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|---|---|---|---|
| 1 | #include "borunov_v_block_partitioning/mpi/include/ops_mpi.hpp" | ||
| 2 | |||
| 3 | #include <mpi.h> | ||
| 4 | |||
| 5 | #include <algorithm> | ||
| 6 | #include <array> | ||
| 7 | #include <cmath> | ||
| 8 | #include <cstddef> | ||
| 9 | #include <vector> | ||
| 10 | |||
| 11 | #include "borunov_v_block_partitioning/common/include/common.hpp" | ||
| 12 | |||
| 13 | namespace borunov_v_block_partitioning { | ||
| 14 | |||
| 15 |
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28 | BorunovVBlockPartitioningMPI::BorunovVBlockPartitioningMPI(const InType &in) { |
| 16 | SetTypeOfTask(GetStaticTypeOfTask()); | ||
| 17 |
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28 | GetInput() = in; |
| 18 | 28 | } | |
| 19 | |||
| 20 | 28 | bool BorunovVBlockPartitioningMPI::ValidationImpl() { | |
| 21 | 28 | int rank = 0; | |
| 22 | 28 | MPI_Comm_rank(MPI_COMM_WORLD, &rank); | |
| 23 |
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28 | if (rank == 0) { |
| 24 |
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14 | if (GetInput().size() < 3) { |
| 25 | return false; | ||
| 26 | } | ||
| 27 | 14 | int w = GetInput()[0]; | |
| 28 | 14 | int h = GetInput()[1]; | |
| 29 | 14 | const std::size_t pixels = static_cast<std::size_t>(w) * static_cast<std::size_t>(h); | |
| 30 | 14 | const std::size_t expected_size = static_cast<std::size_t>(2) + pixels; | |
| 31 | 14 | return GetInput().size() == expected_size; | |
| 32 | } | ||
| 33 | return true; | ||
| 34 | } | ||
| 35 | |||
| 36 | 28 | bool BorunovVBlockPartitioningMPI::PreProcessingImpl() { | |
| 37 | 28 | int rank = 0; | |
| 38 | 28 | MPI_Comm_rank(MPI_COMM_WORLD, &rank); | |
| 39 |
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28 | if (rank == 0) { |
| 40 | 14 | int w = GetInput()[0]; | |
| 41 | 14 | int h = GetInput()[1]; | |
| 42 | 14 | GetOutput().assign(static_cast<std::size_t>(w) * static_cast<std::size_t>(h), 0); | |
| 43 | } | ||
| 44 | 28 | return true; | |
| 45 | } | ||
| 46 | |||
| 47 | namespace { | ||
| 48 | |||
| 49 | 28 | void BroadcastDims(int &width, int &height) { | |
| 50 | 28 | MPI_Bcast(&width, 1, MPI_INT, 0, MPI_COMM_WORLD); | |
| 51 | 28 | MPI_Bcast(&height, 1, MPI_INT, 0, MPI_COMM_WORLD); | |
| 52 | 28 | } | |
| 53 | |||
| 54 | 28 | void ComputeSendCountsDispls(int width, int height, int size, std::vector<int> &send_counts, std::vector<int> &displs) { | |
| 55 | 28 | send_counts.assign(static_cast<std::size_t>(size), 0); | |
| 56 | 28 | displs.assign(static_cast<std::size_t>(size), 0); | |
| 57 | |||
| 58 | 28 | const int rows_per_proc = height / size; | |
| 59 | 28 | const int remainder = height % size; | |
| 60 | int current_displ = 0; | ||
| 61 |
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84 | for (int i = 0; i < size; ++i) { |
| 62 |
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56 | const int proc_rows = rows_per_proc + (i < remainder ? 1 : 0); |
| 63 | 56 | send_counts[i] = proc_rows * width; | |
| 64 | 56 | displs[i] = current_displ; | |
| 65 | 56 | current_displ += send_counts[i]; | |
| 66 | } | ||
| 67 | 28 | } | |
| 68 | |||
| 69 | 28 | void ComputeSendCountsDisplsWithHalo(int width, int height, const std::vector<int> &send_counts, | |
| 70 | const std::vector<int> &displs, std::vector<int> &send_counts_halo, | ||
| 71 | std::vector<int> &displs_halo) { | ||
| 72 | 28 | const int size = static_cast<int>(send_counts.size()); | |
