                                        weight=weight * multiplier,
                                        mask_channel=mask_channel)
              channel_idx += 1
  
      def _get_mask_channels(self) -> T.List[int]:
          """ Obtain the channels from the face targets that the masks reside in from the training
          data generator.
  
          Returns
          -------
 
</s> remove     def get_batch(self) -> T.Tuple[T.List[T.List[np.ndarray]], ...]:
 </s> add     def get_batch(self) -> tuple[list[list[np.ndarray]], ...]: </s> remove     def _get_segment_indices(self) -> T.List[int]:
 </s> add     def _get_segment_indices(self) -> list[int]: </s> remove                  if cast(int, self._config[f"{area}_multiplier"]) > 1]
 </s> add                  if T.cast(int, self._config[f"{area}_multiplier"]) > 1] </s> remove     def _get_output_sizes(self, model: "ModelBase") -> List[int]:
 </s> add     def _get_output_sizes(self, model: ModelBase) -> list[int]: </s> remove     def _get_face_mask(self, filename: str, detected_face: DetectedFace) -> Optional[np.ndarray]:
 </s> add     def _get_face_mask(self, filename: str, detected_face: DetectedFace) -> np.ndarray | None:
    def _get_mask_channels(self) -> list[int]:
                                        weight=weight * multiplier,
                                        mask_channel=mask_channel)
              channel_idx += 1
  
    def _get_mask_channels(self) -> list[int]:
          """ Obtain the channels from the face targets that the masks reside in from the training
          data generator.
  
          Returns
          -------
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/train/model/_base/settings.py