Pablo Tello | eb82fd2 | 2018-02-23 13:43:50 +0000 | [diff] [blame^] | 1 | /* |
| 2 | * Copyright (c) 2017-2018 ARM Limited. |
| 3 | * |
| 4 | * SPDX-License-Identifier: MIT |
| 5 | * |
| 6 | * Permission is hereby granted, free of charge, to any person obtaining a copy |
| 7 | * of this software and associated documentation files (the "Software"), to |
| 8 | * deal in the Software without restriction, including without limitation the |
| 9 | * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or |
| 10 | * sell copies of the Software, and to permit persons to whom the Software is |
| 11 | * furnished to do so, subject to the following conditions: |
| 12 | * |
| 13 | * The above copyright notice and this permission notice shall be included in all |
| 14 | * copies or substantial portions of the Software. |
| 15 | * |
| 16 | * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR |
| 17 | * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, |
| 18 | * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE |
| 19 | * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER |
| 20 | * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, |
| 21 | * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE |
| 22 | * SOFTWARE. |
| 23 | */ |
| 24 | #pragma once |
| 25 | |
| 26 | #include <stdio.h> |
| 27 | |
| 28 | #include "arm_gemm.hpp" |
| 29 | |
| 30 | #include "mergeresults.hpp" |
| 31 | #include "profiler.hpp" |
| 32 | #include "transform.hpp" |
| 33 | |
| 34 | namespace arm_gemm |
| 35 | { |
| 36 | // Implementation of the GemmCommon abstract class. |
| 37 | // |
| 38 | // This is implementation is for a "native" (no-transform) GEMV with a |
| 39 | // transposed matrix. |
| 40 | // |
| 41 | // As a native operation the source data is used in-place, so the internal |
| 42 | // and external operand/result types must match. |
| 43 | template <typename strategy, typename To, typename Tr> |
| 44 | class GemvNativeTransposed : public GemmCommon<To, Tr> |
| 45 | { |
| 46 | typedef typename strategy::operand_type Toi; |
| 47 | typedef typename strategy::result_type Tri; |
| 48 | |
| 49 | const unsigned int _Nsize; |
| 50 | const unsigned int _Ksize; |
| 51 | |
| 52 | const Tr _alpha; |
| 53 | |
| 54 | const CPUInfo *const _ci; |
| 55 | |
| 56 | unsigned int m_block = 0; |
| 57 | unsigned int n_block = 0; |
| 58 | |
| 59 | public: |
| 60 | GemvNativeTransposed(GemvNativeTransposed &) = delete; |
| 61 | GemvNativeTransposed &operator=(GemvNativeTransposed &) = delete; |
| 62 | |
| 63 | GemvNativeTransposed(const CPUInfo *ci, const unsigned int N, const unsigned int K, const Tr alpha) |
| 64 | : _Nsize(N), _Ksize(K), _alpha(alpha), _ci(ci) |
| 65 | { |
| 66 | /* For now don't do any blocking. TODO: figure out if we should. */ |
| 67 | m_block = K; |
| 68 | n_block = N; |
| 69 | } |
| 70 | |
| 71 | // Window is number of out_width blocks. |
| 72 | unsigned int get_window_size() const override |
| 73 | { |
| 74 | return iceildiv(_Nsize, strategy::out_width); |
| 75 | } |
| 76 | |
| 77 | // Actually execute the GEMV. |
| 78 | void execute(unsigned int start, unsigned int end, int) override |
| 79 | { |
| 80 | profiler prof; |
| 81 | strategy strat(_ci); |
| 82 | |
| 83 | unsigned int N_start = start * strategy::out_width; |
| 84 | unsigned int N_end = std::min(end * strategy::out_width, _Nsize); |
| 85 | |
| 86 | static_assert(std::is_same<To, Toi>::value, "gemv_transposed: Operand types must be the same."); |
| 87 | static_assert(std::is_same<Tr, Tri>::value, "gemv_transposed: Result types must be the same."); |
| 88 | |
| 89 | for(unsigned int m0 = 0; m0 < _Ksize; m0 += m_block) |
| 90 | { |
| 91 | unsigned int mmax = std::min(m0 + m_block, _Ksize); |
| 92 | |
| 93 | for(unsigned int n0 = N_start; n0 < N_end; n0 += n_block) |
| 94 | { |
| 95 | unsigned int nmax = std::min(n0 + n_block, N_end); |
| 96 | |
| 97 | prof(PROFILE_KERNEL, ((mmax - m0) * (nmax - n0)), [&](void) |
| 98 | { |
| 99 | strat.kernel(this->_Bptr + (m0 * this->_ldb) + n0, this->_Aptr + m0, this->_Cptr + n0, |
| 100 | _alpha, this->_ldb, (mmax - m0), (nmax - n0)); |
| 101 | }); |
| 102 | } |
| 103 | } |
| 104 | } |
| 105 | }; |
| 106 | |
| 107 | } // namespace arm_gemm |