              return x
          return block       
      
      
      def upscale(self, filters):
          def block(x):
              x = Conv2D(filters * 4, kernel_size=3, padding='same')(x)
              x = LeakyReLU(0.1)(x)
              x = PixelShuffler()(x)
              return x
 
</s> remove             return x
        return block       
    
 </s> add             return x    
        return block </s> remove     def upscale_sep(self, filters):
 </s> add     def upscale_sep3(self, filters, use_instance_norm=True, **kwargs): </s> remove             x = SeparableConv2D(filters * 4, kernel_size=3, padding='same')(x)
 </s> add             x = Conv2D(filters*4, kernel_size=3, use_bias=False, kernel_initializer=RandomNormal(0, 0.02), padding='same', **kwargs)(x)
            if use_instance_norm:
                x = inst_norm()(x) </s> remove         return block      
    
    def res(self, filters, dilation_rate=1):
        def block(x):
            rb = Conv2D(filters, kernel_size=3, padding="same", dilation_rate=dilation_rate, use_bias=False)(x)
            rb = LeakyReLU(alpha=0.2)(rb)
            rb = Conv2D(filters, kernel_size=3, padding="same", dilation_rate=dilation_rate, use_bias=False)(rb)
            x = add([rb, x])
            x = LeakyReLU(alpha=0.2)(x)
            return x
 </s> add  </s> remove     def conv_sep(self, filters):
 </s> add     def conv_sep3(self, filters, kernel_size=3, strides=2, use_instance_norm=True, **kwargs):
    def upscale(self, filters, **kwargs):
              return x
          return block       
      
      
    def upscale(self, filters, **kwargs):
          def block(x):
              x = Conv2D(filters * 4, kernel_size=3, padding='same')(x)
              x = LeakyReLU(0.1)(x)
              x = PixelShuffler()(x)
              return x
keep keep keep keep replace keep keep keep keep keep
 model update (#417)

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