{
  "id": 168334,
  "title": "Best Image Size??",
  "url": "/competitions/siim-isic-melanoma-classification/discussion/168334",
  "author_name": "",
  "post_date": "2020-07-20T07:25:37.291565900Z",
  "votes": null,
  "comment_count": 10,
  "views": 0,
  "content": "<p>In my case, 256x256 image size will give a better LB score than other image sizes.<br>\nImage-Size--256x256 <br>\nLB score--95.06<br>\nPlease share your best LB score according to image-size!!!!!</p>",
  "messages": [
    {
      "id": "936392",
      "postDate": "07/20/2020 07:25:37",
      "content": "<p>In my case, 256x256 image size will give a better LB score than other image sizes.<br>\nImage-Size--256x256 <br>\nLB score--95.06<br>\nPlease share your best LB score according to image-size!!!!!</p>",
      "rawMarkdown": "In my case, 256x256 image size will give a better LB score than other image sizes.\nImage-Size--256x256 \nLB score--95.06\nPlease share your best LB score according to image-size!!!!!",
      "votes": null
    },
    {
      "id": "936402",
      "postDate": "07/20/2020 07:31:43",
      "content": "<p>image-size--384x384\naccuracy--94.67</p>",
      "rawMarkdown": "image-size--384x384\naccuracy--94.67",
      "votes": null
    },
    {
      "id": "936420",
      "postDate": "07/20/2020 07:51:29",
      "content": "<p>192x192 LB = 0.944</p>",
      "rawMarkdown": "192x192 LB = 0.944",
      "votes": null
    },
    {
      "id": "936551",
      "postDate": "07/20/2020 10:06:55",
      "content": "<p>The bigger the better! (At least it should have more info 😅)</p>\n\n<p>I'm using 256x256, but I'm still getting memory issues</p>",
      "rawMarkdown": "The bigger the better! (At least it should have more info 😅)\n\nI'm using 256x256, but I'm still getting memory issues",
      "votes": null
    },
    {
      "id": "936668",
      "postDate": "07/20/2020 12:32:05",
      "content": "<p>Accuracy or AUC?</p>",
      "rawMarkdown": "Accuracy or AUC?",
      "votes": null
    },
    {
      "id": "936707",
      "postDate": "07/20/2020 13:08:12",
      "content": "<p>256x256 LB = 0.84 (only 1 epoch to debug... OOM). Going to run locally</p>",
      "rawMarkdown": "256x256 LB = 0.84 (only 1 epoch to debug... OOM). Going to run locally",
      "votes": null
    },
    {
      "id": "936778",
      "postDate": "07/20/2020 14:19:30",
      "content": "<p>In my case 384x384, gives me: 0.9516 LB</p>",
      "rawMarkdown": "In my case 384x384, gives me: 0.9516 LB",
      "votes": null
    },
    {
      "id": "936789",
      "postDate": "07/20/2020 14:25:56",
      "content": "<p>I am a bit confused, why do you use accuracy?</p>",
      "rawMarkdown": "I am a bit confused, why do you use accuracy?",
      "votes": null
    },
    {
      "id": "936791",
      "postDate": "07/20/2020 14:27:48",
      "content": "<p>Maybe he meant AUC from the LB</p>",
      "rawMarkdown": "Maybe he meant AUC from the LB",
      "votes": null
    },
    {
      "id": "936807",
      "postDate": "07/20/2020 14:41:25",
      "content": "<p>yes , I am talking about LB.</p>",
      "rawMarkdown": "yes , I am talking about LB.",
      "votes": null
    },
    {
      "id": "936827",
      "postDate": "07/20/2020 14:49:54",
      "content": "<p>512x512 LB : 0.953</p>",
      "rawMarkdown": "512x512 LB : 0.953",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 936402,
      "author_name": "jayasingh",
      "author_url": "",
      "post_date": "07/20/2020 07:31:43",
      "content": "<p>image-size--384x384\naccuracy--94.67</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 936420,
      "author_name": "msharuk589",
      "author_url": "",
      "post_date": "07/20/2020 07:51:29",
      "content": "<p>192x192 LB = 0.944</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 936551,
      "author_name": "amneves",
      "author_url": "",
      "post_date": "07/20/2020 10:06:55",
      "content": "<p>The bigger the better! (At least it should have more info 😅)</p>\n\n<p>I'm using 256x256, but I'm still getting memory issues</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 936668,
      "author_name": "abiolatti",
      "author_url": "",
      "post_date": "07/20/2020 12:32:05",
      "content": "<p>Accuracy or AUC?</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 936707,
      "author_name": "amneves",
      "author_url": "",
      "post_date": "07/20/2020 13:08:12",
      "content": "<p>256x256 LB = 0.84 (only 1 epoch to debug... OOM). Going to run locally</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 936778,
      "author_name": "santiviquez",
      "author_url": "",
      "post_date": "07/20/2020 14:19:30",
      "content": "<p>In my case 384x384, gives me: 0.9516 LB</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 936789,
      "author_name": "vladimirsydor",
      "author_url": "",
      "post_date": "07/20/2020 14:25:56",
      "content": "<p>I am a bit confused, why do you use accuracy?</p>",
      "votes": null,
      "replies": [
        {
          "id": 936791,
          "author_name": "amneves",
          "author_url": "",
          "post_date": "07/20/2020 14:27:48",
          "content": "<p>Maybe he meant AUC from the LB</p>",
          "votes": null,
          "replies": []
        },
        {
          "id": 936807,
          "author_name": "shivam17818",
          "author_url": "",
          "post_date": "07/20/2020 14:41:25",
          "content": "<p>yes , I am talking about LB.</p>",
          "votes": null,
          "replies": []
        }
      ]
    },
    {
      "id": 936827,
      "author_name": "idrisss",
      "author_url": "",
      "post_date": "07/20/2020 14:49:54",
      "content": "<p>512x512 LB : 0.953</p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "936392": "In my case, 256x256 image size will give a better LB score than other image sizes.\nImage-Size--256x256 \nLB score--95.06\nPlease share your best LB score according to image-size!!!!!",
    "936402": "image-size--384x384\naccuracy--94.67",
    "936420": "192x192 LB = 0.944",
    "936551": "The bigger the better! (At least it should have more info 😅)\n\nI'm using 256x256, but I'm still getting memory issues",
    "936668": "Accuracy or AUC?",
    "936707": "256x256 LB = 0.84 (only 1 epoch to debug... OOM). Going to run locally",
    "936778": "In my case 384x384, gives me: 0.9516 LB",
    "936789": "I am a bit confused, why do you use accuracy?",
    "936791": "Maybe he meant AUC from the LB",
    "936807": "yes , I am talking about LB.",
    "936827": "512x512 LB : 0.953"
  },
  "source": "meta"
}