{
  "id": 101666,
  "title": "Anyone tried SSD ?",
  "url": "/competitions/open-images-2019-object-detection/discussion/101666",
  "author_name": "",
  "post_date": "2019-07-27T15:16:20.528250200Z",
  "votes": null,
  "comment_count": 2,
  "views": 0,
  "content": "<p>I was trying SSD for this, my model SSD300 works fine with less number of classes say 8, but when I increase it to 600 for this competition its throwing OOM, any idea how to finetune SSD with huge classes? My h/w is i7 8700k, 32GB RAM and RTX2080 GPU.   </p>",
  "messages": [
    {
      "id": "585513",
      "postDate": "07/27/2019 15:16:20",
      "content": "<p>I was trying SSD for this, my model SSD300 works fine with less number of classes say 8, but when I increase it to 600 for this competition its throwing OOM, any idea how to finetune SSD with huge classes? My h/w is i7 8700k, 32GB RAM and RTX2080 GPU.   </p>",
      "rawMarkdown": "I was trying SSD for this, my model SSD300 works fine with less number of classes say 8, but when I increase it to 600 for this competition its throwing OOM, any idea how to finetune SSD with huge classes? My h/w is i7 8700k, 32GB RAM and RTX2080 GPU.",
      "votes": null
    },
    {
      "id": "585553",
      "postDate": "07/27/2019 16:12:50",
      "content": "<p>Hi! <a href=\"/rohitshekhar\">@rohitshekhar</a>, If it's an out of memory error, I will start reducing the image size or the bath size</p>",
      "rawMarkdown": "Hi! @rohitshekhar, If it's an out of memory error, I will start reducing the image size or the bath size",
      "votes": null
    },
    {
      "id": "612775",
      "postDate": "08/30/2019 02:03:30",
      "content": "<p>SSD has no use for the competition,should two-stage models</p>",
      "rawMarkdown": "SSD has no use for the competition,should two-stage models",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 585553,
      "author_name": "cv13j0",
      "author_url": "",
      "post_date": "07/27/2019 16:12:50",
      "content": "<p>Hi! <a href=\"/rohitshekhar\">@rohitshekhar</a>, If it's an out of memory error, I will start reducing the image size or the bath size</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 612775,
      "author_name": "changqinyao",
      "author_url": "",
      "post_date": "08/30/2019 02:03:30",
      "content": "<p>SSD has no use for the competition,should two-stage models</p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "585513": "I was trying SSD for this, my model SSD300 works fine with less number of classes say 8, but when I increase it to 600 for this competition its throwing OOM, any idea how to finetune SSD with huge classes? My h/w is i7 8700k, 32GB RAM and RTX2080 GPU.",
    "585553": "Hi! @rohitshekhar, If it's an out of memory error, I will start reducing the image size or the bath size",
    "612775": "SSD has no use for the competition,should two-stage models"
  },
  "source": "meta"
}