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Testing different versions of the Laplacian
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@ -47,12 +47,77 @@ class LaplacianAdjointField {
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}
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}
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void Mdiag(const GaugeLinkField& in, GaugeLinkField& out) { assert(0); }
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void Mdir(const GaugeLinkField& in, GaugeLinkField& out, int dir, int disp) { assert(0); }
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/*
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// Operator with algebra vector inputs and outputs
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void M2(const AVector& in, AVector& out) {
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double kappa = 0.9;
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//Reconstruct matrix
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GaugeLinkField tmp(in._grid);
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GaugeLinkField tmp2(in._grid);
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GaugeLinkField sum(in._grid);
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GaugeLinkField out_mat(in._grid);
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GaugeLinkField in_mat(in._grid);
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SU<Nc>::FundamentalLieAlgebraMatrix(in, in_mat);
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sum = zero;
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for (int mu = 0; mu < Nd; mu++) {
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tmp = U[mu] * Cshift(in_mat, mu, +1) * adj(U[mu]);
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tmp2 = adj(U[mu]) * in_mat * U[mu];
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sum += tmp + Cshift(tmp2, mu, -1) - 2.0 * in_mat;
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}
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out_mat = (1.0 - kappa) * in_mat - kappa/(double(4*Nd)) * sum;
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// Project
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SU<Nc>::projectOnAlgebra(out, out_mat);
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}
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*/
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void M(const GaugeLinkField& in, GaugeLinkField& out) {
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double kappa = 0.999;
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//Reconstruct matrix
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GaugeLinkField tmp(in._grid);
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GaugeLinkField tmp2(in._grid);
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GaugeLinkField sum(in._grid);
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sum = zero;
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for (int mu = 0; mu < Nd; mu++) {
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tmp = U[mu] * Cshift(in, mu, +1) * adj(U[mu]);
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tmp2 = adj(U[mu]) * in * U[mu];
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sum += tmp + Cshift(tmp2, mu, -1) - 2.0 * in;
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}
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out = (1.0 - kappa) * in - kappa/(double(4*Nd)) * sum;
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}
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private:
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std::vector<GaugeLinkField> U;
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};
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template <class Impl>
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class LaplacianAlgebraField {
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public:
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INHERIT_GIMPL_TYPES(Impl);
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typedef SU<Nc>::LatticeAlgebraVector AVector;
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LaplacianAlgebraField(GridBase* grid) : U(Nd, grid){};
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void ImportGauge(const GaugeField& _U) {
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for (int mu = 0; mu < Nd; mu++) {
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U[mu] = PeekIndex<LorentzIndex>(_U, mu);
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}
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}
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void Mdiag(const AVector& in, AVector& out) { assert(0); }
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void Mdir(const AVector& in, AVector& out, int dir, int disp) { assert(0); }
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// Operator with algebra vector inputs and outputs
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void M(const AVector& in, AVector& out) {
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double kappa = 0.99;
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double kappa = 0.999;
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//Reconstruct matrix
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GaugeLinkField tmp(in._grid);
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@ -76,6 +141,8 @@ class LaplacianAdjointField {
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private:
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std::vector<GaugeLinkField> U;
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};
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}
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}
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@ -50,15 +50,34 @@ int main (int argc, char ** argv)
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typedef SU<Nc>::LatticeAlgebraVector AVector;
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// Source and result in the algebra
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AVector src(&Grid); random(pRNG,src);
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AVector result(&Grid); result=zero;
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AVector src_vec(&Grid); random(pRNG, src_vec);
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AVector result_vec(&Grid); result_vec = zero;
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LatticeColourMatrix src(&Grid);
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SU<Nc>::FundamentalLieAlgebraMatrix(src_vec, src);
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LatticeColourMatrix result(&Grid); result=zero;
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LaplacianAdjointField<PeriodicGimplR> Laplacian(&Grid);
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Laplacian.ImportGauge(Umu);
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HermitianLinearOperator<LaplacianAdjointField<PeriodicGimplR>,AVector> HermOp(Laplacian);
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ConjugateGradient<AVector> CG(1.0e-8,10000);
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CG(HermOp,src,result);
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HermitianLinearOperator<LaplacianAdjointField<PeriodicGimplR>,LatticeColourMatrix> HermOp(Laplacian);
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ConjugateGradient<LatticeColourMatrix> CG(1.0e-8,10000);
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CG(HermOp,src,result); // fastest
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// Tests also the version using the algebra decomposition
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LaplacianAlgebraField<PeriodicGimplR> LaplacianAlgebra(&Grid);
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LaplacianAlgebra.ImportGauge(Umu);
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HermitianLinearOperator<LaplacianAlgebraField<PeriodicGimplR>,AVector> HermOpAlg(LaplacianAlgebra);
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ConjugateGradient<AVector> CG_Algebra(1.0e-8,10000);
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CG_Algebra(HermOpAlg,src_vec,result_vec);
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LatticeColourMatrix result2(&Grid);
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SU<Nc>::FundamentalLieAlgebraMatrix(result_vec, result2);
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result2 -= result;
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std::cout << GridLogMessage << "Results difference " << norm2(result2) << std::endl;
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Grid_finalize();
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}
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