          x = self.upscale_inst_norm(256)(x)
          x = self.upscale_inst_norm(self.IMAGE_SHAPE[0])(x)
          
          x = Conv2D(3, kernel_size=5, padding='same', activation='sigmoid')(x)
          
          return KerasModel(inpt, x)    
  
  
      def save_weights(self):        
          model_dir = str(self.model_dir)
          
 
</s> remove     
    
    def Decoder_shaoanlu(self):       
        decoder_shape = self.IMAGE_SHAPE[0]//8        
 </s> add     def Decoder_shaoanlu(self):
        decoder_shape = self.IMAGE_SHAPE[0]//8 </s> remove             return x    
        return block 
        
 </s> add             return x
        return block
 </s> remove         x = self.conv_inst_norm(1024)(x)        
        
        dense_shape = self.IMAGE_SHAPE[0] // 16         
 </s> add         x = self.conv_inst_norm(1024)(x)

        dense_shape = self.IMAGE_SHAPE[0] // 16 </s> remove         
        dense_shape = self.IMAGE_SHAPE[0] // 16         
 </s> add         dense_shape = self.IMAGE_SHAPE[0] // 16 </s> remove     def Decoder_original(self):       
        decoder_shape = self.IMAGE_SHAPE[0]//8        
 </s> add     def Decoder_original(self):
        decoder_shape = self.IMAGE_SHAPE[0]//8
        return KerasModel(inpt, x)
          x = self.upscale_inst_norm(256)(x)
          x = self.upscale_inst_norm(self.IMAGE_SHAPE[0])(x)
          
          x = Conv2D(3, kernel_size=5, padding='same', activation='sigmoid')(x)
        return KerasModel(inpt, x)
        return KerasModel(inpt, x)
  
  
      def save_weights(self):        
          model_dir = str(self.model_dir)
          
keep keep keep keep replace replace keep keep keep keep keep
 Logging (#541)

* Convert prints to logger. Further logging improvements. Tidy  up

* Fix system verbosity. Allow SystemExit

* Fix reload extract bug

* Child Traceback handling

* Safer shutdown procedure

* Add shutdown event to queue manager

* landmarks_as_xy > property. GUI notes + linting. Aligner bugfix

* fix FaceFilter. Enable nFilter when no Filter is supplied

* Fix blurry face filter

* Continue on IO error. Better error handling

* Explicitly print stack trace tocrash log

* Windows Multiprocessing bugfix

* Add git info and conda version to crash log

* Windows/Anaconda mp bugfix

* Logging fixes for training 
plugins/model/Model_OriginalHighRes/Model.py