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|---|---|---|---|
| 1 | #include "zyazeva_s_matrix_mult_cannon_alg/tbb/include/ops_tbb.hpp" | ||
| 2 | |||
| 3 | #include <tbb/tbb.h> | ||
| 4 | |||
| 5 | #include <algorithm> | ||
| 6 | #include <cmath> | ||
| 7 | #include <cstddef> | ||
| 8 | #include <utility> | ||
| 9 | #include <vector> | ||
| 10 | |||
| 11 | #include "zyazeva_s_matrix_mult_cannon_alg/common/include/common.hpp" | ||
| 12 | |||
| 13 | namespace zyazeva_s_matrix_mult_cannon_alg { | ||
| 14 | |||
| 15 | namespace { | ||
| 16 | |||
| 17 | using AlignedVector = std::vector<double, tbb::cache_aligned_allocator<double>>; | ||
| 18 | |||
| 19 | inline size_t BlockIndex(size_t row, size_t col, size_t grid_size) { | ||
| 20 | 112 | return (row * grid_size) + col; | |
| 21 | } | ||
| 22 | |||
| 23 | inline size_t BlockOffset(size_t row, size_t col, size_t grid_size, size_t block_area) { | ||
| 24 | 64 | return BlockIndex(row, col, grid_size) * block_area; | |
| 25 | } | ||
| 26 | |||
| 27 | 28 | size_t FindGridSize(int sz) { | |
| 28 | const auto max_threads = tbb::this_task_arena::max_concurrency(); | ||
| 29 | 28 | const int root = static_cast<int>(std::sqrt(max_threads)); | |
| 30 | |||
| 31 |
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44 | for (int k = root; k >= 1; --k) { |
| 32 |
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44 | if (sz % k == 0) { |
| 33 | 28 | return static_cast<size_t>(k); | |
| 34 | } | ||
| 35 | } | ||
| 36 | return 1; | ||
| 37 | } | ||
| 38 | |||
| 39 | void CopyBlockRow(const std::vector<double> &src_mat, AlignedVector &dst_mat, size_t gi, size_t bj, size_t sz, | ||
| 40 | size_t bs, size_t dst_base, size_t i) { | ||
| 41 | 232 | const size_t src = (gi * sz) + (bj * bs); | |
| 42 | 232 | const size_t dst = dst_base + (i * bs); | |
| 43 | 232 | std::copy_n(src_mat.data() + src, bs, dst_mat.data() + dst); | |
| 44 | } | ||
| 45 | |||
| 46 | 64 | void InitializeBlock(size_t id, const std::vector<double> &m1, const std::vector<double> &m2, AlignedVector &a, | |
| 47 | AlignedVector &b, size_t gs, size_t bs, size_t sz, size_t block_area) { | ||
| 48 | 64 | const size_t bi = id / gs; | |
| 49 | 64 | const size_t bj = id % gs; | |
| 50 | const size_t base = BlockOffset(bi, bj, gs, block_area); | ||
| 51 | |||
| 52 |
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296 | for (size_t i = 0; i < bs; ++i) { |
| 53 | 232 | const size_t gi = (bi * bs) + i; | |
| 54 | CopyBlockRow(m1, a, gi, bj, sz, bs, base, i); | ||
| 55 | CopyBlockRow(m2, b, gi, bj, sz, bs, base, i); | ||
| 56 | } | ||
| 57 | 64 | } | |
| 58 | |||
| 59 | void InitializeBlocks(const std::vector<double> &m1, const std::vector<double> &m2, AlignedVector &a, AlignedVector &b, | ||
| 60 | size_t gs, size_t bs, size_t sz, size_t block_area, size_t total_blocks) { | ||
| 61 | tbb::parallel_for(static_cast<size_t>(0), total_blocks, | ||
| 62 | 64 | [&](size_t id) { InitializeBlock(id, m1, m2, a, b, gs, bs, sz, block_area); }); | |
| 63 | } | ||
| 64 | |||
| 65 | void SetMapEntry(std::vector<size_t> &map_a, std::vector<size_t> &map_b, size_t i, size_t j, size_t gs) { | ||
| 66 | const size_t idx = BlockIndex(i, j, gs); | ||
| 67 | 64 | map_a[idx] = BlockIndex(i, (j + i) % gs, gs); | |
| 68 | 64 | map_b[idx] = BlockIndex((i + j) % gs, j, gs); | |
| 69 | } | ||
| 70 | |||
| 71 | 28 | void InitializeMaps(std::vector<size_t> &map_a, std::vector<size_t> &map_b, size_t gs) { | |
| 72 |
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68 | for (size_t i = 0; i < gs; ++i) { |
| 73 |
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104 | for (size_t j = 0; j < gs; ++j) { |
| 74 | SetMapEntry(map_a, map_b, i, j, gs); | ||
| 75 | } | ||
| 76 | } | ||
| 77 | 28 | } | |
| 78 | |||
