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Diffstat (limited to 'src/core/NEON/kernels/arm_gemm/gemm_fp16.cpp')
-rw-r--r--src/core/NEON/kernels/arm_gemm/gemm_fp16.cpp60
1 files changed, 31 insertions, 29 deletions
diff --git a/src/core/NEON/kernels/arm_gemm/gemm_fp16.cpp b/src/core/NEON/kernels/arm_gemm/gemm_fp16.cpp
index 0d9f53b84d..12bddf15e1 100644
--- a/src/core/NEON/kernels/arm_gemm/gemm_fp16.cpp
+++ b/src/core/NEON/kernels/arm_gemm/gemm_fp16.cpp
@@ -23,7 +23,7 @@
*/
// This can only be built if the target/compiler supports FP16 arguments.
-#if defined(__aarch64__) && (defined(ENABLE_FP16_KERNELS) || defined(__ARM_FEATURE_FP16_VECTOR_ARITHMETIC))
+#if defined(__aarch64__) && (defined(FP16_KERNELS) || defined(__ARM_FEATURE_FP16_VECTOR_ARITHMETIC))
#include "arm_gemm.hpp"
@@ -42,10 +42,12 @@
#include "kernels/a64_hgemm_8x24.hpp"
#include "kernels/a64_hybrid_fp16_mla_6x32.hpp"
#include "kernels/a64_sgemm_8x12.hpp"
+#ifdef ARM_COMPUTE_ENABLE_SME2
#include "kernels/sme2_gemv_fp16fp32fp16_dot_16VL.hpp"
#include "kernels/sme2_interleaved_nomerge_fp16fp32fp16_mopa_1VLx4VL.hpp"
#include "kernels/sme2_interleaved_nomerge_fp16fp32fp16_mopa_2VLx2VL.hpp"
#include "kernels/sme2_interleaved_nomerge_fp16fp32fp16_mopa_4VLx1VL.hpp"
+#endif // ARM_COMPUTE_ENABLE_SME2
#ifdef ARM_COMPUTE_ENABLE_FIXED_FORMAT_KERNELS
#include "kernels/sve_ffhybrid_fp16_mla_6x4VL.hpp"
#include "kernels/sve_ffinterleaved_fp16_mla_8x3VL.hpp"
@@ -55,7 +57,7 @@
namespace arm_gemm {
-static const GemmImplementation<__fp16, __fp16, __fp16> gemm_fp16_methods[] = {
+static const GemmImplementation<__fp16, __fp16> gemm_fp16_methods[] = {
#ifdef ARM_COMPUTE_ENABLE_SVE
#ifdef ARM_COMPUTE_ENABLE_SME2
{
@@ -71,7 +73,7 @@ static const GemmImplementation<__fp16, __fp16, __fp16> gemm_fp16_methods[] = {
[](const GemmArgs &args) { return args._ci->has_sme2(); },
[](const GemmArgs &args) { const auto VL = sme::get_vector_length<float>();
return args._Nsize >= 8*VL || args._Msize <= VL || (2*VL < args._Msize && args._Msize <= 3*VL); },
- [](const GemmArgs &args) { return new GemmInterleaved<cls_sme2_interleaved_nomerge_fp16fp32fp16_mopa_1VLx4VL, __fp16, __fp16, __fp16, Nothing, false, false, false, true>(args); }
+ [](const GemmArgs &args) { return new GemmInterleaved<cls_sme2_interleaved_nomerge_fp16fp32fp16_mopa_1VLx4VL, __fp16, __fp16, Nothing, false, false, false, true>(args); }
},
{
GemmMethod::GEMM_INTERLEAVED,
@@ -79,32 +81,32 @@ static const GemmImplementation<__fp16, __fp16, __fp16> gemm_fp16_methods[] = {
[](const GemmArgs &args) { return args._ci->has_sme2(); },
[](const GemmArgs &args) { const auto VL = sme::get_vector_length<float>();
return args._Nsize <= VL || (2*VL < args._Nsize && args._Nsize <= 3*VL); },
