error deserializing class "inputLayer" Exception encountered: Unrecognized keyword arguments:["batch_shape"]]

qs202310 · ‎2025-02-07

I have useed TensorFlow Version 2.18.0 and keras version 3.8.0 to design and train GRU Model. The GRU model was analysed with X-Cube-AI 10.0.0. The error results are in the picture above.

Please help me sort the problem. Thanks.

Julian E. · ‎2025-02-07

Hello @qs202310 ,

Can you share your model in a .zip file please

Have a good day,

Julian

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qs202310 · ‎2025-02-08

Hello Julian,

the model file is attached with this message.

QS

qs202310 · ‎2025-02-09

The issue has been sorted out by using the model in .tflite format. I do not know yet why do the .h5 & .hdf5 format have the issue.

QS

Julian E. · ‎2025-02-10

Hello @qs202310,

Nice, thanks for your comment.

Your input size for the original model is [None,20,9], sometimes it creates errors.

Can you share your quantized model please? With the ST tool, I get errors when trying to quantize the model.

I would like to see what you've done.

Have a good day,

Julian

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