mirror of
https://github.com/paboyle/Grid.git
synced 2024-11-10 07:55:35 +00:00
True Hierachical multigrid for DWF
This commit is contained in:
Peter Boyle
parent
2b5de5bba5
commit
852fc1b001
@ -1,3 +1,5 @@
|
||||
|
||||
|
||||
/*************************************************************************************
|
||||
|
||||
Grid physics library, www.github.com/paboyle/Grid
|
||||
@ -29,357 +31,174 @@ Author: paboyle <paboyle@ph.ed.ac.uk>
|
||||
/* END LEGAL */
|
||||
#include <Grid/Grid.h>
|
||||
#include <Grid/algorithms/iterative/PrecGeneralisedConjugateResidual.h>
|
||||
//#include <algorithms/iterative/PrecConjugateResidual.h>
|
||||
|
||||
using namespace std;
|
||||
using namespace Grid;
|
||||
/* Params
|
||||
* Grid:
|
||||
* block1(4)
|
||||
* block2(4)
|
||||
*
|
||||
* Subspace
|
||||
* * Fine : Subspace(nbasis,hi,lo,order,first,step) -- 32, 60,0.02,500,100,100
|
||||
* * Coarse: Subspace(nbasis,hi,lo,order,first,step) -- 32, 18,0.02,500,100,100
|
||||
|
||||
class myclass: Serializable {
|
||||
public:
|
||||
|
||||
GRID_SERIALIZABLE_CLASS_MEMBERS(myclass,
|
||||
int, domaindecompose,
|
||||
int, domainsize,
|
||||
int, order,
|
||||
int, Ls,
|
||||
double, mq,
|
||||
double, lo,
|
||||
double, hi,
|
||||
int, steps);
|
||||
|
||||
myclass(){};
|
||||
|
||||
};
|
||||
* Smoother:
|
||||
* * Fine: Cheby(hi, lo, order) -- 60,0.5,10
|
||||
* * Coarse: Cheby(hi, lo, order) -- 12,0.1,4
|
||||
|
||||
* Lanczos:
|
||||
* CoarseCoarse IRL( Nk, Nm, Nstop, poly(lo,hi,order)) 24,36,24,0.002,4.0,61
|
||||
*/
|
||||
RealD InverseApproximation(RealD x){
|
||||
return 1.0/x;
|
||||
}
|
||||
|
||||
template<class Fobj,class CComplex,int nbasis, class Matrix, class Guesser>
|
||||
template<class Field,class Matrix> class ChebyshevSmoother : public LinearFunction<Field>
|
||||
{
|
||||
public:
|
||||
typedef LinearOperatorBase<Field> FineOperator;
|
||||
Matrix & _SmootherMatrix;
|
||||
FineOperator & _SmootherOperator;
|
||||
|
||||
Chebyshev<Field> Cheby;
|
||||
|
||||
ChebyshevSmoother(RealD _lo,RealD _hi,int _ord, FineOperator &SmootherOperator,Matrix &SmootherMatrix) :
|
||||
_SmootherOperator(SmootherOperator),
|
||||
_SmootherMatrix(SmootherMatrix),
|
||||
Cheby(_lo,_hi,_ord,InverseApproximation)
|
||||
{};
|
||||
|
||||
void operator() (const Field &in, Field &out)
|
||||
{
|
||||
Field tmp(in.Grid());
|
||||
MdagMLinearOperator<Matrix,Field> MdagMOp(_SmootherMatrix);
|
||||
_SmootherOperator.AdjOp(in,tmp);
|
||||
Cheby(MdagMOp,tmp,out);
|
||||
}
|
||||
};
|
||||
template<class Field,class Matrix> class MirsSmoother : public LinearFunction<Field>
|
||||
{
|
||||
public:
|
||||
typedef LinearOperatorBase<Field> FineOperator;
|
||||
Matrix & SmootherMatrix;
|
||||
FineOperator & SmootherOperator;
|
||||
RealD tol;
|
||||
RealD shift;
|
||||
int maxit;
|
||||
|
||||
MirsSmoother(RealD _shift,RealD _tol,int _maxit,FineOperator &_SmootherOperator,Matrix &_SmootherMatrix) :
|
||||
shift(_shift),tol(_tol),maxit(_maxit),
|
||||
SmootherOperator(_SmootherOperator),
|
||||
SmootherMatrix(_SmootherMatrix)
|
||||
{};
|
||||
|
||||
void operator() (const Field &in, Field &out)
|
||||
{
|
||||
ZeroGuesser<Field> Guess;
|
||||
ConjugateGradient<Field> CG(tol,maxit,false);
|
||||
|
||||
Field src(in.Grid());
|
||||
|
||||
ShiftedMdagMLinearOperator<SparseMatrixBase<Field>,Field> MdagMOp(SmootherMatrix,shift);
|
||||
SmootherOperator.AdjOp(in,src);
|
||||
Guess(src,out);
|
||||
CG(MdagMOp,src,out);
|
||||
}
|
||||
};
|
||||
|
||||
template<class Fobj,class CComplex,int nbasis, class Matrix, class Guesser, class CoarseSolver>
|
||||
class MultiGridPreconditioner : public LinearFunction< Lattice<Fobj> > {
|
||||
public:
|
||||
|
||||
typedef Aggregation<Fobj,CComplex,nbasis> Aggregates;
|
||||
typedef CoarsenedMatrix<Fobj,CComplex,nbasis> CoarseOperator;
|
||||
|
||||
typedef typename Aggregation<Fobj,CComplex,nbasis>::siteVector siteVector;
|
||||
typedef typename Aggregation<Fobj,CComplex,nbasis>::CoarseScalar CoarseScalar;
|
||||
typedef typename Aggregation<Fobj,CComplex,nbasis>::CoarseVector CoarseVector;
|
||||
typedef typename Aggregation<Fobj,CComplex,nbasis>::CoarseMatrix CoarseMatrix;
|
||||
typedef typename Aggregation<Fobj,CComplex,nbasis>::FineField FineField;
|
||||
typedef LinearOperatorBase<FineField> FineOperator;
|
||||
typedef LinearFunction <FineField> FineSmoother;
|
||||
|
||||
Aggregates & _Aggregates;
|
||||
CoarseOperator & _CoarseOperator;
|
||||
Matrix & _FineMatrix;
|
||||
FineOperator & _FineOperator;
|
||||
Matrix & _SmootherMatrix;
|
||||
FineOperator & _SmootherOperator;
|
