{
  "id": 141417,
  "title": "Anybody having issues with training efficient-net?",
  "url": "/competitions/deepfake-detection-challenge/discussion/141417",
  "author_name": "",
  "post_date": "2020-04-06T00:34:27.412629600Z",
  "votes": null,
  "comment_count": 2,
  "views": 0,
  "content": "<p>I know the competition is over, but I'm trying to put together a script that is similar to the winners.</p>",
  "messages": [
    {
      "id": "798883",
      "postDate": "04/06/2020 00:34:27",
      "content": "<p>I know the competition is over, but I'm trying to put together a script that is similar to the winners.</p>",
      "rawMarkdown": "I know the competition is over, but I'm trying to put together a script that is similar to the winners.",
      "votes": null
    },
    {
      "id": "798887",
      "postDate": "04/06/2020 00:40:23",
      "content": "<p>efficientnet is notoriously sensitive to learning rate schedule. make sure you adjust it based on your batch size.\nfor example if they detaile lr = 0.0001 with BS 16 and you can only do BS 8, use lr 0.00005</p>",
      "rawMarkdown": "efficientnet is notoriously sensitive to learning rate schedule. make sure you adjust it based on your batch size.\nfor example if they detaile lr = 0.0001 with BS 16 and you can only do BS 8, use lr 0.00005",
      "votes": null
    },
    {
      "id": "802018",
      "postDate": "04/09/2020 03:42:36",
      "content": "<p>Thanks</p>",
      "rawMarkdown": "Thanks",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 798887,
      "author_name": "moshel",
      "author_url": "",
      "post_date": "04/06/2020 00:40:23",
      "content": "<p>efficientnet is notoriously sensitive to learning rate schedule. make sure you adjust it based on your batch size.\nfor example if they detaile lr = 0.0001 with BS 16 and you can only do BS 8, use lr 0.00005</p>",
      "votes": null,
      "replies": [
        {
          "id": 802018,
          "author_name": "sherkt1",
          "author_url": "",
          "post_date": "04/09/2020 03:42:36",
          "content": "<p>Thanks</p>",
          "votes": null,
          "replies": []
        }
      ]
    }
  ],
  "raw_markdown_by_id": {
    "798883": "I know the competition is over, but I'm trying to put together a script that is similar to the winners.",
    "798887": "efficientnet is notoriously sensitive to learning rate schedule. make sure you adjust it based on your batch size.\nfor example if they detaile lr = 0.0001 with BS 16 and you can only do BS 8, use lr 0.00005",
    "802018": "Thanks"
  },
  "source": "meta"
}