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HPC
2026.09.11· 7 min

SIMD Parallelism

HPC........................................................................................................................................................................................................Start
SIMD Parallelism........................................................................................................................................................................................................10
Intrinsics and Vector Types........................................................................................................................................................................................................10.1
Moving Data........................................................................................................................................................................................................10.2
Reductions........................................................................................................................................................................................................10.3
Masking and Blending........................................................................................................................................................................................................10.4
In-Register Shuffles........................................................................................................................................................................................................10.5
Auto-Vectorization and SPMD........................................................................................................................................................................................................10.6
Vectors, masks, shuffles, and the day auto-vectorization gives up. Intrinsics after you know the layout.
AoS and SoA........................................................................................................................................................................................................Previous
Intrinsics and Vector Types........................................................................................................................................................................................................Next
#hpc
Preface........................................................................................................................................................................................................2026.09.11
Complexity Models........................................................................................................................................................................................................2026.09.11
Computer Architecture........................................................................................................................................................................................................2026.09.11
Instruction-Level Parallelism........................................................................................................................................................................................................2026.09.11
Compilation........................................................................................................................................................................................................2026.09.11
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