No compile on comms == none fix

Think this is nearly there

configure.ac

@@ -550,6 +550,7 @@ AC_CONFIG_FILES(tests/forces/Makefile)
 AC_CONFIG_FILES(tests/hadrons/Makefile)
 AC_CONFIG_FILES(tests/hmc/Makefile)
 AC_CONFIG_FILES(tests/solver/Makefile)
+AC_CONFIG_FILES(tests/lanczos/Makefile)
 AC_CONFIG_FILES(tests/smearing/Makefile)
 AC_CONFIG_FILES(tests/qdpxx/Makefile)
 AC_CONFIG_FILES(tests/testu01/Makefile)

extras/Hadrons/Modules.hpp

@@ -1,26 +1,25 @@
-#include <Grid/Hadrons/Modules/MLoop/NoiseLoop.hpp>
+#include <Grid/Hadrons/Modules/MAction/DWF.hpp>
-#include <Grid/Hadrons/Modules/MFermion/GaugeProp.hpp>
+#include <Grid/Hadrons/Modules/MAction/Wilson.hpp>
-#include <Grid/Hadrons/Modules/MContraction/WeakHamiltonian.hpp>
-#include <Grid/Hadrons/Modules/MContraction/Meson.hpp>
-#include <Grid/Hadrons/Modules/MContraction/DiscLoop.hpp>
-#include <Grid/Hadrons/Modules/MContraction/WeakHamiltonianEye.hpp>
 #include <Grid/Hadrons/Modules/MContraction/Baryon.hpp>
+#include <Grid/Hadrons/Modules/MContraction/DiscLoop.hpp>
+#include <Grid/Hadrons/Modules/MContraction/Gamma3pt.hpp>
+#include <Grid/Hadrons/Modules/MContraction/Meson.hpp>
+#include <Grid/Hadrons/Modules/MContraction/WeakHamiltonian.hpp>
+#include <Grid/Hadrons/Modules/MContraction/WeakHamiltonianEye.hpp>
 #include <Grid/Hadrons/Modules/MContraction/WeakHamiltonianNonEye.hpp>
 #include <Grid/Hadrons/Modules/MContraction/WeakNeutral4ptDisc.hpp>
-#include <Grid/Hadrons/Modules/MContraction/Gamma3pt.hpp>
+#include <Grid/Hadrons/Modules/MFermion/GaugeProp.hpp>
-#include <Grid/Hadrons/Modules/MSource/Z2.hpp>
+#include <Grid/Hadrons/Modules/MGauge/Load.hpp>
-#include <Grid/Hadrons/Modules/MSource/SeqGamma.hpp>
+#include <Grid/Hadrons/Modules/MGauge/Random.hpp>
-#include <Grid/Hadrons/Modules/MSource/Point.hpp>
+#include <Grid/Hadrons/Modules/MGauge/StochEm.hpp>
-#include <Grid/Hadrons/Modules/MSource/Wall.hpp>
+#include <Grid/Hadrons/Modules/MGauge/Unit.hpp>
-#include <Grid/Hadrons/Modules/MSource/Laplacian.hpp>
+#include <Grid/Hadrons/Modules/MLoop/NoiseLoop.hpp>
-#include <Grid/Hadrons/Modules/MSolver/RBPrecCG.hpp>
 #include <Grid/Hadrons/Modules/MScalar/ChargedProp.hpp>
 #include <Grid/Hadrons/Modules/MScalar/FreeProp.hpp>
 #include <Grid/Hadrons/Modules/MScalar/Scalar.hpp>
-#include <Grid/Hadrons/Modules/MAction/DWF.hpp>
-#include <Grid/Hadrons/Modules/MAction/Wilson.hpp>
-#include <Grid/Hadrons/Modules/MGauge/StochEm.hpp>
-#include <Grid/Hadrons/Modules/MGauge/Unit.hpp>
-#include <Grid/Hadrons/Modules/MGauge/Random.hpp>
-#include <Grid/Hadrons/Modules/MGauge/Load.hpp>
 #include <Grid/Hadrons/Modules/MSink/Point.hpp>
+#include <Grid/Hadrons/Modules/MSolver/RBPrecCG.hpp>
+#include <Grid/Hadrons/Modules/MSource/Point.hpp>
+#include <Grid/Hadrons/Modules/MSource/SeqGamma.hpp>
+#include <Grid/Hadrons/Modules/MSource/Wall.hpp>
+#include <Grid/Hadrons/Modules/MSource/Z2.hpp>

extras/Hadrons/Modules/MSource/Laplacian.hpp

@@ -1,153 +0,0 @@
-/*************************************************************************************
-
-Grid physics library, www.github.com/paboyle/Grid 
-
-Source file: extras/Hadrons/Modules/MSource/Laplacian.hpp
-
-Copyright (C) 2017
-
-Author: Guido Cossu <guido.cossu@ed.ac.uk>
-
-This program is free software; you can redistribute it and/or modify
-it under the terms of the GNU General Public License as published by
-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,
-but WITHOUT ANY WARRANTY; without even the implied warranty of
-MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
-GNU General Public License for more details.
-
-You should have received a copy of the GNU General Public License along
-with this program; if not, write to the Free Software Foundation, Inc.,
-51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
-
-See the full license in the file "LICENSE" in the top level distribution directory
-*************************************************************************************/
-/*  END LEGAL */
-
-#ifndef Hadrons_MSource_Laplacian_hpp_
-#define Hadrons_MSource_Laplacian_hpp_
-
-#include <Grid/Hadrons/Global.hpp>
-#include <Grid/Hadrons/Module.hpp>
-#include <Grid/Hadrons/ModuleFactory.hpp>
-
-BEGIN_HADRONS_NAMESPACE
-
-/*
- 
- Laplacian smearing source
- -----------------------------
- 
- * options:
- - source: name of source object to be smeared (string)
- - N: number of steps (integer)
- - alpha: smearing parameter (real)
- 
- */
-
-/******************************************************************************
- *                          Laplace smearing operator                         *
- ******************************************************************************/
-BEGIN_MODULE_NAMESPACE(MSource)
-
-class LaplacianPar : Serializable
-{
-  public:
-    GRID_SERIALIZABLE_CLASS_MEMBERS(LaplacianPar,
-                                    std::string, source,
-                                    std::string, gauge,
-                                    unsigned int, N,
-                                    double, alpha);
-};
-
-template <typename FImpl>
-class TLaplacian : public Module<LaplacianPar>
-{
-  public:
-    FERM_TYPE_ALIASES(FImpl, );
-
-  public:
-    // constructor
-    TLaplacian(const std::string name);
-    // destructor
-    virtual ~TLaplacian(void) = default;
-    // dependency relation
-    virtual std::vector<std::string> getInput(void);
-    virtual std::vector<std::string> getOutput(void);
-    // setup
-    virtual void setup(void);
-    // execution
-    virtual void execute(void);
-};
-
-MODULE_REGISTER_NS(LaplaceSmearing, TLaplacian<FIMPL>, MSource);
-
-/******************************************************************************
- *                       TLaplacian template implementation                   *
- ******************************************************************************/
-// constructor /////////////////////////////////////////////////////////////////
-template <typename FImpl>
-TLaplacian<FImpl>::TLaplacian(const std::string name)
-    : Module<LaplacianPar>(name)
-{
-}
-
-// dependencies/products ///////////////////////////////////////////////////////
-template <typename FImpl>
-std::vector<std::string> TLaplacian<FImpl>::getInput(void)
-{
-    std::vector<std::string> in = {par().source, par().gauge};
-
-    return in;
-}
-
-template <typename FImpl>
-std::vector<std::string> TLaplacian<FImpl>::getOutput(void)
-{
-    std::vector<std::string> out = {getName()};
-
-    return out;
-}
-
-// setup ///////////////////////////////////////////////////////////////////////
-template <typename FImpl>
-void TLaplacian<FImpl>::setup(void)
-{
-    env().template registerLattice<PropagatorField>(getName());
-}
-
-// execution ///////////////////////////////////////////////////////////////////
-template <typename FImpl>
-void TLaplacian<FImpl>::execute(void)
-{
-
-    FermionField source(env().getGrid()), tmp(env().getGrid());
-    PropagatorField &SmrSrc = *env().template createLattice<PropagatorField>(getName());
-    PropagatorField &fullSrc = *env().template getObject<PropagatorField>(par().source);
-    auto &U      = *env().template getObject<LatticeGaugeField>(par().gauge);
-    Laplacian<FImpl> LaplaceOperator(env().getGrid());
-    LaplaceOperator.ImportGauge(U);
-    double prefactor = par().alpha / (double)(par().N);
-
-    for (unsigned int s = 0; s < Ns; ++s)
-    {
-        for (unsigned int c = 0; c < Nc; ++c)
-        {
-            PropToFerm(source, fullSrc, s, c);
-            for (int smr = 0; smr < par().N; ++smr)
-            {
-                LaplaceOperator.M(source, tmp);
-                source += prefactor * tmp;
-            }
-            FermToProp(SmrSrc, source, s, c);
-        }
-    }
-}
-
-END_MODULE_NAMESPACE
-
-END_HADRONS_NAMESPACE
-
-#endif // Hadrons_MSource_Z2_hpp_

extras/Hadrons/modules.inc

@@ -1,39 +1,38 @@
 modules_cc =\
+  Modules/MContraction/WeakHamiltonianEye.cc \
   Modules/MContraction/WeakHamiltonianNonEye.cc \
   Modules/MContraction/WeakNeutral4ptDisc.cc \
-  Modules/MContraction/WeakHamiltonianEye.cc \
+  Modules/MGauge/Load.cc \
-  Modules/MScalar/FreeProp.cc \
-  Modules/MScalar/ChargedProp.cc \
-  Modules/MGauge/Unit.cc \
   Modules/MGauge/Random.cc \
   Modules/MGauge/StochEm.cc \
-  Modules/MGauge/Load.cc
+  Modules/MGauge/Unit.cc \
+  Modules/MScalar/ChargedProp.cc \
+  Modules/MScalar/FreeProp.cc
 
 modules_hpp =\
-  Modules/MLoop/NoiseLoop.hpp \
+  Modules/MAction/DWF.hpp \
-  Modules/MFermion/GaugeProp.hpp \
+  Modules/MAction/Wilson.hpp \
-  Modules/MContraction/WeakHamiltonian.hpp \
-  Modules/MContraction/Meson.hpp \
-  Modules/MContraction/DiscLoop.hpp \
-  Modules/MContraction/WeakHamiltonianEye.hpp \
   Modules/MContraction/Baryon.hpp \
+  Modules/MContraction/DiscLoop.hpp \
+  Modules/MContraction/Gamma3pt.hpp \
+  Modules/MContraction/Meson.hpp \
+  Modules/MContraction/WeakHamiltonian.hpp \
+  Modules/MContraction/WeakHamiltonianEye.hpp \
   Modules/MContraction/WeakHamiltonianNonEye.hpp \
   Modules/MContraction/WeakNeutral4ptDisc.hpp \
-  Modules/MContraction/Gamma3pt.hpp \
+  Modules/MFermion/GaugeProp.hpp \
-  Modules/MSource/Z2.hpp \
+  Modules/MGauge/Load.hpp \
-  Modules/MSource/SeqGamma.hpp \
+  Modules/MGauge/Random.hpp \
-  Modules/MSource/Point.hpp \
+  Modules/MGauge/StochEm.hpp \
-  Modules/MSource/Wall.hpp \
+  Modules/MGauge/Unit.hpp \
-  Modules/MSource/Laplacian.hpp \
+  Modules/MLoop/NoiseLoop.hpp \
-  Modules/MSolver/RBPrecCG.hpp \
   Modules/MScalar/ChargedProp.hpp \
   Modules/MScalar/FreeProp.hpp \
   Modules/MScalar/Scalar.hpp \
-  Modules/MAction/DWF.hpp \
+  Modules/MSink/Point.hpp \
-  Modules/MAction/Wilson.hpp \
+  Modules/MSolver/RBPrecCG.hpp \
-  Modules/MGauge/StochEm.hpp \
+  Modules/MSource/Point.hpp \
-  Modules/MGauge/Unit.hpp \
+  Modules/MSource/SeqGamma.hpp \
-  Modules/MGauge/Random.hpp \
+  Modules/MSource/Wall.hpp \
-  Modules/MGauge/Load.hpp \
+  Modules/MSource/Z2.hpp
-  Modules/MSink/Point.hpp
 

lib/algorithms/CoarsenedMatrix.h

@@ -103,29 +103,32 @@ namespace Grid {
     GridBase *CoarseGrid;
     GridBase *FineGrid;
     std::vector<Lattice<Fobj> > subspace;
+    int checkerboard;
 
-    Aggregation(GridBase *_CoarseGrid,GridBase *_FineGrid) : 
+  Aggregation(GridBase *_CoarseGrid,GridBase *_FineGrid,int _checkerboard) : 
-      CoarseGrid(_CoarseGrid),
+    CoarseGrid(_CoarseGrid),
       FineGrid(_FineGrid),
-      subspace(nbasis,_FineGrid)
+      subspace(nbasis,_FineGrid),
+      checkerboard(_checkerboard)
 	{
 	};
   
     void Orthogonalise(void){
       CoarseScalar InnerProd(CoarseGrid); 
+      std::cout << GridLogMessage <<" Gramm-Schmidt pass 1"<<std::endl;
       blockOrthogonalise(InnerProd,subspace);
+      std::cout << GridLogMessage <<" Gramm-Schmidt pass 2"<<std::endl;
+      blockOrthogonalise(InnerProd,subspace);
+      //      std::cout << GridLogMessage <<" Gramm-Schmidt checking orthogonality"<<std::endl;
+      //      CheckOrthogonal();
     } 
     void CheckOrthogonal(void){
       CoarseVector iProj(CoarseGrid); 
       CoarseVector eProj(CoarseGrid); 
-      Lattice<CComplex> pokey(CoarseGrid);
-
-      
       for(int i=0;i<nbasis;i++){
 	blockProject(iProj,subspace[i],subspace);
-
 	eProj=zero; 
-	for(int ss=0;ss<CoarseGrid->oSites();ss++){
+	parallel_for(int ss=0;ss<CoarseGrid->oSites();ss++){
 	  eProj._odata[ss](i)=CComplex(1.0);
 	}
 	eProj=eProj - iProj;
@@ -137,6 +140,7 @@ namespace Grid {
       blockProject(CoarseVec,FineVec,subspace);
     }
     void PromoteFromSubspace(const CoarseVector &CoarseVec,FineField &FineVec){
+      FineVec.checkerboard = subspace[0].checkerboard;
       blockPromote(CoarseVec,FineVec,subspace);
     }
     void CreateSubspaceRandom(GridParallelRNG &RNG){
@@ -147,6 +151,7 @@ namespace Grid {
       Orthogonalise();
     }
 
