TypeError: Cannot convert a symbolic Keras input/output to a numpy array when using custom loss taking model internals Tensorflow 2

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I want to implement this article with tensorflow 2 or higher but there is a problem.

The loss of the model is:
L = - Loss + weight_L2 ∗ Loss<


                      
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