          """ Increment :attr:`iterations` and session iterations by 1. """
          self._iterations += 1
          self._sessions[self._session_id]["iterations"] += 1
  
      def add_mixed_precision_layers(self, layers: T.List[str]) -> None:
          """ Add the list of model's layers that are compatible for mixed precision to the
          state dictionary """
          logger.debug("Storing mixed precision layers: %s", layers)
          self._mixed_precision_layers = layers
  
 
</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                                    build_func: T.Callable[[T.List[tf.keras.layers.Layer]],
                                                          tf.keras.models.Model],
                                   inputs: T.List[tf.keras.layers.Layer]) -> T.List[str]:
 </s> add                                    build_func: Callable[[list[tf.keras.layers.Layer]],
                                                        tf.keras.models.Model],
                                   inputs: list[tf.keras.layers.Layer]) -> list[str]: </s> remove     def _switch_precision(self, layers: T.List[dict], compatible: T.List[str]) -> None:
 </s> add     def _switch_precision(self, layers: list[dict], compatible: list[str]) -> None: </s> remove     def add_session_loss_names(self, loss_names: T.List[str]) -> None:
 </s> add     def add_session_loss_names(self, loss_names: list[str]) -> None: </s> remove     def _get_mask_channels(self) -> T.List[int]:
 </s> add     def _get_mask_channels(self) -> list[int]:
    def add_mixed_precision_layers(self, layers: list[str]) -> None:
          """ Increment :attr:`iterations` and session iterations by 1. """
          self._iterations += 1
          self._sessions[self._session_id]["iterations"] += 1
  
    def add_mixed_precision_layers(self, layers: list[str]) -> None:
          """ Add the list of model's layers that are compatible for mixed precision to the
          state dictionary """
          logger.debug("Storing mixed precision layers: %s", layers)
          self._mixed_precision_layers = layers
  
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/model.py