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1// -*- C++ -*-
2
aa118a03 3// Copyright (C) 2007-2014 Free Software Foundation, Inc.
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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
748086b7 8// Foundation; either version 3, or (at your option) any later
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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
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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.
c2ba9709 19
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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/>.
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24
25/** @file parallel/settings.h
ee1b5fc5 26 * @brief Runtime settings and tuning parameters, heuristics to decide
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27 * whether to use parallelized algorithms.
28 * This file is a GNU parallel extension to the Standard C++ Library.
29 *
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30 * @section parallelization_decision
31 * The decision whether to run an algorithm in parallel.
c2ba9709 32 *
1acba85b 33 * There are several ways the user can switch on and __off the parallel
ee1b5fc5 34 * execution of an algorithm, both at compile- and run-time.
c2ba9709 35 *
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36 * Only sequential execution can be forced at compile-time. This
37 * reduces code size and protects code parts that have
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38 * non-thread-safe side effects.
39 *
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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.
c2ba9709 46 *
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47 * To force sequential execution of an algorithm ultimately at
48 * compile-time, the user must add the tag
1acba85b 49* gnu_parallel::sequential_tag() to the end of the parameter list,
ee1b5fc5 50 * e. g.
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51 *
52 * \code
1acba85b 53 * std::sort(__v.begin(), __v.end(), __gnu_parallel::sequential_tag());
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54 * \endcode
55 *
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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.
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59 *
60 * If the algorithm call is not forced to be executed sequentially
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61 * at compile-time, the decision is made at run-time.
62 * The global variable __gnu_parallel::_Settings::algorithm_strategy
1acba85b 63 * is checked. _It is a tristate variable corresponding to:
c2ba9709 64 *
ee1b5fc5 65 * a. force_sequential, meaning the sequential algorithm is executed.
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66* b. force_parallel, meaning the parallel algorithm is executed.
67* c. heuristic
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68 *
69 * For heuristic, the parallel algorithm implementation is called
70 * only if the input size is sufficiently large. For most
71 * algorithms, the input size is the (combined) length of the input
1acba85b 72* sequence(__s). The threshold can be set by the user, individually
ee1b5fc5 73 * for each algorithm. The according variables are called
1acba85b 74* gnu_parallel::_Settings::[algorithm]_minimal_n .
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75 *
76 * For some of the algorithms, there are even more tuning options,
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77 * e. g. the ability to choose from multiple algorithm variants. See
78 * below for details.
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79 */
80
81// Written by Johannes Singler and Felix Putze.
82
83#ifndef _GLIBCXX_PARALLEL_SETTINGS_H
84#define _GLIBCXX_PARALLEL_SETTINGS_H 1
85
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86#include <parallel/types.h>
87
88/**
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89 * @brief Determine at compile(?)-time if the parallel variant of an
90 * algorithm should be called.
1acba85b 91 * @param __c A condition that is convertible to bool that is overruled by
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92 * __gnu_parallel::_Settings::algorithm_strategy. Usually a decision
93 * based on the input size.
c2ba9709 94 */
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95#define _GLIBCXX_PARALLEL_CONDITION(__c) \
96 (__gnu_parallel::_Settings::get().algorithm_strategy \
97 != __gnu_parallel::force_sequential \
98 && ((__gnu_parallel::__get_max_threads() > 1 && (__c)) \
99 || __gnu_parallel::_Settings::get().algorithm_strategy \
100 == __gnu_parallel::force_parallel))
c2ba9709 101
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102/*
103inline bool
1acba85b 104parallel_condition(bool __c)
c2ba9709 105{
ee1b5fc5 106 bool ret = false;
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107 const _Settings& __s = _Settings::get();
108 if (__s.algorithm_strategy != force_seqential)
ee1b5fc5 109 {
1acba85b 110 if (__s.algorithm_strategy == force_parallel)
15ac3c72 111 ret = true;
ee1b5fc5 112 else
15ac3c72 113 ret = __get_max_threads() > 1 && __c;
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114 }
115 return ret;
116}
117*/
118
119namespace __gnu_parallel
c2ba9709 120{
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121 /// class _Settings
122 /// Run-time settings for the parallel mode including all tunable parameters.
ee1b5fc5 123 struct _Settings
c2ba9709 124 {
15ac3c72 125 _AlgorithmStrategy algorithm_strategy;
ee1b5fc5 126
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127 _SortAlgorithm sort_algorithm;
128 _PartialSumAlgorithm partial_sum_algorithm;
129 _MultiwayMergeAlgorithm multiway_merge_algorithm;
130 _FindAlgorithm find_algorithm;
c2ba9709 131
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132 _SplittingAlgorithm sort_splitting;
133 _SplittingAlgorithm merge_splitting;
134 _SplittingAlgorithm multiway_merge_splitting;
c2ba9709 135
ee1b5fc5 136 // Per-algorithm settings.
c2ba9709 137
ee1b5fc5 138 /// Minimal input size for accumulate.