- [](const GemmArgs &args) { return new GemmInterleaved<cls_sme2_interleaved_nomerge_fp16fp32fp16_mopa_4VLx1VL, __fp16, __fp16, __fp16, Nothing, false, false, false, true>(args); }
+ [](const GemmArgs &args) { return new GemmInterleaved<cls_sme2_interleaved_nomerge_fp16fp32fp16_mopa_4VLx1VL, __fp16, __fp16, Nothing, false, false, false, true>(args); }
},
{
GemmMethod::GEMM_INTERLEAVED,
"sme2_interleaved_nomerge_fp16fp32fp16_mopa_2VLx2VL",
[](const GemmArgs &args) { return args._ci->has_sme2(); },
nullptr,
- [](const GemmArgs &args) { return new GemmInterleaved<cls_sme2_interleaved_nomerge_fp16fp32fp16_mopa_2VLx2VL, __fp16, __fp16, __fp16, Nothing, false, false, false, true>(args); }
+ [](const GemmArgs &args) { return new GemmInterleaved<cls_sme2_interleaved_nomerge_fp16fp32fp16_mopa_2VLx2VL, __fp16, __fp16, Nothing, false, false, false, true>(args); }
},
#endif // ARM_COMPUTE_ENABLE_SME2
-GemmImplementation<__fp16, __fp16, __fp16>::with_estimate(
+GemmImplementation<__fp16, __fp16>::with_estimate(
GemmMethod::GEMM_HYBRID,
"sve_hybrid_fp16_mla_6x4VL",
[](const GemmArgs &args) { return args._ci->has_sve(); },
- [](const GemmArgs &args) { return GemmHybridIndirect<cls_sve_hybrid_fp16_mla_6x4VL, __fp16, __fp16, __fp16>::estimate_cycles<__fp16>(args); },
- [](const GemmArgs &args) { return new GemmHybridIndirect<cls_sve_hybrid_fp16_mla_6x4VL, __fp16, __fp16, __fp16>(args); }
+ [](const GemmArgs &args) { return GemmHybridIndirect<cls_sve_hybrid_fp16_mla_6x4VL, __fp16, __fp16>::estimate_cycles<__fp16>(args); },
+ [](const GemmArgs &args) { return new GemmHybridIndirect<cls_sve_hybrid_fp16_mla_6x4VL, __fp16, __fp16>(args); }
),
-GemmImplementation<__fp16, __fp16, __fp16>::with_estimate(
+GemmImplementation<__fp16, __fp16>::with_estimate(
GemmMethod::GEMM_INTERLEAVED,
"sve_interleaved_fp16_mla_8x3VL",
[](const GemmArgs &args) { return args._ci->has_sve() && (args._Ksize > 4); },
- [](const GemmArgs &args) { return GemmInterleaved<cls_sve_interleaved_fp16_mla_8x3VL, __fp16, __fp16, __fp16>::estimate_cycles<__fp16>(args); },
- [](const GemmArgs &args) { return new GemmInterleaved<cls_sve_interleaved_fp16_mla_8x3VL, __fp16, __fp16, __fp16>(args); }
+ [](const GemmArgs &args) { return GemmInterleaved<cls_sve_interleaved_fp16_mla_8x3VL, __fp16, __fp16>::estimate_cycles<__fp16>(args); },
+ [](const GemmArgs &args) { return new GemmInterleaved<cls_sve_interleaved_fp16_mla_8x3VL, __fp16, __fp16>(args); }
),
#ifdef ARM_COMPUTE_ENABLE_FIXED_FORMAT_KERNELS
-GemmImplementation<__fp16, __fp16, __fp16>::with_estimate(
+GemmImplementation<__fp16, __fp16>::with_estimate(
GemmMethod::GEMM_INTERLEAVED,
"sve_ffinterleaved_fp16_mla_8x3VL",
KernelWeightFormat::VL1VL_BL16,
