{
  "id": 158848,
  "title": "TPU MXU unit",
  "url": "/competitions/siim-isic-melanoma-classification/discussion/158848",
  "author_name": "",
  "post_date": "2020-06-15T15:44:08.837831100Z",
  "votes": null,
  "comment_count": 1,
  "views": 0,
  "content": "<p>Does anyone have some tips to increase the MXU percentage and decrease idle time in tpu??</p>",
  "messages": [
    {
      "id": "887301",
      "postDate": "06/15/2020 15:44:08",
      "content": "<p>Does anyone have some tips to increase the MXU percentage and decrease idle time in tpu??</p>",
      "rawMarkdown": "Does anyone have some tips to increase the MXU percentage and decrease idle time in tpu??",
      "votes": null
    },
    {
      "id": "887601",
      "postDate": "06/15/2020 19:01:04",
      "content": "<p>You can gain some performance by using a custom train loop optimized for TPU. Look at <a href=\"https://www.kaggle.com/mgornergoogle/custom-training-loop-with-100-flowers-on-tpu\">Custom Training Loop with 100+ flowers on TPU</a></p>",
      "rawMarkdown": "You can gain some performance by using a custom train loop optimized for TPU. Look at [Custom Training Loop with 100+ flowers on TPU](https://www.kaggle.com/mgornergoogle/custom-training-loop-with-100-flowers-on-tpu)",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 887601,
      "author_name": "agentauers",
      "author_url": "",
      "post_date": "06/15/2020 19:01:04",
      "content": "<p>You can gain some performance by using a custom train loop optimized for TPU. Look at <a href=\"https://www.kaggle.com/mgornergoogle/custom-training-loop-with-100-flowers-on-tpu\">Custom Training Loop with 100+ flowers on TPU</a></p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "887301": "Does anyone have some tips to increase the MXU percentage and decrease idle time in tpu??",
    "887601": "You can gain some performance by using a custom train loop optimized for TPU. Look at [Custom Training Loop with 100+ flowers on TPU](https://www.kaggle.com/mgornergoogle/custom-training-loop-with-100-flowers-on-tpu)"
  },
  "source": "meta"
}