{
  "id": 193253,
  "title": "Vision transformers: training + inference",
  "url": "/competitions/lyft-motion-prediction-autonomous-vehicles/discussion/193253",
  "author_name": "",
  "post_date": "2020-10-26T06:16:11.594909200Z",
  "votes": 4,
  "comment_count": 5,
  "views": 0,
  "content": "<ul>\n<li><a href=\"Training\" target=\"_blank\">https://www.kaggle.com/nxrprime/lyft-vision-transformer-training</a></li>\n<li><a href=\"Inference\" target=\"_blank\">https://www.kaggle.com/nxrprime/lyft-vision-transformer-inference</a></li>\n</ul>\n<p>These two notebooks use the implementation of a vision transformer in <code>timm</code> which came out rather recently, and it's a pretty interesting architecture moving forward.</p>\n<p>Granted, this might need a lot more training in order to achieve results, so if you want to achieve something competitive as of now you might need to train for more, more time. </p>",
  "messages": [
    {
      "id": "1060375",
      "postDate": "10/26/2020 06:16:11",
      "content": "<ul>\n<li><a href=\"Training\" target=\"_blank\">https://www.kaggle.com/nxrprime/lyft-vision-transformer-training</a></li>\n<li><a href=\"Inference\" target=\"_blank\">https://www.kaggle.com/nxrprime/lyft-vision-transformer-inference</a></li>\n</ul>\n<p>These two notebooks use the implementation of a vision transformer in <code>timm</code> which came out rather recently, and it's a pretty interesting architecture moving forward.</p>\n<p>Granted, this might need a lot more training in order to achieve results, so if you want to achieve something competitive as of now you might need to train for more, more time. </p>",
      "rawMarkdown": "[https://www.kaggle.com/nxrprime/lyft-vision-transformer-training](Training)\n+ [https://www.kaggle.com/nxrprime/lyft-vision-transformer-inference](Inference)\n\nThese two notebooks use the implementation of a vision transformer in `timm` which came out rather recently, and it's a pretty interesting architecture moving forward.\n\nGranted, this might need a lot more training in order to achieve results, so if you want to achieve something competitive as of now you might need to train for more, more time.",
      "votes": null
    },
    {
      "id": "1060395",
      "postDate": "10/26/2020 06:36:27",
      "content": "<p>Unfortunately, the remaining one month may not be enough to run a full data set. 😫</p>",
      "rawMarkdown": "Unfortunately, the remaining one month may not be enough to run a full data set. 😫",
      "votes": null
    },
    {
      "id": "1060403",
      "postDate": "10/26/2020 06:50:54",
      "content": "<p>thanks for sharing </p>",
      "rawMarkdown": "thanks for sharing",
      "votes": null
    },
    {
      "id": "1062516",
      "postDate": "10/27/2020 23:22:30",
      "content": "<p><a href=\"https://www.kaggle.com/nxrprime\" target=\"_blank\">@nxrprime</a> is <a href=\"https://www.kaggle.com/nxrprime/lyft-vision-transformer-training\" target=\"_blank\">https://www.kaggle.com/nxrprime/lyft-vision-transformer-training</a> is broken ? </p>",
      "rawMarkdown": "nxrprime is https://www.kaggle.com/nxrprime/lyft-vision-transformer-training is broken ?",
      "votes": null
    },
    {
      "id": "1062671",
      "postDate": "10/28/2020 04:55:25",
      "content": "<p>I think both the links are broken as of now, not sure what's wrong.</p>",
      "rawMarkdown": "I think both the links are broken as of now, not sure what's wrong.",
      "votes": null
    },
    {
      "id": "1063582",
      "postDate": "10/29/2020 04:53:42",
      "content": "<p>Rent a supercomputer and figure it out. :)</p>",
      "rawMarkdown": "Rent a supercomputer and figure it out. :)",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 1060395,
      "author_name": "zzy990106",
      "author_url": "",
      "post_date": "10/26/2020 06:36:27",
      "content": "<p>Unfortunately, the remaining one month may not be enough to run a full data set. 😫</p>",
      "votes": null,
      "replies": [
        {
          "id": 1063582,
          "author_name": "spicychicken38",
          "author_url": "",
          "post_date": "10/29/2020 04:53:42",
          "content": "<p>Rent a supercomputer and figure it out. :)</p>",
          "votes": null,
          "replies": []
        }
      ]
    },
    {
      "id": 1060403,
      "author_name": "maciejgronczynski",
      "author_url": "",
      "post_date": "10/26/2020 06:50:54",
      "content": "<p>thanks for sharing </p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 1062516,
      "author_name": "seshurajup",
      "author_url": "",
      "post_date": "10/27/2020 23:22:30",
      "content": "<p><a href=\"https://www.kaggle.com/nxrprime\" target=\"_blank\">@nxrprime</a> is <a href=\"https://www.kaggle.com/nxrprime/lyft-vision-transformer-training\" target=\"_blank\">https://www.kaggle.com/nxrprime/lyft-vision-transformer-training</a> is broken ? </p>",
      "votes": null,
      "replies": [
        {
          "id": 1062671,
          "author_name": "nxrprime",
          "author_url": "",
          "post_date": "10/28/2020 04:55:25",
          "content": "<p>I think both the links are broken as of now, not sure what's wrong.</p>",
          "votes": null,
          "replies": []
        }
      ]
    }
  ],
  "raw_markdown_by_id": {
    "1060375": "[https://www.kaggle.com/nxrprime/lyft-vision-transformer-training](Training)\n+ [https://www.kaggle.com/nxrprime/lyft-vision-transformer-inference](Inference)\n\nThese two notebooks use the implementation of a vision transformer in `timm` which came out rather recently, and it's a pretty interesting architecture moving forward.\n\nGranted, this might need a lot more training in order to achieve results, so if you want to achieve something competitive as of now you might need to train for more, more time.",
    "1060395": "Unfortunately, the remaining one month may not be enough to run a full data set. 😫",
    "1060403": "thanks for sharing",
    "1062516": "nxrprime is https://www.kaggle.com/nxrprime/lyft-vision-transformer-training is broken ?",
    "1062671": "I think both the links are broken as of now, not sure what's wrong.",
    "1063582": "Rent a supercomputer and figure it out. :)"
  },
  "source": "meta"
}