xref: /dflybsd-src/contrib/gcc-4.7/libstdc++-v3/include/parallel/workstealing.h (revision 04febcfb30580676d3e95f58a16c5137ee478b32)
1*e4b17023SJohn Marino // -*- C++ -*-
2*e4b17023SJohn Marino 
3*e4b17023SJohn Marino // Copyright (C) 2007, 2008, 2009, 2010 Free Software Foundation, Inc.
4*e4b17023SJohn Marino //
5*e4b17023SJohn Marino // This file is part of the GNU ISO C++ Library.  This library is free
6*e4b17023SJohn Marino // software; you can redistribute it and/or modify it under the terms
7*e4b17023SJohn Marino // of the GNU General Public License as published by the Free Software
8*e4b17023SJohn Marino // Foundation; either version 3, or (at your option) any later
9*e4b17023SJohn Marino // version.
10*e4b17023SJohn Marino 
11*e4b17023SJohn Marino // This library is distributed in the hope that it will be useful, but
12*e4b17023SJohn Marino // WITHOUT ANY WARRANTY; without even the implied warranty of
13*e4b17023SJohn Marino // MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the GNU
14*e4b17023SJohn Marino // General Public License for more details.
15*e4b17023SJohn Marino 
16*e4b17023SJohn Marino // Under Section 7 of GPL version 3, you are granted additional
17*e4b17023SJohn Marino // permissions described in the GCC Runtime Library Exception, version
18*e4b17023SJohn Marino // 3.1, as published by the Free Software Foundation.
19*e4b17023SJohn Marino 
20*e4b17023SJohn Marino // You should have received a copy of the GNU General Public License and
21*e4b17023SJohn Marino // a copy of the GCC Runtime Library Exception along with this program;
22*e4b17023SJohn Marino // see the files COPYING3 and COPYING.RUNTIME respectively.  If not, see
23*e4b17023SJohn Marino // <http://www.gnu.org/licenses/>.
24*e4b17023SJohn Marino 
25*e4b17023SJohn Marino /** @file parallel/workstealing.h
26*e4b17023SJohn Marino  *  @brief Parallelization of embarrassingly parallel execution by
27*e4b17023SJohn Marino  *  means of work-stealing.
28*e4b17023SJohn Marino  *
29*e4b17023SJohn Marino  *  Work stealing is described in
30*e4b17023SJohn Marino  *
31*e4b17023SJohn Marino  *  R. D. Blumofe and C. E. Leiserson.
32*e4b17023SJohn Marino  *  Scheduling multithreaded computations by work stealing.
33*e4b17023SJohn Marino  *  Journal of the ACM, 46(5):720–748, 1999.
34*e4b17023SJohn Marino  *
35*e4b17023SJohn Marino  *  This file is a GNU parallel extension to the Standard C++ Library.
36*e4b17023SJohn Marino  */
37*e4b17023SJohn Marino 
38*e4b17023SJohn Marino // Written by Felix Putze.
39*e4b17023SJohn Marino 
40*e4b17023SJohn Marino #ifndef _GLIBCXX_PARALLEL_WORKSTEALING_H
41*e4b17023SJohn Marino #define _GLIBCXX_PARALLEL_WORKSTEALING_H 1
42*e4b17023SJohn Marino 
43*e4b17023SJohn Marino #include <parallel/parallel.h>
44*e4b17023SJohn Marino #include <parallel/random_number.h>
45*e4b17023SJohn Marino #include <parallel/compatibility.h>
46*e4b17023SJohn Marino 
47*e4b17023SJohn Marino namespace __gnu_parallel
48*e4b17023SJohn Marino {
49*e4b17023SJohn Marino 
50*e4b17023SJohn Marino #define _GLIBCXX_JOB_VOLATILE volatile
51*e4b17023SJohn Marino 
52*e4b17023SJohn Marino   /** @brief One __job for a certain thread. */
53*e4b17023SJohn Marino   template<typename _DifferenceTp>
54*e4b17023SJohn Marino     struct _Job
55*e4b17023SJohn Marino     {
56*e4b17023SJohn Marino       typedef _DifferenceTp _DifferenceType;
57*e4b17023SJohn Marino 
58*e4b17023SJohn Marino       /** @brief First element.