+    /*
     virtual void CreateSubspaceLanczos(GridParallelRNG  &RNG,LinearOperatorBase<FineField> &hermop,int nn=nbasis) 
     {
       // Run a Lanczos with sloppy convergence
@@ -195,7 +200,7 @@ namespace Grid {
 	  std::cout << GridLogMessage <<"subspace["<<b<<"] = "<<norm2(subspace[b])<<std::endl;
 	}
     }
-
+    */
     virtual void CreateSubspace(GridParallelRNG  &RNG,LinearOperatorBase<FineField> &hermop,int nn=nbasis) {
 
       RealD scale;

lib/algorithms/LinearOperator.h

@@ -162,15 +162,10 @@ namespace Grid {
 	_Mat.M(in,out);
       }
       void HermOpAndNorm(const Field &in, Field &out,RealD &n1,RealD &n2){
-	ComplexD dot;
-
 	_Mat.M(in,out);
 	
-	dot= innerProduct(in,out);
+	ComplexD dot= innerProduct(in,out); n1=real(dot);
-	n1=real(dot);
+	n2=norm2(out);
-
-	dot = innerProduct(out,out);
-	n2=real(dot);
       }
       void HermOp(const Field &in, Field &out){
 	_Mat.M(in,out);
@@ -192,10 +187,10 @@ namespace Grid {
 	ni=Mpc(in,tmp);
 	no=MpcDag(tmp,out);
       }
-      void HermOpAndNorm(const Field &in, Field &out,RealD &n1,RealD &n2){
+      virtual void HermOpAndNorm(const Field &in, Field &out,RealD &n1,RealD &n2){
 	MpcDagMpc(in,out,n1,n2);
       }
-      void HermOp(const Field &in, Field &out){
+      virtual void HermOp(const Field &in, Field &out){
 	RealD n1,n2;
 	HermOpAndNorm(in,out,n1,n2);
       }
@@ -212,7 +207,6 @@ namespace Grid {
       void OpDir  (const Field &in, Field &out,int dir,int disp) {
 	assert(0);
       }
-
     };
     template<class Matrix,class Field>
       class SchurDiagMooeeOperator :  public SchurOperatorBase<Field> {
@@ -270,7 +264,6 @@ namespace Grid {
 	return axpy_norm(out,-1.0,tmp,in);
       }
     };
-
     template<class Matrix,class Field>
       class SchurDiagTwoOperator :  public SchurOperatorBase<Field> {
     protected:
@@ -299,6 +292,45 @@ namespace Grid {
 	return axpy_norm(out,-1.0,tmp,in);
       }
     };
+    ///////////////////////////////////////////////////////////////////////////////////////////////////
+    // Left  handed Moo^-1 ; (Moo - Moe Mee^-1 Meo) psi = eta  -->  ( 1 - Moo^-1 Moe Mee^-1 Meo ) psi = Moo^-1 eta
+    // Right handed Moo^-1 ; (Moo - Moe Mee^-1 Meo) Moo^-1 Moo psi = eta  -->  ( 1 - Moe Mee^-1 Meo ) Moo^-1 phi=eta ; psi = Moo^-1 phi
+    ///////////////////////////////////////////////////////////////////////////////////////////////////
+    template<class Matrix,class Field> using SchurDiagOneRH = SchurDiagTwoOperator<Matrix,Field> ;
+    template<class Matrix,class Field> using SchurDiagOneLH = SchurDiagOneOperator<Matrix,Field> ;
+    ///////////////////////////////////////////////////////////////////////////////////////////////////
+    //  Staggered use
+    ///////////////////////////////////////////////////////////////////////////////////////////////////
+    template<class Matrix,class Field>
+      class SchurStaggeredOperator :  public SchurOperatorBase<Field> {
+    protected:
+      Matrix &_Mat;
+    public:
+      SchurStaggeredOperator (Matrix &Mat): _Mat(Mat){};
+      virtual void HermOpAndNorm(const Field &in, Field &out,RealD &n1,RealD &n2){
+	n2 = Mpc(in,out);
+	ComplexD dot= innerProduct(in,out);
+	n1 = real(dot);
+      }
+      virtual void HermOp(const Field &in, Field &out){
+	Mpc(in,out);
+      }
+      virtual  RealD Mpc      (const Field &in, Field &out) {
+	Field tmp(in._grid);
+	_Mat.Meooe(in,tmp);
+	_Mat.MooeeInv(tmp,out);
+	_Mat.Meooe(out,tmp);
+	_Mat.Mooee(in,out);
+        return axpy_norm(out,-1.0,tmp,out);
+      }
+      virtual  RealD MpcDag   (const Field &in, Field &out){
+	return Mpc(in,out);
+      }
+      virtual void MpcDagMpc(const Field &in, Field &out,RealD &ni,RealD &no) {
+	assert(0);// Never need with staggered
+      }
+    };
+    template<class Matrix,class Field> using SchurStagOperator = SchurStaggeredOperator<Matrix,Field>;
 
 
     /////////////////////////////////////////////////////////////
@@ -314,6 +346,14 @@ namespace Grid {
       virtual void operator() (const Field &in, Field &out) = 0;
     };
 
+    template<class Field> class IdentityLinearFunction : public LinearFunction<Field> {
+    public:
+      void operator() (const Field &in, Field &out){
+	out = in;
+      };
+    };
+
+
     /////////////////////////////////////////////////////////////
     // Base classes for Multishift solvers for operators
     /////////////////////////////////////////////////////////////
@@ -336,6 +376,64 @@ namespace Grid {
      };
     */
 
+  ////////////////////////////////////////////////////////////////////////////////////////////
+  // Hermitian operator Linear function and operator function
+  ////////////////////////////////////////////////////////////////////////////////////////////
+    template<class Field>
+      class HermOpOperatorFunction : public OperatorFunction<Field> {
+      void operator() (LinearOperatorBase<Field> &Linop, const Field &in, Field &out) {
+	Linop.HermOp(in,out);
+      };
+    };
+
+    template<typename Field>
+      class PlainHermOp : public LinearFunction<Field> {
+    public:
+      LinearOperatorBase<Field> &_Linop;
+      
+      PlainHermOp(LinearOperatorBase<Field>& linop) : _Linop(linop) 
+      {}
+      
+      void operator()(const Field& in, Field& out) {
+	_Linop.HermOp(in,out);
+      }
+    };
+
+    template<typename Field>
+    class FunctionHermOp : public LinearFunction<Field> {
+    public:
+      OperatorFunction<Field>   & _poly;
+      LinearOperatorBase<Field> &_Linop;
+      
+      FunctionHermOp(OperatorFunction<Field> & poly,LinearOperatorBase<Field>& linop) 
+	: _poly(poly), _Linop(linop) {};
+      
+      void operator()(const Field& in, Field& out) {
+	_poly(_Linop,in,out);
+      }
+    };
+
+  template<class Field>
+  class Polynomial : public OperatorFunction<Field> {
+  private:
+    std::vector<RealD> Coeffs;
+  public:
+    Polynomial(std::vector<RealD> &_Coeffs) : Coeffs(_Coeffs) { };
+
+    // Implement the required interface
+    void operator() (LinearOperatorBase<Field> &Linop, const Field &in, Field &out) {
+
+      Field AtoN(in._grid);
+      Field Mtmp(in._grid);
+      AtoN = in;
+      out = AtoN*Coeffs[0];
+      for(int n=1;n<Coeffs.size();n++){
+	Mtmp = AtoN;
+	Linop.HermOp(Mtmp,AtoN);
+	out=out+AtoN*Coeffs[n];
+      }
+    };
+  };
 
 }
 

lib/algorithms/approx/Chebyshev.h

@@ -8,6 +8,7 @@
 
 Author: Peter Boyle <paboyle@ph.ed.ac.uk>
 Author: paboyle <paboyle@ph.ed.ac.uk>
+Author: Christoph Lehner <clehner@bnl.gov>
 
     This program is free software; you can redistribute it and/or modify
     it under the terms of the GNU General Public License as published by
@@ -33,41 +34,12 @@ Author: paboyle <paboyle@ph.ed.ac.uk>
 
 namespace Grid {
 
-  ////////////////////////////////////////////////////////////////////////////////////////////
+struct ChebyParams : Serializable {
-  // Simple general polynomial with user supplied coefficients
+  GRID_SERIALIZABLE_CLASS_MEMBERS(ChebyParams,
-  ////////////////////////////////////////////////////////////////////////////////////////////
+				  RealD, alpha,  
-  template<class Field>
+				  RealD, beta,   
-  class HermOpOperatorFunction : public OperatorFunction<Field> {
+				  int, Npoly);
-    void operator() (LinearOperatorBase<Field> &Linop, const Field &in, Field &out) {
+};
-      Linop.HermOp(in,out);
-    };
-  };
-
-  template<class Field>
-  class Polynomial : public OperatorFunction<Field> {
-  private:
-    std::vector<RealD> Coeffs;
-  public:
-    Polynomial(std::vector<RealD> &_Coeffs) : Coeffs(_Coeffs) { };
-
-    // Implement the required interface
-    void operator() (LinearOperatorBase<Field> &Linop, const Field &in, Field &out) {
-
-      Field AtoN(in._grid);
-      Field Mtmp(in._grid);
-      AtoN = in;
-      out = AtoN*Coeffs[0];
-//            std::cout <<"Poly in " <<norm2(in)<<" size "<< Coeffs.size()<<std::endl;
-//            std::cout <<"Coeffs[0]= "<<Coeffs[0]<< " 0 " <<norm2(out)<<std::endl;
-      for(int n=1;n<Coeffs.size();n++){
-	Mtmp = AtoN;
-	Linop.HermOp(Mtmp,AtoN);
-	out=out+AtoN*Coeffs[n];
-//            std::cout <<"Coeffs "<<n<<"= "<< Coeffs[n]<< " 0 " <<std::endl;
-//		std::cout << n<<" " <<norm2(out)<<std::endl;
-      }
-    };
-  };
 
   ////////////////////////////////////////////////////////////////////////////////////////////
   // Generic Chebyshev approximations
@@ -82,8 +54,10 @@ namespace Grid {
 
   public:
     void csv(std::ostream &out){
-	RealD diff = hi-lo;
+      RealD diff = hi-lo;
-      for (RealD x=lo-0.2*diff; x<hi+0.2*diff; x+=(hi-lo)/1000) {
+      RealD delta = (hi-lo)*1.0e-9;
+      for (RealD x=lo; x<hi; x+=delta) {
+	delta*=1.1;
 	RealD f = approx(x);
 	out<< x<<" "<<f<<std::endl;
       }
@@ -99,6 +73,7 @@ namespace Grid {
     };
 
     Chebyshev(){};
+    Chebyshev(ChebyParams p){ Init(p.alpha,p.beta,p.Npoly);};
     Chebyshev(RealD _lo,RealD _hi,int _order, RealD (* func)(RealD) ) {Init(_lo,_hi,_order,func);};
     Chebyshev(RealD _lo,RealD _hi,int _order) {Init(_lo,_hi,_order);};
 
@@ -193,6 +168,47 @@ namespace Grid {
       return sum;
     };
 
+    RealD approxD(RealD x)
+    {
+      RealD Un;
+      RealD Unm;
+      RealD Unp;
+      
+      RealD y=( x-0.5*(hi+lo))/(0.5*(hi-lo));
+      
+      RealD U0=1;
+      RealD U1=2*y;
+      
+      RealD sum;
+      sum = Coeffs[1]*U0;
+      sum+= Coeffs[2]*U1*2.0;
+      
+      Un =U1;
+      Unm=U0;
+      for(int i=2;i<order-1;i++){
+	Unp=2*y*Un-Unm;
+	Unm=Un;
+	Un =Unp;
+	sum+= Un*Coeffs[i+1]*(i+1.0);
+      }
+      return sum/(0.5*(hi-lo));
+    };
+    
+    RealD approxInv(RealD z, RealD x0, int maxiter, RealD resid) {
+      RealD x = x0;
+      RealD eps;
+      
+      int i;
+      for (i=0;i<maxiter;i++) {
+	eps = approx(x) - z;
+	if (fabs(eps / z) < resid)
+	  return x;
+	x = x - eps / approxD(x);
+      }
+      
+      return std::numeric_limits<double>::quiet_NaN();
+    }
+    
     // Implement the required interface
     void operator() (LinearOperatorBase<Field> &Linop, const Field &in, Field &out) {
 

lib/algorithms/iterative/ConjugateGradient.h

@@ -78,12 +78,12 @@ class ConjugateGradient : public OperatorFunction<Field> {
     cp = a;
     ssq = norm2(src);
 
-    std::cout << GridLogIterative << std::setprecision(4) << "ConjugateGradient: guess " << guess << std::endl;
+    std::cout << GridLogIterative << std::setprecision(8) << "ConjugateGradient: guess " << guess << std::endl;
-    std::cout << GridLogIterative << std::setprecision(4) << "ConjugateGradient:   src " << ssq << std::endl;
+    std::cout << GridLogIterative << std::setprecision(8) << "ConjugateGradient:   src " << ssq << std::endl;
-    std::cout << GridLogIterative << std::setprecision(4) << "ConjugateGradient:    mp " << d << std::endl;
+    std::cout << GridLogIterative << std::setprecision(8) << "ConjugateGradient:    mp " << d << std::endl;
-    std::cout << GridLogIterative << std::setprecision(4) << "ConjugateGradient:   mmp " << b << std::endl;
+    std::cout << GridLogIterative << std::setprecision(8) << "ConjugateGradient:   mmp " << b << std::endl;
-    std::cout << GridLogIterative << std::setprecision(4) << "ConjugateGradient:  cp,r " << cp << std::endl;
+    std::cout << GridLogIterative << std::setprecision(8) << "ConjugateGradient:  cp,r " << cp << std::endl;
-    std::cout << GridLogIterative << std::setprecision(4) << "ConjugateGradient:     p " << a << std::endl;
+    std::cout << GridLogIterative << std::setprecision(8) << "ConjugateGradient:     p " << a << std::endl;
 
