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[ARM64] Add optimized fp16 shgemm kernels for Neoverse N2

#5716Merged

Comparing

yuanjia111:develop

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e6eba9f

) with

develop

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2671786

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Untouched: 62

Benchmarks

62 total

test_syrk[100-d]

benchmark/pybench/benchmarks/bench_blas.py

0%

341.4 µs339.9 µs

test_dgbmv[1-100-d]

benchmark/pybench/benchmarks/bench_blas.py

0%

38.2 µs38.1 µs

test_syrk[100-c]

benchmark/pybench/benchmarks/bench_blas.py

0%

473.9 µs472.6 µs

test_gesdd[mn0-s]

benchmark/pybench/benchmarks/bench_blas.py

0%

109.6 µs109.4 µs

test_gesv[100-d]

benchmark/pybench/benchmarks/bench_blas.py

0%

394.9 µs394.3 µs

test_gesv[100-c]

benchmark/pybench/benchmarks/bench_blas.py

0%

696.1 µs695.4 µs

test_dgbmv[1-100-s]

benchmark/pybench/benchmarks/bench_blas.py

0%

37.5 µs37.4 µs

test_dgemv[1000-s]

benchmark/pybench/benchmarks/bench_blas.py

0%

7 ms7 ms

test_gesv[100-s]

benchmark/pybench/benchmarks/bench_blas.py

0%

257.3 µs257.1 µs

test_dgemv[100-z]

benchmark/pybench/benchmarks/bench_blas.py

0%

231.5 µs231.5 µs

test_dgemv[100-s]

benchmark/pybench/benchmarks/bench_blas.py

0%

104.3 µs104.2 µs

test_dgbmv[1-1000-z]

benchmark/pybench/benchmarks/bench_blas.py

0%

119.1 µs119.1 µs

test_syev[50-s]

benchmark/pybench/benchmarks/bench_blas.py

0%

1.3 ms1.3 ms

test_dgbmv[1-1000-d]

benchmark/pybench/benchmarks/bench_blas.py

0%

83.8 µs83.8 µs

test_syev[200-d]

benchmark/pybench/benchmarks/bench_blas.py

0%

58.6 ms58.6 ms

test_gesv[1000-s]

benchmark/pybench/benchmarks/bench_blas.py

0%

52.6 ms52.6 ms

test_gesv[1000-c]

benchmark/pybench/benchmarks/bench_blas.py

0%

188.6 ms188.6 ms

test_syrk[1000-z]

benchmark/pybench/benchmarks/bench_blas.py

0%

476.4 ms476.4 ms

test_gemm[1000-d]

benchmark/pybench/benchmarks/bench_blas.py

0%

239.4 ms239.4 ms

test_gemm[1000-s]

benchmark/pybench/benchmarks/bench_blas.py

0%

117.4 ms117.4 ms

test_gemm[1000-z]

benchmark/pybench/benchmarks/bench_blas.py

0%

875.6 ms875.6 ms

test_gemm[1000-c]

benchmark/pybench/benchmarks/bench_blas.py

0%

426 ms426 ms

test_syev[200-s]

benchmark/pybench/benchmarks/bench_blas.py

0%

49.1 ms49.1 ms

test_syrk[1000-s]

benchmark/pybench/benchmarks/bench_blas.py

0%

65.4 ms65.4 ms

test_gesdd[mn1-s]

benchmark/pybench/benchmarks/bench_blas.py

0%

65.2 ms65.2 ms

Commits

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Base

develop

2671786

-0.15%

Add optimized FP16 shgemm for for NEOVERSEN2 target

e6eba9f

1 month ago

by yuanjia111

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