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|---|---|---|---|
| 1 | #include "goriacheva_k_mult_sparse_complex_matrix_ccs/all/include/ops_all.hpp" | ||
| 2 | |||
| 3 | #include <mpi.h> | ||
| 4 | #include <omp.h> | ||
| 5 | |||
| 6 | #include <algorithm> | ||
| 7 | #include <cstddef> | ||
| 8 | #include <ranges> | ||
| 9 | #include <utility> | ||
| 10 | #include <vector> | ||
| 11 | |||
| 12 | #include "goriacheva_k_mult_sparse_complex_matrix_ccs/common/include/common.hpp" | ||
| 13 | |||
| 14 | namespace goriacheva_k_mult_sparse_complex_matrix_ccs { | ||
| 15 | |||
| 16 |
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28 | GoriachevaKMultSparseComplexMatrixCcsALL::GoriachevaKMultSparseComplexMatrixCcsALL(const InType &in) { |
| 17 | SetTypeOfTask(GetStaticTypeOfTask()); | ||
| 18 | GetInput() = in; | ||
| 19 | 28 | } | |
| 20 | |||
| 21 | 28 | bool GoriachevaKMultSparseComplexMatrixCcsALL::ValidationImpl() { | |
| 22 | auto &[a, b] = GetInput(); | ||
| 23 |
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28 | return (a.cols == b.rows) && !a.col_ptr.empty() && !b.col_ptr.empty(); |
| 24 | } | ||
| 25 | |||
| 26 | 28 | bool GoriachevaKMultSparseComplexMatrixCcsALL::PreProcessingImpl() { | |
| 27 | 28 | GetOutput() = {}; | |
| 28 | 28 | return true; | |
| 29 | } | ||
| 30 | |||
| 31 | namespace { | ||
| 32 | |||
| 33 | 41 | void ProcessColumn(int j, const SparseMatrixCCS &a, const SparseMatrixCCS &b, std::vector<Complex> &values, | |
| 34 | std::vector<int> &rows) { | ||
| 35 | 41 | std::vector<Complex> accumulator(a.rows); | |
| 36 |
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41 | std::vector<int> marker(a.rows, -1); |
| 37 | 41 | std::vector<int> used_rows; | |
| 38 | |||
| 39 |
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69 | for (int bi = b.col_ptr[j]; bi < b.col_ptr[j + 1]; bi++) { |
| 40 | 28 | int k = b.row_ind[bi]; | |
| 41 | 28 | Complex b_val = b.values[bi]; | |
| 42 | |||
| 43 |
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55 | for (int ai = a.col_ptr[k]; ai < a.col_ptr[k + 1]; ai++) { |
| 44 |
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27 | int i = a.row_ind[ai]; |
| 45 | |||
| 46 |
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27 | if (marker[i] != j) { |
| 47 |
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27 | marker[i] = j; |
| 48 |
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27 | accumulator[i] = Complex(0.0, 0.0); |
| 49 | used_rows.push_back(i); | ||
| 50 | } | ||
| 51 | |||
| 52 | accumulator[i] += a.values[ai] * b_val; | ||
| 53 | } | ||
| 54 | } | ||
| 55 | |||
| 56 | std::ranges::sort(used_rows); | ||
| 57 | |||
| 58 |
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68 | for (int r : used_rows) { |
| 59 |
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27 | if (accumulator[r] != Complex(0.0, 0.0)) { |
| 60 | rows.push_back(r); | ||
| 61 | values.push_back(accumulator[r]); | ||
| 62 | } | ||
| 63 | } | ||
| 64 | 41 | } | |
| 65 | |||
| 66 | void ComputeDispls(const std::vector<int> &recv_counts, std::vector<int> &displs, int &total_nnz) { | ||
| 67 | total_nnz = 0; | ||
| 68 |
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42 | for (std::size_t i = 0; i < recv_counts.size(); i++) { |
| 69 | 28 | displs[i] = total_nnz; | |
| 70 | 28 | total_nnz += recv_counts[i]; | |
| 71 | } | ||
| 72 | } | ||
| 73 | |||
| 74 | 28 | void BuildGlobalColPtr(int size, int cols_per_proc, int total_cols, const std::vector<int> &local_col_ptr, | |
| 75 | std::vector<int> &global_col_ptr, int rank, MPI_Comm comm) { | ||
| 76 | int offset = 0; | ||
| 77 | int global_col = 0; | ||
| 78 | |||
| 79 |
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84 | for (int proc = 0; proc < size; proc++) { |
| 80 | 56 | int start = proc * cols_per_proc; | |
| 81 |
