Speed up evaluation with `turbo` parameter

MilesCranmer / PySR

High-Performance Symbolic Regression in Python and Julia

https://astroautomata.com/PySR

Apache License 2.0

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Speed up evaluation with `turbo` parameter #208

Closed MilesCranmer closed 1 year ago

MilesCranmer commented 1 year ago

This updates the backend to v0.14, which has a turbo parameter. Turning this on uses LoopVectorization.jl on the operators, which can get ~30% performance improvement compared to the current evaluation mechanism.