              self._time_stats = {
                  sess_id: {"start_time": np.min(timestamps) if np.any(timestamps) else 0,
                            "end_time": np.max(timestamps) if np.any(timestamps) else 0,
                            "iterations": timestamps.shape[0] if np.any(timestamps) else 0}
                  for sess_id, timestamps in cast(Dict[int, np.ndarray],
                                                  self._session.get_timestamps(None)).items()}
  
          elif _SESSION.is_training:
              logger.debug("Updating summary time stamps for training session")
  
              session_id = _SESSION.session_ids[-1]
 
</s> remove             latest = cast(np.ndarray, self._session.get_timestamps(session_id))
 </s> add             latest = T.cast(np.ndarray, self._session.get_timestamps(session_id)) </s> remove         self._output = dict(opts=dict(blur_kernel=arguments.blur_kernel,
                                      threshold=arguments.threshold),
                            type=arguments.output_type,
                            full_frame=arguments.full_frame,
                            suffix=self._get_output_suffix(arguments))
        self._counts = dict(face=0, skip=0, update=0)
 </s> add         self._output = {"opts": {"blur_kernel": arguments.blur_kernel,
                                 "threshold": arguments.threshold},
                        "type": arguments.output_type,
                        "full_frame": arguments.full_frame,
                        "suffix": self._get_output_suffix(arguments)}
        self._counts = {"face": 0, "skip": 0, "update": 0} </s> remove         self._graph: Optional[SessionGraph] = None
        self._display_data: Optional[Calculations] = None
 </s> add         self._graph: SessionGraph | None = None
        self._display_data: Calculations | None = None </s> remove     def __init__(self, arguments: "Namespace", is_group: bool = False) -> None:
 </s> add     def __init__(self, arguments: Namespace, is_group: bool = False) -> None: </s> remove         self._model: Optional[Model] = None
 </s> add         self._model: Model | None = None
                for sess_id, timestamps in T.cast(dict[int, np.ndarray],
                                                  self._session.get_timestamps(None)).items()}
              self._time_stats = {
                  sess_id: {"start_time": np.min(timestamps) if np.any(timestamps) else 0,
                            "end_time": np.max(timestamps) if np.any(timestamps) else 0,
                            "iterations": timestamps.shape[0] if np.any(timestamps) else 0}
                for sess_id, timestamps in T.cast(dict[int, np.ndarray],
                                                  self._session.get_timestamps(None)).items()}
                for sess_id, timestamps in T.cast(dict[int, np.ndarray],
                                                  self._session.get_timestamps(None)).items()}
  
          elif _SESSION.is_training:
              logger.debug("Updating summary time stamps for training session")
  
              session_id = _SESSION.session_ids[-1]
keep keep keep keep 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/gui/analysis/stats.py