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|---|---|---|---|
| 1 | #include "safronov_m_multiplication_matrix_blockscheme_cannon/all/include/ops_all.hpp" | ||
| 2 | |||
| 3 | #include <mpi.h> | ||
| 4 | |||
| 5 | #include <algorithm> | ||
| 6 | #include <cmath> | ||
| 7 | #include <cstddef> | ||
| 8 | #include <utility> | ||
| 9 | #include <vector> | ||
| 10 | |||
| 11 | #include "oneapi/tbb/blocked_range2d.h" | ||
| 12 | #include "oneapi/tbb/parallel_for.h" | ||
| 13 | #include "safronov_m_multiplication_matrix_blockscheme_cannon/common/include/common.hpp" | ||
| 14 | |||
| 15 | namespace safronov_m_multiplication_matrix_blocksscheme_cannon { | ||
| 16 | |||
| 17 |
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16 | SafronovMMultiplicationMatrixBlockSchemeCannonALL::SafronovMMultiplicationMatrixBlockSchemeCannonALL(const InType &in) { |
| 18 | SetTypeOfTask(GetStaticTypeOfTask()); | ||
| 19 | GetInput() = in; | ||
| 20 | 16 | } | |
| 21 | |||
| 22 | 16 | bool SafronovMMultiplicationMatrixBlockSchemeCannonALL::ValidationImpl() { | |
| 23 | const auto &in = GetInput(); | ||
| 24 | 16 | int n = std::get<0>(in); | |
| 25 | const auto &a = std::get<1>(in); | ||
| 26 | const auto &b = std::get<2>(in); | ||
| 27 | |||
| 28 |
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16 | return (n > 0) && (!a.empty() && !b.empty()) && (a.size() == a[0].size()) && (b.size() == b[0].size()) && |
| 29 | 16 | (a.size() == b.size()); | |
| 30 | } | ||
| 31 | |||
| 32 |
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16 | bool SafronovMMultiplicationMatrixBlockSchemeCannonALL::PreProcessingImpl() { |
| 33 | GetOutput().clear(); | ||
| 34 | 16 | return true; | |
| 35 | } | ||
| 36 | |||
| 37 | ✗ | int SafronovMMultiplicationMatrixBlockSchemeCannonALL::CalcPaddedSize(int n, int q) { | |
| 38 | 16 | return ((n + q - 1) / q) * q; | |
| 39 | } | ||
| 40 | |||
| 41 | 16 | void SafronovMMultiplicationMatrixBlockSchemeCannonALL::PadMatrix(const std::vector<std::vector<double>> &src, | |
| 42 | std::vector<std::vector<double>> &dst, int padded_n) { | ||
| 43 | 16 | auto sz = static_cast<size_t>(padded_n); | |
| 44 | |||
| 45 |
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32 | dst = std::vector<std::vector<double>>(sz, std::vector<double>(sz, 0.0)); |
| 46 | |||
| 47 | size_t n = src.size(); | ||
| 48 |
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96 | for (size_t i = 0; i < n; ++i) { |
| 49 | 80 | std::copy(src[i].begin(), src[i].end(), dst[i].begin()); | |
| 50 | } | ||
| 51 | 16 | } | |
| 52 | |||
| 53 | 8 | void SafronovMMultiplicationMatrixBlockSchemeCannonALL::ParallelMultiplyBlocks(const std::vector<double> &a, | |
| 54 | const std::vector<double> &b, | ||
| 55 | std::vector<double> &c, int block_size) { | ||
| 56 | 248 | tbb::parallel_for(tbb::blocked_range2d<int>(0, block_size, 0, block_size), [&](const tbb::blocked_range2d<int> &r) { | |
| 57 |
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480 | for (int i = r.rows().begin(); i < r.rows().end(); ++i) { |
| 58 |
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1906 | for (int k = 0; k < block_size; ++k) { |
| 59 | 1666 | double temp = a[(i * block_size) + k]; | |
| 60 | |||
| 61 |
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3350 | for (int j = r.cols().begin(); j < r.cols().end(); ++j) { |
| 62 | 1684 | c[(i * block_size) + j] += temp * b[(k * block_size) + j]; | |
| 63 | } | ||
| 64 | } | ||
