ajout de la parallelisation:

multithreading des algos
parallelisation des foreach

Apps/Tuto/CMakeLists.txt

@@ -4,6 +4,8 @@ project(Tutos)
 
 #SET (COMMON_LIBS ${GLUT_LIBRARY} ${OPENGL_LIBRARY} ${GLEW_LIBRARY} ${DEVIL_LIBRARIES} ${ZLIB_LIBRARIES} ${LIBXML2_LIBRARIES} gzstream AntTweakBar openctm)
 
+
+#SET (CMAKE_BUILD_TYPE Debug)
 SET(CMAKE_BUILD_TYPE Release)
 
 SET(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -DNOTOPOWARNING")
@@ -49,3 +51,8 @@ target_link_libraries( tuto_subdivision
 add_executable( tp_master tp_master.cpp)
 target_link_libraries( tp_master
 	container topology utils algo  ${COMMON_LIBS} )
+
+add_executable( tuto_mt tuto_mt.cpp)
+target_link_libraries( tuto_mt
+#	containerD topologyD utilsD algoD  ${COMMON_LIBS} boost_thread)
+	container topology utils algo ${COMMON_LIBS} boost_thread)

include/Algo/Geometry/area.h

@@ -41,7 +41,7 @@ template <typename PFP>
 typename PFP::REAL convexFaceArea(typename PFP::MAP& map, Dart d, const typename PFP::TVEC3& position);
 
 template <typename PFP>
-typename PFP::REAL totalArea(typename PFP::MAP& map, const typename PFP::TVEC3& position, const FunctorSelect& select = SelectorTrue()) ;
+typename PFP::REAL totalArea(typename PFP::MAP& map, const typename PFP::TVEC3& position, const FunctorSelect& select = SelectorTrue(), unsigned int th=0) ;
 
 template <typename PFP>
 void computeAreaFaces(typename PFP::MAP& map, const typename PFP::TVEC3& position, typename PFP::TREAL& face_area, const FunctorSelect& select = SelectorTrue()) ;

include/Algo/Geometry/area.hpp

@@ -68,10 +68,10 @@ typename PFP::REAL convexFaceArea(typename PFP::MAP& map, Dart d, const typename
 }
 
 template <typename PFP>
-typename PFP::REAL totalArea(typename PFP::MAP& map, const typename PFP::TVEC3& position, const FunctorSelect& select)
+typename PFP::REAL totalArea(typename PFP::MAP& map, const typename PFP::TVEC3& position, const FunctorSelect& select, unsigned int th)
 {
 	float area = 0.0f ;
-	DartMarker mark(map) ;
+	DartMarker mark(map,th) ;
 	for(Dart d = map.begin(); d != map.end(); map.next(d))
 	{
 		if(select(d) && !mark.isMarked(d))

include/Algo/Geometry/inclusion.h

@@ -46,7 +46,7 @@ namespace Geometry
  * @param true if the faces of the volume must be in CCW order (default=true)
  */
 template <typename PFP>
-bool isConvex(typename PFP::MAP& map, Dart d, const typename PFP::TVEC3& positions, bool CCW);
+bool isConvex(typename PFP::MAP& map, Dart d, const typename PFP::TVEC3& positions, bool CCW, unsigned int thread=0);
 
 /**
  * test if a point is inside a volume

include/Algo/Geometry/inclusion.hpp

@@ -39,12 +39,12 @@ namespace Geometry
 {
 
 template <typename PFP>
-bool isConvex(typename PFP::MAP& map, Dart d, const typename PFP::TVEC3& positions, bool CCW)
+bool isConvex(typename PFP::MAP& map, Dart d, const typename PFP::TVEC3& positions, bool CCW, unsigned int thread)
 {
 	//get all the dart of the volume
 	std::vector<Dart> vStore;
 	FunctorStore fs(vStore);
-	map.foreach_dart_of_volume(d, fs);
+	map.foreach_dart_of_volume(d, fs,thread);
 
 	bool convex = true;
 

include/Algo/Geometry/normal.h

@@ -46,10 +46,18 @@ template <typename PFP>
 typename PFP::VEC3 vertexNormal(typename PFP::MAP& map, Dart d, const typename PFP::TVEC3& position);
 
 template <typename PFP>
-void computeNormalFaces(typename PFP::MAP& map, const typename PFP::TVEC3& position, typename PFP::TVEC3& face_normal, const FunctorSelect& select = SelectorTrue()) ;
+void computeNormalFaces(typename PFP::MAP& map, const typename PFP::TVEC3& position, typename PFP::TVEC3& face_normal, const FunctorSelect& select = SelectorTrue(), unsigned int thread=0) ;
 
