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Merge branch 'develop' of github.com:poare/Grid into develop
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@@ -1,12 +1,35 @@
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/*************************************************************************************
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Runs the Krylov-Schur algorithm on a (pre-conditioned) domain-wall fermion operator
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to determine part of its spectrum.
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Usage :
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$ ./Example_spec_kryschur <Nm> <Nk> <maxiter> <Nstop> <inFile> <outDir> <?rf>
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Nm = Maximum size of approximation subspace.
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Nk = Size of truncation subspace
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maxiter = Maximum number of iterations.
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Nstop = Stop when Nstop eigenvalues have converged.
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inFile = Gauge configuration to read in.
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outDir = Directory to write output to.
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rf = (Optional) RitzFilter to sort with. Takes in any string in
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{EvalNormSmall, EvalNormLarge, EvalReSmall, EvalReLarge, EvalImSmall, EvalImLarge}
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Output:
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${outDir}/evals.txt = Contains all eigenvalues. Each line is formatted as `$idx $eval $ritz`, where:
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- $idx is the index of the eigenvalue.
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- $eval is the eigenvalue, formated as "(re,im)".
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- $ritz is the Ritz estimate of the eigenvalue (deviation from being a true eigenvalue)
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${outDir}/evec${idx} = Eigenvector $idx written out in SCIDAC format (if LIME is enabled).
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Grid physics library, www.github.com/paboyle/Grid
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Source file: ./tests/Test_padded_cell.cc
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Copyright (C) 2023
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Author: Peter Boyle <paboyle@ph.ed.ac.uk>
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Author: Peter Boyle <paboyle@ph.ed.ac.uk>
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Author: Patrick Oare <poare@bnl.edu>
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This program is free software; you can redistribute it and/or modify
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it under the terms of the GNU General Public License as published by
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@@ -26,10 +49,6 @@ Author: Peter Boyle <paboyle@ph.ed.ac.uk>
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*************************************************************************************/
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/* END LEGAL */
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// copied here from Test_general_coarse_pvdagm.cc
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// copied here from Test_general_coarse_pvdagm.cc
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#include <cstdlib>
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#include <Grid/Grid.h>
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@@ -40,9 +59,13 @@ Author: Peter Boyle <paboyle@ph.ed.ac.uk>
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#include <Grid/algorithms/iterative/PrecGeneralisedConjugateResidualNonHermitian.h>
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#include <Grid/algorithms/iterative/BiCGSTAB.h>
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#include <Grid/parallelIO/IldgIOtypes.h>
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#include <Grid/parallelIO/IldgIO.h>
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using namespace std;
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using namespace Grid;
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<<<<<<< HEAD
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namespace Grid {
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struct LanczosParameters: Serializable {
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@@ -87,6 +110,54 @@ struct LanczosParameters: Serializable {
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}
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#if 0
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=======
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template <class T> void writeFile(T& in, std::string const fname){
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#ifdef HAVE_LIME
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// Ref: https://github.com/paboyle/Grid/blob/feature/scidac-wp1/tests/debug/Test_general_coarse_hdcg_phys48.cc#L111
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std::cout << Grid::GridLogMessage << "Writes to: " << fname << std::endl;
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Grid::emptyUserRecord record;
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Grid::ScidacWriter WR(in.Grid()->IsBoss());
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WR.open(fname);
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WR.writeScidacFieldRecord(in,record,0); // Lexico
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WR.close();
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#endif
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}
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/**
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* Writes the eigensystem of a Krylov Schur object to a directory.
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*
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* Parameters
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* ----------
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* std::string path
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* Directory to write to.
