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|---|---|---|---|
| 1 | #include "badanov_a_sparse_matrix_mult_double_ccs/seq/include/ops_seq.hpp" | ||
| 2 | |||
| 3 | #include <algorithm> | ||
| 4 | #include <cmath> | ||
| 5 | #include <cstddef> | ||
| 6 | #include <tuple> | ||
| 7 | #include <vector> | ||
| 8 | |||
| 9 | #include "badanov_a_sparse_matrix_mult_double_ccs/common/include/common.hpp" | ||
| 10 | |||
| 11 | namespace badanov_a_sparse_matrix_mult_double_ccs { | ||
| 12 | |||
| 13 |
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120 | BadanovASparseMatrixMultDoubleCcsSEQ::BadanovASparseMatrixMultDoubleCcsSEQ(const InType &in) { |
| 14 | SetTypeOfTask(GetStaticTypeOfTask()); | ||
| 15 | GetInput() = in; | ||
| 16 | 120 | GetOutput() = {}; | |
| 17 | 120 | } | |
| 18 | |||
| 19 | 120 | bool BadanovASparseMatrixMultDoubleCcsSEQ::ValidationImpl() { | |
| 20 | const auto &in = GetInput(); | ||
| 21 | |||
| 22 | const auto &values_a = std::get<0>(in); | ||
| 23 | const auto &row_indices_a = std::get<1>(in); | ||
| 24 | const auto &col_pointers_a = std::get<2>(in); | ||
| 25 | const auto &value_b = std::get<3>(in); | ||
| 26 | const auto &row_indices_b = std::get<4>(in); | ||
| 27 | const auto &col_pointers_b = std::get<5>(in); | ||
| 28 | 120 | int rows_a = std::get<6>(in); | |
| 29 | 120 | int cols_a = std::get<7>(in); | |
| 30 | 120 | int cols_b = std::get<8>(in); | |
| 31 | |||
| 32 |
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120 | if (rows_a <= 0 || cols_a <= 0) { |
| 33 | return false; | ||
| 34 | } | ||
| 35 |
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120 | if (values_a.size() != row_indices_a.size()) { |
| 36 | return false; | ||
| 37 | } | ||
| 38 |
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120 | if (col_pointers_a.size() != static_cast<size_t>(cols_a) + 1) { |
| 39 | return false; | ||
| 40 | } | ||
| 41 | |||
| 42 |
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120 | if (cols_b <= 0) { |
| 43 | return false; | ||
| 44 | } | ||
| 45 |
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120 | if (value_b.size() != row_indices_b.size()) { |
| 46 | return false; | ||
| 47 | } | ||
| 48 |
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120 | if (col_pointers_b.size() != static_cast<size_t>(cols_b) + 1) { |
| 49 | return false; | ||
| 50 | } | ||
| 51 | |||
| 52 |
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731097 | if (!std::ranges::all_of(row_indices_b, [cols_a](int row_idx) { return row_idx >= 0 && row_idx < cols_a; })) { |
| 53 | return false; | ||
| 54 | } | ||
| 55 | |||
| 56 |
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733476 | if (!std::ranges::all_of(row_indices_a, [rows_a](int row_idx) { return row_idx >= 0 && row_idx < rows_a; })) { |
| 57 | return false; | ||
| 58 | } | ||
| 59 | |||
| 60 | return true; | ||
| 61 | } | ||
| 62 | |||
| 63 | 120 | bool BadanovASparseMatrixMultDoubleCcsSEQ::PreProcessingImpl() { | |
| 64 | 120 | GetOutput() = {}; | |
| 65 | 120 | return true; | |
| 66 | } | ||
| 67 | |||
| 68 | ✗ | double BadanovASparseMatrixMultDoubleCcsSEQ::DotProduct(const std::vector<double> &col_a, | |
| 69 | const std::vector<double> &col_b) { | ||
| 70 | double result = 0.0; | ||
| 71 | ✗ | for (size_t i = 0; i < col_a.size(); ++i) { | |
| 72 | ✗ | result += col_a[i] * col_b[i]; | |
| 73 | } | ||
| 74 | ✗ | return result; | |
| 75 | } | ||
| 76 | |||
| 77 | 120 | SparseMatrix BadanovASparseMatrixMultDoubleCcsSEQ::MultiplyCCS(const SparseMatrix &a, const SparseMatrix &b) { | |
| 78 | 120 | std::vector<double> value_c; | |
| 79 | 120 | std::vector<int> row_indices_c; | |
| 80 |
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120 | std::vector<int> col_pointers_c(b.cols + 1, 0); |
| 81 | |||
| 82 |
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37000 | for (int j = 0; j < b.cols; ++j) { |
