ptrblck:

model.named_parameters()


Thank you !
When I did what you said, the namings are as follow:
encoder.model.0.weight
encoder.model.0.bias
encoder.model.1.weight
encoder.model.1.bias
decoder.model.0.weight
decoder.model.0.bias
decoder.model.1.weight
decoder.model.1.bias

Just to make sure that I got it right, the encoder.model.1.weight encoder.model.1.bias corresponds to  the Relu activation?