| 65 | } | ||
| 66 | 240 | }); | |
| 67 | 8 | } | |
| 68 | |||
| 69 | 8 | void SafronovMMultiplicationMatrixBlockSchemeCannonALL::DistributeData( | |
| 70 | MPI_Comm comm, int worker_rank, int worker_size, int q, int block_size, | ||
| 71 | const std::vector<std::vector<double>> &matrix_a_full, const std::vector<std::vector<double>> &matrix_b_full, | ||
| 72 | std::vector<double> &local_a, std::vector<double> &local_b) { | ||
| 73 | 8 | size_t b_sz = static_cast<size_t>(block_size) * block_size; | |
| 74 |
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8 | if (worker_rank == 0) { |
| 75 |
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16 | for (int proc = 0; proc < worker_size; ++proc) { |
| 76 | 8 | int row = proc / q; | |
| 77 | 8 | int col = proc % q; | |
| 78 | |||
| 79 | 8 | std::vector<double> send_a(static_cast<size_t>(block_size) * block_size); | |
| 80 |
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8 | std::vector<double> send_b(static_cast<size_t>(block_size) * block_size); |
| 81 | |||
| 82 |
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48 | for (int i = 0; i < block_size; ++i) { |
| 83 |
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282 | for (int j = 0; j < block_size; ++j) { |
| 84 | 242 | int a_row = (row * block_size) + i; | |
| 85 | 242 | int a_col = (((col + row) % q) * block_size) + j; | |
| 86 | 242 | int b_row = (((row + col) % q) * block_size) + i; | |
| 87 | 242 | int b_col = (col * block_size) + j; | |
| 88 | |||
| 89 | 242 | send_a[(i * block_size) + j] = matrix_a_full[a_row][a_col]; | |
| 90 | 242 | send_b[(i * block_size) + j] = matrix_b_full[b_row][b_col]; | |
| 91 | } | ||
| 92 | } | ||
| 93 | |||
| 94 |
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8 | if (proc == 0) { |
| 95 | local_a = std::move(send_a); | ||
| 96 | local_b = std::move(send_b); | ||
| 97 | } else { | ||
| 98 | ✗ | MPI_Send(send_a.data(), block_size * block_size, MPI_DOUBLE, proc, 0, comm); | |
| 99 | ✗ | MPI_Send(send_b.data(), block_size * block_size, MPI_DOUBLE, proc, 1, comm); | |
| 100 | } | ||
| 101 | } | ||
| 102 | } else { | ||
| 103 | ✗ | local_a.resize(b_sz); | |
| 104 | ✗ | local_b.resize(b_sz); | |
| 105 | ✗ | MPI_Recv(local_a.data(), block_size * block_size, MPI_DOUBLE, 0, 0, comm, MPI_STATUS_IGNORE); | |
| 106 | ✗ | MPI_Recv(local_b.data(), block_size * block_size, MPI_DOUBLE, 0, 1, comm, MPI_STATUS_IGNORE); | |
| 107 | } | ||
| 108 | 8 | } | |
| 109 | |||
| 110 | 8 | void SafronovMMultiplicationMatrixBlockSchemeCannonALL::CannonAlgorithm(MPI_Comm comm, int worker_rank, int q, | |
| 111 | int block_size, std::vector<double> &local_a, | ||
| 112 | std::vector<double> &local_b, | ||
| 113 | std::vector<double> &local_c) { | ||
| 114 | 8 | int row = worker_rank / q; | |
| 115 | 8 | int col = worker_rank % q; | |
| 116 | |||
| 117 | 8 | int left = (row * q) + ((col - 1 + q) % q); | |
| 118 | 8 | int right = (row * q) + ((col + 1) % q); | |
| 119 | 8 | int up = (((row - 1 + q) % q) * q) + col; | |
| 120 | 8 | int down = (((row + 1) % q) * q) + col; | |
| 121 | |||
| 122 |
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16 | for (int step = 0; step < q; ++step) { |
| 123 | 8 | ParallelMultiplyBlocks(local_a, local_b, local_c, block_size); | |
| 124 | |||
| 125 |
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8 | if (step < q - 1) { |
| 126 | ✗ | std::vector<double> next_a(static_cast<size_t>(block_size) * block_size); | |