||||
Guesser & _Guess;
|
||||
FineSmoother & _Smoother;
|
||||
CoarseSolver & _CoarseSolve;
|
||||
|
||||
double cheby_hi;
|
||||
double cheby_lo;
|
||||
int cheby_ord;
|
||||
int level; void Level(int lv) {level = lv; };
|
||||
|
||||
myclass _params;
|
||||
#define GridLogLevel std::cout << GridLogMessage <<std::string(level,'\t')<< " Level "<<level <<" "
|
||||
|
||||
// Constructor
|
||||
MultiGridPreconditioner(Aggregates &Agg, CoarseOperator &Coarse,
|
||||
FineOperator &Fine,Matrix &FineMatrix,
|
||||
FineOperator &Smooth,Matrix &SmootherMatrix,
|
||||
FineSmoother &Smoother,
|
||||
Guesser &Guess_,
|
||||
myclass params_)
|
||||
CoarseSolver &CoarseSolve_)
|
||||
: _Aggregates(Agg),
|
||||
_CoarseOperator(Coarse),
|
||||
_FineOperator(Fine),
|
||||
_FineMatrix(FineMatrix),
|
||||
_SmootherOperator(Smooth),
|
||||
_SmootherMatrix(SmootherMatrix),
|
||||
_Smoother(Smoother),
|
||||
_Guess(Guess_),
|
||||
_params(params_)
|
||||
_CoarseSolve(CoarseSolve_),
|
||||
level(1) { }
|
||||
|
||||
virtual void operator()(const FineField &in, FineField & out)
|
||||
{
|
||||
}
|
||||
|
||||
void PowerMethod(const FineField &in) {
|
||||
|
||||
FineField p1(in.Grid());
|
||||
FineField p2(in.Grid());
|
||||
|
||||
MdagMLinearOperator<Matrix,FineField> fMdagMOp(_FineMatrix);
|
||||
|
||||
p1=in;
|
||||
for(int i=0;i<50;i++){
|
||||
RealD absp1=std::sqrt(norm2(p1));
|
||||
fMdagMOp.HermOp(p1,p2);// this is the G5 herm bit
|
||||
// _FineOperator.Op(p1,p2);// this is the G5 herm bit
|
||||
RealD absp2=std::sqrt(norm2(p2));
|
||||
if(i%10==9)
|
||||
std::cout<<GridLogMessage << "Power method on mdagm "<<i<<" " << absp2/absp1<<std::endl;
|
||||
p1=p2*(1.0/std::sqrt(absp2));
|
||||
}
|
||||
}
|
||||
|
||||
void operator()(const FineField &in, FineField & out ) {
|
||||
operatorCheby(in,out);
|
||||
//operatorADEF2(in,out);
|
||||
}
|
||||
|
||||
////////////////////////////////////////////////////////////////////////
|
||||
// ADEF2: [PTM+Q] in = [1 - Q A] M in + Q in = Min + Q [ in -A Min]
|
||||
// ADEF1: [MP+Q ] in =M [1 - A Q] in + Q in
|
||||
////////////////////////////////////////////////////////////////////////
|
||||
#if 1
|
||||
void operatorADEF2(const FineField &in, FineField & out) {
|
||||
|
||||
CoarseVector Csrc(_CoarseOperator.Grid());
|
||||
CoarseVector Ctmp(_CoarseOperator.Grid());
|
||||
CoarseVector Csol(_CoarseOperator.Grid());
|
||||
|
||||
ConjugateGradient<CoarseVector> CG(1.0e-3,100,false);
|
||||
ConjugateGradient<FineField> fCG(1.0e-3,10,false);
|
||||
|
||||
HermitianLinearOperator<CoarseOperator,CoarseVector> HermOp(_CoarseOperator);
|
||||
MdagMLinearOperator<CoarseOperator,CoarseVector> MdagMOp(_CoarseOperator);
|
||||
MdagMLinearOperator<Matrix,FineField> fMdagMOp(_FineMatrix);
|
||||
|
||||
FineField tmp(in.Grid());
|
||||
FineField res(in.Grid());
|
||||
FineField Min(in.Grid());
|
||||
|
||||
// Monitor completeness of low mode space
|
||||
_Aggregates.ProjectToSubspace (Csrc,in);
|
||||
_Aggregates.PromoteFromSubspace(Csrc,out);
|
||||
std::cout<<GridLogMessage<<"Coarse Grid Preconditioner\nCompleteness in: "<<std::sqrt(norm2(out)/norm2(in))<<std::endl;
|
||||
|
||||
// [PTM+Q] in = [1 - Q A] M in + Q in = Min + Q [ in -A Min]
|
||||
_FineOperator.Op(in,tmp);// this is the G5 herm bit
|
||||
fCG(fMdagMOp,tmp,Min); // solves MdagM = g5 M g5M
|
||||
|
||||
// Monitor completeness of low mode space
|
||||
_Aggregates.ProjectToSubspace (Csrc,Min);
|
||||
_Aggregates.PromoteFromSubspace(Csrc,out);
|
||||
std::cout<<GridLogMessage<<"Completeness Min: "<<std::sqrt(norm2(out)/norm2(Min))<<std::endl;
|
||||
|
||||
_FineOperator.Op(Min,tmp);
|
||||
tmp = in - tmp; // in - A Min
|
||||
|
||||
_Aggregates.ProjectToSubspace (Csrc,tmp);
|
||||
HermOp.AdjOp(Csrc,Ctmp);// Normal equations
|
||||
_Guess(Ctmp,Csol);
|
||||
CG(MdagMOp,Ctmp,Csol);
|
||||
|
||||
HermOp.Op(Csol,Ctmp);
|
||||
Ctmp=Ctmp-Csrc;
|
||||
std::cout<<GridLogMessage<<"coarse space true residual "<<std::sqrt(norm2(Ctmp)/norm2(Csrc))<<std::endl;
|
||||
_Aggregates.PromoteFromSubspace(Csol,out);
|
||||
|
||||
_FineOperator.Op(out,res);
|
||||
res=res-tmp;
|
||||
std::cout<<GridLogMessage<<"promoted sol residual "<<std::sqrt(norm2(res)/norm2(tmp))<<std::endl;
|
||||
_Aggregates.ProjectToSubspace (Csrc,res);
|
||||
std::cout<<GridLogMessage<<"coarse space proj of residual "<<norm2(Csrc)<<std::endl;
|
||||
|
||||
|
||||
out = out+Min; // additive coarse space correction
|
||||
// out = Min; // no additive coarse space correction
|
||||
|
||||
_FineOperator.Op(out,tmp);
|
||||
tmp=tmp-in; // tmp is new residual
|
||||
|
||||
