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perf: adds AVX512 implementations of vector.Sum, vector.InnerProduct + assembly refactor #547

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@gbotrel gbotrel commented Sep 28, 2024

Description

In this PR:

Benchmarks

Benchmarks on size from 16 to 16M values.

Seems results are better on AMD EPYC 9R14 (hpc7a, c7a, r7a) than on the intel xeon 8488c (r7i, ...).

hpc7a
image

r7i
Screenshot 2024-10-03 at 2 29 02 PM
c7a
Screenshot 2024-10-03 at 2 28 49 PM

@gbotrel gbotrel requested review from ivokub, yelhousni and ThomasPiellard and removed request for ThomasPiellard September 28, 2024 16:24
@gbotrel gbotrel requested a review from Tabaie September 28, 2024 16:24
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