{
  "id": 179954,
  "title": "Getting extra GPU computationl resources ",
  "url": "/competitions/osic-pulmonary-fibrosis-progression/discussion/179954",
  "author_name": "",
  "post_date": "2020-09-03T12:18:50.323447500Z",
  "votes": 6,
  "comment_count": 3,
  "views": 0,
  "content": "<p>In case you need extra GPU resources towards the end to make all your ensemble work :)</p>\n<p>New RTX3080 from NVIDIA is coming, you can pre-order and give it a try at the <a href=\"http://landing.hostkey.com/rtx3080\" target=\"_blank\">http://landing.hostkey.com/rtx3080</a></p>\n<p>They give a free trial period and now getting pre-orders for new RTX3080 powered servers. You may want to give it a try.</p>\n<p>Hostkey also provides free trials on other their servers, so you can train your model for a week or so before paying fees. The prices are also low. The trials are here:<br>\n<a href=\"https://www.hostkey.com/gpu-servers#/\" target=\"_blank\">https://www.hostkey.com/gpu-servers#/</a></p>\n<p>When it comes to GPU servers several factors are important for me:<br>\nreliability<br>\ngood price per GPU/price flexibility<br>\nsupport<br>\nI got their free trial for the kaggle-based research project and I was amazed by their prices/and great same-day support.</p>\n<p>If you are a Kaggle competitions master/GM they may grant you some resources for a free trial, see the link <a href=\"https://www.hostkey.com/gpu-servers#/\" target=\"_blank\">https://www.hostkey.com/gpu-servers#/</a>. </p>\n<p>Hope it helps</p>",
  "messages": [
    {
      "id": "996595",
      "postDate": "09/03/2020 12:18:50",
      "content": "<p>In case you need extra GPU resources towards the end to make all your ensemble work :)</p>\n<p>New RTX3080 from NVIDIA is coming, you can pre-order and give it a try at the <a href=\"http://landing.hostkey.com/rtx3080\" target=\"_blank\">http://landing.hostkey.com/rtx3080</a></p>\n<p>They give a free trial period and now getting pre-orders for new RTX3080 powered servers. You may want to give it a try.</p>\n<p>Hostkey also provides free trials on other their servers, so you can train your model for a week or so before paying fees. The prices are also low. The trials are here:<br>\n<a href=\"https://www.hostkey.com/gpu-servers#/\" target=\"_blank\">https://www.hostkey.com/gpu-servers#/</a></p>\n<p>When it comes to GPU servers several factors are important for me:<br>\nreliability<br>\ngood price per GPU/price flexibility<br>\nsupport<br>\nI got their free trial for the kaggle-based research project and I was amazed by their prices/and great same-day support.</p>\n<p>If you are a Kaggle competitions master/GM they may grant you some resources for a free trial, see the link <a href=\"https://www.hostkey.com/gpu-servers#/\" target=\"_blank\">https://www.hostkey.com/gpu-servers#/</a>. </p>\n<p>Hope it helps</p>",
      "rawMarkdown": "In case you need extra GPU resources towards the end to make all your ensemble work :)\n\nNew RTX3080 from NVIDIA is coming, you can pre-order and give it a try at the http://landing.hostkey.com/rtx3080\n\nThey give a free trial period and now getting pre-orders for new RTX3080 powered servers. You may want to give it a try.\n\nHostkey also provides free trials on other their servers, so you can train your model for a week or so before paying fees. The prices are also low. The trials are here:\nhttps://www.hostkey.com/gpu-servers#/\n\nWhen it comes to GPU servers several factors are important for me:\nreliability\ngood price per GPU/price flexibility\nsupport\nI got their free trial for the kaggle-based research project and I was amazed by their prices/and great same-day support.\n\nIf you are a Kaggle competitions master/GM they may grant you some resources for a free trial, see the link https://www.hostkey.com/gpu-servers#/. \n\nHope it helps",
      "votes": null
    },
    {
      "id": "996755",
      "postDate": "09/03/2020 14:28:00",
      "content": "<p>Thanks for the resource! Now models based on a tabular data are trained almost immediately, but for using CT scans (for exiting AE learning, for instance) it can helps. By the way, there is great paper that motivates to buy your own computer instead of using one on servers: <a href=\"https://medium.com/the-mission/how-to-build-the-perfect-deep-learning-computer-and-save-thousands-of-dollars-9ec3b2eb4ce2\" target=\"_blank\">https://medium.com/the-mission/how-to-build-the-perfect-deep-learning-computer-and-save-thousands-of-dollars-9ec3b2eb4ce2</a> (I've build a computer by this guide just about month ago and really happy about it).</p>",
      "rawMarkdown": "Thanks for the resource! Now models based on a tabular data are trained almost immediately, but for using CT scans (for exiting AE learning, for instance) it can helps. By the way, there is great paper that motivates to buy your own computer instead of using one on servers: https://medium.com/the-mission/how-to-build-the-perfect-deep-learning-computer-and-save-thousands-of-dollars-9ec3b2eb4ce2 (I've build a computer by this guide just about month ago and really happy about it).",
      "votes": null
    },
    {
      "id": "996966",
      "postDate": "09/03/2020 16:55:56",
      "content": "<p>Thanks for sharing such resources with the community. </p>\n<p>I'm not a lawyer, but I believe that hostkey.com might be breaking some terms of use regarding the usage of non-commercial GPUs for data centers (see this <a href=\"https://www.cnbc.com/2017/12/27/nvidia-limits-data-center-uses-for-geforce-titan-gpus.html\" target=\"_blank\">older article</a>).</p>\n<p>Nvidia might have updated their policy since then (this should be easy to confirm since many GMs work there), in which case I guess it's fine. Also happy to hear if someone from hostkey wants to confirm that they are abiding to Nvidia's rules.</p>",
