{
  "id": 158856,
  "title": "Using model checkpoints in the final submission",
  "url": "/competitions/jigsaw-multilingual-toxic-comment-classification/discussion/158856",
  "author_name": "arseny-n",
  "post_date": "2020-06-15T16:03:32.403000",
  "votes": 1,
  "comment_count": 3,
  "views": 0,
  "content": "<p>Here [1] the organizers say that \"Pre-trained models can be declared, as well; however, models resulting from your own original work, that you have trained yourself offline do not need to be shared/declared\", does this mean that in the final submission we can include several model checkpoints and run inference on them? Will this be ok if we create such checkpoints on a Kaggle TPU?</p>\n\n<p>[1] <a href=\"https://www.kaggle.com/c/jigsaw-multilingual-toxic-comment-classification/discussion/138118\">https://www.kaggle.com/c/jigsaw-multilingual-toxic-comment-classification/discussion/138118</a></p>",
  "messages": [
    {
      "id": 887531,
      "postDate": "2020-06-15T18:07:45.367Z",
      "content": "<p>Yes, you can train offline or in kernels, and then do inference for submissions only. You can even only upload the csv file to a kernel and make a sub in this competition. </p>",
      "rawMarkdown": "Yes, you can train offline or in kernels, and then do inference for submissions only. You can even only upload the csv file to a kernel and make a sub in this competition. ",
      "votes": 3,
      "replies": [
        {
          "id": 887595,
          "postDate": "2020-06-15T18:55:40Z",
          "content": "<p>Thank you!</p>",
          "rawMarkdown": "Thank you!"
        }
      ]
    },
    {
      "id": 887335,
      "postDate": "2020-06-15T16:03:32.403Z",
      "content": "<p>Here [1] the organizers say that \"Pre-trained models can be declared, as well; however, models resulting from your own original work, that you have trained yourself offline do not need to be shared/declared\", does this mean that in the final submission we can include several model checkpoints and run inference on them? Will this be ok if we create such checkpoints on a Kaggle TPU?</p>\n\n<p>[1] <a href=\"https://www.kaggle.com/c/jigsaw-multilingual-toxic-comment-classification/discussion/138118\">https://www.kaggle.com/c/jigsaw-multilingual-toxic-comment-classification/discussion/138118</a></p>",
      "rawMarkdown": "Here [1] the organizers say that \"Pre-trained models can be declared, as well; however, models resulting from your own original work, that you have trained yourself offline do not need to be shared/declared\", does this mean that in the final submission we can include several model checkpoints and run inference on them? Will this be ok if we create such checkpoints on a Kaggle TPU?\n\n[1] https://www.kaggle.com/c/jigsaw-multilingual-toxic-comment-classification/discussion/138118",
      "votes": 1
    },
    {
      "id": 892017,
      "postDate": "2020-06-18T15:42:59.270Z",
      "rawMarkdown": "",
      "votes": -1,
      "isDeleted": true
    }
  ],
  "comments": [
    {
      "id": 887531,
      "author_name": "Psi",
      "author_url": "",
      "post_date": "2020-06-15T18:07:45.367000",
      "content": "<p>Yes, you can train offline or in kernels, and then do inference for submissions only. You can even only upload the csv file to a kernel and make a sub in this competition. </p>",
      "votes": 3,
      "replies": [
        {
          "id": 887595,
          "author_name": "arseny-n",
          "author_url": "",
          "post_date": "2020-06-15T18:55:40",
          "content": "<p>Thank you!</p>",
          "votes": 0,
          "replies": []
        }
      ]
    },
    {
      "id": 892017,
      "author_name": "",
      "author_url": "",
      "post_date": "2020-06-18T15:42:59.270000",
      "content": "",
      "votes": -1,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "887531": "Yes, you can train offline or in kernels, and then do inference for submissions only. You can even only upload the csv file to a kernel and make a sub in this competition. ",
    "887335": "Here [1] the organizers say that \"Pre-trained models can be declared, as well; however, models resulting from your own original work, that you have trained yourself offline do not need to be shared/declared\", does this mean that in the final submission we can include several model checkpoints and run inference on them? Will this be ok if we create such checkpoints on a Kaggle TPU?\n\n[1] https://www.kaggle.com/c/jigsaw-multilingual-toxic-comment-classification/discussion/138118",
    "892017": ""
  }
}