                                                  True,
                                                  batch_size=batchsize).minibatch_ab()
          return retval
  
      def get_batch(self) -> T.Tuple[T.List[T.List[np.ndarray]], ...]:
          """ Get the feed data and the targets for each training side for feeding into the model's
          train function.
  
          Returns
          -------
 
</s> remove     def _get_mask_channels(self) -> T.List[int]:
 </s> add     def _get_mask_channels(self) -> list[int]: </s> remove                       detected_faces: List[DetectedFace],
 </s> add                       detected_faces: list[DetectedFace], </s> remove     def get_batch(self) -> "AlignerBatch":
 </s> add     def get_batch(self) -> AlignerBatch: </s> remove                       filenames: List[str],
 </s> add                       filenames: list[str], </s> remove     def _filename_multi(self) -> Tuple[str, ...]:
 </s> add     def _filename_multi(self) -> tuple[str, ...]:
    def get_batch(self) -> tuple[list[list[np.ndarray]], ...]:
                                                  True,
                                                  batch_size=batchsize).minibatch_ab()
          return retval
  
    def get_batch(self) -> tuple[list[list[np.ndarray]], ...]:
          """ Get the feed data and the targets for each training side for feeding into the model's
          train function.
  
          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/trainer/_base.py