59*e4b17023SJohn Marino        *
60*e4b17023SJohn Marino        *  Changed by owning and stealing thread. By stealing thread,
61*e4b17023SJohn Marino        *  always incremented. */
62*e4b17023SJohn Marino       _GLIBCXX_JOB_VOLATILE _DifferenceType _M_first;
63*e4b17023SJohn Marino 
64*e4b17023SJohn Marino       /** @brief Last element.
65*e4b17023SJohn Marino        *
66*e4b17023SJohn Marino        *  Changed by owning thread only. */
67*e4b17023SJohn Marino       _GLIBCXX_JOB_VOLATILE _DifferenceType _M_last;
68*e4b17023SJohn Marino 
69*e4b17023SJohn Marino       /** @brief Number of elements, i.e. @c _M_last-_M_first+1.
70*e4b17023SJohn Marino        *
71*e4b17023SJohn Marino        *  Changed by owning thread only. */
72*e4b17023SJohn Marino       _GLIBCXX_JOB_VOLATILE _DifferenceType _M_load;
73*e4b17023SJohn Marino     };
74*e4b17023SJohn Marino 
75*e4b17023SJohn Marino   /** @brief Work stealing algorithm for random access iterators.
76*e4b17023SJohn Marino     *
77*e4b17023SJohn Marino     *  Uses O(1) additional memory. Synchronization at job lists is
78*e4b17023SJohn Marino     *  done with atomic operations.
79*e4b17023SJohn Marino     *  @param __begin Begin iterator of element sequence.
80*e4b17023SJohn Marino     *  @param __end End iterator of element sequence.
81*e4b17023SJohn Marino     *  @param __op User-supplied functor (comparator, predicate, adding
82*e4b17023SJohn Marino     *  functor, ...).
83*e4b17023SJohn Marino     *  @param __f Functor to @a process an element with __op (depends on
84*e4b17023SJohn Marino     *  desired functionality, e. g. for std::for_each(), ...).
85*e4b17023SJohn Marino     *  @param __r Functor to @a add a single __result to the already
86*e4b17023SJohn Marino     *  processed elements (depends on functionality).
87*e4b17023SJohn Marino     *  @param __base Base value for reduction.
88*e4b17023SJohn Marino     *  @param __output Pointer to position where final result is written to
89*e4b17023SJohn Marino     *  @param __bound Maximum number of elements processed (e. g. for
90*e4b17023SJohn Marino     *  std::count_n()).
91*e4b17023SJohn Marino     *  @return User-supplied functor (that may contain a part of the result).
92*e4b17023SJohn Marino     */
93*e4b17023SJohn Marino   template<typename _RAIter,
94*e4b17023SJohn Marino            typename _Op,
95*e4b17023SJohn Marino            typename _Fu,
96*e4b17023SJohn Marino            typename _Red,
97*e4b17023SJohn Marino            typename _Result>
98*e4b17023SJohn Marino     _Op
__for_each_template_random_access_workstealing(_RAIter __begin,_RAIter __end,_Op __op,_Fu & __f,_Red __r,_Result __base,_Result & __output,typename std::iterator_traits<_RAIter>::difference_type __bound)99*e4b17023SJohn Marino     __for_each_template_random_access_workstealing(_RAIter __begin,
100*e4b17023SJohn Marino 						   _RAIter __end, _Op __op,
101*e4b17023SJohn Marino 						   _Fu& __f, _Red __r,
102*e4b17023SJohn Marino 						   _Result __base,
103*e4b17023SJohn Marino 						   _Result& __output,
104*e4b17023SJohn Marino       typename std::iterator_traits<_RAIter>::difference_type __bound)
105*e4b17023SJohn Marino     {
106*e4b17023SJohn Marino       _GLIBCXX_CALL(__end - __begin)
107*e4b17023SJohn Marino 
108*e4b17023SJohn Marino       typedef std::iterator_traits<_RAIter> _TraitsType;
109*e4b17023SJohn Marino       typedef typename _TraitsType::difference_type _DifferenceType;
110*e4b17023SJohn Marino 
111*e4b17023SJohn Marino       const _Settings& __s = _Settings::get();
112*e4b17023SJohn Marino 
113*e4b17023SJohn Marino       _DifferenceType __chunk_size =
114*e4b17023SJohn Marino           static_cast<_DifferenceType>(__s.workstealing_chunk_size);
115*e4b17023SJohn Marino 
116*e4b17023SJohn Marino       // How many jobs?
