/* * Copyright (c) 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 "kernels/a64_gemm_s16_8x12.hpp" #include "kernels/a64_gemm_s8_8x12.hpp" #include "kernels/a64_gemm_s8_4x4.hpp" #include "kernels/a64_interleaved_s8s32_mmla_8x12.hpp" #ifdef ARM_COMPUTE_ENABLE_SVE #ifdef ARM_COMPUTE_ENABLE_SME2 #include "kernels/sme2_interleaved_nomerge_s8qfp32_mopa_1VLx4VL.hpp" #include "kernels/sme2_interleaved_nomerge_s8qfp32_mopa_2VLx2VL.hpp" #include "kernels/sme2_interleaved_nomerge_s8qfp32_mopa_4VLx1VL.hpp" #endif // ARM_COMPUTE_ENABLE_SME2 #include "kernels/sve_interleaved_s8s32_dot_8x3VL.hpp" #include "kernels/sve_interleaved_s8s32_mmla_8x3VL.hpp" #endif // ARM_COMPUTE_ENABLE_SVE #include "gemm_implementation.hpp" #include "gemm_interleaved.hpp" #include "utils.hpp" #include #include namespace arm_gemm { static const GemmImplementation gemm_s8fp32_methods[] = { #ifdef ARM_COMPUTE_ENABLE_SVE #ifdef ARM_COMPUTE_ENABLE_SME2 { GemmMethod::GEMM_INTERLEAVED, "sme2_interleaved_nomerge_s8qfp32_mopa_1VLx4VL.hpp", [](const GemmArgs &args, const DequantizeFloat &) { return args._ci->has_sme2(); }, [](const GemmArgs &args, const DequantizeFloat &) { const auto VL = sme::get_vector_length(); return args._Msize <= VL || (2*VL < args._Msize && args._Msize <= 3*VL); }, [](const GemmArgs &args, const DequantizeFloat &dq) { return new GemmInterleavedNoMergeDequantized(args, dq); } }, { GemmMethod::GEMM_INTERLEAVED, "sme2_interleaved_nomerge_s8qfp32_mopa_4Vx1VL.hpp", [](const GemmArgs &args, const DequantizeFloat &) { return args._ci->has_sme2(); }, [](const GemmArgs &args, const DequantizeFloat &) { const auto VL = sme::get_vector_length(); return args._Nsize <= VL || (2*VL < args._Nsize && args._Nsize <= 3*VL); }, [](const GemmArgs &args, const DequantizeFloat &dq) { return new GemmInterleavedNoMergeDequantized(args, dq); } }, { GemmMethod::GEMM_INTERLEAVED, "sme2_interleaved_nomerge_s8qfp32_mopa_2Vx2VL.hpp", [](const GemmArgs &args, const DequantizeFloat &) { return args._ci->has_sme2(); }, nullptr, [](const GemmArgs &args, const DequantizeFloat &dq) { return new GemmInterleavedNoMergeDequantized(args, dq); } }, #endif // ARM_COMPUTE_ENABLE_SME2 GemmImplementation::with_estimate( GemmMethod::GEMM_INTERLEAVED, "sve_interleaved_s8s32_mmla_8x3VL", [](const GemmArgs &args, const DequantizeFloat &) { return args._ci->has_svei8mm(); }, [](const GemmArgs &args, const DequantizeFloat &) { return GemmInterleavedDequantized::estimate_cycles(args); }, [](const GemmArgs &args, const DequantizeFloat &qp) { return new GemmInterleavedDequantized(args, qp); } ), GemmImplementation::with_estimate( GemmMethod::GEMM_INTERLEAVED, "sve_interleaved_s8s32_dot_8x3VL", [](const GemmArgs &args, const DequantizeFloat &) { return args._ci->has_sve(); }, [](const GemmArgs &args, const DequantizeFloat &) { return GemmInterleavedDequantized::estimate_cycles(args); }, [](const GemmArgs &args, const DequantizeFloat &qp) { return new GemmInterleavedDequantized(args, qp); } ), #endif // ARM_COMPUTE_ENABLE_SVE GemmImplementation::with_estimate( GemmMethod::GEMM_INTERLEAVED, "a64_interleaved_s8s32_mmla_8x12", [](const GemmArgs &args, const DequantizeFloat &) { return args._ci->has_i8mm(); }, [](const GemmArgs &args, const DequantizeFloat &) { return GemmInterleavedDequantized::estimate_cycles(args); }, [](const GemmArgs &args, const DequantizeFloat &qp) { return new GemmInterleavedDequantized(args, qp); } ), { GemmMethod::GEMM_INTERLEAVED, "a64_gemm_s16_8x12", nullptr, [](const GemmArgs &args, const DequantizeFloat &) { return args._ci->get_cpu_model() == CPUModel::A53 && ((args._Msize > 28) || ((args._Msize % 8) > 4)); }, [](const GemmArgs &args, const DequantizeFloat &qp) { return new GemmInterleavedDequantized(args, qp); } }, GemmImplementation::with_estimate( GemmMethod::GEMM_INTERLEAVED, "a64_gemm_s8_8x12", [](const GemmArgs &args, const DequantizeFloat &) { return args._ci->has_dotprod(); }, [](const GemmArgs &args, const DequantizeFloat &) { return GemmInterleavedDequantized::estimate_cycles(args); }, [](const GemmArgs &args, const DequantizeFloat &qp) { return new GemmInterleavedDequantized(args, qp); } ), GemmImplementation::with_estimate( GemmMethod::GEMM_INTERLEAVED, "a64_gemm_s8_4x4", nullptr, [](const GemmArgs &args, const DequantizeFloat &) { return GemmInterleavedDequantized::estimate_cycles(args); }, [](const GemmArgs &args, const DequantizeFloat &qp) { return new GemmInterleavedDequantized(args, qp); } ), { GemmMethod::DEFAULT, "", nullptr, nullptr, nullptr } }; template<> const GemmImplementation *gemm_implementation_list() { return gemm_s8fp32_methods; } template UniqueGemmCommon gemm(const GemmArgs &args, const DequantizeFloat &os); template KernelDescription get_gemm_method(const GemmArgs &args, const DequantizeFloat &os); template std::vector get_compatible_kernels(const GemmArgs &args, const DequantizeFloat &os); } // namespace arm_gemm #endif // __aarch64__