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	Move gfix into utils
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								lib/qcd/utils/GaugeFix.h
									
									
									
									
									
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								lib/qcd/utils/GaugeFix.h
									
									
									
									
									
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    /*************************************************************************************
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    grid` physics library, www.github.com/paboyle/Grid 
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    Copyright (C) 2015
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Author: Azusa Yamaguchi <ayamaguc@staffmail.ed.ac.uk>
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Author: Peter Boyle <paboyle@ph.ed.ac.uk>
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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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    the Free Software Foundation; either version 2 of the License, or
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    (at your option) any later version.
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    This program is distributed in the hope that it will be useful,
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    but WITHOUT ANY WARRANTY; without even the implied warranty of
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    MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
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    GNU General Public License for more details.
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    You should have received a copy of the GNU General Public License along
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    with this program; if not, write to the Free Software Foundation, Inc.,
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    51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
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    See the full license in the file "LICENSE" in the top level distribution directory
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    *************************************************************************************/
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    /*  END LEGAL */
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//#include <Grid/Grid.h>
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using namespace Grid;
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using namespace Grid::QCD;
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template <class Gimpl> 
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class FourierAcceleratedGaugeFixer  : public Gimpl {
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  public:
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  INHERIT_GIMPL_TYPES(Gimpl);
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  typedef typename Gimpl::GaugeLinkField GaugeMat;
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  typedef typename Gimpl::GaugeField GaugeLorentz;
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  static void GaugeLinkToLieAlgebraField(const std::vector<GaugeMat> &U,std::vector<GaugeMat> &A) {
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    for(int mu=0;mu<Nd;mu++){
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      Complex cmi(0.0,-1.0);
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      A[mu] = Ta(U[mu]) * cmi;
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    }
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  }
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  static void DmuAmu(const std::vector<GaugeMat> &A,GaugeMat &dmuAmu) {
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    dmuAmu=zero;
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    for(int mu=0;mu<Nd;mu++){
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      dmuAmu = dmuAmu + A[mu] - Cshift(A[mu],mu,-1);
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    }
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  }  
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  static void SteepestDescentGaugeFix(GaugeLorentz &Umu,Real & alpha,int maxiter,Real Omega_tol, Real Phi_tol,bool Fourier=false) {
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    GridBase *grid = Umu._grid;
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    Real org_plaq      =WilsonLoops<Gimpl>::avgPlaquette(Umu);
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    Real org_link_trace=WilsonLoops<Gimpl>::linkTrace(Umu); 
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    Real old_trace = org_link_trace;
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    Real trG;
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    std::vector<GaugeMat> U(Nd,grid);
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                 GaugeMat dmuAmu(grid);
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    for(int i=0;i<maxiter;i++){
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      for(int mu=0;mu<Nd;mu++) U[mu]= PeekIndex<LorentzIndex>(Umu,mu);
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      if ( Fourier==false ) { 
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	trG = SteepestDescentStep(U,alpha,dmuAmu);
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      } else { 
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	trG = FourierAccelSteepestDescentStep(U,alpha,dmuAmu);
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      }
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      for(int mu=0;mu<Nd;mu++) PokeIndex<LorentzIndex>(Umu,U[mu],mu);
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      // Monitor progress and convergence test 
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      // infrequently to minimise cost overhead
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      if ( i %20 == 0 ) { 
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	Real plaq      =WilsonLoops<Gimpl>::avgPlaquette(Umu);
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	Real link_trace=WilsonLoops<Gimpl>::linkTrace(Umu); 
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	if (Fourier) 
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	  std::cout << GridLogMessage << "Fourier Iteration "<<i<< " plaq= "<<plaq<< " dmuAmu " << norm2(dmuAmu)<< std::endl;
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	else 
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	  std::cout << GridLogMessage << " Iteration "<<i<< " plaq= "<<plaq<< " dmuAmu " << norm2(dmuAmu)<< std::endl;
