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The C and C++ Include Header Files
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1 // -*- C++ -*- 2 3 // Copyright (C) 2007-2025 Free Software Foundation, Inc. 4 // 5 // This file is part of the GNU ISO C++ Library. This library is free 6 // software; you can redistribute it and/or modify it under the terms 7 // of the GNU General Public License as published by the Free Software 8 // Foundation; either version 3, or (at your option) any later 9 // version. 10 11 // This library is distributed in the hope that it will be useful, but 12 // WITHOUT ANY WARRANTY; without even the implied warranty of 13 // MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU 14 // General Public License for more details. 15 16 // Under Section 7 of GPL version 3, you are granted additional 17 // permissions described in the GCC Runtime Library Exception, version 18 // 3.1, as published by the Free Software Foundation. 19 20 // You should have received a copy of the GNU General Public License and 21 // a copy of the GCC Runtime Library Exception along with this program; 22 // see the files COPYING3 and COPYING.RUNTIME respectively. If not, see 23 // <http://www.gnu.org/licenses/>. 24 25 /** @file parallel/settings.h 26 * @brief Runtime settings and tuning parameters, heuristics to decide 27 * whether to use parallelized algorithms. 28 * 29 * This file is a GNU parallel extension to the Standard C++ Library. 30 * 31 * @section parallelization_decision Deciding whether to run an algorithm in parallel. 32 * 33 * There are several ways the user can switch on and off the parallel 34 * execution of an algorithm, both at compile- and run-time. 35 * 36 * Only sequential execution can be forced at compile-time. This 37 * reduces code size and protects code parts that have 38 * non-thread-safe side effects. 39 * 40 * Ultimately, forcing parallel execution at compile-time makes 41 * sense. Often, the sequential algorithm implementation is used as 42 * a subroutine, so no reduction in code size can be achieved. Also, 43 * the machine the program is run on might have only one processor 44 * core, so to avoid overhead, the algorithm is executed 45 * sequentially. 46 * 47 * To force sequential execution of an algorithm ultimately at 48 * compile-time, the user must add the tag 49 * gnu_parallel::sequential_tag() to the end of the parameter list, 50 * e. g. 51 * 52 * \code 53 * std::sort(__v.begin(), __v.end(), __gnu_parallel::sequential_tag()); 54 * \endcode 55 * 56 * This is compatible with all overloaded algorithm variants. No 57 * additional code will be instantiated, at all. The same holds for 58 * most algorithm calls with iterators not providing random access. 59 * 60 * If the algorithm call is not forced to be executed sequentially 61 * at compile-time, the decision is made at run-time. 62 * The global variable __gnu_parallel::_Settings::algorithm_strategy 63 * is checked. It is a tristate variable corresponding to: 64 * - a. force_sequential, meaning the sequential algorithm is executed. 65 * - b. force_parallel, meaning the parallel algorithm is executed. 66 * - c. heuristic 67 * 68 * For heuristic, the parallel algorithm implementation is called 69 * only if the input size is sufficiently large. For most 70 * algorithms, the input size is the (combined) length of the input 71 * sequence(__s). The threshold can be set by the user, individually 72 * for each algorithm. The according variables are called 73 * gnu_parallel::_Settings::[algorithm]_minimal_n . 74 * 75 * For some of the algorithms, there are even more tuning options, 76 * e. g. the ability to choose from multiple algorithm variants. See 77 * below for details. 78 */ 79 80 // Written by Johannes Singler and Felix Putze. 81 82 #ifndef _GLIBCXX_PARALLEL_SETTINGS_H 83 #define _GLIBCXX_PARALLEL_SETTINGS_H 1 84 85 #include <parallel/types.h> 86 87 #pragma GCC diagnostic push 88 #pragma GCC diagnostic ignored "-Wlong-long" // LL literal 89 90 /** 91 * @brief Determine at compile(?)