  
          # Input shape must be set within the plugin after initializing
          self.input_shape: T.Tuple[int, ...] = ()
          self.trainer = "original"  # Override for plugin specific trainer
          self.color_order: Literal["bgr", "rgb"] = "bgr"  # Override for image color channel order
  
          self._args = arguments
          self._is_predict = predict
          self._model: T.Optional[tf.keras.models.Model] = None
  
 
</s> remove         self.input_shape: T.Tuple[int, ...] = ()
 </s> add         self.input_shape: tuple[int, ...] = () </s> remove         self._model: T.Optional[tf.keras.models.Model] = None
 </s> add         self._model: tf.keras.models.Model | None = None </s> remove     tf_min: T.Tuple[int, int] = (2, 0)
    scaling: T.Tuple[int, int] = (0, 1)
 </s> add     tf_min: tuple[int, int] = (2, 0)
    scaling: tuple[int, int] = (0, 1) </s> remove         self.realign_centering: "CenteringType" = "face"  # overide for plugin specific centering
 </s> add         self.realign_centering: CenteringType = "face"  # overide for plugin specific centering </s> remove     color_order: Literal["bgr", "rgb"] = "rgb"
 </s> add     color_order: T.Literal["bgr", "rgb"] = "rgb"
        self.color_order: T.Literal["bgr", "rgb"] = "bgr"  # Override for image color channel order
  
          # Input shape must be set within the plugin after initializing
          self.input_shape: T.Tuple[int, ...] = ()
          self.trainer = "original"  # Override for plugin specific trainer
        self.color_order: T.Literal["bgr", "rgb"] = "bgr"  # Override for image color channel order
  
          self._args = arguments
          self._is_predict = predict
          self._model: T.Optional[tf.keras.models.Model] = None
  
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