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

[qs202310]

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.]

Hello @qs202310 ,

Can you share your model in a .zip file please

 

Have a good day,

Julian

[qs202310]

Hello Julian,

 the model file is attached with this message.

 

QS

[qs202310]

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.]

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