{
  "id": 143613,
  "title": "Super Clean PyTorch TPU Training Kernel",
  "url": "/competitions/jigsaw-multilingual-toxic-comment-classification/discussion/143613",
  "author_name": "",
  "post_date": "2020-04-15T15:46:32.279739300Z",
  "votes": 23,
  "comment_count": 2,
  "views": 0,
  "content": "<p>I wrote a super clean and readable pytorch kernel for training BERT using TPUs. Check it out here: <a href=\"https://www.kaggle.com/abhishek/i-like-clean-tpu-training-kernels-i-can-not-lie\">https://www.kaggle.com/abhishek/i-like-clean-tpu-training-kernels-i-can-not-lie</a></p>\n\n<p>I hope its useful . In case of any questions, please ask :)</p>",
  "messages": [
    {
      "id": "808765",
      "postDate": "04/15/2020 15:46:32",
      "content": "<p>I wrote a super clean and readable pytorch kernel for training BERT using TPUs. Check it out here: <a href=\"https://www.kaggle.com/abhishek/i-like-clean-tpu-training-kernels-i-can-not-lie\">https://www.kaggle.com/abhishek/i-like-clean-tpu-training-kernels-i-can-not-lie</a></p>\n\n<p>I hope its useful . In case of any questions, please ask :)</p>",
      "rawMarkdown": "I wrote a super clean and readable pytorch kernel for training BERT using TPUs. Check it out here: https://www.kaggle.com/abhishek/i-like-clean-tpu-training-kernels-i-can-not-lie\n\nI hope its useful . In case of any questions, please ask :)",
      "votes": null
    },
    {
      "id": "808777",
      "postDate": "04/15/2020 15:54:09",
      "content": "<p>Nice work; you can increase speed by using BF_16 :)</p>",
      "rawMarkdown": "Nice work; you can increase speed by using BF_16 :)",
      "votes": null
    },
    {
      "id": "809239",
      "postDate": "04/16/2020 01:18:26",
      "content": "<p>You, sir, have saved me much time.   You are a lion among men, and I can only hope one day to be worthy of standing in your garbage.</p>",
      "rawMarkdown": "You, sir, have saved me much time.   You are a lion among men, and I can only hope one day to be worthy of standing in your garbage.",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 808777,
      "author_name": "adityaecdrid",
      "author_url": "",
      "post_date": "04/15/2020 15:54:09",
      "content": "<p>Nice work; you can increase speed by using BF_16 :)</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 809239,
      "author_name": "iridiumblue",
      "author_url": "",
      "post_date": "04/16/2020 01:18:26",
      "content": "<p>You, sir, have saved me much time.   You are a lion among men, and I can only hope one day to be worthy of standing in your garbage.</p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "808765": "I wrote a super clean and readable pytorch kernel for training BERT using TPUs. Check it out here: https://www.kaggle.com/abhishek/i-like-clean-tpu-training-kernels-i-can-not-lie\n\nI hope its useful . In case of any questions, please ask :)",
    "808777": "Nice work; you can increase speed by using BF_16 :)",
    "809239": "You, sir, have saved me much time.   You are a lion among men, and I can only hope one day to be worthy of standing in your garbage."
  },
  "source": "meta"
}