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Nous avons procédé ce jeudi matin 08 avril 2021 à une MAJ de sécurité urgente. Nous sommes passé de la version 13.9.3 à la version 13.9.5 les releases notes correspondantes sont ici:
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Commit 5d5b6d5d authored by COULAUD Olivier's avatar COULAUD Olivier
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Mmove Utils/noDist in Obsolete

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Utils/noDist/ChebyshevInterpolationCmpAlgo.cpp deleted 100644 → 0
View file @ ae20c7f1
// ===================================================================================
// Copyright ScalFmm 2016 INRIA, Olivier Coulaud, Bérenger Bramas,
// Matthias Messner olivier.coulaud@inria.fr, berenger.bramas@inria.fr
// This software is a computer program whose purpose is to compute the
// FMM.
//
// This software is governed by the CeCILL-C and LGPL licenses and
// abiding by the rules of distribution of free software.
// An extension to the license is given to allow static linking of scalfmm
// inside a proprietary application (no matter its license).
// See the main license file for more details.
//
// This program 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 General Public and CeCILL-C Licenses for more details.
// "http://www.cecill.info".
// "http://www.gnu.org/licenses".
// ===================================================================================
// ==== CMAKE =====
// @FUSE_BLAS
// ================
#include <iostream>
#include <cstdio>
#include <cstdlib>
#include <string>
#include "ScalFmmConfig.h"
#include "Files/FFmaGenericLoader.hpp"
#include "Kernels/Chebyshev/FChebCell.hpp"
#include "Kernels/Interpolation/FInterpMatrixKernel.hpp"
#include "Kernels/Chebyshev/FChebSymKernel.hpp"
#include "Components/FSimpleLeaf.hpp"
#include "Kernels/P2P/FP2PParticleContainerIndexed.hpp"
#include "Utils/FParameters.hpp"
#include "Containers/FOctree.hpp"
#ifdef _OPENMP
#include "Core/FFmmAlgorithmThread.hpp"
#include "Core/FFmmAlgorithmTask.hpp"
#include "Core/FFmmAlgorithmSectionTask.hpp"
#include "Core/FFmmAlgorithmThreadBalance.hpp"
#else
#include "Core/FFmmAlgorithm.hpp"
#endif
#include "Utils/FParameterNames.hpp"
/**
* This program runs the FMM Algorithm with the Chebyshev kernel and compares the results with a direct computation.
*/
/// \file ChebyshevInterpolationCmpAlgo.cpp
//!
//! \brief This program runs the FMM Algorithm with the interpolation kernel based on Chebyshev interpolation (1/r kernel)
//! \authors O. Coulaud
//!
//! This code is a short example to use the Chebyshev Interpolation approach for the 1/r kernel
//
int main(int argc, char* argv[])
{
const FParameterNames LocalOptionAlgo= { {"-algo"} , " Algorithm to run (basic, balanced, task, sectiontask)\n"};
const FParameterNames LocalOptionCmp = {
{"-cmp"} , "Use to check the result with the exact solution given in the input file\n" };
FHelpDescribeAndExit(argc, argv,
"Driver for Chebyshev interpolation kernel (1/r kernel).",
FParameterDefinitions::InputFile, FParameterDefinitions::OctreeHeight,
FParameterDefinitions::OctreeSubHeight, FParameterDefinitions::InputFile,
FParameterDefinitions::OctreeSubHeight, FParameterDefinitions::OutputFile,
FParameterDefinitions::NbThreads,
LocalOptionAlgo,LocalOptionCmp);
/////////////////////////////////////////////////////////////////////////////////////
// Set parameters
/////////////////////////////////////////////////////////////////////////////////////
const std::string defaultFile(SCALFMMDataPath+"Data/unitCubeXYZQ100.bfma" );
const std::string filename = FParameters::getStr(argc,argv,FParameterDefinitions::InputFile.options, defaultFile.c_str());
const unsigned int TreeHeight = FParameters::getValue(argc, argv, FParameterDefinitions::OctreeHeight.options, 5);
