{
  "id": 403636,
  "title": "Model train time",
  "url": "/competitions/vesuvius-challenge-ink-detection/discussion/403636",
  "author_name": "",
  "post_date": "2023-04-24T07:12:08.219822300Z",
  "votes": null,
  "comment_count": 1,
  "views": 0,
  "content": "<p>What are the usual model train / prediction times for you? When I tried to implement the 3D U-Net it needs around 10 hours to finish training and computing predictions. I am interested if other people are getting similar training time or?</p>",
  "messages": [
    {
      "id": "2232299",
      "postDate": "04/24/2023 07:12:08",
      "content": "<p>What are the usual model train / prediction times for you? When I tried to implement the 3D U-Net it needs around 10 hours to finish training and computing predictions. I am interested if other people are getting similar training time or?</p>",
      "rawMarkdown": "What are the usual model train / prediction times for you? When I tried to implement the 3D U-Net it needs around 10 hours to finish training and computing predictions. I am interested if other people are getting similar training time or?",
      "votes": null
    },
    {
      "id": "2232816",
      "postDate": "04/24/2023 16:44:21",
      "content": "<p>with 1xRTX4090 it takes 3 min/epoch in my current setup to train. The inference takes 30 min for the 5-fold model including env setup</p>",
      "rawMarkdown": "with 1xRTX4090 it takes 3 min/epoch in my current setup to train. The inference takes 30 min for the 5-fold model including env setup",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 2232816,
      "author_name": "igorkrashenyi",
      "author_url": "",
      "post_date": "04/24/2023 16:44:21",
      "content": "<p>with 1xRTX4090 it takes 3 min/epoch in my current setup to train. The inference takes 30 min for the 5-fold model including env setup</p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "2232299": "What are the usual model train / prediction times for you? When I tried to implement the 3D U-Net it needs around 10 hours to finish training and computing predictions. I am interested if other people are getting similar training time or?",
    "2232816": "with 1xRTX4090 it takes 3 min/epoch in my current setup to train. The inference takes 30 min for the 5-fold model including env setup"
  },
  "source": "meta"
}