          detected_face: :class:`lib.align.DetectedFace`
              The detected face object that holds the masks
          """
          masks = [(self._get_face_mask(filename, detected_face))]
          for area in get_args(Literal["eye", "mouth"]):
              masks.append(self._get_localized_mask(filename, detected_face, area))
  
          detected_face.store_training_masks(masks, delete_masks=True)
          logger.trace("Stored masks for filename: %s)", filename)  # type: ignore
  
 
</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: </s> remove                         detected_faces: List[DetectedFace]) -> List[DetectedFace]:
 </s> add                         detected_faces: list[DetectedFace]) -> list[DetectedFace]: </s> remove                           area: Literal["eye", "face", "mouth"],
 </s> add                           area: T.Literal["eye", "face", "mouth"], </s> remove         retval: List[np.ndarray] = []
        filtered_landmarks: List[np.ndarray] = []
 </s> add         retval: list[np.ndarray] = []
        filtered_landmarks: list[np.ndarray] = []
        for area in T.get_args(T.Literal["eye", "mouth"]):
          detected_face: :class:`lib.align.DetectedFace`
              The detected face object that holds the masks
          """
          masks = [(self._get_face_mask(filename, detected_face))]
        for area in T.get_args(T.Literal["eye", "mouth"]):
              masks.append(self._get_localized_mask(filename, detected_face, area))
  
          detected_face.store_training_masks(masks, delete_masks=True)
          logger.trace("Stored masks for filename: %s)", filename)  # type: ignore
  
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 
lib/training/cache.py