{
  "id": 469038,
  "title": "Noob GPU question",
  "url": "/competitions/hms-harmful-brain-activity-classification/discussion/469038",
  "author_name": "",
  "post_date": "2024-01-18T19:56:35.575198500Z",
  "votes": 4,
  "comment_count": 6,
  "views": 0,
  "content": "<p>Hello, my friends,</p>\n<p>This is the first competition where I'm extensively using the GPU, so I'm trying to minimize GPU usage as much as possible.</p>\n<p>When I click the submit button and the notebook begins scoring, is it safe to turn off the GPU?</p>\n<p><img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F13062964%2Fdd4a58480f677b05071a3351cde6b3bc%2Fscoring.png?generation=1705607744249198&amp;alt=media\"></p>\n<p>I could test this myself, but I'm extremely afraid of canceling the scoring process and losing the training time already invested.</p>",
  "messages": [
    {
      "id": "2608480",
      "postDate": "01/18/2024 19:56:35",
      "content": "<p>Hello, my friends,</p>\n<p>This is the first competition where I'm extensively using the GPU, so I'm trying to minimize GPU usage as much as possible.</p>\n<p>When I click the submit button and the notebook begins scoring, is it safe to turn off the GPU?</p>\n<p><img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F13062964%2Fdd4a58480f677b05071a3351cde6b3bc%2Fscoring.png?generation=1705607744249198&amp;alt=media\"></p>\n<p>I could test this myself, but I'm extremely afraid of canceling the scoring process and losing the training time already invested.</p>",
      "rawMarkdown": "Hello, my friends,\n\nThis is the first competition where I'm extensively using the GPU, so I'm trying to minimize GPU usage as much as possible.\n\nWhen I click the submit button and the notebook begins scoring, is it safe to turn off the GPU?\n\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F13062964%2Fdd4a58480f677b05071a3351cde6b3bc%2Fscoring.png?generation=1705607744249198&alt=media)\n\nI could test this myself, but I'm extremely afraid of canceling the scoring process and losing the training time already invested.",
      "votes": null
    },
    {
      "id": "2608491",
      "postDate": "01/18/2024 20:10:23",
      "content": "<p>The GPU quota is not consumed in scoring phase. When saving , the notebook will run with the dummy test data (at this stage the GPU quota is consumed) and then in scoring phase the notebook will run again with the real data.</p>\n<p>Acho que poderia responder essa em português 😀</p>",
      "rawMarkdown": "The GPU quota is not consumed in scoring phase. When saving , the notebook will run with the dummy test data (at this stage the GPU quota is consumed) and then in scoring phase the notebook will run again with the real data.\n\nAcho que poderia responder essa em português 😀",
      "votes": null
    },
    {
      "id": "2608493",
      "postDate": "01/18/2024 20:12:05",
      "content": "<p>You don't have to keep the interactive session online throughout this process.</p>",
      "rawMarkdown": "You don't have to keep the interactive session online throughout this process.",
      "votes": null
    },
    {
      "id": "2608501",
      "postDate": "01/18/2024 20:35:54",
      "content": "<p>You can stop your notebook when see 'Scoring…' in 'View Active Events' tab (bottom left) after submission. Scoring will continue, quota will be saved. </p>",
      "rawMarkdown": "You can stop your notebook when see 'Scoring...' in 'View Active Events' tab (bottom left) after submission. Scoring will continue, quota will be saved.",
      "votes": null
    },
    {
      "id": "2608506",
      "postDate": "01/18/2024 20:47:32",
      "content": "<p>valeu demais!</p>",
      "rawMarkdown": "valeu demais!",
      "votes": null
    },
    {
      "id": "2608507",
      "postDate": "01/18/2024 20:47:43",
      "content": "<p>Great! Thanks!</p>",
      "rawMarkdown": "Great! Thanks!",
      "votes": null
    },
    {
      "id": "2609028",
      "postDate": "01/19/2024 08:06:03",
      "content": "<p><a href=\"https://www.kaggle.com/yantxx\" target=\"_blank\">@yantxx</a> your GPU quota is consumed only when your kernel is committed as part of the code submission. When the code runs on the actual test set, it is executed on a private server and your quota remains intact (with a deduction applied on the commit time). </p>",
