{
  "id": 209594,
  "title": "TPU Experts: Commit vs Run All?",
  "url": "/competitions/cassava-leaf-disease-classification/discussion/209594",
  "author_name": "Bartley",
  "post_date": "2021-01-08T01:07:04.843000",
  "votes": 3,
  "comment_count": 0,
  "views": 0,
  "content": "<p>Is there a difference between TPU commit and TPU run all?</p>\n<p>In TPU commit my training notebook always gets stuck before the first epoch and says this message for hours:</p>\n<p><code>2021-01-08 00:28:59.042056: I tensorflow/core/kernels/data/shuffle_dataset_op.cc:221] Shuffle Buffer Filled.</code></p>\n<p>When I activate TPU and click Run all the notebook runs through completely in &lt;20mins?</p>\n<p><a href=\"https://www.kaggle.com/brendanartley/cld-training-on-tpu?scriptVersionId=51364810\" target=\"_blank\">CLD Training on TPU Notebook</a></p>\n<p>Is this normal behaviour for committing a notebook with the TPU accelerator?</p>\n<p>Thanks,<br>\nBrendan</p>",
  "messages": [
    {
      "id": 1143608,
      "postDate": "2021-01-08T01:07:04.843Z",
      "content": "<p>Is there a difference between TPU commit and TPU run all?</p>\n<p>In TPU commit my training notebook always gets stuck before the first epoch and says this message for hours:</p>\n<p><code>2021-01-08 00:28:59.042056: I tensorflow/core/kernels/data/shuffle_dataset_op.cc:221] Shuffle Buffer Filled.</code></p>\n<p>When I activate TPU and click Run all the notebook runs through completely in &lt;20mins?</p>\n<p><a href=\"https://www.kaggle.com/brendanartley/cld-training-on-tpu?scriptVersionId=51364810\" target=\"_blank\">CLD Training on TPU Notebook</a></p>\n<p>Is this normal behaviour for committing a notebook with the TPU accelerator?</p>\n<p>Thanks,<br>\nBrendan</p>",
      "rawMarkdown": "Is there a difference between TPU commit and TPU run all?\n\nIn TPU commit my training notebook always gets stuck before the first epoch and says this message for hours:\n\n`2021-01-08 00:28:59.042056: I tensorflow/core/kernels/data/shuffle_dataset_op.cc:221] Shuffle Buffer Filled.`\n\nWhen I activate TPU and click Run all the notebook runs through completely in <20mins?\n\n[CLD Training on TPU Notebook](https://www.kaggle.com/brendanartley/cld-training-on-tpu?scriptVersionId=51364810)\n\nIs this normal behaviour for committing a notebook with the TPU accelerator?\n\nThanks,\nBrendan",
      "votes": 3
    }
  ],
  "comments": [],
  "raw_markdown_by_id": {
    "1143608": "Is there a difference between TPU commit and TPU run all?\n\nIn TPU commit my training notebook always gets stuck before the first epoch and says this message for hours:\n\n`2021-01-08 00:28:59.042056: I tensorflow/core/kernels/data/shuffle_dataset_op.cc:221] Shuffle Buffer Filled.`\n\nWhen I activate TPU and click Run all the notebook runs through completely in <20mins?\n\n[CLD Training on TPU Notebook](https://www.kaggle.com/brendanartley/cld-training-on-tpu?scriptVersionId=51364810)\n\nIs this normal behaviour for committing a notebook with the TPU accelerator?\n\nThanks,\nBrendan"
  }
}