{
  "id": 464278,
  "title": "<12 hour runtime",
  "url": "/competitions/UBC-OCEAN/discussion/464278",
  "author_name": "Sourabh Kumar Prajapati",
  "post_date": "2023-12-29T15:48:40.564000",
  "votes": 0,
  "comment_count": 3,
  "views": 0,
  "content": "<p>I do not understand that. 12-hour runtime is for training or inference. Mean can I train the model in one notebook and use the trained model weights directly for the test data in the Second notebook for competition submission? I am always stuck here.</p>",
  "messages": [
    {
      "id": 2584010,
      "postDate": "2024-01-02T16:25:17.980Z",
      "content": "<p>Yes, most competitors will train their model either in a separate notebook or in a different environment (such as GCP or AWS) and then have a notebook dedicated to only doing inference on the test set.</p>",
      "rawMarkdown": "Yes, most competitors will train their model either in a separate notebook or in a different environment (such as GCP or AWS) and then have a notebook dedicated to only doing inference on the test set.",
      "votes": 1
    },
    {
      "id": 2578970,
      "postDate": "2023-12-29T17:09:28.523Z",
      "content": "<p>Yes, you are correct. The 12 hour runtime is the submission time. So you can train in one notebook, then move the model over to another notebook and submit that for inference. When you submit, that's when the runtime starts.</p>",
      "rawMarkdown": "Yes, you are correct. The 12 hour runtime is the submission time. So you can train in one notebook, then move the model over to another notebook and submit that for inference. When you submit, that's when the runtime starts.",
      "votes": 1,
      "replies": [
        {
          "id": 2578975,
          "postDate": "2023-12-29T17:15:26.403Z",
          "content": "<p>Thanks for your response!</p>",
          "rawMarkdown": "Thanks for your response!"
        }
      ]
    },
    {
      "id": 2578841,
      "postDate": "2023-12-29T15:48:40.563Z",
      "content": "<p>I do not understand that. 12-hour runtime is for training or inference. Mean can I train the model in one notebook and use the trained model weights directly for the test data in the Second notebook for competition submission? I am always stuck here.</p>",
      "rawMarkdown": "I do not understand that. 12-hour runtime is for training or inference. Mean can I train the model in one notebook and use the trained model weights directly for the test data in the Second notebook for competition submission? I am always stuck here."
    }
  ],
  "comments": [
    {
      "id": 2584010,
      "author_name": "Connor",
      "author_url": "",
      "post_date": "2024-01-02T16:25:17.980000",
      "content": "<p>Yes, most competitors will train their model either in a separate notebook or in a different environment (such as GCP or AWS) and then have a notebook dedicated to only doing inference on the test set.</p>",
      "votes": 1,
      "replies": []
    },
    {
      "id": 2578970,
      "author_name": "chemdatafarmer",
      "author_url": "",
      "post_date": "2023-12-29T17:09:28.523000",
      "content": "<p>Yes, you are correct. The 12 hour runtime is the submission time. So you can train in one notebook, then move the model over to another notebook and submit that for inference. When you submit, that's when the runtime starts.</p>",
      "votes": 1,
      "replies": [
        {
          "id": 2578975,
          "author_name": "Sourabh Kumar Prajapati",
          "author_url": "",
          "post_date": "2023-12-29T17:15:26.403000",
          "content": "<p>Thanks for your response!</p>",
          "votes": 0,
          "replies": []
        }
      ]
    }
  ],
  "raw_markdown_by_id": {
    "2584010": "Yes, most competitors will train their model either in a separate notebook or in a different environment (such as GCP or AWS) and then have a notebook dedicated to only doing inference on the test set.",
    "2578970": "Yes, you are correct. The 12 hour runtime is the submission time. So you can train in one notebook, then move the model over to another notebook and submit that for inference. When you submit, that's when the runtime starts.",
    "2578841": "I do not understand that. 12-hour runtime is for training or inference. Mean can I train the model in one notebook and use the trained model weights directly for the test data in the Second notebook for competition submission? I am always stuck here."
  }
}