const unsigned int SubTreeHeight = FParameters::getValue(argc, argv, FParameterDefinitions::OctreeSubHeight.options, 2);
const unsigned int NbThreads = FParameters::getValue(argc, argv, FParameterDefinitions::NbThreads.options, 1);
#ifdef _OPENMP
omp_set_num_threads(NbThreads);
std::cout << "\n>> Using " << omp_get_max_threads() << " threads.\n" << std::endl;
#else
std::cout << "\n>> Sequential version.\n" << std::endl;
#endif
//
std::cout << "Parameters "<< std::endl
<< " Octree Depth "<< TreeHeight <<std::endl
<< " SubOctree depth " << SubTreeHeight <<std::endl
<< " Input file name: " <<filename <<std::endl
<< " Thread number: " << NbThreads <<std::endl
<<std::endl;
//
// init timer
FTic time;
/////////////////////////////////////////////////////////////////////
////////////////////////////////////////////////////////////////////
typedef double FReal;
//
////////////////////////////////////////////////////////////////////
// begin Chebyshev kernel
// accuracy
const unsigned int ORDER = 7;
// typedefs
typedef FP2PParticleContainerIndexed<FReal> ContainerClass;
typedef FSimpleLeaf<FReal, ContainerClass > LeafClass;
typedef FChebCell<FReal,ORDER> CellClass;
typedef FOctree<FReal,CellClass,ContainerClass,LeafClass> OctreeClass;
//
typedef FInterpMatrixKernelR<FReal> MatrixKernelClass;
const MatrixKernelClass MatrixKernel;
typedef FChebSymKernel<FReal, CellClass,ContainerClass,MatrixKernelClass,ORDER> KernelClass;
//
// Different algorithms
#ifdef _OPENMP
typedef FFmmAlgorithmThread<OctreeClass,CellClass,ContainerClass,KernelClass,LeafClass> ForFmmClass;
typedef FFmmAlgorithmTask<OctreeClass,CellClass,ContainerClass,KernelClass,LeafClass> TaskFmmClass;
typedef FFmmAlgorithmSectionTask<OctreeClass,CellClass,ContainerClass,KernelClass,LeafClass> SectionTaskFmmClass;
typedef FFmmAlgorithmThreadBalance<OctreeClass,CellClass,ContainerClass,KernelClass,LeafClass> ForBalFmmClass;
#else
typedef FFmmAlgorithm<OctreeClass,CellClass,ContainerClass,KernelClass,LeafClass> FmmClass;
#endif
/////////////////////////////////////////////////////////////////////
// open particle file
////////////////////////////////////////////////////////////////////
FFmaGenericLoader<FReal> loader(filename);
if (loader.getNbRecordPerline() !=8 ){
std::cerr << "File should contain 8 data to read (x,y,z,q,p,fx,fy,fz)\n";
std::exit(EXIT_FAILURE);
}
FSize nbParticles = loader.getNumberOfParticles() ;
FmaRWParticle<FReal,8,8> * const particles = new FmaRWParticle<FReal, 8,8>[nbParticles];
//
std::cout << "Creating & Inserting " << nbParticles << " particles ..." << std::endl;
std::cout << "\tHeight : " << TreeHeight << " \t sub-height : " << SubTreeHeight << std::endl;
time.tic();
//
// open particle file
////////////////////////////////////////////////////////////////////
//
loader.fillParticle(particles,nbParticles);
time.tac();
//
// init oct-tree
OctreeClass tree(TreeHeight, SubTreeHeight, loader.getBoxWidth(), loader.getCenterOfBox());
//
FReal energyD = 0.0 ;
/////////////////////////////////////////////////////////////////////////////////////////////////
// Compute direct energy
/////////////////////////////////////////////////////////////////////////////////////////////////
for(int idx = 0 ; idx < nbParticles ; ++idx){
tree.insert(particles[idx].getPosition() , idx, particles[idx].getPhysicalValue() );
energyD += particles[idx].getPotential()*particles[idx].getPhysicalValue() ;
}
std::cout << "Done " << "(@Creating and Inserting Particles = " << time.elapsed() << " s) ." << std::endl;
// -----------------------------------------------------
{ // -----------------------------------------------------
std::cout << "\nChebyshev FMM (ORDER="<< ORDER << ") ... " << std::endl;
time.tic();
//
KernelClass kernels(TreeHeight, loader.getBoxWidth(), loader.getCenterOfBox(),&MatrixKernel);
//
// false : dynamic schedule.
