2012-08-02 20:25:30 +08:00
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/*M///////////////////////////////////////////////////////////////////////////////////////
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//
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// IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING.
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//
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// By downloading, copying, installing or using the software you agree to this license.
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// If you do not agree to this license, do not download, install,
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// copy or use the software.
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//
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//
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// License Agreement
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// For Open Source Computer Vision Library
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//
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// Copyright (C) 2000-2008, Intel Corporation, all rights reserved.
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// Copyright (C) 2009-2011, Willow Garage Inc., all rights reserved.
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// Third party copyrights are property of their respective owners.
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//
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// Redistribution and use in source and binary forms, with or without modification,
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// are permitted provided that the following conditions are met:
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//
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// * Redistribution's of source code must retain the above copyright notice,
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// this list of conditions and the following disclaimer.
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//
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// * Redistribution's in binary form must reproduce the above copyright notice,
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// this list of conditions and the following disclaimer in the documentation
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// and/or other materials provided with the distribution.
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//
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// * The name of the copyright holders may not be used to endorse or promote products
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// derived from this software without specific prior written permission.
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//
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// This software is provided by the copyright holders and contributors "as is" and
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// any express or implied warranties, including, but not limited to, the implied
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// warranties of merchantability and fitness for a particular purpose are disclaimed.
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// In no event shall the Intel Corporation or contributors be liable for any direct,
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// indirect, incidental, special, exemplary, or consequential damages
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// (including, but not limited to, procurement of substitute goods or services;
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// loss of use, data, or profits; or business interruption) however caused
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// and on any theory of liability, whether in contract, strict liability,
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// or tort (including negligence or otherwise) arising in any way out of
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// the use of this software, even if advised of the possibility of such damage.
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//
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//M*/
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#include "precomp.hpp"
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2012-11-01 16:44:10 +08:00
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#if defined WIN32 || defined WINCE
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#include <windows.h>
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#undef small
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#undef min
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#undef max
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#undef abs
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#endif
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2012-10-17 21:00:53 +08:00
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#if defined __linux__ || defined __APPLE__
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#include <unistd.h>
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#include <stdio.h>
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#include <sys/types.h>
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#if defined ANDROID
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#include <sys/sysconf.h>
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#else
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#include <sys/sysctl.h>
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#endif
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#endif
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2012-10-13 00:06:40 +08:00
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/* IMPORTANT: always use the same order of defines
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1. HAVE_TBB - 3rdparty library, should be explicitly enabled
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2. HAVE_CSTRIPES - 3rdparty library, should be explicitly enabled
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3. HAVE_OPENMP - integrated to compiler, should be explicitly enabled
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4. HAVE_GCD - system wide, used automatically (APPLE only)
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5. HAVE_CONCURRENCY - part of runtime, used automatically (Windows only - MSVS 10, MSVS 11)
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*/
