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31 /** @file parallel/settings.h
32 * @brief Runtime settings and tuning parameters, heuristics to decide
33 * whether to use parallelized algorithms.
34 * This file is a GNU parallel extension to the Standard C++ Library.
36 * @section parallelization_decision
37 * The decision whether to run an algorithm in parallel.
39 * There are several ways the user can switch on and off the parallel
40 * execution of an algorithm, both at compile- and run-time.
42 * Only sequential execution can be forced at compile-time. This
43 * reduces code size and protects code parts that have
44 * non-thread-safe side effects.
46 * Ultimately, forcing parallel execution at compile-time makes
47 * sense. Often, the sequential algorithm implementation is used as
48 * a subroutine, so no reduction in code size can be achieved. Also,
49 * the machine the program is run on might have only one processor
50 * core, so to avoid overhead, the algorithm is executed
51 * sequentially.
53 * To force sequential execution of an algorithm ultimately at
54 * compile-time, the user must add the tag
55 * __gnu_parallel::sequential_tag() to the end of the parameter list,
56 * e. g.
58 * \code
59 * std::sort(v.begin(), v.end(), __gnu_parallel::sequential_tag());
60 * \endcode
62 * This is compatible with all overloaded algorithm variants. No
63 * additional code will be instantiated, at all. The same holds for
64 * most algorithm calls with iterators not providing random access.
66 * If the algorithm call is not forced to be executed sequentially
67 * at compile-time, the decision is made at run-time.
68 * The global variable __gnu_parallel::_Settings::algorithm_strategy
69 * is checked. It is a tristate variable corresponding to:
71 * a. force_sequential, meaning the sequential algorithm is executed.
72 * b. force_parallel, meaning the parallel algorithm is executed.
73 * c. heuristic
75 * For heuristic, the parallel algorithm implementation is called
76 * only if the input size is sufficiently large. For most
77 * algorithms, the input size is the (combined) length of the input
78 * sequence(s). The threshold can be set by the user, individually
79 * for each algorithm. The according variables are called
80 * __gnu_parallel::_Settings::[algorithm]_minimal_n .
82 * For some of the algorithms, there are even more tuning options,
83 * e. g. the ability to choose from multiple algorithm variants. See
84 * below for details.
87 // Written by Johannes Singler and Felix Putze.
89 #ifndef _GLIBCXX_PARALLEL_SETTINGS_H
90 #define _GLIBCXX_PARALLEL_SETTINGS_H 1
92 #include <parallel/types.h>
94 /**
95 * @brief Determine at compile(?)-time if the parallel variant of an
96 * algorithm should be called.
97 * @param c A condition that is convertible to bool that is overruled by
98 * __gnu_parallel::_Settings::algorithm_strategy. Usually a decision
99 * based on the input size.
101 #define _GLIBCXX_PARALLEL_CONDITION(c) (__gnu_parallel::_Settings::get().algorithm_strategy != __gnu_parallel::force_sequential && ((__gnu_parallel::get_max_threads() > 1 && (c)) || __gnu_parallel::_Settings::get().algorithm_strategy == __gnu_parallel::force_parallel))
104 inline bool
105 parallel_condition(bool c)
107 bool ret = false;
108 const _Settings& s = _Settings::get();
109 if (s.algorithm_strategy != force_seqential)
111 if (s.algorithm_strategy == force_parallel)
112 ret = true;
113 else
114 ret = get_max_threads() > 1 && c;
116 return ret;
120 namespace __gnu_parallel
122 /// class _Settings
123 /// Run-time settings for the parallel mode, including all tunable parameters.
124 struct _Settings
126 _AlgorithmStrategy algorithm_strategy;
128 _SortAlgorithm sort_algorithm;
129 _PartialSumAlgorithm partial_sum_algorithm;
130 _MultiwayMergeAlgorithm multiway_merge_algorithm;
131 _FindAlgorithm find_algorithm;
133 _SplittingAlgorithm sort_splitting;
134 _SplittingAlgorithm merge_splitting;
135 _SplittingAlgorithm multiway_merge_splitting;
137 // Per-algorithm settings.
139 /// Minimal input size for accumulate.
140 sequence_index_t accumulate_minimal_n;
142 /// Minimal input size for adjacent_difference.
143 unsigned int adjacent_difference_minimal_n;
145 /// Minimal input size for count and count_if.
146 sequence_index_t count_minimal_n;
148 /// Minimal input size for fill.
149 sequence_index_t fill_minimal_n;
151 /// Block size increase factor for find.
152 double find_increasing_factor;
154 /// Initial block size for find.
155 sequence_index_t find_initial_block_size;
157 /// Maximal block size for find.
158 sequence_index_t find_maximum_block_size;
160 /// Start with looking for this many elements sequentially, for find.
161 sequence_index_t find_sequential_search_size;
163 /// Minimal input size for for_each.
164 sequence_index_t for_each_minimal_n;
166 /// Minimal input size for generate.
167 sequence_index_t generate_minimal_n;
169 /// Minimal input size for max_element.
170 sequence_index_t max_element_minimal_n;
172 /// Minimal input size for merge.
173 sequence_index_t merge_minimal_n;
175 /// Oversampling factor for merge.
