                                   "minimalist": self._config["mobilenet_minimalistic"],
                                   "include_preprocessing": False}}
  
      @property
      def _selected_model(self) -> T.Tuple[_EncoderInfo, dict]:
          """ tuple(dict, :class:`_EncoderInfo`): The selected encoder model and it's associated
          keyword arguments """
          arch = self._config["enc_architecture"]
          model = _MODEL_MAPPING[arch]
          kwargs = self._model_kwargs.get(arch, {})
 
</s> remove     def _select_freeze_layers(self) -> T.List[str]:
 </s> add     def _select_freeze_layers(self) -> list[str]: </s> remove     def __init__(self, input_shape: T.Tuple[int, ...], config: dict) -> None:
 </s> add     def __init__(self, input_shape: tuple[int, ...], config: dict) -> None: </s> remove     def _random_choice(self) -> List[int]:
 </s> add     def _random_choice(self) -> list[int]: </s> remove                  kernel_size: T.Union[int, T.Tuple[int]],
 </s> add                  kernel_size: int | tuple[int], </s> remove         model_inputs: T.List[T.List[np.ndarray]] = []
        model_targets: T.List[T.List[np.ndarray]] = []
 </s> add         model_inputs: list[list[np.ndarray]] = []
        model_targets: list[list[np.ndarray]] = []
    def _selected_model(self) -> tuple[_EncoderInfo, dict]:
                                   "minimalist": self._config["mobilenet_minimalistic"],
                                   "include_preprocessing": False}}
  
      @property
    def _selected_model(self) -> tuple[_EncoderInfo, dict]:
          """ tuple(dict, :class:`_EncoderInfo`): The selected encoder model and it's associated
          keyword arguments """
          arch = self._config["enc_architecture"]
          model = _MODEL_MAPPING[arch]
          kwargs = self._model_kwargs.get(arch, {})
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/phaze_a.py