int inUserChunckSize = 10; // To specify the chunck size in the loops (-1 is static, 0 is N/p^2, otherwise i)
std::string algoStr = FParameters::getStr(argc,argv,"-algo", "basic");
ForFmmClass algo1(&tree, &kernels, inUserChunckSize);
ForBalFmmClass algo4(&tree, &kernels);
TaskFmmClass algo2(&tree, &kernels );
SectionTaskFmmClass algo3(&tree, &kernels );
FAbstractAlgorithm* algo = nullptr;
FAlgorithmTimers *timer = nullptr;
if( "basic" == algoStr) {
algo = &algo1 ;
timer = &algo1;
} else if( "balanced" == algoStr) {
algo = &algo4 ;
timer = &algo4;
} else if( "task" == algoStr) {
algo = &algo2 ;
timer = &algo2;
} else if ( "sectiontask" == algoStr ) {
algo = &algo3 ;
timer = &algo3;
} else {
std::cout << "Unknown algorithm: " << algoStr << std::endl;
return 1;
}
std::cout << "Algorithm to check: "<< algoStr <<std::endl;
time.tic();
// ---------------------------------------------
// algo->execute(FFmmNearField); // Here the call of the FMM algorithm
// algo->execute(FFmmFarField); // Here the call of the FMM algorithm
algo->execute(); // Here the call of the FMM algorithm
// ---------------------------------------------
time.tac();
std::cout << "Timers Far Field \n"
<< "P2M " << timer->getTime(FAlgorithmTimers::P2MTimer) << " seconds\n"
<< "M2M " << timer->getTime(FAlgorithmTimers::M2MTimer) << " seconds\n"
<< "M2L " << timer->getTime(FAlgorithmTimers::M2LTimer) << " seconds\n"
<< "L2L " << timer->getTime(FAlgorithmTimers::L2LTimer) << " seconds\n"
<< "P2P and L2P " << timer->getTime(FAlgorithmTimers::NearTimer) << " seconds\n"
<< std::endl;
std::cout << "Done " << "(@Algorithm = " << time.elapsed() << " s) ." << std::endl;
}
// -----------------------------------------------------
//
// Some output
//
//
// -----------------------------------------------------
FReal energy =0.0 ;
//
// Loop over all leaves
//
if(FParameters::existParameter(argc, argv, "-cmp") ){
std::cout <<std::endl<<" &&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&& "<<std::endl;
std::cout << std::scientific;
std::cout.precision(10) ;
printf("Compute Diff...");
FMath::FAccurater<FReal> potentialDiff;
FMath::FAccurater<FReal> fx, fy, fz, f;
{ // Check that each particle has been summed with all other
tree.forEachLeaf([&](LeafClass* leaf){
const FReal*const potentials = leaf->getTargets()->getPotentials();
const FReal*const forcesX = leaf->getTargets()->getForcesX();
const FReal*const forcesY = leaf->getTargets()->getForcesY();
const FReal*const forcesZ = leaf->getTargets()->getForcesZ();
const FSize nbParticlesInLeaf = leaf->getTargets()->getNbParticles();
const FReal*const physicalValues = leaf->getTargets()->getPhysicalValues();
const FVector<FSize>& indexes = leaf->getTargets()->getIndexes();
for(FSize idxPart = 0 ; idxPart < nbParticlesInLeaf ; ++idxPart){
const FSize indexPartOrig = indexes[idxPart];
potentialDiff.add(particles[indexPartOrig].getPotential(),potentials[idxPart]);
fx.add(particles[indexPartOrig].getForces()[0],forcesX[idxPart]);
fy.add(particles[indexPartOrig].getForces()[1],forcesY[idxPart]);
fz.add(particles[indexPartOrig].getForces()[2],forcesZ[idxPart]);
f.add(particles[indexPartOrig].getForces()[0],forcesX[idxPart]);