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*/
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template <class Field>
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void writeEigensystem(KrylovSchur<Field> KS, std::string outDir) {
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int Nk = KS.getNk();
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std::cout << GridLogMessage << "Writing output to directory: " << outDir << std::endl;
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// Write evals
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std::string evalPath = outDir + "/evals.txt";
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std::ofstream fEval;
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fEval.open(evalPath);
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Eigen::VectorXcd evals = KS.getEvals();
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std::vector<RealD> ritz = KS.getRitzEstimates();
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for (int i = 0; i < Nk; i++) {
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// write eigenvalues and Ritz estimates
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fEval << i << " " << evals(i) << " " << ritz[i];
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if (i < Nk - 1) { fEval << "\n"; }
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}
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fEval.close();
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// Write evecs (TODO: very heavy on storage costs! Don't write them all out)
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// std::vector<Field> evecs = KS.getEvecs();
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// for (int i = 0; i < Nk; i++) {
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// std::string fName = outDir + "/evec" + std::to_string(i);
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// writeFile(evecs[i], fName); // using method from Grid/HMC/ComputeWilsonFlow.cc
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// }
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}
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>>>>>>> 68af1bba67dd62881ead5ab1e54962a5486a0791
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// Hermitize a DWF operator by squaring it
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template<class Matrix,class Field>
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class SquaredLinearOperator : public LinearOperatorBase<Field> {
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@@ -232,6 +303,7 @@ ShiftedComplexPVdagMLinearOperator(ComplexD _shift,Matrix &Mat,Matrix &PV): shif
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}
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};
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<<<<<<< HEAD
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template<class Fobj,class CComplex,int nbasis>
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class MGPreconditioner : public LinearFunction< Lattice<Fobj> > {
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public:
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@@ -334,16 +406,28 @@ public:
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};
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#endif
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=======
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>>>>>>> 68af1bba67dd62881ead5ab1e54962a5486a0791
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int main (int argc, char ** argv)
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{
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Grid_init(&argc,&argv);
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// Usage : $ ./Example_spec_kryschur <Nm> <Nk> <maxiter> <Nstop>
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// assert (argc == 5);
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std::string NmStr = argv[1];
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std::string NkStr = argv[2];
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// Usage : $ ./Example_spec_kryschur <Nm> <Nk> <maaxiter> <Nstop> <inFile> <outDir>
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std::string NmStr = argv[1];
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std::string NkStr = argv[2];
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std::string maxIterStr = argv[3];
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std::string NstopStr = argv[4];
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std::string NstopStr = argv[4];
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std::string file = argv[5];
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std::string outDir = argv[6];
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RitzFilter RF;
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if (argc == 8) {
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std::string rf = argv[7];
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RF = selectRitzFilter(rf);
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} else {
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RF = EvalReSmall;
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}
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std::cout << "Sorting eigenvalues using " << rfToString(RF) << std::endl;
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//const int Ls=16;
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const int Ls = 8;
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@@ -360,52 +444,24 @@ int main (int argc, char ** argv)
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GridCartesian * FGrid = SpaceTimeGrid::makeFiveDimGrid(Ls,UGrid);
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GridRedBlackCartesian * FrbGrid = SpaceTimeGrid::makeFiveDimRedBlackGrid(Ls,UGrid);
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// Construct a coarsened grid
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// poare TODO: replace this with the following line?
