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core: parallel_for_(): update RNG state of the main thread
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@ -2834,6 +2834,8 @@ public:
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double gaussian(double sigma);
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uint64 state;
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bool operator ==(const RNG& other) const;
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};
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/** @brief Mersenne Twister random number generator
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@ -349,6 +349,8 @@ inline int RNG::uniform(int a, int b) { return a == b ? a : (int)(next(
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inline float RNG::uniform(float a, float b) { return ((float)*this)*(b - a) + a; }
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inline double RNG::uniform(double a, double b) { return ((double)*this)*(b - a) + a; }
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inline bool RNG::operator ==(const RNG& other) const { return state == other.state; }
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inline unsigned RNG::next()
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{
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state = (uint64)(unsigned)state* /*CV_RNG_COEFF*/ 4164903690U + (unsigned)(state >> 32);
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@ -166,7 +166,8 @@ namespace
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class ParallelLoopBodyWrapper : public cv::ParallelLoopBody
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{
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public:
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ParallelLoopBodyWrapper(const cv::ParallelLoopBody& _body, const cv::Range& _r, double _nstripes)
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ParallelLoopBodyWrapper(const cv::ParallelLoopBody& _body, const cv::Range& _r, double _nstripes) :
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is_rng_used(false)
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{
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body = &_body;
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@ -181,13 +182,23 @@ namespace
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pThreadRoot = cv::instr::getInstrumentTLSStruct().pCurrentNode;
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#endif
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}
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#ifdef ENABLE_INSTRUMENTATION
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~ParallelLoopBodyWrapper()
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{
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#ifdef ENABLE_INSTRUMENTATION
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for(size_t i = 0; i < pThreadRoot->m_childs.size(); i++)
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SyncNodes(pThreadRoot->m_childs[i]);
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}
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#endif
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if (is_rng_used)
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{
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// Some parallel backends execute nested jobs in the main thread,
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// so we need to restore initial RNG state here.
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cv::theRNG() = rng;
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// We can't properly update RNG state based on RNG usage in worker threads,
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// so lets just change main thread RNG state to the next value.
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// Note: this behaviour is not equal to single-threaded mode.
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cv::theRNG().next();
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}
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}
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void operator()(const cv::Range& sr) const
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{
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#ifdef ENABLE_INSTRUMENTATION
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@ -207,6 +218,9 @@ namespace
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r.end = sr.end >= nstripes ? wholeRange.end : (int)(wholeRange.start +
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((uint64)sr.end*(wholeRange.end - wholeRange.start) + nstripes/2)/nstripes);
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(*body)(r);
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if (!is_rng_used && !(cv::theRNG() == rng))
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is_rng_used = true;
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}
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cv::Range stripeRange() const { return cv::Range(0, nstripes); }
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@ -215,6 +229,7 @@ namespace
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cv::Range wholeRange;
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int nstripes;
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cv::RNG rng;
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mutable bool is_rng_used;
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#ifdef ENABLE_INSTRUMENTATION
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cv::instr::InstrNode *pThreadRoot;
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#endif
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