{
  "id": 294796,
  "title": "Neural Nets without GPU",
  "url": "/competitions/cs5785-fall-2021-final/discussion/294796",
  "author_name": "Aarushi Banerjee",
  "post_date": "2021-12-12T21:45:11.223000",
  "votes": 0,
  "comment_count": 2,
  "views": 0,
  "content": "<p>Has anyone had success in running their programs without using a GPU for neural nets? My kernel crashed twice since my computational power is rather low. </p>",
  "messages": [
    {
      "id": 1615934,
      "postDate": "2021-12-13T00:09:16.830Z",
      "content": "<p>You could try using the GPUs in collab and see is that helps. I know those can be quite useful.</p>\n<p>Also, you might want to consider the batch size you're using if your only option is CPU training. A smaller batch might help you get through without crashing. </p>",
      "rawMarkdown": "You could try using the GPUs in collab and see is that helps. I know those can be quite useful.\n\nAlso, you might want to consider the batch size you're using if your only option is CPU training. A smaller batch might help you get through without crashing. ",
      "votes": 1
    },
    {
      "id": 1615891,
      "postDate": "2021-12-12T21:45:11.223Z",
      "content": "<p>Has anyone had success in running their programs without using a GPU for neural nets? My kernel crashed twice since my computational power is rather low. </p>",
      "rawMarkdown": "Has anyone had success in running their programs without using a GPU for neural nets? My kernel crashed twice since my computational power is rather low. "
    },
    {
      "id": 1615950,
      "postDate": "2021-12-13T01:11:41.867Z",
      "rawMarkdown": "",
      "votes": 1,
      "isDeleted": true
    }
  ],
  "comments": [
    {
      "id": 1615934,
      "author_name": "Elliot",
      "author_url": "",
      "post_date": "2021-12-13T00:09:16.830000",
      "content": "<p>You could try using the GPUs in collab and see is that helps. I know those can be quite useful.</p>\n<p>Also, you might want to consider the batch size you're using if your only option is CPU training. A smaller batch might help you get through without crashing. </p>",
      "votes": 1,
      "replies": []
    },
    {
      "id": 1615950,
      "author_name": "",
      "author_url": "",
      "post_date": "2021-12-13T01:11:41.867000",
      "content": "",
      "votes": 1,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "1615934": "You could try using the GPUs in collab and see is that helps. I know those can be quite useful.\n\nAlso, you might want to consider the batch size you're using if your only option is CPU training. A smaller batch might help you get through without crashing. ",
    "1615891": "Has anyone had success in running their programs without using a GPU for neural nets? My kernel crashed twice since my computational power is rather low. ",
    "1615950": ""
  }
}