          return {int(sess_id): sess["batchsize"]
                  for sess_id, sess in self._state.get("sessions", {}).items()}
  
      @property
      def full_summary(self) -> List[dict]:
          """ list: List of dictionaries containing summary statistics for each session id. """
          assert self._summary is not None
          return self._summary.get_summary_stats()
  
      @property
 
</s> remove     def batch_sizes(self) -> Dict[int, int]:
 </s> add     def batch_sizes(self) -> dict[int, int]: </s> remove     def source(self) -> "np.ndarray":
 </s> add     def source(self) -> np.ndarray: </s> remove     def modified_vars(self) -> Dict[str, "tk.BooleanVar"]:
 </s> add     def modified_vars(self) -> dict[str, tk.BooleanVar]: </s> remove     def mixed_precision_layers(self) -> T.List[str]:
 </s> add     def mixed_precision_layers(self) -> list[str]: </s> remove     def recognition(self) -> "Identity":
 </s> add     def recognition(self) -> Identity:
    def full_summary(self) -> list[dict]:
          return {int(sess_id): sess["batchsize"]
                  for sess_id, sess in self._state.get("sessions", {}).items()}
  
      @property
    def full_summary(self) -> list[dict]:
          """ list: List of dictionaries containing summary statistics for each session id. """
          assert self._summary is not None
          return self._summary.get_summary_stats()
  
      @property
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/gui/analysis/stats.py