1 | // -*- C++ -*-
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2 |
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3 | // Copyright (C) 2007-2021 Free Software Foundation, Inc.
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4 | //
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5 | // This file is part of the GNU ISO C++ Library. This library is free
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6 | // software; you can redistribute it and/or modify it under the terms
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7 | // of the GNU General Public License as published by the Free Software
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8 | // Foundation; either version 3, or (at your option) any later
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9 | // version.
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10 |
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11 | // This library is distributed in the hope that it will be useful, but
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12 | // WITHOUT ANY WARRANTY; without even the implied warranty of
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13 | // MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
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14 | // General Public License for more details.
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15 |
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16 | // Under Section 7 of GPL version 3, you are granted additional
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17 | // permissions described in the GCC Runtime Library Exception, version
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18 | // 3.1, as published by the Free Software Foundation.
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19 |
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20 | // You should have received a copy of the GNU General Public License and
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21 | // a copy of the GCC Runtime Library Exception along with this program;
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22 | // see the files COPYING3 and COPYING.RUNTIME respectively. If not, see
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23 | // <http://www.gnu.org/licenses/>.
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24 |
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25 | /** @file parallel/settings.h
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26 | * @brief Runtime settings and tuning parameters, heuristics to decide
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27 | * whether to use parallelized algorithms.
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28 | *
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29 | * This file is a GNU parallel extension to the Standard C++ Library.
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30 | *
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31 | * @section parallelization_decision Deciding whether to run an algorithm in parallel.
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32 | *
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33 | * There are several ways the user can switch on and off the parallel
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34 | * execution of an algorithm, both at compile- and run-time.
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35 | *
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36 | * Only sequential execution can be forced at compile-time. This
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37 | * reduces code size and protects code parts that have
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38 | * non-thread-safe side effects.
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39 | *
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40 | * Ultimately, forcing parallel execution at compile-time makes
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41 | * sense. Often, the sequential algorithm implementation is used as
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42 | * a subroutine, so no reduction in code size can be achieved. Also,
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43 | * the machine the program is run on might have only one processor
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44 | * core, so to avoid overhead, the algorithm is executed
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45 | * sequentially.
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46 | *
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47 | * To force sequential execution of an algorithm ultimately at
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48 | * compile-time, the user must add the tag
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49 | * gnu_parallel::sequential_tag() to the end of the parameter list,
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50 | * e. g.
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51 | *
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52 | * \code
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53 | * std::sort(__v.begin(), __v.end(), __gnu_parallel::sequential_tag());
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54 | * \endcode
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55 | *
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56 | * This is compatible with all overloaded algorithm variants. No
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57 | * additional code will be instantiated, at all. The same holds for
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58 | * most algorithm calls with iterators not providing random access.
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59 | *
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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.
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62 | * The global variable __gnu_parallel::_Settings::algorithm_strategy
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63 | * is checked. It is a tristate variable corresponding to:
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64 | * - a. force_sequential, meaning the sequential algorithm is executed.
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65 | * - b. force_parallel, meaning the parallel algorithm is executed.
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66 | * - c. heuristic
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67 | *
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68 | * For heuristic, the parallel algorithm implementation is called
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69 | * only if the input size is sufficiently large. For most
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70 | * algorithms, the input size is the (combined) length of the input
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71 | * sequence(__s). The threshold can be set by the user, individually
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72 | * for each algorithm. The according variables are called
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73 | * gnu_parallel::_Settings::[algorithm]_minimal_n .
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74 | *
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75 | * For some of the algorithms, there are even more tuning options,
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76 | * e. g. the ability to choose from multiple algorithm variants. See
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77 | * below for details.
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78 | */
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79 |
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80 | // Written by Johannes Singler and Felix Putze.
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81 |
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82 | #ifndef _GLIBCXX_PARALLEL_SETTINGS_H
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83 | #define _GLIBCXX_PARALLEL_SETTINGS_H 1
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84 |
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85 | #include <parallel/types.h>
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86 |
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87 | /**
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88 | * @brief Determine at compile(?)-time if the parallel variant of an
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89 | * algorithm should be called.
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90 | * @param __c A condition that is convertible to bool that is overruled by
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91 | * __gnu_parallel::_Settings::algorithm_strategy. Usually a decision
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92 | * based on the input size.
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93 | */
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94 | #define _GLIBCXX_PARALLEL_CONDITION(__c) \
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95 | (__gnu_parallel::_Settings::get().algorithm_strategy \
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96 | != __gnu_parallel::force_sequential \
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97 | && ((__gnu_parallel::__get_max_threads() > 1 && (__c)) \
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98 | || __gnu_parallel::_Settings::get().algorithm_strategy \
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99 | == __gnu_parallel::force_parallel))
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100 |
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101 | /*
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102 | inline bool
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103 | parallel_condition(bool __c)
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104 | {
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105 | bool ret = false;
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106 | const _Settings& __s = _Settings::get();
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107 | if (__s.algorithm_strategy != force_seqential)
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108 | {
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109 | if (__s.algorithm_strategy == force_parallel)
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110 | ret = true;
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111 | else
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112 | ret = __get_max_threads() > 1 && __c;
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113 | }
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114 | return ret;
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115 | }
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116 | */
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117 |
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118 | namespace __gnu_parallel
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119 | {
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120 | /// class _Settings
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121 | /// Run-time settings for the parallel mode including all tunable parameters.
