{
  "id": 115936,
  "title": "Metrics",
  "url": "/competitions/understanding_cloud_organization/discussion/115936",
  "author_name": "",
  "post_date": "2019-11-06T06:16:04.649441900Z",
  "votes": 1,
  "comment_count": 3,
  "views": 0,
  "content": "<p>What metric are you using when deciding which epoch to save and use to predict? Are you using dice or loss?</p>",
  "messages": [
    {
      "id": "666492",
      "postDate": "11/06/2019 06:16:04",
      "content": "<p>What metric are you using when deciding which epoch to save and use to predict? Are you using dice or loss?</p>",
      "rawMarkdown": "What metric are you using when deciding which epoch to save and use to predict? Are you using dice or loss?",
      "votes": null
    },
    {
      "id": "666512",
      "postDate": "11/06/2019 06:53:13",
      "content": "<p>Currently, I'm using val loss.</p>",
      "rawMarkdown": "Currently, I'm using val loss.",
      "votes": null
    },
    {
      "id": "666609",
      "postDate": "11/06/2019 09:29:23",
      "content": "<p>I am using val_loss to train it longer . Dice was converging little earlier . But not sure , if that was okay . Couple of folds I am trying to save the max dice as well .</p>",
      "rawMarkdown": "I am using val_loss to train it longer . Dice was converging little earlier . But not sure , if that was okay . Couple of folds I am trying to save the max dice as well .",
      "votes": null
    },
    {
      "id": "666720",
      "postDate": "11/06/2019 12:29:23",
      "content": "<p>Save  all  the  epoch  ,  pick  top  5  low  loss  and  top  5  high dice ,     average   these   10   model's    like  SWA .  I   think   it  should   performance   better  than  all  your   models   before.</p>",
      "rawMarkdown": "Save  all  the  epoch  ,  pick  top  5  low  loss  and  top  5  high dice ,     average   these   10   model's    like  SWA .  I   think   it  should   performance   better  than  all  your   models   before.",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 666512,
      "author_name": "phunghieu",
      "author_url": "",
      "post_date": "11/06/2019 06:53:13",
      "content": "<p>Currently, I'm using val loss.</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 666609,
      "author_name": "phoenix9032",
      "author_url": "",
      "post_date": "11/06/2019 09:29:23",
      "content": "<p>I am using val_loss to train it longer . Dice was converging little earlier . But not sure , if that was okay . Couple of folds I am trying to save the max dice as well .</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 666720,
      "author_name": "xujingzhao",
      "author_url": "",
      "post_date": "11/06/2019 12:29:23",
      "content": "<p>Save  all  the  epoch  ,  pick  top  5  low  loss  and  top  5  high dice ,     average   these   10   model's    like  SWA .  I   think   it  should   performance   better  than  all  your   models   before.</p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "666492": "What metric are you using when deciding which epoch to save and use to predict? Are you using dice or loss?",
    "666512": "Currently, I'm using val loss.",
    "666609": "I am using val_loss to train it longer . Dice was converging little earlier . But not sure , if that was okay . Couple of folds I am trying to save the max dice as well .",
    "666720": "Save  all  the  epoch  ,  pick  top  5  low  loss  and  top  5  high dice ,     average   these   10   model's    like  SWA .  I   think   it  should   performance   better  than  all  your   models   before."
  },
  "source": "meta"
}