     RealD rsq = Tolerance * Tolerance * ssq;
 
@@ -92,7 +92,7 @@ class ConjugateGradient : public OperatorFunction<Field> {
       return;
     }
 
-    std::cout << GridLogIterative << std::setprecision(4)
+    std::cout << GridLogIterative << std::setprecision(8)
               << "ConjugateGradient: k=0 residual " << cp << " target " << rsq << std::endl;
 
     GridStopWatch LinalgTimer;

lib/algorithms/iterative/ImplicitlyRestartedLanczos.h

@@ -7,8 +7,9 @@
     Copyright (C) 2015
 
 Author: Peter Boyle <paboyle@ph.ed.ac.uk>
-Author: Chulwoo Jung
+Author: paboyle <paboyle@ph.ed.ac.uk>
-Author: Guido Cossu
+Author: Chulwoo Jung <chulwoo@bnl.gov>
+Author: Christoph Lehner <clehner@bnl.gov>
 
     This program is free software; you can redistribute it and/or modify
     it under the terms of the GNU General Public License as published by
@@ -27,108 +28,269 @@ Author: Guido Cossu
     See the full license in the file "LICENSE" in the top level distribution directory
     *************************************************************************************/
     /*  END LEGAL */
-#ifndef GRID_IRL_H
+#ifndef GRID_BIRL_H
-#define GRID_IRL_H
+#define GRID_BIRL_H
 
 #include <string.h> //memset
+//#include <zlib.h>
+#include <sys/stat.h>
 
 namespace Grid { 
 
-  enum IRLdiagonalisation { 
+  ////////////////////////////////////////////////////////
-    IRLdiagonaliseWithDSTEGR,
+  // Move following 100 LOC to lattice/Lattice_basis.h
-    IRLdiagonaliseWithQR,
+  ////////////////////////////////////////////////////////
-    IRLdiagonaliseWithEigen
-  };
-
-////////////////////////////////////////////////////////////////////////////////
-// Helper class for sorting the evalues AND evectors by Field
-// Use pointer swizzle on vectors
-////////////////////////////////////////////////////////////////////////////////
 template<class Field>
-class SortEigen {
+void basisOrthogonalize(std::vector<Field> &basis,Field &w,int k) 
- private:
+{
-  static bool less_lmd(RealD left,RealD right){
+  for(int j=0; j<k; ++j){
-    return left > right;
+    auto ip = innerProduct(basis[j],w);
-  }  
+    w = w - ip*basis[j];
-  static bool less_pair(std::pair<RealD,Field const*>& left,
-                        std::pair<RealD,Field const*>& right){
-    return left.first > (right.first);
   }
+}
 
- public:
+template<class Field>
-  void push(std::vector<RealD>& lmd,std::vector<Field>& evec,int N) {
+void basisRotate(std::vector<Field> &basis,Eigen::MatrixXd& Qt,int j0, int j1, int k0,int k1,int Nm) 
+{
+  typedef typename Field::vector_object vobj;
+  GridBase* grid = basis[0]._grid;
       
-    ////////////////////////////////////////////////////////////////////////
+  parallel_region
-    // PAB: FIXME: VERY VERY VERY wasteful: takes a copy of the entire vector set.
+  {
-    //    : The vector reorder should be done by pointer swizzle somehow
+    std::vector < vobj > B(Nm); // Thread private
-    ////////////////////////////////////////////////////////////////////////
-    std::vector<Field> cpy(lmd.size(),evec[0]._grid);
-    for(int i=0;i<lmd.size();i++) cpy[i] = evec[i];
         
-    std::vector<std::pair<RealD, Field const*> > emod(lmd.size());    
+    parallel_for_internal(int ss=0;ss < grid->oSites();ss++){
+      for(int j=j0; j<j1; ++j) B[j]=0.;
       
-    for(int i=0;i<lmd.size();++i)  emod[i] = std::pair<RealD,Field const*>(lmd[i],&cpy[i]);
+      for(int j=j0; j<j1; ++j){
-
+	for(int k=k0; k<k1; ++k){
-    partial_sort(emod.begin(),emod.begin()+N,emod.end(),less_pair);
+	  B[j] +=Qt(j,k) * basis[k]._odata[ss];
-
+	}
-    typename std::vector<std::pair<RealD, Field const*> >::iterator it = emod.begin();
+      }
-    for(int i=0;i<N;++i){
+      for(int j=j0; j<j1; ++j){
-      lmd[i]=it->first;
+	  basis[j]._odata[ss] = B[j];
-      evec[i]=*(it->second);
+      }
-      ++it;
     }
   }
-  void push(std::vector<RealD>& lmd,int N) {
+}
-    std::partial_sort(lmd.begin(),lmd.begin()+N,lmd.end(),less_lmd);
+
+// Extract a single rotated vector
+template<class Field>
+void basisRotateJ(Field &result,std::vector<Field> &basis,Eigen::MatrixXd& Qt,int j, int k0,int k1,int Nm) 
+{
+  typedef typename Field::vector_object vobj;
+  GridBase* grid = basis[0]._grid;
+
+  result.checkerboard = basis[0].checkerboard;
+  parallel_for(int ss=0;ss < grid->oSites();ss++){
+    vobj B = zero;
+    for(int k=k0; k<k1; ++k){
+      B +=Qt(j,k) * basis[k]._odata[ss];
+    }
+    result._odata[ss] = B;
   }
-  bool saturated(RealD lmd, RealD thrs) {
+}
-    return fabs(lmd) > fabs(thrs);
+
+template<class Field>
+void basisReorderInPlace(std::vector<Field> &_v,std::vector<RealD>& sort_vals, std::vector<int>& idx) 
+{
+  int vlen = idx.size();
+
+  assert(vlen>=1);
+  assert(vlen<=sort_vals.size());
+  assert(vlen<=_v.size());
+
+  for (size_t i=0;i<vlen;i++) {
+
+    if (idx[i] != i) {
+
+      //////////////////////////////////////
+      // idx[i] is a table of desired sources giving a permutation.
+      // Swap v[i] with v[idx[i]].
+      // Find  j>i for which _vnew[j] = _vold[i],
+      // track the move idx[j] => idx[i]
+      // track the move idx[i] => i
+      //////////////////////////////////////
+      size_t j;
+      for (j=i;j<idx.size();j++)
+	if (idx[j]==i)
+	  break;
+
+      assert(idx[i] > i);     assert(j!=idx.size());      assert(idx[j]==i);
+
+      std::swap(_v[i]._odata,_v[idx[i]]._odata); // should use vector move constructor, no data copy
+      std::swap(sort_vals[i],sort_vals[idx[i]]);
+
+      idx[j] = idx[i];
+      idx[i] = i;
+    }
   }
-};
+}
+
+inline std::vector<int> basisSortGetIndex(std::vector<RealD>& sort_vals) 
+{
+  std::vector<int> idx(sort_vals.size());
+  std::iota(idx.begin(), idx.end(), 0);
+
+  // sort indexes based on comparing values in v
+  std::sort(idx.begin(), idx.end(), [&sort_vals](int i1, int i2) {
+    return ::fabs(sort_vals[i1]) < ::fabs(sort_vals[i2]);
+  });
+  return idx;
+}
+
+template<class Field>
+void basisSortInPlace(std::vector<Field> & _v,std::vector<RealD>& sort_vals, bool reverse) 
+{
+  std::vector<int> idx = basisSortGetIndex(sort_vals);
+  if (reverse)
+    std::reverse(idx.begin(), idx.end());
+  
+  basisReorderInPlace(_v,sort_vals,idx);
+}
+
+// PAB: faster to compute the inner products first then fuse loops.
+// If performance critical can improve.
+template<class Field>
+void basisDeflate(const std::vector<Field> &_v,const std::vector<RealD>& eval,const Field& src_orig,Field& result) {
+  result = zero;
+  assert(_v.size()==eval.size());
+  int N = (int)_v.size();
+  for (int i=0;i<N;i++) {
+    Field& tmp = _v[i];
+    axpy(result,TensorRemove(innerProduct(tmp,src_orig)) / eval[i],tmp,result);
+  }
+}
 
 /////////////////////////////////////////////////////////////
 // Implicitly restarted lanczos
 /////////////////////////////////////////////////////////////
+template<class Field> class ImplicitlyRestartedLanczosTester 
+{
+ public:
+  virtual int TestConvergence(int j,RealD resid,Field &evec, RealD &eval,RealD evalMaxApprox);
+  virtual int ReconstructEval(int j,RealD resid,Field &evec, RealD &eval,RealD evalMaxApprox);
+};
+
+enum IRLdiagonalisation { 
+  IRLdiagonaliseWithDSTEGR,
+  IRLdiagonaliseWithQR,
+  IRLdiagonaliseWithEigen
+};
+
+template<class Field> class ImplicitlyRestartedLanczosHermOpTester  : public ImplicitlyRestartedLanczosTester<Field>
+{
+ public:
+  LinearFunction<Field>       &_HermOpTest;
+  ImplicitlyRestartedLanczosHermOpTester(LinearFunction<Field> &HermOpTest) : _HermOpTest(HermOpTest)  {  };
+  int ReconstructEval(int j,RealD resid,Field &B, RealD &eval,RealD evalMaxApprox)
+  {
+    return TestConvergence(j,resid,B,eval,evalMaxApprox);
+  }
+  int TestConvergence(int j,RealD eresid,Field &B, RealD &eval,RealD evalMaxApprox)
+  {
+    Field v(B);
+    RealD eval_poly = eval;
+    // Apply operator
+    _HermOpTest(B,v);
+
+    RealD vnum = real(innerProduct(B,v)); // HermOp.
+    RealD vden = norm2(B);
+    RealD vv0  = norm2(v);
+    eval   = vnum/vden;
+    v -= eval*B;
+
+    RealD vv = norm2(v) / ::pow(evalMaxApprox,2.0);
+
+    std::cout.precision(13);
+    std::cout<<GridLogIRL  << "[" << std::setw(3)<<j<<"] "
+	     <<"eval = "<<std::setw(25)<< eval << " (" << eval_poly << ")"
+	     <<" |H B[i] - eval[i]B[i]|^2 / evalMaxApprox^2 " << std::setw(25) << vv
+	     <<std::endl;
+
+    int conv=0;
+    if( (vv<eresid*eresid) ) conv = 1;
+
+    return conv;
+  }
+};
+
 template<class Field> 
 class ImplicitlyRestartedLanczos {
-
+ private:
-private:       
+  const RealD small = 1.0e-8;
-
+  int MaxIter;
-  int MaxIter;   // Max iterations
+  int MinRestart; // Minimum number of restarts; only check for convergence after
-  int Nstop;     // Number of evecs checked for convergence
+  int Nstop;   // Number of evecs checked for convergence
-  int Nk;        // Number of converged sought
+  int Nk;      // Number of converged sought
-  int Nm;        // Nm -- total number of vectors
+  //  int Np;      // Np -- Number of spare vecs in krylov space //  == Nm - Nk
-  RealD eresid;
+  int Nm;      // Nm -- total number of vectors
   IRLdiagonalisation diagonalisation;
-  ////////////////////////////////////
+  int orth_period;
-  // Embedded objects
-  ////////////////////////////////////
-           SortEigen<Field> _sort;
-  LinearOperatorBase<Field> &_Linop;
-    OperatorFunction<Field> &_poly;
     
+  RealD OrthoTime;
+  RealD eresid, betastp;
+  ////////////////////////////////
+  // Embedded objects
+  ////////////////////////////////
+  LinearFunction<Field>       &_HermOp;
+  LinearFunction<Field>       &_HermOpTest;
+  ImplicitlyRestartedLanczosTester<Field> &_Tester;
+  // Default tester provided (we need a ref to something in default case)
+  ImplicitlyRestartedLanczosHermOpTester<Field> SimpleTester;
   /////////////////////////
   // Constructor
   /////////////////////////
+  
 public:       
- ImplicitlyRestartedLanczos(LinearOperatorBase<Field> &Linop, // op
+  //////////////////////////////////////////////////////////////////
-			    OperatorFunction<Field> & poly,   // polynomial
+  // PAB:
-			    int _Nstop, // really sought vecs
+  //////////////////////////////////////////////////////////////////
-			    int _Nk,    // sought vecs
+  // Too many options  & knobs. Do we really need orth_period
-			    int _Nm,    // total vecs
+  // What is the theoretical basis & guarantees of betastp ?
-			    RealD _eresid, // resid in lmd deficit 
+  // Nstop=Nk viable?
-			    int _MaxIter,  // Max iterations
+  // MinRestart avoidable with new convergence test?
-			    IRLdiagonalisation _diagonalisation= IRLdiagonaliseWithEigen ) :
+  // Could cut to HermOp, HermOpTest, Tester, Nk, Nm, resid, maxiter (+diagonalisation)
-    _Linop(Linop),    _poly(poly),
+  // HermOpTest could be eliminated if we dropped the Power method for max eval.
-      Nstop(_Nstop), Nk(_Nk), Nm(_Nm),
+  // -- also: The eval, eval2, eval2_copy stuff is still unnecessarily unclear
-      eresid(_eresid),  MaxIter(_MaxIter),
+  //////////////////////////////////////////////////////////////////
-      diagonalisation(_diagonalisation)
+ ImplicitlyRestartedLanczos(LinearFunction<Field> & HermOp,
-      { };
+			    LinearFunction<Field> & HermOpTest,
+			    ImplicitlyRestartedLanczosTester<Field> & Tester,
+			    int _Nstop, // sought vecs
+			    int _Nk, // sought vecs
+			    int _Nm, // spare vecs
+			    RealD _eresid, // resid in lmdue deficit 
+			    int _MaxIter, // Max iterations
+			    RealD _betastp=0.0, // if beta(k) < betastp: converged
+			    int _MinRestart=1, int _orth_period = 1,
+			    IRLdiagonalisation _diagonalisation= IRLdiagonaliseWithEigen) :
+    SimpleTester(HermOpTest), _HermOp(HermOp),      _HermOpTest(HermOpTest), _Tester(Tester),
+    Nstop(_Nstop)  ,      Nk(_Nk),      Nm(_Nm),
+    eresid(_eresid),      betastp(_betastp),
+    MaxIter(_MaxIter)  ,      MinRestart(_MinRestart),
+    orth_period(_orth_period), diagonalisation(_diagonalisation)  { };
+
+    ImplicitlyRestartedLanczos(LinearFunction<Field> & HermOp,
+			       LinearFunction<Field> & HermOpTest,
+			       int _Nstop, // sought vecs
+			       int _Nk, // sought vecs
+			       int _Nm, // spare vecs
+			       RealD _eresid, // resid in lmdue deficit 
+			       int _MaxIter, // Max iterations
+			       RealD _betastp=0.0, // if beta(k) < betastp: converged
+			       int _MinRestart=1, int _orth_period = 1,
+			       IRLdiagonalisation _diagonalisation= IRLdiagonaliseWithEigen) :
+    SimpleTester(HermOpTest),  _HermOp(HermOp),      _HermOpTest(HermOpTest), _Tester(SimpleTester),
+    Nstop(_Nstop)  ,      Nk(_Nk),      Nm(_Nm),
+    eresid(_eresid),      betastp(_betastp),
+    MaxIter(_MaxIter)  ,      MinRestart(_MinRestart),
+    orth_period(_orth_period), diagonalisation(_diagonalisation)  { };
 