std::cout<<GridLogMessage<< " Preconditioner in " << norm2(in)<<std::endl;
|
||||
std::cout<<GridLogMessage<< " Preconditioner out " << norm2(out)<<std::endl;
|
||||
std::cout<<GridLogMessage<<"preconditioner thinks residual is "<<std::sqrt(norm2(tmp)/norm2(in))<<std::endl;
|
||||
|
||||
}
|
||||
#endif
|
||||
// ADEF1: [MP+Q ] in =M [1 - A Q] in + Q in
|
||||
#if 1
|
||||
void operatorADEF1(const FineField &in, FineField & out) {
|
||||
|
||||
CoarseVector Csrc(_CoarseOperator.Grid());
|
||||
CoarseVector Ctmp(_CoarseOperator.Grid());
|
||||
CoarseVector Csol(_CoarseOperator.Grid()); Csol=Zero();
|
||||
|
||||
ConjugateGradient<CoarseVector> CG(1.0e-10,100000);
|
||||
ConjugateGradient<FineField> fCG(1.0e-3,1000);
|
||||
|
||||
HermitianLinearOperator<CoarseOperator,CoarseVector> HermOp(_CoarseOperator);
|
||||
MdagMLinearOperator<CoarseOperator,CoarseVector> MdagMOp(_CoarseOperator);
|
||||
ShiftedMdagMLinearOperator<Matrix,FineField> fMdagMOp(_FineMatrix,0.1);
|
||||
|
||||
FineField tmp(in.Grid());
|
||||
FineField res(in.Grid());
|
||||
FineField Qin(in.Grid());
|
||||
|
||||
// Monitor completeness of low mode space
|
||||
// _Aggregates.ProjectToSubspace (Csrc,in);
|
||||
// _Aggregates.PromoteFromSubspace(Csrc,out);
|
||||
// std::cout<<GridLogMessage<<"Coarse Grid Preconditioner\nCompleteness in: "<<std::sqrt(norm2(out)/norm2(in))<<std::endl;
|
||||
|
||||
_Aggregates.ProjectToSubspace (Csrc,in);
|
||||
HermOp.AdjOp(Csrc,Ctmp);// Normal equations
|
||||
CG(MdagMOp,Ctmp,Csol);
|
||||
_Aggregates.PromoteFromSubspace(Csol,Qin);
|
||||
|
||||
// Qin=0;
|
||||
_FineOperator.Op(Qin,tmp);// A Q in
|
||||
tmp = in - tmp; // in - A Q in
|
||||
|
||||
_FineOperator.Op(tmp,res);// this is the G5 herm bit
|
||||
fCG(fMdagMOp,res,out); // solves MdagM = g5 M g5M
|
||||
|
||||
out = out + Qin;
|
||||
|
||||
_FineOperator.Op(out,tmp);
|
||||
tmp=tmp-in; // tmp is new residual
|
||||
|
||||
std::cout<<GridLogMessage<<"preconditioner thinks residual is "<<std::sqrt(norm2(tmp)/norm2(in))<<std::endl;
|
||||
|
||||
}
|
||||
#endif
|
||||
|
||||
void SmootherTest (const FineField & in){
|
||||
|
||||
FineField vec1(in.Grid());
|
||||
FineField vec2(in.Grid());
|
||||
RealD lo[3] = { 0.5, 1.0, 2.0};
|
||||
|
||||
// MdagMLinearOperator<Matrix,FineField> fMdagMOp(_FineMatrix);
|
||||
ShiftedMdagMLinearOperator<Matrix,FineField> fMdagMOp(_SmootherMatrix,0.0);
|
||||
|
||||
RealD Ni,r;
|
||||
|
||||
Ni = norm2(in);
|
||||
|
||||
for(int ilo=0;ilo<3;ilo++){
|
||||
for(int ord=5;ord<50;ord*=2){
|
||||
|
||||
std::cout << " lo "<<lo[ilo]<<" order "<<ord<<std::endl;
|
||||
|
||||
_SmootherOperator.AdjOp(in,vec1);
|
||||
|
||||
Chebyshev<FineField> Cheby (lo[ilo],70.0,ord,InverseApproximation);
|
||||
Cheby(fMdagMOp,vec1,vec2); // solves MdagM = g5 M g5M
|
||||
|
||||
_FineOperator.Op(vec2,vec1);// this is the G5 herm bit
|
||||
vec1 = in - vec1; // tmp = in - A Min
|
||||
r=norm2(vec1);
|
||||
std::cout<<GridLogMessage << "Smoother resid "<<std::sqrt(r/Ni)<<std::endl;
|
||||
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
void operatorCheby(const FineField &in, FineField & out) {
|
||||
|
||||
CoarseVector Csrc(_CoarseOperator.Grid());
|
||||
CoarseVector Ctmp(_CoarseOperator.Grid());
|
||||
CoarseVector Ctmp1(_CoarseOperator.Grid());
|
||||
CoarseVector Csol(_CoarseOperator.Grid());
|
||||
|
||||
ConjugateGradient<CoarseVector> CG(5.0e-2,100000);
|
||||
|
||||
HermitianLinearOperator<CoarseOperator,CoarseVector> HermOp(_CoarseOperator);
|
||||
MdagMLinearOperator<CoarseOperator,CoarseVector> MdagMOp(_CoarseOperator);
|
||||
// MdagMLinearOperator<Matrix,FineField> fMdagMOp(_FineMatrix);
|
||||
ShiftedMdagMLinearOperator<Matrix,FineField> fMdagMOp(_SmootherMatrix,0.0);
|
||||
|
||||
FineField vec1(in.Grid());
|
||||
FineField vec2(in.Grid());
|
||||
|
||||
Chebyshev<FineField> Cheby (_params.lo,_params.hi,_params.order,InverseApproximation);
|
||||
Chebyshev<FineField> ChebyAccu(_params.lo,_params.hi,_params.order,InverseApproximation);
|
||||
double t;
|
||||
// Fine Smoother
|
||||
t=-usecond();
|
||||
_Smoother(in,out);
|
||||
t+=usecond();
|
||||
GridLogLevel << "Smoother took "<< t/1000.0<< "ms" <<std::endl;
|
||||
|
||||
// _Aggregates.ProjectToSubspace (Csrc,in);
|
||||
// _Aggregates.PromoteFromSubspace(Csrc,out);
|
||||
// std::cout<<GridLogMessage<<"Completeness: "<<std::sqrt(norm2(out)/norm2(in))<<std::endl;
|
||||
// Update the residual
|
||||
_FineOperator.Op(out,vec1); sub(vec1, in ,vec1);
|
||||
|
||||
// ofstream fout("smoother");
|
||||
// Cheby.csv(fout);
|
||||
|
||||
// V11 multigrid.
