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encoder,decoder and context all compiled

Hi,
thanks for your code and sharing. May i ask you one question?

Why did you compile all for encoder, decoder and context? showed in the following code.
encoder_model = hred.model_compile(encoder_model)
decoder_model = hred.model_compile(decoder_model)
context = hred.model_compile(context)

Because as my understanding, we just only compile the entire model, like this:
final_model = hred.build_final_model(encoder_model, decoder_model,context)
final_model = hred.model_compile(final_model)

So could you help me to explain this?

Thanks in advance!

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