diff options
Diffstat (limited to 'src/core/NEON/kernels/arm_gemm/kernels/sve_interleaved_fp16_mla_8x3VL.hpp')
-rw-r--r-- | src/core/NEON/kernels/arm_gemm/kernels/sve_interleaved_fp16_mla_8x3VL.hpp | 68 |
1 files changed, 50 insertions, 18 deletions
diff --git a/src/core/NEON/kernels/arm_gemm/kernels/sve_interleaved_fp16_mla_8x3VL.hpp b/src/core/NEON/kernels/arm_gemm/kernels/sve_interleaved_fp16_mla_8x3VL.hpp index eb946d9dfa..6c54167763 100644 --- a/src/core/NEON/kernels/arm_gemm/kernels/sve_interleaved_fp16_mla_8x3VL.hpp +++ b/src/core/NEON/kernels/arm_gemm/kernels/sve_interleaved_fp16_mla_8x3VL.hpp @@ -1,5 +1,5 @@ /* - * Copyright (c) 2019-2020 Arm Limited. + * Copyright (c) 2019-2021, 2023 Arm Limited. * * SPDX-License-Identifier: MIT * @@ -22,51 +22,83 @@ * SOFTWARE. */ #pragma once - -#ifdef __ARM_FEATURE_SVE - +#ifdef ARM_COMPUTE_ENABLE_SVE #include "../std_transforms_sve.hpp" +#include "../performance_parameters.hpp" -namespace arm_gemm { +#define ARGLIST \ + const __fp16 *, const __fp16 *, \ + __fp16 *, int, int, int +namespace arm_gemm +{ // Actual kernel implementations -void sve_interleaved_fp16_mla_8x3VL(const __fp16 *, const __fp16 *, __fp16 *, int, int, int); +void sve_interleaved_fp16_mla_8x3VL( ARGLIST ); +void sve_interleaved_fp16_mla_8x3VL_a64fx( ARGLIST ); -class cls_sve_interleaved_fp16_mla_8x3VL { +class cls_sve_interleaved_fp16_mla_8x3VL +{ public: typedef __fp16 operand_type; typedef __fp16 result_type; - typedef void (*kern_type)(const __fp16 *, const __fp16 *, __fp16 *, int, int, int); + typedef void (*kern_type)( ARGLIST ); /* Kernel blocking parameters */ - static unsigned int out_width() + static constexpr unsigned int out_height() { - return get_vector_length<__fp16>() * 3; + return 8; } - static unsigned int out_height() + static unsigned int out_width() { - return 8; + return get_vector_length<__fp16>() * 3; } - static unsigned int k_unroll() + static constexpr unsigned int k_unroll() { return 1; } - // Use the standard fixed size transforms. + StdTransformsSVE<operand_type, result_type, 8, 3, 1, 1> transforms = {}; + StdTransformsSVE<operand_type, result_type, 8, 3, 1, 1, true> transforms_quantized = {}; + template<typename T> + static inline PerformanceParameters get_performance_parameters(const CPUInfo *ci) + { - kern_type kernel=sve_interleaved_fp16_mla_8x3VL; + if (std::is_same<T, __fp16>::value) { + switch (ci->get_cpu_model()) { + default: + return { 15.96, 3.85, 6.91 }; + case CPUModel::A510: + return { 13.84, 2.07, 2.52 }; + case CPUModel::V1: + return { 31.90, 5.15, 10.34 }; + case CPUModel::A64FX: + return { 44.34, 3.23, 7.06 }; + } + } + + return { 1.0 }; + } - cls_sve_interleaved_fp16_mla_8x3VL(const CPUInfo *) + // Default to the generic kernel + kern_type kernel=sve_interleaved_fp16_mla_8x3VL; + cls_sve_interleaved_fp16_mla_8x3VL(const CPUInfo *ci) { - + switch(ci->get_cpu_model()) { + default: + break; + case CPUModel::A64FX: + kernel=sve_interleaved_fp16_mla_8x3VL_a64fx; + break; + } } }; } // namespace arm_gemm -#endif // __ARM_FEATURE_SVE +#undef ARGLIST +#endif // ARM_COMPUTE_ENABLE_SVE |