| 73 | 28 | send_counts_halo.assign(static_cast<std::size_t>(size), 0); | |
| 74 | 28 | displs_halo.assign(static_cast<std::size_t>(size), 0); | |
| 75 | |||
| 76 |
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84 | for (int i = 0; i < size; ++i) { |
| 77 | 56 | const int row_start = displs[i] / width; | |
| 78 | 56 | const int rows = send_counts[i] / width; | |
| 79 | 56 | const int start_with_halo = std::max(0, row_start - 1); | |
| 80 | 56 | const int end_with_halo = std::min(height, row_start + rows + 1); | |
| 81 | 56 | send_counts_halo[i] = (end_with_halo - start_with_halo) * width; | |
| 82 | 56 | displs_halo[i] = start_with_halo * width; | |
| 83 | } | ||
| 84 | 28 | } | |
| 85 | |||
| 86 | 28 | void ApplyKernelToLocalPartition(const int *local_pixels, int width, int height, int base_global_row, | |
| 87 | int global_row_start, int global_row_end, std::vector<int> &local_res) { | ||
| 88 | const std::array<std::array<float, 3>, 3> kernel = {{ | ||
| 89 | {1.0F / 16.0F, 2.0F / 16.0F, 1.0F / 16.0F}, | ||
| 90 | {2.0F / 16.0F, 4.0F / 16.0F, 2.0F / 16.0F}, | ||
| 91 | {1.0F / 16.0F, 2.0F / 16.0F, 1.0F / 16.0F}, | ||
| 92 | }}; | ||
| 93 | |||
| 94 |
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976 | for (int gi = global_row_start; gi < global_row_end; ++gi) { |
| 95 | 948 | const int local_i = gi - global_row_start; | |
| 96 |
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151186 | for (int j = 0; j < width; ++j) { |
| 97 | 150238 | const int x0 = std::clamp(j - 1, 0, width - 1); | |
| 98 | const int x1 = j; | ||
| 99 | 150238 | const int x2 = std::clamp(j + 1, 0, width - 1); | |
| 100 | |||
| 101 | 150238 | const int y0 = std::clamp(gi - 1, 0, height - 1); | |
| 102 | const int y1 = gi; | ||
| 103 | 150238 | const int y2 = std::clamp(gi + 1, 0, height - 1); | |
| 104 | |||
| 105 | 150238 | const int y0_local = y0 - base_global_row; | |
| 106 | 150238 | const int y1_local = y1 - base_global_row; | |
| 107 | 150238 | const int y2_local = y2 - base_global_row; | |
| 108 | |||
| 109 | float sum = 0.0F; | ||
| 110 | |||
| 111 | 150238 | sum += static_cast<float>(local_pixels[(y0_local * width) + x0]) * kernel[0][0]; | |
| 112 | 150238 | sum += static_cast<float>(local_pixels[(y0_local * width) + x1]) * kernel[0][1]; | |
| 113 | 150238 | sum += static_cast<float>(local_pixels[(y0_local * width) + x2]) * kernel[0][2]; | |
| 114 | |||
| 115 | 150238 | sum += static_cast<float>(local_pixels[(y1_local * width) + x0]) * kernel[1][0]; | |
| 116 | 150238 | sum += static_cast<float>(local_pixels[(y1_local * width) + x1]) * kernel[1][1]; | |
| 117 | 150238 | sum += static_cast<float>(local_pixels[(y1_local * width) + x2]) * kernel[1][2]; | |
| 118 | |||
| 119 | 150238 | sum += static_cast<float>(local_pixels[(y2_local * width) + x0]) * kernel[2][0]; | |
| 120 | 150238 | sum += static_cast<float>(local_pixels[(y2_local * width) + x1]) * kernel[2][1]; | |
| 121 | 150238 | sum += static_cast<float>(local_pixels[(y2_local * width) + x2]) * kernel[2][2]; | |
| 122 | |||
| 123 | 150238 | local_res[(local_i * width) + j] = static_cast<int>(std::round(sum)); | |
| 124 | } | ||
| 125 | } | ||
| 126 | 28 | } | |
| 127 | |||
| 128 | } // namespace | ||
| 129 | |||
| 130 | 28 | bool BorunovVBlockPartitioningMPI::RunImpl() { | |
| 131 | 28 | int size = 0; | |
| 132 | 28 | int rank = 0; | |
| 133 | 28 | MPI_Comm_size(MPI_COMM_WORLD, &size); | |
| 134 | 28 | MPI_Comm_rank(MPI_COMM_WORLD, &rank); | |