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56 | int end = std::min(start + cols_per_proc, total_cols); |
| 82 | |||
| 83 | int p_cols = 0; | ||
| 84 |
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56 | if (start < end) { |
| 85 | 54 | p_cols = end - start; | |
| 86 | } | ||
| 87 | |||
| 88 | 56 | std::vector<int> tmp_col_ptr(p_cols + 1); | |
| 89 | |||
| 90 |
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56 | if (rank == proc) { |
| 91 |
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28 | tmp_col_ptr = local_col_ptr; |
| 92 | } | ||
| 93 | |||
| 94 |
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56 | MPI_Bcast(tmp_col_ptr.data(), p_cols + 1, MPI_INT, proc, comm); |
| 95 | |||
| 96 |
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56 | if (rank == 0) { |
| 97 |
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69 | for (int j = 0; j < p_cols; j++) { |
| 98 | 41 | global_col_ptr[global_col++] = offset + tmp_col_ptr[j]; | |
| 99 | } | ||
| 100 | 28 | offset += tmp_col_ptr[p_cols]; | |
| 101 | } | ||
| 102 | } | ||
| 103 | 28 | } | |
| 104 | |||
| 105 | } // namespace | ||
| 106 | |||
| 107 | 28 | bool GoriachevaKMultSparseComplexMatrixCcsALL::RunImpl() { | |
| 108 | auto &a = std::get<0>(GetInput()); | ||
| 109 | auto &b = std::get<1>(GetInput()); | ||
| 110 | auto &c = GetOutput(); | ||
| 111 | |||
| 112 | 28 | int rank = 0; | |
| 113 | 28 | int size = 1; | |
| 114 | |||
| 115 | 28 | MPI_Comm_rank(MPI_COMM_WORLD, &rank); | |
| 116 | 28 | MPI_Comm_size(MPI_COMM_WORLD, &size); | |
| 117 | |||
| 118 | 28 | c.rows = a.rows; | |
| 119 | 28 | c.cols = b.cols; | |
| 120 | |||
| 121 | 28 | int cols_per_proc = (b.cols + size - 1) / size; | |
| 122 | 28 | int start = rank * cols_per_proc; | |
| 123 |
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28 | int end = std::min(start + cols_per_proc, b.cols); |
| 124 | int local_cols = 0; | ||
| 125 |
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28 | if (start < end) { |
| 126 | 27 | local_cols = end - start; | |
| 127 | } | ||
| 128 | |||
| 129 | 28 | std::vector<std::vector<Complex>> local_values(local_cols); | |
| 130 |
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28 | std::vector<std::vector<int>> local_rows(local_cols); |
| 131 | |||
| 132 | 28 | #pragma omp parallel for default(none) shared(a, b, local_values, local_rows, start, local_cols) | |
| 133 | for (int j = 0; j < local_cols; j++) { | ||
| 134 | ProcessColumn(start + j, a, b, local_values[j], local_rows[j]); | ||
| 135 | } | ||
| 136 | |||
| 137 |
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28 | std::vector<int> local_col_ptr(local_cols + 1); |
| 138 | 28 | int local_nnz = 0; | |
| 139 | |||
| 140 |
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69 | for (int j = 0; j < local_cols; j++) { |
| 141 | 41 | local_col_ptr[j] = local_nnz; | |
| 142 | 41 | local_nnz += static_cast<int>(local_values[j].size()); | |
| 143 | } | ||
| 144 |
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28 | local_col_ptr[local_cols] = local_nnz; |
| 145 | |||
| 146 | 28 | std::vector<Complex> local_vals; | |
| 147 | 28 | std::vector<int> local_inds; | |
| 148 | |||
| 149 |
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28 | local_vals.reserve(local_nnz); |
| 150 |
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28 | local_inds.reserve(local_nnz); |
| 151 | |||
| 152 |
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69 | for (int j = 0; j < local_cols; j++) { |
| 153 |
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41 | local_vals.insert(local_vals.end(), local_values[j].begin(), local_values[j].end()); |
| 154 | 41 | local_inds.insert(local_inds.end(), local_rows[j].begin(), local_rows[j].end()); | |
| 155 | } | ||
| 156 | |||
| 157 |
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28 | std::vector<int> recv_counts(size); |
| 158 |
