{
  "id": 102712,
  "title": "Getting around Kernel Threw Exception!",
  "url": "/competitions/aptos2019-blindness-detection/discussion/102712",
  "author_name": "Quan",
  "post_date": "2019-08-04T08:32:42.735000",
  "votes": 0,
  "comment_count": 4,
  "views": 0,
  "content": "<p>It seems that kernel somehow throws error when reaches gpu block. So simple solution is to turn off GPU before committing. If you perform training in kernel, do it in another session or kernel, save weights, load weights in your submitting kernel and then submit. Good luck!</p>",
  "messages": [
    {
      "id": 594448,
      "postDate": "2019-08-08T03:33:50.633Z",
      "content": "<p>Thats great and all but I use time-test augmentation which kinda requires a GPU to predict on the test set. </p>",
      "rawMarkdown": "Thats great and all but I use time-test augmentation which kinda requires a GPU to predict on the test set. "
    },
    {
      "id": 591979,
      "postDate": "2019-08-04T15:26:59.170Z",
      "content": "<p>Does submitting use GPU?</p>",
      "rawMarkdown": "Does submitting use GPU?",
      "replies": [
        {
          "id": 592157,
          "postDate": "2019-08-04T22:48:12.193Z",
          "content": "<p>It depends on whether you turn off before committing or not. If you didn't turn off GPU and commit then yes your submission will use GPU.</p>",
          "rawMarkdown": "It depends on whether you turn off before committing or not. If you didn't turn off GPU and commit then yes your submission will use GPU."
        }
      ]
    },
    {
      "id": 591773,
      "postDate": "2019-08-04T08:32:42.737Z",
      "content": "<p>It seems that kernel somehow throws error when reaches gpu block. So simple solution is to turn off GPU before committing. If you perform training in kernel, do it in another session or kernel, save weights, load weights in your submitting kernel and then submit. Good luck!</p>",
      "rawMarkdown": "It seems that kernel somehow throws error when reaches gpu block. So simple solution is to turn off GPU before committing. If you perform training in kernel, do it in another session or kernel, save weights, load weights in your submitting kernel and then submit. Good luck!"
    },
    {
      "id": 594372,
      "postDate": "2019-08-07T22:46:00.797Z",
      "rawMarkdown": "",
      "isDeleted": true
    }
  ],
  "comments": [
    {
      "id": 594448,
      "author_name": "Spencer Kraisler",
      "author_url": "",
      "post_date": "2019-08-08T03:33:50.633000",
      "content": "<p>Thats great and all but I use time-test augmentation which kinda requires a GPU to predict on the test set. </p>",
      "votes": 0,
      "replies": []
    },
    {
      "id": 591979,
      "author_name": "sh",
      "author_url": "",
      "post_date": "2019-08-04T15:26:59.170000",
      "content": "<p>Does submitting use GPU?</p>",
      "votes": 0,
      "replies": [
        {
          "id": 592157,
          "author_name": "Quan",
          "author_url": "",
          "post_date": "2019-08-04T22:48:12.193000",
          "content": "<p>It depends on whether you turn off before committing or not. If you didn't turn off GPU and commit then yes your submission will use GPU.</p>",
          "votes": 0,
          "replies": []
        }
      ]
    },
    {
      "id": 594372,
      "author_name": "",
      "author_url": "",
      "post_date": "2019-08-07T22:46:00.797000",
      "content": "",
      "votes": 0,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "594448": "Thats great and all but I use time-test augmentation which kinda requires a GPU to predict on the test set. ",
    "591979": "Does submitting use GPU?",
    "591773": "It seems that kernel somehow throws error when reaches gpu block. So simple solution is to turn off GPU before committing. If you perform training in kernel, do it in another session or kernel, save weights, load weights in your submitting kernel and then submit. Good luck!",
    "594372": ""
  }
}