| 83 |
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36880 | std::vector<double> temp_result(a.rows, 0.0); |
| 84 | |||
| 85 |
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767857 | for (int idx_b = b.col_pointers[j]; idx_b < b.col_pointers[j + 1]; ++idx_b) { |
| 86 | 730977 | int row_b = b.row_indices[idx_b]; | |
| 87 | 730977 | double val_b = b.values[idx_b]; | |
| 88 | |||
| 89 |
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18795678 | for (int idx_a = a.col_pointers[row_b]; idx_a < a.col_pointers[row_b + 1]; ++idx_a) { |
| 90 | 18064701 | int row_a = a.row_indices[idx_a]; | |
| 91 | 18064701 | double val_a = a.values[idx_a]; | |
| 92 | 18064701 | temp_result[row_a] += val_a * val_b; | |
| 93 | } | ||
| 94 | } | ||
| 95 | |||
| 96 |
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19177680 | for (int i = 0; i < a.rows; ++i) { |
| 97 |
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19140800 | if (std::abs(temp_result[i]) > 1e-10) { |
| 98 | value_c.push_back(temp_result[i]); | ||
| 99 | row_indices_c.push_back(i); | ||
| 100 | 9709319 | col_pointers_c[j + 1]++; | |
| 101 | } | ||
| 102 | } | ||
| 103 | } | ||
| 104 | |||
| 105 |
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37000 | for (int j = 0; j < b.cols; ++j) { |
| 106 | 36880 | col_pointers_c[j + 1] += col_pointers_c[j]; | |
| 107 | } | ||
| 108 | |||
| 109 | 120 | SparseMatrix c; | |
| 110 |
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120 | c.values = value_c; |
| 111 |
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120 | c.row_indices = row_indices_c; |
| 112 |
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120 | c.col_pointers = col_pointers_c; |
| 113 | 120 | c.rows = a.rows; | |
| 114 |
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120 | c.cols = b.cols; |
| 115 | |||
| 116 | 120 | return c; | |
| 117 | ✗ | } | |
| 118 | |||
| 119 |
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120 | bool BadanovASparseMatrixMultDoubleCcsSEQ::RunImpl() { |
| 120 | const auto &in = GetInput(); | ||
| 121 | |||
| 122 | const auto &values_a = std::get<0>(in); | ||
| 123 | const auto &row_indices_a = std::get<1>(in); | ||
| 124 | const auto &col_pointers_a = std::get<2>(in); | ||
| 125 | const auto &value_b = std::get<3>(in); | ||
| 126 | const auto &row_indices_b = std::get<4>(in); | ||
| 127 | const auto &col_pointers_b = std::get<5>(in); | ||
| 128 | 120 | int rows_a = std::get<6>(in); | |
| 129 | 120 | int cols_a = std::get<7>(in); | |
| 130 | 120 | int cols_b = std::get<8>(in); | |
| 131 | |||
| 132 | 120 | SparseMatrix a; | |
| 133 |
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120 | a.values = values_a; |
| 134 |
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120 | a.row_indices = row_indices_a; |
| 135 |
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120 | a.col_pointers = col_pointers_a; |
| 136 | 120 | a.rows = rows_a; | |
| 137 | 120 | a.cols = cols_a; | |
| 138 | |||
| 139 | 120 | SparseMatrix b; | |
| 140 |
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120 | b.values = value_b; |
| 141 |
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120 | b.row_indices = row_indices_b; |
| 142 |
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120 | b.col_pointers = col_pointers_b; |
| 143 | 120 | b.rows = cols_a; | |
| 144 | 120 | b.cols = cols_b; | |
| 145 | |||
| 146 |
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120 | SparseMatrix c = MultiplyCCS(a, b); |
| 147 | |||
| 148 | 120 | GetOutput() = std::make_tuple(c.values, c.row_indices, c.col_pointers); | |
| 149 | |||
| 150 | 120 | return true; | |
| 151 | 120 | } | |
| 152 | |||
| 153 | 120 | bool BadanovASparseMatrixMultDoubleCcsSEQ::PostProcessingImpl() { | |
| 154 | 120 | return true; | |
| 155 | } | ||
| 156 | |||
| 157 | } // namespace badanov_a_sparse_matrix_mult_double_ccs | ||
| 158 |