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122 | struct _Settings
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123 | {
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124 | _AlgorithmStrategy algorithm_strategy;
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125 |
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126 | _SortAlgorithm sort_algorithm;
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127 | _PartialSumAlgorithm partial_sum_algorithm;
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128 | _MultiwayMergeAlgorithm multiway_merge_algorithm;
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129 | _FindAlgorithm find_algorithm;
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130 |
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131 | _SplittingAlgorithm sort_splitting;
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132 | _SplittingAlgorithm merge_splitting;
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133 | _SplittingAlgorithm multiway_merge_splitting;
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134 |
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135 | // Per-algorithm settings.
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136 |
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137 | /// Minimal input size for accumulate.
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138 | _SequenceIndex accumulate_minimal_n;
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139 |
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140 | /// Minimal input size for adjacent_difference.
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141 | unsigned int adjacent_difference_minimal_n;
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142 |
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143 | /// Minimal input size for count and count_if.
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144 | _SequenceIndex count_minimal_n;
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145 |
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146 | /// Minimal input size for fill.
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147 | _SequenceIndex fill_minimal_n;
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148 |
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149 | /// Block size increase factor for find.
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150 | double find_increasing_factor;
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151 |
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152 | /// Initial block size for find.
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153 | _SequenceIndex find_initial_block_size;
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154 |
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155 | /// Maximal block size for find.
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156 | _SequenceIndex find_maximum_block_size;
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157 |
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158 | /// Start with looking for this many elements sequentially, for find.
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159 | _SequenceIndex find_sequential_search_size;
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160 |
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161 | /// Minimal input size for for_each.
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162 | _SequenceIndex for_each_minimal_n;
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163 |
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164 | /// Minimal input size for generate.
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165 | _SequenceIndex generate_minimal_n;
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166 |
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167 | /// Minimal input size for max_element.
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168 | _SequenceIndex max_element_minimal_n;
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169 |
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170 | /// Minimal input size for merge.
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171 | _SequenceIndex merge_minimal_n;
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172 |
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173 | /// Oversampling factor for merge.
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174 | unsigned int merge_oversampling;
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175 |
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176 | /// Minimal input size for min_element.
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177 | _SequenceIndex min_element_minimal_n;
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178 |
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179 | /// Minimal input size for multiway_merge.
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180 | _SequenceIndex multiway_merge_minimal_n;
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181 |
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182 | /// Oversampling factor for multiway_merge.
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183 | int multiway_merge_minimal_k;
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184 |
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185 | /// Oversampling factor for multiway_merge.
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186 | unsigned int multiway_merge_oversampling;
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187 |
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188 | /// Minimal input size for nth_element.
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189 | _SequenceIndex nth_element_minimal_n;
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190 |
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191 | /// Chunk size for partition.
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192 | _SequenceIndex partition_chunk_size;
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193 |
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194 | /// Chunk size for partition, relative to input size. If > 0.0,
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195 | /// this value overrides partition_chunk_size.
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196 | double partition_chunk_share;
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197 |
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198 | /// Minimal input size for partition.
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199 | _SequenceIndex partition_minimal_n;
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200 |
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201 | /// Minimal input size for partial_sort.
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202 | _SequenceIndex partial_sort_minimal_n;
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203 |
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204 | /// Ratio for partial_sum. Assume "sum and write result" to be
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205 | /// this factor slower than just "sum".
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206 | float partial_sum_dilation;
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207 |
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208 | /// Minimal input size for partial_sum.
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209 | unsigned int partial_sum_minimal_n;
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210 |
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211 | /// Minimal input size for random_shuffle.
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212 | unsigned int random_shuffle_minimal_n;
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213 |
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214 | /// Minimal input size for replace and replace_if.
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215 | _SequenceIndex replace_minimal_n;
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216 |
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217 | /// Minimal input size for set_difference.
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218 | _SequenceIndex set_difference_minimal_n;
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219 |
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220 | /// Minimal input size for set_intersection.
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221 | _SequenceIndex set_intersection_minimal_n;
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222 |
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223 | /// Minimal input size for set_symmetric_difference.
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224 | _SequenceIndex set_symmetric_difference_minimal_n;
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225 |
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226 | /// Minimal input size for set_union.
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227 | _SequenceIndex set_union_minimal_n;
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228 |
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229 | /// Minimal input size for parallel sorting.
