{
  "id": 146237,
  "title": "Model not training on GPU",
  "url": "/competitions/prostate-cancer-grade-assessment/discussion/146237",
  "author_name": "nvidia2080ti",
  "post_date": "2020-04-26T10:59:18.501000",
  "votes": 1,
  "comment_count": 1,
  "views": 0,
  "content": "<p><img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F4801688%2F0175797e8bbbafdbe7933e2492a3992e%2FScreenshot%20(90\" alt=\"\">.png?generation=1587898164549509&amp;alt=media)</p>\n\n<p>I tried enabling GPU on both Notebook and Scripts but the model always trains on CPU, strangely it shows Max. GPU memory as 0 Bytes....</p>",
  "messages": [
    {
      "id": 821701,
      "postDate": "2020-04-26T10:59:18.500Z",
      "content": "<p><img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F4801688%2F0175797e8bbbafdbe7933e2492a3992e%2FScreenshot%20(90\" alt=\"\">.png?generation=1587898164549509&amp;alt=media)</p>\n\n<p>I tried enabling GPU on both Notebook and Scripts but the model always trains on CPU, strangely it shows Max. GPU memory as 0 Bytes....</p>",
      "rawMarkdown": "![](https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F4801688%2F0175797e8bbbafdbe7933e2492a3992e%2FScreenshot%20(90).png?generation=1587898164549509&amp;alt=media)\n\n\nI tried enabling GPU on both Notebook and Scripts but the model always trains on CPU, strangely it shows Max. GPU memory as 0 Bytes....",
      "votes": 1
    },
    {
      "id": 822841,
      "postDate": "2020-04-27T07:22:57.607Z",
      "content": "<p>Upon close inspection, I found ,although it shows that 0.00% GPU utilization, it is indeed training on GPU, because if i switch the accelerator off than 1 epoch takes ~ 70 mins, while with GPU on it takes ~15 mins, but I don't know why its showing 0.00% GPU usage?</p>",
      "rawMarkdown": "Upon close inspection, I found ,although it shows that 0.00% GPU utilization, it is indeed training on GPU, because if i switch the accelerator off than 1 epoch takes ~ 70 mins, while with GPU on it takes ~15 mins, but I don't know why its showing 0.00% GPU usage?"
    }
  ],
  "comments": [
    {
      "id": 822841,
      "author_name": "nvidia2080ti",
      "author_url": "",
      "post_date": "2020-04-27T07:22:57.607000",
      "content": "<p>Upon close inspection, I found ,although it shows that 0.00% GPU utilization, it is indeed training on GPU, because if i switch the accelerator off than 1 epoch takes ~ 70 mins, while with GPU on it takes ~15 mins, but I don't know why its showing 0.00% GPU usage?</p>",
      "votes": 0,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "821701": "![](https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F4801688%2F0175797e8bbbafdbe7933e2492a3992e%2FScreenshot%20(90).png?generation=1587898164549509&amp;alt=media)\n\n\nI tried enabling GPU on both Notebook and Scripts but the model always trains on CPU, strangely it shows Max. GPU memory as 0 Bytes....",
    "822841": "Upon close inspection, I found ,although it shows that 0.00% GPU utilization, it is indeed training on GPU, because if i switch the accelerator off than 1 epoch takes ~ 70 mins, while with GPU on it takes ~15 mins, but I don't know why its showing 0.00% GPU usage?"
  }
}