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#if defined HAVE_TBB
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2012-09-24 16:40:20 +08:00
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#include "tbb/tbb_stddef.h"
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#if TBB_VERSION_MAJOR*100 + TBB_VERSION_MINOR >= 202
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#include "tbb/tbb.h"
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#include "tbb/task.h"
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2012-10-13 00:06:40 +08:00
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#if TBB_INTERFACE_VERSION >= 6100
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#include "tbb/task_arena.h"
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#endif
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2012-09-24 16:40:20 +08:00
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#undef min
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#undef max
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#else
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#undef HAVE_TBB
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#endif // end TBB version
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2012-10-10 19:36:32 +08:00
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#endif
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2012-08-02 20:25:30 +08:00
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2012-10-13 00:06:40 +08:00
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#ifndef HAVE_TBB
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#if defined HAVE_CSTRIPES
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#include "C=.h"
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#undef shared
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#elif defined HAVE_OPENMP
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#include <omp.h>
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#elif defined HAVE_GCD
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#include <dispatch/dispatch.h>
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#include <pthread.h>
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#elif defined HAVE_CONCURRENCY
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#include <ppl.h>
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#endif
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#endif
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2012-08-02 20:25:30 +08:00
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namespace cv
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{
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2012-10-13 00:06:40 +08:00
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ParallelLoopBody::~ParallelLoopBody() {}
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}
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namespace
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{
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2013-06-18 01:06:15 +08:00
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#ifdef CV_PARALLEL_FRAMEWORK
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2012-10-12 02:37:14 +08:00
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class ParallelLoopBodyWrapper
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{
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public:
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2012-10-13 00:06:40 +08:00
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ParallelLoopBodyWrapper(const cv::ParallelLoopBody& _body, const cv::Range& _r, double _nstripes)
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2012-10-12 02:37:14 +08:00
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{
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body = &_body;
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wholeRange = _r;
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double len = wholeRange.end - wholeRange.start;
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2012-10-13 00:06:40 +08:00
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nstripes = cvRound(_nstripes <= 0 ? len : MIN(MAX(_nstripes, 1.), len));
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2012-10-12 02:37:14 +08:00
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}
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2012-10-13 00:06:40 +08:00
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void operator()(const cv::Range& sr) const
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2012-10-12 02:37:14 +08:00
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{
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2012-10-13 00:06:40 +08:00
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cv::Range r;
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2012-10-12 02:37:14 +08:00
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r.start = (int)(wholeRange.start +
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((size_t)sr.start*(wholeRange.end - wholeRange.start) + nstripes/2)/nstripes);
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r.end = sr.end >= nstripes ? wholeRange.end : (int)(wholeRange.start +
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((size_t)sr.end*(wholeRange.end - wholeRange.start) + nstripes/2)/nstripes);
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(*body)(r);
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}
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2012-10-13 00:06:40 +08:00
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cv::Range stripeRange() const { return cv::Range(0, nstripes); }
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2012-08-02 20:25:30 +08:00
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2012-10-12 02:37:14 +08:00
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protected:
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2012-10-13 00:06:40 +08:00
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const cv::ParallelLoopBody* body;
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cv::Range wholeRange;
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2012-10-12 02:37:14 +08:00
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int nstripes;
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};
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2012-10-12 18:49:22 +08:00
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2012-10-12 02:37:14 +08:00
