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J. Bylina

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Conference Open access Aug 2026

High-Performance GEMV on AMD Zen 3 via Architecture-Specific AVX2/FMA Optimization

The General Matrix-Vector Multiply (GEMV) is a fundamental Level-2 BLAS operation appearing throughout scientific computing and numerical linear algebra. GEMV is inherently memory-bound, making effective cache use the dominant optimization factor.We present a hand-optimized GEMV kernel for AMD Zen 3, implemented using...

Rafał Lenart, B. Bylina, J. Bylina · 0 citations

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