{
  "id": 112995,
  "title": "How to decide the Epoch and batches for DEEP LEARNING",
  "url": "/competitions/understanding_cloud_organization/discussion/112995",
  "author_name": "",
  "post_date": "2019-10-16T12:45:05.271208500Z",
  "votes": 1,
  "comment_count": 1,
  "views": 0,
  "content": "<p>I am using Faster-RCNN, but I really do not know how to dicide the EPOCH and BATCH not only for FRCNN but also for other Neural Network like CNN or RNN.</p>",
  "messages": [
    {
      "id": "650490",
      "postDate": "10/16/2019 12:45:05",
      "content": "<p>I am using Faster-RCNN, but I really do not know how to dicide the EPOCH and BATCH not only for FRCNN but also for other Neural Network like CNN or RNN.</p>",
      "rawMarkdown": "I am using Faster-RCNN, but I really do not know how to dicide the EPOCH and BATCH not only for FRCNN but also for other Neural Network like CNN or RNN.",
      "votes": null
    },
    {
      "id": "653104",
      "postDate": "10/19/2019 23:51:35",
      "content": "<p>Batch size should usually be as large as can fit into your GPU and epochs should be until you are happy with convergence. What I do for epochs is train for a longer time but use early stopping callbacks if im satisfied</p>",
      "rawMarkdown": "Batch size should usually be as large as can fit into your GPU and epochs should be until you are happy with convergence. What I do for epochs is train for a longer time but use early stopping callbacks if im satisfied",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 653104,
      "author_name": "sidhanthholalkere",
      "author_url": "",
      "post_date": "10/19/2019 23:51:35",
      "content": "<p>Batch size should usually be as large as can fit into your GPU and epochs should be until you are happy with convergence. What I do for epochs is train for a longer time but use early stopping callbacks if im satisfied</p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "650490": "I am using Faster-RCNN, but I really do not know how to dicide the EPOCH and BATCH not only for FRCNN but also for other Neural Network like CNN or RNN.",
    "653104": "Batch size should usually be as large as can fit into your GPU and epochs should be until you are happy with convergence. What I do for epochs is train for a longer time but use early stopping callbacks if im satisfied"
  },
  "source": "meta"
}