{
  "id": 413952,
  "title": "Model prematurely stopping training",
  "url": "/competitions/google-research-identify-contrails-reduce-global-warming/discussion/413952",
  "author_name": "Pranav Nadimpalli",
  "post_date": "2023-05-30T20:04:06.616000",
  "votes": 1,
  "comment_count": 0,
  "views": 0,
  "content": "<p>Hey  guys for some reason my latest submissions have been stopping training around 15 epochs despite me setting the epochs to 200 hundred. I don't think its  a ram issue because the notebook would stop running entirely but the model randomly stops training and the rest of the cells get executed but I am not sure. here is my notebook. I changed the batch size, and I have a feeling the training and validation steps may be the reason the model is randomly stopping training. Can someone help me figure out the answer to this issue. <a href=\"https://www.kaggle.com/code/pranavnadimpali/comprehensive-eda-submission#WORK-IN-PROGRESS\" target=\"_blank\">https://www.kaggle.com/code/pranavnadimpali/comprehensive-eda-submission#WORK-IN-PROGRESS</a> </p>",
  "messages": [
    {
      "id": 2281366,
      "postDate": "2023-05-30T20:04:06.617Z",
      "content": "<p>Hey  guys for some reason my latest submissions have been stopping training around 15 epochs despite me setting the epochs to 200 hundred. I don't think its  a ram issue because the notebook would stop running entirely but the model randomly stops training and the rest of the cells get executed but I am not sure. here is my notebook. I changed the batch size, and I have a feeling the training and validation steps may be the reason the model is randomly stopping training. Can someone help me figure out the answer to this issue. <a href=\"https://www.kaggle.com/code/pranavnadimpali/comprehensive-eda-submission#WORK-IN-PROGRESS\" target=\"_blank\">https://www.kaggle.com/code/pranavnadimpali/comprehensive-eda-submission#WORK-IN-PROGRESS</a> </p>",
      "rawMarkdown": "Hey  guys for some reason my latest submissions have been stopping training around 15 epochs despite me setting the epochs to 200 hundred. I don't think its  a ram issue because the notebook would stop running entirely but the model randomly stops training and the rest of the cells get executed but I am not sure. here is my notebook. I changed the batch size, and I have a feeling the training and validation steps may be the reason the model is randomly stopping training. Can someone help me figure out the answer to this issue. https://www.kaggle.com/code/pranavnadimpali/comprehensive-eda-submission#WORK-IN-PROGRESS "
    }
  ],
  "comments": [],
  "raw_markdown_by_id": {
    "2281366": "Hey  guys for some reason my latest submissions have been stopping training around 15 epochs despite me setting the epochs to 200 hundred. I don't think its  a ram issue because the notebook would stop running entirely but the model randomly stops training and the rest of the cells get executed but I am not sure. here is my notebook. I changed the batch size, and I have a feeling the training and validation steps may be the reason the model is randomly stopping training. Can someone help me figure out the answer to this issue. https://www.kaggle.com/code/pranavnadimpali/comprehensive-eda-submission#WORK-IN-PROGRESS "
  }
}