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#if defined HAVE_TBB
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class ProxyLoopBody : public ParallelLoopBodyWrapper
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2012-08-02 20:25:30 +08:00
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{
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public:
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2012-10-13 00:06:40 +08:00
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ProxyLoopBody(const cv::ParallelLoopBody& _body, const cv::Range& _r, double _nstripes)
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2012-10-12 02:37:14 +08:00
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: ParallelLoopBodyWrapper(_body, _r, _nstripes)
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{}
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2012-08-02 20:25:30 +08:00
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void operator ()(const tbb::blocked_range<int>& range) const
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{
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2012-10-13 00:06:40 +08:00
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this->ParallelLoopBodyWrapper::operator()(cv::Range(range.begin(), range.end()));
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2012-08-02 20:25:30 +08:00
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}
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};
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2012-10-13 00:06:40 +08:00
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#elif defined HAVE_CSTRIPES || defined HAVE_OPENMP
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typedef ParallelLoopBodyWrapper ProxyLoopBody;
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2012-10-12 02:37:14 +08:00
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#elif defined HAVE_GCD
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typedef ParallelLoopBodyWrapper ProxyLoopBody;
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2012-10-13 00:06:40 +08:00
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static void block_function(void* context, size_t index)
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2012-08-02 20:25:30 +08:00
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{
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2012-10-12 02:37:14 +08:00
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ProxyLoopBody* ptr_body = static_cast<ProxyLoopBody*>(context);
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2012-10-13 00:06:40 +08:00
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(*ptr_body)(cv::Range(index, index + 1));
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2012-08-02 20:25:30 +08:00
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}
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2012-10-12 18:49:22 +08:00
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#elif defined HAVE_CONCURRENCY
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2012-10-12 02:37:14 +08:00
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class ProxyLoopBody : public ParallelLoopBodyWrapper
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{
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public:
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2012-10-13 00:06:40 +08:00
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ProxyLoopBody(const cv::ParallelLoopBody& _body, const cv::Range& _r, double _nstripes)
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2012-10-12 02:37:14 +08:00
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: ParallelLoopBodyWrapper(_body, _r, _nstripes)
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{}
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2012-10-12 18:49:22 +08:00
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2012-10-12 02:37:14 +08:00
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void operator ()(int i) const
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{
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2012-10-13 00:06:40 +08:00
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this->ParallelLoopBodyWrapper::operator()(cv::Range(i, i + 1));
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2012-10-12 02:37:14 +08:00
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}
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2012-10-12 03:22:32 +08:00
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};
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2012-10-12 02:37:14 +08:00
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#else
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typedef ParallelLoopBodyWrapper ProxyLoopBody;
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#endif
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2012-08-02 20:25:30 +08:00
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2012-10-13 00:06:40 +08:00
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static int numThreads = -1;
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#if defined HAVE_TBB
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static tbb::task_scheduler_init tbbScheduler(tbb::task_scheduler_init::deferred);
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#elif defined HAVE_CSTRIPES
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// nothing for C=
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#elif defined HAVE_OPENMP
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static int numThreadsMax = omp_get_max_threads();
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#elif defined HAVE_GCD
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// nothing for GCD
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#elif defined HAVE_CONCURRENCY
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class SchedPtr
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{
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Concurrency::Scheduler* sched_;
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public:
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Concurrency::Scheduler* operator->() { return sched_; }
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operator Concurrency::Scheduler*() { return sched_; }
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void operator=(Concurrency::Scheduler* sched)
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{