f.add(particles[indexPartOrig].getForces()[1],forcesY[idxPart]);
f.add(particles[indexPartOrig].getForces()[2],forcesZ[idxPart]);
energy += potentials[idxPart]*physicalValues[idxPart];
}
});
std::cout << energy << " " << energyD << std::endl;
delete[] particles;
f.setNbElements(nbParticles);
std::cout << "FChebSymKernel Energy " << FMath::Abs(energy-energyD) << " Relative "<< FMath::Abs(energy-energyD) / FMath::Abs(energyD) <<std::endl;
std::cout << "FChebSymKernel Potential " << potentialDiff << std::endl;
std::cout << "FChebSymKernel Fx " << fx << std::endl;
std::cout << "FChebSymKernel Fy " << fy << std::endl;
std::cout << "FChebSymKernel Fz " << fz << std::endl;
std::cout << "FChebSymKernel F " << f << std::endl;
std::cout <<std::endl<<"Energy: "<< energy<<std::endl;
std::cout <<std::endl<<" &&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&& "<<std::endl<<std::endl;
}
// -----------------------------------------------------
}
if(FParameters::existParameter(argc, argv, FParameterDefinitions::OutputFile.options)){
std::string name(FParameters::getStr(argc,argv,FParameterDefinitions::OutputFile.options, "output.fma"));
FFmaGenericWriter<FReal> writer(name) ;
//
FSize NbPoints = loader.getNumberOfParticles();
FReal * particlesW ;
particlesW = new FReal[8*NbPoints] ;
memset(particlesW,0,8*NbPoints*sizeof(FReal));
FSize j = 0 ;
tree.forEachLeaf([&](LeafClass* leaf){
//
// Input
const FReal*const posX = leaf->getTargets()->getPositions()[0];
const FReal*const posY = leaf->getTargets()->getPositions()[1];
const FReal*const posZ = leaf->getTargets()->getPositions()[2];
const FReal*const physicalValues = leaf->getTargets()->getPhysicalValues();
const FVector<FSize>& indexes = leaf->getTargets()->getIndexes();
//
// Computed data
const FReal*const potentials = leaf->getTargets()->getPotentials();
const FReal*const forcesX = leaf->getTargets()->getForcesX();
const FReal*const forcesY = leaf->getTargets()->getForcesY();
const FReal*const forcesZ = leaf->getTargets()->getForcesZ();
//
const FSize nbParticlesInLeaf = leaf->getTargets()->getNbParticles();
for(FSize idxPart = 0 ; idxPart < nbParticlesInLeaf ; ++idxPart){
j = 8*indexes[idxPart];
particlesW[j] = posX[idxPart] ;
particlesW[j+1] = posY[idxPart] ;
particlesW[j+2] = posZ[idxPart] ;
particlesW[j+3] = physicalValues[idxPart] ;
particlesW[j+4] = potentials[idxPart] ;
particlesW[j+5] = forcesX[idxPart] ;
particlesW[j+6] = forcesY[idxPart] ;
particlesW[j+7] = forcesZ[idxPart] ;
}
});
writer.writeHeader( loader.getCenterOfBox(), loader.getBoxWidth() , NbPoints, sizeof(FReal), 8) ;
writer.writeArrayOfReal(particlesW, 8 , NbPoints);
delete[] particles;
//
std::string name1( "output.fma");
//
FFmaGenericWriter<FReal> writer1(name1) ;
writer1.writeDistributionOfParticlesFromOctree(&tree,NbPoints) ;
}
return 0;
}
Utils/noDist/FmmAlgorithmTsm.cpp deleted 100644 → 0
View file @ ae20c7f1
// ===================================================================================
// Copyright ScalFmm 2016 INRIA, Olivier Coulaud, Bérenger Bramas,
// Matthias Messner olivier.coulaud@inria.fr, berenger.bramas@inria.fr
// This software is a computer program whose purpose is to compute the
// FMM.