15ac3c72 139 _SequenceIndex accumulate_minimal_n;
c2ba9709 140
ee1b5fc5 141 /// Minimal input size for adjacent_difference.
15ac3c72 142 unsigned int adjacent_difference_minimal_n;
c2ba9709 143
ee1b5fc5 144 /// Minimal input size for count and count_if.
15ac3c72 145 _SequenceIndex count_minimal_n;
c2ba9709 146
ee1b5fc5 147 /// Minimal input size for fill.
15ac3c72 148 _SequenceIndex fill_minimal_n;
c2ba9709 149
ee1b5fc5 150 /// Block size increase factor for find.
15ac3c72 151 double find_increasing_factor;
dfbed397 152
ee1b5fc5 153 /// Initial block size for find.
15ac3c72 154 _SequenceIndex find_initial_block_size;
dfbed397 155
ee1b5fc5 156 /// Maximal block size for find.
15ac3c72 157 _SequenceIndex find_maximum_block_size;
c2ba9709 158
ee1b5fc5 159 /// Start with looking for this many elements sequentially, for find.
15ac3c72 160 _SequenceIndex find_sequential_search_size;
c2ba9709 161
ee1b5fc5 162 /// Minimal input size for for_each.
15ac3c72 163 _SequenceIndex for_each_minimal_n;
c2ba9709 164
ee1b5fc5 165 /// Minimal input size for generate.
15ac3c72 166 _SequenceIndex generate_minimal_n;
c2ba9709 167
ee1b5fc5 168 /// Minimal input size for max_element.
15ac3c72 169 _SequenceIndex max_element_minimal_n;
c2ba9709 170
ee1b5fc5 171 /// Minimal input size for merge.
15ac3c72 172 _SequenceIndex merge_minimal_n;
c2ba9709 173
ee1b5fc5 174 /// Oversampling factor for merge.
15ac3c72 175 unsigned int merge_oversampling;
c2ba9709 176
ee1b5fc5 177 /// Minimal input size for min_element.
15ac3c72 178 _SequenceIndex min_element_minimal_n;
c2ba9709 179
ee1b5fc5 180 /// Minimal input size for multiway_merge.
15ac3c72 181 _SequenceIndex multiway_merge_minimal_n;
c2ba9709 182
ee1b5fc5 183 /// Oversampling factor for multiway_merge.
15ac3c72 184 int multiway_merge_minimal_k;
c2ba9709 185
ee1b5fc5 186 /// Oversampling factor for multiway_merge.
15ac3c72 187 unsigned int multiway_merge_oversampling;
c2ba9709 188
ee1b5fc5 189 /// Minimal input size for nth_element.
15ac3c72 190 _SequenceIndex nth_element_minimal_n;
c2ba9709 191
ee1b5fc5 192 /// Chunk size for partition.
15ac3c72 193 _SequenceIndex partition_chunk_size;
c2ba9709 194
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195 /// Chunk size for partition, relative to input size. If > 0.0,
196 /// this value overrides partition_chunk_size.
15ac3c72 197 double partition_chunk_share;
c2ba9709 198
ee1b5fc5 199 /// Minimal input size for partition.
15ac3c72 200 _SequenceIndex partition_minimal_n;
c2ba9709 201
ee1b5fc5 202 /// Minimal input size for partial_sort.
15ac3c72 203 _SequenceIndex partial_sort_minimal_n;
c2ba9709 204
721641c4 205 /// Ratio for partial_sum. Assume "sum and write result" to be
ee1b5fc5 206 /// this factor slower than just "sum".
15ac3c72 207 float partial_sum_dilation;
c2ba9709 208
ee1b5fc5 209 /// Minimal input size for partial_sum.
15ac3c72 210 unsigned int partial_sum_minimal_n;
c2ba9709 211
ee1b5fc5 212 /// Minimal input size for random_shuffle.
15ac3c72 213 unsigned int random_shuffle_minimal_n;
c2ba9709 214
ee1b5fc5 215 /// Minimal input size for replace and replace_if.
15ac3c72 216 _SequenceIndex replace_minimal_n;
c2ba9709 217
ee1b5fc5 218 /// Minimal input size for set_difference.
15ac3c72 219 _SequenceIndex set_difference_minimal_n;
c2ba9709 220
ee1b5fc5 221 /// Minimal input size for set_intersection.
15ac3c72 222 _SequenceIndex set_intersection_minimal_n;
c2ba9709 223
ee1b5fc5 224 /// Minimal input size for set_symmetric_difference.
15ac3c72 225 _SequenceIndex set_symmetric_difference_minimal_n;
c2ba9709 226
ee1b5fc5 227 /// Minimal input size for set_union.
15ac3c72 228 _SequenceIndex set_union_minimal_n;
c2ba9709 229
ee1b5fc5 230 /// Minimal input size for parallel sorting.
15ac3c72 231 _SequenceIndex sort_minimal_n;
c2ba9709 232
ee1b5fc5 233 /// Oversampling factor for parallel std::sort (MWMS).
