Tilak

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@gadagashwini, I was able to reproduce the issue on tensorflow v2.9 and nightly. As mentioned, on tf v2.4 the code was executing with any error. Kindly find the gist of...

@gowthamkpr, I was able to reproduce the issue on tensorflow v2.8, v2.9 and nightly. Kindly find the gist of it [here](https://colab.research.google.com/gist/tilakrayal/9a286e503192e3d9cb1b8194789f4f47/16685.ipynb).

@maciej3031, Can you please share a reproducible code that supports your statement so that the issue can be easily understood? Thank you!

@gadagashwini , I was able to reproduce the issue in tensorflow v2.8, v2.9 and nightly. Please find the gist of it [here](https://colab.research.google.com/gist/tilakrayal/8bf08dcb481c121f028ca01432bbb1ba/16581.ipynb).

@mazeltovlee , Can you please confirm whether you are able to fetch same result while trying to execute the code.Please find the gist [here](https://colab.research.google.com/gist/tilakrayal/11bed24401a8129a09bf0d85e9ff57f3/16491.ipynb).Thanks!

@mazeltovlee , Can you please share a provide link that supports your statement so that the issue can be easily understood? Thanks!

@gadagashwini , I was able to reproduce the issue in tf v2.7, v2.8 and nightly.Please find the gist of it [here](https://colab.research.google.com/gist/tilakrayal/2d4b7e6870ec0c3de49a2bc22f2e5624/16491-bug.ipynb).

@forics, I was facing a different issue while executing the given code. Kindly find the gist of it [here](https://colab.research.google.com/gist/tilakrayal/feb6b1d38224ba0131d2bc8fea993c6c/untitled595.ipynb). Thank you!

@forics , I was facing a different error while trying to execute the mentioned code. Kindly find the gist of it [here](https://colab.research.google.com/gist/tilakrayal/ad92acc4d472218cec81c86169a9d064/untitled602.ipynb).

@forics, I tried to execute the code changing batch_size to 64 and was able to execute without any error on tensorflow v2.8, where it was failing with a different error....