| Line | Branch | Exec | Source |
|---|---|---|---|
| 1 | #include "kulik_a_mat_mul_double_ccs/tbb/include/ops_tbb.hpp" | ||
| 2 | |||
| 3 | #include <tbb/blocked_range.h> | ||
| 4 | #include <tbb/enumerable_thread_specific.h> | ||
| 5 | #include <tbb/tbb.h> | ||
| 6 | |||
| 7 | #include <algorithm> | ||
| 8 | #include <cstddef> | ||
| 9 | #include <tuple> | ||
| 10 | #include <vector> | ||
| 11 | |||
| 12 | #include "kulik_a_mat_mul_double_ccs/common/include/common.hpp" | ||
| 13 | #include "tbb/parallel_for.h" | ||
| 14 | |||
| 15 | namespace kulik_a_mat_mul_double_ccs { | ||
| 16 | |||
| 17 | namespace { | ||
| 18 | |||
| 19 | 24 | inline void ProcessColumn(size_t j, const CCS &a, const CCS &b, std::vector<double> &accum, | |
| 20 | std::vector<bool> &nz_elem_rows, std::vector<size_t> &nnz_rows, | ||
| 21 | std::vector<std::vector<double>> &local_values, | ||
| 22 | std::vector<std::vector<size_t>> &local_rows) { | ||
| 23 |
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60 | for (size_t k = b.col_ind[j]; k < b.col_ind[j + 1]; ++k) { |
| 24 | 36 | size_t ind = b.row[k]; | |
| 25 | 36 | double b_val = b.value[k]; | |
| 26 |
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92 | for (size_t zc = a.col_ind[ind]; zc < a.col_ind[ind + 1]; ++zc) { |
| 27 | 56 | size_t i = a.row[zc]; | |
| 28 |
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56 | double a_val = a.value[zc]; |
| 29 | |||
| 30 |
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56 | accum[i] += a_val * b_val; |
| 31 |
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56 | if (!nz_elem_rows[i]) { |
| 32 | nz_elem_rows[i] = true; | ||
| 33 | nnz_rows.push_back(i); | ||
| 34 | } | ||
| 35 | } | ||
| 36 | } | ||
| 37 | |||
| 38 | std::ranges::sort(nnz_rows); | ||
| 39 | |||
| 40 |
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72 | for (size_t i : nnz_rows) { |
| 41 |
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48 | if (accum[i] != 0.0) { |
| 42 | local_rows[j].push_back(i); | ||
| 43 | local_values[j].push_back(accum[i]); | ||
| 44 | } | ||
| 45 |
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48 | accum[i] = 0.0; |
| 46 | nz_elem_rows[i] = false; | ||
| 47 | } | ||
| 48 | nnz_rows.clear(); | ||
| 49 | 24 | } | |
| 50 | |||
| 51 | 24 | inline void CopyColumn(size_t j, CCS &c, const std::vector<std::vector<double>> &local_values, | |
| 52 | const std::vector<std::vector<size_t>> &local_rows) { | ||
| 53 | 24 | size_t offset = c.col_ind[j]; | |
| 54 | size_t col_nz = local_values[j].size(); | ||
| 55 |
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72 | for (size_t k = 0; k < col_nz; ++k) { |
| 56 | 48 | c.value[offset + k] = local_values[j][k]; | |
| 57 | 48 | c.row[offset + k] = local_rows[j][k]; | |
| 58 | } | ||
| 59 | 24 | } | |
| 60 | |||
| 61 | } // namespace | ||
| 62 | |||
| 63 | struct ThreadLocalData { | ||
| 64 | std::vector<double> accum; | ||
| 65 | std::vector<bool> nz_elem_rows; | ||
| 66 | std::vector<size_t> nnz_rows; | ||
| 67 | }; | ||
| 68 | |||
| 69 |
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4 | KulikAMatMulDoubleCcsTBB::KulikAMatMulDoubleCcsTBB(const InType &in) { |
| 70 | SetTypeOfTask(GetStaticTypeOfTask()); | ||
| 71 | GetInput() = in; | ||
| 72 | 4 | } | |
| 73 | |||
| 74 | 4 | bool KulikAMatMulDoubleCcsTBB::ValidationImpl() { | |
| 75 | const auto &a = std::get<0>(GetInput()); | ||
| 76 | const auto &b = std::get<1>(GetInput()); | ||
| 77 | 4 | return (a.m == b.n); | |
| 78 | } | ||
| 79 | |||
| 80 | 4 | bool KulikAMatMulDoubleCcsTBB::PreProcessingImpl() { | |
| 81 | 4 | return true; | |
| 82 | } | ||
| 83 | |||
| 84 | 4 | bool KulikAMatMulDoubleCcsTBB::RunImpl() { | |
| 85 | const auto &a = std::get<0>(GetInput()); | ||
| 86 | const auto &b = std::get<1>(GetInput()); | ||
| 87 | OutType &c = GetOutput(); | ||
| 88 | |||
| 89 | 4 | c.n = a.n; | |
| 90 | 4 | c.m = b.m; | |
| 91 | 4 | c.col_ind.assign(c.m + 1, 0); | |
| 92 | |||
| 93 | 4 | std::vector<std::vector<double>> local_values(b.m); | |
| 94 |
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4 | std::vector<std::vector<size_t>> local_rows(b.m); |
| 95 | |||
| 96 | 4 | ThreadLocalData exemplar; | |
| 97 |
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4 | exemplar.accum.assign(a.n, 0.0); |
| 98 |
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4 | exemplar.nz_elem_rows.assign(a.n, false); |
| 99 | |||
| 100 |
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4 | tbb::enumerable_thread_specific<ThreadLocalData> tls(exemplar); |
| 101 | |||
| 102 |
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4 | tbb::parallel_for(tbb::blocked_range<size_t>(0, b.m), [&](const tbb::blocked_range<size_t> &r) { |
| 103 | 24 | auto &t_data = tls.local(); | |
| 104 | |||
| 105 |
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48 | for (size_t j = r.begin(); j != r.end(); ++j) { |
| 106 | 24 | ProcessColumn(j, a, b, t_data.accum, t_data.nz_elem_rows, t_data.nnz_rows, local_values, local_rows); | |
| 107 | } | ||
| 108 | 24 | }); | |
| 109 | |||
| 110 | size_t total_nz = 0; | ||
| 111 |
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28 | for (size_t j = 0; j < b.m; ++j) { |
| 112 | 24 | c.col_ind[j] = total_nz; | |
| 113 | 24 | total_nz += local_values[j].size(); | |
| 114 | } | ||
| 115 | 4 | c.col_ind[b.m] = total_nz; | |
| 116 | 4 | c.nz = total_nz; | |
| 117 | |||
| 118 |
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4 | c.value.resize(total_nz); |
| 119 |
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4 | c.row.resize(total_nz); |
| 120 | |||
| 121 |
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28 | tbb::parallel_for(tbb::blocked_range<size_t>(0, b.m), [&](const tbb::blocked_range<size_t> &r) { |
| 122 |
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48 | for (size_t j = r.begin(); j != r.end(); ++j) { |
| 123 | 24 | CopyColumn(j, c, local_values, local_rows); | |
| 124 | } | ||
| 125 | 24 | }); | |
| 126 | |||
| 127 | 4 | return true; | |
| 128 | 4 | } | |
| 129 | |||
| 130 | 4 | bool KulikAMatMulDoubleCcsTBB::PostProcessingImpl() { | |
| 131 | 4 | return true; | |
| 132 | } | ||
| 133 | |||
| 134 | } // namespace kulik_a_mat_mul_double_ccs | ||
| 135 |