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Speedup VariableOrdering.append from O(N^2) to O(N) #657

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ahojnnes
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@ahojnnes ahojnnes commented Aug 20, 2024

Motivation and Context

When specifying the ordering for larger problems with many thousands of variables, the current implementation becomes very slow due to the O(N^2) complexity caused by the O(N) complexity of checking existence of var in the _var_order list. For small problems, the new implementation is a little slower but the difference is negligible. For large problems, the speed goes down from multiple 10s of seconds to

How Has This Been Tested

The runtime has been tested on various bundle adjustment problems. The functionality should be covered by existing unit tests with unchanged behavior.

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  • Docs change / refactoring / dependency upgrade
  • Bug fix (non-breaking change which fixes an issue)
  • New feature (non-breaking change which adds functionality)
  • Breaking change (fix or feature that would cause existing functionality to change)

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  • My code follows the code style of this project.
  • My change requires a change to the documentation.
  • I have updated the documentation accordingly.
  • I have read the CONTRIBUTING document.
  • I have completed my CLA (see CONTRIBUTING)
  • I have added tests to cover my changes.
  • All new and existing tests passed.

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@facebook-github-bot facebook-github-bot added the CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed. label Aug 20, 2024
@ahojnnes
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CI failures seem unrelated to the changes in this PR.

@luisenp
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luisenp commented Aug 20, 2024

Thanks so much for this fix. It's unfortunate how such a careless but small oversight had so large of an impact. I'll make another PR first to fix the CI errors. Then we can merge.

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luisenp commented Aug 20, 2024

@ahojnnes Ci should be fixed now if you rebase on top of latest main.

@ahojnnes ahojnnes force-pushed the user/joschonb/var-ordering-speedup branch from 01070c8 to 0780cfe Compare August 21, 2024 11:46
@ahojnnes
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@luisenp Thanks for fixing the CI. I rebased on latest master. Cheers.

@ahojnnes
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@luisenp Another (seemingly transient) CI failure. Might need a retrigger of the build, which I don't have permission for.

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LGTM. Thanks for the fix!

@luisenp luisenp merged commit f824897 into facebookresearch:main Aug 21, 2024
14 of 15 checks passed
@ahojnnes ahojnnes deleted the user/joschonb/var-ordering-speedup branch August 23, 2024 09:42
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3 participants