117*e4b17023SJohn Marino       _DifferenceType __length = (__bound < 0) ? (__end - __begin) : __bound;
118*e4b17023SJohn Marino 
119*e4b17023SJohn Marino       // To avoid false sharing in a cache line.
120*e4b17023SJohn Marino       const int __stride = (__s.cache_line_size * 10
121*e4b17023SJohn Marino 			    / sizeof(_Job<_DifferenceType>) + 1);
122*e4b17023SJohn Marino 
123*e4b17023SJohn Marino       // Total number of threads currently working.
124*e4b17023SJohn Marino       _ThreadIndex __busy = 0;
125*e4b17023SJohn Marino 
126*e4b17023SJohn Marino       _Job<_DifferenceType> *__job;
127*e4b17023SJohn Marino 
128*e4b17023SJohn Marino       omp_lock_t __output_lock;
129*e4b17023SJohn Marino       omp_init_lock(&__output_lock);
130*e4b17023SJohn Marino 
131*e4b17023SJohn Marino       // Write base value to output.
132*e4b17023SJohn Marino       __output = __base;
133*e4b17023SJohn Marino 
134*e4b17023SJohn Marino       // No more threads than jobs, at least one thread.
135*e4b17023SJohn Marino       _ThreadIndex __num_threads = __gnu_parallel::max<_ThreadIndex>
136*e4b17023SJohn Marino 	(1, __gnu_parallel::min<_DifferenceType>(__length,
137*e4b17023SJohn Marino 						 __get_max_threads()));
138*e4b17023SJohn Marino 
139*e4b17023SJohn Marino #     pragma omp parallel shared(__busy) num_threads(__num_threads)
140*e4b17023SJohn Marino       {
141*e4b17023SJohn Marino #       pragma omp single
142*e4b17023SJohn Marino 	{
143*e4b17023SJohn Marino 	  __num_threads = omp_get_num_threads();
144*e4b17023SJohn Marino 
145*e4b17023SJohn Marino 	  // Create job description array.
146*e4b17023SJohn Marino 	  __job = new _Job<_DifferenceType>[__num_threads * __stride];
147*e4b17023SJohn Marino 	}
148*e4b17023SJohn Marino 
149*e4b17023SJohn Marino 	// Initialization phase.
150*e4b17023SJohn Marino 
151*e4b17023SJohn Marino 	// Flags for every thread if it is doing productive work.
152*e4b17023SJohn Marino 	bool __iam_working = false;
153*e4b17023SJohn Marino 
154*e4b17023SJohn Marino 	// Thread id.
155*e4b17023SJohn Marino 	_ThreadIndex __iam = omp_get_thread_num();
156*e4b17023SJohn Marino 
157*e4b17023SJohn Marino 	// This job.
158*e4b17023SJohn Marino 	_Job<_DifferenceType>& __my_job = __job[__iam * __stride];
159*e4b17023SJohn Marino 
160*e4b17023SJohn Marino 	// Random number (for work stealing).
161*e4b17023SJohn Marino 	_ThreadIndex __victim;
162*e4b17023SJohn Marino 
163*e4b17023SJohn Marino 	// Local value for reduction.
164*e4b17023SJohn Marino 	_Result __result = _Result();
165*e4b17023SJohn Marino 
166*e4b17023SJohn Marino 	// Number of elements to steal in one attempt.
167*e4b17023SJohn Marino 	_DifferenceType __steal;
168*e4b17023SJohn Marino 
169*e4b17023SJohn Marino 	// Every thread has its own random number generator
170*e4b17023SJohn Marino 	// (modulo __num_threads).
171*e4b17023SJohn Marino 	_RandomNumber __rand_gen(__iam, __num_threads);
172*e4b17023SJohn Marino 
173*e4b17023SJohn Marino 	// This thread is currently working.
174*e4b17023SJohn Marino #       pragma omp atomic
175*e4b17023SJohn Marino 	++__busy;
176*e4b17023SJohn Marino 
177*e4b17023SJohn Marino 	__iam_working = true;
178*e4b17023SJohn Marino 
179*e4b17023SJohn Marino 	// How many jobs per thread? last thread gets the rest.
