facebookresearch / theseus

A library for differentiable nonlinear optimization
MIT License
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Speedup VariableOrdering.append from O(N^2) to O(N) #657

Closed ahojnnes closed 1 month ago

ahojnnes commented 1 month ago

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.

Types of changes

Checklist

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ahojnnes commented 1 month ago

CI failures seem unrelated to the changes in this PR.

luisenp commented 1 month ago

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.

luisenp commented 1 month ago

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

ahojnnes commented 1 month ago

@luisenp Thanks for fixing the CI. I rebased on latest master. Cheers.

ahojnnes commented 1 month ago

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