{
  "id": 72002,
  "title": "What learning rate schedule do you use?",
  "url": "/competitions/quickdraw-doodle-recognition/discussion/72002",
  "author_name": "HuyenNguyen",
  "post_date": "2018-11-19T10:48:50.301000",
  "votes": 2,
  "comment_count": 3,
  "views": 0,
  "content": "<p>When I used ReduceOnPlateau, my score flatlines at 0.925 after some time. Any suggestions?</p>",
  "messages": [
    {
      "id": 423969,
      "postDate": "2018-11-19T10:48:50.300Z",
      "content": "<p>When I used ReduceOnPlateau, my score flatlines at 0.925 after some time. Any suggestions?</p>",
      "rawMarkdown": "When I used ReduceOnPlateau, my score flatlines at 0.925 after some time. Any suggestions?",
      "votes": 2
    },
    {
      "id": 423981,
      "postDate": "2018-11-19T11:16:05.317Z",
      "content": "<p>Learning rate may become too small if you do not use the min_lr</p>",
      "rawMarkdown": "Learning rate may become too small if you do not use the min_lr",
      "replies": [
        {
          "id": 424062,
          "postDate": "2018-11-19T13:46:28.873Z",
          "content": "<p>what's your min_lr?</p>",
          "rawMarkdown": "what's your min_lr?"
        },
        {
          "id": 424070,
          "postDate": "2018-11-19T14:02:08.817Z",
          "content": "<p>Parameter of ReduceOnPlateau. After several decreases learning rate may be too small to escape from local minima </p>",
          "rawMarkdown": "Parameter of ReduceOnPlateau. After several decreases learning rate may be too small to escape from local minima "
        }
      ]
    }
  ],
  "comments": [
    {
      "id": 423981,
      "author_name": "Vladimir Nosov",
      "author_url": "",
      "post_date": "2018-11-19T11:16:05.317000",
      "content": "<p>Learning rate may become too small if you do not use the min_lr</p>",
      "votes": 0,
      "replies": [
        {
          "id": 424062,
          "author_name": "HuyenNguyen",
          "author_url": "",
          "post_date": "2018-11-19T13:46:28.873000",
          "content": "<p>what's your min_lr?</p>",
          "votes": 0,
          "replies": []
        },
        {
          "id": 424070,
          "author_name": "Vladimir Nosov",
          "author_url": "",
          "post_date": "2018-11-19T14:02:08.817000",
          "content": "<p>Parameter of ReduceOnPlateau. After several decreases learning rate may be too small to escape from local minima </p>",
          "votes": 0,
          "replies": []
        }
      ]
    }
  ],
  "raw_markdown_by_id": {
    "423969": "When I used ReduceOnPlateau, my score flatlines at 0.925 after some time. Any suggestions?",
    "423981": "Learning rate may become too small if you do not use the min_lr"
  }
}