|
||||
// Use a fixed chebyshev and hope hermiticity helps.
|
||||
|
||||
// To make a working smoother for indefinite operator
|
||||
// must multiply by "Mdag" (ouch loses all low mode content)
|
||||
// and apply to poly approx of (mdagm)^-1.
|
||||
// so that we end up with an odd polynomial.
|
||||
|
||||
RealD Ni = norm2(in);
|
||||
|
||||
std::cout<<GridLogMessage << "Smoother calling Cheby" <<std::endl;
|
||||
_SmootherOperator.AdjOp(in,vec1);// this is the G5 herm bit
|
||||
ChebyAccu(fMdagMOp,vec1,out); // solves MdagM = g5 M g5M
|
||||
std::cout<<GridLogMessage << "Smoother called Cheby" <<std::endl;
|
||||
|
||||
// Update with residual for out
|
||||
_FineOperator.Op(out,vec1);// this is the G5 herm bit
|
||||
vec1 = in - vec1; // tmp = in - A Min
|
||||
|
||||
RealD r = norm2(vec1);
|
||||
|
||||
std::cout<<GridLogMessage << "Smoother resid "<<std::sqrt(r/Ni)<< " " << r << " " << Ni <<std::endl;
|
||||
|
||||
std::cout<<GridLogMessage << "ProjectToSubspace" <<std::endl;
|
||||
// Fine to Coarse
|
||||
t=-usecond();
|
||||
_Aggregates.ProjectToSubspace (Csrc,vec1);
|
||||
std::cout<<GridLogMessage << "ProjectToSubspaceDone" <<std::endl;
|
||||
t+=usecond();
|
||||
GridLogLevel << "Project to coarse took "<< t/1000.0<< "ms" <<std::endl;
|
||||
|
||||
HermOp.AdjOp(Csrc,Ctmp1);// Normal equations
|
||||
// Coarse correction
|
||||
t=-usecond();
|
||||
_CoarseSolve(Csrc,Csol);
|
||||
t+=usecond();
|
||||
GridLogLevel << "Coarse solve took "<< t/1000.0<< "ms" <<std::endl;
|
||||
|
||||
_Guess(Ctmp1,Csol);
|
||||
CG(MdagMOp,Ctmp1,Csol);
|
||||
// Coarse to Fine
|
||||
t=-usecond();
|
||||
_Aggregates.PromoteFromSubspace(Csol,vec1);
|
||||
add(out,out,vec1);
|
||||
t+=usecond();
|
||||
GridLogLevel << "Promote to this level took "<< t/1000.0<< "ms" <<std::endl;
|
||||
|
||||
//////////////////////////////
|
||||
// Recompute true residual
|
||||
//////////////////////////////
|
||||
MdagMOp.HermOp(Csol,Ctmp);
|
||||
Ctmp = Ctmp1 - Ctmp; // r=Csrc - M^dagM sol // This is already computed inside CG
|
||||
HermOp.AdjOp(Ctmp,Ctmp1);// Normal equations
|
||||
_Guess(Ctmp1,Ctmp); // sol = sol' + MdagM^-1 (Csrc' - MdagM sol')
|
||||
Csol = Csol + Ctmp;
|
||||
// Residual
|
||||
_FineOperator.Op(out,vec1); sub(vec1 ,in , vec1);
|
||||
|
||||
std::cout<<GridLogMessage << "PromoteFromSubspace" <<std::endl;
|
||||
_Aggregates.PromoteFromSubspace(Csol,vec1); // Ass^{-1} [in - A Min]_s
|
||||
// Q = Q[in - A Min]
|
||||
std::cout<<GridLogMessage << "PromoteFromSubspaceDone" <<std::endl;
|
||||
out = out+vec1;
|
||||
|
||||
// Three preconditioner smoothing -- hermitian if C3 = C1
|
||||
// Recompute error
|
||||
_FineOperator.Op(out,vec1);// this is the G5 herm bit
|
||||
std::cout<<GridLogMessage << "FineOp" <<std::endl;
|
||||
vec1 = in - vec1; // tmp = in - A Min
|
||||
r=norm2(vec1);
|
||||
|
||||
std::cout<<GridLogMessage << "Coarse resid "<<std::sqrt(r/Ni)<<std::endl;
|
||||
|
||||
// Reapply smoother
|
||||
std::cout<<GridLogMessage << "Smoother calling Cheby" <<std::endl;
|
||||
_SmootherOperator.Op(vec1,vec2); // this is the G5 herm bit
|
||||
ChebyAccu(fMdagMOp,vec2,vec1); // solves MdagM = g5 M g5M
|
||||
std::cout<<GridLogMessage << "Smoother called Cheby" <<std::endl;
|
||||
|
||||
out =out+vec1;
|
||||
vec1 = in - vec1; // tmp = in - A Min
|
||||
r=norm2(vec1);
|
||||
std::cout<<GridLogMessage << "Smoother resid "<<std::sqrt(r/Ni)<<std::endl;
|
||||
// Fine Smoother
|
||||
t=-usecond();
|
||||
_Smoother(vec1,vec2);
|
||||
t+=usecond();
|
||||
GridLogLevel << "Smoother took "<< t/1000.0<< "ms" <<std::endl;
|
||||
|
||||
add( out,out,vec2);
|
||||
}
|
||||
|
||||
};
|
||||
|
||||
int main (int argc, char ** argv)
|
||||
{
|
||||
Grid_init(&argc,&argv);
|
||||
|
||||
myclass params;
|
||||
myclass cparams;
|
||||
|
||||
XmlReader RD("params.xml");
|
||||
read(RD,"params",params);
|
||||
std::cout<<"Params: Order "<<params.order<<"["<<params.lo<<","<<params.hi<<"]"<< " steps "<<params.steps<<std::endl;
|
||||
|
||||
const int Ls=params.Ls;
|
||||
const int Ls=16;
|
||||
|
||||
GridCartesian * UGrid = SpaceTimeGrid::makeFourDimGrid(GridDefaultLatt(), GridDefaultSimd(Nd,vComplex::Nsimd()),GridDefaultMpi());
|
||||
GridRedBlackCartesian * UrbGrid = SpaceTimeGrid::makeFourDimRedBlackGrid(UGrid);
|
||||
@ -391,15 +210,22 @@ int main (int argc, char ** argv)
|
||||
// Construct a coarsened grid; utility for this?
