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Reorganise a little to let the PV inverter be defined outside
the Reconstruct class. This lets the multiple choices for PV inversion be composed without changing the routine and no if/else case enumeration. Implemented SchurDiagMooee PV inversion (red black) and Unprec PV inversion. Red black cuts from 190 iterations to 90 iterations at 10^-12 on 8^4 test system Will revisit multiple Schur options and add a Fourier based multishift PV inverse, similar to the one Rudy Arthur did in BFM
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@ -31,80 +31,125 @@ namespace Grid {
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namespace QCD {
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namespace QCD {
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template<class Field> class Reconstruct5DfromPhysical {
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template<class Field>
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class PauliVillarsSolverUnprec
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{
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public:
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ConjugateGradient<Field> & CG;
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PauliVillarsSolverUnprec( ConjugateGradient<Field> &_CG) : CG(_CG){};
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template<class Matrix>
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void operator() (Matrix &_Matrix,const Field &src,Field &sol)
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{
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RealD m = _Matrix.Mass();
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Field A (_Matrix.FermionGrid());
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MdagMLinearOperator<Matrix,Field> HermOp(_Matrix);
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_Matrix.SetMass(1.0);
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_Matrix.Mdag(src,A);
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CG(HermOp,A,sol);
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_Matrix.SetMass(m);
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};
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};
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template<class Field>
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class PauliVillarsSolverRBprec
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{
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public:
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ConjugateGradient<Field> & CG;
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PauliVillarsSolverRBprec( ConjugateGradient<Field> &_CG) : CG(_CG){};
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template<class Matrix>
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void operator() (Matrix &_Matrix,const Field &src,Field &sol)
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{
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RealD m = _Matrix.Mass();
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Field A (_Matrix.FermionGrid());
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_Matrix.SetMass(1.0);
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SchurRedBlackDiagMooeeSolve<Field> SchurSolver(CG);
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SchurSolver(_Matrix,src,sol);
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_Matrix.SetMass(m);
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};
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};
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template<class Field,class PVinverter> class Reconstruct5DfromPhysical {
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private:
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private:
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OperatorFunction<Field> & _PauliVillarsSolver;
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PVinverter & PauliVillarsSolver;
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public:
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public:
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/////////////////////////////////////////////////////
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/////////////////////////////////////////////////////
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// Wrap the usual normal equations Schur trick
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// First cut works, 10 Oct 2018.
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//
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// Must form a plan to get this into production for Zmobius acceleration
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// of the Mobius exact AMA corrections.
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//
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// TODO : understand absence of contact term in eqns in Hantao's thesis
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// sol4 is contact term subtracted.
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//
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// Options
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// a) Defect correction approach:
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// 1) Compute defect from current soln (initially guess).
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// This is ...... outerToInner check !!!!
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// 2) Deflated Zmobius solve to get 4d soln
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// Ensure deflation is working
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// 3) Refine 5d Outer using the inner 4d delta soln
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//
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// Step 1: localise PV inverse in a routine. [DONE]
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// Step 2: Schur based PV inverse [DONE]
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// Step 3: Fourier accelerated PV inverse
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// Step 4:
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/////////////////////////////////////////////////////
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/////////////////////////////////////////////////////
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Reconstruct5DfromPhysical(OperatorFunction<Field> &PauliVillarsSolver) :
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_PauliVillarsSolver(PauliVillarsSolver)
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Reconstruct5DfromPhysical(PVinverter &_PauliVillarsSolver)
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{ };
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: PauliVillarsSolver(_PauliVillarsSolver)
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/*
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{
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void SliceDump(const Field &f)
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};
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{
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std::vector<TComplex> C1;
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Field ff(f._grid);
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Gamma G5 ( Gamma::Algebra::Gamma5);
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ff= f+ G5*f;
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ff=ff*0.5;
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{
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auto ip = localInnerProduct(ff,ff);
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sliceSum(ip,C1,0);
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for(int s=0;s<C1.size();s++){
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std::cout << " P+ C[" <<s<<"] = "<<C1[s]<<std::endl;
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}
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}
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ff= f- G5*f;
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ff=ff*0.5;
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{
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auto ip = localInnerProduct(ff,ff);
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sliceSum(ip,C1,0);
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for(int s=0;s<C1.size();s++){
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std::cout << " P- C[" <<s<<"] = "<<C1[s]<<std::endl;
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}
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}
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}
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*/
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template<class Matrix>
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void PV(Matrix &_Matrix,const Field &src,Field &sol)
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{
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RealD m = _Matrix.Mass();
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_Matrix.SetMass(1.0);
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_Matrix.M(src,sol);
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_Matrix.SetMass(m);
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}
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template<class Matrix>
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void PVdag(Matrix &_Matrix,const Field &src,Field &sol)
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{
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RealD m = _Matrix.Mass();
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_Matrix.SetMass(1.0);
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_Matrix.Mdag(src,sol);
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_Matrix.SetMass(m);
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}
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template<class Matrix>
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template<class Matrix>
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void operator() (Matrix & _Matrix,const Field &sol4,const Field &src4, Field &sol5){