@@ -112,7 +114,7 @@ GemmImplementation<__fp16, __fp16, __fp16>::with_estimate(
[](const GemmArgs &args) { return GemmInterleavedFixedFormat<cls_sve_ffinterleaved_fp16_mla_8x3VL, __fp16, __fp16>::estimate_cycles<__fp16>(args); },
[](const GemmArgs &args) { return new GemmInterleavedFixedFormat<cls_sve_ffinterleaved_fp16_mla_8x3VL, __fp16, __fp16>(args); }
),
-GemmImplementation<__fp16, __fp16, __fp16>::with_estimate(
+GemmImplementation<__fp16, __fp16>::with_estimate(
GemmMethod::GEMM_HYBRID,
"sve_ffhybrid_fp16_mla_6x4VL",
KernelWeightFormat::VL1VL_BL16,
@@ -123,22 +125,22 @@ GemmImplementation<__fp16, __fp16, __fp16>::with_estimate(
#endif // ARM_COMPUTE_ENABLE_FIXED_FORMAT_KERNELS
#endif // ARM_COMPUTE_ENABLE_SVE
#if defined(__aarch64__)
-GemmImplementation<__fp16, __fp16, __fp16>::with_estimate(
+GemmImplementation<__fp16, __fp16>::with_estimate(
GemmMethod::GEMM_HYBRID,
"a64_hybrid_fp16_mla_6x32",
[](const GemmArgs &args) { return args._ci->has_fp16(); },
- [](const GemmArgs &args) { return GemmHybridIndirect<cls_a64_hybrid_fp16_mla_6x32, __fp16, __fp16, __fp16>::estimate_cycles<__fp16>(args); },
- [](const GemmArgs &args) { return new GemmHybridIndirect<cls_a64_hybrid_fp16_mla_6x32, __fp16, __fp16, __fp16>(args); }
+ [](const GemmArgs &args) { return GemmHybridIndirect<cls_a64_hybrid_fp16_mla_6x32, __fp16, __fp16>::estimate_cycles<__fp16>(args); },
+ [](const GemmArgs &args) { return new GemmHybridIndirect<cls_a64_hybrid_fp16_mla_6x32, __fp16, __fp16>(args); }
),
-GemmImplementation<__fp16, __fp16, __fp16>::with_estimate(
+GemmImplementation<__fp16, __fp16>::with_estimate(
GemmMethod::GEMM_INTERLEAVED,
"a64_hgemm_8x24",
[](const GemmArgs &args) { return args._ci->has_fp16(); },
- [](const GemmArgs &args) { return GemmInterleaved<cls_a64_hgemm_8x24, __fp16, __fp16, __fp16>::estimate_cycles<__fp16>(args); },
- [](const GemmArgs &args) { return new GemmInterleaved<cls_a64_hgemm_8x24, __fp16, __fp16, __fp16>(args); }
+ [](const GemmArgs &args) { return GemmInterleaved<cls_a64_hgemm_8x24, __fp16, __fp16>::estimate_cycles<__fp16>(args); },
+ [](const GemmArgs &args) { return new GemmInterleaved<cls_a64_hgemm_8x24, __fp16, __fp16>(args); }
),
#ifdef ARM_COMPUTE_ENABLE_FIXED_FORMAT_KERNELS
-GemmImplementation<__fp16, __fp16, __fp16>::with_estimate(
+GemmImplementation<__fp16, __fp16>::with_estimate(
GemmMethod::GEMM_INTERLEAVED,
"a64_ffinterleaved_fp16_mla_8x24",
KernelWeightFormat::VL128_BL16,
@@ -146,7 +148,7 @@ GemmImplementation<__fp16, __fp16, __fp16>::with_estimate(
[](const GemmArgs &args) { return GemmInterleavedFixedFormat<cls_a64_ffinterleaved_fp16_mla_8x24, __fp16, __fp16>::estimate_cycles<__fp16>(args); },
[](const GemmArgs &args) { return new GemmInterleavedFixedFormat<cls_a64_ffinterleaved_fp16_mla_8x24, __fp16, __fp16>(args); }
