{
  "id": 411579,
  "title": "Getting Notebook Out of Memory Error while notebook submission.",
  "url": "/competitions/google-research-identify-contrails-reduce-global-warming/discussion/411579",
  "author_name": "Pulkit",
  "post_date": "2023-05-19T20:26:23.452000",
  "votes": 1,
  "comment_count": 1,
  "views": 0,
  "content": "<p>I am getting \"Notebook Out of Memory<br>\nYour notebook requested more memory (RAM) than is available.\" error while notebook submission. The notebook is using minimal config(1 epoch, 10 train,2 val data points) and running fine while saving the version. At time of scoring this error is popping up. It would be helpful to know the possible reason for the error, Thanks….</p>\n<p><img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F3846637%2F7eb9808873beb4eb5adb1c7ad6baeea5%2Fss.png?generation=1684527821760224&amp;alt=media\" alt=\"\"></p>\n<p><img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F3846637%2Fb3d2083b1dc565d7030395c221a8dee2%2Fss2.png?generation=1684527895909231&amp;alt=media\" alt=\"\"></p>",
  "messages": [
    {
      "id": 2266238,
      "postDate": "2023-05-19T21:08:58.363Z",
      "content": "<p>I am going to guess you're loading a lot of the test set in to memory, so when it's run in submission the size changes and you're kernel runs Out of Memory<br>\nTry loading it in small batches and writing the submissions one batch at a time</p>",
      "rawMarkdown": "I am going to guess you're loading a lot of the test set in to memory, so when it's run in submission the size changes and you're kernel runs Out of Memory\nTry loading it in small batches and writing the submissions one batch at a time"
    },
    {
      "id": 2266211,
      "postDate": "2023-05-19T20:26:23.453Z",
      "content": "<p>I am getting \"Notebook Out of Memory<br>\nYour notebook requested more memory (RAM) than is available.\" error while notebook submission. The notebook is using minimal config(1 epoch, 10 train,2 val data points) and running fine while saving the version. At time of scoring this error is popping up. It would be helpful to know the possible reason for the error, Thanks….</p>\n<p><img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F3846637%2F7eb9808873beb4eb5adb1c7ad6baeea5%2Fss.png?generation=1684527821760224&amp;alt=media\" alt=\"\"></p>\n<p><img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F3846637%2Fb3d2083b1dc565d7030395c221a8dee2%2Fss2.png?generation=1684527895909231&amp;alt=media\" alt=\"\"></p>",
      "rawMarkdown": "I am getting \"Notebook Out of Memory\nYour notebook requested more memory (RAM) than is available.\" error while notebook submission. The notebook is using minimal config(1 epoch, 10 train,2 val data points) and running fine while saving the version. At time of scoring this error is popping up. It would be helpful to know the possible reason for the error, Thanks....\n\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F3846637%2F7eb9808873beb4eb5adb1c7ad6baeea5%2Fss.png?generation=1684527821760224&alt=media)\n\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F3846637%2Fb3d2083b1dc565d7030395c221a8dee2%2Fss2.png?generation=1684527895909231&alt=media)"
    }
  ],
  "comments": [
    {
      "id": 2266238,
      "author_name": "KSMCG90",
      "author_url": "",
      "post_date": "2023-05-19T21:08:58.363000",
      "content": "<p>I am going to guess you're loading a lot of the test set in to memory, so when it's run in submission the size changes and you're kernel runs Out of Memory<br>\nTry loading it in small batches and writing the submissions one batch at a time</p>",
      "votes": 0,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "2266238": "I am going to guess you're loading a lot of the test set in to memory, so when it's run in submission the size changes and you're kernel runs Out of Memory\nTry loading it in small batches and writing the submissions one batch at a time",
    "2266211": "I am getting \"Notebook Out of Memory\nYour notebook requested more memory (RAM) than is available.\" error while notebook submission. The notebook is using minimal config(1 epoch, 10 train,2 val data points) and running fine while saving the version. At time of scoring this error is popping up. It would be helpful to know the possible reason for the error, Thanks....\n\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F3846637%2F7eb9808873beb4eb5adb1c7ad6baeea5%2Fss.png?generation=1684527821760224&alt=media)\n\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F3846637%2Fb3d2083b1dc565d7030395c221a8dee2%2Fss2.png?generation=1684527895909231&alt=media)"
  }
}