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				https://github.com/paboyle/Grid.git
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	Note:FFT shoud be GridFFT (Not change yet).
Gauge fix with FFt is added (tests/core)
This commit is contained in:
		@@ -674,6 +674,37 @@ class SU {
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      out += la;
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    }
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  }
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/*
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 add GaugeTrans
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*/
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template<typename GaugeField,typename GaugeMat>
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  static void GaugeTransform( GaugeField &Umu, GaugeMat &g){
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    GridBase *grid = Umu._grid;
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    conformable(grid,g._grid);
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    GaugeMat U(grid);
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    GaugeMat ag(grid); ag = adj(g);
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    for(int mu=0;mu<Nd;mu++){
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      U= PeekIndex<LorentzIndex>(Umu,mu);
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      U = g*U*Cshift(ag, mu, 1);
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      PokeIndex<LorentzIndex>(Umu,U,mu);
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    }
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  }
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  template<typename GaugeMat>
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    static void GaugeTransform( std::vector<GaugeMat> &U, GaugeMat &g){
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    GridBase *grid = g._grid;
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    GaugeMat ag(grid); ag = adj(g);
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    for(int mu=0;mu<Nd;mu++){
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      U[mu] = g*U[mu]*Cshift(ag, mu, 1);
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    }
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  }
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  template<typename GaugeField,typename GaugeMat>
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  static void RandomGaugeTransform(GridParallelRNG &pRNG, GaugeField &Umu, GaugeMat &g){
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    LieRandomize(pRNG,g,1.0);
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    GaugeTransform(Umu,g);
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  }
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  // Projects the algebra components a lattice matrix (of dimension ncol*ncol -1 )
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  // inverse operation: FundamentalLieAlgebraMatrix
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@@ -441,6 +441,8 @@ int main (int argc, char ** argv)
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  }
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  {
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    /*
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     * 
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    typedef GaugeImplTypes<vComplexD, 1> QEDGimplTypesD;
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    typedef Photon<QEDGimplTypesD>       QEDGaction;
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@@ -450,6 +452,7 @@ int main (int argc, char ** argv)
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    Maxwell.FreePropagator (Source,Prop);
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    std::cout << " MaxwellFree propagator\n";
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    */
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  }
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  Grid_finalize();
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}
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		||||
							
								
								
									
										301
									
								
								tests/core/Test_fft_gfix.cc
									
									
									
									
									
										Normal file
									
								
							
							
						
						
									
										301
									
								
								tests/core/Test_fft_gfix.cc
									
									
									
									
									
										Normal file
									
								
							@@ -0,0 +1,301 @@
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    /*************************************************************************************
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    grid` physics library, www.github.com/paboyle/Grid 
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    Source file: ./tests/Test_cshift.cc
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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
 | 
			
		||||
    (at your option) any later version.
 | 
			
		||||
 | 
			
		||||
    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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#include <Grid/qcd/action/gauge/Photon.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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//      ImplComplex cmi(0.0,-1.0);
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      ComplexD 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,RealD & alpha,int maxiter,RealD Omega_tol, RealD Phi_tol) {
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    GridBase *grid = Umu._grid;
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    RealD org_plaq      =WilsonLoops<Gimpl>::avgPlaquette(Umu);
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    RealD org_link_trace=WilsonLoops<Gimpl>::linkTrace(Umu); 
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    RealD old_trace = org_link_trace;
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    RealD 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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      //trG = SteepestDescentStep(U,alpha,dmuAmu);
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      trG = FourierAccelSteepestDescentStep(U,alpha,dmuAmu);
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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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	RealD plaq      =WilsonLoops<Gimpl>::avgPlaquette(Umu);
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	RealD link_trace=WilsonLoops<Gimpl>::linkTrace(Umu); 
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	std::cout << GridLogMessage << " Iteration "<<i<< " plaq= "<<plaq<< " dmuAmu " << norm2(dmuAmu)<< std::endl;
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	RealD Phi  = 1.0 - old_trace / link_trace ;
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	RealD 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 RealD SteepestDescentStep(std::vector<GaugeMat> &U,RealD & 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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    RealD vol = grid->gSites();
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    RealD 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 RealD FourierAccelSteepestDescentStep(std::vector<GaugeMat> &U,RealD & alpha, GaugeMat & dmuAmu) {
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    GridBase *grid = U[0]._grid;
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    RealD 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 = ComplexD(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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      RealD 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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    ComplexD psqMax(16.0);
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    Fp =  psqMax*one/psq;
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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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		||||
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    theFFT.FFT_all_dim(dmuAmu,dmuAmu_p,FFT::backward);
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		||||
 | 
			
