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[Bug]: Threading always seems slower than multiprocessing #213

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MilesCranmer opened this issue May 12, 2023 · 0 comments
Open

[Bug]: Threading always seems slower than multiprocessing #213

MilesCranmer opened this issue May 12, 2023 · 0 comments
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@MilesCranmer
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For whatever reason, I am always able to obtain a higher CPU utilization from multiprocessing mode rather than multithreading mode. I'm not sure if this is a Julia issue or if SymbolicRegression.jl is spawning tasks incorrectly.

The difference can be quite significant; the default example maxes out at around 350% utilization on my 8-core M1, but with multiprocessing I can above 700%.

@MilesCranmer MilesCranmer added the bug Something isn't working label Jun 13, 2023
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