+/**
+ * compute normals of  vertices
+ * @param map the map on which we work
+ * @param position the position of vertices attribute handler
+ * @param normal the normal handler in which the result will be stored
+ * @param the selector
+ * @ param th the thread number
+ */
 template <typename PFP>
-void computeNormalVertices(typename PFP::MAP& map, const typename PFP::TVEC3& position, typename PFP::TVEC3& normal, const FunctorSelect& select = SelectorTrue()) ;
+void computeNormalVertices(typename PFP::MAP& map, const typename PFP::TVEC3& position, typename PFP::TVEC3& normal, const FunctorSelect& select = SelectorTrue(), unsigned int thread=0) ;
 
 } // namespace Geometry
 

include/Algo/Geometry/normal.hpp

@@ -95,9 +95,9 @@ typename PFP::VEC3 vertexNormal(typename PFP::MAP& map, Dart d, const typename P
 }
 
 template <typename PFP>
-void computeNormalFaces(typename PFP::MAP& map, const typename PFP::TVEC3& position, typename PFP::TVEC3& face_normal, const FunctorSelect& select)
+void computeNormalFaces(typename PFP::MAP& map, const typename PFP::TVEC3& position, typename PFP::TVEC3& face_normal, const FunctorSelect& select, unsigned int thread)
 {
-	CellMarker marker(map, FACE_CELL);
+	CellMarker marker(map, FACE_CELL,thread);
 	for(Dart d = map.begin(); d != map.end(); map.next(d))
 	{
 		if(select(d) && !marker.isMarked(d))
@@ -109,9 +109,9 @@ void computeNormalFaces(typename PFP::MAP& map, const typename PFP::TVEC3& posit
 }
 
 template <typename PFP>
-void computeNormalVertices(typename PFP::MAP& map, const typename PFP::TVEC3& position, typename PFP::TVEC3& normal, const FunctorSelect& select)
+void computeNormalVertices(typename PFP::MAP& map, const typename PFP::TVEC3& position, typename PFP::TVEC3& normal, const FunctorSelect& select, unsigned int thread)
 {
-	CellMarker marker(map, VERTEX_CELL);
+	CellMarker marker(map, VERTEX_CELL,thread);
 	for(Dart d = map.begin(); d != map.end(); map.next(d))
 	{
 		if(select(d) && !marker.isMarked(d))

include/Algo/Parallel/parallel_foreach.h

+/*******************************************************************************
+* CGoGN: Combinatorial and Geometric modeling with Generic N-dimensional Maps  *
+* version 0.1                                                                  *
+* Copyright (C) 2009, IGG Team, LSIIT, University of Strasbourg                *
+*                                                                              *
+* This library is free software; you can redistribute it and/or modify it      *
+* under the terms of the GNU Lesser General Public License as published by the *
+* Free Software Foundation; either version 2.1 of the License, or (at your     *
+* option) any later version.                                                   *
+*                                                                              *
+* This library is distributed in the hope that it will be useful, but WITHOUT  *
+* ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or        *
+* FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License  *
+* for more details.                                                            *
+*                                                                              *
+* You should have received a copy of the GNU Lesser General Public License     *
+* along with this library; if not, write to the Free Software Foundation,      *
+* Inc., 51 Franklin Street, Fifth Floor, Boston, MA  02110-1301 USA.           *
+*                                                                              *
+* Web site: https://iggservis.u-strasbg.fr/CGoGN/                              *
+* Contact information: cgogn@unistra.fr                                        *
+*                                                                              *
+*******************************************************************************/
+
+
+#include "Topology/generic/functor.h"
+
+#ifndef __PARALLEL_FOREACH__
+#define __PARALLEL_FOREACH__
+
+namespace CGoGN
+{
+
+namespace Algo
+{
+
+namespace Parallel
+{
+
+
+/**
+ * Traverse orbits of a map in parallel. Use topological marker
+ * Functor application must be independant
+ * @param map the map
+ * @param orbit the orbit (VERTEX_ORBIT/EDGE_ORBIT/FACE_ORBIT/..
+ * @param func the functor to apply
+ * @param nbth number of thread to use ((use twice as threads of processor)
+ * @param szbuff size of buffers to store darts in each thread (default is 8192, use less for lower memory consumsion)
+ * @param good a selector
+ */
+template <typename PFP>
+void foreach_orbit(typename PFP::MAP& map,  unsigned int orbit, FunctorType& func,  unsigned int nbth, unsigned int szbuff=8192, const FunctorSelect& good= SelectorTrue());
+
+
+/**
+ * Traverse cells of a map in parallel. Use embedding marker
+ * Functor application must be independant
+ * @param map the map
+ * @param orbit the cell (VERTEX_CELL/EDGE_CELL/FACE_CELL/..
+ * @param func the functor to apply
+ * @param nbth number of thread to use (use twice as threads of processor)
+ * @param szbuff size of buffers to store darts in each thread (default is 8192, use less for lower memory consumsion)
+ * @param good a selector
+ */
+template <typename PFP>
+void foreach_cell(typename PFP::MAP& map, unsigned int cell, FunctorType& func,  unsigned int nbth, unsigned int szbuff=8192, const FunctorSelect& good= SelectorTrue());
+
+
+}
+}	// end namespace
+}
+
+
+#include "Algo/Parallel/parallel_foreach.hpp"
+
+
+#endif
+

