{
  "id": 243313,
  "title": "Colab Pro is All you need!  1st place team as a great example.",
  "url": "/competitions/birdclef-2021/discussion/243313",
  "author_name": "",
  "post_date": "2021-06-02T02:30:38.986676600Z",
  "votes": 8,
  "comment_count": 6,
  "views": 0,
  "content": "<p>I would like to Thank the 1st team for being great example for everyone say you need to buy your own big GPUs to do well in Kaggle.</p>",
  "messages": [
    {
      "id": "1332264",
      "postDate": "06/02/2021 02:30:38",
      "content": "<p>I would like to Thank the 1st team for being great example for everyone say you need to buy your own big GPUs to do well in Kaggle.</p>",
      "rawMarkdown": "I would like to Thank the 1st team for being great example for everyone say you need to buy your own big GPUs to do well in Kaggle.",
      "votes": null
    },
    {
      "id": "1332273",
      "postDate": "06/02/2021 02:45:15",
      "content": "<p>This is a great exemplar and cast a light of hope again to kagglers like me with low resources!</p>",
      "rawMarkdown": "This is a great exemplar and cast a light of hope again to kagglers like me with low resources!",
      "votes": null
    },
    {
      "id": "1332515",
      "postDate": "06/02/2021 06:48:32",
      "content": "<p>Hi <a href=\"https://www.kaggle.com/alexlwh\" target=\"_blank\">@alexlwh</a> </p>\n<p>if you are new to Colab Pro, I will be happy to share with you some trick and tips.</p>\n<p>just let me know :)</p>",
      "rawMarkdown": "Hi @alexlwh \n\nif you are new to Colab Pro, I will be happy to share with you some trick and tips.\n\njust let me know :)",
      "votes": null
    },
    {
      "id": "1333016",
      "postDate": "06/02/2021 12:38:17",
      "content": "<p>Yup! <br>\nI am used to kaggle kernel, but pretty new to Colab. That would be great if you could share your personal and tips on using that efficiently. e.g.</p>\n<ul>\n<li>How to do u do background run?</li>\n<li>How do u do the operations on uploading/ fetching model checkpoints/ datasets</li>\n</ul>",
      "rawMarkdown": "Yup! \nI am used to kaggle kernel, but pretty new to Colab. That would be great if you could share your personal and tips on using that efficiently. e.g.\n- How to do u do background run?\n- How do u do the operations on uploading/ fetching model checkpoints/ datasets",
      "votes": null
    },
    {
      "id": "1333073",
      "postDate": "06/02/2021 13:24:08",
      "content": "<ol>\n<li>Colab will timeout much sooner than Colab Pro. You can leave Colab Pro running, but you need to leave your machine on (not sleeping).</li>\n<li>If you need to extract your models from Colab, I wrote a <a href=\"https://www.kaggle.com/c/commonlitreadabilityprize/discussion/242996\" target=\"_blank\">guide</a> on using Kaggle API for pushing your models into a Kaggle Dataset.</li>\n</ol>",
      "rawMarkdown": "1. Colab will timeout much sooner than Colab Pro. You can leave Colab Pro running, but you need to leave your machine on (not sleeping).\n2. If you need to extract your models from Colab, I wrote a [guide](https://www.kaggle.com/c/commonlitreadabilityprize/discussion/242996) on using Kaggle API for pushing your models into a Kaggle Dataset.",
      "votes": null
    },
    {
      "id": "1333470",
      "postDate": "06/02/2021 18:38:03",
      "content": "<p>I'd like to point out that while Colab Pro is being rolled out in more countries, it is still officially only available in a handful of places, as mentioned <a href=\"https://colab.research.google.com/signup\" target=\"_blank\">here</a>. Of course, I suppose people from elsewhere can try their luck registering, but I personally hope it is soon officially available in my own region.</p>",
      "rawMarkdown": "I'd like to point out that while Colab Pro is being rolled out in more countries, it is still officially only available in a handful of places, as mentioned [here](https://colab.research.google.com/signup). Of course, I suppose people from elsewhere can try their luck registering, but I personally hope it is soon officially available in my own region.",
      "votes": null
    },
    {
      "id": "1333588",
      "postDate": "06/02/2021 21:34:26",
      "content": "<p>hi <a href=\"https://www.kaggle.com/alexlwh\" target=\"_blank\">@alexlwh</a> <a href=\"https://www.kaggle.com/teeyee314\" target=\"_blank\">@teeyee314</a> :)</p>\n<p>I made this quickly …and I will keep improving it and you are welcome to </p>\n<p><a href=\"https://www.kaggle.com/faisalalsrheed/dancing-with-kaggle-dataset-in-google-colab\" target=\"_blank\">https://www.kaggle.com/faisalalsrheed/dancing-with-kaggle-dataset-in-google-colab</a></p>",
      "rawMarkdown": "hi @alexlwh @teeyee314 :)\n\nI made this quickly ...and I will keep improving it and you are welcome to \n\nhttps://www.kaggle.com/faisalalsrheed/dancing-with-kaggle-dataset-in-google-colab",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 1332273,
