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|---|---|---|---|
| 1 | #include "lobanov_d_multiply_matrix_ccs/seq/include/ops_seq.hpp" | ||
| 2 | |||
| 3 | #include <algorithm> | ||
| 4 | #include <cmath> | ||
| 5 | #include <cstddef> | ||
| 6 | #include <exception> | ||
| 7 | #include <vector> | ||
| 8 | |||
| 9 | #include "lobanov_d_multiply_matrix_ccs/common/include/common.hpp" | ||
| 10 | |||
| 11 | namespace lobanov_d_multiply_matrix_ccs { | ||
| 12 | |||
| 13 | constexpr double kEpsilonThreshold = 1e-12; | ||
| 14 | |||
| 15 |
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64 | LobanovDMultiplyMatrixSEQ::LobanovDMultiplyMatrixSEQ(const InType &input_matrices) { |
| 16 | SetTypeOfTask(GetStaticTypeOfTask()); | ||
| 17 | GetInput() = input_matrices; | ||
| 18 |
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64 | CompressedColumnMatrix empty_matrix; |
| 19 | empty_matrix.row_count = 0; | ||
| 20 | empty_matrix.column_count = 0; | ||
| 21 | empty_matrix.non_zero_count = 0; | ||
| 22 |
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64 | GetOutput() = empty_matrix; |
| 23 | 64 | } | |
| 24 | |||
| 25 | 64 | bool LobanovDMultiplyMatrixSEQ::ValidationImpl() { | |
| 26 | const auto &[matrix_a, matrix_b] = GetInput(); | ||
| 27 |
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64 | return (matrix_a.row_count > 0 && matrix_a.column_count > 0 && matrix_b.row_count > 0 && matrix_b.column_count > 0 && |
| 28 | 64 | matrix_a.column_count == matrix_b.row_count); | |
| 29 | } | ||
| 30 | |||
| 31 | 64 | bool LobanovDMultiplyMatrixSEQ::PreProcessingImpl() { | |
| 32 | 64 | return true; | |
| 33 | } | ||
| 34 | |||
| 35 | 64 | void LobanovDMultiplyMatrixSEQ::ComputeTransposedMatrix(const CompressedColumnMatrix &source_matrix, | |
| 36 | CompressedColumnMatrix &transposed_result) { | ||
| 37 | 64 | transposed_result.row_count = source_matrix.column_count; | |
| 38 | 64 | transposed_result.column_count = source_matrix.row_count; | |
| 39 | 64 | transposed_result.non_zero_count = source_matrix.non_zero_count; | |
| 40 | |||
| 41 |
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64 | if (source_matrix.non_zero_count == 0) { |
| 42 | transposed_result.value_data.clear(); | ||
| 43 | transposed_result.row_index_data.clear(); | ||
| 44 | ✗ | transposed_result.column_pointer_data = std::vector<int>(transposed_result.column_count + 1); | |
| 45 | ✗ | return; | |
| 46 | } | ||
| 47 | |||
| 48 | struct Element { | ||
| 49 | int new_col; | ||
| 50 | int new_row; | ||
| 51 | double value; | ||
| 52 | }; | ||
| 53 | |||
| 54 | 64 | std::vector<Element> elements; | |
| 55 |
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64 | elements.reserve(source_matrix.non_zero_count); |
| 56 | |||
| 57 |
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1704 | for (int old_col = 0; old_col < source_matrix.column_count; old_col++) { |
| 58 |
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9392 | for (int pos = source_matrix.column_pointer_data[old_col]; pos < source_matrix.column_pointer_data[old_col + 1]; |
| 59 | pos++) { | ||
| 60 |
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7752 | int old_row = source_matrix.row_index_data[pos]; |
| 61 |
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7752 | elements.push_back({old_row, old_col, source_matrix.value_data[pos]}); |
| 62 | } | ||
| 63 | } | ||
| 64 | |||
| 65 | 64 | std::ranges::sort(elements.begin(), elements.end(), [](const Element &a, const Element &b) { | |
| 66 |
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72840 | return (a.new_col < b.new_col) || (a.new_col == b.new_col && a.new_row < b.new_row); |
| 67 | }); | ||
| 68 | |||
| 69 |
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64 | transposed_result.value_data.resize(source_matrix.non_zero_count); |
| 70 |
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64 | transposed_result.row_index_data.resize(source_matrix.non_zero_count); |
| 71 |
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64 | transposed_result.column_pointer_data.resize(transposed_result.column_count + 1); |
| 72 | |||
| 73 | 64 | transposed_result.column_pointer_data[0] = 0; | |
| 74 | int current_col = 0; | ||
| 75 | int idx = 0; | ||
| 76 | |||
| 77 |
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7816 | for (const auto &elem : elements) { |
| 78 | 7752 | transposed_result.value_data[idx] = elem.value; | |
| 79 | 7752 | transposed_result.row_index_data[idx] = elem.new_row; | |
| 80 | 7752 | idx++; | |
| 81 | |||
| 82 |
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9368 | while (current_col < elem.new_col) { |
| 83 | 1616 | transposed_result.column_pointer_data[current_col + 1] = idx; | |
| 84 | current_col++; | ||
| 85 | } | ||
| 86 | } | ||
| 87 | |||
| 88 |
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128 | while (current_col < transposed_result.column_count) { |
| 89 | 64 | transposed_result.column_pointer_data[current_col + 1] = idx; | |
| 90 | current_col++; | ||
| 91 | } | ||
| 92 | } | ||
| 93 | |||
| 94 | namespace { | ||
| 95 | |||
| 96 | 1664 | void ProcessMatrixColumn(const CompressedColumnMatrix &transposed_a, const CompressedColumnMatrix &matrix_b, | |
| 97 | int target_column, std::vector<double> &temporary_values, std::vector<int> &column_markers, | ||