include/Algo/Parallel/parallel_foreach.hpp

+/*******************************************************************************
+* CGoGN: Combinatorial and Geometric modeling with Generic N-dimensional Maps  *
+* version 0.1                                                                  *
+* Copyright (C) 2009, IGG Team, LSIIT, University of Strasbourg                *
+*                                                                              *
+* This library is free software; you can redistribute it and/or modify it      *
+* under the terms of the GNU Lesser General Public License as published by the *
+* Free Software Foundation; either version 2.1 of the License, or (at your     *
+* option) any later version.                                                   *
+*                                                                              *
+* This library is distributed in the hope that it will be useful, but WITHOUT  *
+* ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or        *
+* FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License  *
+* for more details.                                                            *
+*                                                                              *
+* You should have received a copy of the GNU Lesser General Public License     *
+* along with this library; if not, write to the Free Software Foundation,      *
+* Inc., 51 Franklin Street, Fifth Floor, Boston, MA  02110-1301 USA.           *
+*                                                                              *
+* Web site: https://iggservis.u-strasbg.fr/CGoGN/                              *
+* Contact information: cgogn@unistra.fr                                        *
+*                                                                              *
+*******************************************************************************/
+#include <boost/thread.hpp>
+#include <boost/thread/barrier.hpp>
+
+
+namespace CGoGN
+{
+
+namespace Algo
+{
+
+namespace Parallel
+{
+
+
+
+
+class ThreadFunctor
+{
+protected:
+	FunctorType& m_functor;
+	const std::vector<Dart>& m_darts;
+	boost::barrier& m_sync1;
+	boost::barrier& m_sync2;
+	bool& m_finished;
+public:
+	ThreadFunctor(FunctorType& func, const std::vector<Dart>& vd, boost::barrier& s1, boost::barrier& s2, bool& finished):
+		m_functor(func), m_darts(vd), m_sync1(s1), m_sync2(s2), m_finished(finished) {}
+
+	void operator()()
+	{
+		while (!m_finished)
+		{
+			for (std::vector<Dart>::const_iterator it = m_darts.begin(); it != m_darts.end(); ++it)
+				m_functor(*it);
+			m_sync1.wait();
+			m_sync2.wait();
+		}
+	}
+};
+
+/**
+ * Traverse orbits of a map in parallel. Use topological marker
+ * Functor application must be independant
+ * @param map the map
+ * @param orbit the orbit (VERTEX_ORBIT/EDGE_ORBIT/FACE_ORBIT/..
+ * @param func the functor to apply
+ * @param nbth number of thread to use ((use twice as threads of processor)
+ * @param szbuff size of buffers to store darts in each thread (default is 8192, use less for lower memory consumsion)
+ * @param good a selector
+ */
+template <typename PFP>
+void foreach_orbit(typename PFP::MAP& map,  unsigned int orbit, FunctorType& func,  unsigned int nbth, unsigned int szbuff, const FunctorSelect& good)
+{
+	std::vector<Dart> vd[nbth];
+	boost::thread* threads[nbth];
+
+	DartMarker dm(map);
+	Dart d=map.begin();
+
+	// nbth new functions, new thread (with good darts !)
