/* * 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 "transform.hpp" #ifdef CYCLE_PROFILING #include "profiler.hpp" #endif 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; const unsigned int _nbatches; const unsigned int _nmultis; Tr _beta; const CPUInfo * const _ci; unsigned int k_block=0; unsigned int n_block=0; unsigned int window_per_batch() const { return iceildiv(_Msize, strategy::out_height()); } unsigned int window_per_multi() const { return window_per_batch() * _nbatches; } 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 unsigned int nbatches, const unsigned int nmultis, const Tr beta) : _Msize(M), _Nsize(N), _Ksize(K), _nbatches(nbatches), _nmultis(nmultis), _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 amount per multi multiplied by total number of multis. unsigned int get_window_size() const override { return window_per_multi() * _nmultis; } // Actually execute the GEMM. void execute(unsigned int start, unsigned int end, int) override { #ifdef CYCLE_PROFILING profiler prof; #endif strategy strat(_ci); 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."); /* Compute starting point based on 'start' */ unsigned int multi = start / window_per_multi(); unsigned int multi_pos = start % window_per_multi(); unsigned int batch = multi_pos / window_per_batch(); unsigned int batch_pos = multi_pos % window_per_batch(); unsigned int y0 = batch_pos * strategy::out_height(); for (unsigned int pos=start; pos_Aptr + (multi * this->_A_multi_stride) + (batch * this->_A_batch_stride) + (y0 * this->_lda), this->_lda, this->_Bptr + (multi * this->_B_multi_stride), this->_ldb, this->_Cptr + (multi * this->_C_multi_stride) + (batch * this->_C_batch_stride) + (y0 * this->_ldc), this->_ldc, _beta, (ymax-y0), _Nsize, _Ksize); /* Advance to next item */ y0 += strategy::out_height(); /* Check for batch/multi overflow */ if (y0 >= _Msize) { y0=0; batch++; if (batch == _nbatches) { batch=0; multi++; } } } } }; } // namespace arm_gemm