/* * Copyright (c) 2022-2024 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 ARM_COMPUTE_ENABLE_SVE #include "../std_transforms_sve.hpp" #include "../bfloat.hpp" #include "../kernel_weight_format.hpp" #include "../performance_parameters.hpp" #define ARGLIST \ unsigned int, const unsigned int *, \ IndirectInputArg, \ size_t, size_t, \ const bfloat16 *, \ size_t, \ IndirectOutputArg, \ const float *, Activation, bool namespace arm_gemm { // Actual kernel implementations void sve_ffhybrid_fp32bf16fp32_mmla_4x6VL( ARGLIST ); class cls_sve_ffhybrid_fp32bf16fp32_mmla_4x6VL { public: typedef float lhs_operand_type; typedef bfloat16 rhs_operand_type; typedef float result_type; typedef void (*kern_type)( ARGLIST ); /* Kernel blocking parameters */ static constexpr unsigned int out_height() { return 4; } static unsigned int stripe_width() { return get_vector_length() * 1; } static KernelWeightFormat kernel_weight_format() { return KernelWeightFormat::VL2VL_BL64_BF16; } static unsigned int out_width() { return get_vector_length() * 6; } static constexpr unsigned int k_unroll() { return 4; } static constexpr bool supports_accumulate() { return true; } StdTransformsSVE transforms = {}; template static inline PerformanceParameters get_performance_parameters(const CPUInfo *ci) { if (std::is_same::value) { switch (ci->get_cpu_model()) { case CPUModel::V1: return { 28.74 }; default: return { 15.27 }; } } return { 1.0 }; } // Default to the generic kernel kern_type kernel=sve_ffhybrid_fp32bf16fp32_mmla_4x6VL; cls_sve_ffhybrid_fp32bf16fp32_mmla_4x6VL(const CPUInfo *) { } }; } // namespace arm_gemm #undef ARGLIST #endif // ARM_COMPUTE_ENABLE_SVE