From eb82fd2aa786715c3b6a941dc6d6deac4ce8e2a0 Mon Sep 17 00:00:00 2001 From: Pablo Tello Date: Fri, 23 Feb 2018 13:43:50 +0000 Subject: COMPMID-881: RSH new arm_gemm interface. Change-Id: I1e2a1a77097d8017c274af3f97eba6964f80f5fa Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/122592 Tested-by: Jenkins Reviewed-by: Anthony Barbier --- src/core/NEON/kernels/arm_gemm/gemm_native.hpp | 102 +++++++++++++++++++++++++ 1 file changed, 102 insertions(+) create mode 100644 src/core/NEON/kernels/arm_gemm/gemm_native.hpp (limited to 'src/core/NEON/kernels/arm_gemm/gemm_native.hpp') diff --git a/src/core/NEON/kernels/arm_gemm/gemm_native.hpp b/src/core/NEON/kernels/arm_gemm/gemm_native.hpp new file mode 100644 index 0000000000..b0192793b9 --- /dev/null +++ b/src/core/NEON/kernels/arm_gemm/gemm_native.hpp @@ -0,0 +1,102 @@ +/* + * Copyright (c) 2017-2018 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 + +#include + +#include "arm_gemm.hpp" + +#include "mergeresults.hpp" +#include "profiler.hpp" +#include "transform.hpp" + +namespace arm_gemm +{ +// Implementation of the GemmCommon abstract class. +// +// This is implementation is for native GEMM with no transposition. +// +// By default the source data is used in-place, but if type conversion is +// needed we need to allocate working space (CURRENTLY NOT IMPLEMENTED). + +template +class GemmNative : public GemmCommon +{ + typedef typename strategy::operand_type Toi; + typedef typename strategy::result_type Tri; + + const unsigned int _Msize; + const unsigned int _Nsize; + const unsigned int _Ksize; + + Tr _beta; + + const CPUInfo *const _ci; + + unsigned int k_block = 0; + unsigned int n_block = 0; + +public: + GemmNative(GemmNative &) = delete; + GemmNative &operator=(GemmNative &) = delete; + + GemmNative(const CPUInfo *ci, const unsigned int M, const unsigned int N, const unsigned int K, const Tr beta) + : _Msize(M), _Nsize(N), _Ksize(K), _beta(beta), _ci(ci) + { + /* For now don't do any blocking. TODO: figure out if we should. */ + k_block = K; + n_block = N; + } + + // Window is number of out_height blocks + unsigned int get_window_size() const override + { + return iceildiv(_Msize, strategy::out_height); + } + + // Actually execute the GEMM. + void execute(unsigned int start, unsigned int end, int) override + { + profiler prof; + strategy strat(_ci); + + unsigned int M_start = start * strategy::out_height; + unsigned int M_end = std::min(end * strategy::out_height, _Msize); + + static_assert(std::is_same::value, "gemm_native: Operand types must be the same."); + static_assert(std::is_same::value, "gemm_native: Result types must be the same."); + + for(unsigned int y0 = M_start; y0 < M_end; y0 += strategy::out_height) + { + unsigned int ymax = std::min(y0 + strategy::out_height, M_end); + + prof(PROFILE_KERNEL, (ymax - y0) * _Nsize * _Ksize, [&](void) + { + strat.kernel(this->_Aptr + (y0 * this->_lda), this->_lda, this->_Bptr, this->_ldb, this->_Cptr + (y0 * this->_ldc), this->_ldc, _beta, (ymax - y0), _Nsize, _Ksize); + }); + } + } +}; + +} // namespace arm_gemm -- cgit v1.2.1