{
  "id": 74950,
  "title": "Improving Run Time of ResNet50",
  "url": "/competitions/humpback-whale-identification/discussion/74950",
  "author_name": "",
  "post_date": "2018-12-17T13:53:36.649800200Z",
  "votes": null,
  "comment_count": 5,
  "views": 0,
  "content": "<p>Hi All, </p>\n\n<p>I built a basic CNN model for this competition. It uses a ResNet50 architecture. I noticed that training this model takes very long compared to some of the other public kernels I am seeing. </p>\n\n<p>Am I doing something wrong here? Why is my run time so much longer then other ResNet50 models? Link to code below. </p>\n\n<p><a href=\"https://www.kaggle.com/zakraicik/whale-tail-baby/\">https://www.kaggle.com/zakraicik/whale-tail-baby/</a></p>",
  "messages": [
    {
      "id": "440394",
      "postDate": "12/17/2018 13:53:36",
      "content": "<p>Hi All, </p>\n\n<p>I built a basic CNN model for this competition. It uses a ResNet50 architecture. I noticed that training this model takes very long compared to some of the other public kernels I am seeing. </p>\n\n<p>Am I doing something wrong here? Why is my run time so much longer then other ResNet50 models? Link to code below. </p>\n\n<p><a href=\"https://www.kaggle.com/zakraicik/whale-tail-baby/\">https://www.kaggle.com/zakraicik/whale-tail-baby/</a></p>",
      "rawMarkdown": "Hi All, \n\nI built a basic CNN model for this competition. It uses a ResNet50 architecture. I noticed that training this model takes very long compared to some of the other public kernels I am seeing. \n\nAm I doing something wrong here? Why is my run time so much longer then other ResNet50 models? Link to code below. \n\nhttps://www.kaggle.com/zakraicik/whale-tail-baby/",
      "votes": null
    },
    {
      "id": "440405",
      "postDate": "12/17/2018 14:08:33",
      "content": "<p>Link doesn't work for me. </p>",
      "rawMarkdown": "Link doesn't work for me.",
      "votes": null
    },
    {
      "id": "440416",
      "postDate": "12/17/2018 14:23:55",
      "content": "<p>what about this link instead?</p>\n\n<p><a href=\"https://www.kaggle.com/zakraicik/whale-tail-baby\">https://www.kaggle.com/zakraicik/whale-tail-baby</a></p>",
      "rawMarkdown": "what about this link instead?\n\nhttps://www.kaggle.com/zakraicik/whale-tail-baby",
      "votes": null
    },
    {
      "id": "440490",
      "postDate": "12/17/2018 16:00:31",
      "content": "<p>How about making a public kernel instead?</p>",
      "rawMarkdown": "How about making a public kernel instead?",
      "votes": null
    },
    {
      "id": "440501",
      "postDate": "12/17/2018 16:15:56",
      "content": "<p>It is public. The link above is to the kernel. I can't find it in the public kernel list though. Do I need to commit it before it will show up?</p>",
      "rawMarkdown": "It is public. The link above is to the kernel. I can't find it in the public kernel list though. Do I need to commit it before it will show up?",
      "votes": null
    },
    {
      "id": "440976",
      "postDate": "12/18/2018 06:24:24",
      "content": "<p>Do you train them on CPU or GPU? GPU is around 20x~30x faster than cpu</p>",
      "rawMarkdown": "Do you train them on CPU or GPU? GPU is around 20x~30x faster than cpu",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 440405,
      "author_name": "badtyprr",
      "author_url": "",
      "post_date": "12/17/2018 14:08:33",
      "content": "<p>Link doesn't work for me. </p>",
      "votes": null,
      "replies": [
        {
          "id": 440416,
          "author_name": "zakraicik",
          "author_url": "",
          "post_date": "12/17/2018 14:23:55",
          "content": "<p>what about this link instead?</p>\n\n<p><a href=\"https://www.kaggle.com/zakraicik/whale-tail-baby\">https://www.kaggle.com/zakraicik/whale-tail-baby</a></p>",
          "votes": null,
          "replies": []
        },
        {
          "id": 440490,
          "author_name": "badtyprr",
          "author_url": "",
          "post_date": "12/17/2018 16:00:31",
          "content": "<p>How about making a public kernel instead?</p>",
          "votes": null,
          "replies": []
        },
        {
          "id": 440501,
          "author_name": "zakraicik",
          "author_url": "",
          "post_date": "12/17/2018 16:15:56",
          "content": "<p>It is public. The link above is to the kernel. I can't find it in the public kernel list though. Do I need to commit it before it will show up?</p>",
          "votes": null,
          "replies": []
        }
      ]
    },
    {
      "id": 440976,
      "author_name": "mahmoudsherif2010",
      "author_url": "",
      "post_date": "12/18/2018 06:24:24",
      "content": "<p>Do you train them on CPU or GPU? GPU is around 20x~30x faster than cpu</p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "440394": "Hi All, \n\nI built a basic CNN model for this competition. It uses a ResNet50 architecture. I noticed that training this model takes very long compared to some of the other public kernels I am seeing. \n\nAm I doing something wrong here? Why is my run time so much longer then other ResNet50 models? Link to code below. \n\nhttps://www.kaggle.com/zakraicik/whale-tail-baby/",
    "440405": "Link doesn't work for me.",
    "440416": "what about this link instead?\n\nhttps://www.kaggle.com/zakraicik/whale-tail-baby",
    "440490": "How about making a public kernel instead?",
    "440501": "It is public. The link above is to the kernel. I can't find it in the public kernel list though. Do I need to commit it before it will show up?",
    "440976": "Do you train them on CPU or GPU? GPU is around 20x~30x faster than cpu"
  },
  "source": "meta"
}