| Line | Branch | Exec | Source |
|---|---|---|---|
| 1 | #pragma once | ||
| 2 | |||
| 3 | #include <algorithm> | ||
| 4 | #include <cstddef> | ||
| 5 | #include <functional> | ||
| 6 | #include <utility> | ||
| 7 | #include <vector> | ||
| 8 | |||
| 9 | namespace korolev_k_matrix_mult::strassen_impl { | ||
| 10 | |||
| 11 | constexpr size_t kStrassenThreshold = 64; | ||
| 12 | |||
| 13 | inline size_t NextPowerOf2(size_t n) { | ||
| 14 |
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36 | if (n <= 1) { |
| 15 | return 1; | ||
| 16 | } | ||
| 17 | size_t p = 1; | ||
| 18 |
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144 | while (p < n) { |
| 19 | 108 | p *= 2; | |
| 20 | } | ||
| 21 | return p; | ||
| 22 | } | ||
| 23 | |||
| 24 |
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36 | inline void NaiveMultiply(const std::vector<double> &a, const std::vector<double> &b, std::vector<double> &c, |
| 25 | size_t n) { | ||
| 26 | std::ranges::fill(c, 0.0); | ||
| 27 |
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372 | for (size_t i = 0; i < n; ++i) { |
| 28 |
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4368 | for (size_t k = 0; k < n; ++k) { |
| 29 | 4032 | double a_ik = a[(i * n) + k]; | |
| 30 |
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60096 | for (size_t j = 0; j < n; ++j) { |
| 31 | 56064 | c[(i * n) + j] += a_ik * b[(k * n) + j]; | |
| 32 | } | ||
| 33 | } | ||
| 34 | } | ||
| 35 | 36 | } | |
| 36 | |||
| 37 | namespace detail { | ||
| 38 | |||
| 39 | void AddBlock(const double *a_ptr, const double *b_ptr, size_t ar, size_t ac, size_t br, size_t bc, size_t n, size_t m, | ||
| 40 | std::vector<double> &out); | ||
| 41 | void SubBlock(const double *a_ptr, const double *b_ptr, size_t ar, size_t ac, size_t br, size_t bc, size_t n, size_t m, | ||
| 42 | std::vector<double> &out); | ||
| 43 | void CopyBlock(const double *a_ptr, size_t ro, size_t co, size_t n, size_t m, std::vector<double> &out); | ||
| 44 | void AssembleStrassenResult(std::vector<double> &c, const std::vector<double> &m1, const std::vector<double> &m2, | ||
| 45 | const std::vector<double> &m3, const std::vector<double> &m4, const std::vector<double> &m5, | ||
| 46 | const std::vector<double> &m6, const std::vector<double> &m7, size_t n, size_t m); | ||
| 47 | |||
| 48 | ✗ | inline void AddBlock(const double *a_ptr, const double *b_ptr, size_t ar, size_t ac, size_t br, size_t bc, size_t n, | |
| 49 | size_t m, std::vector<double> &out) { | ||
| 50 | ✗ | for (size_t i = 0; i < m; ++i) { | |
| 51 | ✗ | for (size_t j = 0; j < m; ++j) { | |
| 52 | ✗ | out[(i * m) + j] = a_ptr[((ar + i) * n) + ac + j] + b_ptr[((br + i) * n) + bc + j]; | |
| 53 | } | ||
| 54 | } | ||
| 55 | ✗ | } | |
| 56 | |||
| 57 | ✗ | inline void SubBlock(const double *a_ptr, const double *b_ptr, size_t ar, size_t ac, size_t br, size_t bc, size_t n, | |