|
||||
///////////////////////////////////////////////////
|
||||
std::vector<int> block ({2,2,2,2});
|
||||
std::vector<int> blockc ({2,2,2,2});
|
||||
const int nbasis= 32;
|
||||
const int nbasisc= 32;
|
||||
auto clatt = GridDefaultLatt();
|
||||
for(int d=0;d<clatt.size();d++){
|
||||
clatt[d] = clatt[d]/block[d];
|
||||
}
|
||||
|
||||
auto cclatt = clatt;
|
||||
for(int d=0;d<clatt.size();d++){
|
||||
cclatt[d] = clatt[d]/blockc[d];
|
||||
}
|
||||
|
||||
GridCartesian *Coarse4d = SpaceTimeGrid::makeFourDimGrid(clatt, GridDefaultSimd(Nd,vComplex::Nsimd()),GridDefaultMpi());;
|
||||
GridCartesian *Coarse5d = SpaceTimeGrid::makeFiveDimGrid(1,Coarse4d);
|
||||
GridCartesian *CoarseCoarse4d = SpaceTimeGrid::makeFourDimGrid(cclatt, GridDefaultSimd(Nd,vComplex::Nsimd()),GridDefaultMpi());;
|
||||
GridCartesian *CoarseCoarse5d = SpaceTimeGrid::makeFiveDimGrid(1,CoarseCoarse4d);
|
||||
|
||||
std::vector<int> seeds4({1,2,3,4});
|
||||
std::vector<int> seeds5({5,6,7,8});
|
||||
@ -407,49 +233,20 @@ int main (int argc, char ** argv)
|
||||
GridParallelRNG RNG5(FGrid); RNG5.SeedFixedIntegers(seeds5);
|
||||
GridParallelRNG RNG4(UGrid); RNG4.SeedFixedIntegers(seeds4);
|
||||
GridParallelRNG CRNG(Coarse5d);CRNG.SeedFixedIntegers(cseeds);
|
||||
|
||||
Gamma g5(Gamma::Algebra::Gamma5);
|
||||
|
||||
LatticeFermion src(FGrid); gaussian(RNG5,src);// src=src+g5*src;
|
||||
LatticeFermion result(FGrid); result=Zero();
|
||||
LatticeFermion ref(FGrid); ref=Zero();
|
||||
LatticeFermion tmp(FGrid);
|
||||
LatticeFermion err(FGrid);
|
||||
LatticeFermion result(FGrid);
|
||||
LatticeGaugeField Umu(UGrid);
|
||||
LatticeGaugeField UmuDD(UGrid);
|
||||
LatticeColourMatrix U(UGrid);
|
||||
LatticeColourMatrix zz(UGrid);
|
||||
|
||||
FieldMetaData header;
|
||||
std::string file("./ckpoint_lat.4000");
|
||||
NerscIO::readConfiguration(Umu,header,file);
|
||||
|
||||
|
||||
if ( params.domaindecompose ) {
|
||||
Lattice<iScalar<vInteger> > coor(UGrid);
|
||||
zz=Zero();
|
||||
for(int mu=0;mu<Nd;mu++){
|
||||
LatticeCoordinate(coor,mu);
|
||||
U = PeekIndex<LorentzIndex>(Umu,mu);
|
||||
U = where(mod(coor,params.domainsize)==(Integer)0,zz,U);
|
||||
PokeIndex<LorentzIndex>(UmuDD,U,mu);
|
||||
}
|
||||
} else {
|
||||
UmuDD = Umu;
|
||||
}
|
||||
// SU3::ColdConfiguration(RNG4,Umu);
|
||||
// SU3::TepidConfiguration(RNG4,Umu);
|
||||
// SU3::HotConfiguration(RNG4,Umu);
|
||||
// Umu=Zero();
|
||||
|
||||
RealD mass=params.mq;
|
||||
RealD M5=1.8;
|
||||
|
||||
std::cout<<GridLogMessage << "**************************************************"<< std::endl;
|
||||
std::cout<<GridLogMessage << "Building g5R5 hermitian DWF operator" <<std::endl;
|
||||
std::cout<<GridLogMessage << "**************************************************"<< std::endl;
|
||||
RealD mass=0.001;
|
||||
RealD M5=1.8;
|
||||
DomainWallFermionR Ddwf(Umu,*FGrid,*FrbGrid,*UGrid,*UrbGrid,mass,M5);
|
||||
DomainWallFermionR DdwfDD(UmuDD,*FGrid,*FrbGrid,*UGrid,*UrbGrid,mass,M5);
|
||||
|
||||
typedef Aggregation<vSpinColourVector,vTComplex,nbasis> Subspace;
|
||||
typedef CoarsenedMatrix<vSpinColourVector,vTComplex,nbasis> CoarseOperator;
|
||||
@ -463,204 +260,140 @@ int main (int argc, char ** argv)
|
||||
Subspace Aggregates(Coarse5d,FGrid,0);
|
||||
|
||||
assert ( (nbasis & 0x1)==0);
|
||||
|
||||
{
|
||||
int nb=nbasis/2;
|
||||
std::cout<<GridLogMessage << " nbasis/2 = "<<nb<<std::endl;
|
||||
|
||||
Aggregates.CreateSubspaceChebyshev(RNG5,HermDefOp,nb,60.0,0.02,500,110);
|
||||
Aggregates.CreateSubspaceChebyshev(RNG5,HermDefOp,nb,60.0,0.02,500,100,100,0.0);
|
||||
for(int n=0;n<nb;n++){
|
||||
G5R5(Aggregates.subspace[n+nb],Aggregates.subspace[n]);
|
||||
}
|
||||
LatticeFermion A(FGrid);
|
||||
LatticeFermion B(FGrid);
|
||||
for(int n=0;n<nb;n++){
|
||||
A = Aggregates.subspace[n];
|
||||
B = Aggregates.subspace[n+nb];
|
||||
Aggregates.subspace[n] = A+B; // 1+G5 // eigen value of G5R5 is +1
|
||||
Aggregates.subspace[n+nb]= A-B; // 1-G5 // eigen value of G5R5 is -1
|
||||
}
|
||||
}
|
||||
|
||||
|
||||
std::cout<<GridLogMessage << "**************************************************"<< std::endl;
|
||||
std::cout<<GridLogMessage << "Building coarse representation of Indef operator" <<std::endl;
|
||||
std::cout<<GridLogMessage << "**************************************************"<< std::endl;
|
||||
Gamma5R5HermitianLinearOperator<DomainWallFermionR,LatticeFermion> HermIndefOp(Ddwf);
|
||||
Gamma5R5HermitianLinearOperator<DomainWallFermionR,LatticeFermion> HermIndefOpDD(DdwfDD);
|
||||
CoarsenedMatrix<vSpinColourVector,vTComplex,nbasis> LDOp(*Coarse5d,1); // Hermitian matrix
|
||||
LDOp.CoarsenOperator(FGrid,HermIndefOp,Aggregates);
|
||||
exit(0);
|
||||
typedef CoarsenedMatrix<vSpinColourVector,vTComplex,nbasis> Level1Op;
|
||||
typedef CoarsenedMatrix<siteVector,iScalar<vTComplex>,nbasisc> Level2Op;
|
||||
|
||||
Gamma5R5HermitianLinearOperator<DomainWallFermionR,LatticeFermion> HermIndefOp(Ddwf);
|
||||
|
||||
Level1Op LDOp(*Coarse5d,1); LDOp.CoarsenOperator(FGrid,HermIndefOp,Aggregates);
|
||||
|
||||
CoarseVector c_src (Coarse5d);
|
||||
CoarseVector c_res (Coarse5d);
|
||||
gaussian(CRNG,c_src);
|
||||
result=Zero();
|
||||
c_res=Zero();
|
||||
|
||||
//////////////////////////////////////////////////
|
||||
// Deflate the course space. Recursive multigrid?
