{
  "id": 369980,
  "title": "[train + inference] fast.ai starter pack 🚀",
  "url": "/competitions/rsna-breast-cancer-detection/discussion/369980",
  "author_name": "Radek Osmulski",
  "post_date": "2022-12-02T08:09:15.381000",
  "votes": 4,
  "comment_count": 2,
  "views": 0,
  "content": "<p>Hey,</p>\n<p>Would like to share with you a fast.ai starter pack 🙂</p>\n<p><a href=\"https://www.kaggle.com/radek1/fast-ai-starter-pack-train-inference\" target=\"_blank\">🤖 [fast.ai starter pack] train + inference 🚀</a></p>\n<ul>\n<li>infer on the CPU to conserver GPU quota</li>\n<li>iterate on your ideas much quicker as you are not limited to 4 submissions per week (that is the maximum number of GPU pipelines you will be able to run per week due to how long it takes to convert DICOM files to images)</li>\n<li>if you desire to run on the GPU, just turn the accelerator on and the pipeline will happily run on it as well</li>\n</ul>\n<p>Hope this can be of help 🙂 Best of luck in the competition!</p>",
  "messages": [
    {
      "id": 2052543,
      "postDate": "2022-12-02T09:39:43.463Z",
      "content": "<blockquote>\n  <p>iterate on your ideas much quicker as you are not limited to 4 submissions per week (that is the maximum number of GPU pipelines you will be able to run per week due to how long it takes to convert DICOM files to images)</p>\n</blockquote>\n<p>Submission time does not count in your GPU quota, you're not limited to 4 subs a week :)</p>",
      "rawMarkdown": "> iterate on your ideas much quicker as you are not limited to 4 submissions per week (that is the maximum number of GPU pipelines you will be able to run per week due to how long it takes to convert DICOM files to images)\n\nSubmission time does not count in your GPU quota, you're not limited to 4 subs a week :)",
      "votes": 3,
      "replies": [
        {
          "id": 2052555,
          "postDate": "2022-12-02T09:46:07.960Z",
          "content": "<p>ooo beautiful, I didn't know that! 😄</p>\n<p>Great to know <a href=\"https://www.kaggle.com/theoviel\" target=\"_blank\">@theoviel</a>, thank you for your comment! 🙂</p>",
          "rawMarkdown": "ooo beautiful, I didn't know that! 😄\n\nGreat to know @theoviel, thank you for your comment! 🙂",
          "votes": 1
        }
      ]
    },
    {
      "id": 2052461,
      "postDate": "2022-12-02T08:09:15.380Z",
      "content": "<p>Hey,</p>\n<p>Would like to share with you a fast.ai starter pack 🙂</p>\n<p><a href=\"https://www.kaggle.com/radek1/fast-ai-starter-pack-train-inference\" target=\"_blank\">🤖 [fast.ai starter pack] train + inference 🚀</a></p>\n<ul>\n<li>infer on the CPU to conserver GPU quota</li>\n<li>iterate on your ideas much quicker as you are not limited to 4 submissions per week (that is the maximum number of GPU pipelines you will be able to run per week due to how long it takes to convert DICOM files to images)</li>\n<li>if you desire to run on the GPU, just turn the accelerator on and the pipeline will happily run on it as well</li>\n</ul>\n<p>Hope this can be of help 🙂 Best of luck in the competition!</p>",
      "rawMarkdown": "Hey,\n\nWould like to share with you a fast.ai starter pack 🙂\n\n[🤖 [fast.ai starter pack] train + inference 🚀](https://www.kaggle.com/radek1/fast-ai-starter-pack-train-inference)\n\n* infer on the CPU to conserver GPU quota\n* iterate on your ideas much quicker as you are not limited to 4 submissions per week (that is the maximum number of GPU pipelines you will be able to run per week due to how long it takes to convert DICOM files to images)\n* if you desire to run on the GPU, just turn the accelerator on and the pipeline will happily run on it as well\n\nHope this can be of help 🙂 Best of luck in the competition!",
      "votes": 4
    }
  ],
  "comments": [
    {
      "id": 2052543,
      "author_name": "Theo Viel",
      "author_url": "",
      "post_date": "2022-12-02T09:39:43.463000",
      "content": "<blockquote>\n  <p>iterate on your ideas much quicker as you are not limited to 4 submissions per week (that is the maximum number of GPU pipelines you will be able to run per week due to how long it takes to convert DICOM files to images)</p>\n</blockquote>\n<p>Submission time does not count in your GPU quota, you're not limited to 4 subs a week :)</p>",
      "votes": 3,
      "replies": [
        {
          "id": 2052555,
          "author_name": "Radek Osmulski",
          "author_url": "",
          "post_date": "2022-12-02T09:46:07.960000",
          "content": "<p>ooo beautiful, I didn't know that! 😄</p>\n<p>Great to know <a href=\"https://www.kaggle.com/theoviel\" target=\"_blank\">@theoviel</a>, thank you for your comment! 🙂</p>",
          "votes": 1,
          "replies": []
        }
      ]
    }
  ],
  "raw_markdown_by_id": {
    "2052543": "> iterate on your ideas much quicker as you are not limited to 4 submissions per week (that is the maximum number of GPU pipelines you will be able to run per week due to how long it takes to convert DICOM files to images)\n\nSubmission time does not count in your GPU quota, you're not limited to 4 subs a week :)",
    "2052461": "Hey,\n\nWould like to share with you a fast.ai starter pack 🙂\n\n[🤖 [fast.ai starter pack] train + inference 🚀](https://www.kaggle.com/radek1/fast-ai-starter-pack-train-inference)\n\n* infer on the CPU to conserver GPU quota\n* iterate on your ideas much quicker as you are not limited to 4 submissions per week (that is the maximum number of GPU pipelines you will be able to run per week due to how long it takes to convert DICOM files to images)\n* if you desire to run on the GPU, just turn the accelerator on and the pipeline will happily run on it as well\n\nHope this can be of help 🙂 Best of luck in the competition!"
  }
}