                      self._loss_labels.append(loss_name)
          logger.debug("Collated loss labels: %s", self._loss_labels)
  
      @classmethod
      def _get_outputs(cls, model_config: Dict[str, Any]) -> np.ndarray:
          """ Obtain the output names, instance index and output index for the given model.
  
          If there is only a single output, the shape of the array is expanded to remain consistent
          with multi model outputs
  
 
</s> remove     def _get_plugin_type_and_index(flow_phase: str) -> Tuple[str, Optional[int]]:
 </s> add     def _get_plugin_type_and_index(flow_phase: str) -> tuple[str, int | None]: </s> remove     def _get_nodes(self, nodes: np.ndarray) -> T.List[T.Tuple[str, int]]:
 </s> add     def _get_nodes(self, nodes: np.ndarray) -> list[tuple[str, int]]: </s> remove     def _get_inputs(self) -> T.List[tf.keras.layers.Input]:
 </s> add     def _get_inputs(self) -> list[tf.keras.layers.Input]: </s> remove     def _get_io_sizes(self) -> T.Dict[str, int]:
 </s> add     def _get_io_sizes(self) -> dict[str, int]: </s> remove                                     subbatches: List[AlignerBatch],
 </s> add                                     subbatches: list[AlignerBatch],
    def _get_outputs(cls, model_config: dict[str, T.Any]) -> np.ndarray:
                      self._loss_labels.append(loss_name)
          logger.debug("Collated loss labels: %s", self._loss_labels)
  
      @classmethod
    def _get_outputs(cls, model_config: dict[str, T.Any]) -> np.ndarray:
          """ Obtain the output names, instance index and output index for the given model.
  
          If there is only a single output, the shape of the array is expanded to remain consistent
          with multi model outputs
  
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/event_reader.py