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|---|---|---|---|
| 1 | #include "perepelkin_i_matrix_mult_horizontal_strip_only_a/mpi/include/ops_mpi.hpp" | ||
| 2 | |||
| 3 | #include <mpi.h> | ||
| 4 | |||
| 5 | #include <cstddef> | ||
| 6 | #include <functional> | ||
| 7 | #include <numeric> | ||
| 8 | #include <vector> | ||
| 9 | |||
| 10 | #include "perepelkin_i_matrix_mult_horizontal_strip_only_a/common/include/common.hpp" | ||
| 11 | |||
| 12 | namespace perepelkin_i_matrix_mult_horizontal_strip_only_a { | ||
| 13 | |||
| 14 |
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32 | PerepelkinIMatrixMultHorizontalStripOnlyAMPI::PerepelkinIMatrixMultHorizontalStripOnlyAMPI(const InType &in) { |
| 15 |
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32 | MPI_Comm_rank(MPI_COMM_WORLD, &proc_rank_); |
| 16 |
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32 | MPI_Comm_size(MPI_COMM_WORLD, &proc_num_); |
| 17 | |||
| 18 | SetTypeOfTask(GetStaticTypeOfTask()); | ||
| 19 |
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32 | if (proc_rank_ == 0) { |
| 20 | GetInput() = in; | ||
| 21 | } | ||
| 22 | 32 | GetOutput() = std::vector<std::vector<double>>(); | |
| 23 | 32 | } | |
| 24 | |||
| 25 | 32 | bool PerepelkinIMatrixMultHorizontalStripOnlyAMPI::ValidationImpl() { | |
| 26 | 32 | bool is_valid = true; | |
| 27 |
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32 | if (proc_rank_ == 0) { |
| 28 | 16 | is_valid = RootValidationImpl(); | |
| 29 | } | ||
| 30 | |||
| 31 | 32 | MPI_Bcast(&is_valid, 1, MPI_C_BOOL, 0, MPI_COMM_WORLD); | |
| 32 |
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32 | return (is_valid && GetOutput().empty()); |
| 33 | } | ||
| 34 | |||
| 35 |
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16 | bool PerepelkinIMatrixMultHorizontalStripOnlyAMPI::RootValidationImpl() { |
| 36 | const auto &[matrix_a, matrix_b] = GetInput(); | ||
| 37 | |||
| 38 |
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16 | if (matrix_a.empty() || matrix_b.empty()) { |
| 39 | return false; | ||
| 40 | } | ||
| 41 | |||
| 42 | const size_t width_a = matrix_a[0].size(); | ||
| 43 | const size_t width_b = matrix_b[0].size(); | ||
| 44 | const size_t height_b = matrix_b.size(); | ||
| 45 | |||
| 46 |
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16 | if (width_a != height_b) { |
| 47 | return false; | ||
| 48 | } | ||
| 49 | |||
| 50 |
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16 | if (!CheckConsistentRowWidths(matrix_a, width_a)) { |
| 51 | return false; | ||
| 52 | } | ||
| 53 | |||
| 54 | if (!CheckConsistentRowWidths(matrix_b, width_b)) { | ||
| 55 | return false; | ||
| 56 | } | ||
| 57 | |||
| 58 | return true; | ||
| 59 | } | ||
| 60 | |||
| 61 | ✗ | bool PerepelkinIMatrixMultHorizontalStripOnlyAMPI::CheckConsistentRowWidths( | |
| 62 | const std::vector<std::vector<double>> &matrix, size_t expected_width) { | ||
| 63 |
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82 | for (size_t i = 1; i < matrix.size(); ++i) { |
| 64 |
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50 | if (matrix[i].size() != expected_width) { |
| 65 | return false; | ||
| 66 | } | ||
| 67 | } | ||
| 68 | return true; | ||
| 69 | } | ||
| 70 | |||
| 71 | 32 | bool PerepelkinIMatrixMultHorizontalStripOnlyAMPI::PreProcessingImpl() { | |
| 72 |
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32 | if (proc_rank_ == 0) { |
| 73 | const auto &[matrix_a, matrix_b] = GetInput(); | ||
| 74 | |||
| 75 | // Store original sizes on root | ||