   ////////////////////////////////
   // Helpers
   ////////////////////////////////
-  static RealD normalise(Field& v) 
+  template<typename T>  static RealD normalise(T& v) 
   {
     RealD nn = norm2(v);
     nn = sqrt(nn);
@@ -136,16 +298,12 @@ public:
     return nn;
   }
 
-  void orthogonalize(Field& w, std::vector<Field>& evec, int k)
+  void orthogonalize(Field& w, std::vector<Field>& evec,int k)
   {
-    typedef typename Field::scalar_type MyComplex;
+    OrthoTime-=usecond()/1e6;
-    MyComplex ip;
+    basisOrthogonalize(evec,w,k);
-    
-    for(int j=0; j<k; ++j){
-      ip = innerProduct(evec[j],w); 
-      w = w - ip * evec[j];
-    }
     normalise(w);
+    OrthoTime+=usecond()/1e6;
   }
 
 /* Rudy Arthur's thesis pp.137
@@ -165,184 +323,234 @@ repeat
   →AVK =VKHK +fKe†K † Extend to an M = K + P step factorization AVM = VMHM + fMeM
 until convergence
 */
-  void calc(std::vector<RealD>& eval,  std::vector<Field>& evec, const Field& src, int& Nconv)
+  void calc(std::vector<RealD>& eval, std::vector<Field>& evec,  const Field& src, int& Nconv, bool reverse=true)
   {
+    GridBase *grid = src._grid;
+    assert(grid == evec[0]._grid);
     
-    GridBase *grid = evec[0]._grid;
+    GridLogIRL.TimingMode(1);
-    assert(grid == src._grid);
+    std::cout << GridLogIRL <<"**************************************************************************"<< std::endl;
-    
+    std::cout << GridLogIRL <<" ImplicitlyRestartedLanczos::calc() starting iteration 0 /  "<< MaxIter<< std::endl;
-    std::cout << GridLogMessage <<"**************************************************************************"<< std::endl;
+    std::cout << GridLogIRL <<"**************************************************************************"<< std::endl;
-    std::cout << GridLogMessage <<" ImplicitlyRestartedLanczos::calc() starting iteration 0 /  "<< MaxIter<< std::endl;
+    std::cout << GridLogIRL <<" -- seek   Nk    = " << Nk    <<" vectors"<< std::endl;
-    std::cout << GridLogMessage <<"**************************************************************************"<< std::endl;
+    std::cout << GridLogIRL <<" -- accept Nstop = " << Nstop <<" vectors"<< std::endl;
-    std::cout << GridLogMessage <<" -- seek   Nk    = " << Nk    <<" vectors"<< std::endl;
+    std::cout << GridLogIRL <<" -- total  Nm    = " << Nm    <<" vectors"<< std::endl;
-    std::cout << GridLogMessage <<" -- accept Nstop = " << Nstop <<" vectors"<< std::endl;
+    std::cout << GridLogIRL <<" -- size of eval = " << eval.size() << std::endl;
-    std::cout << GridLogMessage <<" -- total  Nm    = " << Nm    <<" vectors"<< std::endl;
+    std::cout << GridLogIRL <<" -- size of evec = " << evec.size() << std::endl;
-    std::cout << GridLogMessage <<" -- size of eval = " << eval.size() << std::endl;
-    std::cout << GridLogMessage <<" -- size of evec = " << evec.size() << std::endl;
     if ( diagonalisation == IRLdiagonaliseWithDSTEGR ) {
-      std::cout << GridLogMessage << "Diagonalisation is DSTEGR "<<std::endl;
+      std::cout << GridLogIRL << "Diagonalisation is DSTEGR "<<std::endl;
     } else if ( diagonalisation == IRLdiagonaliseWithQR ) { 
-      std::cout << GridLogMessage << "Diagonalisation is QR "<<std::endl;
+      std::cout << GridLogIRL << "Diagonalisation is QR "<<std::endl;
     }  else if ( diagonalisation == IRLdiagonaliseWithEigen ) { 
-      std::cout << GridLogMessage << "Diagonalisation is Eigen "<<std::endl;
+      std::cout << GridLogIRL << "Diagonalisation is Eigen "<<std::endl;
     }
-    std::cout << GridLogMessage <<"**************************************************************************"<< std::endl;
+    std::cout << GridLogIRL <<"**************************************************************************"<< std::endl;
 	
-    assert(Nm == evec.size() && Nm == eval.size());
+    assert(Nm <= evec.size() && Nm <= eval.size());
+    
+    // quickly get an idea of the largest eigenvalue to more properly normalize the residuum
+    RealD evalMaxApprox = 0.0;
+    {
+      auto src_n = src;
+      auto tmp = src;
+      const int _MAX_ITER_IRL_MEVAPP_ = 50;
+      for (int i=0;i<_MAX_ITER_IRL_MEVAPP_;i++) {
+	_HermOpTest(src_n,tmp);
+	RealD vnum = real(innerProduct(src_n,tmp)); // HermOp.
+	RealD vden = norm2(src_n);
+	RealD na = vnum/vden;
+	if (fabs(evalMaxApprox/na - 1.0) < 0.05)
+	  i=_MAX_ITER_IRL_MEVAPP_;
+	evalMaxApprox = na;
+	std::cout << GridLogIRL << " Approximation of largest eigenvalue: " << evalMaxApprox << std::endl;
+	src_n = tmp;
+      }
+    }
 	
     std::vector<RealD> lme(Nm);  
     std::vector<RealD> lme2(Nm);
     std::vector<RealD> eval2(Nm);
-
+    std::vector<RealD> eval2_copy(Nm);
-    Eigen::MatrixXd    Qt = Eigen::MatrixXd::Zero(Nm,Nm);
+    Eigen::MatrixXd Qt = Eigen::MatrixXd::Zero(Nm,Nm);
-
-    std::vector<int>   Iconv(Nm);
-    std::vector<Field>  B(Nm,grid); // waste of space replicating
 
     Field f(grid);
     Field v(grid);
-    
     int k1 = 1;
     int k2 = Nk;
+    RealD beta_k;
 
     Nconv = 0;
   
-    RealD beta_k;
-  
     // Set initial vector
     evec[0] = src;
-    std::cout << GridLogMessage <<"norm2(src)= " << norm2(src)<<std::endl;
-    
     normalise(evec[0]);
-    std::cout << GridLogMessage <<"norm2(evec[0])= " << norm2(evec[0]) <<std::endl;
 	
     // Initial Nk steps
+    OrthoTime=0.;
     for(int k=0; k<Nk; ++k) step(eval,lme,evec,f,Nm,k);
+    std::cout<<GridLogIRL <<"Initial "<< Nk <<"steps done "<<std::endl;
+    std::cout<<GridLogIRL <<"Initial steps:OrthoTime "<<OrthoTime<< "seconds"<<std::endl;
 
+    //////////////////////////////////
     // Restarting loop begins
+    //////////////////////////////////
     int iter;
     for(iter = 0; iter<MaxIter; ++iter){
       
+      OrthoTime=0.;
+
       std::cout<< GridLogMessage <<" **********************"<< std::endl;
       std::cout<< GridLogMessage <<" Restart iteration = "<< iter << std::endl;
       std::cout<< GridLogMessage <<" **********************"<< std::endl;
 
+      std::cout<<GridLogIRL <<" running "<<Nm-Nk <<" steps: "<<std::endl;
       for(int k=Nk; k<Nm; ++k) step(eval,lme,evec,f,Nm,k);
-      
       f *= lme[Nm-1];
 
+      std::cout<<GridLogIRL <<" "<<Nm-Nk <<" steps done "<<std::endl;
+      std::cout<<GridLogIRL <<"Initial steps:OrthoTime "<<OrthoTime<< "seconds"<<std::endl;
+	  
+      //////////////////////////////////
       // getting eigenvalues
+      //////////////////////////////////
       for(int k=0; k<Nm; ++k){
 	eval2[k] = eval[k+k1-1];
 	lme2[k] = lme[k+k1-1];
       }
       Qt = Eigen::MatrixXd::Identity(Nm,Nm);
       diagonalize(eval2,lme2,Nm,Nm,Qt,grid);
+      std::cout<<GridLogIRL <<" diagonalized "<<std::endl;
 
+      //////////////////////////////////
       // sorting
-      _sort.push(eval2,Nm);
+      //////////////////////////////////
+      eval2_copy = eval2;
+      std::partial_sort(eval2.begin(),eval2.begin()+Nm,eval2.end(),std::greater<RealD>());
+      std::cout<<GridLogIRL <<" evals sorted "<<std::endl;
+      const int chunk=8;
+      for(int io=0; io<k2;io+=chunk){
+	std::cout<<GridLogIRL << "eval "<< std::setw(3) << io ;
+	for(int ii=0;ii<chunk;ii++){
+	  if ( (io+ii)<k2 )
+	    std::cout<< " "<< std::setw(12)<< eval2[io+ii];
+	}
+	std::cout << std::endl;
+      }
 
+      //////////////////////////////////
       // Implicitly shifted QR transformations
+      //////////////////////////////////
       Qt = Eigen::MatrixXd::Identity(Nm,Nm);
       for(int ip=k2; ip<Nm; ++ip){ 
-	// Eigen replacement for qr_decomp ???
+	QR_decomp(eval,lme,Nm,Nm,Qt,eval2[ip],k1,Nm);
-	qr_decomp(eval,lme,Nm,Nm,Qt,eval2[ip],k1,Nm);
       }
+      std::cout<<GridLogIRL <<"QR decomposed "<<std::endl;
 
-      for(int i=0; i<(Nk+1); ++i) B[i] = 0.0;
+      assert(k2<Nm);      assert(k2<Nm);      assert(k1>0);
 
-      for(int j=k1-1; j<k2+1; ++j){
+      basisRotate(evec,Qt,k1-1,k2+1,0,Nm,Nm); /// big constraint on the basis
-	for(int k=0; k<Nm; ++k){
+      std::cout<<GridLogIRL <<"basisRotated  by Qt"<<std::endl;
-	  B[j].checkerboard = evec[k].checkerboard;
-	  B[j] += Qt(j,k) * evec[k];
-	}
-      }
-      for(int j=k1-1; j<k2+1; ++j) evec[j] = B[j];
       
+      ////////////////////////////////////////////////////
       // Compressed vector f and beta(k2)
+      ////////////////////////////////////////////////////
       f *= Qt(k2-1,Nm-1);
       f += lme[k2-1] * evec[k2];
       beta_k = norm2(f);
       beta_k = sqrt(beta_k);
-      std::cout<< GridLogMessage<<" beta(k) = "<<beta_k<<std::endl;
+      std::cout<<GridLogIRL<<" beta(k) = "<<beta_k<<std::endl;
 	  
       RealD betar = 1.0/beta_k;
       evec[k2] = betar * f;
       lme[k2-1] = beta_k;
 	  
+      ////////////////////////////////////////////////////
       // Convergence test
+      ////////////////////////////////////////////////////
       for(int k=0; k<Nm; ++k){    
 	eval2[k] = eval[k];
 	lme2[k] = lme[k];
       }
       Qt = Eigen::MatrixXd::Identity(Nm,Nm);
       diagonalize(eval2,lme2,Nk,Nm,Qt,grid);
-      
+      std::cout<<GridLogIRL <<" Diagonalized "<<std::endl;
-      for(int k = 0; k<Nk; ++k) B[k]=0.0;
-      
-      for(int j = 0; j<Nk; ++j){
-	for(int k = 0; k<Nk; ++k){
-	  B[j].checkerboard = evec[k].checkerboard;
-	  B[j] += Qt(j,k) * evec[k];
-	}
-      }
 	  
       Nconv = 0;
-      for(int i=0; i<Nk; ++i){
+      if (iter >= MinRestart) {
 
-	_Linop.HermOp(B[i],v);
+	std::cout << GridLogIRL << "Test convergence: rotate subset of vectors to test convergence " << std::endl;
 
-	RealD vnum = real(innerProduct(B[i],v)); // HermOp.
+	Field B(grid); B.checkerboard = evec[0].checkerboard;
-	RealD vden = norm2(B[i]);
-	eval2[i] = vnum/vden;
-	v -= eval2[i]*B[i];
-	RealD vv = norm2(v);
 