| 79 | void UpdateMapEntry(std::vector<size_t> &next_a, std::vector<size_t> &next_b, const std::vector<size_t> &map_a, | ||
| 80 | const std::vector<size_t> &map_b, size_t i, size_t j, size_t gs) { | ||
| 81 | const size_t idx = BlockIndex(i, j, gs); | ||
| 82 | 48 | next_a[idx] = map_a[BlockIndex(i, (j + 1) % gs, gs)]; | |
| 83 | 48 | next_b[idx] = map_b[BlockIndex((i + 1) % gs, j, gs)]; | |
| 84 | } | ||
| 85 | |||
| 86 | 12 | void UpdateMaps(std::vector<size_t> &map_a, std::vector<size_t> &map_b, size_t gs) { | |
| 87 |
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12 | std::vector<size_t> next_a(map_a.size()); |
| 88 |
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12 | std::vector<size_t> next_b(map_b.size()); |
| 89 | |||
| 90 |
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36 | for (size_t i = 0; i < gs; ++i) { |
| 91 |
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72 | for (size_t j = 0; j < gs; ++j) { |
| 92 | UpdateMapEntry(next_a, next_b, map_a, map_b, i, j, gs); | ||
| 93 | } | ||
| 94 | } | ||
| 95 | |||
| 96 | map_a.swap(next_a); | ||
| 97 | map_b.swap(next_b); | ||
| 98 | 12 | } | |
| 99 | |||
| 100 | 360 | void MultiplyBlockRow(const double *a, const double *b, double *c, int bs, int i) { | |
| 101 | 360 | const double *a_row = a + (static_cast<size_t>(i) * bs); | |
| 102 | double *c_row = c + (static_cast<size_t>(i) * bs); | ||
| 103 | |||
| 104 |
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2456 | for (int k = 0; k < bs; ++k) { |
| 105 | 2096 | const double a_val = a_row[k]; | |
| 106 |
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2096 | if (a_val == 0.0) { |
| 107 | ✗ | continue; | |
| 108 | } | ||
| 109 | 2096 | const double *b_row = b + (static_cast<size_t>(k) * bs); | |
| 110 | |||
| 111 |
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21368 | for (int j = 0; j < bs; ++j) { |
| 112 | 19272 | c_row[j] += a_val * b_row[j]; | |
| 113 | } | ||
| 114 | } | ||
| 115 | 360 | } | |
| 116 | |||
| 117 | void MultiplyBlocks(const double *a, const double *b, double *c, int block_size) { | ||
| 118 | const int bs = block_size; | ||
| 119 |
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472 | for (int i = 0; i < bs; ++i) { |
| 120 | 360 | MultiplyBlockRow(a, b, c, bs, i); | |
| 121 | } | ||
| 122 | } | ||
| 123 | |||
| 124 | 112 | void PerformCannonStepForBlock(size_t id, const AlignedVector &a, const AlignedVector &b, AlignedVector &c, | |
| 125 | const std::vector<size_t> &map_a, const std::vector<size_t> &map_b, size_t block_area, | ||
| 126 | int bs) { | ||
| 127 | 112 | const size_t a_idx = map_a[id]; | |
| 128 | 112 | const size_t b_idx = map_b[id]; | |
| 129 | |||
| 130 | 112 | MultiplyBlocks(a.data() + (a_idx * block_area), b.data() + (b_idx * block_area), c.data() + (id * block_area), bs); | |
| 131 | 112 | } | |
| 132 | |||
| 133 | void PerformCannonStep(const AlignedVector &a, const AlignedVector &b, AlignedVector &c, | ||
| 134 | const std::vector<size_t> &map_a, const std::vector<size_t> &map_b, size_t total_blocks, | ||
| 135 | size_t block_area, int bs) { | ||
| 136 | tbb::parallel_for(static_cast<size_t>(0), total_blocks, | ||
| 137 | 112 | [&](size_t id) { PerformCannonStepForBlock(id, a, b, c, map_a, map_b, block_area, bs); }); | |
| 138 | } | ||
| 139 | |||
| 140 | 64 | void AssembleResultBlock(size_t id, const AlignedVector &c, std::vector<double> &result, size_t gs, size_t bs, | |
| 141 | size_t sz, size_t block_area) { | ||
| 142 | 64 | const size_t bi = id / gs; | |
| 143 | 64 | const size_t bj = id % gs; | |
| 144 | 64 | const size_t base = id * block_area; | |
| 145 | |||
| 146 |
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296 | for (size_t i = 0; i < bs; ++i) { |
| 147 | 232 | const size_t dst = ((bi * bs + i) * sz) + (bj * bs); | |
| 148 | 232 | const size_t src = base + (i * bs); | |