//
// This software is governed by the CeCILL-C and LGPL licenses and
// abiding by the rules of distribution of free software.
// An extension to the license is given to allow static linking of scalfmm
// inside a proprietary application (no matter its license).
// See the main license file for more details.
//
// This program 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 General Public and CeCILL-C Licenses for more details.
// "http://www.cecill.info".
// "http://www.gnu.org/licenses".
// ===================================================================================
//
//
// Utils/Release/FmmAlgorithmTsm -N 2 -h 4
// plot "output.txt" using ($1):(log10($3)) w l,"output.txt" using ($1):(log10($4)) w l,"output.txt" using ($1):(log10($5)) w l,"output.txt" using ($1):(log10($6)) w l
// ==== CMAKE =====
// @FUSE_BLAS
// ================
// Keep in private GIT
// @SCALFMM_PRIVATE
#include <iostream>
#include <fstream>
#include <sstream>
#include <cstdio>
#include <cstdlib>
#include "Containers/FOctree.hpp"
#include "Containers/FVector.hpp"
#include "Utils/FMath.hpp"
#include "Utils/FParameters.hpp"
#include "Utils/FPoint.hpp"
#include "Utils/FParameterNames.hpp"
#include "Utils/FTic.hpp"
#include "Utils/FTemplate.hpp"
#include "Components/FTypedLeaf.hpp"
#include "Extensions/FExtendCellType.hpp"
#include "Core/FFmmAlgorithmTsm.hpp"
#include "Core/FFmmAlgorithmThreadTsm.hpp"
#include "Kernels/Chebyshev/FChebCell.hpp"
#include "Kernels/Interpolation/FInterpMatrixKernel.hpp"
#include "Kernels/Chebyshev/FChebSymKernel.hpp"
#include "Kernels/P2P/FP2PParticleContainerIndexed.hpp"
#include "Files/FRandomLoader.hpp"
template <class FReal>
struct sourcePart {
FPoint<FReal> position;
double physicalValue ;
};
/** This program show an example of use of
* the fmm basic algo
* it also check that each particles is impacted each other particles
*/
template <class FReal, int ORDER>
class FTestCellTsm: public FChebCell<FReal, ORDER> , public FExtendCellType{
};
// Simply create particles and try the kernels
struct TempMainStruct{
template <const unsigned int ORDER>
static int Run(int argc, char ** argv){
// int main(int argc, char ** argv){
const FParameterNames LocalOptionPoints = {
{"-MT"} ,
"Number of target points to build."