| 58 | size_t m, std::vector<double> &out) { | ||
| 59 | ✗ | for (size_t i = 0; i < m; ++i) { | |
| 60 | ✗ | for (size_t j = 0; j < m; ++j) { | |
| 61 | ✗ | out[(i * m) + j] = a_ptr[((ar + i) * n) + ac + j] - b_ptr[((br + i) * n) + bc + j]; | |
| 62 | } | ||
| 63 | } | ||
| 64 | ✗ | } | |
| 65 | |||
| 66 | inline void CopyBlock(const double *a_ptr, size_t ro, size_t co, size_t n, size_t m, std::vector<double> &out) { | ||
| 67 | ✗ | for (size_t i = 0; i < m; ++i) { | |
| 68 | ✗ | for (size_t j = 0; j < m; ++j) { | |
| 69 | ✗ | out[(i * m) + j] = a_ptr[((ro + i) * n) + co + j]; | |
| 70 | } | ||
| 71 | } | ||
| 72 | } | ||
| 73 | |||
| 74 | ✗ | inline void AssembleStrassenResult(std::vector<double> &c, const std::vector<double> &m1, const std::vector<double> &m2, | |
| 75 | const std::vector<double> &m3, const std::vector<double> &m4, | ||
| 76 | const std::vector<double> &m5, const std::vector<double> &m6, | ||
| 77 | const std::vector<double> &m7, size_t n, size_t m) { | ||
| 78 | ✗ | for (size_t i = 0; i < m; ++i) { | |
| 79 | ✗ | for (size_t j = 0; j < m; ++j) { | |
| 80 | ✗ | c[(i * n) + j] = m1[(i * m) + j] + m4[(i * m) + j] - m5[(i * m) + j] + m7[(i * m) + j]; | |
| 81 | ✗ | c[(i * n) + j + m] = m3[(i * m) + j] + m5[(i * m) + j]; | |
| 82 | ✗ | c[((m + i) * n) + j] = m2[(i * m) + j] + m4[(i * m) + j]; | |
| 83 | ✗ | c[((m + i) * n) + j + m] = m1[(i * m) + j] - m2[(i * m) + j] + m3[(i * m) + j] + m6[(i * m) + j]; | |
| 84 | } | ||
| 85 | } | ||
| 86 | ✗ | } | |
| 87 | |||
| 88 | } // namespace detail | ||
| 89 | |||
| 90 | template <typename ParallelRun> | ||
| 91 | 36 | void StrassenRecurse(const std::vector<double> &a, const std::vector<double> &b, std::vector<double> &c, size_t n, | |
| 92 | ParallelRun &¶llel_run) { | ||
| 93 |
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36 | if (n <= kStrassenThreshold) { |
| 94 | 36 | NaiveMultiply(a, b, c, n); | |
| 95 | 36 | return; | |
| 96 | } | ||
| 97 | |||
| 98 | ✗ | size_t m = n / 2; | |
| 99 | ✗ | size_t sz = m * m; | |
| 100 | |||
| 101 | ✗ | std::vector<double> m1(sz); | |
| 102 | ✗ | std::vector<double> m2(sz); | |
| 103 | ✗ | std::vector<double> m3(sz); | |
| 104 | ✗ | std::vector<double> m4(sz); | |
| 105 | ✗ | std::vector<double> m5(sz); | |
| 106 | ✗ | std::vector<double> m6(sz); | |
| 107 | ✗ | std::vector<double> m7(sz); | |
| 108 | |||
| 109 | ✗ | std::vector<std::function<void()>> tasks = { | |
| 110 | ✗ | [&]() { | |
| 111 | ✗ | std::vector<double> t1(sz); | |
| 112 | ✗ | std::vector<double> t2(sz); | |
| 113 | ✗ | detail::AddBlock(a.data(), a.data(), 0, 0, m, m, n, m, t1); | |
| 114 | ✗ | detail::AddBlock(b.data(), b.data(), 0, 0, m, m, n, m, t2); | |
| 115 | ✗ | StrassenRecurse(t1, t2, m1, m, std::forward<ParallelRun>(parallel_run)); | |
