              logger.debug("Switching to phase: %s", self._current_phase)
  
      # <<< INTERNAL METHODS >>> #
      @property
      def _parallel_scaling(self) -> Dict[int, float]:
          """ dict: key is number of parallel plugins being loaded, value is the scaling factor that
          the total base vram for those plugins should be scaled by
  
          Notes
          -----
 
</s> remove     def _get_active_devices(self) -> List[int]:
 </s> add     def _get_active_devices(self) -> list[int]: </s> remove                    git_model_id: Optional[int],
                   model_filename: Optional[Union[str, List[str]]]
                   ) -> Optional[Union[str, List[str]]]:
 </s> add                    git_model_id: int | None,
                   model_filename: str | list[str] | None) -> str | list[str] | None: </s> remove     def get_batch(self, queue: "Queue") -> Tuple[bool, BatchType]:
 </s> add     def get_batch(self, queue: Queue) -> tuple[bool, BatchType]: </s> remove     def _remove_zero_sized_faces(self, batch_faces: List[List[DetectedFace]]
                                 ) -> List[List[DetectedFace]]:
 </s> add     def _remove_zero_sized_faces(self, batch_faces: list[list[DetectedFace]]
                                 ) -> list[list[DetectedFace]]: </s> remove     def _vram_per_phase(self) -> Dict[str, float]:
 </s> add     def _vram_per_phase(self) -> dict[str, float]:
    def _parallel_scaling(self) -> dict[int, float]:
              logger.debug("Switching to phase: %s", self._current_phase)
  
      # <<< INTERNAL METHODS >>> #
      @property
    def _parallel_scaling(self) -> dict[int, float]:
          """ dict: key is number of parallel plugins being loaded, value is the scaling factor that
          the total base vram for those plugins should be scaled by
  
          Notes
          -----
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/pipeline.py