{
  "id": 191466,
  "title": "Did anyone use Google Colab Pro for training ? Or any place where I can have 2 GPU for training. ",
  "url": "/competitions/rsna-str-pulmonary-embolism-detection/discussion/191466",
  "author_name": "JamshaidSohail",
  "post_date": "2020-10-16T16:53:45.615000",
  "votes": 1,
  "comment_count": 2,
  "views": 0,
  "content": "<p>Hi everyone. I wanted to know if anyone used Google Colab pro for training ? If yes. How they manage to place such big dataset and where ? Also is there an online place to get 2 GPU o demand for training ? I wanted to speed up the process. Kaggle just gives 9 hour and that too on single GPU :/</p>",
  "messages": [
    {
      "id": 1052055,
      "postDate": "2020-10-17T08:54:52.150Z",
      "content": "<p>I think training with a single GPU is difficult given the large dataset. You can try Colab TPUs. They are very fast.</p>",
      "rawMarkdown": "I think training with a single GPU is difficult given the large dataset. You can try Colab TPUs. They are very fast.",
      "votes": 1,
      "replies": [
        {
          "id": 1052098,
          "postDate": "2020-10-17T10:02:03.907Z",
          "content": "<p>Hi Jose. Thank you for the prompt response. </p>",
          "rawMarkdown": "Hi Jose. Thank you for the prompt response. ",
          "votes": 1
        }
      ]
    },
    {
      "id": 1051570,
      "postDate": "2020-10-16T16:53:45.617Z",
      "content": "<p>Hi everyone. I wanted to know if anyone used Google Colab pro for training ? If yes. How they manage to place such big dataset and where ? Also is there an online place to get 2 GPU o demand for training ? I wanted to speed up the process. Kaggle just gives 9 hour and that too on single GPU :/</p>",
      "rawMarkdown": "Hi everyone. I wanted to know if anyone used Google Colab pro for training ? If yes. How they manage to place such big dataset and where ? Also is there an online place to get 2 GPU o demand for training ? I wanted to speed up the process. Kaggle just gives 9 hour and that too on single GPU :/",
      "votes": 1
    }
  ],
  "comments": [
    {
      "id": 1052055,
      "author_name": "Jose",
      "author_url": "",
      "post_date": "2020-10-17T08:54:52.150000",
      "content": "<p>I think training with a single GPU is difficult given the large dataset. You can try Colab TPUs. They are very fast.</p>",
      "votes": 1,
      "replies": [
        {
          "id": 1052098,
          "author_name": "JamshaidSohail",
          "author_url": "",
          "post_date": "2020-10-17T10:02:03.907000",
          "content": "<p>Hi Jose. Thank you for the prompt response. </p>",
          "votes": 1,
          "replies": []
        }
      ]
    }
  ],
  "raw_markdown_by_id": {
    "1052055": "I think training with a single GPU is difficult given the large dataset. You can try Colab TPUs. They are very fast.",
    "1051570": "Hi everyone. I wanted to know if anyone used Google Colab pro for training ? If yes. How they manage to place such big dataset and where ? Also is there an online place to get 2 GPU o demand for training ? I wanted to speed up the process. Kaggle just gives 9 hour and that too on single GPU :/"
  }
}