 / 56. 40.101
libavdevice    56.  4.100 / 56.  4.100
libavfilter     5. 40.101 /  5. 40.101
libavresample   2.  1.  0 /  2.  1.  0
libswscale      3.  1.101 /  3.  1.101
libswresample   1.  2.101 /  1.  2.101
libpostproc    53.  3.100 / 53.  3.100
Input #0, image2, from './results/e252v3i/neural_filter/output/%05d.png':
Duration: 00:00:00.60, start: 0.000000, bitrate: N/A
Stream #0:0: Video: png, rgb24(pc), 640x360, 25 fps, 25 tbr, 25 tbn, 25 tbc
Please use -q:a or -q:v, -qscale is ambiguous
No pixel format specified, yuv444p for H.264 encoding chosen.
Use -pix_fmt yuv420p for compatibility with outdated media players.
[libx264 @ 0x13a23c0] -qscale is ignored, -crf is recommended.
[libx264 @ 0x13a23c0] using cpu capabilities: MMX2 SSE2Fast SSSE3 SSE4.2 AVX FMA3 AVX2 LZCNT BMI2
[libx264 @ 0x13a23c0] profile High 4:4:4 Predictive, level 2.2, 4:4:4 8-bit
[libx264 @ 0x13a23c0] 264 - core 148 r2643 5c65704 - H.264/MPEG-4 AVC codec - Copyleft 2003-2015 - http://www.videolan.org/x264.html - options: cabac=1 ref=3 deblock=1:0:0 analyse=0x3:0x113 me=hex subme=7 psy=1 psy_rd=1.00:0.00 mixed_ref=1 me_range=16 chroma_me=1 trellis=1 8x8dct=1 cqm=0 deadzone=21,11 fast_pskip=1 chroma_qp_offset=4 threads=11 lookahead_threads=1 sliced_threads=0 nr=0 decimate=1 interlaced=0 bluray_compat=0 constrained_intra=0 bframes=3 b_pyramid=2 b_adapt=1 b_bias=0 direct=1 weightb=1 open_gop=0 weightp=2 keyint=250 keyint_min=12 scenecut=40 intra_refresh=0 rc_lookahead=40 rc=crf mbtree=1 crf=25.0 qcomp=0.60 qpmin=0 qpmax=69 qpstep=4 ip_ratio=1.40 aq=1:1.00
Output #0, mp4, to './results/e252v3i/neural_filter/output.mp4':
Metadata:
encoder         : Lavf56.40.101
Stream #0:0: Video: h264 (libx264) ([33][0][0][0] / 0x0021), yuv444p, 640x360, q=-1--1, 12 fps, 12288 tbn, 12 tbc
Metadata:
encoder         : Lavc56.60.100 libx264
Stream mapping:
Stream #0:0 -> #0:0 (png (native) -> h264 (libx264))
Press [q] to stop, [?] for help
frame=   18 fps=0.0 q=-1.0 Lsize=      65kB time=00:00:01.33 bitrate= 402.3kbits/s dup=3 drop=0
video:64kB audio:0kB subtitle:0kB other streams:0kB global headers:0kB muxing overhead: 1.583022%
[libx264 @ 0x13a23c0] frame I:1     Avg QP:25.53  size: 12575
[libx264 @ 0x13a23c0] frame P:10    Avg QP:24.25  size:  4809
[libx264 @ 0x13a23c0] frame B:7     Avg QP:23.19  size:   666
[libx264 @ 0x13a23c0] consecutive B-frames: 22.2% 77.8%  0.0%  0.0%
[libx264 @ 0x13a23c0] mb I  I16..4:  1.3% 75.4% 23.3%
[libx264 @ 0x13a23c0] mb P  I16..4:  1.3%  3.8%  1.6%  P16..4: 20.2% 15.9%  7.7%  0.0%  0.0%    skip:49.5%
[libx264 @ 0x13a23c0] mb B  I16..4:  0.2%  0.2%  0.0%  B16..8: 15.1%  3.1%  0.6%  direct: 1.0%  skip:79.8%  L0:37.1% L1:47.0% BI:15.9%
