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Dobiasd / frugally-deep

A lightweight header-only library for using Keras (TensorFlow) models in C++.
MIT License
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AssertionError: Multiple normalization axes are not supported. #383

Closed lygooi3 closed 1 year ago

lygooi3 commented 1 year ago

Hi, I believe multiple normalization axes is not available in the latest version. Not a new issue. Is it possible to enable it?

My model is using 3 axes normalization on input image.

Error message: File "/home/user/Documents/kerasC/frugally-deep/keras_export/convert_model.py", line 502, in show_normalization_layer assert len(layer.axis) <= 1, "Multiple normalization axes are not supported" AssertionError: Multiple normalization axes are not supported

Affected layer: layers.Normalization(axis=(1,2,3))

Dobiasd commented 1 year ago

Yeah, I did not implement multi-axes normalization, because I did not (yet) fully understand how it works (mathematically). :grimacing:

I'll see what I can do. :mechanic:

lygooi3 commented 1 year ago

Hi, Thank you for your quick response. A mistake from my end, that leads to me looking for another new model to restart my project.

You may drop this request.

Dobiasd commented 1 year ago

Thanks for letting me know. :+1:

Maybe in the future I'll look into multi-axes normalization nonetheless, just out of curiosity. :slightly_smiling_face: