aboutsummaryrefslogtreecommitdiff
path: root/src/core/NEON/kernels/arm_gemm/gemm_fp16.cpp
diff options
context:
space:
mode:
Diffstat (limited to 'src/core/NEON/kernels/arm_gemm/gemm_fp16.cpp')
-rw-r--r--src/core/NEON/kernels/arm_gemm/gemm_fp16.cpp46
1 files changed, 19 insertions, 27 deletions
diff --git a/src/core/NEON/kernels/arm_gemm/gemm_fp16.cpp b/src/core/NEON/kernels/arm_gemm/gemm_fp16.cpp
index 91012218e5..de2e4f2c2b 100644
--- a/src/core/NEON/kernels/arm_gemm/gemm_fp16.cpp
+++ b/src/core/NEON/kernels/arm_gemm/gemm_fp16.cpp
@@ -29,15 +29,17 @@
#include "gemm_common.hpp"
#include "gemm_hybrid.hpp"
+#include "gemm_hybrid_indirect.hpp"
#include "gemm_implementation.hpp"
#include "gemm_interleaved.hpp"
#include "gemm_interleaved_pretransposed_2d.hpp"
#include "kernels/a32_sgemm_8x6.hpp"
-#include "kernels/a64_hgemm_24x8.hpp"
-#include "kernels/a64_sgemm_12x8.hpp"
-#include "kernels/sve_hybrid_fp16_mla_4VLx4.hpp"
-#include "kernels/sve_interleaved_fp16_mla_3VLx8.hpp"
+#include "kernels/a64_hgemm_8x24.hpp"
+#include "kernels/a64_hybrid_fp16_mla_6x32.hpp"
+#include "kernels/a64_sgemm_8x12.hpp"
+#include "kernels/sve_hybrid_fp16_mla_6x4VL.hpp"
+#include "kernels/sve_interleaved_fp16_mla_8x3VL.hpp"
namespace arm_gemm {
@@ -45,61 +47,51 @@ static const GemmImplementation<__fp16, __fp16> gemm_fp16_methods[] = {
#if defined(__ARM_FEATURE_SVE)
{
GemmMethod::GEMM_HYBRID,
- "hybrid_fp16_mla_4VLx4",
- [](const GemmArgs &args) { return (args._Ksize >= 8); },
+ "sve_hybrid_fp16_mla_6x4VL",
+ nullptr,
[](const GemmArgs &args) { return ((args._Ksize <= 256) && (args._Nsize <= 256)) || ((args._nmulti > 1) && ((args._Msize / args._maxthreads) < 8)); },
- [](const GemmArgs &args) { return new GemmHybrid<hybrid_fp16_mla_4VLx4, __fp16, __fp16>(args); }
+ [](const GemmArgs &args) { return new GemmHybridIndirect<cls_a64_hybrid_fp16_mla_6x32, __fp16, __fp16>(args); }
},
{
GemmMethod::GEMM_INTERLEAVED,
- "interleaved_fp16_mla_3VLx8",
+ "sve_interleaved_fp16_mla_8x3VL",
[](const GemmArgs &args) { return (args._Ksize > 4); },
nullptr,
- [](const GemmArgs &args) { return new GemmInterleaved<interleaved_fp16_mla_3VLx8, __fp16, __fp16>(args); }
+ [](const GemmArgs &args) { return new GemmInterleaved<cls_sve_interleaved_fp16_mla_8x3VL, __fp16, __fp16>(args); }
},
#endif
#if defined(__aarch64__) && (defined(__ARM_FEATURE_FP16_VECTOR_ARITHMETIC) || defined(FP16_KERNELS))
{
- GemmMethod::GEMM_INTERLEAVED_2D,
- "hgemm_24x8_2d",
+ GemmMethod::GEMM_HYBRID,
+ "a64_hybrid_fp16_mla_6x32",
#ifndef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC
[](const GemmArgs &args) { return args._ci->has_fp16(); },
#else
nullptr,
#endif
- [](const GemmArgs &args) { return args._maxthreads >= 8; },
- [](const GemmArgs &args) { return new GemmInterleavedPretransposed2d<hgemm_24x8, __fp16, __fp16>(args); }
+ [](const GemmArgs &args) { return ((args._Ksize <= 256) && (args._Nsize <= 256)) || ((args._nmulti > 1) && ((args._Msize / args._maxthreads) < 8)); },
+ [](const GemmArgs &args) { return new GemmHybridIndirect<cls_a64_hybrid_fp16_mla_6x32, __fp16, __fp16>(args); }
},
{
GemmMethod::GEMM_INTERLEAVED,
- "hgemm_24x8_1d",
+ "a64_hgemm_8x24",
#ifndef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC
[](const GemmArgs &args) { return args._ci->has_fp16(); },
#else
nullptr,
#endif
nullptr,
- [](const GemmArgs &args) { return new GemmInterleaved<hgemm_24x8, __fp16, __fp16>(args); }
+ [](const GemmArgs &args) { return new GemmInterleaved<cls_a64_hgemm_8x24, __fp16, __fp16>(args); }
},
-
#endif // aarch64 && FP16
#ifdef __aarch64__
-//Pretranpose, 2D split
-{
- GemmMethod::GEMM_INTERLEAVED_2D,
- "sgemm_12x8_2d",
- nullptr,
- [](const GemmArgs &args) { return args._maxthreads >= 8; },
- [](const GemmArgs &args) { return new GemmInterleavedPretransposed2d<sgemm_12x8, __fp16, __fp16>(args); }
-},
-//Tranpose, 1D split, with blockmanager
{
GemmMethod::GEMM_INTERLEAVED,
- "sgemm_12x8_1d",
+ "a64_sgemm_8x12",
nullptr,
nullptr,
- [](const GemmArgs &args) { return new GemmInterleaved<sgemm_12x8, __fp16, __fp16>(args); }
+ [](const GemmArgs &args) { return new GemmInterleaved<cls_a64_sgemm_8x12, __fp16, __fp16>(args); }
},
#elif defined(__arm__)
{