      "rawMarkdown": "Thanks for sharing such resources with the community. \n\nI'm not a lawyer, but I believe that hostkey.com might be breaking some terms of use regarding the usage of non-commercial GPUs for data centers (see this [older article](https://www.cnbc.com/2017/12/27/nvidia-limits-data-center-uses-for-geforce-titan-gpus.html)).\n\nNvidia might have updated their policy since then (this should be easy to confirm since many GMs work there), in which case I guess it's fine. Also happy to hear if someone from hostkey wants to confirm that they are abiding to Nvidia's rules.",
      "votes": null
    },
    {
      "id": "997028",
      "postDate": "09/03/2020 17:32:04",
      "content": "<p>They gave me for non-commercial use, so I do not know. As a GM you can ask for a grant and ask them directly. I do not work for them, just wanted to let know that such an option exists </p>",
      "rawMarkdown": "They gave me for non-commercial use, so I do not know. As a GM you can ask for a grant and ask them directly. I do not work for them, just wanted to let know that such an option exists",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 996755,
      "author_name": "koza4ukdmitrij",
      "author_url": "",
      "post_date": "09/03/2020 14:28:00",
      "content": "<p>Thanks for the resource! Now models based on a tabular data are trained almost immediately, but for using CT scans (for exiting AE learning, for instance) it can helps. By the way, there is great paper that motivates to buy your own computer instead of using one on servers: <a href=\"https://medium.com/the-mission/how-to-build-the-perfect-deep-learning-computer-and-save-thousands-of-dollars-9ec3b2eb4ce2\" target=\"_blank\">https://medium.com/the-mission/how-to-build-the-perfect-deep-learning-computer-and-save-thousands-of-dollars-9ec3b2eb4ce2</a> (I've build a computer by this guide just about month ago and really happy about it).</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 996966,
      "author_name": "xhlulu",
      "author_url": "",
      "post_date": "09/03/2020 16:55:56",
      "content": "<p>Thanks for sharing such resources with the community. </p>\n<p>I'm not a lawyer, but I believe that hostkey.com might be breaking some terms of use regarding the usage of non-commercial GPUs for data centers (see this <a href=\"https://www.cnbc.com/2017/12/27/nvidia-limits-data-center-uses-for-geforce-titan-gpus.html\" target=\"_blank\">older article</a>).</p>\n<p>Nvidia might have updated their policy since then (this should be easy to confirm since many GMs work there), in which case I guess it's fine. Also happy to hear if someone from hostkey wants to confirm that they are abiding to Nvidia's rules.</p>",
      "votes": null,
      "replies": [
        {
          "id": 997028,
          "author_name": "blondinka",
          "author_url": "",
          "post_date": "09/03/2020 17:32:04",
          "content": "<p>They gave me for non-commercial use, so I do not know. As a GM you can ask for a grant and ask them directly. I do not work for them, just wanted to let know that such an option exists </p>",
          "votes": null,
          "replies": []
        }
      ]
    }
  ],
  "raw_markdown_by_id": {
    "996595": "In case you need extra GPU resources towards the end to make all your ensemble work :)\n\nNew RTX3080 from NVIDIA is coming, you can pre-order and give it a try at the http://landing.hostkey.com/rtx3080\n\nThey give a free trial period and now getting pre-orders for new RTX3080 powered servers. You may want to give it a try.\n\nHostkey also provides free trials on other their servers, so you can train your model for a week or so before paying fees. The prices are also low. The trials are here:\nhttps://www.hostkey.com/gpu-servers#/\n\nWhen it comes to GPU servers several factors are important for me:\nreliability\ngood price per GPU/price flexibility\nsupport\nI got their free trial for the kaggle-based research project and I was amazed by their prices/and great same-day support.\n\nIf you are a Kaggle competitions master/GM they may grant you some resources for a free trial, see the link https://www.hostkey.com/gpu-servers#/. \n\nHope it helps",
    "996755": "Thanks for the resource! Now models based on a tabular data are trained almost immediately, but for using CT scans (for exiting AE learning, for instance) it can helps. By the way, there is great paper that motivates to buy your own computer instead of using one on servers: https://medium.com/the-mission/how-to-build-the-perfect-deep-learning-computer-and-save-thousands-of-dollars-9ec3b2eb4ce2 (I've build a computer by this guide just about month ago and really happy about it).",
    "996966": "Thanks for sharing such resources with the community. \n\nI'm not a lawyer, but I believe that hostkey.com might be breaking some terms of use regarding the usage of non-commercial GPUs for data centers (see this [older article](https://www.cnbc.com/2017/12/27/nvidia-limits-data-center-uses-for-geforce-titan-gpus.html)).\n\nNvidia might have updated their policy since then (this should be easy to confirm since many GMs work there), in which case I guess it's fine. Also happy to hear if someone from hostkey wants to confirm that they are abiding to Nvidia's rules.",
    "997028": "They gave me for non-commercial use, so I do not know. As a GM you can ask for a grant and ask them directly. I do not work for them, just wanted to let know that such an option exists"
  },
  "source": "meta"
}