{
  "id": 218084,
  "title": " Use colab, or save 3-6 h GPU or 2 h TPU on model training.",
  "url": "/competitions/rfcx-species-audio-detection/discussion/218084",
  "author_name": "",
  "post_date": "2021-02-09T08:29:09.008669900Z",
  "votes": 6,
  "comment_count": 2,
  "views": 0,
  "content": "<p>Hi to all!<br>\nEarlier I published a notebook that could be run on COLAB TPU (<a href=\"https://www.kaggle.com/aikhmelnytskyy/resnet-tpu-on-colab-and-kaggle\" target=\"_blank\">https://www.kaggle.com/aikhmelnytskyy/resnet-tpu-on-colab-and-kaggle</a> ) and save 1-2 hours on training each model, in fact it is not so important as it is about 15-20 model training per week.<br>\nNow I have prepared a version of this public notebook (<a href=\"https://www.kaggle.com/reppic/mean-teachers-find-more-birds/comments\" target=\"_blank\">https://www.kaggle.com/reppic/mean-teachers-find-more-birds/comments</a>) which can be run on colab: <a href=\"https://github.com/Andriy1989/Mean-Teachers-Find-More-Bird-COLAB\" target=\"_blank\">https://github.com/Andriy1989/Mean-Teachers-Find-More-Bird-COLAB</a> (I did not want to publish this notebook here, because then I would \"steal\" votes from the author of the original)<br>\nWhen I last launched this notebook, It worked for more than 5 hours. Given the GPU limit, you can only run 8-10 model training per week with COLAB 30-40 or more. Good luck to all!</p>",
  "messages": [
    {
      "id": "1192636",
      "postDate": "02/09/2021 08:29:09",
      "content": "<p>Hi to all!<br>\nEarlier I published a notebook that could be run on COLAB TPU (<a href=\"https://www.kaggle.com/aikhmelnytskyy/resnet-tpu-on-colab-and-kaggle\" target=\"_blank\">https://www.kaggle.com/aikhmelnytskyy/resnet-tpu-on-colab-and-kaggle</a> ) and save 1-2 hours on training each model, in fact it is not so important as it is about 15-20 model training per week.<br>\nNow I have prepared a version of this public notebook (<a href=\"https://www.kaggle.com/reppic/mean-teachers-find-more-birds/comments\" target=\"_blank\">https://www.kaggle.com/reppic/mean-teachers-find-more-birds/comments</a>) which can be run on colab: <a href=\"https://github.com/Andriy1989/Mean-Teachers-Find-More-Bird-COLAB\" target=\"_blank\">https://github.com/Andriy1989/Mean-Teachers-Find-More-Bird-COLAB</a> (I did not want to publish this notebook here, because then I would \"steal\" votes from the author of the original)<br>\nWhen I last launched this notebook, It worked for more than 5 hours. Given the GPU limit, you can only run 8-10 model training per week with COLAB 30-40 or more. Good luck to all!</p>",
      "rawMarkdown": "Hi to all!\nEarlier I published a notebook that could be run on COLAB TPU (https://www.kaggle.com/aikhmelnytskyy/resnet-tpu-on-colab-and-kaggle ) and save 1-2 hours on training each model, in fact it is not so important as it is about 15-20 model training per week.\nNow I have prepared a version of this public notebook (https://www.kaggle.com/reppic/mean-teachers-find-more-birds/comments) which can be run on colab: https://github.com/Andriy1989/Mean-Teachers-Find-More-Bird-COLAB (I did not want to publish this notebook here, because then I would \"steal\" votes from the author of the original)\nWhen I last launched this notebook, It worked for more than 5 hours. Given the GPU limit, you can only run 8-10 model training per week with COLAB 30-40 or more. Good luck to all!",
      "votes": null
    },
    {
      "id": "1193163",
      "postDate": "02/09/2021 13:46:59",
      "content": "<p>Will definitely take a look at this one. Great share.</p>",
      "rawMarkdown": "Will definitely take a look at this one. Great share.",
      "votes": null
    },
    {
      "id": "1193545",
      "postDate": "02/09/2021 17:42:34",
      "content": "<p>Will try out this approach for sure.</p>",
      "rawMarkdown": "Will try out this approach for sure.",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 1193163,
      "author_name": "shubhamkuche",
      "author_url": "",
      "post_date": "02/09/2021 13:46:59",
      "content": "<p>Will definitely take a look at this one. Great share.</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 1193545,
      "author_name": "jganjga",
      "author_url": "",
      "post_date": "02/09/2021 17:42:34",
      "content": "<p>Will try out this approach for sure.</p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "1192636": "Hi to all!\nEarlier I published a notebook that could be run on COLAB TPU (https://www.kaggle.com/aikhmelnytskyy/resnet-tpu-on-colab-and-kaggle ) and save 1-2 hours on training each model, in fact it is not so important as it is about 15-20 model training per week.\nNow I have prepared a version of this public notebook (https://www.kaggle.com/reppic/mean-teachers-find-more-birds/comments) which can be run on colab: https://github.com/Andriy1989/Mean-Teachers-Find-More-Bird-COLAB (I did not want to publish this notebook here, because then I would \"steal\" votes from the author of the original)\nWhen I last launched this notebook, It worked for more than 5 hours. Given the GPU limit, you can only run 8-10 model training per week with COLAB 30-40 or more. Good luck to all!",
    "1193163": "Will definitely take a look at this one. Great share.",
    "1193545": "Will try out this approach for sure."
  },
  "source": "meta"
}