{
  "id": 159075,
  "title": "Will a 1070 be enough for this competition?",
  "url": "/competitions/birdsong-recognition/discussion/159075",
  "author_name": "",
  "post_date": "2020-06-16T11:02:05.735688700Z",
  "votes": null,
  "comment_count": 4,
  "views": 0,
  "content": "<p>What kind of hardware will this competition need? Will a 1070 be enough or one has to rely on cloud machines?</p>",
  "messages": [
    {
      "id": "888438",
      "postDate": "06/16/2020 11:02:05",
      "content": "<p>What kind of hardware will this competition need? Will a 1070 be enough or one has to rely on cloud machines?</p>",
      "rawMarkdown": "What kind of hardware will this competition need? Will a 1070 be enough or one has to rely on cloud machines?",
      "votes": null
    },
    {
      "id": "888761",
      "postDate": "06/16/2020 14:49:07",
      "content": "<p>Respectfully, and personally speaking, to me, my bad performance has always been due to the lack of creativity and skillets and never due the hardware. </p>\n\n<p>Sure, you might need some good juice to win the comp, but IMO you can fare very well using a 8 GB GPU. Good Luck!</p>",
      "rawMarkdown": "Respectfully, and personally speaking, to me, my bad performance has always been due to the lack of creativity and skillets and never due the hardware. \n\nSure, you might need some good juice to win the comp, but IMO you can fare very well using a 8 GB GPU. Good Luck!",
      "votes": null
    },
    {
      "id": "889328",
      "postDate": "06/16/2020 23:06:12",
      "content": "<p>This is a Code Competition so all users have the same hardware allowances.\nSee <a href=\"https://www.kaggle.com/docs/competitions#notebooks-only-competitions\">https://www.kaggle.com/docs/competitions#notebooks-only-competitions</a></p>",
      "rawMarkdown": "This is a Code Competition so all users have the same hardware allowances.\nSee https://www.kaggle.com/docs/competitions#notebooks-only-competitions",
      "votes": null
    },
    {
      "id": "889331",
      "postDate": "06/16/2020 23:09:12",
      "content": "<p>Please see the rules, the restrictions are for inference</p>",
      "rawMarkdown": "Please see the rules, the restrictions are for inference",
      "votes": null
    },
    {
      "id": "889984",
      "postDate": "06/17/2020 08:35:14",
      "content": "<p>Exactly. Training is usually done locally/on cloud or maybe with TPUs, so that you can save on the GPU time allowance.</p>",
      "rawMarkdown": "Exactly. Training is usually done locally/on cloud or maybe with TPUs, so that you can save on the GPU time allowance.",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 888761,
      "author_name": "init27",
      "author_url": "",
      "post_date": "06/16/2020 14:49:07",
      "content": "<p>Respectfully, and personally speaking, to me, my bad performance has always been due to the lack of creativity and skillets and never due the hardware. </p>\n\n<p>Sure, you might need some good juice to win the comp, but IMO you can fare very well using a 8 GB GPU. Good Luck!</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 889328,
      "author_name": "andreanandori",
      "author_url": "",
      "post_date": "06/16/2020 23:06:12",
      "content": "<p>This is a Code Competition so all users have the same hardware allowances.\nSee <a href=\"https://www.kaggle.com/docs/competitions#notebooks-only-competitions\">https://www.kaggle.com/docs/competitions#notebooks-only-competitions</a></p>",
      "votes": null,
      "replies": [
        {
          "id": 889331,
          "author_name": "init27",
          "author_url": "",
          "post_date": "06/16/2020 23:09:12",
          "content": "<p>Please see the rules, the restrictions are for inference</p>",
          "votes": null,
          "replies": []
        },
        {
          "id": 889984,
          "author_name": "dhruvrnaik",
          "author_url": "",
          "post_date": "06/17/2020 08:35:14",
          "content": "<p>Exactly. Training is usually done locally/on cloud or maybe with TPUs, so that you can save on the GPU time allowance.</p>",
          "votes": null,
          "replies": []
        }
      ]
    }
  ],
  "raw_markdown_by_id": {
    "888438": "What kind of hardware will this competition need? Will a 1070 be enough or one has to rely on cloud machines?",
    "888761": "Respectfully, and personally speaking, to me, my bad performance has always been due to the lack of creativity and skillets and never due the hardware. \n\nSure, you might need some good juice to win the comp, but IMO you can fare very well using a 8 GB GPU. Good Luck!",
    "889328": "This is a Code Competition so all users have the same hardware allowances.\nSee https://www.kaggle.com/docs/competitions#notebooks-only-competitions",
    "889331": "Please see the rules, the restrictions are for inference",
    "889984": "Exactly. Training is usually done locally/on cloud or maybe with TPUs, so that you can save on the GPU time allowance."
  },
  "source": "meta"
}