      "rawMarkdown": "yantxx your GPU quota is consumed only when your kernel is committed as part of the code submission. When the code runs on the actual test set, it is executed on a private server and your quota remains intact (with a deduction applied on the commit time).",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 2608491,
      "author_name": "serjhenrique",
      "author_url": "",
      "post_date": "01/18/2024 20:10:23",
      "content": "<p>The GPU quota is not consumed in scoring phase. When saving , the notebook will run with the dummy test data (at this stage the GPU quota is consumed) and then in scoring phase the notebook will run again with the real data.</p>\n<p>Acho que poderia responder essa em português 😀</p>",
      "votes": null,
      "replies": [
        {
          "id": 2608493,
          "author_name": "serjhenrique",
          "author_url": "",
          "post_date": "01/18/2024 20:12:05",
          "content": "<p>You don't have to keep the interactive session online throughout this process.</p>",
          "votes": null,
          "replies": [
            {
              "id": 2608506,
              "author_name": "yantxx",
              "author_url": "",
              "post_date": "01/18/2024 20:47:32",
              "content": "<p>valeu demais!</p>",
              "votes": null,
              "replies": []
            }
          ]
        }
      ]
    },
    {
      "id": 2608501,
      "author_name": "samvelkoch",
      "author_url": "",
      "post_date": "01/18/2024 20:35:54",
      "content": "<p>You can stop your notebook when see 'Scoring…' in 'View Active Events' tab (bottom left) after submission. Scoring will continue, quota will be saved. </p>",
      "votes": null,
      "replies": [
        {
          "id": 2608507,
          "author_name": "yantxx",
          "author_url": "",
          "post_date": "01/18/2024 20:47:43",
          "content": "<p>Great! Thanks!</p>",
          "votes": null,
          "replies": []
        }
      ]
    },
    {
      "id": 2609028,
      "author_name": "ravi20076",
      "author_url": "",
      "post_date": "01/19/2024 08:06:03",
      "content": "<p><a href=\"https://www.kaggle.com/yantxx\" target=\"_blank\">@yantxx</a> your GPU quota is consumed only when your kernel is committed as part of the code submission. When the code runs on the actual test set, it is executed on a private server and your quota remains intact (with a deduction applied on the commit time). </p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "2608480": "Hello, my friends,\n\nThis is the first competition where I'm extensively using the GPU, so I'm trying to minimize GPU usage as much as possible.\n\nWhen I click the submit button and the notebook begins scoring, is it safe to turn off the GPU?\n\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F13062964%2Fdd4a58480f677b05071a3351cde6b3bc%2Fscoring.png?generation=1705607744249198&alt=media)\n\nI could test this myself, but I'm extremely afraid of canceling the scoring process and losing the training time already invested.",
    "2608491": "The GPU quota is not consumed in scoring phase. When saving , the notebook will run with the dummy test data (at this stage the GPU quota is consumed) and then in scoring phase the notebook will run again with the real data.\n\nAcho que poderia responder essa em português 😀",
    "2608493": "You don't have to keep the interactive session online throughout this process.",
    "2608501": "You can stop your notebook when see 'Scoring...' in 'View Active Events' tab (bottom left) after submission. Scoring will continue, quota will be saved.",
    "2608506": "valeu demais!",
    "2608507": "Great! Thanks!",
    "2609028": "yantxx your GPU quota is consumed only when your kernel is committed as part of the code submission. When the code runs on the actual test set, it is executed on a private server and your quota remains intact (with a deduction applied on the commit time)."
  },
  "source": "meta"
}