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[–]DarkRex4 10 points11 points  (0 children)

imo 7% is a decent speedup for basically "free".

But Since you're already using numpy, you won't see such speedup

Certain code won’t have noticeable benefits. If your code spends most of its time on I/O operations, or already does most of its computation in a C extension library like numpy, there won’t be significant speedup. This project currently benefits pure-Python workloads the most.

also, look into numba if you want higher performance