          return retval
  
      def _process_leaf_node(self,
                             current_index: int,
                             current_bin: int) -> List[Tuple[int, int]]:
          """ Process the output when we have hit a leaf node """
          if not self._should_output_bins:
              return [(current_index, 0)]
  
          if current_bin not in self._bins:
 
</s> remove                    current_bin: int = 0) -> List[Tuple[int, int]]:
 </s> add                    current_bin: int = 0) -> list[tuple[int, int]]: </s> remove     def strategy_scope(self) -> T.ContextManager:
 </s> add     def strategy_scope(self) -> ContextManager: </s> remove     def output_shapes(self) -> T.List[T.Tuple[None, int, int, int]]:
 </s> add     def output_shapes(self) -> list[tuple[None, int, int, int]]: </s> remove     def __call__(self) -> List[Tuple[int, int]]:
 </s> add     def __call__(self) -> list[tuple[int, int]]: </s> remove     def input_shapes(self) -> T.List[T.Tuple[None, int, int, int]]:
 </s> add     def input_shapes(self) -> list[tuple[None, int, int, int]]:
                           current_bin: int) -> list[tuple[int, int]]:
          return retval
  
      def _process_leaf_node(self,
                             current_index: int,
                           current_bin: int) -> list[tuple[int, int]]:
          """ Process the output when we have hit a leaf node """
          if not self._should_output_bins:
              return [(current_index, 0)]
  
          if current_bin not in self._bins:
keep keep keep keep replace keep keep keep keep keep
 Rebase code (#1326)

* Remove tensorflow_probability requirement

* setup.py - fix progress bars

* requirements.txt: Remove pre python 3.9 packages

* update apple requirements.txt

* update INSTALL.md

* Remove python<3.9 code

* setup.py - fix Windows Installer

* typing: python3.9 compliant

* Update pytest and readthedocs python versions

* typing fixes

* Python Version updates
  - Reduce max version to 3.10
  - Default to 3.10 in installers
  - Remove incompatible 3.11 tests

* Update dependencies

* Downgrade imageio dep for Windows

* typing: merge optional unions and fixes

* Updates
  - min python version 3.10
  - typing to python 3.10 spec
  - remove pre-tf2.10 code
  - Add conda tests

* train: re-enable optimizer saving

* Update dockerfiles

* Update setup.py
  - Apple Conda deps to setup.py
  - Better Cuda + dependency handling

* bugfix: Patch logging to prevent Autograph errors

* Update dockerfiles

* Setup.py - Setup.py - stdout to utf-8

* Add more OSes to github Actions

* suppress mac-os end to end test 
plugins/extract/recognition/vgg_face2.py