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I have tested the "ResNet" block and it works fine, but when I call it in the model class, it somehow it does not work properly? Is it related to the model definition?

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In your code by default training=False, set training=True it will work right.

Also, since you are already subclassing keras.Model you don't need to again call keras.Model. Remove the model() method, pass the input directly to call() method by setting training=True.

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  • $\begingroup$ Thank you sbp. it works now with training=True ... Actually the model function, it is useful for "model.summary()", otherwise, i can not visualiz the schema of my model. $\endgroup$
    – Olfa2
    Commented May 29, 2021 at 16:53

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