|
||||
//////////////////////////////////////////////////
|
||||
|
||||
typedef CoarsenedMatrix<vSpinColourVector,vTComplex,nbasis> Level1Op;
|
||||
typedef CoarsenedMatrix<siteVector,iScalar<vTComplex>,nbasis> Level2Op;
|
||||
|
||||
auto cclatt = clatt;
|
||||
for(int d=0;d<clatt.size();d++){
|
||||
cclatt[d] = clatt[d]/block[d];
|
||||
}
|
||||
GridCartesian *CoarseCoarse4d = SpaceTimeGrid::makeFourDimGrid(cclatt, GridDefaultSimd(Nd,vComplex::Nsimd()),GridDefaultMpi());;
|
||||
GridCartesian *CoarseCoarse5d = SpaceTimeGrid::makeFiveDimGrid(1,CoarseCoarse4d);
|
||||
|
||||
typedef Aggregation<siteVector,iScalar<vTComplex>,nbasis> CoarseSubspace;
|
||||
typedef Aggregation<siteVector,iScalar<vTComplex>,nbasisc> CoarseSubspace;
|
||||
CoarseSubspace CoarseAggregates(CoarseCoarse5d,Coarse5d,0);
|
||||
|
||||
double c_first = 0.2;
|
||||
double c_div = 1.2;
|
||||
std::vector<double> c_lo(nbasis/2);
|
||||
c_lo[0] = c_first;
|
||||
for(int b=1;b<nbasis/2;b++) {
|
||||
c_lo[b] = c_lo[b-1]/c_div;
|
||||
}
|
||||
std::vector<int> c_ord(nbasis/2,200);
|
||||
c_ord[0]=500;
|
||||
|
||||
#define RECURSIVE_MULTIGRID
|
||||
#ifdef RECURSIVE_MULTIGRID
|
||||
std::cout<<GridLogMessage << "**************************************************"<< std::endl;
|
||||
std::cout<<GridLogMessage << "Build deflation space in coarse operator "<< std::endl;
|
||||
std::cout<<GridLogMessage << "**************************************************"<< std::endl;
|
||||
|
||||
MdagMLinearOperator<CoarseOperator,CoarseVector> PosdefLdop(LDOp);
|
||||
// CoarseAggregates.CreateSubspaceChebyshev(CRNG,PosdefLdop,nbasis,14.0,c_lo,c_ord);
|
||||
// CoarseAggregates.CreateSubspaceRandom(CRNG);
|
||||
{
|
||||
int nb=nbasisc/2;
|
||||
CoarseAggregates.CreateSubspaceChebyshev(CRNG,PosdefLdop,nb,12.0,0.02,500,100,100,0.0);
|
||||
for(int n=0;n<nb;n++){
|
||||
auto subspace = CoarseAggregates.subspace[n].View();
|
||||
auto subspace_g5 = CoarseAggregates.subspace[n+nb].View();
|
||||
for(int nn=0;nn<nb;nn++){
|
||||
for(int site=0;site<Coarse5d->oSites();site++){
|
||||
subspace_g5[site](nn) = subspace[site](nn);
|
||||
subspace_g5[site](nn+nb)=-subspace[site](nn+nb);
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
// Level2Op L2Op(*CoarseCoarse5d,1); // Hermitian matrix
|
||||
// HermitianLinearOperator<Level1Op,CoarseVector> L1LinOp(LDOp);
|
||||
// L2Op.CoarsenOperator(Coarse5d,L1LinOp,CoarseAggregates);
|
||||
#endif
|
||||
|
||||
|
||||
// std::cout<<GridLogMessage << "**************************************************"<< std::endl;
|
||||
// std::cout<<GridLogMessage << "Unprec CG "<< std::endl;
|
||||
// std::cout<<GridLogMessage << "**************************************************"<< std::endl;
|
||||
|
||||
// TrivialPrecon<LatticeFermion> simple;
|
||||
// ConjugateGradient<LatticeFermion> fCG(1.0e-8,100000);
|
||||
// fCG(HermDefOp,src,result);
|
||||
|
||||
std::cout<<GridLogMessage << "**************************************************"<< std::endl;
|
||||
std::cout<<GridLogMessage << "Red Black Prec CG "<< std::endl;
|
||||
std::cout<<GridLogMessage << "**************************************************"<< std::endl;
|
||||
LatticeFermion src_o(FrbGrid);
|
||||
LatticeFermion result_o(FrbGrid);
|
||||
pickCheckerboard(Odd,src_o,src);
|
||||
result_o=Zero();
|
||||
SchurDiagMooeeOperator<DomainWallFermionR,LatticeFermion> HermOpEO(Ddwf);
|
||||
ConjugateGradient<LatticeFermion> pCG(1.0e-8,10000);
|
||||
// pCG(HermOpEO,src_o,result_o);
|
||||
|
||||
std::cout<<GridLogMessage << "**************************************************"<< std::endl;
|
||||
std::cout<<GridLogMessage << " Running coarse grid Lanczos "<< std::endl;
|
||||
std::cout<<GridLogMessage << "**************************************************"<< std::endl;
|
||||
MdagMLinearOperator<Level1Op,CoarseVector> IRLHermOp(LDOp);
|
||||
Chebyshev<CoarseVector> IRLCheby(0.005,16.0,51);
|
||||
// IRLCheby.InitLowPass(0.01,18.0,51);
|
||||
FunctionHermOp<CoarseVector> IRLOpCheby(IRLCheby,IRLHermOp);
|
||||
PlainHermOp<CoarseVector> IRLOp (IRLHermOp);
|
||||
|
||||
int Nstop=24;
|
||||
int Nk=24;
|
||||
int Nm=48;
|
||||
ImplicitlyRestartedLanczos<CoarseVector> IRL(IRLOpCheby,IRLOp,Nstop,Nk,Nm,1.0e-3,20);
