{
  "id": 584547,
  "title": "Notebook Inference Server Never Started",
  "url": "/competitions/cmi-detect-behavior-with-sensor-data/discussion/584547",
  "author_name": "",
  "post_date": "2025-06-14T07:19:38.068332300Z",
  "votes": 1,
  "comment_count": 8,
  "views": 0,
  "content": "<p>what happened to the server ? Did anyone meet with this error?</p>",
  "messages": [
    {
      "id": "3223977",
      "postDate": "06/14/2025 07:19:38",
      "content": "<p>what happened to the server ? Did anyone meet with this error?</p>",
      "rawMarkdown": "what happened to the server ? Did anyone meet with this error?",
      "votes": null
    },
    {
      "id": "3224045",
      "postDate": "06/14/2025 09:42:31",
      "content": "<p>hello, I have occured this issue before; make sure the notebook runs without errors. <br>\nhope this helps.</p>",
      "rawMarkdown": "hello, I have occured this issue before; make sure the notebook runs without errors. \nhope this helps.",
      "votes": null
    },
    {
      "id": "3224047",
      "postDate": "06/14/2025 09:53:50",
      "content": "<p>however, the same notebook runs with success and failure</p>",
      "rawMarkdown": "however, the same notebook runs with success and failure",
      "votes": null
    },
    {
      "id": "3224280",
      "postDate": "06/14/2025 16:09:37",
      "content": "<p>there seems to be a time limit in place within which the inference script needs to be called. you'll have to train the model locally and then import the model for inference. </p>",
      "rawMarkdown": "there seems to be a time limit in place within which the inference script needs to be called. you'll have to train the model locally and then import the model for inference.",
      "votes": null
    },
    {
      "id": "3224519",
      "postDate": "06/15/2025 02:10:45",
      "content": "<p>thanks, you're  right. </p>",
      "rawMarkdown": "thanks, you're  right.",
      "votes": null
    },
    {
      "id": "3224527",
      "postDate": "06/15/2025 03:00:52",
      "content": "<p>there inference code should be start within 15 minutes of the notebook.<br>\nif you have training process before the inference which exceed 15 minutes, you should create a new inference notebook  </p>",
      "rawMarkdown": "there inference code should be start within 15 minutes of the notebook.\nif you have training process before the inference which exceed 15 minutes, you should create a new inference notebook",
      "votes": null
    },
    {
      "id": "3225208",
      "postDate": "06/16/2025 05:30:09",
      "content": "<p>I remember I saw somewhere the time limit was 30 min, is it changed?</p>",
      "rawMarkdown": "I remember I saw somewhere the time limit was 30 min, is it changed?",
      "votes": null
    },
    {
      "id": "3225425",
      "postDate": "06/16/2025 11:39:12",
      "content": "<p>This phenomenon also occurred in a competition held two years prior to CMI.<br>\n<a href=\"https://www.kaggle.com/competitions/child-mind-institute-detect-sleep-states/discussion/459617\" target=\"_blank\">https://www.kaggle.com/competitions/child-mind-institute-detect-sleep-states/discussion/459617</a></p>\n<p>I looked at the source for this year's \"CMI 2025\".<br>\nAlthough it is not stated in the \"Code Requirements\", the \"Kaggle Competition Metrics\" for this competition state the following requirements: <br>\n<strong>\"Metric Notebooks have a runtime limit of 30 minutes for competition scoring\"</strong><br>\n<a href=\"https://www.kaggle.com/code/metric/cmi-2025\" target=\"_blank\">https://www.kaggle.com/code/metric/cmi-2025</a></p>\n<p>P.S. I haven’t encountered this problem yet because I’m only submitting lightweight models, but if you’re running training and inference in a consistent pipeline, you may be able to solve the problem by submitting the inference code that loads the model.</p>",
      "rawMarkdown": "This phenomenon also occurred in a competition held two years prior to CMI.\nhttps://www.kaggle.com/competitions/child-mind-institute-detect-sleep-states/discussion/459617\n\nI looked at the source for this year's \"CMI 2025\".\nAlthough it is not stated in the \"Code Requirements\", the \"Kaggle Competition Metrics\" for this competition state the following requirements: \n**\"Metric Notebooks have a runtime limit of 30 minutes for competition scoring\"**\nhttps://www.kaggle.com/code/metric/cmi-2025\n\nP.S. I haven’t encountered this problem yet because I’m only submitting lightweight models, but if you’re running training and inference in a consistent pipeline, you may be able to solve the problem by submitting the inference code that loads the model.",
      "votes": null
    },
    {
      "id": "3268722",
      "postDate": "08/13/2025 10:13:08",
      "content": "<p>Is this possible when internet is turned off?</p>",
      "rawMarkdown": "Is this possible when internet is turned off?",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 3224045,
      "author_name": "llkh0a",
      "author_url": "",
      "post_date": "06/14/2025 09:42:31",
      "content": "<p>hello, I have occured this issue before; make sure the notebook runs without errors. <br>\nhope this helps.</p>",