		||||
    GaugeMat ciadmam(grid);
 | 
			
		||||
    ComplexD cialpha(0.0,-alpha);
 | 
			
		||||
    ciadmam = dmuAmu*cialpha;
 | 
			
		||||
    SU<Nc>::taExp(ciadmam,g);
 | 
			
		||||
 | 
			
		||||
    RealD trG = TensorRemove(sum(trace(g))).real()/vol/Nc;
 | 
			
		||||
 | 
			
		||||
    SU<Nc>::GaugeTransform(U,g);
 | 
			
		||||
 | 
			
		||||
    return trG;
 | 
			
		||||
  }
 | 
			
		||||
 | 
			
		||||
  static void ExpiAlphaDmuAmu(const std::vector<GaugeMat> &A,GaugeMat &g,RealD & alpha, GaugeMat &dmuAmu) {
 | 
			
		||||
    GridBase *grid = g._grid;
 | 
			
		||||
    ComplexD cialpha(0.0,-alpha);
 | 
			
		||||
    GaugeMat ciadmam(grid);
 | 
			
		||||
    DmuAmu(A,dmuAmu);
 | 
			
		||||
    ciadmam = dmuAmu*cialpha;
 | 
			
		||||
    SU<Nc>::taExp(ciadmam,g);
 | 
			
		||||
  }  
 | 
			
		||||
/*
 | 
			
		||||
  ////////////////////////////////////////////////////////////////
 | 
			
		||||
  // NB The FT for fields living on links has an extra phase in it
 | 
			
		||||
  // Could add these to the FFT class as a later task since this code
 | 
			
		||||
  // might be reused elsewhere ????
 | 
			
		||||
  ////////////////////////////////////////////////////////////////
 | 
			
		||||
  static void InverseFourierTransformAmu(FFT &theFFT,const std::vector<GaugeMat> &Ap,std::vector<GaugeMat> &Ax) {
 | 
			
		||||
    GridBase * grid = theFFT.Grid();
 | 
			
		||||
    std::vector<int> latt_size = grid->GlobalDimensions();
 | 
			
		||||
 | 
			
		||||
    ComplexField  pmu(grid);
 | 
			
		||||
    ComplexField  pha(grid);
 | 
			
		||||
    GaugeMat      Apha(grid);
 | 
			
		||||
 | 
			
		||||
    ComplexD ci(0.0,1.0);
 | 
			
		||||
 | 
			
		||||
    for(int mu=0;mu<Nd;mu++){
 | 
			
		||||
 | 
			
		||||
      RealD TwoPiL =  M_PI * 2.0/ latt_size[mu];
 | 
			
		||||
      LatticeCoordinate(pmu,mu);
 | 
			
		||||
      pmu = TwoPiL * pmu ;
 | 
			
		||||
      pha = exp(pmu *  (0.5 *ci)); // e(ipmu/2) since Amu(x+mu/2)
 | 
			
		||||
 | 
			
		||||
      Apha = Ap[mu] * pha;
 | 
			
		||||
 | 
			
		||||
      theFFT.FFT_all_dim(Apha,Ax[mu],FFT::backward);
 | 
			
		||||
    }
 | 
			
		||||
  }
 | 
			
		||||
  static void FourierTransformAmu(FFT & theFFT,const std::vector<GaugeMat> &Ax,std::vector<GaugeMat> &Ap) {
 | 
			