| 149 | 232 | std::copy_n(c.data() + src, bs, result.data() + dst); | |
| 150 | } | ||
| 151 | 64 | } | |
| 152 | |||
| 153 | void AssembleResult(const AlignedVector &c, std::vector<double> &result, size_t gs, size_t bs, size_t sz, | ||
| 154 | size_t block_area, size_t total_blocks) { | ||
| 155 | tbb::parallel_for(static_cast<size_t>(0), total_blocks, | ||
| 156 | 64 | [&](size_t id) { AssembleResultBlock(id, c, result, gs, bs, sz, block_area); }); | |
| 157 | } | ||
| 158 | |||
| 159 | } // namespace | ||
| 160 | |||
| 161 |
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28 | ZyazevaSMatrixMultCannonAlgTBB::ZyazevaSMatrixMultCannonAlgTBB(const InType &in) { |
| 162 | SetTypeOfTask(GetStaticTypeOfTask()); | ||
| 163 | GetInput() = in; | ||
| 164 | GetOutput() = {}; | ||
| 165 | 28 | } | |
| 166 | |||
| 167 | 28 | bool ZyazevaSMatrixMultCannonAlgTBB::ValidationImpl() { | |
| 168 | const auto &input = GetInput(); | ||
| 169 | 28 | const size_t sz = std::get<0>(input); | |
| 170 | const auto &m1 = std::get<1>(input); | ||
| 171 | const auto &m2 = std::get<2>(input); | ||
| 172 | |||
| 173 |
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28 | return sz > 0 && m1.size() == sz * sz && m2.size() == sz * sz; |
| 174 | } | ||
| 175 | |||
| 176 |
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28 | bool ZyazevaSMatrixMultCannonAlgTBB::PreProcessingImpl() { |
| 177 | GetOutput().clear(); | ||
| 178 | 28 | return true; | |
| 179 | } | ||
| 180 | |||
| 181 | 28 | bool ZyazevaSMatrixMultCannonAlgTBB::PostProcessingImpl() { | |
| 182 | 28 | return true; | |
| 183 | } | ||
| 184 | |||
| 185 | 28 | bool ZyazevaSMatrixMultCannonAlgTBB::RunImpl() { | |
| 186 | 28 | const int sz = static_cast<int>(std::get<0>(GetInput())); | |
| 187 | const auto &m1 = std::get<1>(GetInput()); | ||
| 188 | const auto &m2 = std::get<2>(GetInput()); | ||
| 189 | |||
| 190 | 28 | const size_t grid_size = FindGridSize(sz); | |
| 191 | 28 | const size_t bs = static_cast<size_t>(sz) / grid_size; | |
| 192 | const size_t gs = grid_size; | ||
| 193 | 28 | const size_t block_area = bs * bs; | |
| 194 | 28 | const size_t total_blocks = gs * gs; | |
| 195 | |||
| 196 | 28 | AlignedVector a(total_blocks * block_area); | |
| 197 |
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28 | AlignedVector b(total_blocks * block_area); |
| 198 |
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28 | AlignedVector c(total_blocks * block_area, 0.0); |
| 199 | |||
| 200 | 28 | InitializeBlocks(m1, m2, a, b, gs, bs, static_cast<size_t>(sz), block_area, total_blocks); | |
| 201 | |||
| 202 |
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28 | std::vector<size_t> map_a(total_blocks); |
| 203 |
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28 | std::vector<size_t> map_b(total_blocks); |
| 204 | 28 | InitializeMaps(map_a, map_b, gs); | |
| 205 | |||
| 206 |
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68 | for (size_t step = 0; step < gs; ++step) { |
| 207 |
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40 | PerformCannonStep(a, b, c, map_a, map_b, total_blocks, block_area, static_cast<int>(bs)); |
| 208 |
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40 | if (step + 1 < gs) { |
| 209 |
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12 | UpdateMaps(map_a, map_b, gs); |
| 210 | } | ||
| 211 | } | ||
| 212 | |||
| 213 |
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28 | std::vector<double> result(static_cast<size_t>(sz) * sz); |
| 214 | 28 | AssembleResult(c, result, gs, bs, static_cast<size_t>(sz), block_area, total_blocks); | |
| 215 | |||
| 216 | GetOutput() = std::move(result); | ||
| 217 | 28 | return true; | |
| 218 | } | ||
| 219 | |||
| 220 | } // namespace zyazeva_s_matrix_mult_cannon_alg | ||
| 221 |