{
  "id": 346453,
  "title": "The kernel appears to have died. It will restart automatically.",
  "url": "/competitions/amex-default-prediction/discussion/346453",
  "author_name": "",
  "post_date": "2022-08-19T14:30:40.845742700Z",
  "votes": 1,
  "comment_count": 4,
  "views": 0,
  "content": "<p>I use my local environment(Anaconda). then titled error(The kernel appears to have died. It will restart automatically) happened and stop calculate my code.<br>\nIt seems that was caused by low memory error. Do I need to upgrade my PC spec? or something else??</p>",
  "messages": [
    {
      "id": "1906057",
      "postDate": "08/19/2022 14:30:40",
      "content": "<p>I use my local environment(Anaconda). then titled error(The kernel appears to have died. It will restart automatically) happened and stop calculate my code.<br>\nIt seems that was caused by low memory error. Do I need to upgrade my PC spec? or something else??</p>",
      "rawMarkdown": "I use my local environment(Anaconda). then titled error(The kernel appears to have died. It will restart automatically) happened and stop calculate my code.\nIt seems that was caused by low memory error. Do I need to upgrade my PC spec? or something else??",
      "votes": null
    },
    {
      "id": "1906333",
      "postDate": "08/19/2022 19:16:15",
      "content": "<p>Is your error in Jupyter notebook initialized from a conda environment?<br>\nIn either case its mostly a memory issue. You don't need to upgrade your memory. (Please state your RAM here). There are ways to batch and load your data into your experiments. Go through the discussion posts and you can find some pointers.</p>",
      "rawMarkdown": "Is your error in Jupyter notebook initialized from a conda environment?\nIn either case its mostly a memory issue. You don't need to upgrade your memory. (Please state your RAM here). There are ways to batch and load your data into your experiments. Go through the discussion posts and you can find some pointers.",
      "votes": null
    },
    {
      "id": "1906507",
      "postDate": "08/19/2022 23:56:47",
      "content": "<p>You need to keep an eye or your resource consumption, basically how much ram you have ?</p>",
      "rawMarkdown": "You need to keep an eye or your resource consumption, basically how much ram you have ?",
      "votes": null
    },
    {
      "id": "1906530",
      "postDate": "08/20/2022 00:43:02",
      "content": "<p>My M1 Mac's RAM is 8GB.. Is it much small?</p>",
      "rawMarkdown": "My M1 Mac's RAM is 8GB.. Is it much small?",
      "votes": null
    },
    {
      "id": "1906532",
      "postDate": "08/20/2022 00:50:57",
      "content": "<p>Yes, my Jupyter loaded from ANACONDA NAVIGATOR.<br>\nMy M1 Mac's RAM is 8GB. After posted this issue, I made small data sets(train, test)  for experiments and could make Light GBM model. but that was not good result…</p>",
      "rawMarkdown": "Yes, my Jupyter loaded from ANACONDA NAVIGATOR.\nMy M1 Mac's RAM is 8GB. After posted this issue, I made small data sets(train, test)  for experiments and could make Light GBM model. but that was not good result...",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 1906333,
      "author_name": "quarkspark",
      "author_url": "",
      "post_date": "08/19/2022 19:16:15",
      "content": "<p>Is your error in Jupyter notebook initialized from a conda environment?<br>\nIn either case its mostly a memory issue. You don't need to upgrade your memory. (Please state your RAM here). There are ways to batch and load your data into your experiments. Go through the discussion posts and you can find some pointers.</p>",
      "votes": null,
      "replies": [
        {
          "id": 1906532,
          "author_name": "jackwilliams3rd",
          "author_url": "",
          "post_date": "08/20/2022 00:50:57",
          "content": "<p>Yes, my Jupyter loaded from ANACONDA NAVIGATOR.<br>\nMy M1 Mac's RAM is 8GB. After posted this issue, I made small data sets(train, test)  for experiments and could make Light GBM model. but that was not good result…</p>",
          "votes": null,
          "replies": []
        }
      ]
    },
    {
      "id": 1906507,
      "author_name": "cv13j0",
      "author_url": "",
      "post_date": "08/19/2022 23:56:47",
      "content": "<p>You need to keep an eye or your resource consumption, basically how much ram you have ?</p>",
      "votes": null,
      "replies": [
        {
          "id": 1906530,
          "author_name": "jackwilliams3rd",
          "author_url": "",
          "post_date": "08/20/2022 00:43:02",
          "content": "<p>My M1 Mac's RAM is 8GB.. Is it much small?</p>",
          "votes": null,
          "replies": []
        }
      ]
    }
  ],
  "raw_markdown_by_id": {
    "1906057": "I use my local environment(Anaconda). then titled error(The kernel appears to have died. It will restart automatically) happened and stop calculate my code.\nIt seems that was caused by low memory error. Do I need to upgrade my PC spec? or something else??",
    "1906333": "Is your error in Jupyter notebook initialized from a conda environment?\nIn either case its mostly a memory issue. You don't need to upgrade your memory. (Please state your RAM here). There are ways to batch and load your data into your experiments. Go through the discussion posts and you can find some pointers.",
    "1906507": "You need to keep an eye or your resource consumption, basically how much ram you have ?",
    "1906530": "My M1 Mac's RAM is 8GB.. Is it much small?",
    "1906532": "Yes, my Jupyter loaded from ANACONDA NAVIGATOR.\nMy M1 Mac's RAM is 8GB. After posted this issue, I made small data sets(train, test)  for experiments and could make Light GBM model. but that was not good result..."
  },
  "source": "meta"
}