{
  "id": 297710,
  "title": "Inference Time Sharing?",
  "url": "/competitions/sartorius-cell-instance-segmentation/discussion/297710",
  "author_name": "",
  "post_date": "2021-12-29T00:52:39.393668900Z",
  "votes": null,
  "comment_count": 6,
  "views": 0,
  "content": "<p>Two days away from the ending of 2021's last competition, how long will it take to do inference for your team now? Anyone is sticking with single model instead of ensemble?  </p>\n<p>For us, we are still seeking for a robust ensemble strategies and it seems that a single fold inference will take about 1 hour.</p>\n<p>Wish all the competitors could get good advances in the rest days!</p>",
  "messages": [
    {
      "id": "1631945",
      "postDate": "12/29/2021 00:52:39",
      "content": "<p>Two days away from the ending of 2021's last competition, how long will it take to do inference for your team now? Anyone is sticking with single model instead of ensemble?  </p>\n<p>For us, we are still seeking for a robust ensemble strategies and it seems that a single fold inference will take about 1 hour.</p>\n<p>Wish all the competitors could get good advances in the rest days!</p>",
      "rawMarkdown": "Two days away from the ending of 2021's last competition, how long will it take to do inference for your team now? Anyone is sticking with single model instead of ensemble?  \n\nFor us, we are still seeking for a robust ensemble strategies and it seems that a single fold inference will take about 1 hour.\n\nWish all the competitors could get good advances in the rest days!",
      "votes": null
    },
    {
      "id": "1631996",
      "postDate": "12/29/2021 03:35:13",
      "content": "<p>1 models takes about 10 minutes(installing the dependency may take about 3~4 minutes)</p>",
      "rawMarkdown": "1 models takes about 10 minutes(installing the dependency may take about 3~4 minutes)",
      "votes": null
    },
    {
      "id": "1632593",
      "postDate": "12/29/2021 19:59:19",
      "content": "<p>Incredible! </p>",
      "rawMarkdown": "Incredible!",
      "votes": null
    },
    {
      "id": "1632756",
      "postDate": "12/30/2021 02:43:53",
      "content": "<p>1 model takes about 20-30 minutes.<br>\n3 models (ensemble) takes about 3 hours.</p>",
      "rawMarkdown": "1 model takes about 20-30 minutes.\n3 models (ensemble) takes about 3 hours.",
      "votes": null
    },
    {
      "id": "1633649",
      "postDate": "12/31/2021 00:51:46",
      "content": "<p>Around 8 hours after runtime optimizations, we've hit the 9hrs limit on few of the attempts.</p>",
      "rawMarkdown": "Around 8 hours after runtime optimizations, we've hit the 9hrs limit on few of the attempts.",
      "votes": null
    },
    {
      "id": "1633763",
      "postDate": "12/31/2021 03:29:48",
      "content": "<p>Complicated but effective inference! Congrats on your amazing job! </p>",
      "rawMarkdown": "Complicated but effective inference! Congrats on your amazing job!",
      "votes": null
    },
    {
      "id": "1633765",
      "postDate": "12/31/2021 03:30:33",
      "content": "<p>Similar to me when doing ensemble. Congrats on a silver medal winning!</p>",
      "rawMarkdown": "Similar to me when doing ensemble. Congrats on a silver medal winning!",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 1631996,
      "author_name": "forcewithme",
      "author_url": "",
      "post_date": "12/29/2021 03:35:13",
      "content": "<p>1 models takes about 10 minutes(installing the dependency may take about 3~4 minutes)</p>",
      "votes": null,
      "replies": [
        {
          "id": 1632593,
          "author_name": "charonwangg",
          "author_url": "",
          "post_date": "12/29/2021 19:59:19",
          "content": "<p>Incredible! </p>",
          "votes": null,
          "replies": []
        }
      ]
    },
    {
      "id": 1632756,
      "author_name": "dragon229",
      "author_url": "",
      "post_date": "12/30/2021 02:43:53",
      "content": "<p>1 model takes about 20-30 minutes.<br>\n3 models (ensemble) takes about 3 hours.</p>",
      "votes": null,
      "replies": [
        {
          "id": 1633765,
          "author_name": "charonwangg",
          "author_url": "",
          "post_date": "12/31/2021 03:30:33",
          "content": "<p>Similar to me when doing ensemble. Congrats on a silver medal winning!</p>",
          "votes": null,
          "replies": []
        }
      ]
    },
    {
      "id": 1633649,
      "author_name": "slawekbiel",
      "author_url": "",
      "post_date": "12/31/2021 00:51:46",
      "content": "<p>Around 8 hours after runtime optimizations, we've hit the 9hrs limit on few of the attempts.</p>",
      "votes": null,
      "replies": [
        {
          "id": 1633763,
          "author_name": "charonwangg",
          "author_url": "",
          "post_date": "12/31/2021 03:29:48",
          "content": "<p>Complicated but effective inference! Congrats on your amazing job! </p>",
          "votes": null,
          "replies": []
        }
      ]
    }
  ],
  "raw_markdown_by_id": {
    "1631945": "Two days away from the ending of 2021's last competition, how long will it take to do inference for your team now? Anyone is sticking with single model instead of ensemble?  \n\nFor us, we are still seeking for a robust ensemble strategies and it seems that a single fold inference will take about 1 hour.\n\nWish all the competitors could get good advances in the rest days!",
    "1631996": "1 models takes about 10 minutes(installing the dependency may take about 3~4 minutes)",
    "1632593": "Incredible!",
    "1632756": "1 model takes about 20-30 minutes.\n3 models (ensemble) takes about 3 hours.",
    "1633649": "Around 8 hours after runtime optimizations, we've hit the 9hrs limit on few of the attempts.",
    "1633763": "Complicated but effective inference! Congrats on your amazing job!",
    "1633765": "Similar to me when doing ensemble. Congrats on a silver medal winning!"
  },
  "source": "meta"
}