Keras rename model and layers

Question

1) I try to rename a model and the layers in Keras with TF backend, since I am using multiple models in one script. Class Model seem to have the property model.name, but whe

Answer 1

To rename a keras model in TF2.2.0:

model._name = "newname"

I have no idea if this is a bad idea - they don't seem to want you to do it, but it does work. To confirm, call model.summary() and you should see the new name.

Answer 2

To change only one layer name in a model you can use the following lines:

my_model.layers[0]._name = 'my_new_name_for_the_first_layer'
my_model.layers[1]._name = 'my_new_name_for_the_second_layer'
my_model.layers[-1]._name = 'my_new_name_for_the_last_layer'