          """ dict: The loss functions that apply to each model output. """
          return self._funcs
  
      @property
      def _mask_inputs(self) -> T.Optional[list]:
          """ list: The list of input tensors to the model that contain the mask. Returns ``None``
          if there is no mask input to the model. """
          mask_inputs = [inp for inp in self._inputs if inp.name.startswith("mask")]
          return None if not mask_inputs else mask_inputs
  
 
</s> remove     def _mask_shapes(self) -> T.Optional[T.List[tuple]]:
 </s> add     def _mask_shapes(self) -> list[tuple] | None: </s> remove     def multiple_models_in_folder(self) -> T.Optional[T.List[str]]:
 </s> add     def multiple_models_in_folder(self) -> list[str] | None: </s> remove     def _get_io_sizes(self) -> T.Dict[str, int]:
 </s> add     def _get_io_sizes(self) -> dict[str, int]: </s> remove     def predicted_images(self) -> List[Tuple[ConvertItem, np.ndarray]]:
 </s> add     def predicted_images(self) -> list[tuple[ConvertItem, np.ndarray]]: </s> remove     def batch_sizes(self) -> Dict[int, int]:
 </s> add     def batch_sizes(self) -> dict[int, int]:
    def _mask_inputs(self) -> list | None:
          """ dict: The loss functions that apply to each model output. """
          return self._funcs
  
      @property
    def _mask_inputs(self) -> list | None:
          """ list: The list of input tensors to the model that contain the mask. Returns ``None``
          if there is no mask input to the model. """
          mask_inputs = [inp for inp in self._inputs if inp.name.startswith("mask")]
          return None if not mask_inputs else mask_inputs
  
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