                                      List[Tuple[str, "PNGHeaderDict"]]]:
          """ Override for specific folder processing """
          raise NotImplementedError()
  
      def process_folder(self) -> Union[Generator[Dict[str, str], None, None],
                                        Generator[Tuple[str, "PNGHeaderDict"], None, None]]:
          """ Override for specific folder processing """
          raise NotImplementedError()
  
      def load_items(self) -> Union[Dict[str, List[int]],
                                    Dict[str, Tuple[str, str]]]:
 
</s> remove     def load_items(self) -> Union[Dict[str, List[int]],
                                  Dict[str, Tuple[str, str]]]:
 </s> add     def load_items(self) -> dict[str, list[int]] | dict[str, tuple[str, str]]: </s> remove     def sorted_items(self) -> Union[List[Dict[str, str]],
                                    List[Tuple[str, "PNGHeaderDict"]]]:
 </s> add     def sorted_items(self) -> list[dict[str, str]] | list[tuple[str, PNGHeaderDict]]: </s> remove     def load_image(self, filename: str) -> "np.ndarray":
 </s> add     def load_image(self, filename: str) -> np.ndarray: </s> remove     def process_folder(self) -> Generator[Tuple[str, "PNGHeaderDict"], None, None]:
 </s> add     def process_folder(self) -> Generator[tuple[str, PNGHeaderDict], None, None]: </s> remove     def _get_vram(self) -> List[int]:
 </s> add     def _get_vram(self) -> list[int]:
    def process_folder(self) -> (Generator[dict[str, str], None, None] |
                                 Generator[tuple[str, PNGHeaderDict], None, None]):
                                      List[Tuple[str, "PNGHeaderDict"]]]:
          """ Override for specific folder processing """
          raise NotImplementedError()
  
    def process_folder(self) -> (Generator[dict[str, str], None, None] |
                                 Generator[tuple[str, PNGHeaderDict], None, None]):
    def process_folder(self) -> (Generator[dict[str, str], None, None] |
                                 Generator[tuple[str, PNGHeaderDict], None, None]):
          """ Override for specific folder processing """
          raise NotImplementedError()
  
      def load_items(self) -> Union[Dict[str, List[int]],
                                    Dict[str, Tuple[str, str]]]:
keep keep keep keep replace 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 
tools/alignments/media.py