  
          Items are returned from the ``queue`` in batches of
          :attr:`~plugins.extract._base.Extractor.batchsize`
  
          To ensure consistent batchsizes for aligner the items are split into separate items for
          each :class:`lib.faces_detect.DetectedFace` object.
  
          Remember to put ``'EOF'`` to the out queue after processing
          the final batch
  
 
</s> remove         To ensure consistent batchsizes for masker the items are split into separate items for
 </s> add         To ensure consistent batch sizes for masker the items are split into separate items for </s> remove         be overriden within plugins themselves.
 </s> add         be overridden within plugins themselves. </s> remove         This method is overridable at the `<plugin_type>` level (ie.
 </s> add         This method should be overridden at the `<plugin_type>` level (IE. </s> remove        A dictionary of configuration items from the config file
 </s> add        A dictionary of configuration items from the configuration file </s> remove                     "\nL|'sort-x': Re-index the alignments from left to right. For alignments "
 </s> add                     "\nL|'sort': Re-index the alignments from left to right. For alignments "
        To ensure consistent batch sizes for aligner the items are split into separate items for
  
          Items are returned from the ``queue`` in batches of
          :attr:`~plugins.extract._base.Extractor.batchsize`
  
        To ensure consistent batch sizes for aligner the items are split into separate items for
          each :class:`lib.faces_detect.DetectedFace` object.
  
          Remember to put ``'EOF'`` to the out queue after processing
          the final batch
  
keep keep keep keep replace keep keep keep keep keep
 Smart Mask - Extract code review

- Lint simple_tests.py
- Only reformat alignments file if it exists otherwise change filename
- Update legacy alignments to new format at all stages
- faces_detect.Mask.from_dict - logging format fix
- convert.py fix otf for new pipeline
- cli.py - Add note that masks not used. Revert convert masks
- faces_detect.py - Revert non-extract code
- Add .p and .pickle extensions for serializer
- plugins/extract revert some changes
- scripts/fsmedia - Revert code changes
- Pipeline - cleanup
- Consistant alpha channel stripping (fixes single-process)
- Store landmarks as numpy array
- Code attribution
- Normalize feed face and reference face to 0.0 - 1.0 in convert
- Lock in mask VRAM sized
- Add documentation to plugin_loader
- Update alignments tool to work with new format 
plugins/extract/align/_base.py