{
  "id": 58452,
  "title": "LightGBM on GPU kaggle kernel",
  "url": "/competitions/avito-demand-prediction/discussion/58452",
  "author_name": "",
  "post_date": "2018-06-08T09:03:59.812264Z",
  "votes": null,
  "comment_count": 1,
  "views": 0,
  "content": "<p>Hello, any experience with LGBM on GPU kernels? Having tried, I get an error because \"USE_GPU=1\" is not set, is there a workaround? And then, having solved this issue, is LGBM expected to be (significanlty) faster?\nThanks.\nFranco</p>",
  "messages": [
    {
      "id": "340061",
      "postDate": "06/08/2018 09:03:59",
      "content": "<p>Hello, any experience with LGBM on GPU kernels? Having tried, I get an error because \"USE_GPU=1\" is not set, is there a workaround? And then, having solved this issue, is LGBM expected to be (significanlty) faster?\nThanks.\nFranco</p>",
      "rawMarkdown": "Hello, any experience with LGBM on GPU kernels? Having tried, I get an error because \"USE_GPU=1\" is not set, is there a workaround? And then, having solved this issue, is LGBM expected to be (significanlty) faster?\nThanks.\nFranco",
      "votes": null
    },
    {
      "id": "463216",
      "postDate": "01/29/2019 16:16:45",
      "content": "<p>In the params field of LGBM, set a parameter 'use_gpu':1. Yes, if it runs properly it would significantly boost the performance. I have been struggling to set the GPU on Kaggle kernel. All the best. </p>",
      "rawMarkdown": "In the params field of LGBM, set a parameter 'use_gpu':1. Yes, if it runs properly it would significantly boost the performance. I have been struggling to set the GPU on Kaggle kernel. All the best.",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 463216,
      "author_name": "abhishekaarush",
      "author_url": "",
      "post_date": "01/29/2019 16:16:45",
      "content": "<p>In the params field of LGBM, set a parameter 'use_gpu':1. Yes, if it runs properly it would significantly boost the performance. I have been struggling to set the GPU on Kaggle kernel. All the best. </p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "340061": "Hello, any experience with LGBM on GPU kernels? Having tried, I get an error because \"USE_GPU=1\" is not set, is there a workaround? And then, having solved this issue, is LGBM expected to be (significanlty) faster?\nThanks.\nFranco",
    "463216": "In the params field of LGBM, set a parameter 'use_gpu':1. Yes, if it runs properly it would significantly boost the performance. I have been struggling to set the GPU on Kaggle kernel. All the best."
  },
  "source": "meta"
}