diff options
author | Georgios Pinitas <georgios.pinitas@arm.com> | 2019-03-01 19:07:11 +0000 |
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committer | Georgios Pinitas <georgios.pinitas@arm.com> | 2019-03-19 11:53:45 +0000 |
commit | 146138378c1587b7297d245b7177641315f6180b (patch) | |
tree | 4689218b48a0884418099f373015429f2845ceaf /src/core/NEON/kernels/arm_gemm/gemm_fp32.cpp | |
parent | 3dd5b6884a65c06bcb9d15589ee2dc2978e3b336 (diff) | |
download | ComputeLibrary-146138378c1587b7297d245b7177641315f6180b.tar.gz |
COMPMID-1995: Update RSH GEMM assembly kernels.
-Updates u8/s8 hybrid dot product kernels to work for any N and any K >=16.
-Adds hybrid FP32 kernels with generic and A55 variants.
-Adds SVE native kernels for fp16/u8/s8.
Change-Id: Ifc0eaba9e3c8ea5bb19d334e870e1b39e4e7e728
Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com>
Reviewed-on: https://review.mlplatform.org/c/863
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com>
Diffstat (limited to 'src/core/NEON/kernels/arm_gemm/gemm_fp32.cpp')
-rw-r--r-- | src/core/NEON/kernels/arm_gemm/gemm_fp32.cpp | 12 |
1 files changed, 10 insertions, 2 deletions
diff --git a/src/core/NEON/kernels/arm_gemm/gemm_fp32.cpp b/src/core/NEON/kernels/arm_gemm/gemm_fp32.cpp index 8bc33ccb69..6869279bb9 100644 --- a/src/core/NEON/kernels/arm_gemm/gemm_fp32.cpp +++ b/src/core/NEON/kernels/arm_gemm/gemm_fp32.cpp @@ -32,6 +32,7 @@ #include "gemv_pretransposed.hpp" #include "kernels/a32_sgemm_8x6.hpp" +#include "kernels/a64_hybrid_fp32_mla_16x4.hpp" #include "kernels/a64_sgemm_12x8.hpp" #include "kernels/a64_sgemm_native_16x4.hpp" #include "kernels/a64_sgemm_nativeA_pretransposeB_16x4.hpp" @@ -112,6 +113,13 @@ static const GemmImplementation<float, float> gemm_fp32_methods[] = [](const GemmArgs<float> &args) { return new GemmHybrid<sgemm_nativeA_pretransposeB_16x4, float, float>(args); } }, { + GemmMethod::GEMM_HYBRID, + "hybrid_fp32_mla_16x4", + [](const GemmArgs<float> &args) { return (args._Ksize >= 4) && (args._alpha == 1.0f) && !args._trA && args._pretransposed_hint; }, + [](const GemmArgs<float> &args) { return ((args._Ksize <= 256) && (args._Nsize <= 256)) || ((args._nmulti > 1) && ((args._Msize / args._maxthreads) < 8)); }, + [](const GemmArgs<float> &args) { return new GemmHybrid<hybrid_fp32_mla_16x4, float, float>(args); } +}, +{ GemmMethod::GEMM_NATIVE, "sgemm_native_16x4", [](const GemmArgs<float> &args) { return (args._Ksize>4 && (args._Nsize % 16)==0 && args._alpha==1.0f && !args._trA && !args._trB); }, @@ -165,6 +173,6 @@ const GemmImplementation<float, float> *gemm_implementation_list<float, float>() template UniqueGemmCommon<float, float> gemm<float, float>(const GemmArgs<float> &args); template KernelDescription get_gemm_method<float, float>(const GemmArgs<float> &args); template bool method_is_compatible<float, float>(GemmMethod method, const GemmArgs<float> &args); -template std::vector<std::string> get_compatible_kernels<float, float> (const GemmArgs<float> &args); +template std::vector<KernelDescription> get_compatible_kernels<float, float> (const GemmArgs<float> &args); -} // namespace arm_gemm
\ No newline at end of file +} // namespace arm_gemm |