      
      @property
      def model_name(self):
          try:
              return self._model_nomen
          except AttributeError:
              self._model_nomen = self._model_nomen = os.path.split(os.path.dirname(__file__))[1].replace("Model_", "")            
          return self._model_nomen
               
      
 
</s> remove             self._model_nomen = self._model_nomen = os.path.split(os.path.dirname(__file__))[1].replace("Model_", "")            
        return self._model_nomen
 </s> add             self._model_name = os.path.split(os.path.dirname(__file__))[1].replace("Model_", "")            
        return self._model_name </s> remove class Encoders():
    REGULAR = 'v2' # high memory consumption encoder
    NEW_SLIM = 'v3' # slightly lighter on resources and taining speed is faster
 </s> add conv_init = RandomNormal(0, 0.02)



def inst_norm():
    return InstanceNormalization() </s> remove             print('Failed loading existing training data.')
            print(e)
 </s> add             print('Failed loading existing training data.', e) </s> remove             x = SeparableConv2D(filters, kernel_size=4, strides=2, padding='same')(x)        
            x = LeakyReLU(0.1)(x)
            return x
        return block
    
    def conv_sep_v3(self, filters, kernel_size=4, strides=2):
        def block(x):
            x = SeparableConv2D(filters, kernel_size=kernel_size, strides=strides, padding="same")(x)
 </s> add             x = SeparableConv2D(filters, kernel_size=kernel_size, strides=strides, kernel_initializer=conv_init, padding='same', **kwargs)(x)        
            if use_instance_norm:
                x = inst_norm()(x) </s> remove             return x
        return block       
    
 </s> add             return x    
        return block
            return self._model_name
      
      @property
      def model_name(self):
          try:
            return self._model_name
          except AttributeError:
              self._model_nomen = self._model_nomen = os.path.split(os.path.dirname(__file__))[1].replace("Model_", "")            
          return self._model_nomen
               
      
keep keep keep keep replace keep keep keep keep keep
 model update (#417)

New, functional Original 128 model 
plugins/Model_OriginalHighRes/Model.py