          self._config = config
          self._input_shape = input_shape
  
      @property
      def _model_kwargs(self) -> T.Dict[str, T.Dict[str, T.Union[str, bool]]]:
          """ dict: Configuration option for architecture mapped to optional kwargs. """
          return {"mobilenet": {"alpha": self._config["mobilenet_width"],
                                "depth_multiplier": self._config["mobilenet_depth"],
                                "dropout": self._config["mobilenet_dropout"]},
                  "mobilenet_v2": {"alpha": self._config["mobilenet_width"]},
 
</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         return dict(gaussian=["ksize", "sigmaX"],
                    normalized=["ksize"])
 </s> add         return {"gaussian": ['ksize', 'sigmaX'], "normalized": ['ksize']} </s> remove     def _validate_kwargs(self) -> T.Dict[str, T.Union[int, float, T.List[float]]]:
 </s> add     def _validate_kwargs(self) -> dict[str, int | float | list[float]]: </s> remove _NAMES: T.Dict[str, int] = {}
 </s> add _NAMES: dict[str, int] = {} </s> remove     def config_dicts(self) -> Dict[str, Any]:
 </s> add     def config_dicts(self) -> dict[str, T.Any]:
    def _model_kwargs(self) -> dict[str, dict[str, str | bool]]:
          self._config = config
          self._input_shape = input_shape
  
      @property
    def _model_kwargs(self) -> dict[str, dict[str, str | bool]]:
          """ dict: Configuration option for architecture mapped to optional kwargs. """
          return {"mobilenet": {"alpha": self._config["mobilenet_width"],
                                "depth_multiplier": self._config["mobilenet_depth"],
                                "dropout": self._config["mobilenet_dropout"]},
                  "mobilenet_v2": {"alpha": self._config["mobilenet_width"]},
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