|
||||
int Nconv;
|
||||
std::vector<RealD> eval(Nm);
|
||||
std::vector<CoarseVector> evec(Nm,Coarse5d);
|
||||
IRL.calc(eval,evec,c_src,Nconv);
|
||||
Level2Op L2Op(*CoarseCoarse5d,1); // Hermitian matrix
|
||||
typedef Level2Op::CoarseVector CoarseCoarseVector;
|
||||
HermitianLinearOperator<Level1Op,CoarseVector> L1LinOp(LDOp);
|
||||
L2Op.CoarsenOperator(Coarse5d,L1LinOp,CoarseAggregates);
|
||||
|
||||
|
||||
std::cout<<GridLogMessage << "**************************************************"<< std::endl;
|
||||
std::cout<<GridLogMessage << "coarse grid CG "<< std::endl;
|
||||
std::cout<<GridLogMessage << " Running CoarseCoarse grid Lanczos "<< std::endl;
|
||||
std::cout<<GridLogMessage << "**************************************************"<< std::endl;
|
||||
|
||||
// ConjugateGradient<CoarseVector> CG(3.0e-3,100000);
|
||||
// CG(PosdefLdop,c_src,c_res);
|
||||
MdagMLinearOperator<Level2Op,CoarseCoarseVector> IRLHermOpL2(L2Op);
|
||||
Chebyshev<CoarseCoarseVector> IRLChebyL2(0.001,4.2,71);
|
||||
FunctionHermOp<CoarseCoarseVector> IRLOpChebyL2(IRLChebyL2,IRLHermOpL2);
|
||||
PlainHermOp<CoarseCoarseVector> IRLOpL2 (IRLHermOpL2);
|
||||
int cNk=24;
|
||||
int cNm=36;
|
||||
int cNstop=24;
|
||||
ImplicitlyRestartedLanczos<CoarseCoarseVector> IRLL2(IRLOpChebyL2,IRLOpL2,cNstop,cNk,cNm,1.0e-3,20);
|
||||
|
||||
int cNconv;
|
||||
std::vector<RealD> eval2(cNm);
|
||||
std::vector<CoarseCoarseVector> evec2(cNm,CoarseCoarse5d);
|
||||
CoarseCoarseVector cc_src(CoarseCoarse5d); cc_src=1.0;
|
||||
IRLL2.calc(eval2,evec2,cc_src,cNconv);
|
||||
|
||||
ConjugateGradient<CoarseCoarseVector> CoarseCoarseCG(0.1,1000);
|
||||
DeflatedGuesser<CoarseCoarseVector> DeflCoarseCoarseGuesser(evec2,eval2);
|
||||
NormalEquations<CoarseCoarseVector> DeflCoarseCoarseCGNE(L2Op,CoarseCoarseCG,DeflCoarseCoarseGuesser);
|
||||
|
||||
std::cout<<GridLogMessage << "**************************************************"<< std::endl;
|
||||
std::cout<<GridLogMessage << "coarse grid Deflated CG with "<< eval.size() << " evecs" << std::endl;
|
||||
std::cout<<GridLogMessage << "Building 3 level Multigrid "<< std::endl;
|
||||
std::cout<<GridLogMessage << "**************************************************"<< std::endl;
|
||||
typedef MultiGridPreconditioner<vSpinColourVector, vTComplex,nbasis, DomainWallFermionR,DeflatedGuesser<CoarseVector> , NormalEquations<CoarseVector> > TwoLevelMG;
|
||||
typedef MultiGridPreconditioner<siteVector,iScalar<vTComplex>,nbasisc,Level1Op, DeflatedGuesser<CoarseCoarseVector>, NormalEquations<CoarseCoarseVector> > CoarseMG;
|
||||
typedef MultiGridPreconditioner<vSpinColourVector, vTComplex,nbasis, DomainWallFermionR,ZeroGuesser<CoarseVector>, LinearFunction<CoarseVector> > ThreeLevelMG;
|
||||
|
||||
c_res=Zero();
|
||||
DeflatedGuesser<CoarseVector> DeflCoarseGuesser(evec,eval);
|
||||
DeflCoarseGuesser(c_src,c_res);
|
||||
// CG(PosdefLdop,c_src,c_res);
|
||||
// MultiGrid preconditioner acting on the coarse space <-> coarsecoarse space
|
||||
ChebyshevSmoother<CoarseVector, Level1Op > CoarseSmoother(0.1,12.0,3,L1LinOp,LDOp);
|
||||
ChebyshevSmoother<LatticeFermion,DomainWallFermionR> FineSmoother(0.5,60.0,10,HermIndefOp,Ddwf);
|
||||
|
||||
std::cout<<GridLogMessage << "**************************************************"<< std::endl;
|
||||
std::cout<<GridLogMessage <<" Applying Fine power method to find spectral range "<<std::endl;
|
||||
std::cout<<GridLogMessage << "**************************************************"<< std::endl;
|
||||
// MirsSmoother<CoarseVector, Level1Op > CoarseCGSmoother(0.1,0.1,4,L1LinOp,LDOp);
|
||||
// MirsSmoother<LatticeFermion,DomainWallFermionR> FineCGSmoother(0.0,0.01,8,HermIndefOp,Ddwf);
|
||||
|
||||
CoarseMG Level2Precon (CoarseAggregates, L2Op,
|
||||
L1LinOp,LDOp,
|
||||
CoarseSmoother,
|
||||
DeflCoarseCoarseGuesser,
|
||||
DeflCoarseCoarseCGNE);
|
||||
Level2Precon.Level(2);
|
||||
|
||||
// PGCR Applying this solver to solve the coarse space problem
|
||||
PrecGeneralisedConjugateResidual<CoarseVector> l2PGCR(0.1, 100, L1LinOp,Level2Precon,16,16);
|
||||
l2PGCR.Level(2);
|
||||
|
||||
// Wrap the 2nd level solver in a MultiGrid preconditioner acting on the fine space