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230 | _SequenceIndex sort_minimal_n;
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231 |
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232 | /// Oversampling factor for parallel std::sort (MWMS).
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233 | unsigned int sort_mwms_oversampling;
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234 |
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235 | /// Such many samples to take to find a good pivot (quicksort).
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236 | unsigned int sort_qs_num_samples_preset;
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237 |
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238 | /// Maximal subsequence __length to switch to unbalanced __base case.
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239 | /// Applies to std::sort with dynamically load-balanced quicksort.
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240 | _SequenceIndex sort_qsb_base_case_maximal_n;
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241 |
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242 | /// Minimal input size for parallel std::transform.
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243 | _SequenceIndex transform_minimal_n;
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244 |
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245 | /// Minimal input size for unique_copy.
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246 | _SequenceIndex unique_copy_minimal_n;
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247 |
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248 | _SequenceIndex workstealing_chunk_size;
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249 |
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250 | // Hardware dependent tuning parameters.
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251 |
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252 | /// size of the L1 cache in bytes (underestimation).
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253 | unsigned long long L1_cache_size;
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254 |
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255 | /// size of the L2 cache in bytes (underestimation).
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256 | unsigned long long L2_cache_size;
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257 |
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258 | /// size of the Translation Lookaside Buffer (underestimation).
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259 | unsigned int TLB_size;
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260 |
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261 | /// Overestimation of cache line size. Used to avoid false
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262 | /// sharing, i.e. elements of different threads are at least this
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263 | /// amount apart.
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264 | unsigned int cache_line_size;
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265 |
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266 | // Statistics.
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267 |
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268 | /// The number of stolen ranges in load-balanced quicksort.
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269 | _SequenceIndex qsb_steals;
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270 |
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271 | /// Minimal input size for search and search_n.
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272 | _SequenceIndex search_minimal_n;
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273 |
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274 | /// Block size scale-down factor with respect to current position.
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275 | float find_scale_factor;
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276 |
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277 | /// Get the global settings.
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278 | _GLIBCXX_CONST static const _Settings&
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279 | get() throw();
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280 |
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281 | /// Set the global settings.
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282 | static void
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283 | set(_Settings&) throw();
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284 |
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285 | explicit
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286 | _Settings() :
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287 | algorithm_strategy(heuristic),
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288 | sort_algorithm(MWMS),
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289 | partial_sum_algorithm(LINEAR),
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290 | multiway_merge_algorithm(LOSER_TREE),
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291 | find_algorithm(CONSTANT_SIZE_BLOCKS),
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292 | sort_splitting(EXACT),
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293 | merge_splitting(EXACT),
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294 | multiway_merge_splitting(EXACT),
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295 | accumulate_minimal_n(1000),
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296 | adjacent_difference_minimal_n(1000),
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297 | count_minimal_n(1000),
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298 | fill_minimal_n(1000),
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299 | find_increasing_factor(2.0),
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300 | find_initial_block_size(256),
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301 | find_maximum_block_size(8192),
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302 | find_sequential_search_size(256),
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303 | for_each_minimal_n(1000),
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304 | generate_minimal_n(1000),
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305 | max_element_minimal_n(1000),
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306 | merge_minimal_n(1000),
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307 | merge_oversampling(10),
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308 | min_element_minimal_n(1000),
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309 | multiway_merge_minimal_n(1000),
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310 | multiway_merge_minimal_k(2), multiway_merge_oversampling(10),
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311 | nth_element_minimal_n(1000),
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312 | partition_chunk_size(1000),
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313 | partition_chunk_share(0.0),
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314 | partition_minimal_n(1000),
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315 | partial_sort_minimal_n(1000),
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316 | partial_sum_dilation(1.0f),
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317 | partial_sum_minimal_n(1000),
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318 | random_shuffle_minimal_n(1000),
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319 | replace_minimal_n(1000),
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320 | set_difference_minimal_n(1000),
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321 | set_intersection_minimal_n(1000),
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322 | set_symmetric_difference_minimal_n(1000),
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323 | set_union_minimal_n(1000),
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324 | sort_minimal_n(1000),
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325 | sort_mwms_oversampling(10),
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326 | sort_qs_num_samples_preset(100),
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327 | sort_qsb_base_case_maximal_n(100),
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328 | transform_minimal_n(1000),
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329 | unique_copy_minimal_n(10000),
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330 | workstealing_chunk_size(100),
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331 | L1_cache_size(16 << 10),
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332 | L2_cache_size(256 << 10),
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333 | TLB_size(128),
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334 | cache_line_size(64),
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335 | qsb_steals(0),
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336 | search_minimal_n(1000),
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337 | find_scale_factor(0.01f)
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338 | { }
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339 | };
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340 | }
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341 |
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342 | #endif /* _GLIBCXX_PARALLEL_SETTINGS_H */
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