          self._factory = self._get_factory()
          self._adapters = self._get_adapters()
          self._devices = self._process_adapters()
  
          self._valid_adaptors: List[Device] = []
          self._log("debug", f"Initialized {self.__class__.__name__}")
  
      def _get_factory(self) -> ctypes._Pointer:
          """ Get a DXGI 1.1 Factory object
  
 
</s> remove         self._devices: List[Device] = []
 </s> add         self._devices: list[Device] = [] </s> remove     def _image_as_bgr(self) -> "np.ndarray":
 </s> add     def _image_as_bgr(self) -> np.ndarray: </s> remove         self._loss_functions: List[compile_utils.LossesContainer] = []
        self._loss_weights: List[float] = []
        self._mask_channels: List[int] = []
 </s> add         self._loss_functions: list[compile_utils.LossesContainer] = []
        self._loss_weights: list[float] = []
        self._mask_channels: list[int] = [] </s> remove def get_cache(side: Literal["a", "b"],
              filenames: Optional[List[str]] = None,
              config: Optional[Dict[str, "ConfigValueType"]] = None,
              size: Optional[int] = None,
              coverage_ratio: Optional[float] = None) -> "_Cache":
 </s> add def get_cache(side: T.Literal["a", "b"],
              filenames: list[str] | None = None,
              config: dict[str, ConfigValueType] | None = None,
              size: int | None = None,
              coverage_ratio: float | None = None) -> "_Cache": </s> remove         names: List[str] = []
 </s> add         names: list[str] = []
        self._valid_adaptors: list[Device] = []
          self._factory = self._get_factory()
          self._adapters = self._get_adapters()
          self._devices = self._process_adapters()
  
        self._valid_adaptors: list[Device] = []
          self._log("debug", f"Initialized {self.__class__.__name__}")
  
      def _get_factory(self) -> ctypes._Pointer:
          """ Get a DXGI 1.1 Factory object
  
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/gpu_stats/directml.py