-time if the parallel variant of an 92 * algorithm should be called. 93 * @param __c A condition that is convertible to bool that is overruled by 94 * __gnu_parallel::_Settings::algorithm_strategy. Usually a decision 95 * based on the input size. 96 */ 97 #define _GLIBCXX_PARALLEL_CONDITION(__c) \ 98 (__gnu_parallel::_Settings::get().algorithm_strategy \ 99 != __gnu_parallel::force_sequential \ 100 && ((__gnu_parallel::__get_max_threads() > 1 && (__c)) \ 101 || __gnu_parallel::_Settings::get().algorithm_strategy \ 102 == __gnu_parallel::force_parallel)) 103 104 /* 105 inline bool 106 parallel_condition(bool __c) 107 { 108 bool ret = false; 109 const _Settings& __s = _Settings::get(); 110 if (__s.algorithm_strategy != force_seqential) 111 { 112 if (__s.algorithm_strategy == force_parallel) 113 ret = true; 114 else 115 ret = __get_max_threads() > 1 && __c; 116 } 117 return ret; 118 } 119 */ 120 121 namespace __gnu_parallel 122 { 123 /// class _Settings 124 /// Run-time settings for the parallel mode including all tunable parameters. 125 struct _Settings 126 { 127 _AlgorithmStrategy algorithm_strategy; 128 129 _SortAlgorithm sort_algorithm; 130 _PartialSumAlgorithm partial_sum_algorithm; 131 _MultiwayMergeAlgorithm multiway_merge_algorithm; 132 _FindAlgorithm find_algorithm; 133 134 _SplittingAlgorithm sort_splitting; 135 _SplittingAlgorithm merge_splitting; 136 _SplittingAlgorithm multiway_merge_splitting; 137 138 // Per-algorithm settings. 139 140 /// Minimal input size for accumulate. 141 _SequenceIndex accumulate_minimal_n; 142 143 /// Minimal input size for adjacent_difference. 144 unsigned int adjacent_difference_minimal_n; 145 146 /// Minimal input size for count and count_if. 147 _SequenceIndex count_minimal_n; 148 149 /// Minimal input size for fill. 150 _SequenceIndex fill_minimal_n; 151 152 /// Block size increase factor for find. 153 double find_increasing_factor; 154 155 /// Initial block size for find. 156 _SequenceIndex find_initial_block_size; 157 158 /// Maximal block size for find. 159 _SequenceIndex find_maximum_block_size; 160 161 /// Start with looking for this many elements sequentially, for find. 162 _SequenceIndex find_sequential_search_size; 163 164 /// Minimal input size for for_each. 165 _SequenceIndex for_each_minimal_n; 166 167 /// Minimal input size for generate. 168 _SequenceIndex generate_minimal_n; 169 170 /// Minimal input size for max_element. 171 _SequenceIndex max_element_minimal_n; 172 173 /// Minimal input size for merge. 174 _SequenceIndex merge_minimal_n; 175 176 /// Oversampling factor for merge. 177 unsigned int merge_oversampling; 178 179 /// Minimal input size for min_element. 180 _SequenceIndex min_element_minimal_n; 181 182 /// Minimal input size for multiway_merge. 183 _SequenceIndex multiway_merge_minimal_n; 184 185 /// Oversampling factor for multiway_merge. 186 int multiway_merge_minimal_k; 187 188 /// Oversampling factor for multiway_merge. 189 unsigned int multiway_merge_oversampling; 190 191 /// Minimal input size for nth_element. 192 _SequenceIndex nth_element_minimal_n; 193 194 /// Chunk size for partition. 195 _SequenceIndex partition_chunk_size; 196 197 /// Chunk size for partition, relative to input size. If > 0.0, 198 /// this value overrides partition_chunk_size. 199 double partition_chunk_share; 200 201 /// Minimal input size for partition. 202 _SequenceIndex partition_minimal_n; 203 204 /// Minimal input size for partial_sort. 205 _SequenceIndex partial_sort_minimal_n; 206 207 /// Ratio for partial_sum. Assume "sum and write result" to be 208 /// this factor slower than just "sum". 209 float partial_sum_dilation; 210 211 /// Minimal input size for partial_sum. 212 unsigned int partial_sum_minimal_n; 213 214 /// Minimal input size for random_shuffle. 215 unsigned int random_shuffle_minimal_n; 216 217 /// Minimal input size for replace and replace_if. 218 _SequenceIndex replace_minimal_n; 219 220 /// Minimal input size for set_difference. 