Code speedup due to faster einsum replacement #23
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
I use your simdkalman in my AutoTS project, thanks for the work, it is excellent code.
While running the scalene profiler on my code base it identified a possible performance improvement and suggested a speedup. The credit for this really goes to GPT v4.
I've tested the speedup and it is faster and functionally identical for my use case. I haven't necessarily tested this on your entire code bases range of inputs and outputs so there may be some hidden catch that I am unaware of.
simple speed comparison:
it's hard to quantify the bigger picture but it looks like it makes the function about 10% faster overall, in my use case