| 135 | |||
| 136 | 28 | int width = 0; | |
| 137 | 28 | int height = 0; | |
| 138 |
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28 | if (rank == 0) { |
| 139 | 14 | width = GetInput()[0]; | |
| 140 | 14 | height = GetInput()[1]; | |
| 141 | } | ||
| 142 | 28 | BroadcastDims(width, height); | |
| 143 | |||
| 144 | 28 | std::vector<int> send_counts; | |
| 145 | 28 | std::vector<int> displs; | |
| 146 |
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28 | ComputeSendCountsDispls(width, height, size, send_counts, displs); |
| 147 | |||
| 148 | 28 | std::vector<int> send_counts_halo; | |
| 149 | 28 | std::vector<int> displs_halo; | |
| 150 |
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28 | ComputeSendCountsDisplsWithHalo(width, height, send_counts, displs, send_counts_halo, displs_halo); |
| 151 | |||
| 152 |
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28 | const int local_pixels_count = send_counts_halo[rank]; |
| 153 |
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28 | std::vector<int> local_pixels(static_cast<std::size_t>(local_pixels_count)); |
| 154 | |||
| 155 |
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28 | MPI_Scatterv(rank == 0 ? (GetInput().data() + 2) : nullptr, send_counts_halo.data(), displs_halo.data(), MPI_INT, |
| 156 | local_pixels.data(), local_pixels_count, MPI_INT, 0, MPI_COMM_WORLD); | ||
| 157 | |||
| 158 |
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28 | const int my_rows = send_counts[rank] / width; |
| 159 | 28 | const int row_start = displs[rank] / width; | |
| 160 | 28 | const int row_end = row_start + my_rows; | |
| 161 | |||
| 162 | 28 | const int base_global_row = displs_halo[rank] / width; | |
| 163 | |||
| 164 |
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28 | std::vector<int> local_res(static_cast<std::size_t>(my_rows) * static_cast<std::size_t>(width)); |
| 165 | 28 | ApplyKernelToLocalPartition(local_pixels.data(), width, height, base_global_row, row_start, row_end, local_res); | |
| 166 | |||
| 167 | 28 | const int local_count = static_cast<int>(local_res.size()); | |
| 168 |
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42 | MPI_Gatherv(local_res.data(), local_count, MPI_INT, rank == 0 ? GetOutput().data() : nullptr, send_counts.data(), |
| 169 | displs.data(), MPI_INT, 0, MPI_COMM_WORLD); | ||
| 170 | |||
| 171 | 28 | return true; | |
| 172 | } | ||
| 173 | |||
| 174 | 28 | bool BorunovVBlockPartitioningMPI::PostProcessingImpl() { | |
| 175 | 28 | int rank = 0; | |
| 176 | 28 | MPI_Comm_rank(MPI_COMM_WORLD, &rank); | |
| 177 | |||
| 178 | 28 | int width = 0; | |
| 179 | 28 | int height = 0; | |
| 180 | |||
| 181 |
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28 | if (rank == 0) { |
| 182 | 14 | width = GetInput()[0]; | |
| 183 | 14 | height = GetInput()[1]; | |
| 184 | } | ||
| 185 | |||
| 186 | 28 | MPI_Bcast(&width, 1, MPI_INT, 0, MPI_COMM_WORLD); | |
| 187 | 28 | MPI_Bcast(&height, 1, MPI_INT, 0, MPI_COMM_WORLD); | |
| 188 | |||
| 189 | 28 | const int total_pixels = width * height; | |
| 190 |
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28 | if (rank != 0) { |
| 191 | 14 | GetOutput().assign(static_cast<std::size_t>(total_pixels), 0); | |
| 192 | } | ||
| 193 | |||
| 194 | 28 | MPI_Bcast(GetOutput().data(), total_pixels, MPI_INT, 0, MPI_COMM_WORLD); | |
| 195 | |||
| 196 | 28 | return true; | |
| 197 | } | ||
| 198 | |||
| 199 | } // namespace borunov_v_block_partitioning | ||
| 200 |