+	for (unsigned int i=0; i<nbth; ++i)
+		vd[i].reserve(szbuff);
+
+	// fill each vd buffers with 4096 darts
+	unsigned int nb =0;
+	while (( d != map.end()) && (nb < nbth*szbuff) )
+	{
+		if (good(d) && (!dm.isMarked(d)))
+		{
+			dm.markOrbit(orbit,d);
+			vd[nb%nbth].push_back(d);
+			nb++;
+		}
+		map.next(d);
+	}
+
+	boost::barrier sync1(nbth+1);
+	boost::barrier sync2(nbth+1);
+	bool finished=false;
+	// lauch threads
+	for (unsigned int i=0; i<nbth; ++i)
+		threads[i] = new boost::thread(ThreadFunctor(func, vd[i],sync1,sync2, finished));
+
+	// and continue to traverse the map
+	std::vector<Dart> tempo[nbth];
+	for (unsigned int i=0; i<nbth; ++i)
+		tempo[i].reserve(szbuff);
+
+	while ( d != map.end())
+	{
+		for (unsigned int i=0; i<nbth; ++i)
+			tempo[i].clear();
+
+		unsigned int nb =0;
+		while (( d != map.end()) && (nb < nbth*szbuff) )
+		{
+			if (good(d) && (!dm.isMarked(d)))
+			{
+				dm.markOrbit(orbit,d);
+				tempo[nb%nbth].push_back(d);
+				nb++;
+			}
+			map.next(d);
+		}
+
+		sync1.wait();
+		for (unsigned int i=0; i<nbth; ++i)
+			vd[i].swap(tempo[i]);
+		sync2.wait();
+	}
+
+	sync1.wait();
+	finished = true;
+	sync2.wait();
+
+	//wait for all theads to be finished
+	for (unsigned int i=0; i< nbth; ++i)
+	{
+		threads[i]->join();
+		delete threads[i];
+	}
+}
+
+/**
+ * Traverse cells of a map in parallel. Use embedding marker
+ * Functor application must be independant
+ * @param map the map
+ * @param orbit the cell (VERTEX_CELL/EDGE_CELL/FACE_CELL/..
+ * @param func the functor to apply
+ * @param nbth number of thread to use (use twice as threads of processor)
+ * @param szbuff size of buffers to store darts in each thread (default is 8192, use less for lower memory consumsion)
+ * @param good a selector
+ */
+template <typename PFP>
+void foreach_cell(typename PFP::MAP& map, unsigned int cell, FunctorType& func,  unsigned int nbth, unsigned int szbuff, const FunctorSelect& good)
+{
+	std::vector<Dart> vd[nbth];
+	boost::thread* threads[nbth];
+
+	CellMarker cm(map,cell);
+	Dart d=map.begin();
+
+	// nbth new functions, new thread (with good darts !)
+	for (unsigned int i=0; i<nbth; ++i)
+		vd[i].reserve(szbuff);
+
+	// fill each vd buffers with 4096 darts
+	unsigned int nb =0;
+	while (( d != map.end()) && (nb < nbth*szbuff) )
+	{
+		if (good(d) && (!cm.isMarked(d)))
+		{
+			cm.mark(d);
+			vd[nb%nbth].push_back(d);
+			nb++;
+		}
+		map.next(d);
+	}
+
+	boost::barrier sync1(nbth+1);
+	boost::barrier sync2(nbth+1);
+	bool finished=false;
+	// lauch threads
+	for (unsigned int i=0; i<nbth; ++i)
+		threads[i] = new boost::thread(ThreadFunctor(func, vd[i],sync1,sync2, finished));
+
+	// and continue to traverse the map
+	std::vector<Dart> tempo[nbth];
+	for (unsigned int i=0; i<nbth; ++i)
+		tempo[i].reserve(szbuff);
+
+	while ( d != map.end())
+	{
+		for (unsigned int i=0; i<nbth; ++i)
+			tempo[i].clear();
+
+		unsigned int nb =0;
+		while (( d != map.end()) && (nb < nbth*szbuff) )
+		{
+			if (good(d) && (!cm.isMarked(d)))
+			{
+				cm.mark(d);
+				tempo[nb%nbth].push_back(d);
+				nb++;
+			}
+			map.next(d);
+		}
+
+		sync1.wait();
+		for (unsigned int i=0; i<nbth; ++i)
+			vd[i].swap(tempo[i]);
+		sync2.wait();
+	}
+
+	sync1.wait();
+	finished = true;
+	sync2.wait();
+
+	//wait for all theads to be finished
+	for (unsigned int i=0; i< nbth; ++i)
+	{
+		threads[i]->join();
+		delete threads[i];
+	}
+}
+
+
+}
+}	// end namespace
+}
+
+
+