| 127 | ✗ | std::vector<double> next_b(static_cast<size_t>(block_size) * block_size); | |
| 128 | |||
| 129 | ✗ | MPI_Sendrecv(local_a.data(), block_size * block_size, MPI_DOUBLE, left, 10, next_a.data(), | |
| 130 | block_size * block_size, MPI_DOUBLE, right, 10, comm, MPI_STATUS_IGNORE); | ||
| 131 | |||
| 132 | ✗ | MPI_Sendrecv(local_b.data(), block_size * block_size, MPI_DOUBLE, up, 11, next_b.data(), block_size * block_size, | |
| 133 | MPI_DOUBLE, down, 11, comm, MPI_STATUS_IGNORE); | ||
| 134 | |||
| 135 | local_a = std::move(next_a); | ||
| 136 | local_b = std::move(next_b); | ||
| 137 | } | ||
| 138 | } | ||
| 139 | 8 | } | |
| 140 | |||
| 141 | ✗ | void SafronovMMultiplicationMatrixBlockSchemeCannonALL::FillResultFromBuffer(std::vector<double> &flat_result, | |
| 142 | const std::vector<double> &buffer, int row, | ||
| 143 | int col, int block_size, int padded_n) { | ||
| 144 |
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48 | for (int i = 0; i < block_size; ++i) { |
| 145 |
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282 | for (int j = 0; j < block_size; ++j) { |
| 146 | ✗ | int global_row = (row * block_size) + i; | |
| 147 | ✗ | int global_col = (col * block_size) + j; | |
| 148 | 242 | flat_result[(global_row * padded_n) + global_col] = buffer[(i * block_size) + j]; | |
| 149 | } | ||
| 150 | } | ||
| 151 | ✗ | } | |
| 152 | |||
| 153 | 8 | void SafronovMMultiplicationMatrixBlockSchemeCannonALL::CollectResult(MPI_Comm comm, int worker_rank, int worker_size, | |
| 154 | int q, int block_size, | ||
| 155 | std::vector<double> &flat_result, | ||
| 156 | const std::vector<double> &local_c) { | ||
| 157 | 8 | int padded_n = q * block_size; | |
| 158 | |||
| 159 |
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8 | if (worker_rank == 0) { |
| 160 | FillResultFromBuffer(flat_result, local_c, 0, 0, block_size, padded_n); | ||
| 161 | |||
| 162 | 8 | std::vector<double> recv_buf(static_cast<std::size_t>(block_size) * block_size); | |
| 163 |
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8 | for (int proc = 1; proc < worker_size; ++proc) { |
| 164 | ✗ | MPI_Recv(recv_buf.data(), block_size * block_size, MPI_DOUBLE, proc, 20, comm, MPI_STATUS_IGNORE); | |
| 165 | ✗ | FillResultFromBuffer(flat_result, recv_buf, proc / q, proc % q, block_size, padded_n); | |
| 166 | } | ||
| 167 | } else { | ||
| 168 | ✗ | MPI_Send(local_c.data(), block_size * block_size, MPI_DOUBLE, 0, 20, comm); | |
| 169 | } | ||
| 170 | 8 | } | |
| 171 | |||
| 172 | 16 | bool SafronovMMultiplicationMatrixBlockSchemeCannonALL::RunImpl() { | |
| 173 | 16 | int rank = 0; | |
| 174 | 16 | int size = 1; | |
| 175 | |||
| 176 | 16 | MPI_Comm_rank(MPI_COMM_WORLD, &rank); | |
| 177 | 16 | MPI_Comm_size(MPI_COMM_WORLD, &size); | |
| 178 | |||
| 179 |
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16 | int q = static_cast<int>(std::sqrt(size)); |
| 180 | 16 | int active = q * q; | |
| 181 | |||
| 182 | 16 | int n = 0; | |
| 183 |
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16 | if (rank == 0) { |
| 184 | 8 | n = static_cast<int>(std::get<1>(GetInput()).size()); | |
| 185 | } | ||
| 186 | |||
| 187 | 16 | MPI_Bcast(&n, 1, MPI_INT, 0, MPI_COMM_WORLD); | |
| 188 | |||
| 189 | 16 | int padded_n = CalcPaddedSize(n, std::max(1, q)); | |
| 190 | int block_size = padded_n / std::max(1, q); | ||
| 191 | |||
| 192 | 16 | std::vector<std::vector<double>> padded_a; | |