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	Real Phi  = 1.0 - old_trace / link_trace ;
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	Real Omega= 1.0 - trG;
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	std::cout << GridLogMessage << " Iteration "<<i<< " Phi= "<<Phi<< " Omega= " << Omega<< " trG " << trG <<std::endl;
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	if ( (Omega < Omega_tol) && ( ::fabs(Phi) < Phi_tol) ) {
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	  std::cout << GridLogMessage << "Converged ! "<<std::endl;
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	  return;
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	}
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	old_trace = link_trace;
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      }
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    }
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  };
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  static Real SteepestDescentStep(std::vector<GaugeMat> &U,Real & alpha, GaugeMat & dmuAmu) {
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    GridBase *grid = U[0]._grid;
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    std::vector<GaugeMat> A(Nd,grid);
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    GaugeMat g(grid);
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    GaugeLinkToLieAlgebraField(U,A);
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    ExpiAlphaDmuAmu(A,g,alpha,dmuAmu);
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    Real vol = grid->gSites();
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    Real trG = TensorRemove(sum(trace(g))).real()/vol/Nc;
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    SU<Nc>::GaugeTransform(U,g);
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    return trG;
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  }
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  static Real FourierAccelSteepestDescentStep(std::vector<GaugeMat> &U,Real & alpha, GaugeMat & dmuAmu) {
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    GridBase *grid = U[0]._grid;
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    Real vol = grid->gSites();
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    FFT theFFT((GridCartesian *)grid);
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    LatticeComplex  Fp(grid);
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    LatticeComplex  psq(grid); psq=zero;
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    LatticeComplex  pmu(grid); 
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    LatticeComplex   one(grid); one = Complex(1.0,0.0);
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    GaugeMat g(grid);
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    GaugeMat dmuAmu_p(grid);
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    std::vector<GaugeMat> A(Nd,grid);
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    GaugeLinkToLieAlgebraField(U,A);
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    DmuAmu(A,dmuAmu);
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    theFFT.FFT_all_dim(dmuAmu_p,dmuAmu,FFT::forward);
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    //////////////////////////////////
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    // Work out Fp = psq_max/ psq...
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    //////////////////////////////////
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    std::vector<int> latt_size = grid->GlobalDimensions();
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    std::vector<int> coor(grid->_ndimension,0);
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    for(int mu=0;mu<Nd;mu++) {
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      Real TwoPiL =  M_PI * 2.0/ latt_size[mu];
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      LatticeCoordinate(pmu,mu);
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      pmu = TwoPiL * pmu ;
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      psq = psq + 4.0*sin(pmu*0.5)*sin(pmu*0.5); 
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    }
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    Complex psqMax(16.0);
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    Fp =  psqMax*one/psq;
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    /*
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    static int once;
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    if ( once == 0 ) { 
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      std::cout << " Fp " << Fp <<std::endl;
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      once ++;
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      }*/
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    pokeSite(TComplex(1.0),Fp,coor);
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    dmuAmu_p  = dmuAmu_p * Fp; 
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    theFFT.FFT_all_dim(dmuAmu,dmuAmu_p,FFT::backward);
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    GaugeMat ciadmam(grid);
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    Complex cialpha(0.0,-alpha);
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    ciadmam = dmuAmu*cialpha;
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    SU<Nc>::taExp(ciadmam,g);
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    Real trG = TensorRemove(sum(trace(g))).real()/vol/Nc;
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    SU<Nc>::GaugeTransform(U,g);
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    return trG;
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  }
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  static void ExpiAlphaDmuAmu(const std::vector<GaugeMat> &A,GaugeMat &g,Real & alpha, GaugeMat &dmuAmu) {
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    GridBase *grid = g._grid;
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    Complex cialpha(0.0,-alpha);
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    GaugeMat ciadmam(grid);
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    DmuAmu(A,dmuAmu);
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    ciadmam = dmuAmu*cialpha;
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    SU<Nc>::taExp(ciadmam,g);
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  }  
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};
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