/* * Copyright (c) 2017-2020, 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. */ #ifdef __aarch64__ #include "arm_gemm.hpp" #include "gemm_common.hpp" #include "gemm_hybrid.hpp" #include "gemm_hybrid_indirect.hpp" #include "gemm_implementation.hpp" #include "gemm_interleaved.hpp" #include "kernels/a64_gemm_s16_8x12.hpp" #include "kernels/a64_gemm_s8_8x12.hpp" #include "kernels/a64_gemm_s8_4x4.hpp" #include "kernels/a64_hybrid_s8s32_dot_6x16.hpp" #include "kernels/a64_hybrid_s8s32_mmla_6x16.hpp" #include "kernels/a64_interleaved_s8s32_mmla_8x12.hpp" #include "kernels/a64_smallK_hybrid_s8s32_dot_6x4.hpp" #include "kernels/a64_smallK_hybrid_s8s32_dot_8x4.hpp" #ifdef ARM_COMPUTE_ENABLE_SVE #ifdef ARM_COMPUTE_ENABLE_SME2 #include "kernels/sme2_interleaved_nomerge_s8s32_mopa_1VLx4VL.hpp" #include "kernels/sme2_interleaved_nomerge_s8s32_mopa_2VLx2VL.hpp" #include "kernels/sme2_interleaved_nomerge_s8s32_mopa_4VLx1VL.hpp" #endif // ARM_COMPUTE_ENABLE_SME2 #include "kernels/sve_hybrid_s8s32_dot_6x4VL.hpp" #include "kernels/sve_hybrid_s8s32_mmla_6x4VL.hpp" #include "kernels/sve_interleaved_s8s32_dot_8x3VL.hpp" #include "kernels/sve_interleaved_s8s32_mmla_8x3VL.hpp" #endif // ARM_COMPUTE_ENABLE_SVE namespace arm_gemm { static const GemmImplementation gemm_s8_methods[] = { #ifdef ARM_COMPUTE_ENABLE_SVE #ifdef ARM_COMPUTE_ENABLE_SME2 // SME kernels { GemmMethod::GEMM_INTERLEAVED, "sme2_interleaved_nomerge_s8s32_mopa_1VLx4VL", [](const GemmArgs &args) { return args._ci->has_sme2(); }, [](const GemmArgs &args) { const auto VL = sme::get_vector_length(); return args._Msize <= VL || (2*VL < args._Msize && args._Msize <= 3*VL); }, [](const GemmArgs &args) { return new GemmInterleavedNoMerge(args); } }, { GemmMethod::GEMM_INTERLEAVED, "sme2_interleaved_nomerge_s8s32_mopa_4VLx1VL", [](const GemmArgs &args) { return args._ci->has_sme2(); }, [](const GemmArgs &args) { const auto VL = sme::get_vector_length(); return args._Nsize <= VL || (2*VL < args._Nsize && args._Nsize <= 3*VL); }, [](const GemmArgs &args) { return new GemmInterleavedNoMerge(args); } }, { GemmMethod::GEMM_INTERLEAVED, "sme2_interleaved_nomerge_s8s32_mopa_2VLx2VL", [](const GemmArgs &args) { return args._ci->has_sme2(); }, nullptr, [](const GemmArgs &args) { return new GemmInterleavedNoMerge(args); } }, #endif // ARM_COMPUTE_ENABLE_SME2 GemmImplementation::with_estimate( GemmMethod::GEMM_HYBRID, "sve_hybrid_s8s32_mmla_6x4VL", [](const GemmArgs &args) { return args._ci->has_svei8mm(); }, [](const GemmArgs &args) { return GemmHybridIndirect::estimate_cycles(args); }, [](const GemmArgs &args) { return new GemmHybridIndirect(args); } ), GemmImplementation::with_estimate( GemmMethod::GEMM_INTERLEAVED, "sve_interleaved_s8s32_mmla_8x3VL", [](const GemmArgs &args) { return args._ci->has_svei8mm() && (args._Ksize>8); }, [](const GemmArgs &args) { return GemmInterleaved::estimate_cycles(args); }, [](const GemmArgs &args) { return new GemmInterleaved(args); } ), GemmImplementation::with_estimate( GemmMethod::GEMM_HYBRID, "sve_hybrid_s8s32_dot_6x4VL", [](const GemmArgs &args) { return args._ci->has_sve() && args._Ksize>=16; }, [](const GemmArgs &args) { return GemmHybridIndirect::estimate_cycles(args); }, [](const GemmArgs &args) { return new GemmHybridIndirect(args); } ), GemmImplementation::with_estimate( GemmMethod::GEMM_INTERLEAVED, "sve_interleaved_s8s32_dot_8x3VL", [](const