diff options
Diffstat (limited to 'src/core/NEON/kernels/arm_gemm/gemm_native.hpp')
| -rw-r--r-- | src/core/NEON/kernels/arm_gemm/gemm_native.hpp | 154 |
1 files changed, 0 insertions, 154 deletions
diff --git a/src/core/NEON/kernels/arm_gemm/gemm_native.hpp b/src/core/NEON/kernels/arm_gemm/gemm_native.hpp deleted file mode 100644 index fb01a731b8..0000000000 --- a/src/core/NEON/kernels/arm_gemm/gemm_native.hpp +++ /dev/null @@ -1,154 +0,0 @@ -/* - * Copyright (c) 2017-2020 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 <stdio.h> - -#include "arm_gemm.hpp" - -#include "arm_compute/core/NEON/kernels/arm_gemm/ndrange.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<typename strategy, typename To, typename Tr> -class GemmNative : public GemmCommon<To, Tr> { - 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; - - const Activation _act; - - const CPUInfo * const _ci; - - const unsigned int _k_block; - const unsigned int _n_block; - - const NDRange<4> _window_range; - - static unsigned int compute_k_block(const GemmArgs &args) { - return args._Ksize; - } - - static unsigned int compute_n_block(const GemmArgs &args) { - if ((args._cfg != nullptr) && args._cfg->outer_block_size > 0) { - return args._cfg->outer_block_size; - } else { - return args._Nsize; - } - } - -public: - GemmNative(GemmNative &) = delete; - GemmNative & operator= (GemmNative &) = delete; - - GemmNative(const GemmArgs &args) - : _Msize(args._Msize), _Nsize(args._Nsize), _Ksize(args._Ksize), - _nbatches(args._nbatches), _nmultis(args._nmulti), - _act(args._act), _ci(args._ci), - _k_block(compute_k_block(args)), _n_block(compute_n_block(args)), - _window_range(iceildiv(_Msize, strategy::out_height()), _nbatches, iceildiv(_Nsize, _n_block), _nmultis) { } - - // Window is amount per multi multiplied by total number of multis. - ndrange_t get_window_size() const override { - return { _window_range.total_size(), 1u, 1u, 1u, 1u, 1u }; - } - - // Native GEMMs can always be dynamically scheduled (whether requested or not) - bool supports_dynamic_scheduling() const override { - return true; - } - - // Actually execute the GEMM. - void execute_1d(unsigned int start, unsigned int end, int) { -#ifdef CYCLE_PROFILING - profiler prof; -#endif - strategy strat(_ci); - - static_assert(std::is_same<To, Toi>::value, "gemm_native: Operand types must be the same."); - static_assert(std::is_same<Tr, Tri>::value, "gemm_native: Result types must be the same."); - - auto p = _window_range.iterator(start, end); - - if (p.done()) { - return; - } - - do { - unsigned int y0 = p.dim(0) * strategy::out_height(); - unsigned int ymax = std::min(p.dim0_max() * strategy::out_height(), _Msize); - unsigned int batch = p.dim(1); - unsigned int n0 = p.dim(2) * _n_block; - unsigned int nmax = std::min(n0 + _n_block, _Nsize); - unsigned int multi = p.dim(3); - -#ifdef CYCLE_PROFILING - auto p = prof.ScopedProfiler(PROFILE_KERNEL, (ymax-y0) * (nmax - n0) * _Ksize); -#endif - - strat.kernel(this->_Aptr + (multi * this->_A_multi_stride) + (batch * this->_A_batch_stride) + (y0 * this->_lda), this->_lda, - this->_Bptr + (multi * this->_B_multi_stride) + n0, this->_ldb, - this->_Cptr + (multi * this->_C_multi_stride) + (batch * this->_C_batch_stride) + (y0 * this->_ldc) + n0, this->_ldc, - (ymax-y0), (nmax-n0), _Ksize, - (strategy::supports_bias() && this->_bias) ? this->_bias + (multi * this->_bias_multi_stride) + n0 : nullptr, - _act, false); - - // Add bias externally if needed - if (!strategy::supports_bias() && this->_bias) { - bias_adder(this->_Cptr + (multi * this->_C_multi_stride) + (batch * this->_C_batch_stride) + (y0 * this->_ldc) + n0, this->_ldc, - this->_bias + (multi * this->_bias_multi_stride) + n0, - (ymax - y0), (nmax - n0)); - } - } while (p.next_dim1()); - } - - //Execute - void execute(const ndcoord_t& work_range, const ndcoord_t& thread_locator, int threadid) override { - UNUSED(thread_locator); - - const auto start = work_range.get_position(0); - const auto stop = work_range.get_position_end(0); - - execute_1d(start, stop, threadid); - } -}; - -} // namespace arm_gemm |