};
FHelpDescribeAndExit(argc, argv,
"Test FMM TSM (target source model) algorithm by counting the nb of interactions each particle receive.",
FParameterDefinitions::OctreeHeight, FParameterDefinitions::OctreeSubHeight,
FParameterDefinitions::NbParticles,LocalOptionPoints);
// const int ORDER=4 ;
typedef double FReal;
typedef FP2PParticleContainerIndexed<FReal> ContainerClassTyped;
typedef FTestCellTsm<FReal, ORDER> CellClassTyped;
typedef FTypedLeaf<FReal, ContainerClassTyped > LeafClassTyped;
typedef FOctree<FReal, CellClassTyped, ContainerClassTyped , LeafClassTyped > OctreeClassTyped;
// typedef FTestKernels< CellClassTyped, ContainerClassTyped > KernelClassTyped;
typedef FInterpMatrixKernelR<FReal> MatrixKernelClass;
const MatrixKernelClass MatrixKernel;
typedef FChebSymKernel<FReal, CellClassTyped,ContainerClassTyped,MatrixKernelClass,ORDER> KernelClassTyped;
typedef FFmmAlgorithmThreadTsm<OctreeClassTyped, CellClassTyped, ContainerClassTyped, KernelClassTyped, LeafClassTyped > FmmClassTyped;
///////////////////////What we do/////////////////////////////
std::cout << ">> This executable has to be used to test the FMM algorithm.\n";
//////////////////////////////////////////////////////////////
const int TreeHeight = FParameters::getValue(argc,argv,FParameterDefinitions::OctreeHeight.options, 5);
const int SubTreeHeight = FParameters::getValue(argc,argv,FParameterDefinitions::OctreeSubHeight.options, 3);
const FSize NbPart = FParameters::getValue(argc,argv,FParameterDefinitions::NbParticles.options, FSize(20));
const std::string filename = FParameters::getStr(argc,argv,FParameterDefinitions::OutputFile.options, "output");
const int nbTargets = FParameters::getValue(argc,argv,LocalOptionPoints.options, 100);
FTic counter;
//////////////////////////////////////////////////////////////////////////////////
//////////////////////////////////////////////////////////////////////////////////
//
std::cout << "Parameters "<< std::endl
<< " Octree Depth " << TreeHeight <<std::endl
<< " SubOctree depth " << SubTreeHeight <<std::endl
<<std::endl;
//
//
//
double boxSize = 1.0 ;
FPoint<FReal> CentreBox(0.5*boxSize,0.5*boxSize,0.5*boxSize) ;
double cellSize = 1.0/FMath::pow2(TreeHeight);
std::cout << " Cell size: "<< cellSize << " " << 1.0/FMath::pow2(TreeHeight-1)<< std::endl;
const int dimGrid = (1 << (TreeHeight-1));
const FReal dimLeaf = (boxSize/FReal(dimGrid));
const FReal quarterDimLeaf = (dimLeaf/4.0);
std::cout << "dimLeaf: "<< dimLeaf << " quarterDimLeaf: "<< quarterDimLeaf << " nbGrid "<< dimGrid<< std::endl;
//////////////////////////////////////////////////////////////////////////////////
//
// Sources are inside the cell number 1
//
FPoint<FReal> CentreBoxSource(0.5*dimLeaf,0.5*dimLeaf,0.5*dimLeaf) ;
FRandomLoaderTsm<FReal> loader(NbPart, dimLeaf, CentreBoxSource, 1);
OctreeClassTyped tree(TreeHeight, SubTreeHeight,boxSize,CentreBox);
//
//////////////////////////////////////////////////////////////////////////////////
//////////////////////////////////////////////////////////////////////////////////
std::cout << "Creating " << NbPart << " particles ..." << std::endl;
counter.tic();
FPoint<FReal> particlePosition;
double physicalValue = 1.0;
FSize nbSRC = loader.getNumberOfParticles();
sourcePart<FReal> *tabSrc = new sourcePart<FReal>[nbSRC ];
{
// Insert sources
FParticleType particleType, source = FParticleType::FParticleTypeSource;
for(FSize idxPart = 0 ; idxPart < nbSRC ; ++idxPart){