[libx264 @ 0x13a23c0] 8x8 transform intra:67.6% inter:74.0%
[libx264 @ 0x13a23c0] coded y,u,v intra: 64.9% 0.0% 0.0% inter: 19.1% 0.0% 0.0%
[libx264 @ 0x13a23c0] i16 v,h,dc,p: 82%  9%  1%  9%
[libx264 @ 0x13a23c0] i8 v,h,dc,ddl,ddr,vr,hd,vl,hu: 36% 16% 17%  4%  5%  6%  6%  5%  5%
[libx264 @ 0x13a23c0] i4 v,h,dc,ddl,ddr,vr,hd,vl,hu: 33% 16%  7%  5% 10%  8%  9%  7%  5%
[libx264 @ 0x13a23c0] Weighted P-Frames: Y:0.0% UV:0.0%
[libx264 @ 0x13a23c0] ref P L0: 61.3% 20.2% 11.9%  6.5%
[libx264 @ 0x13a23c0] ref B L0: 86.8% 13.2%
[libx264 @ 0x13a23c0] kb/s:348.39
ffmpeg version 2.8.17-0ubuntu0.1 Copyright (c) 2000-2020 the FFmpeg developers
built with gcc 5.4.0 (Ubuntu 5.4.0-6ubuntu1~16.04.12) 20160609
configuration: --prefix=/usr --extra-version=0ubuntu0.1 --build-suffix=-ffmpeg --toolchain=hardened --libdir=/usr/lib/x86_64-linux-gnu --incdir=/usr/include/x86_64-linux-gnu --cc=cc --cxx=g++ --enable-gpl --enable-shared --disable-stripping --disable-decoder=libopenjpeg --disable-decoder=libschroedinger --enable-avresample --enable-avisynth --enable-gnutls --enable-ladspa --enable-libass --enable-libbluray --enable-libbs2b --enable-libcaca --enable-libcdio --enable-libflite --enable-libfontconfig --enable-libfreetype --enable-libfribidi --enable-libgme --enable-libgsm --enable-libmodplug --enable-libmp3lame --enable-libopenjpeg --enable-libopus --enable-libpulse --enable-librtmp --enable-libschroedinger --enable-libshine --enable-libsnappy --enable-libsoxr --enable-libspeex --enable-libssh --enable-libtheora --enable-libtwolame --enable-libvorbis --enable-libvpx --enable-libwavpack --enable-libwebp --enable-libx265 --enable-libxvid --enable-libzvbi --enable-openal --enable-opengl --enable-x11grab --enable-libdc1394 --enable-libiec61883 --enable-libzmq --enable-frei0r --enable-libx264 --enable-libopencv
libavutil      54. 31.100 / 54. 31.100
libavcodec     56. 60.100 / 56. 60.100
libavformat    56. 40.101 / 56. 40.101
libavdevice    56.  4.100 / 56.  4.100
libavfilter     5. 40.101 /  5. 40.101
libavresample   2.  1.  0 /  2.  1.  0
libswscale      3.  1.101 /  3.  1.101
libswresample   1.  2.101 /  1.  2.101
libpostproc    53.  3.100 / 53.  3.100
Input #0, image2, from 'results/e252v3i/final/output/%05d.png':
Duration: 00:00:00.60, start: 0.000000, bitrate: N/A
Stream #0:0: Video: png, rgb24(pc), 640x360, 25 fps, 25 tbr, 25 tbn, 25 tbc
Please use -q:a or -q:v, -qscale is ambiguous
No pixel format specified, yuv444p for H.264 encoding chosen.
Use -pix_fmt yuv420p for compatibility with outdated media players.
[libx264 @ 0x1b774e0] -qscale is ignored, -crf is recommended.
