          The batch size for this iterator. Images will be returned in :class:`numpy.ndarray`
          objects of this size from the iterator.
      """
      def __init__(self,
                   config: Dict[str, "ConfigValueType"],
                   model: "ModelBase",
                   side: Literal["a", "b"],
                   images: List[str],
                   batch_size: int) -> None:
          super().__init__(config, model, side, images, batch_size)
          self._augment_color = not model.command_line_arguments.no_augment_color
          self._no_flip = model.command_line_arguments.no_flip
          self._no_warp = model.command_line_arguments.no_warp
 
</s> remove                  config: Dict[str, "ConfigValueType"],
                 model: "ModelBase",
                 side: Literal["a", "b"],
                 images: List[str],
 </s> add                  config: dict[str, ConfigValueType],
                 model: ModelBase,
                 side: T.Literal["a", "b"],
                 images: list[str], </s> remove                  images: T.Dict[Literal["a", "b"], T.List[str]],
 </s> add                  images: dict[T.Literal["a", "b"], list[str]], </s> remove                  configfile: T.Optional[str]) -> None:
 </s> add                  configfile: str | None) -> None: </s> remove                         batch_size: T.Optional[int] = None,
                        images: T.Optional[T.List[str]] = None) -> DataGenerator:
 </s> add                         batch_size: int | None = None,
                        images: list[str] | None = None) -> DataGenerator: </s> remove                         side: Literal["a", "b"],
 </s> add                         side: T.Literal["a", "b"],
                 config: dict[str, ConfigValueType],
                 model: ModelBase,
                 side: T.Literal["a", "b"],
                 images: list[str],
          The batch size for this iterator. Images will be returned in :class:`numpy.ndarray`
          objects of this size from the iterator.
      """
      def __init__(self,
                 config: dict[str, ConfigValueType],
                 model: ModelBase,
                 side: T.Literal["a", "b"],
                 images: list[str],
                 config: dict[str, ConfigValueType],
                 model: ModelBase,
                 side: T.Literal["a", "b"],
                 images: list[str],
                 config: dict[str, ConfigValueType],
                 model: ModelBase,
                 side: T.Literal["a", "b"],
                 images: list[str],
                 config: dict[str, ConfigValueType],
                 model: ModelBase,
                 side: T.Literal["a", "b"],
                 images: list[str],
                   batch_size: int) -> None:
          super().__init__(config, model, side, images, batch_size)
          self._augment_color = not model.command_line_arguments.no_augment_color
          self._no_flip = model.command_line_arguments.no_flip
          self._no_warp = model.command_line_arguments.no_warp
keep keep keep keep replace replace replace 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 
lib/training/generator.py