loader.fillParticle(&particlePosition, &particleType);
// std::cout << idxPart << " " << particlePosition << " type " << particleType
// << " physicalValue: " << physicalValue<< std::endl;
tree.insert(particlePosition, source, idxPart, physicalValue);
tabSrc[idxPart].position = particlePosition ;
tabSrc[idxPart].physicalValue = physicalValue ;
physicalValue =-physicalValue;
}
}
{
//
// Insert target
//
physicalValue = 1.0;
double dx = boxSize/(nbTargets-1) ;
//
std::cout << " TARGETS " <<std::endl;
FPoint<FReal> particlePosition2(-dx,dimLeaf+quarterDimLeaf,quarterDimLeaf);
// int nbTargets = 256;
for(FSize idxPart = 0 ; idxPart < nbTargets; ++idxPart){
particlePosition2.incX(dx);
std::cout << idxPart << " " <<particlePosition2.getX()/dimLeaf<< " " << particlePosition2 << " type " << static_cast<int>(FParticleType::FParticleTypeTarget)
<< " " <<physicalValue<<std::endl;
tree.insert(particlePosition2, FParticleType::FParticleTypeTarget,idxPart,physicalValue );
}
}
counter.tac();
std::cout << "Done " << "(@Creating and Inserting Particles = " << counter.elapsed() << "s)." << std::endl;
//////////////////////////////////////////////////////////////////////////////////
//////////////////////////////////////////////////////////////////////////////////
std::cout << "Working on particles ..." << std::endl;
counter.tic();
//// KernelClassTyped kernels;
KernelClassTyped kernels(TreeHeight, boxSize,CentreBox,&MatrixKernel);
//
FmmClassTyped algo(&tree,&kernels);
algo.execute();
counter.tac();
std::cout << "Done " << "(@Algorithm = " << counter.elapsed() << "s)." << std::endl;
std::stringstream ss ; ss <<filename<< "-"<<ORDER <<".txt" ;
std::ofstream out( ss.str(), std::ofstream::out);
std::ofstream outMax("outputMax.txt",std::fstream::out | std::fstream::app);
//////////////////////////////////////////////////////////////////////////////////
//////////////////////////////////////////////////////////////////////////////////
double errorMax =0.0, errorNorm2 =0.0 , d2=0.0;
tree.forEachLeaf([&](LeafClassTyped* leaf){
const FReal*const posX = leaf->getTargets()->getPositions()[0];
const FReal*const posY = leaf->getTargets()->getPositions()[1];
const FReal*const posZ = leaf->getTargets()->getPositions()[2];
//
const FReal*const potentials = leaf->getTargets()->getPotentials();
const FReal*const forcesX = leaf->getTargets()->getForcesX();
const FReal*const forcesY = leaf->getTargets()->getForcesY();
const FReal*const forcesZ = leaf->getTargets()->getForcesZ();
const FSize nbParticlesInLeaf = leaf->getTargets()->getNbParticles();
//
for(FSize idxPart = 0 ; idxPart < nbParticlesInLeaf ; ++idxPart){
double pot = 0.0 , xx,yy,zz;
FPoint<FReal> FF{} ;
for(int idxSrc = 0 ; idxSrc < nbSRC ; ++idxSrc){
xx = posX[idxPart]-tabSrc[idxSrc].position.getX();
yy = posY[idxPart]-tabSrc[idxSrc].position.getY();
zz = posZ[idxPart]-tabSrc[idxSrc].position.getZ();
FPoint<FReal> dx(xx,yy,zz) ;
double dd = 1.0/dx.norm() ;
double coeff = tabSrc[idxSrc].physicalValue*dd;
pot += coeff;
dx *= coeff*dd*dd ;
FF -= dx;
}
d2 += pot*pot;
double d = FMath::Abs(potentials[idxPart] - pot);
errorMax = FMath::Max(errorMax, d);
errorNorm2 += d*d ;
out << posX[idxPart] << " " << potentials[idxPart] << " " << d
<< " " << FMath::Abs(forcesX[idxPart] - FF.getX())
<< " " << FMath::Abs(forcesY[idxPart] - FF.getY())
<< " " << FMath::Abs(forcesZ[idxPart] - FF.getZ())<<std::endl;
}
});
outMax << ORDER << " " << errorMax << " " << FMath::Sqrt(errorNorm2/d2) << std::endl;