180*e4b17023SJohn Marino 	__my_job._M_first = static_cast<_DifferenceType>
181*e4b17023SJohn Marino 	  (__iam * (__length / __num_threads));
182*e4b17023SJohn Marino 
183*e4b17023SJohn Marino 	__my_job._M_last = (__iam == (__num_threads - 1)
184*e4b17023SJohn Marino 			    ? (__length - 1)
185*e4b17023SJohn Marino 			    : ((__iam + 1) * (__length / __num_threads) - 1));
186*e4b17023SJohn Marino 	__my_job._M_load = __my_job._M_last - __my_job._M_first + 1;
187*e4b17023SJohn Marino 
188*e4b17023SJohn Marino 	// Init result with _M_first value (to have a base value for reduction)
189*e4b17023SJohn Marino 	if (__my_job._M_first <= __my_job._M_last)
190*e4b17023SJohn Marino 	  {
191*e4b17023SJohn Marino 	    // Cannot use volatile variable directly.
192*e4b17023SJohn Marino 	    _DifferenceType __my_first = __my_job._M_first;
193*e4b17023SJohn Marino 	    __result = __f(__op, __begin + __my_first);
194*e4b17023SJohn Marino 	    ++__my_job._M_first;
195*e4b17023SJohn Marino 	    --__my_job._M_load;
196*e4b17023SJohn Marino 	  }
197*e4b17023SJohn Marino 
198*e4b17023SJohn Marino 	_RAIter __current;
199*e4b17023SJohn Marino 
200*e4b17023SJohn Marino #       pragma omp barrier
201*e4b17023SJohn Marino 
202*e4b17023SJohn Marino 	// Actual work phase
203*e4b17023SJohn Marino 	// Work on own or stolen current start
204*e4b17023SJohn Marino 	while (__busy > 0)
205*e4b17023SJohn Marino 	  {
206*e4b17023SJohn Marino 	    // Work until no productive thread left.
207*e4b17023SJohn Marino #           pragma omp flush(__busy)
208*e4b17023SJohn Marino 
209*e4b17023SJohn Marino 	    // Thread has own work to do
210*e4b17023SJohn Marino 	    while (__my_job._M_first <= __my_job._M_last)
211*e4b17023SJohn Marino 	      {
212*e4b17023SJohn Marino 		// fetch-and-add call
213*e4b17023SJohn Marino 		// Reserve current job block (size __chunk_size) in my queue.
214*e4b17023SJohn Marino 		_DifferenceType __current_job =
215*e4b17023SJohn Marino 		  __fetch_and_add<_DifferenceType>(&(__my_job._M_first),
216*e4b17023SJohn Marino 						   __chunk_size);
217*e4b17023SJohn Marino 
218*e4b17023SJohn Marino 		// Update _M_load, to make the three values consistent,
219*e4b17023SJohn Marino 		// _M_first might have been changed in the meantime
220*e4b17023SJohn Marino 		__my_job._M_load = __my_job._M_last - __my_job._M_first + 1;
221*e4b17023SJohn Marino 		for (_DifferenceType __job_counter = 0;
222*e4b17023SJohn Marino 		     __job_counter < __chunk_size
223*e4b17023SJohn Marino 		       && __current_job <= __my_job._M_last;
224*e4b17023SJohn Marino 		     ++__job_counter)
225*e4b17023SJohn Marino 		  {
226*e4b17023SJohn Marino 		    // Yes: process it!
227*e4b17023SJohn Marino 		    __current = __begin + __current_job;
228*e4b17023SJohn Marino 		    ++__current_job;
229*e4b17023SJohn Marino 
230*e4b17023SJohn Marino 		    // Do actual work.
231*e4b17023SJohn Marino 		    __result = __r(__result, __f(__op, __current));
232*e4b17023SJohn Marino 		  }
233*e4b17023SJohn Marino 
234*e4b17023SJohn Marino #               pragma omp flush(__busy)
235*e4b17023SJohn Marino 	      }
236*e4b17023SJohn Marino 
237*e4b17023SJohn Marino 	    // After reaching this point, a thread's __job list is empty.
238*e4b17023SJohn Marino 	    if (__iam_working)
239*e4b17023SJohn Marino 	      {
240*e4b17023SJohn Marino 		// This thread no longer has work.
241*e4b17023SJohn Marino #               pragma omp atomic
242*e4b17023SJohn Marino 		--__busy;
243*e4b17023SJohn Marino 
244*e4b17023SJohn Marino 		__iam_working = false;
245*e4b17023SJohn Marino 	      }
246*e4b17023SJohn Marino 
247*e4b17023SJohn Marino 	    _DifferenceType __supposed_first, __supposed_last,
248*e4b17023SJohn Marino 	                    __supposed_load;
249*e4b17023SJohn Marino 	    do
250*e4b17023SJohn Marino 	      {
251*e4b17023SJohn Marino 		// Find random nonempty deque (not own), do consistency check.
