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Thanks @Sagar . One more question please, according to Keras Layers are recursively composable, which means that if we want to assign a layer instance in another layer, then it is recommended creating such sublayers in the __init__() method and leave it to the first __call__() to trigger building their weights. So I followed this recommendation but its not working in my case, so I was wondering why it is not working here ?

Ahmed
– Ahmed

2026-01-13 11:36:07 +00:00
Commented Jan 13 at 11:36
@Ahmed That recommendation assume call() will run but load_model skip the call() method entirely, so your sub-layers never get the signal to create variables. You must build them manually because Keras don't execute your forward pass logic during loading.

Sagar
– Sagar

2026-01-14 05:37:49 +00:00
Commented Jan 14 at 5:37

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