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Optimize AVX512 parallel DGEMM performance #2646

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merged 1 commit into from
Jun 7, 2020

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@wjc404 wjc404 commented Jun 6, 2020

Reduce the amount of vector load instructions (from "12 vbroadcastsd + 2 vmovupd" to "6 vbroadcastf32x4 + 4 vmovddup" per iteration) to minimize power consumption and thermal throttling.

Performance of DGEMM with 26 threads on Intel Xeon Platinum 8269CY (transa = transb = N):

Dimension GFLOPS-OpenBLAS-old GFLOPS-OpenBLAS-new GFLOPS-MKL2019
10000 1348 1396 1527
20000 1401 1443 1551
30000 1400 1449 1555

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