-	std::cout.precision(13);
+	//  power of two search pattern;  not every evalue in eval2 is assessed.
-	std::cout << GridLogMessage << "[" << std::setw(3)<< std::setiosflags(std::ios_base::right) <<i<<"] ";
+	for(int jj = 1; jj<=Nstop; jj*=2){
-	std::cout << "eval = "<<std::setw(25)<< std::setiosflags(std::ios_base::left)<< eval2[i];
+	  int j = Nstop-jj;
-	std::cout << " |H B[i] - eval[i]B[i]|^2 "<< std::setw(25)<< std::setiosflags(std::ios_base::right)<< vv<< std::endl;
+	  RealD e = eval2_copy[j]; // Discard the evalue
-	
+	  basisRotateJ(B,evec,Qt,j,0,Nk,Nm);	    
-	// change the criteria as evals are supposed to be sorted, all evals smaller(larger) than Nstop should have converged
+	  if( _Tester.TestConvergence(j,eresid,B,e,evalMaxApprox) ) {
-	if((vv<eresid*eresid) && (i == Nconv) ){
+	    if ( j > Nconv ) {
-	  Iconv[Nconv] = i;
+	      Nconv=j+1;
-	  ++Nconv;
+	      jj=Nstop; // Terminate the scan
+	    }
+	  }
+	}
+	// Do evec[0] for good measure
+	{ 
+	  int j=0;
+	  RealD e = eval2_copy[0]; 
+	  basisRotateJ(B,evec,Qt,j,0,Nk,Nm);	    
+	  _Tester.TestConvergence(j,eresid,B,e,evalMaxApprox);
+	}
+	// test if we converged, if so, terminate
+	std::cout<<GridLogIRL<<" #modes converged: >= "<<Nconv<<"/"<<Nstop<<std::endl;
+	//	if( Nconv>=Nstop || beta_k < betastp){
+	if( Nconv>=Nstop){
+	  goto converged;
 	}
 	  
-      }  // i-loop end
+      } else {
+	std::cout << GridLogIRL << "iter < MinRestart: do not yet test for convergence\n";
+      } // end of iter loop
+    }
 
-      std::cout<< GridLogMessage <<" #modes converged: "<<Nconv<<std::endl;
+    std::cout<<GridLogError<<"\n NOT converged.\n";
-
-      if( Nconv>=Nstop ){
-	goto converged;
-      }
-    } // end of iter loop
-    
-    std::cout << GridLogMessage <<"**************************************************************************"<< std::endl;
-    std::cout<< GridLogError    <<" ImplicitlyRestartedLanczos::calc() NOT converged.";
-    std::cout << GridLogMessage <<"**************************************************************************"<< std::endl;
     abort();
 	
   converged:
-    // Sorting
+    {
-    eval.resize(Nconv);
+      Field B(grid); B.checkerboard = evec[0].checkerboard;
-    evec.resize(Nconv,grid);
+      basisRotate(evec,Qt,0,Nk,0,Nk,Nm);	    
-    for(int i=0; i<Nconv; ++i){
+      std::cout << GridLogIRL << " Rotated basis"<<std::endl;
-      eval[i] = eval2[Iconv[i]];
+      Nconv=0;
-      evec[i] = B[Iconv[i]];
+      //////////////////////////////////////////////////////////////////////
-    }
+      // Full final convergence test; unconditionally applied
-    _sort.push(eval,evec,Nconv);
+      //////////////////////////////////////////////////////////////////////
+      for(int j = 0; j<=Nk; j++){
+	B=evec[j];
+	if( _Tester.ReconstructEval(j,eresid,B,eval2[j],evalMaxApprox) ) {
+	  Nconv++;
+	}
+      }
 
-    std::cout << GridLogMessage <<"**************************************************************************"<< std::endl;
+      if ( Nconv < Nstop )
-    std::cout << GridLogMessage << "ImplicitlyRestartedLanczos CONVERGED ; Summary :\n";
+	std::cout << GridLogIRL << "Nconv ("<<Nconv<<") < Nstop ("<<Nstop<<")"<<std::endl;
-    std::cout << GridLogMessage <<"**************************************************************************"<< std::endl;
+
-    std::cout << GridLogMessage << " -- Iterations  = "<< iter   << "\n";
+      eval=eval2;
-    std::cout << GridLogMessage << " -- beta(k)     = "<< beta_k << "\n";
+
-    std::cout << GridLogMessage << " -- Nconv       = "<< Nconv  << "\n";
+      basisSortInPlace(evec,eval,reverse);
-    std::cout << GridLogMessage <<"**************************************************************************"<< std::endl;
+      
+    }
+       
+    std::cout << GridLogIRL <<"**************************************************************************"<< std::endl;
+    std::cout << GridLogIRL << "ImplicitlyRestartedLanczos CONVERGED ; Summary :\n";
+    std::cout << GridLogIRL <<"**************************************************************************"<< std::endl;
+    std::cout << GridLogIRL << " -- Iterations  = "<< iter   << "\n";
+    std::cout << GridLogIRL << " -- beta(k)     = "<< beta_k << "\n";
+    std::cout << GridLogIRL << " -- Nconv       = "<< Nconv  << "\n";
+    std::cout << GridLogIRL <<"**************************************************************************"<< std::endl;
   }
 
-private:
+ private:
 /* Saad PP. 195
 1. Choose an initial vector v1 of 2-norm unity. Set β1 ≡ 0, v0 ≡ 0
 2. For k = 1,2,...,m Do:
@@ -361,14 +569,18 @@ private:
     const RealD tiny = 1.0e-20;
     assert( k< Nm );
 
-    _poly(_Linop,evec[k],w);      // 3. wk:=Avk−βkv_{k−1}
+    GridStopWatch gsw_op,gsw_o;
+
+    Field& evec_k = evec[k];
+
+    _HermOp(evec_k,w);    std::cout<<GridLogIRL << "Poly(HermOp)" <<std::endl;
 
     if(k>0) w -= lme[k-1] * evec[k-1];
 
-    ComplexD zalph = innerProduct(evec[k],w); // 4. αk:=(wk,vk)
+    ComplexD zalph = innerProduct(evec_k,w); // 4. αk:=(wk,vk)
     RealD     alph = real(zalph);
 
-    w = w - alph * evec[k];// 5. wk:=wk−αkvk
+    w = w - alph * evec_k;// 5. wk:=wk−αkvk
 
     RealD beta = normalise(w); // 6. βk+1 := ∥wk∥2. If βk+1 = 0 then Stop
     // 7. vk+1 := wk/βk+1
@@ -376,10 +588,16 @@ private:
     lmd[k] = alph;
     lme[k] = beta;
 
-    if ( k > 0 ) orthogonalize(w,evec,k); // orthonormalise
+    if (k>0 && k % orth_period == 0) {
-    if ( k < Nm-1) evec[k+1] = w;
+      orthogonalize(w,evec,k); // orthonormalise
+      std::cout<<GridLogIRL << "Orthogonalised " <<std::endl;
+    }
 
-    if ( beta < tiny ) std::cout << GridLogMessage << " beta is tiny "<<beta<<std::endl;
+    if(k < Nm-1) evec[k+1] = w;
+
+    std::cout<<GridLogIRL << "alpha[" << k << "] = " << zalph << " beta[" << k << "] = "<<beta<<std::endl;
+    if ( beta < tiny ) 
+      std::cout<<GridLogIRL << " beta is tiny "<<beta<<std::endl;
   }
 
   void diagonalize_Eigen(std::vector<RealD>& lmd, std::vector<RealD>& lme, 
@@ -404,11 +622,11 @@ private:
       }
     }
   }
-  ///////////////////////////////////////////////////////////////////////////
-  // File could end here if settle on Eigen ???
-  ///////////////////////////////////////////////////////////////////////////
 
-  void qr_decomp(std::vector<RealD>& lmd,   // Nm 
+  ///////////////////////////////////////////////////////////////////////////
+  // File could end here if settle on Eigen ??? !!!
+  ///////////////////////////////////////////////////////////////////////////
+  void QR_decomp(std::vector<RealD>& lmd,   // Nm 
 		 std::vector<RealD>& lme,   // Nm 
 		 int Nk, int Nm,            // Nk, Nm
 		 Eigen::MatrixXd& Qt,       // Nm x Nm matrix
@@ -575,51 +793,50 @@ void diagonalize_lapack(std::vector<RealD>& lmd,
 #endif
 }
 
-  void diagonalize_QR(std::vector<RealD>& lmd, std::vector<RealD>& lme, 
+void diagonalize_QR(std::vector<RealD>& lmd, std::vector<RealD>& lme, 
-		      int Nk, int Nm,   
+		    int Nk, int Nm,   
-		      Eigen::MatrixXd & Qt,
+		    Eigen::MatrixXd & Qt,
-		      GridBase *grid)
+		    GridBase *grid)
-  {
+{
-    int Niter = 100*Nm;
+  int QRiter = 100*Nm;
-    int kmin = 1;
+  int kmin = 1;
-    int kmax = Nk;
+  int kmax = Nk;
   
-    // (this should be more sophisticated)
+  // (this should be more sophisticated)
-    for(int iter=0; iter<Niter; ++iter){
+  for(int iter=0; iter<QRiter; ++iter){
     
-      // determination of 2x2 leading submatrix
+    // determination of 2x2 leading submatrix
-      RealD dsub = lmd[kmax-1]-lmd[kmax-2];
+    RealD dsub = lmd[kmax-1]-lmd[kmax-2];
-      RealD dd = sqrt(dsub*dsub + 4.0*lme[kmax-2]*lme[kmax-2]);
+    RealD dd = sqrt(dsub*dsub + 4.0*lme[kmax-2]*lme[kmax-2]);
-      RealD Dsh = 0.5*(lmd[kmax-2]+lmd[kmax-1] +dd*(dsub/fabs(dsub)));
+    RealD Dsh = 0.5*(lmd[kmax-2]+lmd[kmax-1] +dd*(dsub/fabs(dsub)));
-      // (Dsh: shift)
+    // (Dsh: shift)
     
-      // transformation
+    // transformation
-      qr_decomp(lmd,lme,Nk,Nm,Qt,Dsh,kmin,kmax); // Nk, Nm
+    QR_decomp(lmd,lme,Nk,Nm,Qt,Dsh,kmin,kmax); // Nk, Nm
     
-      // Convergence criterion (redef of kmin and kamx)
+    // Convergence criterion (redef of kmin and kamx)
-      for(int j=kmax-1; j>= kmin; --j){
+    for(int j=kmax-1; j>= kmin; --j){
-	RealD dds = fabs(lmd[j-1])+fabs(lmd[j]);
+      RealD dds = fabs(lmd[j-1])+fabs(lmd[j]);
-	if(fabs(lme[j-1])+dds > dds){
+      if(fabs(lme[j-1])+dds > dds){
-	  kmax = j+1;
+	kmax = j+1;
-	  goto continued;
+	goto continued;
-	}
-      }
-      Niter = iter;
-      return;
-
-    continued:
-      for(int j=0; j<kmax-1; ++j){
-	RealD dds = fabs(lmd[j])+fabs(lmd[j+1]);
-	if(fabs(lme[j])+dds > dds){
-	  kmin = j+1;
-	  break;
-	}
       }
     }
-    std::cout << GridLogError << "[QL method] Error - Too many iteration: "<<Niter<<"\n";
+    QRiter = iter;
-    abort();
+    return;
-  }
     
- };
+  continued:
+    for(int j=0; j<kmax-1; ++j){
+      RealD dds = fabs(lmd[j])+fabs(lmd[j+1]);
+      if(fabs(lme[j])+dds > dds){
+	kmin = j+1;
+	break;
+      }
+    }
+  }
+  std::cout << GridLogError << "[QL method] Error - Too many iteration: "<<QRiter<<"\n";
+  abort();
+}
+};
 }
 #endif

