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improve parameter filtering performance #957

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@kecnry kecnry commented Oct 8, 2024

This is currently just reviving an old experimental branch to try to flip the loops within parameter filtering to loop over parameters in the outer loop and filtering kwargs in the inner-loop.

TODO:

  • revisit to see if there are any better designs
  • fix any failing tests
  • profile to see if this does perform better
  • address inline comments
  • add any missing test coverage

to loop through parameters in outer loop instead of kwargs
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