  
          logger.trace("Final shape: %s", retval.shape)  # type:ignore
          return retval
  
      def _queue_out_frames(self, batch: T.List[ConvertItem], swapped_faces: np.ndarray) -> None:
          """ Compile the batch back to original frames and put to the Out Queue.
  
          For batching, faces are split away from their frames. This compiles all detected faces
          back to their parent frame before putting each frame to the out queue in batches.
  
 
</s> remove     def finalize(self, batch: BatchType) -> T.Generator[ExtractMedia, None, None]:
 </s> add     def finalize(self, batch: BatchType) -> Generator[ExtractMedia, None, None]: </s> remove     def process_output(self, subbatches: List["AlignerBatch"], batch_masks: np.ndarray) -> None:
 </s> add     def process_output(self, subbatches: list[AlignerBatch], batch_masks: np.ndarray) -> None: </s> remove     def _process_batch(self, batch: T.List[ConvertItem], faces_seen: int):
 </s> add     def _process_batch(self, batch: list[ConvertItem], faces_seen: int): </s> remove         batch.feed = np.array([cast(np.ndarray, feed.face)[..., :3]
 </s> add         batch.feed = np.array([T.cast(np.ndarray, feed.face)[..., :3] </s> remove     def _reload(self, detected_faces: Dict[str, ExtractMedia]) -> None:
 </s> add     def _reload(self, detected_faces: dict[str, ExtractMedia]) -> None:
    def _queue_out_frames(self, batch: list[ConvertItem], swapped_faces: np.ndarray) -> None:
  
          logger.trace("Final shape: %s", retval.shape)  # type:ignore
          return retval
  
    def _queue_out_frames(self, batch: list[ConvertItem], swapped_faces: np.ndarray) -> None:
          """ Compile the batch back to original frames and put to the Out Queue.
  
          For batching, faces are split away from their frames. This compiles all detected faces
          back to their parent frame before putting each frame to the out queue in batches.
  
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 
scripts/convert.py