| 116 | }, | ||
| 117 | ✗ | [&]() { | |
| 118 | ✗ | std::vector<double> t1(sz); | |
| 119 | ✗ | std::vector<double> t2(sz); | |
| 120 | ✗ | detail::AddBlock(a.data(), a.data(), m, 0, m, m, n, m, t1); | |
| 121 | ✗ | detail::CopyBlock(b.data(), 0, 0, n, m, t2); | |
| 122 | ✗ | StrassenRecurse(t1, t2, m2, m, std::forward<ParallelRun>(parallel_run)); | |
| 123 | }, | ||
| 124 | ✗ | [&]() { | |
| 125 | ✗ | std::vector<double> t1(sz); | |
| 126 | ✗ | std::vector<double> t2(sz); | |
| 127 | ✗ | detail::SubBlock(b.data(), b.data(), 0, m, m, m, n, m, t1); | |
| 128 | ✗ | detail::CopyBlock(a.data(), 0, 0, n, m, t2); | |
| 129 | ✗ | StrassenRecurse(t2, t1, m3, m, std::forward<ParallelRun>(parallel_run)); | |
| 130 | }, | ||
| 131 | ✗ | [&]() { | |
| 132 | ✗ | std::vector<double> t1(sz); | |
| 133 | ✗ | std::vector<double> t2(sz); | |
| 134 | ✗ | detail::SubBlock(b.data(), b.data(), m, 0, 0, 0, n, m, t1); | |
| 135 | ✗ | detail::CopyBlock(a.data(), m, m, n, m, t2); | |
| 136 | ✗ | StrassenRecurse(t2, t1, m4, m, std::forward<ParallelRun>(parallel_run)); | |
| 137 | }, | ||
| 138 | ✗ | [&]() { | |
| 139 | ✗ | std::vector<double> t1(sz); | |
| 140 | ✗ | std::vector<double> t2(sz); | |
| 141 | ✗ | detail::AddBlock(a.data(), a.data(), 0, 0, 0, m, n, m, t1); | |
| 142 | ✗ | detail::CopyBlock(b.data(), m, m, n, m, t2); | |
| 143 | ✗ | StrassenRecurse(t1, t2, m5, m, std::forward<ParallelRun>(parallel_run)); | |
| 144 | }, | ||
| 145 | ✗ | [&]() { | |
| 146 | ✗ | std::vector<double> t1(sz); | |
| 147 | ✗ | std::vector<double> t2(sz); | |
| 148 | ✗ | detail::SubBlock(a.data(), a.data(), m, 0, 0, 0, n, m, t1); | |
| 149 | ✗ | detail::AddBlock(b.data(), b.data(), 0, 0, 0, m, n, m, t2); | |
| 150 | ✗ | StrassenRecurse(t1, t2, m6, m, std::forward<ParallelRun>(parallel_run)); | |
| 151 | }, | ||
| 152 | ✗ | [&]() { | |
| 153 | ✗ | std::vector<double> t1(sz); | |
| 154 | ✗ | std::vector<double> t2(sz); | |
| 155 | ✗ | detail::SubBlock(a.data(), a.data(), 0, m, m, m, n, m, t1); | |
| 156 | ✗ | detail::AddBlock(b.data(), b.data(), m, 0, m, m, n, m, t2); | |
| 157 | ✗ | StrassenRecurse(t1, t2, m7, m, std::forward<ParallelRun>(parallel_run)); | |
| 158 | }, | ||
| 159 | }; | ||
| 160 | |||
| 161 | parallel_run(tasks); | ||
| 162 | |||
| 163 | ✗ | detail::AssembleStrassenResult(c, m1, m2, m3, m4, m5, m6, m7, n, m); | |
| 164 | ✗ | } | |
| 165 | |||
| 166 | inline void StrassenMultiply(const std::vector<double> &a, const std::vector<double> &b, std::vector<double> &c, | ||
| 167 | size_t n, const std::function<void(std::vector<std::function<void()>> &)> ¶llel_run) { | ||
| 168 |
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36 | StrassenRecurse(a, b, c, n, parallel_run); |
| 169 | 36 | } | |
| 170 | |||
| 171 | } // namespace korolev_k_matrix_mult::strassen_impl | ||
| 172 |