      def decoder_b_fast(self):
          """ DeLight Fast Decoder B(new face) Network  """
          input_ = Input(shape=(4, 4, 1024))
  
          decoder_b_complexity = 512
          mask_complexity = 128
  
          var_xy = input_
  
          var_xy = UpscaleBlock(512, scale_factor=self.upscale_ratio)(var_xy)
 
</s> remove         decoder_b_complexity = 512
 </s> add         dec_b_complexity = 512 </s> remove         decoder_a_complexity = 256
 </s> add         dec_a_complexity = 256 </s> remove         var_xy = UpscaleBlock(512, scale_factor=self.upscale_ratio)(var_xy)
 </s> add         var_xy = UpscaleBlock(512, scale_factor=self.upscale_ratio, activation="leakyrelu")(var_xy) </s> remove         var_xy = Upscale2xBlock(512, scale_factor=self.upscale_ratio, fast=False)(var_xy)

 </s> add         var_xy = Upscale2xBlock(512,
                                scale_factor=self.upscale_ratio,
                                activation="leakyrelu",
                                fast=False)(var_xy) </s> remove         var_x = UpscaleBlock(512)(var_x)
        var_x = UpscaleBlock(256)(var_x)
        var_x = UpscaleBlock(128)(var_x)
        var_x = UpscaleBlock(64)(var_x)
 </s> add         var_x = UpscaleBlock(512, activation="leakyrelu")(var_x)
        var_x = UpscaleBlock(256, activation="leakyrelu")(var_x)
        var_x = UpscaleBlock(128, activation="leakyrelu")(var_x)
        var_x = UpscaleBlock(64, activation="leakyrelu")(var_x)
        dec_b_complexity = 512
      def decoder_b_fast(self):
          """ DeLight Fast Decoder B(new face) Network  """
          input_ = Input(shape=(4, 4, 1024))
  
        dec_b_complexity = 512
          mask_complexity = 128
  
          var_xy = input_
  
          var_xy = UpscaleBlock(512, scale_factor=self.upscale_ratio)(var_xy)
keep keep keep keep replace keep keep keep keep keep
 lib.model - Maintenance
  - Add Depthwise option to Conv Block
  - Add Swish Activation function
  - remove res_block_follows and add_instance_norm_args
  - Add explicit normalization and activation args
  - Add K.resize_images layer
plugins.train.model - Inference creation bugfix 
plugins/train/model/dlight.py