{
  "id": 582345,
  "title": "RAM & GPU are not sufficient, how to execute?",
  "url": "/competitions/drw-crypto-market-prediction/discussion/582345",
  "author_name": "",
  "post_date": "2025-05-30T15:55:59.506312900Z",
  "votes": null,
  "comment_count": 1,
  "views": 0,
  "content": "<p>I tried to execute my model but RAM and GPU are not sufficient.</p>",
  "messages": [
    {
      "id": "3213879",
      "postDate": "05/30/2025 15:55:59",
      "content": "<p>I tried to execute my model but RAM and GPU are not sufficient.</p>",
      "rawMarkdown": "I tried to execute my model but RAM and GPU are not sufficient.",
      "votes": null
    },
    {
      "id": "3218603",
      "postDate": "06/06/2025 12:21:27",
      "content": "<p>you better apply some memory optimization techniques on the raw data,</p>\n<p><a href=\"https://www.kaggle.com/competitions/drw-crypto-market-prediction/discussion/580485\" target=\"_blank\">here</a> is an example</p>\n<p>batching would be a good starter for the gpu part</p>",
      "rawMarkdown": "you better apply some memory optimization techniques on the raw data,\n\n[here](https://www.kaggle.com/competitions/drw-crypto-market-prediction/discussion/580485) is an example\n\nbatching would be a good starter for the gpu part",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 3218603,
      "author_name": "okanzkaya",
      "author_url": "",
      "post_date": "06/06/2025 12:21:27",
      "content": "<p>you better apply some memory optimization techniques on the raw data,</p>\n<p><a href=\"https://www.kaggle.com/competitions/drw-crypto-market-prediction/discussion/580485\" target=\"_blank\">here</a> is an example</p>\n<p>batching would be a good starter for the gpu part</p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "3213879": "I tried to execute my model but RAM and GPU are not sufficient.",
    "3218603": "you better apply some memory optimization techniques on the raw data,\n\n[here](https://www.kaggle.com/competitions/drw-crypto-market-prediction/discussion/580485) is an example\n\nbatching would be a good starter for the gpu part"
  },
  "source": "meta"
}