252*e4b17023SJohn Marino 		__yield();
253*e4b17023SJohn Marino #               pragma omp flush(__busy)
254*e4b17023SJohn Marino 		__victim = __rand_gen();
255*e4b17023SJohn Marino 		__supposed_first = __job[__victim * __stride]._M_first;
256*e4b17023SJohn Marino 		__supposed_last = __job[__victim * __stride]._M_last;
257*e4b17023SJohn Marino 		__supposed_load = __job[__victim * __stride]._M_load;
258*e4b17023SJohn Marino 	      }
259*e4b17023SJohn Marino 	    while (__busy > 0
260*e4b17023SJohn Marino 		   && ((__supposed_load <= 0)
261*e4b17023SJohn Marino 		       || ((__supposed_first + __supposed_load - 1)
262*e4b17023SJohn Marino 			   != __supposed_last)));
263*e4b17023SJohn Marino 
264*e4b17023SJohn Marino 	    if (__busy == 0)
265*e4b17023SJohn Marino 	      break;
266*e4b17023SJohn Marino 
267*e4b17023SJohn Marino 	    if (__supposed_load > 0)
268*e4b17023SJohn Marino 	      {
269*e4b17023SJohn Marino 		// Has work and work to do.
270*e4b17023SJohn Marino 		// Number of elements to steal (at least one).
271*e4b17023SJohn Marino 		__steal = (__supposed_load < 2) ? 1 : __supposed_load / 2;
272*e4b17023SJohn Marino 
273*e4b17023SJohn Marino 		// Push __victim's current start forward.
274*e4b17023SJohn Marino 		_DifferenceType __stolen_first =
275*e4b17023SJohn Marino 		  __fetch_and_add<_DifferenceType>
276*e4b17023SJohn Marino 		  (&(__job[__victim * __stride]._M_first), __steal);
277*e4b17023SJohn Marino 		_DifferenceType __stolen_try = (__stolen_first + __steal
278*e4b17023SJohn Marino 						- _DifferenceType(1));
279*e4b17023SJohn Marino 
280*e4b17023SJohn Marino 		__my_job._M_first = __stolen_first;
281*e4b17023SJohn Marino 		__my_job._M_last = __gnu_parallel::min(__stolen_try,
282*e4b17023SJohn Marino 						       __supposed_last);
283*e4b17023SJohn Marino 		__my_job._M_load = __my_job._M_last - __my_job._M_first + 1;
284*e4b17023SJohn Marino 
285*e4b17023SJohn Marino 		// Has potential work again.
286*e4b17023SJohn Marino #               pragma omp atomic
287*e4b17023SJohn Marino 		++__busy;
288*e4b17023SJohn Marino 		__iam_working = true;
289*e4b17023SJohn Marino 
290*e4b17023SJohn Marino #               pragma omp flush(__busy)
291*e4b17023SJohn Marino 	      }
292*e4b17023SJohn Marino #           pragma omp flush(__busy)
293*e4b17023SJohn Marino 	  } // end while __busy > 0
294*e4b17023SJohn Marino 	// Add accumulated result to output.
295*e4b17023SJohn Marino 	omp_set_lock(&__output_lock);
296*e4b17023SJohn Marino 	__output = __r(__output, __result);
297*e4b17023SJohn Marino 	omp_unset_lock(&__output_lock);
298*e4b17023SJohn Marino       }
299*e4b17023SJohn Marino 
300*e4b17023SJohn Marino       delete[] __job;
301*e4b17023SJohn Marino 
302*e4b17023SJohn Marino       // Points to last element processed (needed as return value for
303*e4b17023SJohn Marino       // some algorithms like transform)
304*e4b17023SJohn Marino       __f._M_finish_iterator = __begin + __length;
305*e4b17023SJohn Marino 
306*e4b17023SJohn Marino       omp_destroy_lock(&__output_lock);
307*e4b17023SJohn Marino 
308*e4b17023SJohn Marino       return __op;
309*e4b17023SJohn Marino     }
310*e4b17023SJohn Marino } // end namespace
311*e4b17023SJohn Marino 
312*e4b17023SJohn Marino #endif /* _GLIBCXX_PARALLEL_WORKSTEALING_H */
313