),
-GemmImplementation<__fp16, __fp16, __fp16>::with_estimate(
+GemmImplementation<__fp16, __fp16>::with_estimate(
GemmMethod::GEMM_HYBRID,
"a64_ffhybrid_fp16_mla_6x32",
KernelWeightFormat::VL128_BL16,
@@ -160,7 +162,7 @@ GemmImplementation<__fp16, __fp16, __fp16>::with_estimate(
"a64_sgemm_8x12",
nullptr,
[](const GemmArgs &args) { return !args._ci->has_fp16(); },
- [](const GemmArgs &args) { return new GemmInterleaved<cls_a64_sgemm_8x12, __fp16, __fp16, __fp16>(args); }
+ [](const GemmArgs &args) { return new GemmInterleaved<cls_a64_sgemm_8x12, __fp16, __fp16>(args); }
},
#elif defined(__arm__)
{
@@ -168,7 +170,7 @@ GemmImplementation<__fp16, __fp16, __fp16>::with_estimate(
"sgemm_8x6",
nullptr,
nullptr,
- [](const GemmArgs &args) { return new GemmInterleaved<sgemm_8x6, __fp16, __fp16, __fp16>(args); }
+ [](const GemmArgs &args) { return new GemmInterleaved<sgemm_8x6, __fp16, __fp16>(args); }
},
#else // not AArch64 or AArch32
# error Unknown Architecture
@@ -183,16 +185,16 @@ GemmImplementation<__fp16, __fp16, __fp16>::with_estimate(
};
template<>
-const GemmImplementation<__fp16, __fp16, __fp16> *gemm_implementation_list<__fp16, __fp16, __fp16>() {
+const GemmImplementation<__fp16, __fp16> *gemm_implementation_list<__fp16, __fp16>() {
return gemm_fp16_methods;
}
/* Explicitly instantiate the external functions for these types. */
-template UniqueGemmCommon<__fp16, __fp16, __fp16> gemm<__fp16, __fp16, __fp16, Nothing>(const GemmArgs &args, const Nothing &);
-template bool has_opt_gemm<__fp16, __fp16, __fp16, Nothing>(WeightFormat &weight_format, const GemmArgs &args, const Nothing &);
-template KernelDescription get_gemm_method<__fp16, __fp16, __fp16, Nothing>(const GemmArgs &args, const Nothing &);
-template std::vector<KernelDescription> get_compatible_kernels<__fp16, __fp16, __fp16, Nothing>(const GemmArgs &args, const Nothing &);
+template UniqueGemmCommon<__fp16, __fp16> gemm<__fp16, __fp16, Nothing>(const GemmArgs &args, const Nothing &);
+template bool has_opt_gemm<__fp16, __fp16, Nothing>(WeightFormat &weight_format, const GemmArgs &args, const Nothing &);
+template KernelDescription get_gemm_method<__fp16, __fp16, Nothing>(const GemmArgs &args, const Nothing &);
+template std::vector<KernelDescription> get_compatible_kernels<__fp16, __fp16, Nothing>(const GemmArgs &args, const Nothing &);
} // namespace arm_gemm
-#endif // defined(__aarch64__) && (defined(ENABLE_FP16_KERNELS) || defined(__ARM_FEATURE_FP16_VECTOR_ARITHMETIC))
+#endif // defined(__aarch64__) && (defined(FP16_KERNELS) || defined(__ARM_FEATURE_FP16_VECTOR_ARITHMETIC))
generated by cgit v1.2.1 (git 2.23.0) at 2024-08-08 12:01:48 +0000