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void operator() (Matrix & _Matrix,const Field &sol4,const Field &src4, Field &sol5){
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int Ls = _Matrix.Ls;
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int Ls = _Matrix.Ls;
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RealD m = _Matrix.Mass();
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Field psi4(_Matrix.GaugeGrid());
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Field psi4(_Matrix.GaugeGrid());
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Field psi(_Matrix.FermionGrid());
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Field psi(_Matrix.FermionGrid());
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Field A (_Matrix.FermionGrid());
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Field A (_Matrix.FermionGrid());
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Field B (_Matrix.FermionGrid());
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Field B (_Matrix.FermionGrid());
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Field c (_Matrix.FermionGrid());
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Field c (_Matrix.FermionGrid());
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Field b (_Matrix.FermionGrid());
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typedef typename Matrix::Coeff_t Coeff_t;
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typedef typename Matrix::Coeff_t Coeff_t;
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MdagMLinearOperator<Matrix,Field> HermOp(_Matrix);
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std::cout << GridLogMessage<< " ************************************************" << std::endl;
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std::cout << GridLogMessage<< " Reconstruct5Dprop: c.f. MADWF algorithm " << std::endl;
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std::cout << GridLogMessage<< " ************************************************" << std::endl;
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///////////////////////////////////////
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//Import source, include Dminus factors
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//Import source, include Dminus factors
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///////////////////////////////////////
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_Matrix.ImportPhysicalFermionSource(src4,b); // Includes D_- factor
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_Matrix.ImportPhysicalFermionSource(src4,B);
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///////////////////////////////////////
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///////////////////////////////////////
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// Set up c from src4
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// Set up c from src4
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///////////////////////////////////////
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///////////////////////////////////////
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std::cout << GridLogMessage<< " ************************************************" << std::endl;
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PauliVillarsSolver(_Matrix,B,A);
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std::cout << GridLogMessage<< " Reconstrucing 5D propagator using Pauli Villars" << std::endl;
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_Matrix.Pdag(A,c);
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std::cout << GridLogMessage<< " ************************************************" << std::endl;
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_Matrix.SetMass(1.0); // PauliVillars mass
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_Matrix.Mdag(b,B); _PauliVillarsSolver(HermOp,B,A);
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_Matrix.Pdag(A,c);
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_Matrix.SetMass(m); // Back to physical mass
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//////////////////////////////////////
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//////////////////////////////////////
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// Build Pdag PV^-1 Dm P [-sol4,c2,c3... cL]
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// Build Pdag PV^-1 Dm P [-sol4,c2,c3... cL]
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@ -115,22 +160,24 @@ template<class Field> class Reconstruct5DfromPhysical {
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ExtractSlice(psi4,c,s,0);
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ExtractSlice(psi4,c,s,0);
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InsertSlice(psi4,psi,s,0);
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InsertSlice(psi4,psi,s,0);
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}
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}
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/////////////////////////////
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// Pdag PV^-1 Dm P
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// Pdag PV^-1 Dm P
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/////////////////////////////
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_Matrix.P(psi,B);
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_Matrix.P(psi,B);
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_Matrix.M(B,A);
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_Matrix.M(B,A);
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PauliVillarsSolver(_Matrix,A,B);
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_Matrix.Pdag(B,A);
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// PauliVillars invert
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//////////////////////////////
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_Matrix.SetMass(1.0);
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// Reinsert surface prop
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_Matrix.Mdag(A,B); _PauliVillarsSolver(HermOp,B,A);
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//////////////////////////////
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_Matrix.SetMass(m);
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InsertSlice(sol4,A,0,0);
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_Matrix.Pdag(A,B);
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//////////////////////////////
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// Convert from y back to x
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InsertSlice(sol4,B,0,0);
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//////////////////////////////
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_Matrix.P(A,sol5);
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// Convert from y back to x with P+ circular shift
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_Matrix.P(B,sol5);
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}
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}
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};
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};
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@ -229,16 +229,14 @@ void TestReconstruct5D(What & Ddwf,
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Ddwf.M(result,src_NE);
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Ddwf.M(result,src_NE);
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src_NE = src_NE - src;
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src_NE = src_NE - src;
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std::cout <<GridLogMessage<< " True residual is " << norm2(src_NE)<<std::endl;
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std::cout <<GridLogMessage<< " True residual is " << norm2(src_NE)<<std::endl;
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Reconstruct5DfromPhysical<LatticeFermion> reconstructor(CG);
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std::cout <<GridLogMessage<< " True result " << norm2(result)<<std::endl;
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std::cout <<GridLogMessage<< " 4d result " << norm2(res4)<<std::endl;
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std::cout <<GridLogMessage<< " Reconstructing " <<std::endl;
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std::cout <<GridLogMessage<< " Reconstructing " <<std::endl;
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result_rec = result;
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// typedef PauliVillarsSolverUnprec<LatticeFermion> PVinverter;
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typedef PauliVillarsSolverRBprec<LatticeFermion> PVinverter;
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PVinverter PVinverse(CG);
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Reconstruct5DfromPhysical<LatticeFermion,PVinverter> reconstructor(PVinverse);
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reconstructor(Ddwf,res4,src4,result_rec);
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reconstructor(Ddwf,res4,src4,result_rec);
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std::cout <<GridLogMessage << "Result "<<norm2(result)<<std::endl;
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std::cout <<GridLogMessage << "Result "<<norm2(result)<<std::endl;
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@ -246,7 +244,6 @@ void TestReconstruct5D(What & Ddwf,
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result_rec = result_rec - result;
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result_rec = result_rec - result;
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std::cout <<GridLogMessage << "Difference "<<norm2(result_rec)<<std::endl;
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std::cout <<GridLogMessage << "Difference "<<norm2(result_rec)<<std::endl;
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// reconstructor.SliceDump(result_rec);
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}
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}
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