{
  "id": 435268,
  "title": "Why submission taking lots of time to infer?",
  "url": "/competitions/bengaliai-speech/discussion/435268",
  "author_name": "",
  "post_date": "2023-08-28T15:40:10.427328500Z",
  "votes": null,
  "comment_count": 3,
  "views": 0,
  "content": "<p>When I infer with kaggle gpu it's not taking lots of time. But when I submit and when it scoring it takes lot's of time!!<br>\nIn the scoring / or after submitting, does it use GPU? or does it use CPU to infer?<br>\nThanks in advance :)</p>",
  "messages": [
    {
      "id": "2412938",
      "postDate": "08/28/2023 15:40:10",
      "content": "<p>When I infer with kaggle gpu it's not taking lots of time. But when I submit and when it scoring it takes lot's of time!!<br>\nIn the scoring / or after submitting, does it use GPU? or does it use CPU to infer?<br>\nThanks in advance :)</p>",
      "rawMarkdown": "When I infer with kaggle gpu it's not taking lots of time. But when I submit and when it scoring it takes lot's of time!!\nIn the scoring / or after submitting, does it use GPU? or does it use CPU to infer?\nThanks in advance :)",
      "votes": null
    },
    {
      "id": "2413308",
      "postDate": "08/28/2023 19:26:02",
      "content": "<p>It does use GPU, but it predicts on the full test data, both public and private leaderboards. This is the cause for the extended duration of teh processing.</p>",
      "rawMarkdown": "It does use GPU, but it predicts on the full test data, both public and private leaderboards. This is the cause for the extended duration of teh processing.",
      "votes": null
    },
    {
      "id": "2414511",
      "postDate": "08/29/2023 17:33:58",
      "content": "<p>If you save the notebook with gpu, then it will use gpu in the scoring stage.</p>",
      "rawMarkdown": "If you save the notebook with gpu, then it will use gpu in the scoring stage.",
      "votes": null
    },
    {
      "id": "2414714",
      "postDate": "08/29/2023 22:23:09",
      "content": "<p>This was asked few times in the past:<br>\nI asked the same question somewhere else will post answer if I find it <a href=\"https://www.kaggle.com/competitions/bengaliai-speech/discussion/431757:\" target=\"_blank\">https://www.kaggle.com/competitions/bengaliai-speech/discussion/431757:</a></p>\n<p>Yes. There are several things that needs to be okay.</p>\n<p>Your notebook should be able to predi ct on the test set(8000 samples) within 9 hours<br>\nInternet access disabled for the notebook<br>\nThere should be a prediction for every audio file.<br>\nYou can have a look at the already submitted notebooks by others at the code section to get an idea.</p>",
      "rawMarkdown": "This was asked few times in the past:\nI asked the same question somewhere else will post answer if I find it https://www.kaggle.com/competitions/bengaliai-speech/discussion/431757:\n\nYes. There are several things that needs to be okay.\n\nYour notebook should be able to predi ct on the test set(8000 samples) within 9 hours\nInternet access disabled for the notebook\nThere should be a prediction for every audio file.\nYou can have a look at the already submitted notebooks by others at the code section to get an idea.",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 2413308,
      "author_name": "annafabris",
      "author_url": "",
      "post_date": "08/28/2023 19:26:02",
      "content": "<p>It does use GPU, but it predicts on the full test data, both public and private leaderboards. This is the cause for the extended duration of teh processing.</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 2414511,
      "author_name": "berserker408",
      "author_url": "",
      "post_date": "08/29/2023 17:33:58",
      "content": "<p>If you save the notebook with gpu, then it will use gpu in the scoring stage.</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 2414714,
      "author_name": "robot2020",
      "author_url": "",
      "post_date": "08/29/2023 22:23:09",
      "content": "<p>This was asked few times in the past:<br>\nI asked the same question somewhere else will post answer if I find it <a href=\"https://www.kaggle.com/competitions/bengaliai-speech/discussion/431757:\" target=\"_blank\">https://www.kaggle.com/competitions/bengaliai-speech/discussion/431757:</a></p>\n<p>Yes. There are several things that needs to be okay.</p>\n<p>Your notebook should be able to predi ct on the test set(8000 samples) within 9 hours<br>\nInternet access disabled for the notebook<br>\nThere should be a prediction for every audio file.<br>\nYou can have a look at the already submitted notebooks by others at the code section to get an idea.</p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "2412938": "When I infer with kaggle gpu it's not taking lots of time. But when I submit and when it scoring it takes lot's of time!!\nIn the scoring / or after submitting, does it use GPU? or does it use CPU to infer?\nThanks in advance :)",
    "2413308": "It does use GPU, but it predicts on the full test data, both public and private leaderboards. This is the cause for the extended duration of teh processing.",
    "2414511": "If you save the notebook with gpu, then it will use gpu in the scoring stage.",
    "2414714": "This was asked few times in the past:\nI asked the same question somewhere else will post answer if I find it https://www.kaggle.com/competitions/bengaliai-speech/discussion/431757:\n\nYes. There are several things that needs to be okay.\n\nYour notebook should be able to predi ct on the test set(8000 samples) within 9 hours\nInternet access disabled for the notebook\nThere should be a prediction for every audio file.\nYou can have a look at the already submitted notebooks by others at the code section to get an idea."
  },
  "source": "meta"
}