| 98 | std::vector<double> &result_values, std::vector<int> &result_row_indices) { | ||
| 99 | 9368 | for (int b_pointer = matrix_b.column_pointer_data[target_column]; | |
| 100 |
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9368 | b_pointer < matrix_b.column_pointer_data[target_column + 1]; b_pointer++) { |
| 101 | 7704 | int b_row = matrix_b.row_index_data[b_pointer]; | |
| 102 | 7704 | double b_value = matrix_b.value_data[b_pointer]; | |
| 103 | |||
| 104 | 51696 | for (int a_pointer = transposed_a.column_pointer_data[b_row]; | |
| 105 |
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51696 | a_pointer < transposed_a.column_pointer_data[b_row + 1]; a_pointer++) { |
| 106 |
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43992 | int a_row = transposed_a.row_index_data[a_pointer]; |
| 107 | 43992 | double a_value = transposed_a.value_data[a_pointer]; | |
| 108 | |||
| 109 |
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43992 | if (column_markers[a_row] != target_column) { |
| 110 | 31864 | column_markers[a_row] = target_column; | |
| 111 | 31864 | temporary_values[a_row] = a_value * b_value; | |
| 112 | } else { | ||
| 113 | 12128 | temporary_values[a_row] += a_value * b_value; | |
| 114 | } | ||
| 115 | } | ||
| 116 | } | ||
| 117 | |||
| 118 |
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106304 | for (size_t row_index = 0; row_index < temporary_values.size(); row_index++) { |
| 119 |
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104640 | if (column_markers[row_index] == target_column && std::abs(temporary_values[row_index]) > kEpsilonThreshold) { |
| 120 | result_values.push_back(temporary_values[row_index]); | ||
| 121 | 31864 | result_row_indices.push_back(static_cast<int>(row_index)); | |
| 122 | } | ||
| 123 | } | ||
| 124 | 1664 | } | |
| 125 | |||
| 126 | } // namespace | ||
| 127 | |||
| 128 | 64 | void LobanovDMultiplyMatrixSEQ::PerformMatrixMultiplication(const CompressedColumnMatrix &first_matrix, | |
| 129 | const CompressedColumnMatrix &second_matrix, | ||
| 130 | CompressedColumnMatrix &product_result) { | ||
| 131 | 64 | CompressedColumnMatrix transposed_first = {}; | |
| 132 | transposed_first.row_count = 0; | ||
| 133 | transposed_first.column_count = 0; | ||
| 134 | transposed_first.non_zero_count = 0; | ||
| 135 | |||
| 136 |
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64 | ComputeTransposedMatrix(first_matrix, transposed_first); |
| 137 | |||
| 138 | 64 | product_result.row_count = first_matrix.row_count; | |
| 139 | 64 | product_result.column_count = second_matrix.column_count; | |
| 140 | |||
| 141 |
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64 | product_result.column_pointer_data = {0}; |
| 142 | |||
| 143 | 64 | int result_rows = product_result.row_count; | |
| 144 |
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64 | std::vector<double> column_temporary_values(result_rows, 0.0); |
| 145 |
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64 | std::vector<int> column_marker_tracker(result_rows, -1); |
| 146 | |||
| 147 | 64 | int cols_to_process = second_matrix.column_count; | |
| 148 |
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1728 | for (int column_index = 0; column_index < cols_to_process; column_index++) { |
| 149 | 1664 | ProcessMatrixColumn(transposed_first, second_matrix, column_index, column_temporary_values, column_marker_tracker, | |
| 150 |
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1664 | product_result.value_data, product_result.row_index_data); |
| 151 | |||
| 152 |
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1664 | product_result.column_pointer_data.push_back(static_cast<int>(product_result.value_data.size())); |
| 153 | } | ||
| 154 | |||
| 155 |
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64 | product_result.non_zero_count = static_cast<int>(product_result.value_data.size()); |
| 156 | 64 | } | |
| 157 | |||
| 158 |
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64 | bool LobanovDMultiplyMatrixSEQ::RunImpl() { |
| 159 | const auto &[matrix_a, matrix_b] = GetInput(); | ||
| 160 | |||
| 161 | try { | ||
| 162 | 64 | CompressedColumnMatrix result_matrix; | |
| 163 | result_matrix.row_count = 0; | ||
| 164 | result_matrix.column_count = 0; | ||
| 165 | result_matrix.non_zero_count = 0; | ||
| 166 | |||
| 167 |
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64 | PerformMatrixMultiplication(matrix_a, matrix_b, result_matrix); |
| 168 |
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64 | GetOutput() = result_matrix; |
| 169 | return true; | ||
| 170 |
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64 | } catch (const std::exception &) { |
| 171 | return false; | ||
| 172 | ✗ | } | |
| 173 | } | ||
| 174 | |||
| 175 | 64 | bool LobanovDMultiplyMatrixSEQ::PostProcessingImpl() { | |
| 176 | const auto &result_matrix = GetOutput(); | ||
| 177 |
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64 | return result_matrix.row_count > 0 && result_matrix.column_count > 0 && |
| 178 |
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64 | result_matrix.column_pointer_data.size() == static_cast<size_t>(result_matrix.column_count) + 1; |
| 179 | } | ||
| 180 | |||
| 181 | } // namespace lobanov_d_multiply_matrix_ccs | ||
| 182 |