{
  "id": 161585,
  "title": "[HELP NEEDED] TF Custom Training Loop on TPU",
  "url": "/competitions/alaska2-image-steganalysis/discussion/161585",
  "author_name": "Urvish",
  "post_date": "2020-06-25T10:24:42.560000",
  "votes": 1,
  "comment_count": 0,
  "views": 0,
  "content": "<p>Hi everyone, \nI started in this competition recently and wanted to try out if I can use TPU efficiently to train on data in less time. Inspired by this kernel <a href=\"https://www.kaggle.com/mgornergoogle/custom-training-loop-with-100-flowers-on-tpu\">https://www.kaggle.com/mgornergoogle/custom-training-loop-with-100-flowers-on-tpu</a> I created something more or less like it. But, unfortunately, I am not able to run it and it gets freeze even before running for some steps. I am not sure what is the issue here. I can not figure out what is the issue here as it is not logging anything. </p>\n\n<p>Here is my notebook, please help me to figure out what is issue here. <a href=\"https://www.kaggle.com/urvishp80/tf-tpu-custom-training?scriptVersionId=37394851\">https://www.kaggle.com/urvishp80/tf-tpu-custom-training?scriptVersionId=37394851</a></p>\n\n<p>I have not given proper credit to the original author or the sources I used to create it, but once it starts working fine I will do that and keep it as public. </p>\n\n<p>Thanks in advance. </p>",
  "messages": [
    {
      "id": 901229,
      "postDate": "2020-06-25T10:24:42.560Z",
      "content": "<p>Hi everyone, \nI started in this competition recently and wanted to try out if I can use TPU efficiently to train on data in less time. Inspired by this kernel <a href=\"https://www.kaggle.com/mgornergoogle/custom-training-loop-with-100-flowers-on-tpu\">https://www.kaggle.com/mgornergoogle/custom-training-loop-with-100-flowers-on-tpu</a> I created something more or less like it. But, unfortunately, I am not able to run it and it gets freeze even before running for some steps. I am not sure what is the issue here. I can not figure out what is the issue here as it is not logging anything. </p>\n\n<p>Here is my notebook, please help me to figure out what is issue here. <a href=\"https://www.kaggle.com/urvishp80/tf-tpu-custom-training?scriptVersionId=37394851\">https://www.kaggle.com/urvishp80/tf-tpu-custom-training?scriptVersionId=37394851</a></p>\n\n<p>I have not given proper credit to the original author or the sources I used to create it, but once it starts working fine I will do that and keep it as public. </p>\n\n<p>Thanks in advance. </p>",
      "rawMarkdown": "Hi everyone, \nI started in this competition recently and wanted to try out if I can use TPU efficiently to train on data in less time. Inspired by this kernel [https://www.kaggle.com/mgornergoogle/custom-training-loop-with-100-flowers-on-tpu](https://www.kaggle.com/mgornergoogle/custom-training-loop-with-100-flowers-on-tpu) I created something more or less like it. But, unfortunately, I am not able to run it and it gets freeze even before running for some steps. I am not sure what is the issue here. I can not figure out what is the issue here as it is not logging anything. \n\nHere is my notebook, please help me to figure out what is issue here. [https://www.kaggle.com/urvishp80/tf-tpu-custom-training?scriptVersionId=37394851](https://www.kaggle.com/urvishp80/tf-tpu-custom-training?scriptVersionId=37394851)\n\nI have not given proper credit to the original author or the sources I used to create it, but once it starts working fine I will do that and keep it as public. \n\nThanks in advance. ",
      "votes": 1
    }
  ],
  "comments": [],
  "raw_markdown_by_id": {
    "901229": "Hi everyone, \nI started in this competition recently and wanted to try out if I can use TPU efficiently to train on data in less time. Inspired by this kernel [https://www.kaggle.com/mgornergoogle/custom-training-loop-with-100-flowers-on-tpu](https://www.kaggle.com/mgornergoogle/custom-training-loop-with-100-flowers-on-tpu) I created something more or less like it. But, unfortunately, I am not able to run it and it gets freeze even before running for some steps. I am not sure what is the issue here. I can not figure out what is the issue here as it is not logging anything. \n\nHere is my notebook, please help me to figure out what is issue here. [https://www.kaggle.com/urvishp80/tf-tpu-custom-training?scriptVersionId=37394851](https://www.kaggle.com/urvishp80/tf-tpu-custom-training?scriptVersionId=37394851)\n\nI have not given proper credit to the original author or the sources I used to create it, but once it starts working fine I will do that and keep it as public. \n\nThanks in advance. "
  }
}