lib/algorithms/iterative/LocalCoherenceLanczos.h

@@ -0,0 +1,352 @@
+    /*************************************************************************************
+
+    Grid physics library, www.github.com/paboyle/Grid 
+
+    Source file: ./lib/algorithms/iterative/LocalCoherenceLanczos.h
+
+    Copyright (C) 2015
+
+Author: Christoph Lehner <clehner@bnl.gov>
+Author: paboyle <paboyle@ph.ed.ac.uk>
+
+    This program is free software; you can redistribute it and/or modify
+    it under the terms of the GNU General Public License as published by
+    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,
+    but WITHOUT ANY WARRANTY; without even the implied warranty of
+    MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+    GNU General Public License for more details.
+
+    You should have received a copy of the GNU General Public License along
+    with this program; if not, write to the Free Software Foundation, Inc.,
+    51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+    See the full license in the file "LICENSE" in the top level distribution directory
+    *************************************************************************************/
+    /*  END LEGAL */
+#ifndef GRID_LOCAL_COHERENCE_IRL_H
+#define GRID_LOCAL_COHERENCE_IRL_H
+namespace Grid { 
+struct LanczosParams : Serializable {
+ public:
+  GRID_SERIALIZABLE_CLASS_MEMBERS(LanczosParams,
+				  ChebyParams, Cheby,/*Chebyshev*/
+				  int, Nstop,    /*Vecs in Lanczos must converge Nstop < Nk < Nm*/
+				  int, Nk,       /*Vecs in Lanczos seek converge*/
+				  int, Nm,       /*Total vecs in Lanczos include restart*/
+				  RealD, resid,  /*residual*/
+ 				  int, MaxIt, 
+				  RealD, betastp,  /* ? */
+				  int, MinRes);    // Must restart
+};
+
+struct LocalCoherenceLanczosParams : Serializable {
+ public:
+  GRID_SERIALIZABLE_CLASS_MEMBERS(LocalCoherenceLanczosParams,
+				  bool, doFine,
+				  bool, doFineRead,
+				  bool, doCoarse,
+	       			  bool, doCoarseRead,
+				  LanczosParams, FineParams,
+				  LanczosParams, CoarseParams,
+				  ChebyParams,   Smoother,
+				  RealD        , coarse_relax_tol,
+				  std::vector<int>, blockSize,
+				  std::string, config,
+				  std::vector < std::complex<double>  >, omega,
+				  RealD, mass,
+				  RealD, M5);
+};
+
+// Duplicate functionality; ProjectedFunctionHermOp could be used with the trivial function
+template<class Fobj,class CComplex,int nbasis>
+class ProjectedHermOp : public LinearFunction<Lattice<iVector<CComplex,nbasis > > > {
+public:
+  typedef iVector<CComplex,nbasis >           CoarseSiteVector;
+  typedef Lattice<CoarseSiteVector>           CoarseField;
+  typedef Lattice<CComplex>   CoarseScalar; // used for inner products on fine field
+  typedef Lattice<Fobj>          FineField;
+
+  LinearOperatorBase<FineField> &_Linop;
+  Aggregation<Fobj,CComplex,nbasis> &_Aggregate;
+
+  ProjectedHermOp(LinearOperatorBase<FineField>& linop,  Aggregation<Fobj,CComplex,nbasis> &aggregate) : 
+    _Linop(linop),
+    _Aggregate(aggregate)  {  };
+
+  void operator()(const CoarseField& in, CoarseField& out) {
+
+    GridBase *FineGrid = _Aggregate.FineGrid;
+    FineField fin(FineGrid);
+    FineField fout(FineGrid);
+
+    _Aggregate.PromoteFromSubspace(in,fin);    std::cout<<GridLogIRL<<"ProjectedHermop : Promote to fine"<<std::endl;
+    _Linop.HermOp(fin,fout);                   std::cout<<GridLogIRL<<"ProjectedHermop : HermOp (fine) "<<std::endl;
+    _Aggregate.ProjectToSubspace(out,fout);    std::cout<<GridLogIRL<<"ProjectedHermop : Project to coarse "<<std::endl;
+  }
+};
+
+template<class Fobj,class CComplex,int nbasis>
+class ProjectedFunctionHermOp : public LinearFunction<Lattice<iVector<CComplex,nbasis > > > {
+public:
+  typedef iVector<CComplex,nbasis >           CoarseSiteVector;
+  typedef Lattice<CoarseSiteVector>           CoarseField;
+  typedef Lattice<CComplex>   CoarseScalar; // used for inner products on fine field
+  typedef Lattice<Fobj>          FineField;
+
+
+  OperatorFunction<FineField>   & _poly;
+  LinearOperatorBase<FineField> &_Linop;
+  Aggregation<Fobj,CComplex,nbasis> &_Aggregate;
+
+  ProjectedFunctionHermOp(OperatorFunction<FineField> & poly,LinearOperatorBase<FineField>& linop, 
+			  Aggregation<Fobj,CComplex,nbasis> &aggregate) : 
+    _poly(poly),
+    _Linop(linop),
+    _Aggregate(aggregate)  {  };
+
+  void operator()(const CoarseField& in, CoarseField& out) {
+
+    GridBase *FineGrid = _Aggregate.FineGrid;
+
+    FineField fin(FineGrid) ;fin.checkerboard  =_Aggregate.checkerboard;
+    FineField fout(FineGrid);fout.checkerboard =_Aggregate.checkerboard;
+    
+    _Aggregate.PromoteFromSubspace(in,fin);    std::cout<<GridLogIRL<<"ProjectedFunctionHermop : Promote to fine"<<std::endl;
+    _poly(_Linop,fin,fout);                    std::cout<<GridLogIRL<<"ProjectedFunctionHermop : Poly "<<std::endl;
+    _Aggregate.ProjectToSubspace(out,fout);    std::cout<<GridLogIRL<<"ProjectedFunctionHermop : Project to coarse "<<std::endl;
+  }
+};
+
+template<class Fobj,class CComplex,int nbasis>
+class ImplicitlyRestartedLanczosSmoothedTester  : public ImplicitlyRestartedLanczosTester<Lattice<iVector<CComplex,nbasis > > >
+{
+ public:
+  typedef iVector<CComplex,nbasis >           CoarseSiteVector;
+  typedef Lattice<CoarseSiteVector>           CoarseField;
+  typedef Lattice<CComplex>   CoarseScalar; // used for inner products on fine field
+  typedef Lattice<Fobj>          FineField;
+
+  LinearFunction<CoarseField> & _Poly;
+  OperatorFunction<FineField>   & _smoother;
+  LinearOperatorBase<FineField> &_Linop;
+  Aggregation<Fobj,CComplex,nbasis> &_Aggregate;
+  RealD                             _coarse_relax_tol;
+  ImplicitlyRestartedLanczosSmoothedTester(LinearFunction<CoarseField>   &Poly,
+					   OperatorFunction<FineField>   &smoother,
+					   LinearOperatorBase<FineField> &Linop,
+					   Aggregation<Fobj,CComplex,nbasis> &Aggregate,
+					   RealD coarse_relax_tol=5.0e3) 
+    : _smoother(smoother), _Linop(Linop),_Aggregate(Aggregate), _Poly(Poly), _coarse_relax_tol(coarse_relax_tol)  {    };
+
+  int TestConvergence(int j,RealD eresid,CoarseField &B, RealD &eval,RealD evalMaxApprox)
+  {
+    CoarseField v(B);
+    RealD eval_poly = eval;
+    // Apply operator
+    _Poly(B,v);
+
+    RealD vnum = real(innerProduct(B,v)); // HermOp.
+    RealD vden = norm2(B);
+    RealD vv0  = norm2(v);
+    eval   = vnum/vden;
+    v -= eval*B;
+
+    RealD vv = norm2(v) / ::pow(evalMaxApprox,2.0);
+
+    std::cout.precision(13);
+    std::cout<<GridLogIRL  << "[" << std::setw(3)<<j<<"] "
+	     <<"eval = "<<std::setw(25)<< eval << " (" << eval_poly << ")"
+	     <<" |H B[i] - eval[i]B[i]|^2 / evalMaxApprox^2 " << std::setw(25) << vv
+	     <<std::endl;
+
+    int conv=0;
+    if( (vv<eresid*eresid) ) conv = 1;
+    return conv;
+  }
+  int ReconstructEval(int j,RealD eresid,CoarseField &B, RealD &eval,RealD evalMaxApprox)
+  {
+    GridBase *FineGrid = _Aggregate.FineGrid;
+
+    int checkerboard   = _Aggregate.checkerboard;
+
+    FineField fB(FineGrid);fB.checkerboard =checkerboard;
+    FineField fv(FineGrid);fv.checkerboard =checkerboard;
+
+    _Aggregate.PromoteFromSubspace(B,fv);
+    _smoother(_Linop,fv,fB); 
+
+    RealD eval_poly = eval;
+    _Linop.HermOp(fB,fv);
+
+    RealD vnum = real(innerProduct(fB,fv)); // HermOp.
+    RealD vden = norm2(fB);
+    RealD vv0  = norm2(fv);
+    eval   = vnum/vden;
+    fv -= eval*fB;
+    RealD vv = norm2(fv) / ::pow(evalMaxApprox,2.0);
+
+    std::cout.precision(13);
+    std::cout<<GridLogIRL  << "[" << std::setw(3)<<j<<"] "
+	     <<"eval = "<<std::setw(25)<< eval << " (" << eval_poly << ")"
+	     <<" |H B[i] - eval[i]B[i]|^2 / evalMaxApprox^2 " << std::setw(25) << vv
+	     <<std::endl;
+    if ( j > nbasis ) eresid = eresid*_coarse_relax_tol;
+    if( (vv<eresid*eresid) ) return 1;
+    return 0;
+  }
+};
+
+////////////////////////////////////////////
+// Make serializable Lanczos params
+////////////////////////////////////////////
+template<class Fobj,class CComplex,int nbasis>
+class LocalCoherenceLanczos 
+{
+public:
+  typedef iVector<CComplex,nbasis >           CoarseSiteVector;
+  typedef Lattice<CComplex>                   CoarseScalar; // used for inner products on fine field
+  typedef Lattice<CoarseSiteVector>           CoarseField;
+  typedef Lattice<Fobj>                       FineField;
+
+protected:
+  GridBase *_CoarseGrid;
+  GridBase *_FineGrid;
+  int _checkerboard;
+  LinearOperatorBase<FineField>                 & _FineOp;
+  
+  // FIXME replace Aggregation with vector of fine; the code reuse is too small for
+  // the hassle and complexity of cross coupling.
+  Aggregation<Fobj,CComplex,nbasis>               _Aggregate;  
+  std::vector<RealD>                              evals_fine;
+  std::vector<RealD>                              evals_coarse; 
+  std::vector<CoarseField>                        evec_coarse;
+public:
+  LocalCoherenceLanczos(GridBase *FineGrid,
+		GridBase *CoarseGrid,
+		LinearOperatorBase<FineField> &FineOp,
+		int checkerboard) :
+    _CoarseGrid(CoarseGrid),
+    _FineGrid(FineGrid),
+    _Aggregate(CoarseGrid,FineGrid,checkerboard),
+    _FineOp(FineOp),
+    _checkerboard(checkerboard)
+  {
+    evals_fine.resize(0);
+    evals_coarse.resize(0);
+  };
+  void Orthogonalise(void ) { _Aggregate.Orthogonalise(); }
+
+  template<typename T>  static RealD normalise(T& v) 
+  {
+    RealD nn = norm2(v);
+    nn = ::sqrt(nn);
+    v = v * (1.0/nn);
+    return nn;
+  }
+
+  void fakeFine(void)
+  {
+    int Nk = nbasis;
+    _Aggregate.subspace.resize(Nk,_FineGrid);
+    _Aggregate.subspace[0]=1.0;
+    _Aggregate.subspace[0].checkerboard=_checkerboard;
+    normalise(_Aggregate.subspace[0]);
+    PlainHermOp<FineField>    Op(_FineOp);
+    for(int k=1;k<Nk;k++){
+      _Aggregate.subspace[k].checkerboard=_checkerboard;
+      Op(_Aggregate.subspace[k-1],_Aggregate.subspace[k]);
+      normalise(_Aggregate.subspace[k]);
+    }
+  }
+
+  void testFine(RealD resid) 
+  {
+    assert(evals_fine.size() == nbasis);
+    assert(_Aggregate.subspace.size() == nbasis);
+    PlainHermOp<FineField>    Op(_FineOp);
+    ImplicitlyRestartedLanczosHermOpTester<FineField> SimpleTester(Op);
+    for(int k=0;k<nbasis;k++){
+      assert(SimpleTester.ReconstructEval(k,resid,_Aggregate.subspace[k],evals_fine[k],1.0)==1);
+    }
+  }
+
+  void testCoarse(RealD resid,ChebyParams cheby_smooth,RealD relax) 
+  {
+    assert(evals_fine.size() == nbasis);
+    assert(_Aggregate.subspace.size() == nbasis);
+    //////////////////////////////////////////////////////////////////////////////////////////////////
+    // create a smoother and see if we can get a cheap convergence test and smooth inside the IRL
+    //////////////////////////////////////////////////////////////////////////////////////////////////
+    Chebyshev<FineField>                          ChebySmooth(cheby_smooth);
+    ProjectedFunctionHermOp<Fobj,CComplex,nbasis> ChebyOp (ChebySmooth,_FineOp,_Aggregate);
+    ImplicitlyRestartedLanczosSmoothedTester<Fobj,CComplex,nbasis> ChebySmoothTester(ChebyOp,ChebySmooth,_FineOp,_Aggregate,relax);
+
+    for(int k=0;k<evec_coarse.size();k++){
+      if ( k < nbasis ) { 
+	assert(ChebySmoothTester.ReconstructEval(k,resid,evec_coarse[k],evals_coarse[k],1.0)==1);
+      } else { 
+	assert(ChebySmoothTester.ReconstructEval(k,resid*relax,evec_coarse[k],evals_coarse[k],1.0)==1);
+      }
+    }
+  }
+
+  void calcFine(ChebyParams cheby_parms,int Nstop,int Nk,int Nm,RealD resid, 
+		RealD MaxIt, RealD betastp, int MinRes)
+  {
+    assert(nbasis<=Nm);
+    Chebyshev<FineField>      Cheby(cheby_parms);
+    FunctionHermOp<FineField> ChebyOp(Cheby,_FineOp);
+    PlainHermOp<FineField>    Op(_FineOp);
+
+    evals_fine.resize(Nm);
+    _Aggregate.subspace.resize(Nm,_FineGrid);
+
+    ImplicitlyRestartedLanczos<FineField> IRL(ChebyOp,Op,Nstop,Nk,Nm,resid,MaxIt,betastp,MinRes);
+
+    FineField src(_FineGrid); src=1.0; src.checkerboard = _checkerboard;
+
+    int Nconv;
+    IRL.calc(evals_fine,_Aggregate.subspace,src,Nconv,false);
+    
+    // Shrink down to number saved
+    assert(Nstop>=nbasis);
+    assert(Nconv>=nbasis);
+    evals_fine.resize(nbasis);
+    _Aggregate.subspace.resize(nbasis,_FineGrid);
+  }
+  void calcCoarse(ChebyParams cheby_op,ChebyParams cheby_smooth,RealD relax,
+		  int Nstop, int Nk, int Nm,RealD resid, 
+		  RealD MaxIt, RealD betastp, int MinRes)
+  {
+    Chebyshev<FineField>                          Cheby(cheby_op);
+    ProjectedHermOp<Fobj,CComplex,nbasis>         Op(_FineOp,_Aggregate);
+    ProjectedFunctionHermOp<Fobj,CComplex,nbasis> ChebyOp (Cheby,_FineOp,_Aggregate);
+    //////////////////////////////////////////////////////////////////////////////////////////////////
+    // create a smoother and see if we can get a cheap convergence test and smooth inside the IRL
+    //////////////////////////////////////////////////////////////////////////////////////////////////
+
+    Chebyshev<FineField>                                           ChebySmooth(cheby_smooth);
+    ImplicitlyRestartedLanczosSmoothedTester<Fobj,CComplex,nbasis> ChebySmoothTester(ChebyOp,ChebySmooth,_FineOp,_Aggregate,relax);
+
+    evals_coarse.resize(Nm);
+    evec_coarse.resize(Nm,_CoarseGrid);
+
+    CoarseField src(_CoarseGrid);     src=1.0; 
+
+    ImplicitlyRestartedLanczos<CoarseField> IRL(ChebyOp,ChebyOp,ChebySmoothTester,Nstop,Nk,Nm,resid,MaxIt,betastp,MinRes);
+    int Nconv=0;
+    IRL.calc(evals_coarse,evec_coarse,src,Nconv,false);
+    assert(Nconv>=Nstop);
+    evals_coarse.resize(Nstop);
+    evec_coarse.resize (Nstop,_CoarseGrid);
+    for (int i=0;i<Nstop;i++){
+      std::cout << i << " Coarse eval = " << evals_coarse[i]  << std::endl;
+    }
+  }
+};
+
+}
+#endif

