/* * Copyright (c) 2019-2023 Arm Limited. * * SPDX-License-Identifier: MIT * * Permission is hereby granted, free of charge, to any person obtaining a copy * of this software and associated documentation files (the "Software"), to * deal in the Software without restriction, including without limitation the * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or * sell copies of the Software, and to permit persons to whom the Software is * furnished to do so, subject to the following conditions: * * The above copyright notice and this permission notice shall be included in all * copies or substantial portions of the Software. * * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE * SOFTWARE. */ #pragma once #ifdef __aarch64__ #include "../std_transforms_fixed.hpp" #include "../bfloat.hpp" #include "../performance_parameters.hpp" #define ARGLIST \ const bfloat16 *, const bfloat16 *, \ float *, int, int, int namespace arm_gemm { // Actual kernel implementations void a64_interleaved_bf16fp32_mmla_8x12( ARGLIST ); void a64_interleaved_bf16fp32_mmla_8x12_a510( ARGLIST ); class cls_a64_interleaved_bf16fp32_mmla_8x12 { public: typedef bfloat16 operand_type; typedef float result_type; typedef void (*kern_type)( ARGLIST ); /* Kernel blocking parameters */ static constexpr unsigned int out_height() { return 8; } static unsigned int out_width() { return 12; } static constexpr unsigned int k_unroll() { return 4; } StdTransformsFixed transforms = {}; StdTransformsFixed transforms_quantized = {}; template static inline PerformanceParameters get_performance_parameters(const CPUInfo *ci) { if (std::is_same::value) { switch (ci->get_cpu_model()) { default: return { 31.54, 4.30, 7.33 }; case CPUModel::V1: return { 59.94, 5.08, 9.83 }; case CPUModel::A510: return { 7.82, 4.05, 3.07 }; } } if (std::is_same::value) { switch (ci->get_cpu_model()) { default: return { 31.15, 2.51, 5.25 }; case CPUModel::V1: return { 41.44, 5.01, 5.64 }; case CPUModel::A510: return { 7.83, 2.53, 2.71 }; } } return { 1.0 }; } // Default to the generic kernel kern_type kernel=a64_interleaved_bf16fp32_mmla_8x12; cls_a64_interleaved_bf16fp32_mmla_8x12(const CPUInfo *ci) { switch(ci->get_cpu_model()) { default: break; case CPUModel::A510: kernel=a64_interleaved_bf16fp32_mmla_8x12_a510; break; } } }; } // namespace arm_gemm #undef ARGLIST #endif // __aarch64__