          else:
              var_x = UpscaleBlock(decoder_complexity, res_block_follows=True, **kwargs)(var_x)
              var_x = ResidualBlock(decoder_complexity,
                                    kernel_initializer=self.kernel_initializer)(var_x)
              var_x = UpscaleBlock(decoder_complexity, res_block_follows=True, **kwargs)(var_x)
              var_x = ResidualBlock(decoder_complexity,
                                    kernel_initializer=self.kernel_initializer)(var_x)
              var_x = UpscaleBlock(decoder_complexity // 2, res_block_follows=True, **kwargs)(var_x)
              var_x = ResidualBlock(decoder_complexity // 2,
                                    kernel_initializer=self.kernel_initializer)(var_x)
 
</s> remove             var_x = UpscaleBlock(decoder_complexity, res_block_follows=True, **kwargs)(var_x)
 </s> add             var_x = UpscaleBlock(decoder_complexity, activation=None, **kwargs)(var_x) </s> remove             var_x = UpscaleBlock(decoder_complexity // 2, res_block_follows=True, **kwargs)(var_x)
 </s> add             var_x = UpscaleBlock(decoder_complexity // 2, activation=None, **kwargs)(var_x) </s> remove             var_x = UpscaleBlock(decoder_complexity, **kwargs)(var_x)
            var_x = UpscaleBlock(decoder_complexity // 2, **kwargs)(var_x)
            var_x = UpscaleBlock(decoder_complexity // 4, **kwargs)(var_x)
            var_x = UpscaleBlock(decoder_complexity // 8, **kwargs)(var_x)
 </s> add             var_x = UpscaleBlock(decoder_complexity, activation="leakyrelu", **kwargs)(var_x)
            var_x = UpscaleBlock(decoder_complexity // 2, activation="leakyrelu", **kwargs)(var_x)
            var_x = UpscaleBlock(decoder_complexity // 4, activation="leakyrelu", **kwargs)(var_x)
            var_x = UpscaleBlock(decoder_complexity // 8, activation="leakyrelu", **kwargs)(var_x) </s> remove             var_x = UpscaleBlock(decoder_complexity // 4, **kwargs)(var_x)
 </s> add             var_x = UpscaleBlock(decoder_complexity // 4, activation="leakyrelu", **kwargs)(var_x) </s> remove         var_x = UpscaleBlock(decoder_complexity, **kwargs)(var_x)
 </s> add         var_x = UpscaleBlock(decoder_complexity, activation="leakyrelu", **kwargs)(var_x)
            var_x = UpscaleBlock(decoder_complexity, activation=None, **kwargs)(var_x)
          else:
              var_x = UpscaleBlock(decoder_complexity, res_block_follows=True, **kwargs)(var_x)
              var_x = ResidualBlock(decoder_complexity,
                                    kernel_initializer=self.kernel_initializer)(var_x)
            var_x = UpscaleBlock(decoder_complexity, activation=None, **kwargs)(var_x)
              var_x = ResidualBlock(decoder_complexity,
                                    kernel_initializer=self.kernel_initializer)(var_x)
              var_x = UpscaleBlock(decoder_complexity // 2, res_block_follows=True, **kwargs)(var_x)
              var_x = ResidualBlock(decoder_complexity // 2,
                                    kernel_initializer=self.kernel_initializer)(var_x)
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/unbalanced.py