lib/algorithms/iterative/SchurRedBlack.h

@@ -53,16 +53,119 @@ Author: Peter Boyle <paboyle@ph.ed.ac.uk>
    *     M psi = eta
    ***********************
    *Odd
-   * i)   (D_oo)^{\dag} D_oo psi_o = (D_oo)^dag L^{-1}  eta_o
+   * i)                 D_oo psi_o =  L^{-1}  eta_o
    *                        eta_o' = (D_oo)^dag (eta_o - Moe Mee^{-1} eta_e)
+   *
+   * Wilson:
+   *      (D_oo)^{\dag} D_oo psi_o = (D_oo)^dag L^{-1}  eta_o
+   * Stag:
+   *      D_oo psi_o = L^{-1}  eta =    (eta_o - Moe Mee^{-1} eta_e)
+   *
+   * L^-1 eta_o= (1              0 ) (e
+   *             (-MoeMee^{-1}   1 )   
+   *
    *Even
    * ii)  Mee psi_e + Meo psi_o = src_e
    *
    *   => sol_e = M_ee^-1 * ( src_e - Meo sol_o )...
    *
+   * 
+   * TODO: Other options:
+   * 
+   * a) change checkerboards for Schur e<->o
+   *
+   * Left precon by Moo^-1
+   * b) Doo^{dag} M_oo^-dag Moo^-1 Doo psi_0 =  (D_oo)^dag M_oo^-dag Moo^-1 L^{-1}  eta_o
+   *                              eta_o'     = (D_oo)^dag  M_oo^-dag Moo^-1 (eta_o - Moe Mee^{-1} eta_e)
+   *
+   * Right precon by Moo^-1
+   * c) M_oo^-dag Doo^{dag} Doo Moo^-1 phi_0 = M_oo^-dag (D_oo)^dag L^{-1}  eta_o
+   *                              eta_o'     = M_oo^-dag (D_oo)^dag (eta_o - Moe Mee^{-1} eta_e)
+   *                              psi_o = M_oo^-1 phi_o
+   * TODO: Deflation 
    */
 namespace Grid {
 
+  ///////////////////////////////////////////////////////////////////////////////////////////////////////
+  // Take a matrix and form a Red Black solver calling a Herm solver
+  // Use of RB info prevents making SchurRedBlackSolve conform to standard interface
+  ///////////////////////////////////////////////////////////////////////////////////////////////////////
+
+  template<class Field> class SchurRedBlackStaggeredSolve {
+  private:
+    OperatorFunction<Field> & _HermitianRBSolver;
+    int CBfactorise;
+  public:
+
+    /////////////////////////////////////////////////////
+    // Wrap the usual normal equations Schur trick
+    /////////////////////////////////////////////////////
+  SchurRedBlackStaggeredSolve(OperatorFunction<Field> &HermitianRBSolver)  :
+     _HermitianRBSolver(HermitianRBSolver) 
+    { 
+      CBfactorise=0;
+    };
+
+    template<class Matrix>
+      void operator() (Matrix & _Matrix,const Field &in, Field &out){
+
+      // FIXME CGdiagonalMee not implemented virtual function
+      // FIXME use CBfactorise to control schur decomp
+      GridBase *grid = _Matrix.RedBlackGrid();
+      GridBase *fgrid= _Matrix.Grid();
+
+      SchurStaggeredOperator<Matrix,Field> _HermOpEO(_Matrix);
+ 
+      Field src_e(grid);
+      Field src_o(grid);
+      Field sol_e(grid);
+      Field sol_o(grid);
+      Field   tmp(grid);
+      Field  Mtmp(grid);
+      Field resid(fgrid);
+
+      pickCheckerboard(Even,src_e,in);
+      pickCheckerboard(Odd ,src_o,in);
+      pickCheckerboard(Even,sol_e,out);
+      pickCheckerboard(Odd ,sol_o,out);
+    
+      /////////////////////////////////////////////////////
+      // src_o = (source_o - Moe MeeInv source_e)
+      /////////////////////////////////////////////////////
+      _Matrix.MooeeInv(src_e,tmp);     assert(  tmp.checkerboard ==Even);
+      _Matrix.Meooe   (tmp,Mtmp);      assert( Mtmp.checkerboard ==Odd);     
+      tmp=src_o-Mtmp;                  assert(  tmp.checkerboard ==Odd);     
+
+      src_o = tmp;     assert(src_o.checkerboard ==Odd);
+      //  _Matrix.Mooee(tmp,src_o); // Extra factor of "m" in source
+
+      //////////////////////////////////////////////////////////////
+      // Call the red-black solver
+      //////////////////////////////////////////////////////////////
+      std::cout<<GridLogMessage << "SchurRedBlackStaggeredSolver calling the Mpc solver" <<std::endl;
+      _HermitianRBSolver(_HermOpEO,src_o,sol_o);  assert(sol_o.checkerboard==Odd);
+
+      ///////////////////////////////////////////////////
+      // sol_e = M_ee^-1 * ( src_e - Meo sol_o )...
+      ///////////////////////////////////////////////////
+      _Matrix.Meooe(sol_o,tmp);        assert(  tmp.checkerboard   ==Even);
+      src_e = src_e-tmp;               assert(  src_e.checkerboard ==Even);
+      _Matrix.MooeeInv(src_e,sol_e);   assert(  sol_e.checkerboard ==Even);
+     
+      setCheckerboard(out,sol_e); assert(  sol_e.checkerboard ==Even);
+      setCheckerboard(out,sol_o); assert(  sol_o.checkerboard ==Odd );
+
+      // Verify the unprec residual
+      _Matrix.M(out,resid); 
+      resid = resid-in;
+      RealD ns = norm2(in);
+      RealD nr = norm2(resid);
+
+      std::cout<<GridLogMessage << "SchurRedBlackStaggered solver true unprec resid "<< std::sqrt(nr/ns) <<" nr "<< nr <<" ns "<<ns << std::endl;
+    }     
+  };
+  template<class Field> using SchurRedBlackStagSolve = SchurRedBlackStaggeredSolve<Field>;
+
   ///////////////////////////////////////////////////////////////////////////////////////////////////////
   // Take a matrix and form a Red Black solver calling a Herm solver
   // Use of RB info prevents making SchurRedBlackSolve conform to standard interface
@@ -76,12 +179,10 @@ namespace Grid {
     /////////////////////////////////////////////////////
     // Wrap the usual normal equations Schur trick
     /////////////////////////////////////////////////////
-  SchurRedBlackDiagMooeeSolve(OperatorFunction<Field> &HermitianRBSolver)  :
+  SchurRedBlackDiagMooeeSolve(OperatorFunction<Field> &HermitianRBSolver,int cb=0)  :  _HermitianRBSolver(HermitianRBSolver) 
-     _HermitianRBSolver(HermitianRBSolver) 
+  { 
-    { 
+    CBfactorise=cb;
-      CBfactorise=0;
+  };
-    };
-
     template<class Matrix>
       void operator() (Matrix & _Matrix,const Field &in, Field &out){
 
@@ -141,5 +242,166 @@ namespace Grid {
     }     
   };
 
+
+  ///////////////////////////////////////////////////////////////////////////////////////////////////////
+  // Take a matrix and form a Red Black solver calling a Herm solver
+  // Use of RB info prevents making SchurRedBlackSolve conform to standard interface
+  ///////////////////////////////////////////////////////////////////////////////////////////////////////
+  template<class Field> class SchurRedBlackDiagTwoSolve {
+  private:
+    OperatorFunction<Field> & _HermitianRBSolver;
+    int CBfactorise;
+  public:
+
+    /////////////////////////////////////////////////////
+    // Wrap the usual normal equations Schur trick
+    /////////////////////////////////////////////////////
+  SchurRedBlackDiagTwoSolve(OperatorFunction<Field> &HermitianRBSolver)  :
+     _HermitianRBSolver(HermitianRBSolver) 
+    { 
+      CBfactorise=0;
+    };
+
+    template<class Matrix>
+      void operator() (Matrix & _Matrix,const Field &in, Field &out){
+
+      // FIXME CGdiagonalMee not implemented virtual function
+      // FIXME use CBfactorise to control schur decomp
+      GridBase *grid = _Matrix.RedBlackGrid();
+      GridBase *fgrid= _Matrix.Grid();
+
+      SchurDiagTwoOperator<Matrix,Field> _HermOpEO(_Matrix);
+ 
+      Field src_e(grid);
+      Field src_o(grid);
+      Field sol_e(grid);
+      Field sol_o(grid);
+      Field   tmp(grid);
+      Field  Mtmp(grid);
+      Field resid(fgrid);
+
+      pickCheckerboard(Even,src_e,in);
+      pickCheckerboard(Odd ,src_o,in);
+      pickCheckerboard(Even,sol_e,out);
+      pickCheckerboard(Odd ,sol_o,out);
+    
+      /////////////////////////////////////////////////////
+      // src_o = Mdag * (source_o - Moe MeeInv source_e)
+      /////////////////////////////////////////////////////
+      _Matrix.MooeeInv(src_e,tmp);     assert(  tmp.checkerboard ==Even);
+      _Matrix.Meooe   (tmp,Mtmp);      assert( Mtmp.checkerboard ==Odd);     
+      tmp=src_o-Mtmp;                  assert(  tmp.checkerboard ==Odd);     
+
+      // get the right MpcDag
+      _HermOpEO.MpcDag(tmp,src_o);     assert(src_o.checkerboard ==Odd);       
+
+      //////////////////////////////////////////////////////////////
+      // Call the red-black solver
+      //////////////////////////////////////////////////////////////
+      std::cout<<GridLogMessage << "SchurRedBlack solver calling the MpcDagMp solver" <<std::endl;
+//      _HermitianRBSolver(_HermOpEO,src_o,sol_o);  assert(sol_o.checkerboard==Odd);
+      _HermitianRBSolver(_HermOpEO,src_o,tmp);  assert(tmp.checkerboard==Odd);
+      _Matrix.MooeeInv(tmp,sol_o);        assert(  sol_o.checkerboard   ==Odd);
+
+      ///////////////////////////////////////////////////
+      // sol_e = M_ee^-1 * ( src_e - Meo sol_o )...
+      ///////////////////////////////////////////////////
+      _Matrix.Meooe(sol_o,tmp);        assert(  tmp.checkerboard   ==Even);
+      src_e = src_e-tmp;               assert(  src_e.checkerboard ==Even);
+      _Matrix.MooeeInv(src_e,sol_e);   assert(  sol_e.checkerboard ==Even);
+     
+      setCheckerboard(out,sol_e); assert(  sol_e.checkerboard ==Even);
+      setCheckerboard(out,sol_o); assert(  sol_o.checkerboard ==Odd );
+
+      // Verify the unprec residual
+      _Matrix.M(out,resid); 
+      resid = resid-in;
+      RealD ns = norm2(in);
+      RealD nr = norm2(resid);
+
+      std::cout<<GridLogMessage << "SchurRedBlackDiagTwo solver true unprec resid "<< std::sqrt(nr/ns) <<" nr "<< nr <<" ns "<<ns << std::endl;
+    }     
+  };
+  ///////////////////////////////////////////////////////////////////////////////////////////////////////
+  // Take a matrix and form a Red Black solver calling a Herm solver
+  // Use of RB info prevents making SchurRedBlackSolve conform to standard interface
+  ///////////////////////////////////////////////////////////////////////////////////////////////////////
+  template<class Field> class SchurRedBlackDiagTwoMixed {
+  private:
+    LinearFunction<Field> & _HermitianRBSolver;
+    int CBfactorise;
+  public:
+
+    /////////////////////////////////////////////////////
+    // Wrap the usual normal equations Schur trick
+    /////////////////////////////////////////////////////
+  SchurRedBlackDiagTwoMixed(LinearFunction<Field> &HermitianRBSolver)  :
+     _HermitianRBSolver(HermitianRBSolver) 
+    { 
+      CBfactorise=0;
+    };
+
+    template<class Matrix>
+      void operator() (Matrix & _Matrix,const Field &in, Field &out){
+
+      // FIXME CGdiagonalMee not implemented virtual function
+      // FIXME use CBfactorise to control schur decomp
+      GridBase *grid = _Matrix.RedBlackGrid();
+      GridBase *fgrid= _Matrix.Grid();
+
+      SchurDiagTwoOperator<Matrix,Field> _HermOpEO(_Matrix);
+ 
+      Field src_e(grid);
+      Field src_o(grid);
+      Field sol_e(grid);
+      Field sol_o(grid);
+      Field   tmp(grid);
+      Field  Mtmp(grid);
+      Field resid(fgrid);
+
+      pickCheckerboard(Even,src_e,in);
+      pickCheckerboard(Odd ,src_o,in);
+      pickCheckerboard(Even,sol_e,out);
+      pickCheckerboard(Odd ,sol_o,out);
+    
+      /////////////////////////////////////////////////////
+      // src_o = Mdag * (source_o - Moe MeeInv source_e)
+      /////////////////////////////////////////////////////
+      _Matrix.MooeeInv(src_e,tmp);     assert(  tmp.checkerboard ==Even);
+      _Matrix.Meooe   (tmp,Mtmp);      assert( Mtmp.checkerboard ==Odd);     
+      tmp=src_o-Mtmp;                  assert(  tmp.checkerboard ==Odd);     
+
+      // get the right MpcDag
+      _HermOpEO.MpcDag(tmp,src_o);     assert(src_o.checkerboard ==Odd);       
+
+      //////////////////////////////////////////////////////////////
+      // Call the red-black solver
+      //////////////////////////////////////////////////////////////
+      std::cout<<GridLogMessage << "SchurRedBlack solver calling the MpcDagMp solver" <<std::endl;
+//      _HermitianRBSolver(_HermOpEO,src_o,sol_o);  assert(sol_o.checkerboard==Odd);
+//      _HermitianRBSolver(_HermOpEO,src_o,tmp);  assert(tmp.checkerboard==Odd);
+      _HermitianRBSolver(src_o,tmp);  assert(tmp.checkerboard==Odd);
+      _Matrix.MooeeInv(tmp,sol_o);        assert(  sol_o.checkerboard   ==Odd);
+
+      ///////////////////////////////////////////////////
+      // sol_e = M_ee^-1 * ( src_e - Meo sol_o )...
+      ///////////////////////////////////////////////////
+      _Matrix.Meooe(sol_o,tmp);        assert(  tmp.checkerboard   ==Even);
+      src_e = src_e-tmp;               assert(  src_e.checkerboard ==Even);
+      _Matrix.MooeeInv(src_e,sol_e);   assert(  sol_e.checkerboard ==Even);
+     
+      setCheckerboard(out,sol_e); assert(  sol_e.checkerboard ==Even);
+      setCheckerboard(out,sol_o); assert(  sol_o.checkerboard ==Odd );
+
+      // Verify the unprec residual
+      _Matrix.M(out,resid); 
+      resid = resid-in;
+      RealD ns = norm2(in);
+      RealD nr = norm2(resid);
+
+      std::cout<<GridLogMessage << "SchurRedBlackDiagTwo solver true unprec resid "<< std::sqrt(nr/ns) <<" nr "<< nr <<" ns "<<ns << std::endl;
+    }     
+  };
+
 }
 #endif

lib/cartesian/Cartesian_base.h

@@ -44,13 +44,20 @@ namespace Grid{
   class GridBase : public CartesianCommunicator , public GridThread {
 
 public:
-
+    int dummy;
     // Give Lattice access
     template<class object> friend class Lattice;
 
