{
  "id": 232413,
  "title": "Dynamic Minibatch Trimming to speed up training and inference.",
  "url": "/competitions/bms-molecular-translation/discussion/232413",
  "author_name": "Serigne ",
  "post_date": "2021-04-13T16:57:08.268000",
  "votes": 8,
  "comment_count": 0,
  "views": 0,
  "content": "<p>During the 2nd annual Jigsaw competition, <a href=\"https://www.kaggle.com/hooong\" target=\"_blank\">@hooong</a> published scripts to speed up  Bert training and inference  by clever data sampling based on the length of the sequences. </p>\n<p>May be you can adapt them here </p>\n<p><a href=\"https://www.kaggle.com/c/jigsaw-unintended-bias-in-toxicity-classification/discussion/94779\" target=\"_blank\">Script for training</a></p>\n<p><a href=\"https://www.kaggle.com/c/jigsaw-unintended-bias-in-toxicity-classification/discussion/94955\" target=\"_blank\">inference</a></p>",
  "messages": [
    {
      "id": 1272655,
      "postDate": "2021-04-13T16:57:08.270Z",
      "content": "<p>During the 2nd annual Jigsaw competition, <a href=\"https://www.kaggle.com/hooong\" target=\"_blank\">@hooong</a> published scripts to speed up  Bert training and inference  by clever data sampling based on the length of the sequences. </p>\n<p>May be you can adapt them here </p>\n<p><a href=\"https://www.kaggle.com/c/jigsaw-unintended-bias-in-toxicity-classification/discussion/94779\" target=\"_blank\">Script for training</a></p>\n<p><a href=\"https://www.kaggle.com/c/jigsaw-unintended-bias-in-toxicity-classification/discussion/94955\" target=\"_blank\">inference</a></p>",
      "rawMarkdown": "During the 2nd annual Jigsaw competition, @hooong published scripts to speed up  Bert training and inference  by clever data sampling based on the length of the sequences. \n\nMay be you can adapt them here \n\n[Script for training](https://www.kaggle.com/c/jigsaw-unintended-bias-in-toxicity-classification/discussion/94779)\n\n[inference](https://www.kaggle.com/c/jigsaw-unintended-bias-in-toxicity-classification/discussion/94955)",
      "votes": 8
    }
  ],
  "comments": [],
  "raw_markdown_by_id": {
    "1272655": "During the 2nd annual Jigsaw competition, @hooong published scripts to speed up  Bert training and inference  by clever data sampling based on the length of the sequences. \n\nMay be you can adapt them here \n\n[Script for training](https://www.kaggle.com/c/jigsaw-unintended-bias-in-toxicity-classification/discussion/94779)\n\n[inference](https://www.kaggle.com/c/jigsaw-unintended-bias-in-toxicity-classification/discussion/94955)"
  }
}