{
  "id": 429705,
  "title": "Model contains tf.keras.layers.GRU error 'Submission Scoring Error 'when submitting model",
  "url": "/competitions/asl-fingerspelling/discussion/429705",
  "author_name": "StarxSky",
  "post_date": "2023-08-07T01:14:23.823000",
  "votes": 0,
  "comment_count": 3,
  "views": 0,
  "content": "<p>My original model can reason normally after submission, but when I add the tf.keras. GRU layer to the model and submit the model, it shows  <strong>Submission Scoring Error</strong> ， but my model can reason normally locally. How to solve this error?<br>\nThanks!!</p>",
  "messages": [
    {
      "id": 2383765,
      "postDate": "2023-08-10T14:52:19.987Z",
      "content": "<p>maybe you can try adding following additional option to your tflite converter.</p>\n<p><code>converter._experimental_default_to_single_batch_in_tensor_list_ops = True</code></p>\n<p>see <a href=\"https://github.com/tensorflow/tensorflow/issues/53101\" target=\"_blank\">https://github.com/tensorflow/tensorflow/issues/53101</a> for more details. Hope this helps.</p>",
      "rawMarkdown": "maybe you can try adding following additional option to your tflite converter.\n\n`converter._experimental_default_to_single_batch_in_tensor_list_ops = True`\n\nsee https://github.com/tensorflow/tensorflow/issues/53101 for more details. Hope this helps.",
      "votes": 2,
      "replies": [
        {
          "id": 2385755,
          "postDate": "2023-08-11T14:26:23.057Z",
          "content": "<p>ok, l will try.<br>\nthanks! 😀</p>",
          "rawMarkdown": "ok, l will try.\nthanks! 😀"
        },
        {
          "id": 2385789,
          "postDate": "2023-08-11T14:53:38.110Z",
          "content": "<p>Hello, I have a question: Why can the conversion be successful in this <a href=\"https://www.kaggle.com/code/saidineshpola/aslfr-ctc-based-on-prev-comp-1st-place?scriptVersionId=138191799\" target=\"_blank\">notebook</a>? And it is also rated normally after submission?<br>\nThanks!!</p>",
          "rawMarkdown": "Hello, I have a question: Why can the conversion be successful in this [notebook](https://www.kaggle.com/code/saidineshpola/aslfr-ctc-based-on-prev-comp-1st-place?scriptVersionId=138191799)? And it is also rated normally after submission?\nThanks!!"
        }
      ]
    },
    {
      "id": 2377113,
      "postDate": "2023-08-07T01:14:23.823Z",
      "content": "<p>My original model can reason normally after submission, but when I add the tf.keras. GRU layer to the model and submit the model, it shows  <strong>Submission Scoring Error</strong> ， but my model can reason normally locally. How to solve this error?<br>\nThanks!!</p>",
      "rawMarkdown": "My original model can reason normally after submission, but when I add the tf.keras. GRU layer to the model and submit the model, it shows  **Submission Scoring Error** ， but my model can reason normally locally. How to solve this error?\nThanks!!"
    }
  ],
  "comments": [
    {
      "id": 2383765,
      "author_name": "hoyso48",
      "author_url": "",
      "post_date": "2023-08-10T14:52:19.987000",
      "content": "<p>maybe you can try adding following additional option to your tflite converter.</p>\n<p><code>converter._experimental_default_to_single_batch_in_tensor_list_ops = True</code></p>\n<p>see <a href=\"https://github.com/tensorflow/tensorflow/issues/53101\" target=\"_blank\">https://github.com/tensorflow/tensorflow/issues/53101</a> for more details. Hope this helps.</p>",
      "votes": 2,
      "replies": [
        {
          "id": 2385755,
          "author_name": "StarxSky",
          "author_url": "",
          "post_date": "2023-08-11T14:26:23.057000",
          "content": "<p>ok, l will try.<br>\nthanks! 😀</p>",
          "votes": 0,
          "replies": []
        },
        {
          "id": 2385789,
          "author_name": "StarxSky",
          "author_url": "",
          "post_date": "2023-08-11T14:53:38.110000",
          "content": "<p>Hello, I have a question: Why can the conversion be successful in this <a href=\"https://www.kaggle.com/code/saidineshpola/aslfr-ctc-based-on-prev-comp-1st-place?scriptVersionId=138191799\" target=\"_blank\">notebook</a>? And it is also rated normally after submission?<br>\nThanks!!</p>",
          "votes": 0,
          "replies": []
        }
      ]
    }
  ],
  "raw_markdown_by_id": {
    "2383765": "maybe you can try adding following additional option to your tflite converter.\n\n`converter._experimental_default_to_single_batch_in_tensor_list_ops = True`\n\nsee https://github.com/tensorflow/tensorflow/issues/53101 for more details. Hope this helps.",
    "2377113": "My original model can reason normally after submission, but when I add the tf.keras. GRU layer to the model and submit the model, it shows  **Submission Scoring Error** ， but my model can reason normally locally. How to solve this error?\nThanks!!"
  }
}