          """ Validate that the input shape is either a single shape tuple of 3 dimensions or
          a list of 2 shape tuples of 3 dimensions. """
          assert len(self.input_shape) == 3, "Input shape should be a 3 dimensional shape tuple"
  
      def _get_inputs(self) -> T.List[tf.keras.layers.Input]:
          """ Obtain the standardized inputs for the model.
  
          The inputs will be returned for the "A" and "B" sides in the shape as defined by
          :attr:`input_shape`.
  
 
</s> remove                  input_shape: T.Optional[T.Tuple[int, int, int]] = None) -> None:
 </s> add                  input_shape: tuple[int, int, int] | None = None) -> None: </s> remove     def compute_output_shape(self, input_shape: T.Tuple[int, ...]) -> T.Tuple[int, ...]:
 </s> add     def compute_output_shape(self, input_shape: tuple[int, ...]) -> tuple[int, ...]: </s> remove                           ) -> Tuple[np.ndarray, np.ndarray, np.ndarray]:
 </s> add                           ) -> tuple[np.ndarray, np.ndarray, np.ndarray]: </s> remove     def build_model(self, inputs: T.List[tf.keras.layers.Input]) -> tf.keras.models.Model:
 </s> add     def build_model(self, inputs: list[tf.keras.layers.Input]) -> tf.keras.models.Model: </s> remove     def _get_input_shape(self) -> T.Tuple[int, int, int]:
 </s> add     def _get_input_shape(self) -> tuple[int, int, int]:
    def _get_inputs(self) -> list[tf.keras.layers.Input]:
          """ Validate that the input shape is either a single shape tuple of 3 dimensions or
          a list of 2 shape tuples of 3 dimensions. """
          assert len(self.input_shape) == 3, "Input shape should be a 3 dimensional shape tuple"
  
    def _get_inputs(self) -> list[tf.keras.layers.Input]:
          """ Obtain the standardized inputs for the model.
  
          The inputs will be returned for the "A" and "B" sides in the shape as defined by
          :attr:`input_shape`.
  
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