{
  "id": 388656,
  "title": "Training overtime!!",
  "url": "/competitions/rsna-breast-cancer-detection/discussion/388656",
  "author_name": "Vishak K Bhat",
  "post_date": "2023-02-18T19:57:51.479000",
  "votes": 0,
  "comment_count": 1,
  "views": 0,
  "content": "<p>I am trying to train my network through GPU in kaggle, but then my single epoch is only taking lots of time so not able to experiment.</p>\n<p>What am I supposed to do ??</p>",
  "messages": [
    {
      "id": 2149995,
      "postDate": "2023-02-18T21:06:00.123Z",
      "content": "<p>Try to use TPU which gives you access to a higher memory (larger batch size) and greatly speeds up the training.</p>",
      "rawMarkdown": "Try to use TPU which gives you access to a higher memory (larger batch size) and greatly speeds up the training."
    },
    {
      "id": 2149948,
      "postDate": "2023-02-18T19:57:51.480Z",
      "content": "<p>I am trying to train my network through GPU in kaggle, but then my single epoch is only taking lots of time so not able to experiment.</p>\n<p>What am I supposed to do ??</p>",
      "rawMarkdown": "I am trying to train my network through GPU in kaggle, but then my single epoch is only taking lots of time so not able to experiment.\n\nWhat am I supposed to do ??"
    }
  ],
  "comments": [
    {
      "id": 2149995,
      "author_name": "Rasoul Mojtahedzadeh",
      "author_url": "",
      "post_date": "2023-02-18T21:06:00.123000",
      "content": "<p>Try to use TPU which gives you access to a higher memory (larger batch size) and greatly speeds up the training.</p>",
      "votes": 0,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "2149995": "Try to use TPU which gives you access to a higher memory (larger batch size) and greatly speeds up the training.",
    "2149948": "I am trying to train my network through GPU in kaggle, but then my single epoch is only taking lots of time so not able to experiment.\n\nWhat am I supposed to do ??"
  }
}