  
  class GlobalStdDevPooling2D(_GlobalPooling2D):
      """Global standard deviation pooling operation for spatial data. """
  
      def call(self, inputs, **kwargs):
          """This is where the layer's logic lives.
  
          Parameters
          ----------
          inputs: tensor
 
</s> remove     def call(self, inputs, **kwargs):
 </s> add     def call(self, inputs, *args, **kwargs): </s> remove     def call(self, inputs, **kwargs):  # pylint:disable=unused-argument
 </s> add     def call(self, inputs, *args, **kwargs): </s> remove     def call(self, inputs, **kwargs):  # pylint:disable=unused-argument
 </s> add     def call(self, inputs, *args, **kwargs): </s> remove         super(L2_normalize, self).__init__(**kwargs)
 </s> add         super().__init__(**kwargs) </s> remove     def call(self, inputs, **kwargs):  # pylint:disable=unused-argument
 </s> add     def call(self, inputs, *args, **kwargs):
    def call(self, inputs, *args, **kwargs):
  
  class GlobalStdDevPooling2D(_GlobalPooling2D):
      """Global standard deviation pooling operation for spatial data. """
  
    def call(self, inputs, *args, **kwargs):
          """This is where the layer's logic lives.
  
          Parameters
          ----------
          inputs: tensor
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/layers.py