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Synapse is the epitome of this
(i.redd.it)
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this post was submitted on 26 Mar 2025
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I’ve used multiprocessing to squeeze more performance out of numpy and scipy. But yeah, resorting to multiprocessing is a sign that you should be dropping into something like Rust or a C variant.
Most numpy array functions already utilize multiple cores, because they're optimized and written in C