[libx264 @ 0x1b774e0] using cpu capabilities: MMX2 SSE2Fast SSSE3 SSE4.2 AVX FMA3 AVX2 LZCNT BMI2
[libx264 @ 0x1b774e0] profile High 4:4:4 Predictive, level 2.2, 4:4:4 8-bit
[libx264 @ 0x1b774e0] 264 - core 148 r2643 5c65704 - H.264/MPEG-4 AVC codec - Copyleft 2003-2015 - http://www.videolan.org/x264.html - options: cabac=1 ref=3 deblock=1:0:0 analyse=0x3:0x113 me=hex subme=7 psy=1 psy_rd=1.00:0.00 mixed_ref=1 me_range=16 chroma_me=1 trellis=1 8x8dct=1 cqm=0 deadzone=21,11 fast_pskip=1 chroma_qp_offset=4 threads=11 lookahead_threads=1 sliced_threads=0 nr=0 decimate=1 interlaced=0 bluray_compat=0 constrained_intra=0 bframes=3 b_pyramid=2 b_adapt=1 b_bias=0 direct=1 weightb=1 open_gop=0 weightp=2 keyint=250 keyint_min=12 scenecut=40 intra_refresh=0 rc_lookahead=40 rc=crf mbtree=1 crf=25.0 qcomp=0.60 qpmin=0 qpmax=69 qpstep=4 ip_ratio=1.40 aq=1:1.00
Output #0, mp4, to 'results/e252v3i/final/output.mp4':
Metadata:
encoder         : Lavf56.40.101
Stream #0:0: Video: h264 (libx264) ([33][0][0][0] / 0x0021), yuv444p, 640x360, q=-1--1, 12 fps, 12288 tbn, 12 tbc
Metadata:
encoder         : Lavc56.60.100 libx264
Stream mapping:
Stream #0:0 -> #0:0 (png (native) -> h264 (libx264))
Press [q] to stop, [?] for help
frame=   18 fps=0.0 q=-1.0 Lsize=      66kB time=00:00:01.33 bitrate= 405.0kbits/s dup=3 drop=0
video:65kB audio:0kB subtitle:0kB other streams:0kB global headers:0kB muxing overhead: 1.511346%
[libx264 @ 0x1b774e0] frame I:1     Avg QP:25.36  size: 12437
[libx264 @ 0x1b774e0] frame P:13    Avg QP:24.18  size:  3922
[libx264 @ 0x1b774e0] frame B:4     Avg QP:27.95  size:   596
[libx264 @ 0x1b774e0] consecutive B-frames: 55.6% 44.4%  0.0%  0.0%
[libx264 @ 0x1b774e0] mb I  I16..4:  2.6% 72.2% 25.2%
[libx264 @ 0x1b774e0] mb P  I16..4:  1.2%  2.7%  1.4%  P16..4: 19.7% 13.5%  7.2%  0.0%  0.0%    skip:54.2%
[libx264 @ 0x1b774e0] mb B  I16..4:  0.1%  0.1%  0.0%  B16..8: 25.1%  2.5%  0.4%  direct: 0.3%  skip:71.5%  L0:63.4% L1:24.5% BI:12.1%
[libx264 @ 0x1b774e0] 8x8 transform intra:63.6% inter:72.6%
[libx264 @ 0x1b774e0] coded y,u,v intra: 63.1% 0.1% 0.1% inter: 20.0% 0.0% 0.0%
[libx264 @ 0x1b774e0] i16 v,h,dc,p: 86%  4%  1%  8%
[libx264 @ 0x1b774e0] i8 v,h,dc,ddl,ddr,vr,hd,vl,hu: 38% 15% 18%  4%  5%  5%  6%  4%  5%
[libx264 @ 0x1b774e0] i4 v,h,dc,ddl,ddr,vr,hd,vl,hu: 30% 16%  9%  5% 10%  8%  9%  7%  5%
[libx264 @ 0x1b774e0] Weighted P-Frames: Y:0.0% UV:0.0%
[libx264 @ 0x1b774e0] ref P L0: 68.7% 20.5%  6.2%  4.7%
[libx264 @ 0x1b774e0] ref B L0: 96.0%  4.0%
[libx264 @ 0x1b774e0] kb/s:350.98
contents:  ['Winter_Scenes_in_Holland', 'e252v3i']
output
output.mp4
concat
concat.mp4

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