                  var_x = UpscaleBlocks(self._side,
                                        self._config,
                                        layer_indicies=(0, num_upscales))(var_x)
  
          return KerasModel(input_, var_x, name=f"fc_{self._side}")
  
  
  class UpscaleBlocks():  # pylint: disable=too-few-public-methods
      """ Obtain a block of upscalers.
  
 
</s> remove         return KerasModel(self._inputs, var_x, name=f"g_block_{self._side}")
 </s> add         return KModel(self._inputs, var_x, name=f"g_block_{self._side}") </s> remove         return KerasModel(input_, var_x, name="encoder")
 </s> add         return KModel(input_, var_x, name="encoder") </s> remove         return KerasModel(input_, var_x, name="encoder")
 </s> add         return KModel(input_, var_x, name="encoder")
 </s> remove         return KerasModel(input_, var_x, name="encoder")
 </s> add         return KModel(input_, var_x, name="encoder") </s> remove         return KerasModel(input_, var_x, name="encoder_df")
 </s> add         return KModel(input_, var_x, name="encoder_df")
        return KModel(input_, var_x, name=f"fc_{self._side}")
                  var_x = UpscaleBlocks(self._side,
                                        self._config,
                                        layer_indicies=(0, num_upscales))(var_x)
  
        return KModel(input_, var_x, name=f"fc_{self._side}")
  
  
  class UpscaleBlocks():  # pylint: disable=too-few-public-methods
      """ Obtain a block of upscalers.
  
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/phaze_a.py