              logger.debug("Re-enabling mixed precision")
              tf.keras.mixed_precision.set_global_policy("mixed_float16")
          logger.debug("Initialized: %s", self.__class__.__name__)
  
      def _process_diffs(self, inputs: List[tf.Tensor]) -> List[tf.Tensor]:
          """ Perform processing on the Trunk Network outputs.
  
          If :attr:`use_ldip` is enabled, process the diff values through the linear network,
          otherwise return the diff values summed on the channels axis.
  
 
</s> remove     def _post_process(self, bboxlist: T.List[np.ndarray]) -> np.ndarray:
 </s> add     def _post_process(self, bboxlist: list[np.ndarray]) -> np.ndarray: </s> remove     def _get_laplacian_pyramid(self, inputs: tf.Tensor) -> List[tf.Tensor]:
 </s> add     def _get_laplacian_pyramid(self, inputs: tf.Tensor) -> list[tf.Tensor]: </s> remove     def do_actions(self, extract_media: "ExtractMedia") -> None:
 </s> add     def do_actions(self, extract_media: ExtractMedia) -> None: </s> remove     def changeable_items(self) -> Dict[str, ConfigValueType]:
 </s> add     def changeable_items(self) -> dict[str, ConfigValueType]: </s> remove                       strategy: Literal["default", "central-storage", "mirrored"]
                      ) -> T.Optional[tf.distribute.Strategy]:
 </s> add                       strategy: T.Literal["default", "central-storage", "mirrored"]
                      ) -> tf.distribute.Strategy | None:
    def _process_diffs(self, inputs: list[tf.Tensor]) -> list[tf.Tensor]:
              logger.debug("Re-enabling mixed precision")
              tf.keras.mixed_precision.set_global_policy("mixed_float16")
          logger.debug("Initialized: %s", self.__class__.__name__)
  
    def _process_diffs(self, inputs: list[tf.Tensor]) -> list[tf.Tensor]:
          """ Perform processing on the Trunk Network outputs.
  
          If :attr:`use_ldip` is enabled, process the diff values through the linear network,
          otherwise return the diff values summed on the channels axis.
  
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/model/losses/feature_loss.py