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28 | MPI_Gather(&local_nnz, 1, MPI_INT, recv_counts.data(), 1, MPI_INT, 0, MPI_COMM_WORLD); |
| 159 | |||
| 160 |
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28 | std::vector<int> displs(size, 0); |
| 161 | 28 | int total_nnz = 0; | |
| 162 | |||
| 163 |
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28 | if (rank == 0) { |
| 164 | ComputeDispls(recv_counts, displs, total_nnz); | ||
| 165 | } | ||
| 166 | |||
| 167 |
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28 | std::vector<int> recv_counts_dbl(size); |
| 168 |
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28 | std::vector<int> displs_dbl(size); |
| 169 | |||
| 170 |
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28 | if (rank == 0) { |
| 171 |
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42 | for (int i = 0; i < size; i++) { |
| 172 | 28 | recv_counts_dbl[i] = recv_counts[i] * 2; | |
| 173 | 28 | displs_dbl[i] = displs[i] * 2; | |
| 174 | } | ||
| 175 | } | ||
| 176 | |||
| 177 | 28 | std::vector<Complex> global_vals; | |
| 178 | 28 | std::vector<int> global_inds; | |
| 179 | |||
| 180 |
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28 | if (rank == 0) { |
| 181 |
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14 | global_vals.resize(total_nnz); |
| 182 |
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14 | global_inds.resize(total_nnz); |
| 183 | } | ||
| 184 | |||
| 185 |
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28 | MPI_Gatherv(local_vals.data(), local_nnz * 2, MPI_DOUBLE, global_vals.data(), recv_counts_dbl.data(), |
| 186 | displs_dbl.data(), MPI_DOUBLE, 0, MPI_COMM_WORLD); | ||
| 187 | |||
| 188 |
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28 | MPI_Gatherv(local_inds.data(), local_nnz, MPI_INT, global_inds.data(), recv_counts.data(), displs.data(), MPI_INT, 0, |
| 189 | MPI_COMM_WORLD); | ||
| 190 | |||
| 191 |
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28 | if (rank == 0) { |
| 192 |
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14 | c.col_ptr.resize(c.cols + 1); |
| 193 | } | ||
| 194 | |||
| 195 |
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28 | BuildGlobalColPtr(size, cols_per_proc, b.cols, local_col_ptr, c.col_ptr, rank, MPI_COMM_WORLD); |
| 196 | |||
| 197 |
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28 | if (rank == 0) { |
| 198 | 14 | c.col_ptr[c.cols] = total_nnz; | |
| 199 | 14 | c.values = std::move(global_vals); | |
| 200 | 14 | c.row_ind = std::move(global_inds); | |
| 201 | } | ||
| 202 | |||
| 203 |
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28 | MPI_Bcast(&total_nnz, 1, MPI_INT, 0, MPI_COMM_WORLD); |
| 204 | |||
| 205 |
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28 | if (rank != 0) { |
| 206 | 14 | c.rows = a.rows; | |
| 207 | 14 | c.cols = b.cols; | |
| 208 |
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14 | c.values.resize(total_nnz); |
| 209 |
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14 | c.row_ind.resize(total_nnz); |
| 210 |
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14 | c.col_ptr.resize(c.cols + 1); |
| 211 | } | ||
| 212 | |||
| 213 |
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28 | MPI_Bcast(c.values.data(), total_nnz * 2, MPI_DOUBLE, 0, MPI_COMM_WORLD); |
| 214 |
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28 | MPI_Bcast(c.row_ind.data(), total_nnz, MPI_INT, 0, MPI_COMM_WORLD); |
| 215 |
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28 | MPI_Bcast(c.col_ptr.data(), c.cols + 1, MPI_INT, 0, MPI_COMM_WORLD); |
| 216 | |||
| 217 | 28 | return true; | |
| 218 | 28 | } | |
| 219 | |||
| 220 | 28 | bool GoriachevaKMultSparseComplexMatrixCcsALL::PostProcessingImpl() { | |
| 221 | 28 | return true; | |
| 222 | } | ||
| 223 | |||
| 224 | } // namespace goriacheva_k_mult_sparse_complex_matrix_ccs | ||
| 225 |