| 76 | 16 | height_a_ = matrix_a.size(); | |
| 77 | 16 | height_b_ = matrix_b.size(); | |
| 78 | 16 | width_a_ = matrix_a[0].size(); | |
| 79 | 16 | width_b_ = matrix_b[0].size(); | |
| 80 | |||
| 81 | // Flatten matrix A | ||
| 82 | 16 | flat_a_.reserve(width_a_ * height_a_); | |
| 83 |
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57 | for (const auto &row : matrix_a) { |
| 84 | 41 | flat_a_.insert(flat_a_.end(), row.begin(), row.end()); | |
| 85 | } | ||
| 86 | |||
| 87 | // Create transposed-and-flattened matrix B | ||
| 88 | 16 | flat_b_t_.resize(width_b_ * width_a_); | |
| 89 |
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57 | for (size_t row = 0; row < width_a_; row++) { |
| 90 |
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140 | for (size_t col = 0; col < width_b_; col++) { |
| 91 | 99 | flat_b_t_[(col * width_a_) + row] = matrix_b[row][col]; | |
| 92 | } | ||
| 93 | } | ||
| 94 | } | ||
| 95 | |||
| 96 | 32 | return true; | |
| 97 | } | ||
| 98 | |||
| 99 | 32 | bool PerepelkinIMatrixMultHorizontalStripOnlyAMPI::RunImpl() { | |
| 100 | // [1] Broadcast matrix sizes and matrix B | ||
| 101 | 32 | BcastMatrixSizes(); | |
| 102 | 32 | BcastMatrixB(); | |
| 103 | |||
| 104 | // [2] Distribute matrix A | ||
| 105 | 32 | std::vector<double> local_a; | |
| 106 | 32 | std::vector<int> rows_per_rank; | |
| 107 |
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32 | const size_t local_rows = DistributeMatrixA(local_a, rows_per_rank); |
| 108 | |||
| 109 | // [3] Local computation of matrix C | ||
| 110 |
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32 | std::vector<double> local_c(local_rows * width_b_); |
| 111 |
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73 | for (size_t row_a = 0; row_a < local_rows; row_a++) { |
| 112 | 41 | const auto a_it = local_a.begin() + static_cast<DiffT>(row_a * width_a_); | |
| 113 | const auto a_end = a_it + static_cast<DiffT>(width_a_); | ||
| 114 | |||
| 115 |
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143 | for (size_t col_b = 0; col_b < width_b_; col_b++) { |
| 116 | 102 | const auto b_it = flat_b_t_.begin() + static_cast<DiffT>(col_b * width_a_); | |
| 117 | 102 | local_c[(row_a * width_b_) + col_b] = | |
| 118 | 102 | std::transform_reduce(a_it, a_end, b_it, 0.0, std::plus<>(), std::multiplies<>()); | |
| 119 | } | ||
| 120 | } | ||
| 121 | |||
| 122 | // [4] Gather local results | ||
| 123 |
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32 | GatherAndBcastResult(rows_per_rank, local_c); |
| 124 | 32 | return true; | |
| 125 | } | ||
| 126 | |||
| 127 | 32 | void PerepelkinIMatrixMultHorizontalStripOnlyAMPI::BcastMatrixSizes() { | |
| 128 | 32 | MPI_Bcast(&height_a_, 1, MPI_INT, 0, MPI_COMM_WORLD); | |
| 129 | 32 | MPI_Bcast(&height_b_, 1, MPI_INT, 0, MPI_COMM_WORLD); | |
| 130 | 32 | MPI_Bcast(&width_a_, 1, MPI_INT, 0, MPI_COMM_WORLD); | |
| 131 | 32 | MPI_Bcast(&width_b_, 1, MPI_INT, 0, MPI_COMM_WORLD); | |
| 132 | 32 | } | |
| 133 | |||
| 134 | 32 | void PerepelkinIMatrixMultHorizontalStripOnlyAMPI::BcastMatrixB() { | |
| 135 | 32 | const size_t total_t = width_b_ * height_b_; | |
| 136 | |||
| 137 |
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32 | if (proc_rank_ != 0) { |
| 138 | 16 | flat_b_t_.resize(total_t); | |
| 139 | } | ||
| 140 | |||
| 141 | 32 | MPI_Bcast(flat_b_t_.data(), static_cast<int>(total_t), MPI_DOUBLE, 0, MPI_COMM_WORLD); | |
| 142 | 32 | } | |
| 143 | |||
| 144 | 32 | int PerepelkinIMatrixMultHorizontalStripOnlyAMPI::DistributeMatrixA(std::vector<double> &local_a, | |