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if (sched_) sched_->Release();
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sched_ = sched;
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}
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SchedPtr() : sched_(0) {}
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~SchedPtr() { *this = 0; }
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};
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static SchedPtr pplScheduler;
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#endif
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2013-06-18 01:06:15 +08:00
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#endif // CV_PARALLEL_FRAMEWORK
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2012-10-13 00:06:40 +08:00
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} //namespace
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/* ================================ parallel_for_ ================================ */
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void cv::parallel_for_(const cv::Range& range, const cv::ParallelLoopBody& body, double nstripes)
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{
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2013-06-18 01:06:15 +08:00
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#ifdef CV_PARALLEL_FRAMEWORK
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2012-10-13 00:06:40 +08:00
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if(numThreads != 0)
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2012-08-02 20:25:30 +08:00
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{
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2012-10-12 02:37:14 +08:00
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ProxyLoopBody pbody(body, range, nstripes);
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2012-10-13 00:06:40 +08:00
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cv::Range stripeRange = pbody.stripeRange();
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2012-10-12 18:49:22 +08:00
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2012-10-12 02:37:14 +08:00
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#if defined HAVE_TBB
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2012-08-02 20:25:30 +08:00
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2012-10-12 02:37:14 +08:00
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tbb::parallel_for(tbb::blocked_range<int>(stripeRange.start, stripeRange.end), pbody);
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2012-08-02 20:25:30 +08:00
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2012-10-13 00:06:40 +08:00
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#elif defined HAVE_CSTRIPES
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2012-08-02 20:25:30 +08:00
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2012-10-13 00:06:40 +08:00
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parallel(MAX(0, numThreads))
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{
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int offset = stripeRange.start;
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int len = stripeRange.end - offset;
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Range r(offset + CPX_RANGE_START(len), offset + CPX_RANGE_END(len));
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pbody(r);
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barrier();
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}
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2012-08-02 20:25:30 +08:00
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#elif defined HAVE_OPENMP
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2012-10-13 00:06:40 +08:00
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#pragma omp parallel for schedule(dynamic)
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2012-10-12 02:37:14 +08:00
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for (int i = stripeRange.start; i < stripeRange.end; ++i)
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pbody(Range(i, i + 1));
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2012-08-02 20:25:30 +08:00
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2012-10-10 19:36:32 +08:00
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#elif defined HAVE_GCD
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2012-08-02 20:25:30 +08:00
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dispatch_queue_t concurrent_queue = dispatch_get_global_queue(DISPATCH_QUEUE_PRIORITY_DEFAULT, 0);
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2012-10-12 02:37:14 +08:00
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dispatch_apply_f(stripeRange.end - stripeRange.start, concurrent_queue, &pbody, block_function);
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2012-08-02 20:25:30 +08:00
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2012-10-13 00:06:40 +08:00
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#elif defined HAVE_CONCURRENCY
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2012-10-10 19:36:32 +08:00
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2012-10-13 00:06:40 +08:00
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if(!pplScheduler || pplScheduler->Id() == Concurrency::CurrentScheduler::Id())
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2012-10-10 19:36:32 +08:00
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{
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2012-10-13 00:06:40 +08:00
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Concurrency::parallel_for(stripeRange.start, stripeRange.end, pbody);
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}
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else
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{
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pplScheduler->Attach();
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Concurrency::parallel_for(stripeRange.start, stripeRange.end, pbody);
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Concurrency::CurrentScheduler::Detach();
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2012-10-10 19:36:32 +08:00
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}
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2012-08-02 20:25:30 +08:00
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#else
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2012-10-13 00:06:40 +08:00