      "votes": null,
      "replies": [
        {
          "id": 3224047,
          "author_name": "carrotvc",
          "author_url": "",
          "post_date": "06/14/2025 09:53:50",
          "content": "<p>however, the same notebook runs with success and failure</p>",
          "votes": null,
          "replies": [
            {
              "id": 3224280,
              "author_name": "jaejohn",
              "author_url": "",
              "post_date": "06/14/2025 16:09:37",
              "content": "<p>there seems to be a time limit in place within which the inference script needs to be called. you'll have to train the model locally and then import the model for inference. </p>",
              "votes": null,
              "replies": [
                {
                  "id": 3224519,
                  "author_name": "carrotvc",
                  "author_url": "",
                  "post_date": "06/15/2025 02:10:45",
                  "content": "<p>thanks, you're  right. </p>",
                  "votes": null,
                  "replies": []
                },
                {
                  "id": 3268722,
                  "author_name": "eleazarmaru",
                  "author_url": "",
                  "post_date": "08/13/2025 10:13:08",
                  "content": "<p>Is this possible when internet is turned off?</p>",
                  "votes": null,
                  "replies": []
                }
              ]
            }
          ]
        }
      ]
    },
    {
      "id": 3224527,
      "author_name": "liuzhangzhen",
      "author_url": "",
      "post_date": "06/15/2025 03:00:52",
      "content": "<p>there inference code should be start within 15 minutes of the notebook.<br>\nif you have training process before the inference which exceed 15 minutes, you should create a new inference notebook  </p>",
      "votes": null,
      "replies": [
        {
          "id": 3225208,
          "author_name": "zhangyue199",
          "author_url": "",
          "post_date": "06/16/2025 05:30:09",
          "content": "<p>I remember I saw somewhere the time limit was 30 min, is it changed?</p>",
          "votes": null,
          "replies": []
        }
      ]
    },
    {
      "id": 3225425,
      "author_name": "hideyukizushi",
      "author_url": "",
      "post_date": "06/16/2025 11:39:12",
      "content": "<p>This phenomenon also occurred in a competition held two years prior to CMI.<br>\n<a href=\"https://www.kaggle.com/competitions/child-mind-institute-detect-sleep-states/discussion/459617\" target=\"_blank\">https://www.kaggle.com/competitions/child-mind-institute-detect-sleep-states/discussion/459617</a></p>\n<p>I looked at the source for this year's \"CMI 2025\".<br>\nAlthough it is not stated in the \"Code Requirements\", the \"Kaggle Competition Metrics\" for this competition state the following requirements: <br>\n<strong>\"Metric Notebooks have a runtime limit of 30 minutes for competition scoring\"</strong><br>\n<a href=\"https://www.kaggle.com/code/metric/cmi-2025\" target=\"_blank\">https://www.kaggle.com/code/metric/cmi-2025</a></p>\n<p>P.S. I haven’t encountered this problem yet because I’m only submitting lightweight models, but if you’re running training and inference in a consistent pipeline, you may be able to solve the problem by submitting the inference code that loads the model.</p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "3223977": "what happened to the server ? Did anyone meet with this error?",
    "3224045": "hello, I have occured this issue before; make sure the notebook runs without errors. \nhope this helps.",
    "3224047": "however, the same notebook runs with success and failure",
    "3224280": "there seems to be a time limit in place within which the inference script needs to be called. you'll have to train the model locally and then import the model for inference.",
    "3224519": "thanks, you're  right.",
    "3224527": "there inference code should be start within 15 minutes of the notebook.\nif you have training process before the inference which exceed 15 minutes, you should create a new inference notebook",
    "3225208": "I remember I saw somewhere the time limit was 30 min, is it changed?",
    "3225425": "This phenomenon also occurred in a competition held two years prior to CMI.\nhttps://www.kaggle.com/competitions/child-mind-institute-detect-sleep-states/discussion/459617\n\nI looked at the source for this year's \"CMI 2025\".\nAlthough it is not stated in the \"Code Requirements\", the \"Kaggle Competition Metrics\" for this competition state the following requirements: \n**\"Metric Notebooks have a runtime limit of 30 minutes for competition scoring\"**\nhttps://www.kaggle.com/code/metric/cmi-2025\n\nP.S. I haven’t encountered this problem yet because I’m only submitting lightweight models, but if you’re running training and inference in a consistent pipeline, you may be able to solve the problem by submitting the inference code that loads the model.",
    "3268722": "Is this possible when internet is turned off?"
  },
  "source": "meta"
}