		||||
    GridBase * grid = theFFT.Grid();
 | 
			
		||||
    std::vector<int> latt_size = grid->GlobalDimensions();
 | 
			
		||||
 | 
			
		||||
    ComplexField  pmu(grid);
 | 
			
		||||
    ComplexField  pha(grid);
 | 
			
		||||
    ComplexD ci(0.0,1.0);
 | 
			
		||||
    
 | 
			
		||||
    // Sign convention for FFTW calls:
 | 
			
		||||
    // A(x)= Sum_p e^ipx A(p) / V
 | 
			
		||||
    // A(p)= Sum_p e^-ipx A(x)
 | 
			
		||||
 | 
			
		||||
    for(int mu=0;mu<Nd;mu++){
 | 
			
		||||
      RealD TwoPiL =  M_PI * 2.0/ latt_size[mu];
 | 
			
		||||
      LatticeCoordinate(pmu,mu);
 | 
			
		||||
      pmu = TwoPiL * pmu ;
 | 
			
		||||
      pha = exp(-pmu *  (0.5 *ci)); // e(+ipmu/2) since Amu(x+mu/2)
 | 
			
		||||
 | 
			
		||||
      theFFT.FFT_all_dim(Ax[mu],Ap[mu],FFT::backward);
 | 
			
		||||
      Ap[mu] = Ap[mu] * pha;
 | 
			
		||||
    }
 | 
			
		||||
  }
 | 
			
		||||
*/
 | 
			
		||||
};
 | 
			
		||||
 | 
			
		||||
int main (int argc, char ** argv)
 | 
			
		||||
{
 | 
			
		||||
  std::vector<int> seeds({1,2,3,4});
 | 
			
		||||
 | 
			
		||||
  Grid_init(&argc,&argv);
 | 
			
		||||
 | 
			
		||||
  int threads = GridThread::GetThreads();
 | 
			
		||||
 | 
			
		||||
  std::vector<int> latt_size   = GridDefaultLatt();
 | 
			
		||||
  std::vector<int> simd_layout( { vComplexD::Nsimd(),1,1,1});
 | 
			
		||||
  std::vector<int> mpi_layout  = GridDefaultMpi();
 | 
			
		||||
 | 
			
		||||
  int vol = 1;
 | 
			
		||||
  for(int d=0;d<latt_size.size();d++){
 | 
			
		||||
    vol = vol * latt_size[d];
 | 
			
		||||
  }
 | 
			
		||||
 | 
			
		||||
  GridCartesian         GRID(latt_size,simd_layout,mpi_layout);
 | 
			
		||||
  GridSerialRNG          sRNG;  sRNG.SeedFixedIntegers(seeds); // naughty seeding
 | 
			
		||||
  GridParallelRNG          pRNG(&GRID);   pRNG.SeedFixedIntegers(seeds);
 | 
			
		||||
 | 
			
		||||
  FFT theFFT(&GRID);
 | 
			
		||||
 | 
			
		||||
  std::cout<<GridLogMessage << "Grid is setup to use "<<threads<<" threads"<<std::endl;
 | 
			
		||||
 | 
			
		||||
  std::cout<< "*****************************************************************" <<std::endl;
 | 
			
		||||
  std::cout<< "* Testing we can gauge fix steep descent a RGT of Unit gauge    *" <<std::endl;
 | 
			
		||||
  std::cout<< "*****************************************************************" <<std::endl;
 | 
			
		||||
 | 
			
		||||
  LatticeGaugeFieldD   Umu(&GRID);
 | 
			
		||||
  LatticeGaugeFieldD   Uorg(&GRID);
 | 
			
		||||
  LatticeColourMatrixD   g(&GRID); // Gauge xform
 | 
			
		||||
 | 
			
		||||
  
 | 
			
		||||
  SU3::ColdConfiguration(pRNG,Umu); // Unit gauge
 | 
			
		||||
  Uorg=Umu;
 | 
			
		||||
 | 
			
		||||
  SU3::RandomGaugeTransform(pRNG,Umu,g); // Unit gauge
 | 
			
		||||
  RealD plaq=WilsonLoops<PeriodicGimplD>::avgPlaquette(Umu);
 | 
			
		||||
  std::cout << " Initial plaquette "<<plaq << std::endl;
 | 
			
		||||
 | 
			
		||||
 | 
			
		||||
 | 
			
		||||
  RealD alpha=0.1;
 | 
			
		||||
  FourierAcceleratedGaugeFixer<PeriodicGimplD>::SteepestDescentGaugeFix(Umu,alpha,10000,1.0e-10, 1.0e-10);
 | 
			
		||||
 | 
			
		||||
 | 
			
		||||
  plaq=WilsonLoops<PeriodicGimplD>::avgPlaquette(Umu);
 | 
			
		||||
  std::cout << " Final plaquette "<<plaq << std::endl;
 | 
			
		||||
 | 
			
		||||
  Uorg = Uorg - Umu;
 | 
			
		||||
  std::cout << " Norm Difference "<< norm2(Uorg) << std::endl;
 | 
			
		||||
 | 
			
		||||
 | 
			
		||||
  //  std::cout<< "*****************************************************************" <<std::endl;
 | 
			
		||||
  //  std::cout<< "* Testing Fourier accelerated fixing                            *" <<std::endl;
 | 
			
		||||
  //  std::cout<< "*****************************************************************" <<std::endl;
 | 
			
		||||
 | 
			
		||||
  //  std::cout<< "*****************************************************************" <<std::endl;
 | 
			
		||||
  //  std::cout<< "* Testing non-unit configuration                                *" <<std::endl;
 | 
			
		||||
  //  std::cout<< "*****************************************************************" <<std::endl;
 | 
			
		||||
 | 
			
		||||
 | 
			
		||||
 | 
			
		||||
  Grid_finalize();
 | 
			
		||||
}
 | 
			
		||||
		Reference in New Issue
	
	Block a user