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5e370db6c5
6000 matmuls CG unprec 2000 matmuls CG prec (4000 eo muls) 1050 matmuls PGCR on 16^3 x 32 x 8 m=.01 Substantial effort on timing and logging infrastructure
84 lines
2.0 KiB
C++
84 lines
2.0 KiB
C++
#ifndef GRID_CONJUGATE_RESIDUAL_H
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#define GRID_CONJUGATE_RESIDUAL_H
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namespace Grid {
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/////////////////////////////////////////////////////////////
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// Base classes for iterative processes based on operators
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// single input vec, single output vec.
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/////////////////////////////////////////////////////////////
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template<class Field>
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class ConjugateResidual : public OperatorFunction<Field> {
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public:
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RealD Tolerance;
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Integer MaxIterations;
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int verbose;
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ConjugateResidual(RealD tol,Integer maxit) : Tolerance(tol), MaxIterations(maxit) {
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verbose=0;
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};
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void operator() (LinearOperatorBase<Field> &Linop,const Field &src, Field &psi){
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RealD a, b, c, d;
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RealD cp, ssq,rsq;
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RealD rAr, rAAr, rArp;
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RealD pAp, pAAp;
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GridBase *grid = src._grid;
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psi=zero;
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Field r(grid), p(grid), Ap(grid), Ar(grid);
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r=src;
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p=src;
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Linop.HermOpAndNorm(p,Ap,pAp,pAAp);
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Linop.HermOpAndNorm(r,Ar,rAr,rAAr);
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cp =norm2(r);
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ssq=norm2(src);
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rsq=Tolerance*Tolerance*ssq;
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if (verbose) std::cout<<GridLogMessage<<"ConjugateResidual: iteration " <<0<<" residual "<<cp<< " target"<< rsq<<std::endl;
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for(int k=1;k<MaxIterations;k++){
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a = rAr/pAAp;
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axpy(psi,a,p,psi);
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cp = axpy_norm(r,-a,Ap,r);
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rArp=rAr;
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Linop.HermOpAndNorm(r,Ar,rAr,rAAr);
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b =rAr/rArp;
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axpy(p,b,p,r);
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pAAp=axpy_norm(Ap,b,Ap,Ar);
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if(verbose) std::cout<<GridLogMessage<<"ConjugateResidual: iteration " <<k<<" residual "<<cp<< " target"<< rsq<<std::endl;
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if(cp<rsq) {
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Linop.HermOp(psi,Ap);
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axpy(r,-1.0,src,Ap);
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RealD true_resid = norm2(r)/ssq;
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std::cout<<GridLogMessage<<"ConjugateResidual: Converged on iteration " <<k
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<< " computed residual "<<sqrt(cp/ssq)
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<< " true residual "<<sqrt(true_resid)
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<< " target " <<Tolerance <<std::endl;
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return;
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}
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}
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std::cout<<GridLogMessage<<"ConjugateResidual did NOT converge"<<std::endl;
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assert(0);
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}
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};
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}
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#endif
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