  
          logger.debug("Encoder input set to: %s", retval)
          return retval
  
      def _validate_encoder_architecture(self):
          """ Validate that the requested architecture is a valid choice for the running system
          configuration.
  
          If the selection is not valid, an error is logged and system exits.
          """
 
</s> remove         if get_backend() == "amd" and model.get("no_amd"):
            valid = [k for k, v in _MODEL_MAPPING.items() if not v.get('no_amd')]
 </s> add         if get_backend() == "amd" and model.no_amd:
            valid = [k for k, v in _MODEL_MAPPING.items() if not v.no_amd] </s> remove def _scale_dim(target_resolution, original_dim):
 </s> add def _scale_dim(target_resolution: int, original_dim: int) -> int: </s> remove     def _build_g_blocks(self, inputs):
 </s> add     def _build_g_blocks(
                self,
                inputs: Dict[str, List[keras.models.Model]]
            ) -> Dict[str, Union[List[keras.models.Model], keras.models.Model]]: </s> remove     def _max_nodes(self):
 </s> add     def _max_nodes(self) -> int: </s> remove         Parameters
        ----------
        input_shape: tuple
            The input shape for the model

 </s> add 
    def _validate_encoder_architecture(self) -> None:
  
          logger.debug("Encoder input set to: %s", retval)
          return retval
  
    def _validate_encoder_architecture(self) -> None:
          """ Validate that the requested architecture is a valid choice for the running system
          configuration.
  
          If the selection is not valid, an error is logged and system exits.
          """
keep keep keep keep replace keep keep keep keep keep
 Model updates
- Increase model summary width
- Phaze A updates
  - Update some min/max values
  - Add Decoder Filter Slope Mode
  - Add additional arguments for Upsampling2D
  - Adjust upsampling method for multiple upsamples in FC layers
  - Typing 
plugins/train/model/phaze_a.py