221 _SequenceIndex set_difference_minimal_n; 222 223 /// Minimal input size for set_intersection. 224 _SequenceIndex set_intersection_minimal_n; 225 226 /// Minimal input size for set_symmetric_difference. 227 _SequenceIndex set_symmetric_difference_minimal_n; 228 229 /// Minimal input size for set_union. 230 _SequenceIndex set_union_minimal_n; 231 232 /// Minimal input size for parallel sorting. 233 _SequenceIndex sort_minimal_n; 234 235 /// Oversampling factor for parallel std::sort (MWMS). 236 unsigned int sort_mwms_oversampling; 237 238 /// Such many samples to take to find a good pivot (quicksort). 239 unsigned int sort_qs_num_samples_preset; 240 241 /// Maximal subsequence __length to switch to unbalanced __base case. 242 /// Applies to std::sort with dynamically load-balanced quicksort. 243 _SequenceIndex sort_qsb_base_case_maximal_n; 244 245 /// Minimal input size for parallel std::transform. 246 _SequenceIndex transform_minimal_n; 247 248 /// Minimal input size for unique_copy. 249 _SequenceIndex unique_copy_minimal_n; 250 251 _SequenceIndex workstealing_chunk_size; 252 253 // Hardware dependent tuning parameters. 254 255 /// size of the L1 cache in bytes (underestimation). 256 unsigned long long L1_cache_size; 257 258 /// size of the L2 cache in bytes (underestimation). 259 unsigned long long L2_cache_size; 260 261 /// size of the Translation Lookaside Buffer (underestimation). 262 unsigned int TLB_size; 263 264 /// Overestimation of cache line size. Used to avoid false 265 /// sharing, i.e. elements of different threads are at least this 266 /// amount apart. 267 unsigned int cache_line_size; 268 269 // Statistics. 270 271 /// The number of stolen ranges in load-balanced quicksort. 272 _SequenceIndex qsb_steals; 273 274 /// Minimal input size for search and search_n. 275 _SequenceIndex search_minimal_n; 276 277 /// Block size scale-down factor with respect to current position. 278 float find_scale_factor; 279 280 /// Get the global settings. 281 _GLIBCXX_CONST static const _Settings& 282 get() throw(); 283 284 /// Set the global settings. 285 static void 286 set(_Settings&) throw(); 287 288 explicit 289 _Settings() : 290 algorithm_strategy(heuristic), 291 sort_algorithm(MWMS), 292 partial_sum_algorithm(LINEAR), 293 multiway_merge_algorithm(LOSER_TREE), 294 find_algorithm(CONSTANT_SIZE_BLOCKS), 295 sort_splitting(EXACT), 296 merge_splitting(EXACT), 297 multiway_merge_splitting(EXACT), 298 accumulate_minimal_n(1000), 299 adjacent_difference_minimal_n(1000), 300 count_minimal_n(1000), 301 fill_minimal_n(1000), 302 find_increasing_factor(2.0), 303 find_initial_block_size(256), 304 find_maximum_block_size(8192), 305 find_sequential_search_size(256), 306 for_each_minimal_n(1000), 307 generate_minimal_n(1000), 308 max_element_minimal_n(1000), 309 merge_minimal_n(1000), 310 merge_oversampling(10), 311 min_element_minimal_n(1000), 312 multiway_merge_minimal_n(1000), 313 multiway_merge_minimal_k(2), multiway_merge_oversampling(10), 314 nth_element_minimal_n(1000), 315 partition_chunk_size(1000), 316 partition_chunk_share(0.0), 317 partition_minimal_n(1000), 318 partial_sort_minimal_n(1000), 319 partial_sum_dilation(1.0f), 320 partial_sum_minimal_n(1000), 321 random_shuffle_minimal_n(1000), 322 replace_minimal_n(1000), 323 set_difference_minimal_n(1000), 324 set_intersection_minimal_n(1000), 325 set_symmetric_difference_minimal_n(1000), 326 set_union_minimal_n(1000), 327 sort_minimal_n(1000), 328 sort_mwms_oversampling(10), 329 sort_qs_num_samples_preset(100), 330 sort_qsb_base_case_maximal_n(100), 331 transform_minimal_n(1000), 332 unique_copy_minimal_n(10000), 333 workstealing_chunk_size(100), 334 L1_cache_size(16 << 10), 335 L2_cache_size(256 << 10), 336 TLB_size(128), 337 cache_line_size(64), 338 qsb_steals(0), 339 search_minimal_n(1000), 340 find_scale_factor(0.01f) 341 { } 342 }; 343 } 344 345 #pragma GCC diagnostic pop 346 347 #endif /* _GLIBCXX_PARALLEL_SETTINGS_H */