          """
          vram_buffer = 256  # Leave a buffer for VRAM allocation
          gpu_stats = GPUStats()
          stats = gpu_stats.get_card_most_free()
          retval: Dict[str, Union[int, str]] = {"count": gpu_stats.device_count,
                                                "device": stats.device,
                                                "vram_free": int(stats.free - vram_buffer),
                                                "vram_total": int(stats.total)}
          logger.debug(retval)
          return retval
  
      def _set_parallel_processing(self, multiprocess: bool) -> bool:
          """ Set whether to run detect, align, and mask together or separately.
 
</s> remove     def _get_vram_stats() -> Dict[str, Union[int, str]]:
 </s> add     def _get_vram_stats() -> dict[str, int | str]: </s> remove             retval: Optional[tk.Frame] = frame
 </s> add             retval: tk.Frame | None = frame </s> remove     def add_image(self, name: str, image: "np.ndarray") -> None:
 </s> add     def add_image(self, name: str, image: np.ndarray) -> None: </s> remove             retval = (os.path.basename(prefix) == "envs")
 </s> add             retval = os.path.basename(prefix) == "envs" </s> remove     def parse_parts(self, landmarks: np.ndarray) -> List[Tuple[np.ndarray, ...]]:
 </s> add     def parse_parts(self, landmarks: np.ndarray) -> list[tuple[np.ndarray, ...]]:
        retval: dict[str, int | str] = {"count": gpu_stats.device_count,
                                        "device": stats.device,
                                        "vram_free": int(stats.free - vram_buffer),
                                        "vram_total": int(stats.total)}
          """
          vram_buffer = 256  # Leave a buffer for VRAM allocation
          gpu_stats = GPUStats()
          stats = gpu_stats.get_card_most_free()
        retval: dict[str, int | str] = {"count": gpu_stats.device_count,
                                        "device": stats.device,
                                        "vram_free": int(stats.free - vram_buffer),
                                        "vram_total": int(stats.total)}
        retval: dict[str, int | str] = {"count": gpu_stats.device_count,
                                        "device": stats.device,
                                        "vram_free": int(stats.free - vram_buffer),
                                        "vram_total": int(stats.total)}
        retval: dict[str, int | str] = {"count": gpu_stats.device_count,
                                        "device": stats.device,
                                        "vram_free": int(stats.free - vram_buffer),
                                        "vram_total": int(stats.total)}
        retval: dict[str, int | str] = {"count": gpu_stats.device_count,
                                        "device": stats.device,
                                        "vram_free": int(stats.free - vram_buffer),
                                        "vram_total": int(stats.total)}
          logger.debug(retval)
          return retval
  
      def _set_parallel_processing(self, multiprocess: bool) -> bool:
          """ Set whether to run detect, align, and mask together or separately.
keep keep keep keep replace replace 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 
plugins/extract/pipeline.py