{
  "id": 431832,
  "title": "System is crashing even after turning GPU",
  "url": "/competitions/cafa-5-protein-function-prediction/discussion/431832",
  "author_name": "",
  "post_date": "2023-08-15T06:08:40.418716700Z",
  "votes": 6,
  "comment_count": 2,
  "views": 0,
  "content": "<p>I have turned on GPU before running the notebook, still it is mostly using CPU and the speed has not significantly increased. Also it gets restarted after a certain time due to unavailability of memory.. I am not even able to run it till the end. Can anyone kindly guide me on this?</p>",
  "messages": [
    {
      "id": "2391371",
      "postDate": "08/15/2023 06:08:40",
      "content": "<p>I have turned on GPU before running the notebook, still it is mostly using CPU and the speed has not significantly increased. Also it gets restarted after a certain time due to unavailability of memory.. I am not even able to run it till the end. Can anyone kindly guide me on this?</p>",
      "rawMarkdown": "I have turned on GPU before running the notebook, still it is mostly using CPU and the speed has not significantly increased. Also it gets restarted after a certain time due to unavailability of memory.. I am not even able to run it till the end. Can anyone kindly guide me on this?",
      "votes": null
    },
    {
      "id": "2391940",
      "postDate": "08/15/2023 11:38:05",
      "content": "<p><a href=\"https://www.kaggle.com/ridamahmood005\" target=\"_blank\">@ridamahmood005</a> <br>\nThe GPUs work only for image processing and neural networks. </p>\n<p><img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F10078024%2F7b2b3ddf147826493c2fcb243b3133a8%2FScreenshot%20from%202023-08-15%2016-34-06.png?generation=1692099330507055&amp;alt=media\" alt=\"\"></p>",
      "rawMarkdown": "ridamahmood005 \nThe GPUs work only for image processing and neural networks. \n\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F10078024%2F7b2b3ddf147826493c2fcb243b3133a8%2FScreenshot%20from%202023-08-15%2016-34-06.png?generation=1692099330507055&alt=media)",
      "votes": null
    },
    {
      "id": "2392668",
      "postDate": "08/15/2023 19:39:44",
      "content": "<p>I know <a href=\"https://www.kaggle.com/yasirabdaali\" target=\"_blank\">@yasirabdaali</a>.. asking this for neural networks</p>",
      "rawMarkdown": "I know @yasirabdaali.. asking this for neural networks",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 2391940,
      "author_name": "yasirabdaali",
      "author_url": "",
      "post_date": "08/15/2023 11:38:05",
      "content": "<p><a href=\"https://www.kaggle.com/ridamahmood005\" target=\"_blank\">@ridamahmood005</a> <br>\nThe GPUs work only for image processing and neural networks. </p>\n<p><img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F10078024%2F7b2b3ddf147826493c2fcb243b3133a8%2FScreenshot%20from%202023-08-15%2016-34-06.png?generation=1692099330507055&amp;alt=media\" alt=\"\"></p>",
      "votes": null,
      "replies": [
        {
          "id": 2392668,
          "author_name": "ridamahmood005",
          "author_url": "",
          "post_date": "08/15/2023 19:39:44",
          "content": "<p>I know <a href=\"https://www.kaggle.com/yasirabdaali\" target=\"_blank\">@yasirabdaali</a>.. asking this for neural networks</p>",
          "votes": null,
          "replies": []
        }
      ]
    }
  ],
  "raw_markdown_by_id": {
    "2391371": "I have turned on GPU before running the notebook, still it is mostly using CPU and the speed has not significantly increased. Also it gets restarted after a certain time due to unavailability of memory.. I am not even able to run it till the end. Can anyone kindly guide me on this?",
    "2391940": "ridamahmood005 \nThe GPUs work only for image processing and neural networks. \n\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F10078024%2F7b2b3ddf147826493c2fcb243b3133a8%2FScreenshot%20from%202023-08-15%2016-34-06.png?generation=1692099330507055&alt=media)",
    "2392668": "I know @yasirabdaali.. asking this for neural networks"
  },
  "source": "meta"
}