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Coordinate clatt = lat_size;
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// Coordinate clatt = GridDefaultLatt(); // [PO] initial line before I edited it
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for(int d=0;d<clatt.size();d++){
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clatt[d] = clatt[d]/2;
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// clatt[d] = clatt[d]/4;
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}
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GridCartesian *Coarse4d = SpaceTimeGrid::makeFourDimGrid(clatt, GridDefaultSimd(Nd,vComplex::Nsimd()),GridDefaultMpi());;
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GridCartesian *Coarse5d = SpaceTimeGrid::makeFiveDimGrid(1,Coarse4d);
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std::vector<int> seeds4({1,2,3,4});
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std::vector<int> seeds5({5,6,7,8});
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std::vector<int> cseeds({5,6,7,8});
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GridParallelRNG RNG5(FGrid); RNG5.SeedFixedIntegers(seeds5);
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GridParallelRNG RNG4(UGrid); RNG4.SeedFixedIntegers(seeds4);
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GridParallelRNG CRNG(Coarse5d);CRNG.SeedFixedIntegers(cseeds);
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LatticeFermion src(FGrid); random(RNG5,src);
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LatticeFermion result(FGrid); result=Zero();
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LatticeFermion ref(FGrid); ref=Zero();
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LatticeFermion tmp(FGrid);
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LatticeFermion err(FGrid);
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LatticeGaugeField Umu(UGrid);
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FieldMetaData header;
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// std::string file ("/sdcc/u/poare/PETSc-Grid/ckpoint_EODWF_lat.125");
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std::string file("/Users/patrickoare/libraries/PETSc-Grid/ckpoint_EODWF_lat.125");
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NerscIO::readConfiguration(Umu,header,file);
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RealD mass=0.01;
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// RealD mass=0.01;
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RealD mass=0.001;
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RealD M5=1.8;
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DomainWallFermionD Ddwf(Umu,*FGrid,*FrbGrid,*UGrid,*UrbGrid,mass,M5);
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DomainWallFermionD Dpv(Umu,*FGrid,*FrbGrid,*UGrid,*UrbGrid,1.0,M5);
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// const int nbasis = 20; // size of approximate basis for low-mode space
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const int nbasis = 3; // size of approximate basis for low-mode space
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const int cb = 0 ;
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LatticeFermion prom(FGrid);
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typedef GeneralCoarsenedMatrix<vSpinColourVector,vTComplex,nbasis> LittleDiracOperator;
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typedef LittleDiracOperator::CoarseVector CoarseVector;
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NextToNearestStencilGeometry5D geom(Coarse5d);
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std::cout<<GridLogMessage<<std::endl;
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std::cout<<GridLogMessage<<"*******************************************"<<std::endl;
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std::cout<<GridLogMessage<<std::endl;
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@@ -418,11 +474,6 @@ int main (int argc, char ** argv)
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SquaredLinearOperator<DomainWallFermionD, LatticeFermionD> Dsq (Ddwf);
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NonHermitianLinearOperator<DomainWallFermionD, LatticeFermionD> DLinOp (Ddwf);
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// int Nm = 200;
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// int Nk = 110;
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// int maxIter = 2000;
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// int Nstop = 100;
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int Nm = std::stoi(NmStr);
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int Nk = std::stoi(NkStr);
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int maxIter = std::stoi(maxIterStr);
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@@ -430,9 +481,9 @@ int main (int argc, char ** argv)
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std::cout << GridLogMessage << "Runnning Krylov Schur. Nm = " << Nm << ", Nk = " << Nk << ", maxIter = " << maxIter
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<< ", Nstop = " << Nstop << std::endl;
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// Arnoldi Arn(PVdagM, FGrid, 1e-8);
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// Arn(src, maxIter, Nm, Nk, Nstop);
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KrylovSchur KrySchur (PVdagM, FGrid, 1e-8);
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KrylovSchur KrySchur (PVdagM, FGrid, 1e-8, RF); // use preconditioned PV^\dag D_{dwf}
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// KrylovSchur KrySchur (DLinOp, FGrid, 1e-8, RF); // use D_{dwf}
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KrySchur(src, maxIter, Nm, Nk, Nstop);
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std::cout<<GridLogMessage << "*******************************************" << std::endl;
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@@ -440,7 +491,8 @@ int main (int argc, char ** argv)
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std::cout<<GridLogMessage << "*******************************************" << std::endl;
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std::cout << GridLogMessage << "Krylov Schur eigenvalues: " << std::endl << KrySchur.getEvals() << std::endl;
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//std::cout << GridLogMessage << "Lanczos eigenvalues: " << std::endl << levals << std::endl;
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writeEigensystem(KrySchur, outDir);
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std::cout<<GridLogMessage<<std::endl;
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std::cout<<GridLogMessage<<"*******************************************"<<std::endl;
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