15ac3c72 234 unsigned int sort_mwms_oversampling;
c2ba9709 235
ee1b5fc5 236 /// Such many samples to take to find a good pivot (quicksort).
15ac3c72 237 unsigned int sort_qs_num_samples_preset;
c2ba9709 238
1acba85b 239 /// Maximal subsequence __length to switch to unbalanced __base case.
ee1b5fc5 240 /// Applies to std::sort with dynamically load-balanced quicksort.
15ac3c72 241 _SequenceIndex sort_qsb_base_case_maximal_n;
c2ba9709 242
ee1b5fc5 243 /// Minimal input size for parallel std::transform.
15ac3c72 244 _SequenceIndex transform_minimal_n;
c2ba9709 245
ee1b5fc5 246 /// Minimal input size for unique_copy.
15ac3c72 247 _SequenceIndex unique_copy_minimal_n;
c2ba9709 248
15ac3c72 249 _SequenceIndex workstealing_chunk_size;
c2ba9709 250
ee1b5fc5 251 // Hardware dependent tuning parameters.
c2ba9709 252
1acba85b 253 /// size of the L1 cache in bytes (underestimation).
15ac3c72 254 unsigned long long L1_cache_size;
c2ba9709 255
1acba85b 256 /// size of the L2 cache in bytes (underestimation).
15ac3c72 257 unsigned long long L2_cache_size;
c2ba9709 258
1acba85b 259 /// size of the Translation Lookaside Buffer (underestimation).
15ac3c72 260 unsigned int TLB_size;
c2ba9709 261
ee1b5fc5 262 /// Overestimation of cache line size. Used to avoid false
1acba85b 263 /// sharing, i.e. elements of different threads are at least this
ee1b5fc5 264 /// amount apart.
15ac3c72 265 unsigned int cache_line_size;
c2ba9709 266
ee1b5fc5 267 // Statistics.
c2ba9709 268
ee1b5fc5 269 /// The number of stolen ranges in load-balanced quicksort.
15ac3c72 270 _SequenceIndex qsb_steals;
c2ba9709 271
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272 /// Minimal input size for search and search_n.
273 _SequenceIndex search_minimal_n;
274
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275 /// Block size scale-down factor with respect to current position.
276 float find_scale_factor;
277
ee1b5fc5 278 /// Get the global settings.
b91cc3b9 279 _GLIBCXX_CONST static const _Settings&
ee1b5fc5 280 get() throw();
c2ba9709 281
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282 /// Set the global settings.
283 static void
284 set(_Settings&) throw();
c2ba9709 285
ee1b5fc5 286 explicit
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287 _Settings() :
288 algorithm_strategy(heuristic),
289 sort_algorithm(MWMS),
290 partial_sum_algorithm(LINEAR),
291 multiway_merge_algorithm(LOSER_TREE),
292 find_algorithm(CONSTANT_SIZE_BLOCKS),
293 sort_splitting(EXACT),
294 merge_splitting(EXACT),
295 multiway_merge_splitting(EXACT),
296 accumulate_minimal_n(1000),
297 adjacent_difference_minimal_n(1000),
298 count_minimal_n(1000),
299 fill_minimal_n(1000),
300 find_increasing_factor(2.0),
301 find_initial_block_size(256),
302 find_maximum_block_size(8192),
303 find_sequential_search_size(256),
304 for_each_minimal_n(1000),
305 generate_minimal_n(1000),
306 max_element_minimal_n(1000),
307 merge_minimal_n(1000),
308 merge_oversampling(10),
309 min_element_minimal_n(1000),
310 multiway_merge_minimal_n(1000),
311 multiway_merge_minimal_k(2), multiway_merge_oversampling(10),
312 nth_element_minimal_n(1000),
313 partition_chunk_size(1000),
314 partition_chunk_share(0.0),
315 partition_minimal_n(1000),
316 partial_sort_minimal_n(1000),
317 partial_sum_dilation(1.0f),
318 partial_sum_minimal_n(1000),
319 random_shuffle_minimal_n(1000),
320 replace_minimal_n(1000),
321 set_difference_minimal_n(1000),
322 set_intersection_minimal_n(1000),
323 set_symmetric_difference_minimal_n(1000),
324 set_union_minimal_n(1000),
325 sort_minimal_n(1000),
326 sort_mwms_oversampling(10),
327 sort_qs_num_samples_preset(100),
328 sort_qsb_base_case_maximal_n(100),
329 transform_minimal_n(1000),
330 unique_copy_minimal_n(10000),
331 workstealing_chunk_size(100),
332 L1_cache_size(16 << 10),
333 L2_cache_size(256 << 10),
334 TLB_size(128),
335 cache_line_size(64),
70202e48 336 qsb_steals(0),
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337 search_minimal_n(1000),
338 find_scale_factor(0.01f)
ee1b5fc5 339 { }
c2ba9709 340 };
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341}
342
cbcd1e45 343#endif /* _GLIBCXX_PARALLEL_SETTINGS_H */