          fan_out = np.sqrt(np.prod(shape))
      return fan_in, fan_out
  
  
  class ICNR(initializers.Initializer):  # pylint: disable=invalid-name
      """ ICNR initializer for checkerboard artifact free sub pixel convolution
  
      Parameters
      ----------
      initializer: :class:`keras.initializers.Initializer`
 
</s> remove class ConvolutionAware(initializers.Initializer):
 </s> add class ConvolutionAware(initializers.Initializer):  # pylint: disable=no-member </s> remove     def call(self, inputs, **kwargs):  # pylint:disable=unused-argument
 </s> add     def call(self, inputs, *args, **kwargs): </s> remove         # pylint:disable=too-many-locals
 </s> add         # pylint:disable=too-many-locals,unused-argument
class ICNR(initializers.Initializer):  # pylint: disable=invalid-name,no-member
          fan_out = np.sqrt(np.prod(shape))
      return fan_in, fan_out
  
  
class ICNR(initializers.Initializer):  # pylint: disable=invalid-name,no-member
      """ ICNR initializer for checkerboard artifact free sub pixel convolution
  
      Parameters
      ----------
      initializer: :class:`keras.initializers.Initializer`
keep keep keep keep replace keep keep keep keep keep
 Update code to support Tensorflow versions up to 2.8 (#1213)

* Update maximum tf version in setup + requirements

* - bump max version of tf version in launcher
- standardise tf version check

* update keras get_custom_objects  for tf>2.6

* bugfix: force black text in GUI file dialogs (linux)

* dssim loss - Move to stock tf.ssim function

* Update optimizer imports for compatibility

* fix logging for tf2.8

* Fix GUI graphing for TF2.8

* update tests

* bump requirements.txt versions

* Remove limit on nvidia-ml-py

* Graphing bugfixes
  - Prevent live graph from displaying if data not yet available

* bugfix: Live graph. Collect loss labels correctly

* fix: live graph - swallow inconsistent loss errors

* Bugfix: Prevent live graph from clearing during training

* Fix graphing for AMD 
lib/model/initializers.py