include/Algo/Render/vbo_MapRender.h

@@ -161,31 +161,31 @@ public:
 	 * @param tableIndices the table where indices are stored
 	 */
 	template <typename PFP>
-	void initTriangles(typename PFP::MAP& map, const FunctorSelect& good,std::vector<GLuint>& tableIndices) ;
+	void initTriangles(typename PFP::MAP& map, const FunctorSelect& good,std::vector<GLuint>& tableIndices, unsigned int thread=0) ;
 	template <typename PFP>
-	void initTrianglesOptimized(typename PFP::MAP& map, const FunctorSelect& good,std::vector<GLuint>& tableIndices) ;
+	void initTrianglesOptimized(typename PFP::MAP& map, const FunctorSelect& good,std::vector<GLuint>& tableIndices, unsigned int thread=0) ;
 
 	/**
 	 * creation of indices table of lines (optimized order)
 	 * @param tableIndices the table where indices are stored
 	 */
 	template <typename PFP>
-	void initLines(typename PFP::MAP& map, const FunctorSelect& good,std::vector<GLuint>& tableIndices) ;
+	void initLines(typename PFP::MAP& map, const FunctorSelect& good,std::vector<GLuint>& tableIndices, unsigned int thread=0) ;
 	template <typename PFP>
-	void initLinesOptimized(typename PFP::MAP& map, const FunctorSelect& good,std::vector<GLuint>& tableIndices) ;
+	void initLinesOptimized(typename PFP::MAP& map, const FunctorSelect& good,std::vector<GLuint>& tableIndices, unsigned int thread=0) ;
 
 	/**
 	 * creation of indices table of points
 	 * @param tableIndices the table where indices are stored
 	 */
 	template <typename PFP>
-	void initPoints(typename PFP::MAP& map, const FunctorSelect& good,std::vector<GLuint>& tableIndices) ;
+	void initPoints(typename PFP::MAP& map, const FunctorSelect& good,std::vector<GLuint>& tableIndices, unsigned int thread=0) ;
 
 	/**
 	 * creation of VBO for flat faces rendering
 	 */
 	template <typename PFP>
-	void initFlatTriangles(typename PFP::MAP& map, const FunctorSelect& good);
+	void initFlatTriangles(typename PFP::MAP& map, const FunctorSelect& good, unsigned int thread=0);
 
 	/**
 	 * initialization of the VBO indices primitives
@@ -193,7 +193,7 @@ public:
 	 * @param prim primitive to draw: VBO_TRIANGLES, VBO_LINES
 	 */
 	template <typename PFP>
-	void initPrimitives(typename PFP::MAP& map, const FunctorSelect& good, int prim, bool optimized = true) ;
+	void initPrimitives(typename PFP::MAP& map, const FunctorSelect& good, int prim, bool optimized = true, unsigned int thread=0) ;
 
 	/**
 	 * initialization of the VBO indices primitives

include/Algo/Render/vbo_MapRender.hpp

@@ -141,9 +141,9 @@ inline void MapRender_VBO::addTri(typename PFP::MAP& map, Dart d, std::vector<GL
 }
 
 template<typename PFP>
-void MapRender_VBO::initTriangles(typename PFP::MAP& map, const FunctorSelect& good, std::vector<GLuint>& tableIndices)
+void MapRender_VBO::initTriangles(typename PFP::MAP& map, const FunctorSelect& good, std::vector<GLuint>& tableIndices, unsigned int thread)
 {
-	DartMarker m(map);
+	DartMarker m(map,thread);
 	tableIndices.reserve(4*map.getNbDarts()/3);
 
 	for(Dart dd = map.begin(); dd != map.end(); map.next(dd))
@@ -157,10 +157,10 @@ void MapRender_VBO::initTriangles(typename PFP::MAP& map, const FunctorSelect& g
 }
 
 template<typename PFP>
-void MapRender_VBO::initTrianglesOptimized(typename PFP::MAP& map, const FunctorSelect& good, std::vector<GLuint>& tableIndices)
+void MapRender_VBO::initTrianglesOptimized(typename PFP::MAP& map, const FunctorSelect& good, std::vector<GLuint>& tableIndices, unsigned int thread)
 {
 #define LIST_SIZE 20
-	DartMarker m(map);
+	DartMarker m(map,thread);
 	// reserve memory for triangles ( nb indices == nb darts )
 	// and a little bit more
 	// if lots of polygonal faces, realloc is done by vector 
@@ -213,9 +213,9 @@ void MapRender_VBO::initTrianglesOptimized(typename PFP::MAP& map, const Functor
 }
 
