{
  "id": 598413,
  "title": "I am running out of RAM error , kernel died unexpectedly when running code in vertex AI free credits trial. ",
  "url": "/competitions/aeroclub-recsys-2025/discussion/598413",
  "author_name": "",
  "post_date": "2025-08-10T16:35:35.985600500Z",
  "votes": null,
  "comment_count": 2,
  "views": 0,
  "content": "<p>Kernel died unexpectedly when running code in Vertex AI free credits trial. We can only able to choose 30 GB RAM , 64 GB is not sufficient. I need your help guys! like how are you running the script without running out of kernel error or any efficient way to run with available resources. </p>",
  "messages": [
    {
      "id": "3267181",
      "postDate": "08/10/2025 16:35:35",
      "content": "<p>Kernel died unexpectedly when running code in Vertex AI free credits trial. We can only able to choose 30 GB RAM , 64 GB is not sufficient. I need your help guys! like how are you running the script without running out of kernel error or any efficient way to run with available resources. </p>",
      "rawMarkdown": "Kernel died unexpectedly when running code in Vertex AI free credits trial. We can only able to choose 30 GB RAM , 64 GB is not sufficient. I need your help guys! like how are you running the script without running out of kernel error or any efficient way to run with available resources.",
      "votes": null
    },
    {
      "id": "3267415",
      "postDate": "08/11/2025 06:55:00",
      "content": "<p>You can use TPM for 20 hours per week.    Or polars.scan_parquet. select…  and drop some columns +  change to int 8/ 16 /float 23 and so on (code in in some public notebooks)</p>",
      "rawMarkdown": "You can use TPM for 20 hours per week.    Or polars.scan_parquet. select...  and drop some columns +  change to int 8/ 16 /float 23 and so on (code in in some public notebooks)",
      "votes": null
    },
    {
      "id": "3268668",
      "postDate": "08/13/2025 09:18:19",
      "content": "<blockquote>\n  <p>You can use TPM for 20 hours per week.    Or polars.scan_parquet. select…  and drop some columns +  change to int 8/ 16 /float 23 and so on (code in in some public notebooks)</p>\n</blockquote>\n<p>Thank you!</p>",
      "rawMarkdown": "> You can use TPM for 20 hours per week.    Or polars.scan_parquet. select...  and drop some columns +  change to int 8/ 16 /float 23 and so on (code in in some public notebooks)\n\nThank you!",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 3267415,
      "author_name": "sergeyqt2024",
      "author_url": "",
      "post_date": "08/11/2025 06:55:00",
      "content": "<p>You can use TPM for 20 hours per week.    Or polars.scan_parquet. select…  and drop some columns +  change to int 8/ 16 /float 23 and so on (code in in some public notebooks)</p>",
      "votes": null,
      "replies": [
        {
          "id": 3268668,
          "author_name": "srinath2495",
          "author_url": "",
          "post_date": "08/13/2025 09:18:19",
          "content": "<blockquote>\n  <p>You can use TPM for 20 hours per week.    Or polars.scan_parquet. select…  and drop some columns +  change to int 8/ 16 /float 23 and so on (code in in some public notebooks)</p>\n</blockquote>\n<p>Thank you!</p>",
          "votes": null,
          "replies": []
        }
      ]
    }
  ],
  "raw_markdown_by_id": {
    "3267181": "Kernel died unexpectedly when running code in Vertex AI free credits trial. We can only able to choose 30 GB RAM , 64 GB is not sufficient. I need your help guys! like how are you running the script without running out of kernel error or any efficient way to run with available resources.",
    "3267415": "You can use TPM for 20 hours per week.    Or polars.scan_parquet. select...  and drop some columns +  change to int 8/ 16 /float 23 and so on (code in in some public notebooks)",
    "3268668": "> You can use TPM for 20 hours per week.    Or polars.scan_parquet. select...  and drop some columns +  change to int 8/ 16 /float 23 and so on (code in in some public notebooks)\n\nThank you!"
  },
  "source": "meta"
}