mm_benchmarks
BUILD
mkdir b; cd b;
EIGEN3_INCLUDE_DIR=/Users/nodai/github/eigen cmake .. -GNinja
ninja
RUN
nodai@macbook-pro-2 b % ./eigen_mm_benchmark
nodai@macbook-pro-2 b % ./neon-gemm-kernel-benchmark
TODO: ruy integration
ruy results: THREADS=8 RUY_BENCHMARK_CUBIC=1 NOEXT=1 PATHS=f0 ./build_tools/third_party/ruy/benchmark_f32_f32_f32_f32 size,kNeon:Gop/s,kNeonDotprod:Gop/s 16,32.4,32 24,53.27,52.75 32,65.25,65.17 48,125.5,124 64,45.57,47.24 96,75.85,78.76 128,134.2,134.2 192,202.6,211.1 256,253.5,249.9 384,286.5,287.1 512,359.9,364.6 768,356,354 1024,430.4,424.6 1536,470.1,463.5 2048,470.7,469.2 3072,459,456.4 4096,454.1,454.3 Covered paths: kNeon, kNeonDotprod
CREDITS:
neon-gemm-kernel-benchmark.cc taken from https://github.com/google/gemmlowp and fixed crash in INT4