          loader.launch()
  
          for phase in range(self._extractor.passes):
              is_final = self._extractor.final_pass
              detected_faces: Dict[str, ExtractMedia] = {}
              self._extractor.launch()
              desc = "Obtaining reference face Identity"
              if self._extractor.passes > 1:
                  desc = (f"{desc } pass {phase + 1} of {self._extractor.passes}: "
                          f"{self._extractor.phase_text}")
 
</s> remove             detected_faces: Dict[str, ExtractMedia] = {}
 </s> add             detected_faces: dict[str, ExtractMedia] = {} </s> remove         self._threads: List[MultiThread] = []
 </s> add         self._threads: list[MultiThread] = [] </s> remove         phases: List[List[str]] = []
        current_phase: List[str] = []
        available = cast(int, self._vram_stats["vram_free"])
 </s> add         phases: list[list[str]] = []
        current_phase: list[str] = []
        available = T.cast(int, self._vram_stats["vram_free"]) </s> remove     def _vram_per_phase(self) -> Dict[str, float]:
 </s> add     def _vram_per_phase(self) -> dict[str, float]: </s> remove         self._extract_media: Dict[str, ExtractMedia] = {}
 </s> add         self._extract_media: dict[str, ExtractMedia] = {}
            detected_faces: dict[str, ExtractMedia] = {}
          loader.launch()
  
          for phase in range(self._extractor.passes):
              is_final = self._extractor.final_pass
            detected_faces: dict[str, ExtractMedia] = {}
              self._extractor.launch()
              desc = "Obtaining reference face Identity"
              if self._extractor.passes > 1:
                  desc = (f"{desc } pass {phase + 1} of {self._extractor.passes}: "
                          f"{self._extractor.phase_text}")
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 
scripts/extract.py