diff options
Diffstat (limited to 'src/core/NEON/kernels/arm_gemm/kernels/sve_interleaved_bf16fp32_mmla_8x3VL.hpp')
-rw-r--r-- | src/core/NEON/kernels/arm_gemm/kernels/sve_interleaved_bf16fp32_mmla_8x3VL.hpp | 69 |
1 files changed, 52 insertions, 17 deletions
diff --git a/src/core/NEON/kernels/arm_gemm/kernels/sve_interleaved_bf16fp32_mmla_8x3VL.hpp b/src/core/NEON/kernels/arm_gemm/kernels/sve_interleaved_bf16fp32_mmla_8x3VL.hpp index 2889dd7f0f..c5096ff4ba 100644 --- a/src/core/NEON/kernels/arm_gemm/kernels/sve_interleaved_bf16fp32_mmla_8x3VL.hpp +++ b/src/core/NEON/kernels/arm_gemm/kernels/sve_interleaved_bf16fp32_mmla_8x3VL.hpp @@ -1,5 +1,5 @@ /* - * Copyright (c) 2019-2020 Arm Limited. + * Copyright (c) 2019-2023 Arm Limited. * * SPDX-License-Identifier: MIT * @@ -22,51 +22,86 @@ * SOFTWARE. */ #pragma once +#ifdef ARM_COMPUTE_ENABLE_SVE -#ifdef __ARM_FEATURE_SVE - -#include "../bfloat.hpp" #include "../std_transforms_sve.hpp" +#include "../bfloat.hpp" +#include "../performance_parameters.hpp" -namespace arm_gemm { +#define ARGLIST \ + const bfloat16 *, const bfloat16 *, \ + float *, int, int, int +namespace arm_gemm +{ // Actual kernel implementations -void sve_interleaved_bf16fp32_mmla_8x3VL(const bfloat16 *, const bfloat16 *, float *, int, int, int); +void sve_interleaved_bf16fp32_mmla_8x3VL( ARGLIST ); -class cls_sve_interleaved_bf16fp32_mmla_8x3VL { +class cls_sve_interleaved_bf16fp32_mmla_8x3VL +{ public: typedef bfloat16 operand_type; typedef float result_type; - typedef void (*kern_type)(const bfloat16 *, const bfloat16 *, float *, 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<float>() * 3; + return 8; } - static unsigned int out_height() + static unsigned int out_width() { - return 8; + return get_vector_length<float>() * 3; } - static unsigned int k_unroll() + static constexpr unsigned int k_unroll() { return 4; } - // Use the standard fixed size transforms. + StdTransformsSVE<operand_type, result_type, 8, 6, 4, 2> transforms = {}; + StdTransformsSVE<operand_type, result_type, 8, 6, 4, 2, true> transforms_quantized = {}; + template<typename T> + static inline PerformanceParameters get_performance_parameters(const CPUInfo *ci) + { - kern_type kernel=sve_interleaved_bf16fp32_mmla_8x3VL; + if (std::is_same<T, bfloat16>::value) { + switch (ci->get_cpu_model()) { + default: + return { 31.41, 4.30, 7.14 }; + case CPUModel::A510: + return { 7.78, 4.01, 2.43 }; + case CPUModel::V1: + return { 62.50, 5.09, 11.32 }; + } + } + + + if (std::is_same<T, float>::value) { + switch (ci->get_cpu_model()) { + default: + return { 30.86, 2.36, 5.28 }; + case CPUModel::A510: + return { 7.75, 2.47, 2.39 }; + case CPUModel::V1: + return { 47.63, 5.11, 6.80 }; + } + } + return { 1.0 }; + } + + // Default to the generic kernel + kern_type kernel=sve_interleaved_bf16fp32_mmla_8x3VL; cls_sve_interleaved_bf16fp32_mmla_8x3VL(const CPUInfo *) { - } }; } // namespace arm_gemm -#endif // __ARM_FEATURE_SVE +#undef ARGLIST +#endif // ARM_COMPUTE_ENABLE_SVE |