{
  "id": 183966,
  "title": "GPU not used for Training with 3d model",
  "url": "/competitions/osic-pulmonary-fibrosis-progression/discussion/183966",
  "author_name": "",
  "post_date": "2020-09-18T18:07:05.897365700Z",
  "votes": 6,
  "comment_count": 3,
  "views": 0,
  "content": "<p>I am training with 3d model using ct scan slices,even though im moving the model to GPU but it takes too long,zero GPU memory utlization i see  only RAM utlization. <br>\nWhat can be the issue.. </p>",
  "messages": [
    {
      "id": "1016177",
      "postDate": "09/18/2020 18:07:05",
      "content": "<p>I am training with 3d model using ct scan slices,even though im moving the model to GPU but it takes too long,zero GPU memory utlization i see  only RAM utlization. <br>\nWhat can be the issue.. </p>",
      "rawMarkdown": "I am training with 3d model using ct scan slices,even though im moving the model to GPU but it takes too long,zero GPU memory utlization i see  only RAM utlization. \nWhat can be the issue..",
      "votes": null
    },
    {
      "id": "1016206",
      "postDate": "09/18/2020 18:28:48",
      "content": "<p>Hi! Jaideep, There Could be many reasons. Are you using a Data Generator?<br>\nWhat are you Hyperparameters, Batch Size, # Epochs, What type of architecture?</p>\n<p>-- Can you provide more details</p>",
      "rawMarkdown": "Hi! Jaideep, There Could be many reasons. Are you using a Data Generator?\nWhat are you Hyperparameters, Batch Size, # Epochs, What type of architecture?\n\n-- Can you provide more details",
      "votes": null
    },
    {
      "id": "1016211",
      "postDate": "09/18/2020 18:32:36",
      "content": "<p>i m using 2d images,bs=128,20 epochs, Pytorch model.  dataloader..</p>",
      "rawMarkdown": "i m using 2d images,bs=128,20 epochs, Pytorch model.  dataloader..",
      "votes": null
    },
    {
      "id": "1016286",
      "postDate": "09/18/2020 19:40:19",
      "content": "<p>Hi! <a href=\"https://www.kaggle.com/jaideepvalani\" target=\"_blank\">@jaideepvalani</a>, I'm quite familiar with Tf, I don't think I can help. Hope someone else on the forum notice this. I seem many post mentioning that GPU is not used in the past.</p>",
      "rawMarkdown": "Hi! @jaideepvalani, I'm quite familiar with Tf, I don't think I can help. Hope someone else on the forum notice this. I seem many post mentioning that GPU is not used in the past.",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 1016206,
      "author_name": "cv13j0",
      "author_url": "",
      "post_date": "09/18/2020 18:28:48",
      "content": "<p>Hi! Jaideep, There Could be many reasons. Are you using a Data Generator?<br>\nWhat are you Hyperparameters, Batch Size, # Epochs, What type of architecture?</p>\n<p>-- Can you provide more details</p>",
      "votes": null,
      "replies": [
        {
          "id": 1016211,
          "author_name": "jaideepvalani",
          "author_url": "",
          "post_date": "09/18/2020 18:32:36",
          "content": "<p>i m using 2d images,bs=128,20 epochs, Pytorch model.  dataloader..</p>",
          "votes": null,
          "replies": []
        },
        {
          "id": 1016286,
          "author_name": "cv13j0",
          "author_url": "",
          "post_date": "09/18/2020 19:40:19",
          "content": "<p>Hi! <a href=\"https://www.kaggle.com/jaideepvalani\" target=\"_blank\">@jaideepvalani</a>, I'm quite familiar with Tf, I don't think I can help. Hope someone else on the forum notice this. I seem many post mentioning that GPU is not used in the past.</p>",
          "votes": null,
          "replies": []
        }
      ]
    }
  ],
  "raw_markdown_by_id": {
    "1016177": "I am training with 3d model using ct scan slices,even though im moving the model to GPU but it takes too long,zero GPU memory utlization i see  only RAM utlization. \nWhat can be the issue..",
    "1016206": "Hi! Jaideep, There Could be many reasons. Are you using a Data Generator?\nWhat are you Hyperparameters, Batch Size, # Epochs, What type of architecture?\n\n-- Can you provide more details",
    "1016211": "i m using 2d images,bs=128,20 epochs, Pytorch model.  dataloader..",
    "1016286": "Hi! @jaideepvalani, I'm quite familiar with Tf, I don't think I can help. Hope someone else on the forum notice this. I seem many post mentioning that GPU is not used in the past."
  },
  "source": "meta"
}