          Parameters
          ----------
          inputs: tensor
              Input tensor, or list/tuple of input tensors
          kwargs: dict
              Additional standard keras Layer keyword arguments
  
          Returns
 
</s> remove             Additional keyword arguments
 </s> add             Additional standard keras Layer keyword arguments </s> remove             Additional keyword arguments
 </s> add             Additional standard keras Layer keyword arguments
        args: tuple
            Additional standard keras Layer arguments
          Parameters
          ----------
          inputs: tensor
              Input tensor, or list/tuple of input tensors
        args: tuple
            Additional standard keras Layer arguments
          kwargs: dict
              Additional standard keras Layer keyword arguments
  
          Returns
keep keep keep add 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