GemmArgs &args) { return args._ci->has_sve() && (args._Ksize>4); }, [](const GemmArgs &args) { return GemmInterleaved::estimate_cycles(args); }, [](const GemmArgs &args) { return new GemmInterleaved(args); } ), #endif // ARM_COMPUTE_ENABLE_SVE GemmImplementation::with_estimate( GemmMethod::GEMM_INTERLEAVED, "a64_interleaved_s8s32_mmla_8x12", [](const GemmArgs &args) { return args._ci->has_i8mm() && (args._Ksize>8); }, [](const GemmArgs &args) { return GemmInterleaved::estimate_cycles(args); }, [](const GemmArgs &args) { return new GemmInterleaved(args); } ), GemmImplementation::with_estimate( GemmMethod::GEMM_HYBRID, "a64_hybrid_s8s32_mmla_6x16", [](const GemmArgs &args) { return args._ci->has_i8mm(); }, [](const GemmArgs &args) { return GemmHybridIndirect::estimate_cycles(args); }, [](const GemmArgs &args) { return new GemmHybridIndirect(args); } ), { GemmMethod::GEMM_HYBRID, "a64_smallK_hybrid_s8s32_dot_8x4", [](const GemmArgs &args) { return args._ci->has_dotprod() && (args._Nsize % 4 == 0) && (args._Ksize<=32) && !args._indirect_input && !args._accumulate; }, [](const GemmArgs &args) { return !(args._ci->has_svei8mm() || args._ci->has_i8mm()); }, [](const GemmArgs &args) { return new GemmHybrid(args); } }, { GemmMethod::GEMM_HYBRID, "a64_smallK_hybrid_s8s32_dot_6x4", [](const GemmArgs &args) { return args._ci->has_dotprod() && (args._Nsize % 4 == 0) && (args._Ksize>32) && (args._Ksize<=64) && !args._indirect_input && !args._accumulate; }, [](const GemmArgs &args) { return !(args._ci->has_svei8mm() || args._ci->has_i8mm()); }, [](const GemmArgs &args) { return new GemmHybrid(args); } }, { GemmMethod::GEMM_INTERLEAVED, "a64_gemm_s16_8x12", nullptr, [](const GemmArgs &args) { return args._ci->get_cpu_model() == CPUModel::A53 && ((args._Msize > 28) || ((args._Msize % 8) > 4)); }, [](const GemmArgs &args) { return new GemmInterleaved(args); }, }, GemmImplementation::with_estimate( GemmMethod::GEMM_HYBRID, "a64_hybrid_s8s32_dot_6x16", [](const GemmArgs &args) { return args._ci->has_dotprod(); }, [](const GemmArgs &args) { return GemmHybridIndirect::estimate_cycles(args); }, [](const GemmArgs &args) { return new GemmHybridIndirect(args); } ), GemmImplementation::with_estimate( GemmMethod::GEMM_INTERLEAVED, "a64_gemm_s8_8x12", [](const GemmArgs &args) { return args._ci->has_dotprod(); }, [](const GemmArgs &args) { return GemmInterleaved::estimate_cycles(args); }, [](const GemmArgs &args) { return new GemmInterleaved(args); } ), GemmImplementation::with_estimate( GemmMethod::GEMM_INTERLEAVED, "a64_gemm_s8_4x4", nullptr, [](const GemmArgs &args) { return GemmInterleaved::estimate_cycles(args); }, [](const GemmArgs &args) { return new GemmInterleaved(args); } ), { GemmMethod::DEFAULT, "", nullptr, nullptr, nullptr } }; template<> const GemmImplementation *gemm_implementation_list() { return gemm_s8_methods; } /* Explicitly instantiate the external functions for these types. */ template UniqueGemmCommon gemm(const GemmArgs &args, const Nothing &); template bool has_opt_gemm(WeightFormat &weight_format, const GemmArgs &args, const Nothing &); template KernelDescription get_gemm_method(const GemmArgs &args, const Nothing &); template std::vector get_compatible_kernels (const GemmArgs &args, const Nothing &); } // namespace arm_gemm #endif // __aarch64__