{
  "id": 381722,
  "title": "Has anyone tried R-Drop in this contest? I would like some advice on tuning hyperparameters",
  "url": "/competitions/rsna-breast-cancer-detection/discussion/381722",
  "author_name": "Leimeng46",
  "post_date": "2023-01-28T00:14:47.223000",
  "votes": 1,
  "comment_count": 2,
  "views": 0,
  "content": "<p>I read several forum articles online that said that R-Drop would produce some improvement in the field of image classification, but when I tried, <strong>I was troubled by several parameters in R-Drop, such as α, and the ratio between loss and kl_loss</strong>. As a result, my results were very unsatisfactory. So I would like to hear from you about your experience</p>",
  "messages": [
    {
      "id": 2118335,
      "postDate": "2023-01-28T00:14:47.223Z",
      "content": "<p>I read several forum articles online that said that R-Drop would produce some improvement in the field of image classification, but when I tried, <strong>I was troubled by several parameters in R-Drop, such as α, and the ratio between loss and kl_loss</strong>. As a result, my results were very unsatisfactory. So I would like to hear from you about your experience</p>",
      "rawMarkdown": "I read several forum articles online that said that R-Drop would produce some improvement in the field of image classification, but when I tried, **I was troubled by several parameters in R-Drop, such as α, and the ratio between loss and kl_loss**. As a result, my results were very unsatisfactory. So I would like to hear from you about your experience",
      "votes": 1
    },
    {
      "id": 2118866,
      "postDate": "2023-01-28T10:38:33.053Z",
      "content": "<p>Yes Ive tried it </p>",
      "rawMarkdown": "Yes Ive tried it ",
      "replies": [
        {
          "id": 2118897,
          "postDate": "2023-01-28T11:16:16.187Z",
          "content": "<p>May I ask how you set your hyperparameters, I have no idea</p>",
          "rawMarkdown": "May I ask how you set your hyperparameters, I have no idea"
        }
      ]
    }
  ],
  "comments": [
    {
      "id": 2118866,
      "author_name": "Vishak K Bhat",
      "author_url": "",
      "post_date": "2023-01-28T10:38:33.053000",
      "content": "<p>Yes Ive tried it </p>",
      "votes": 0,
      "replies": [
        {
          "id": 2118897,
          "author_name": "Leimeng46",
          "author_url": "",
          "post_date": "2023-01-28T11:16:16.187000",
          "content": "<p>May I ask how you set your hyperparameters, I have no idea</p>",
          "votes": 0,
          "replies": []
        }
      ]
    }
  ],
  "raw_markdown_by_id": {
    "2118335": "I read several forum articles online that said that R-Drop would produce some improvement in the field of image classification, but when I tried, **I was troubled by several parameters in R-Drop, such as α, and the ratio between loss and kl_loss**. As a result, my results were very unsatisfactory. So I would like to hear from you about your experience",
    "2118866": "Yes Ive tried it "
  }
}