{
  "id": 203448,
  "title": "TfRecords file",
  "url": "/competitions/ranzcr-clip-catheter-line-classification/discussion/203448",
  "author_name": "",
  "post_date": "2020-12-15T10:35:07.156762300Z",
  "votes": 4,
  "comment_count": 3,
  "views": 0,
  "content": "<p>What is the purpose of tfrecords when we have train and test images. Can anyone elaborate please?</p>",
  "messages": [
    {
      "id": "1113264",
      "postDate": "12/15/2020 10:35:07",
      "content": "<p>What is the purpose of tfrecords when we have train and test images. Can anyone elaborate please?</p>",
      "rawMarkdown": "What is the purpose of tfrecords when we have train and test images. Can anyone elaborate please?",
      "votes": null
    },
    {
      "id": "1113292",
      "postDate": "12/15/2020 10:57:33",
      "content": "<p>TFRecords are faster to use than individual jpeg files. Usually used for training with a TPU.</p>",
      "rawMarkdown": "TFRecords are faster to use than individual jpeg files. Usually used for training with a TPU.",
      "votes": null
    },
    {
      "id": "1113305",
      "postDate": "12/15/2020 11:11:31",
      "content": "<p>right got it thanks man,so does it mean it has same number of images as jpeg images??</p>",
      "rawMarkdown": "right got it thanks man,so does it mean it has same number of images as jpeg images??",
      "votes": null
    },
    {
      "id": "1113332",
      "postDate": "12/15/2020 11:27:29",
      "content": "<p>Should. But I haven't checked. </p>",
      "rawMarkdown": "Should. But I haven't checked.",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 1113292,
      "author_name": "richardepstein",
      "author_url": "",
      "post_date": "12/15/2020 10:57:33",
      "content": "<p>TFRecords are faster to use than individual jpeg files. Usually used for training with a TPU.</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 1113305,
      "author_name": "roshaanzafar",
      "author_url": "",
      "post_date": "12/15/2020 11:11:31",
      "content": "<p>right got it thanks man,so does it mean it has same number of images as jpeg images??</p>",
      "votes": null,
      "replies": [
        {
          "id": 1113332,
          "author_name": "richardepstein",
          "author_url": "",
          "post_date": "12/15/2020 11:27:29",
          "content": "<p>Should. But I haven't checked. </p>",
          "votes": null,
          "replies": []
        }
      ]
    }
  ],
  "raw_markdown_by_id": {
    "1113264": "What is the purpose of tfrecords when we have train and test images. Can anyone elaborate please?",
    "1113292": "TFRecords are faster to use than individual jpeg files. Usually used for training with a TPU.",
    "1113305": "right got it thanks man,so does it mean it has same number of images as jpeg images??",
    "1113332": "Should. But I haven't checked."
  },
  "source": "meta"
}