/* * Copyright (c) 2017-2019 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. */ // This can only be built if the target/compiler supports FP16 arguments. #ifdef __ARM_FP16_ARGS #include "arm_gemm.hpp" #include "gemm_common.hpp" #include "gemm_hybrid.hpp" #include "gemm_implementation.hpp" #include "gemm_interleaved.hpp" #include "gemm_native.hpp" #include "kernels/a32_sgemm_8x6.hpp" #include "kernels/a64_hgemm_24x8.hpp" #include "kernels/a64_sgemm_12x8.hpp" #include "kernels/sve_hybrid_fp16_mla_4VLx4.hpp" #include "kernels/sve_interleaved_fp16_mla_3VLx8.hpp" #include "kernels/sve_native_fp16_mla_4VLx4.hpp" namespace arm_gemm { static const GemmImplementation<__fp16, __fp16> gemm_fp16_methods[] = { #if defined(__ARM_FEATURE_SVE) { GemmMethod::GEMM_HYBRID, "hybrid_fp16_mla_4VLx4", [](const GemmArgs<__fp16> &args) { return (args._Ksize >= 8) && (args._alpha == 1.0f) && !args._trA && args._pretransposed_hint; }, [](const GemmArgs<__fp16> &args) { return ((args._Ksize <= 256) && (args._Nsize <= 256)) || ((args._nmulti > 1) && ((args._Msize / args._maxthreads) < 8)); }, [](const GemmArgs<__fp16> &args) { return new GemmHybrid(args); } }, { GemmMethod::GEMM_NATIVE, "native_fp16_mla_4VLx4", [](const GemmArgs<__fp16> &args) { return (args._Ksize >= 8 && args._alpha==1.0f && !args._trA && !args._trB); }, [](const GemmArgs<__fp16> &args) { return ((args._Ksize <= 128) && (args._Nsize <= 128)) || ((args._nmulti > 1) && ((args._Msize / args._maxthreads) < 8)); }, [](const GemmArgs<__fp16> &args) { return new GemmNative(args); } }, { GemmMethod::GEMM_INTERLEAVED, "interleaved_fp16_mla_3VLx8", [](const GemmArgs<__fp16> &args) { return (args._Ksize > 4); }, nullptr, [](const GemmArgs<__fp16> &args) { return new GemmInterleaved(args); } }, #endif #if defined(__aarch64__) && (defined(__ARM_FEATURE_FP16_VECTOR_ARITHMETIC) || defined(FP16_KERNELS)) { GemmMethod::GEMM_INTERLEAVED, "hgemm_24x8", #ifndef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC [](const GemmArgs<__fp16> &args) { return args._ci->has_fp16(); }, #else nullptr, #endif nullptr, [](const GemmArgs<__fp16> &args) { return new GemmInterleaved(args); } }, #endif #ifdef __aarch64__ { GemmMethod::GEMM_INTERLEAVED, "sgemm_12x8", nullptr, nullptr, [](const GemmArgs<__fp16> &args) { return new GemmInterleaved(args); } }, #elif defined(__arm__) { GemmMethod::GEMM_INTERLEAVED, "sgemm_8x6", nullptr, nullptr, [](const GemmArgs<__fp16> &args) { return new GemmInterleaved(args); } }, #else // not AArch64 or AArch32 # error Unknown Architecture #endif { GemmMethod::DEFAULT, "", nullptr, nullptr, nullptr, } }; template<> 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> gemm<__fp16, __fp16, Nothing>(const GemmArgs<__fp16> &args, const Nothing &); template KernelDescription get_gemm_method<__fp16, __fp16, Nothing>(const GemmArgs<__fp16> &args, const Nothing &); template std::vector get_compatible_kernels<__fp16, __fp16, Nothing>(const GemmArgs<__fp16> &args, const Nothing &); } // namespace arm_gemm #endif // __ARM_FP16_ARGS