| 193 | 16 | std::vector<std::vector<double>> padded_b; | |
| 194 | |||
| 195 |
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16 | if (rank == 0) { |
| 196 |
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8 | PadMatrix(std::get<1>(GetInput()), padded_a, padded_n); |
| 197 |
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8 | PadMatrix(std::get<2>(GetInput()), padded_b, padded_n); |
| 198 | } | ||
| 199 | |||
| 200 |
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16 | std::vector<double> flat_result(static_cast<size_t>(padded_n) * padded_n, 0.0); |
| 201 | |||
| 202 | 16 | MPI_Comm comm = MPI_COMM_NULL; | |
| 203 |
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16 | int color = (rank < active) ? 0 : MPI_UNDEFINED; |
| 204 | |||
| 205 |
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16 | MPI_Comm_split(MPI_COMM_WORLD, color, rank, &comm); |
| 206 | |||
| 207 |
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16 | if (rank < active) { |
| 208 | 8 | int wrank = 0; | |
| 209 | 8 | int wsize = 0; | |
| 210 | |||
| 211 |
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8 | MPI_Comm_rank(comm, &wrank); |
| 212 |
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8 | MPI_Comm_size(comm, &wsize); |
| 213 | |||
| 214 |
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8 | std::vector<double> local_a(static_cast<size_t>(block_size) * block_size); |
| 215 |
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8 | std::vector<double> local_b(static_cast<size_t>(block_size) * block_size); |
| 216 |
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8 | std::vector<double> local_c(static_cast<size_t>(block_size) * block_size, 0.0); |
| 217 | |||
| 218 |
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8 | DistributeData(comm, wrank, wsize, q, block_size, padded_a, padded_b, local_a, local_b); |
| 219 | |||
| 220 |
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8 | CannonAlgorithm(comm, wrank, q, block_size, local_a, local_b, local_c); |
| 221 | |||
| 222 |
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8 | CollectResult(comm, wrank, wsize, q, block_size, flat_result, local_c); |
| 223 | |||
| 224 |
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8 | MPI_Comm_free(&comm); |
| 225 | } | ||
| 226 | |||
| 227 |
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16 | MPI_Bcast(flat_result.data(), padded_n * padded_n, MPI_DOUBLE, 0, MPI_COMM_WORLD); |
| 228 | |||
| 229 |
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16 | std::vector<std::vector<double>> result(static_cast<size_t>(n), std::vector<double>(static_cast<size_t>(n))); |
| 230 | |||
| 231 | 16 | auto un = static_cast<size_t>(n); | |
| 232 | auto upadded_n = static_cast<size_t>(padded_n); | ||
| 233 | |||
| 234 |
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96 | for (size_t i = 0; i < un; ++i) { |
| 235 |
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564 | for (size_t j = 0; j < un; ++j) { |
| 236 | 484 | result[i][j] = flat_result[(i * upadded_n) + j]; | |
| 237 | } | ||
| 238 | } | ||
| 239 | |||
| 240 | 16 | GetOutput() = std::move(result); | |
| 241 | 16 | return true; | |
| 242 | 32 | } | |
| 243 | |||
| 244 | 16 | bool SafronovMMultiplicationMatrixBlockSchemeCannonALL::PostProcessingImpl() { | |
| 245 | 16 | return true; | |
| 246 | } | ||
| 247 | |||
| 248 | } // namespace safronov_m_multiplication_matrix_blocksscheme_cannon | ||
| 249 |