      "author_name": "alexlwh",
      "author_url": "",
      "post_date": "06/02/2021 02:45:15",
      "content": "<p>This is a great exemplar and cast a light of hope again to kagglers like me with low resources!</p>",
      "votes": null,
      "replies": [
        {
          "id": 1332515,
          "author_name": "faisalalsrheed",
          "author_url": "",
          "post_date": "06/02/2021 06:48:32",
          "content": "<p>Hi <a href=\"https://www.kaggle.com/alexlwh\" target=\"_blank\">@alexlwh</a> </p>\n<p>if you are new to Colab Pro, I will be happy to share with you some trick and tips.</p>\n<p>just let me know :)</p>",
          "votes": null,
          "replies": []
        },
        {
          "id": 1333016,
          "author_name": "alexlwh",
          "author_url": "",
          "post_date": "06/02/2021 12:38:17",
          "content": "<p>Yup! <br>\nI am used to kaggle kernel, but pretty new to Colab. That would be great if you could share your personal and tips on using that efficiently. e.g.</p>\n<ul>\n<li>How to do u do background run?</li>\n<li>How do u do the operations on uploading/ fetching model checkpoints/ datasets</li>\n</ul>",
          "votes": null,
          "replies": []
        },
        {
          "id": 1333073,
          "author_name": "teeyee314",
          "author_url": "",
          "post_date": "06/02/2021 13:24:08",
          "content": "<ol>\n<li>Colab will timeout much sooner than Colab Pro. You can leave Colab Pro running, but you need to leave your machine on (not sleeping).</li>\n<li>If you need to extract your models from Colab, I wrote a <a href=\"https://www.kaggle.com/c/commonlitreadabilityprize/discussion/242996\" target=\"_blank\">guide</a> on using Kaggle API for pushing your models into a Kaggle Dataset.</li>\n</ol>",
          "votes": null,
          "replies": []
        },
        {
          "id": 1333588,
          "author_name": "faisalalsrheed",
          "author_url": "",
          "post_date": "06/02/2021 21:34:26",
          "content": "<p>hi <a href=\"https://www.kaggle.com/alexlwh\" target=\"_blank\">@alexlwh</a> <a href=\"https://www.kaggle.com/teeyee314\" target=\"_blank\">@teeyee314</a> :)</p>\n<p>I made this quickly …and I will keep improving it and you are welcome to </p>\n<p><a href=\"https://www.kaggle.com/faisalalsrheed/dancing-with-kaggle-dataset-in-google-colab\" target=\"_blank\">https://www.kaggle.com/faisalalsrheed/dancing-with-kaggle-dataset-in-google-colab</a></p>",
          "votes": null,
          "replies": []
        }
      ]
    },
    {
      "id": 1333470,
      "author_name": "agneev",
      "author_url": "",
      "post_date": "06/02/2021 18:38:03",
      "content": "<p>I'd like to point out that while Colab Pro is being rolled out in more countries, it is still officially only available in a handful of places, as mentioned <a href=\"https://colab.research.google.com/signup\" target=\"_blank\">here</a>. Of course, I suppose people from elsewhere can try their luck registering, but I personally hope it is soon officially available in my own region.</p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "1332264": "I would like to Thank the 1st team for being great example for everyone say you need to buy your own big GPUs to do well in Kaggle.",
    "1332273": "This is a great exemplar and cast a light of hope again to kagglers like me with low resources!",
    "1332515": "Hi @alexlwh \n\nif you are new to Colab Pro, I will be happy to share with you some trick and tips.\n\njust let me know :)",
    "1333016": "Yup! \nI am used to kaggle kernel, but pretty new to Colab. That would be great if you could share your personal and tips on using that efficiently. e.g.\n- How to do u do background run?\n- How do u do the operations on uploading/ fetching model checkpoints/ datasets",
    "1333073": "1. Colab will timeout much sooner than Colab Pro. You can leave Colab Pro running, but you need to leave your machine on (not sleeping).\n2. If you need to extract your models from Colab, I wrote a [guide](https://www.kaggle.com/c/commonlitreadabilityprize/discussion/242996) on using Kaggle API for pushing your models into a Kaggle Dataset.",
    "1333470": "I'd like to point out that while Colab Pro is being rolled out in more countries, it is still officially only available in a handful of places, as mentioned [here](https://colab.research.google.com/signup). Of course, I suppose people from elsewhere can try their luck registering, but I personally hope it is soon officially available in my own region.",
    "1333588": "hi @alexlwh @teeyee314 :)\n\nI made this quickly ...and I will keep improving it and you are welcome to \n\nhttps://www.kaggle.com/faisalalsrheed/dancing-with-kaggle-dataset-in-google-colab"
  },
  "source": "meta"
}