176 unsigned int merge_oversampling;
178 /// Minimal input size for min_element.
179 sequence_index_t min_element_minimal_n;
181 /// Minimal input size for multiway_merge.
182 sequence_index_t multiway_merge_minimal_n;
184 /// Oversampling factor for multiway_merge.
185 int multiway_merge_minimal_k;
187 /// Oversampling factor for multiway_merge.
188 unsigned int multiway_merge_oversampling;
190 /// Minimal input size for nth_element.
191 sequence_index_t nth_element_minimal_n;
193 /// Chunk size for partition.
194 sequence_index_t partition_chunk_size;
196 /// Chunk size for partition, relative to input size. If > 0.0,
197 /// this value overrides partition_chunk_size.
198 double partition_chunk_share;
200 /// Minimal input size for partition.
201 sequence_index_t partition_minimal_n;
203 /// Minimal input size for partial_sort.
204 sequence_index_t partial_sort_minimal_n;
206 /// Ratio for partial_sum. Assume "sum and write result" to be
207 /// this factor slower than just "sum".
208 float partial_sum_dilation;
210 /// Minimal input size for partial_sum.
211 unsigned int partial_sum_minimal_n;
213 /// Minimal input size for random_shuffle.
214 unsigned int random_shuffle_minimal_n;
216 /// Minimal input size for replace and replace_if.
217 sequence_index_t replace_minimal_n;
219 /// Minimal input size for set_difference.
220 sequence_index_t set_difference_minimal_n;
222 /// Minimal input size for set_intersection.
223 sequence_index_t set_intersection_minimal_n;
225 /// Minimal input size for set_symmetric_difference.
226 sequence_index_t set_symmetric_difference_minimal_n;
228 /// Minimal input size for set_union.
229 sequence_index_t set_union_minimal_n;
231 /// Minimal input size for parallel sorting.
232 sequence_index_t sort_minimal_n;
234 /// Oversampling factor for parallel std::sort (MWMS).
235 unsigned int sort_mwms_oversampling;
237 /// Such many samples to take to find a good pivot (quicksort).
238 unsigned int sort_qs_num_samples_preset;
240 /// Maximal subsequence length to switch to unbalanced base case.
241 /// Applies to std::sort with dynamically load-balanced quicksort.
242 sequence_index_t sort_qsb_base_case_maximal_n;
244 /// Minimal input size for parallel std::transform.
245 sequence_index_t transform_minimal_n;
247 /// Minimal input size for unique_copy.
248 sequence_index_t unique_copy_minimal_n;
250 sequence_index_t workstealing_chunk_size;
252 // Hardware dependent tuning parameters.
254 /// Size of the L1 cache in bytes (underestimation).
255 unsigned long long L1_cache_size;
257 /// Size of the L2 cache in bytes (underestimation).
258 unsigned long long L2_cache_size;
260 /// Size of the Translation Lookaside Buffer (underestimation).
261 unsigned int TLB_size;
263 /// Overestimation of cache line size. Used to avoid false
264 /// sharing, i. e. elements of different threads are at least this
265 /// amount apart.
266 unsigned int cache_line_size;
268 // Statistics.
270 /// The number of stolen ranges in load-balanced quicksort.
271 sequence_index_t qsb_steals;
273 /// Get the global settings.
274 static const _Settings&
275 get() throw();
277 /// Set the global settings.
278 static void
279 set(_Settings&) throw();
281 explicit
282 _Settings() : algorithm_strategy(heuristic), sort_algorithm(MWMS), partial_sum_algorithm(LINEAR), multiway_merge_algorithm(LOSER_TREE), find_algorithm(CONSTANT_SIZE_BLOCKS), sort_splitting(EXACT), merge_splitting(EXACT), multiway_merge_splitting(EXACT), accumulate_minimal_n(1000), adjacent_difference_minimal_n(1000), count_minimal_n(1000), fill_minimal_n(1000), find_increasing_factor(2.0), find_initial_block_size(256), find_maximum_block_size(8192), find_sequential_search_size(256), for_each_minimal_n(1000), generate_minimal_n(1000), max_element_minimal_n(1000), merge_minimal_n(1000), merge_oversampling(10), min_element_minimal_n(1000), multiway_merge_minimal_n(1000), multiway_merge_minimal_k(2), multiway_merge_oversampling(10), nth_element_minimal_n(1000), partition_chunk_size(1000), partition_chunk_share(0.0), partition_minimal_n(1000), partial_sort_minimal_n(1000), partial_sum_dilation(1.0f), partial_sum_minimal_n(1000), random_shuffle_minimal_n(1000), replace_minimal_n(1000), set_difference_minimal_n(1000), set_intersection_minimal_n(1000), set_symmetric_difference_minimal_n(1000), set_union_minimal_n(1000), sort_minimal_n(1000), sort_mwms_oversampling(10), sort_qs_num_samples_preset(100), sort_qsb_base_case_maximal_n(100), transform_minimal_n(1000), unique_copy_minimal_n(10000), workstealing_chunk_size(100), L1_cache_size(16 << 10), L2_cache_size(256 << 10), TLB_size(128), cache_line_size(64), qsb_steals(0)
287 #endif /* _GLIBCXX_SETTINGS_H */