|
||||
ZeroGuesser<CoarseVector> CoarseZeroGuesser;
|
||||
|
||||
MultiGridPreconditioner <vSpinColourVector,vTComplex,nbasis,DomainWallFermionR,
|
||||
ZeroGuesser<CoarseVector> >
|
||||
Precon (Aggregates, LDOp,
|
||||
HermIndefOp,Ddwf,
|
||||
ThreeLevelMG ThreeLevelPrecon(Aggregates, LDOp,
|
||||
HermIndefOp,Ddwf,
|
||||
FineSmoother,
|
||||
CoarseZeroGuesser,
|
||||
params);
|
||||
l2PGCR);
|
||||
ThreeLevelPrecon.Level(1);
|
||||
|
||||
// Precon.PowerMethod(src);
|
||||
// Apply the fine-coarse-coarsecoarse 2 deep MG preconditioner in an outer PGCR on the fine fgrid
|
||||
PrecGeneralisedConjugateResidual<LatticeFermion> l1PGCR(1.0e-8,1000,HermIndefOp,ThreeLevelPrecon,16,16);
|
||||
l1PGCR.Level(1);
|
||||
|
||||
/*
|
||||
std::cout<<GridLogMessage << "**************************************************"<< std::endl;
|
||||
std::cout<<GridLogMessage <<" Applying Coarse power method to find spectral range "<<std::endl;
|
||||
std::cout<<GridLogMessage << "Calling 3 level Multigrid "<< std::endl;
|
||||
std::cout<<GridLogMessage << "**************************************************"<< std::endl;
|
||||
|
||||
cparams = params;
|
||||
cparams.hi = 20.0;
|
||||
cparams.lo = 0.2;
|
||||
cparams.order= 20;
|
||||
|
||||
MultiGridPreconditioner <siteVector,iScalar<vTComplex>,nbasis,Level1Op,ZeroGuesser<CoarseVector> >
|
||||
CoarsePrecon (CoarseAggregates,
|
||||
L2Op,
|
||||
L1LinOp,LDOp,
|
||||
L1LinOp,LDOp,
|
||||
CoarseZeroGuesser,
|
||||
cparams);
|
||||
|
||||
CoarsePrecon.PowerMethod(c_src);
|
||||
*/
|
||||
|
||||
/*
|
||||
std::cout<<GridLogMessage << "**************************************************"<< std::endl;
|
||||
std::cout<<GridLogMessage << "Building a two level PGCR "<< std::endl;
|
||||
std::cout<<GridLogMessage << "**************************************************"<< std::endl;
|
||||
PrecGeneralisedConjugateResidual<LatticeFermion> PGCR(1.0e-8,100000,Precon,8,8);
|
||||
std::cout<<GridLogMessage<<"checking norm src "<<norm2(src)<<std::endl;
|
||||
result=Zero();
|
||||
PGCR(HermIndefOp,src,result);
|
||||
*/
|
||||
l1PGCR(src,result);
|
||||
|
||||
CoarseVector c_src(Coarse5d); c_src=1.0;
|
||||
std::cout<<GridLogMessage << "**************************************************"<< std::endl;
|
||||
std::cout<<GridLogMessage << "Building a two level deflated PGCR "<< std::endl;
|
||||
std::cout<<GridLogMessage << "**************************************************"<< std::endl;
|
||||
|
||||
MultiGridPreconditioner <vSpinColourVector,vTComplex,nbasis,DomainWallFermionR, DeflatedGuesser<CoarseVector> >
|
||||
DeflatedPrecon (Aggregates, LDOp,
|
||||
HermIndefOp,Ddwf,
|
||||
HermIndefOp,Ddwf,
|
||||
DeflCoarseGuesser,
|
||||
params);
|
||||
|
||||
PrecGeneralisedConjugateResidual<LatticeFermion> deflPGCR(1.0e-8,100000,DeflatedPrecon,16,16);
|
||||
|
||||
std::cout<<GridLogMessage<<"checking norm src "<<norm2(src)<<std::endl;
|
||||
result=Zero();
|
||||
deflPGCR(HermIndefOp,src,result);
|
||||
|
||||
|
||||
/*
|
||||
std::cout<<GridLogMessage << "**************************************************"<< std::endl;
|
||||
std::cout<<GridLogMessage << "Building deflation preconditioner "<< std::endl;
|
||||
std::cout<<GridLogMessage << "**************************************************"<< std::endl;
|
||||
|
||||
PrecGeneralisedConjugateResidual<CoarseVector> CPGCR(1.0e-3,10000,CoarsePrecon,8,8);
|
||||
std::cout<<GridLogMessage<<"checking norm src "<<norm2(c_src)<<std::endl;
|
||||
c_res=Zero();
|
||||
CPGCR(L1LinOp,c_src,c_res);
|
||||
*/
|
||||
std::cout<<GridLogMessage << " Fine PowerMethod "<< std::endl;
|
||||
PowerMethod<LatticeFermion> PM; PM(HermDefOp,src);
|
||||
std::cout<<GridLogMessage << " Coarse PowerMethod "<< std::endl;
|
||||
PowerMethod<CoarseVector> cPM; cPM(PosdefLdop,c_src);
|
||||
std::cout<<GridLogMessage << " CoarseCoarse PowerMethod "<< std::endl;
|
||||
PowerMethod<CoarseCoarseVector> ccPM; ccPM(IRLHermOpL2,cc_src);
|
||||
|
||||
std::cout<<GridLogMessage << "**************************************************"<< std::endl;
|
||||
std::cout<<GridLogMessage << "Done "<< std::endl;
|
||||
|
||||
Loading…
Reference in New Issue
Block a user