  logger = logging.getLogger(__name__)  # pylint: disable=invalid-name
  
  
  _CONFIG: dict = {}
  _NAMES: T.Dict[str, int] = {}
  
  
  def set_config(configuration: dict) -> None:
      """ Set the global configuration parameters from the user's config file.
  
 
</s> remove _CONFIG: T.Dict[str, ConfigValueType] = {}
 </s> add _CONFIG: dict[str, ConfigValueType] = {} </s> remove _CONFIG: Optional["Config"] = None
 </s> add _CONFIG: Config | None = None </s> remove                 configfile: T.Optional[str] = None) -> T.Dict[str, ConfigValueType]:
 </s> add                 configfile: str | None = None) -> dict[str, ConfigValueType]: </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 
_IMAGES: Optional["Images"] = None
_PREVIEW_TRIGGER: Optional["PreviewTrigger"] = None
 </s> add _IMAGES: "Images" | None = None
_PREVIEW_TRIGGER: "PreviewTrigger" | None = None
_NAMES: dict[str, int] = {}
  logger = logging.getLogger(__name__)  # pylint: disable=invalid-name
  
  
  _CONFIG: dict = {}
_NAMES: dict[str, int] = {}
  
  
  def set_config(configuration: dict) -> None:
      """ Set the global configuration parameters from the user's config file.
  
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 
lib/model/nn_blocks.py