{
  "id": 141089,
  "title": "GPU quota problem; need help",
  "url": "/competitions/iwildcam-2020-fgvc7/discussion/141089",
  "author_name": "",
  "post_date": "2020-04-04T16:51:29.004913200Z",
  "votes": null,
  "comment_count": 2,
  "views": 0,
  "content": "<p>Hi</p>\n\n<p>Hope you are all fine and feeling great.\nI think I have got a problem which is already solved for you experienced guys. What do you do with GPU quota? I mean, I am testing transfer learning on several models and some of them take long time to compute (like resnet models).\nI have tried to use TPU, but it didn't work.</p>\n\n<p>Can you please help me? What tips do you use for solving this problem?</p>\n\n<p>Thanks</p>",
  "messages": [
    {
      "id": "797556",
      "postDate": "04/04/2020 16:51:29",
      "content": "<p>Hi</p>\n\n<p>Hope you are all fine and feeling great.\nI think I have got a problem which is already solved for you experienced guys. What do you do with GPU quota? I mean, I am testing transfer learning on several models and some of them take long time to compute (like resnet models).\nI have tried to use TPU, but it didn't work.</p>\n\n<p>Can you please help me? What tips do you use for solving this problem?</p>\n\n<p>Thanks</p>",
      "rawMarkdown": "Hi\n\nHope you are all fine and feeling great.\nI think I have got a problem which is already solved for you experienced guys. What do you do with GPU quota? I mean, I am testing transfer learning on several models and some of them take long time to compute (like resnet models).\nI have tried to use TPU, but it didn't work.\n\nCan you please help me? What tips do you use for solving this problem?\n\nThanks",
      "votes": null
    },
    {
      "id": "810885",
      "postDate": "04/17/2020 11:12:09",
      "content": "<p>My advise would be to start simple, making sure your model works correctly so you don't waste allocated time. You can use a small portion of the dataset for this. Once you are sure that everything is working correctly, you can activate the gpu or tpu. For tpu Kaggle shows how easy it is to use it. <a href=\"https://www.kaggle.com/docs/tpu\">https://www.kaggle.com/docs/tpu</a> </p>\n\n<p>I hope this helps! Good luck!</p>",
      "rawMarkdown": "My advise would be to start simple, making sure your model works correctly so you don't waste allocated time. You can use a small portion of the dataset for this. Once you are sure that everything is working correctly, you can activate the gpu or tpu. For tpu Kaggle shows how easy it is to use it. https://www.kaggle.com/docs/tpu \n\nI hope this helps! Good luck!",
      "votes": null
    },
    {
      "id": "814448",
      "postDate": "04/20/2020 17:07:11",
      "content": "<p>Thanks:)</p>",
      "rawMarkdown": "Thanks:)",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 810885,
      "author_name": "temuller",
      "author_url": "",
      "post_date": "04/17/2020 11:12:09",
      "content": "<p>My advise would be to start simple, making sure your model works correctly so you don't waste allocated time. You can use a small portion of the dataset for this. Once you are sure that everything is working correctly, you can activate the gpu or tpu. For tpu Kaggle shows how easy it is to use it. <a href=\"https://www.kaggle.com/docs/tpu\">https://www.kaggle.com/docs/tpu</a> </p>\n\n<p>I hope this helps! Good luck!</p>",
      "votes": null,
      "replies": [
        {
          "id": 814448,
          "author_name": "mohammadmortaji",
          "author_url": "",
          "post_date": "04/20/2020 17:07:11",
          "content": "<p>Thanks:)</p>",
          "votes": null,
          "replies": []
        }
      ]
    }
  ],
  "raw_markdown_by_id": {
    "797556": "Hi\n\nHope you are all fine and feeling great.\nI think I have got a problem which is already solved for you experienced guys. What do you do with GPU quota? I mean, I am testing transfer learning on several models and some of them take long time to compute (like resnet models).\nI have tried to use TPU, but it didn't work.\n\nCan you please help me? What tips do you use for solving this problem?\n\nThanks",
    "810885": "My advise would be to start simple, making sure your model works correctly so you don't waste allocated time. You can use a small portion of the dataset for this. Once you are sure that everything is working correctly, you can activate the gpu or tpu. For tpu Kaggle shows how easy it is to use it. https://www.kaggle.com/docs/tpu \n\nI hope this helps! Good luck!",
    "814448": "Thanks:)"
  },
  "source": "meta"
}