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#error You have hacked and compiling with unsupported parallel framework
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2012-08-02 20:25:30 +08:00
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2012-10-12 02:37:14 +08:00
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#endif
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2012-10-12 18:49:22 +08:00
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2012-10-13 00:06:40 +08:00
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}
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else
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2012-10-12 18:49:22 +08:00
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2013-06-18 01:06:15 +08:00
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#endif // CV_PARALLEL_FRAMEWORK
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2012-10-13 00:06:40 +08:00
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{
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(void)nstripes;
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body(range);
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}
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}
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2012-10-12 18:49:22 +08:00
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int cv::getNumThreads(void)
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{
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2013-06-18 01:06:15 +08:00
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#ifdef CV_PARALLEL_FRAMEWORK
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2012-10-13 00:06:40 +08:00
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if(numThreads == 0)
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return 1;
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2012-10-12 18:49:22 +08:00
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#endif
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2012-10-13 00:06:40 +08:00
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#if defined HAVE_TBB
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return tbbScheduler.is_active()
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? numThreads
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: tbb::task_scheduler_init::default_num_threads();
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#elif defined HAVE_CSTRIPES
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2013-02-04 21:34:18 +08:00
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return numThreads > 0
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? numThreads
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: cv::getNumberOfCPUs();
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2012-10-13 00:06:40 +08:00
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#elif defined HAVE_OPENMP
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return omp_get_max_threads();
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#elif defined HAVE_GCD
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return 512; // the GCD thread pool limit
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#elif defined HAVE_CONCURRENCY
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|
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return 1 + (pplScheduler == 0
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|
|
|
? Concurrency::CurrentScheduler::Get()->GetNumberOfVirtualProcessors()
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: pplScheduler->GetNumberOfVirtualProcessors());
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|
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|
2012-10-12 18:49:22 +08:00
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#else
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2012-10-13 00:06:40 +08:00
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|
return 1;
|
2012-10-12 18:49:22 +08:00
|
|
|
|
2012-10-13 00:06:40 +08:00
|
|
|
#endif
|
|
|
|
}
|
|
|
|
|
|
|
|
void cv::setNumThreads( int threads )
|
|
|
|
{
|
2012-10-15 23:30:18 +08:00
|
|
|
(void)threads;
|
2013-06-18 01:06:15 +08:00
|
|
|
#ifdef CV_PARALLEL_FRAMEWORK
|
2012-10-12 18:49:22 +08:00
|
|
|
numThreads = threads;
|
2012-10-13 00:06:40 +08:00
|
|
|
#endif
|
|
|
|
|
|
|
|
#ifdef HAVE_TBB
|
|
|
|
|
|
|
|
if(tbbScheduler.is_active()) tbbScheduler.terminate();
|
|
|
|
if(threads > 0) tbbScheduler.initialize(threads);
|
|
|
|
|
|
|
|
#elif defined HAVE_CSTRIPES
|
|
|
|
|
|
|
|
return; // nothing needed
|
|
|
|
|
|
|
|
#elif defined HAVE_OPENMP
|
|
|
|
|
|
|
|
if(omp_in_parallel())
|
|
|
|
return; // can't change number of openmp threads inside a parallel region
|
|
|
|
|
|
|
|
omp_set_num_threads(threads > 0 ? threads : numThreadsMax);
|
|
|
|
|
|
|
|
#elif defined HAVE_GCD
|
|
|
|
|
|
|
|
// unsupported
|
|
|
|
// there is only private dispatch_queue_set_width() and only for desktop
|
|
|
|
|
|
|
|
#elif defined HAVE_CONCURRENCY
|
|
|
|
|
|
|
|
if (threads <= 0)
|
|
|
|
{
|
|
|
|
pplScheduler = 0;
|
|
|
|
}
|
|
|
|
else if (threads == 1)
|
|
|
|
{
|
|
|
|
// Concurrency always uses >=2 threads, so we just disable it if 1 thread is requested
|
|
|
|
numThreads = 0;
|
|
|
|
}
|
|
|
|
else if (pplScheduler == 0 || 1 + pplScheduler->GetNumberOfVirtualProcessors() != (unsigned int)threads)
|
|
|
|
{
|
|
|
|
pplScheduler = Concurrency::Scheduler::Create(Concurrency::SchedulerPolicy(2,
|
2012-10-22 22:46:26 +08:00
|
|
|
Concurrency::MinConcurrency, threads-1,
|
|
|
|
Concurrency::MaxConcurrency, threads-1));
|
2012-10-13 00:06:40 +08:00
|
|
|
}
|
|
|
|
|
2012-10-12 18:49:22 +08:00
|
|
|
#endif
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
|
|
int cv::getThreadNum(void)
|
|
|
|
{
|
2012-10-13 00:06:40 +08:00
|
|
|
#if defined HAVE_TBB
|
|
|
|
#if TBB_INTERFACE_VERSION >= 6100 && defined TBB_PREVIEW_TASK_ARENA && TBB_PREVIEW_TASK_ARENA
|
|
|
|
return tbb::task_arena::current_slot();
|
|
|
|
#else
|
|
|
|
return 0;
|
|
|
|
#endif
|
|
|
|
#elif defined HAVE_CSTRIPES
|
|
|
|
return pix();
|
|
|
|
#elif defined HAVE_OPENMP
|
2012-10-12 18:49:22 +08:00
|
|
|
return omp_get_thread_num();
|
2012-10-13 00:06:40 +08:00
|
|
|
#elif defined HAVE_GCD
|
2012-10-15 17:55:32 +08:00
|
|
|
return (int)(size_t)(void*)pthread_self(); // no zero-based indexing
|
2012-10-13 00:06:40 +08:00
|
|
|
#elif defined HAVE_CONCURRENCY
|
|
|
|
return std::max(0, (int)Concurrency::Context::VirtualProcessorId()); // zero for master thread, unique number for others but not necessary 1,2,3,...