| 145 | std::vector<int> &rows_per_rank) { | ||
| 146 | // Determine rows per rank | ||
| 147 | 32 | rows_per_rank.resize(proc_num_); | |
| 148 | 32 | const int base_rows = static_cast<int>(height_a_ / proc_num_); | |
| 149 | 32 | const int remainder_rows = static_cast<int>(height_a_ % proc_num_); | |
| 150 |
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96 | for (int i = 0; i < proc_num_; i++) { |
| 151 |
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110 | rows_per_rank[i] = base_rows + (i < remainder_rows ? 1 : 0); |
| 152 | } | ||
| 153 | |||
| 154 | // Prepare counts and displacements | ||
| 155 | 32 | std::vector<int> counts(proc_num_); | |
| 156 |
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32 | std::vector<int> displacements(proc_num_); |
| 157 |
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96 | for (int i = 0, offset = 0; i < proc_num_; i++) { |
| 158 | 64 | counts[i] = rows_per_rank[i] * static_cast<int>(width_a_); | |
| 159 | 64 | displacements[i] = offset; | |
| 160 | 64 | offset += counts[i]; | |
| 161 | } | ||
| 162 | |||
| 163 |
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32 | const int local_a_size = rows_per_rank[proc_rank_] * static_cast<int>(width_a_); |
| 164 |
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32 | local_a.resize(local_a_size); |
| 165 | |||
| 166 |
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32 | MPI_Scatterv(flat_a_.data(), counts.data(), displacements.data(), MPI_DOUBLE, local_a.data(), local_a_size, |
| 167 | MPI_DOUBLE, 0, MPI_COMM_WORLD); | ||
| 168 | |||
| 169 |
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64 | return rows_per_rank[proc_rank_]; |
| 170 | } | ||
| 171 | |||
| 172 | 32 | void PerepelkinIMatrixMultHorizontalStripOnlyAMPI::GatherAndBcastResult(const std::vector<int> &rows_per_rank, | |
| 173 | const std::vector<double> &local_c) { | ||
| 174 | 32 | std::vector<int> counts(proc_num_); | |
| 175 |
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32 | std::vector<int> displacements(proc_num_); |
| 176 |
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96 | for (int i = 0, offset = 0; i < proc_num_; i++) { |
| 177 | 64 | counts[i] = rows_per_rank[i] * static_cast<int>(width_b_); | |
| 178 | 64 | displacements[i] = offset; | |
| 179 | 64 | offset += counts[i]; | |
| 180 | } | ||
| 181 | |||
| 182 |
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32 | flat_c_.resize(height_a_ * width_b_); |
| 183 | |||
| 184 |
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32 | MPI_Allgatherv(local_c.data(), counts[proc_rank_], MPI_DOUBLE, flat_c_.data(), counts.data(), displacements.data(), |
| 185 | MPI_DOUBLE, MPI_COMM_WORLD); | ||
| 186 | 32 | } | |
| 187 | |||
| 188 | 32 | bool PerepelkinIMatrixMultHorizontalStripOnlyAMPI::PostProcessingImpl() { | |
| 189 | auto &output = GetOutput(); | ||
| 190 | 32 | output.resize(height_a_); | |
| 191 |
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114 | for (auto &row : output) { |
| 192 | 82 | row.resize(width_b_); | |
| 193 | } | ||
| 194 | |||
| 195 |
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114 | for (size_t i = 0; i < height_a_; i++) { |
| 196 |
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286 | for (size_t j = 0; j < width_b_; j++) { |
| 197 | 204 | output[i][j] = flat_c_[(i * width_b_) + j]; | |
| 198 | } | ||
| 199 | } | ||
| 200 | |||
| 201 | 32 | return true; | |
| 202 | } | ||
| 203 | |||
| 204 | } // namespace perepelkin_i_matrix_mult_horizontal_strip_only_a | ||
| 205 |