{
  "id": 583162,
  "title": "Getting timeout in submission",
  "url": "/competitions/cmi-detect-behavior-with-sensor-data/discussion/583162",
  "author_name": "",
  "post_date": "2025-06-05T06:00:27.259864400Z",
  "votes": 4,
  "comment_count": 2,
  "views": 0,
  "content": "<p>Hey</p>\n<p>I am facing timeout error repeatedly on submission. When I run the mentioned inference API it works fine, for test data it takes 15 secs only but on submission it takes forever and after 4-5 hours I get timeout.</p>\n<p>Please guide.Thanks.</p>",
  "messages": [
    {
      "id": "3217544",
      "postDate": "06/05/2025 06:00:27",
      "content": "<p>Hey</p>\n<p>I am facing timeout error repeatedly on submission. When I run the mentioned inference API it works fine, for test data it takes 15 secs only but on submission it takes forever and after 4-5 hours I get timeout.</p>\n<p>Please guide.Thanks.</p>",
      "rawMarkdown": "Hey\n\nI am facing timeout error repeatedly on submission. When I run the mentioned inference API it works fine, for test data it takes 15 secs only but on submission it takes forever and after 4-5 hours I get timeout.\n\nPlease guide.Thanks.",
      "votes": null
    },
    {
      "id": "3217734",
      "postDate": "06/05/2025 11:09:34",
      "content": "<p>You ca train and infer in separate notebooks - this is perhaps likely to be one reason for the time-out. Also, start with a simple and small model and gradually develop your pipeline.</p>\n<p>You <strong>should test your submission time using the train data before submitting it to the leaderboard</strong> <a href=\"https://www.kaggle.com/rsachin\" target=\"_blank\">@rsachin</a> </p>",
      "rawMarkdown": "You ca train and infer in separate notebooks - this is perhaps likely to be one reason for the time-out. Also, start with a simple and small model and gradually develop your pipeline.\n\nYou **should test your submission time using the train data before submitting it to the leaderboard** @rsachin",
      "votes": null
    },
    {
      "id": "3217795",
      "postDate": "06/05/2025 12:07:10",
      "content": "<p><a href=\"https://www.kaggle.com/ravi20076\" target=\"_blank\">@ravi20076</a> thanks for your reply, actually submitting only inference, no training, still getting timeout error.<br>\nOn test data it takes around 10 seconds but while submitting getting timeout. </p>",
      "rawMarkdown": "ravi20076 thanks for your reply, actually submitting only inference, no training, still getting timeout error.\nOn test data it takes around 10 seconds but while submitting getting timeout.",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 3217734,
      "author_name": "ravi20076",
      "author_url": "",
      "post_date": "06/05/2025 11:09:34",
      "content": "<p>You ca train and infer in separate notebooks - this is perhaps likely to be one reason for the time-out. Also, start with a simple and small model and gradually develop your pipeline.</p>\n<p>You <strong>should test your submission time using the train data before submitting it to the leaderboard</strong> <a href=\"https://www.kaggle.com/rsachin\" target=\"_blank\">@rsachin</a> </p>",
      "votes": null,
      "replies": [
        {
          "id": 3217795,
          "author_name": "rsachin",
          "author_url": "",
          "post_date": "06/05/2025 12:07:10",
          "content": "<p><a href=\"https://www.kaggle.com/ravi20076\" target=\"_blank\">@ravi20076</a> thanks for your reply, actually submitting only inference, no training, still getting timeout error.<br>\nOn test data it takes around 10 seconds but while submitting getting timeout. </p>",
          "votes": null,
          "replies": []
        }
      ]
    }
  ],
  "raw_markdown_by_id": {
    "3217544": "Hey\n\nI am facing timeout error repeatedly on submission. When I run the mentioned inference API it works fine, for test data it takes 15 secs only but on submission it takes forever and after 4-5 hours I get timeout.\n\nPlease guide.Thanks.",
    "3217734": "You ca train and infer in separate notebooks - this is perhaps likely to be one reason for the time-out. Also, start with a simple and small model and gradually develop your pipeline.\n\nYou **should test your submission time using the train data before submitting it to the leaderboard** @rsachin",
    "3217795": "ravi20076 thanks for your reply, actually submitting only inference, no training, still getting timeout error.\nOn test data it takes around 10 seconds but while submitting getting timeout."
  },
  "source": "meta"
}