|
2012-10-12 18:49:22 +08:00
|
|
|
#else
|
|
|
|
return 0;
|
|
|
|
#endif
|
|
|
|
}
|
|
|
|
|
|
|
|
#ifdef ANDROID
|
|
|
|
static inline int getNumberOfCPUsImpl()
|
|
|
|
{
|
|
|
|
FILE* cpuPossible = fopen("/sys/devices/system/cpu/possible", "r");
|
|
|
|
if(!cpuPossible)
|
|
|
|
return 1;
|
|
|
|
|
|
|
|
char buf[2000]; //big enough for 1000 CPUs in worst possible configuration
|
|
|
|
char* pbuf = fgets(buf, sizeof(buf), cpuPossible);
|
|
|
|
fclose(cpuPossible);
|
|
|
|
if(!pbuf)
|
|
|
|
return 1;
|
|
|
|
|
|
|
|
//parse string of form "0-1,3,5-7,10,13-15"
|
|
|
|
int cpusAvailable = 0;
|
|
|
|
|
|
|
|
while(*pbuf)
|
|
|
|
{
|
|
|
|
const char* pos = pbuf;
|
|
|
|
bool range = false;
|
|
|
|
while(*pbuf && *pbuf != ',')
|
|
|
|
{
|
|
|
|
if(*pbuf == '-') range = true;
|
|
|
|
++pbuf;
|
|
|
|
}
|
|
|
|
if(*pbuf) *pbuf++ = 0;
|
|
|
|
if(!range)
|
|
|
|
++cpusAvailable;
|
|
|
|
else
|
|
|
|
{
|
|
|
|
int rstart = 0, rend = 0;
|
|
|
|
sscanf(pos, "%d-%d", &rstart, &rend);
|
|
|
|
cpusAvailable += rend - rstart + 1;
|
|
|
|
}
|
|
|
|
|
|
|
|
}
|
|
|
|
return cpusAvailable ? cpusAvailable : 1;
|
|
|
|
}
|
|
|
|
#endif
|
|
|
|
|
|
|
|
int cv::getNumberOfCPUs(void)
|
|
|
|
{
|
|
|
|
#if defined WIN32 || defined _WIN32
|
|
|
|
SYSTEM_INFO sysinfo;
|
|
|
|
GetSystemInfo( &sysinfo );
|
|
|
|
|
|
|
|
return (int)sysinfo.dwNumberOfProcessors;
|
|
|
|
#elif defined ANDROID
|
|
|
|
static int ncpus = getNumberOfCPUsImpl();
|
|
|
|
return ncpus;
|
|
|
|
#elif defined __linux__
|
|
|
|
return (int)sysconf( _SC_NPROCESSORS_ONLN );
|
|
|
|
#elif defined __APPLE__
|
|
|
|
int numCPU=0;
|
|
|
|
int mib[4];
|
|
|
|
size_t len = sizeof(numCPU);
|
|
|
|
|
|
|
|
/* set the mib for hw.ncpu */
|
|
|
|
mib[0] = CTL_HW;
|
|
|
|
mib[1] = HW_AVAILCPU; // alternatively, try HW_NCPU;
|
|
|
|
|
|
|
|
/* get the number of CPUs from the system */
|
|
|
|
sysctl(mib, 2, &numCPU, &len, NULL, 0);
|
|
|
|
|
|
|
|
if( numCPU < 1 )
|
|
|
|
{
|
|
|
|
mib[1] = HW_NCPU;
|
|
|
|
sysctl( mib, 2, &numCPU, &len, NULL, 0 );
|
|
|
|
|
|
|
|
if( numCPU < 1 )
|
|
|
|
numCPU = 1;
|
|
|
|
}
|
|
|
|
|
|
|
|
return (int)numCPU;
|
|
|
|
#else
|
|
|
|
return 1;
|
|
|
|
#endif
|
|
|
|
}
|
|
|
|
|
|
|
|
CV_IMPL void cvSetNumThreads(int nt)
|
|
|
|
{
|
|
|
|
cv::setNumThreads(nt);
|
|
|
|
}
|
|
|
|
|
|
|
|
CV_IMPL int cvGetNumThreads()
|
|
|
|
{
|
|
|
|
return cv::getNumThreads();
|
|
|
|
}
|
|
|
|
|
|
|
|
CV_IMPL int cvGetThreadNum()
|
|
|
|
{
|
|
|
|
return cv::getThreadNum();
|
2013-02-04 21:34:18 +08:00
|
|
|
}
|