  #!/usr/bin/env python3
  """ Custom Layers for faceswap.py
      Layers from:
          the original https://www.reddit.com/r/deepfakes/ code sample + contribs
          shoanlu GAN: https://github.com/shaoanlu/faceswap-GAN"""
  
  from __future__ import absolute_import
  
  import sys
  import inspect
 
</s> remove """ Neural Network Blocks for faceswap.py
    Blocks from:
        the original https://www.reddit.com/r/deepfakes/ code sample + contribs
        dfaker: https://github.com/dfaker/df
        shoanlu GAN: https://github.com/shaoanlu/faceswap-GAN"""
 </s> add """ Neural Network Blocks for faceswap.py. """ </s> remove """ Custom Loss Functions for faceswap.py
    Losses from:
        keras.contrib
        dfaker: https://github.com/dfaker/df
        shoanlu GAN: https://github.com/shaoanlu/faceswap-GAN"""
 </s> add """ Custom Loss Functions for faceswap.py """ </s> remove """ Normaliztion methods for faceswap.py
    Code from:
        shoanlu GAN: https://github.com/shaoanlu/faceswap-GAN"""
 </s> add """ Normalization methods for faceswap.py. """ </s> remove import tensorflow as tf
import keras.backend as K
 </s> add  </s> remove from keras.layers import (add, Add, BatchNormalization, concatenate, Lambda, regularizers,
                          Permute, Reshape, SeparableConv2D, Softmax, UpSampling2D)
 </s> add from keras.layers import Add, SeparableConv2D
""" Custom Layers for faceswap.py. """
  #!/usr/bin/env python3
""" Custom Layers for faceswap.py. """
""" Custom Layers for faceswap.py. """
""" Custom Layers for faceswap.py. """
""" Custom Layers for faceswap.py. """
  
  from __future__ import absolute_import
  
  import sys
  import inspect
keep replace replace replace replace keep keep keep keep keep
 Simple backend unit tests (#1020)

* Add simple backend tests for lib.model
* Document lib.model
* Fix GMSD Loss for AMD
* Remove obsolete code from lib.model 
lib/model/layers.py