 template<typename PFP>
-void MapRender_VBO::initLines(typename PFP::MAP& map, const FunctorSelect& good, std::vector<GLuint>& tableIndices)
+void MapRender_VBO::initLines(typename PFP::MAP& map, const FunctorSelect& good, std::vector<GLuint>& tableIndices, unsigned int thread)
 {
-	DartMarker m(map);
+	DartMarker m(map,thread);
 	tableIndices.reserve(map.getNbDarts());
 
 	for(Dart d = map.begin(); d != map.end(); map.next(d))
@@ -230,10 +230,12 @@ void MapRender_VBO::initLines(typename PFP::MAP& map, const FunctorSelect& good,
 }
 
 template<typename PFP>
-void MapRender_VBO::initLinesOptimized(typename PFP::MAP& map, const FunctorSelect& good, std::vector<GLuint>& tableIndices)
+void MapRender_VBO::initLinesOptimized(typename PFP::MAP& map, const FunctorSelect& good, std::vector<GLuint>& tableIndices, unsigned int thread)
 {
 #define LIST_SIZE 20
-	DartMarker m(map);
+
+	DartMarker m(map,thread);
+
 	// reserve memory for edges indices ( nb indices == nb darts)
 	tableIndices.reserve(map.getNbDarts());
 
@@ -278,9 +280,9 @@ void MapRender_VBO::initLinesOptimized(typename PFP::MAP& map, const FunctorSele
 }
 
 template<typename PFP>
-void MapRender_VBO::initPoints(typename PFP::MAP& map, const FunctorSelect& good, std::vector<GLuint>& tableIndices)
+void MapRender_VBO::initPoints(typename PFP::MAP& map, const FunctorSelect& good, std::vector<GLuint>& tableIndices, unsigned int thread)
 {
-	CellMarker m(map, VERTEX_ORBIT) ;
+	CellMarker m(map, VERTEX_ORBIT,thread) ;
 	tableIndices.reserve(map.getNbDarts()/5);
 
 	for(Dart d = map.begin(); d != map.end(); map.next(d))
@@ -294,7 +296,7 @@ void MapRender_VBO::initPoints(typename PFP::MAP& map, const FunctorSelect& good
 }
 
 template<typename PFP>
-void MapRender_VBO::initPrimitives(typename PFP::MAP& map, const FunctorSelect& good, int prim, bool optimized)
+void MapRender_VBO::initPrimitives(typename PFP::MAP& map, const FunctorSelect& good, int prim, bool optimized, unsigned int thread)
 {
 	std::vector<GLuint> tableIndices;
 
@@ -303,27 +305,27 @@ void MapRender_VBO::initPrimitives(typename PFP::MAP& map, const FunctorSelect&
 	switch(prim)
 	{
 		case FLAT_TRIANGLES:
-			initFlatTriangles<PFP>(map,good);
+			initFlatTriangles<PFP>(map,good,thread);
 			break;
 
 		case TRIANGLES:
 			if(optimized)
-				initTrianglesOptimized<PFP>(map,good,tableIndices);
+				initTrianglesOptimized<PFP>(map,good,tableIndices,thread);
 			else
-				initTriangles<PFP>(map,good,tableIndices) ;
+				initTriangles<PFP>(map,good,tableIndices,thread) ;
 			m_nbIndicesTri = tableIndices.size();
 			vbo_ind = m_VBOBuffers[TRIANGLE_INDICES];
 			break;
 		case LINES:
 			if(optimized)
-				initLinesOptimized<PFP>(map,good,tableIndices);
+				initLinesOptimized<PFP>(map,good,tableIndices,thread);
 			else
-				initLines<PFP>(map,good,tableIndices) ;
+				initLines<PFP>(map,good,tableIndices,thread) ;
 			m_nbIndicesLines = tableIndices.size();
 			vbo_ind = m_VBOBuffers[LINE_INDICES];
 			break;
 		case POINTS:
-			initPoints<PFP>(map,good,tableIndices);
+			initPoints<PFP>(map,good,tableIndices,thread);
 			m_nbIndicesPoints = tableIndices.size();
 			vbo_ind = m_VBOBuffers[POINT_INDICES];
 			break;
@@ -342,7 +344,7 @@ void MapRender_VBO::initPrimitives(typename PFP::MAP& map, const FunctorSelect&
 
 
 template<typename