              else:
                  logger.debug("Skipping unsupported layer: %s %s", layer["name"], dtype)
          return retval
  
      def _switch_precision(self, layers: T.List[dict], compatible: T.List[str]) -> None:
          """ Switch a model's datatype between mixed-float16 and float32.
  
          Parameters
          ----------
          layers: List
 
</s> remove     def add_mixed_precision_layers(self, layers: T.List[str]) -> None:
 </s> add     def add_mixed_precision_layers(self, layers: list[str]) -> None: </s> remove     def mixed_precision_layers(self) -> T.List[str]:
 </s> add     def mixed_precision_layers(self) -> list[str]: </s> remove     def _get_mixed_precision_layers(self, layers: T.List[dict]) -> T.List[str]:
 </s> add     def _get_mixed_precision_layers(self, layers: list[dict]) -> list[str]: </s> remove                  image_shape: Tuple[int, int, int],
 </s> add                  image_shape: tuple[int, int, int], </s> remove                             model_name: str) -> Literal[-1, 0, 1]:
 </s> add                             model_name: str) -> T.Literal[-1, 0, 1]:
    def _switch_precision(self, layers: list[dict], compatible: list[str]) -> None:
              else:
                  logger.debug("Skipping unsupported layer: %s %s", layer["name"], dtype)
          return retval
  
    def _switch_precision(self, layers: list[dict], compatible: list[str]) -> None:
          """ Switch a model's datatype between mixed-float16 and float32.
  
          Parameters
          ----------
          layers: List
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 
plugins/train/model/_base/settings.py