          encoder_b = encoder(inputs[1])
  
          outputs = [self.decoder_a()(encoder_a), self.decoder_b()(encoder_b)]
  
          autoencoder = KerasModel(inputs, outputs, name=self.model_name)
          return autoencoder
  
      def encoder(self):
          """ RealFace Encoder Network """
          input_ = Input(shape=self.input_shape)
 
</s> remove         autoencoder = KerasModel(inputs, outputs, name=self.model_name)
 </s> add         autoencoder = KModel(inputs, outputs, name=self.model_name) </s> remove         autoencoder = KerasModel(inputs, outputs, name=self.model_name)
 </s> add         autoencoder = KModel(inputs, outputs, name=self.model_name) </s> remove         autoencoder = KerasModel(inputs, outputs, name=self.model_name)
 </s> add         autoencoder = KModel(inputs, outputs, name=self.model_name) </s> remove         autoencoder = KerasModel(inputs, outputs, name=self.model_name)
 </s> add         autoencoder = KModel(inputs, outputs, name=self.model_name)
 </s> remove         autoencoder = KerasModel(inputs,
                                 outputs,
                                 name=self.model_name)
 </s> add         autoencoder = KModel(inputs, outputs, name=self.model_name)
        autoencoder = KModel(inputs, outputs, name=self.model_name)
          encoder_b = encoder(inputs[1])
  
          outputs = [self.decoder_a()(encoder_a), self.decoder_b()(encoder_b)]
  
        autoencoder = KModel(inputs, outputs, name=self.model_name)
          return autoencoder
  
      def encoder(self):
          """ RealFace Encoder Network """
          input_ = Input(shape=self.input_shape)
keep keep keep keep replace keep keep keep keep keep
 Remove plaidML support (#1325)

* Remove PlaidML reference from readme files

* Remove AMD option from installers

* remove amd requirements and update setup.py

* remove plaidml test from CI workflow

* gpustats: remove plaidml backend

* plaid removals:
  - faceswap.py - python version check
  - setup.cfg - plaidml typing ignore
  - lib.keras_utils - All plaid code
  - lib.launcher.py - All plaidml checks and configuration

* remove tf2.2 specific code from GUI event reader

* lib.model - remove all plaidml implementations

* plugins.extract - remove plaidml code

* plugins.train remove plaidml code

* lib.convert - remove plaidml code

* tools.model: remove plaidml code

* Remove plaidML tests from unit tests

* remove plaidml_utils and docsting cleanups

* Remove plaidML refs from configs

* fix keras imports 
plugins/train/model/realface.py