     GridBase(const std::vector<int> & processor_grid) : CartesianCommunicator(processor_grid) {};
     GridBase(const std::vector<int> & processor_grid,
-	     const CartesianCommunicator &parent) : CartesianCommunicator(processor_grid,parent) {};
+	     const CartesianCommunicator &parent,
+	     int &split_rank) 
+      : CartesianCommunicator(processor_grid,parent,split_rank) {};
+    GridBase(const std::vector<int> & processor_grid,
+	     const CartesianCommunicator &parent) 
+      : CartesianCommunicator(processor_grid,parent,dummy) {};
+
+    virtual ~GridBase() = default;
 
     // Physics Grid information.
     std::vector<int> _simd_layout;// Which dimensions get relayed out over simd lanes.

lib/cartesian/Cartesian_full.h

@@ -38,7 +38,7 @@ namespace Grid{
 class GridCartesian: public GridBase {
 
 public:
-
+    int dummy;
     virtual int  CheckerBoardFromOindexTable (int Oindex) {
       return 0;
     }
@@ -67,7 +67,14 @@ public:
     GridCartesian(const std::vector<int> &dimensions,
 		  const std::vector<int> &simd_layout,
 		  const std::vector<int> &processor_grid,
-		  const GridCartesian &parent) : GridBase(processor_grid,parent)
+		  const GridCartesian &parent) : GridBase(processor_grid,parent,dummy)
+    {
+      Init(dimensions,simd_layout,processor_grid);
+    }
+    GridCartesian(const std::vector<int> &dimensions,
+		  const std::vector<int> &simd_layout,
+		  const std::vector<int> &processor_grid,
+		  const GridCartesian &parent,int &split_rank) : GridBase(processor_grid,parent,split_rank)
     {
       Init(dimensions,simd_layout,processor_grid);
     }
@@ -81,6 +88,8 @@ public:
       Init(dimensions,simd_layout,processor_grid);
     }
 
+    virtual ~GridCartesian() = default;
+
     void Init(const std::vector<int> &dimensions,
 	      const std::vector<int> &simd_layout,
 	      const std::vector<int> &processor_grid)

lib/cartesian/Cartesian_red_black.h

@@ -133,6 +133,8 @@ public:
     {
       Init(base->_fdimensions,base->_simd_layout,base->_processors,checker_dim_mask,checker_dim)  ;
     }
+
+    virtual ~GridRedBlackCartesian() = default;
 #if 0
     ////////////////////////////////////////////////////////////
     // Create redblack grid ;; deprecate these. Should not
@@ -205,6 +207,7 @@ public:
         {
           assert((_gdimensions[d] & 0x1) == 0);
           _gdimensions[d] = _gdimensions[d] / 2; // Remove a checkerboard
+	  _gsites /= 2;
         }
         _ldimensions[d] = _gdimensions[d] / _processors[d];
         assert(_ldimensions[d] * _processors[d] == _gdimensions[d]);

lib/communicator/Communicator_base.cc

@@ -97,9 +97,9 @@ void CartesianCommunicator::GlobalSumVector(ComplexD *c,int N)
 }
 
 
-#if defined( GRID_COMMS_MPI) || defined (GRID_COMMS_MPIT)
+#if defined( GRID_COMMS_MPI) || defined (GRID_COMMS_MPIT) || defined (GRID_COMMS_MPI3)
 
-CartesianCommunicator::CartesianCommunicator(const std::vector<int> &processors,const CartesianCommunicator &parent) 
+CartesianCommunicator::CartesianCommunicator(const std::vector<int> &processors,const CartesianCommunicator &parent,int &srank) 
 {
   _ndimension = processors.size();
   assert(_ndimension = parent._ndimension);
@@ -117,13 +117,24 @@ CartesianCommunicator::CartesianCommunicator(const std::vector<int> &processors,
   int Nchild = Nparent/childsize;
   assert (childsize * Nchild == Nparent);
 
-  int prank;  MPI_Comm_rank(parent.communicator,&prank);
+  std::vector<int> ccoor(_ndimension); // coor within subcommunicator
-  int crank = prank % childsize;
+  std::vector<int> scoor(_ndimension); // coor of split within parent
-  int ccomm = prank / childsize;
+  std::vector<int> ssize(_ndimension); // coor of split within parent
+
+  for(int d=0;d<_ndimension;d++){
+    ccoor[d] = parent._processor_coor[d] % processors[d];
+    scoor[d] = parent._processor_coor[d] / processors[d];
+    ssize[d] = parent._processors[d]     / processors[d];
+  }
+  int crank;  // rank within subcomm ; srank is rank of subcomm within blocks of subcomms
+  // Mpi uses the reverse Lexico convention to us
+  Lexicographic::IndexFromCoorReversed(ccoor,crank,processors);
+  Lexicographic::IndexFromCoorReversed(scoor,srank,ssize);
 
   MPI_Comm comm_split;
   if ( Nchild > 1 ) { 
 
+    /*
     std::cout << GridLogMessage<<"Child communicator of "<< std::hex << parent.communicator << std::dec<<std::endl;
     std::cout << GridLogMessage<<" parent grid["<< parent._ndimension<<"]    ";
     for(int d=0;d<parent._processors.size();d++)  std::cout << parent._processors[d] << " ";
@@ -133,16 +144,31 @@ CartesianCommunicator::CartesianCommunicator(const std::vector<int> &processors,
     for(int d=0;d<processors.size();d++)  std::cout << processors[d] << " ";
     std::cout<<std::endl;
 
-    int ierr= MPI_Comm_split(parent.communicator, ccomm,crank,&comm_split);
+    std::cout << GridLogMessage<<" old rank "<< parent._processor<<" coor ["<< _ndimension <<"]    ";
+    for(int d=0;d<processors.size();d++)  std::cout << parent._processor_coor[d] << " ";
+    std::cout<<std::endl;
+
+    std::cout << GridLogMessage<<" new rank "<< crank<<" coor ["<< _ndimension <<"]    ";
+    for(int d=0;d<processors.size();d++)  std::cout << ccoor[d] << " ";
+    std::cout<<std::endl;
+
+    std::cout << GridLogMessage<<" new coor ["<< _ndimension <<"]    ";
+    for(int d=0;d<processors.size();d++)  std::cout << parent._processor_coor[d] << " ";
+    std::cout<<std::endl;
+    */
+
+    int ierr= MPI_Comm_split(parent.communicator,srank,crank,&comm_split);
     assert(ierr==0);
     //////////////////////////////////////////////////////////////////////////////////////////////////////
     // Declare victory
     //////////////////////////////////////////////////////////////////////////////////////////////////////
+    /*
     std::cout << GridLogMessage<<"Divided communicator "<< parent._Nprocessors<<" into "
-	      <<Nchild <<" communicators with " << childsize << " ranks"<<std::endl;
+	      << Nchild <<" communicators with " << childsize << " ranks"<<std::endl;
+    */
   } else {
     comm_split=parent.communicator;
-    //    std::cout << "Passed parental communicator to a new communicator" <<std::endl;
+    srank = 0;
   }
 
   //////////////////////////////////////////////////////////////////////////////////////////////////////
@@ -155,9 +181,6 @@ CartesianCommunicator::CartesianCommunicator(const std::vector<int> &processors,
 //////////////////////////////////////////////////////////////////////////////////////////////////////
 void CartesianCommunicator::InitFromMPICommunicator(const std::vector<int> &processors, MPI_Comm communicator_base)
 {
-  //  if ( communicator_base != communicator_world ) {
-  //    std::cout << "Cartesian communicator created with a non-world communicator"<<std::endl;
-  //  }
   _ndimension = processors.size();
   _processor_coor.resize(_ndimension);
 
@@ -171,10 +194,20 @@ void CartesianCommunicator::InitFromMPICommunicator(const std::vector<int> &proc
   }
 
   std::vector<int> periodic(_ndimension,1);
-  MPI_Cart_create(communicator_base, _ndimension,&_processors[0],&periodic[0],1,&communicator);
+  MPI_Cart_create(communicator_base, _ndimension,&_processors[0],&periodic[0],0,&communicator);
   MPI_Comm_rank(communicator,&_processor);
   MPI_Cart_coords(communicator,_processor,_ndimension,&_processor_coor[0]);
 
+  if ( communicator_base != communicator_world ) {
+    std::cout << "Cartesian communicator created with a non-world communicator"<<std::endl;
+    
+    std::cout << " new communicator rank "<<_processor<< " coor ["<<_ndimension<<"] ";
+    for(int d=0;d<_processors.size();d++){
+      std::cout << _processor_coor[d]<<" ";
+    }
+    std::cout << std::endl;
+  }
+
   int Size;
   MPI_Comm_size(communicator,&Size);
 

lib/communicator/Communicator_base.h

@@ -153,8 +153,9 @@ class CartesianCommunicator {
   // Constructors to sub-divide a parent communicator
   // and default to comm world
   ////////////////////////////////////////////////
-  CartesianCommunicator(const std::vector<int> &processors,const CartesianCommunicator &parent);
+  CartesianCommunicator(const std::vector<int> &processors,const CartesianCommunicator &parent,int &srank);
   CartesianCommunicator(const std::vector<int> &pdimensions_in);
+  virtual ~CartesianCommunicator();
 
  private:
 #if defined (GRID_COMMS_MPI) || defined (GRID_COMMS_MPIT) 
@@ -263,6 +264,27 @@ class CartesianCommunicator {
   ////////////////////////////////////////////////////////////
   void Broadcast(int root,void* data, int bytes);
 
+  ////////////////////////////////////////////////////////////
+  // All2All down one dimension
+  ////////////////////////////////////////////////////////////
+  template<class T> void AllToAll(int dim,std::vector<T> &in, std::vector<T> &out){
+    assert(dim>=0);
+    assert(dim<_ndimension);
+    int numnode = _processors[dim];
+    //    std::cerr << " AllToAll in.size()  "<<in.size()<<std::endl;
+    //    std::cerr << " AllToAll out.size() "<<out.size()<<std::endl;
+    assert(in.size()==out.size());
+    uint64_t bytes=sizeof(T);
+    uint64_t words=in.size()/numnode;
+
+    assert(numnode * words == in.size());
+    assert(words < (1ULL<<32));
+
+    AllToAll(dim,(void *)&in[0],(void *)&out[0],words,bytes);
+  }
+  void AllToAll(int dim  ,void *in,void *out,uint64_t words,uint64_t bytes);
+  void AllToAll(void  *in,void *out,uint64_t words         ,uint64_t bytes);
+  
   template<class obj> void Broadcast(int root,obj &data)
     {
       Broadcast(root,(void *)&data,sizeof(data));

lib/communicator/Communicator_mpi.cc

@@ -52,6 +52,15 @@ void CartesianCommunicator::Init(int *argc, char ***argv) {
   MPI_Comm_dup (MPI_COMM_WORLD,&communicator_world);
   ShmInitGeneric();
 }
+
+CartesianCommunicator::~CartesianCommunicator()
+{
+  int MPI_is_finalised;
+  MPI_Finalized(&MPI_is_finalised);
+  if (communicator && MPI_is_finalised)
+    MPI_Comm_free(&communicator);
+}
+
 void CartesianCommunicator::GlobalSum(uint32_t &u){
   int ierr=MPI_Allreduce(MPI_IN_PLACE,&u,1,MPI_UINT32_T,MPI_SUM,communicator);
   assert(ierr==0);
@@ -187,6 +196,36 @@ void CartesianCommunicator::Broadcast(int root,void* data, int bytes)
 		     root,
 		     communicator);
   assert(ierr==0);
+}
+void CartesianCommunicator::AllToAll(int dim,void  *in,void *out,uint64_t words,uint64_t bytes)
+{
+  std::vector<int> row(_ndimension,1);
+  assert(dim>=0 && dim<_ndimension);
+
+  //  Split the communicator
+  row[dim] = _processors[dim];
+
+  int me;
+  CartesianCommunicator Comm(row,*this,me);
+  Comm.AllToAll(in,out,words,bytes);
+}
+void CartesianCommunicator::AllToAll(void  *in,void *out,uint64_t words,uint64_t bytes)
+{
+  // MPI is a pain and uses "int" arguments
+  // 64*64*64*128*16 == 500Million elements of data.
+  // When 24*4 bytes multiples get 50x 10^9 >>> 2x10^9 Y2K bug.
+  // (Turns up on 32^3 x 64 Gparity too)
+  MPI_Datatype object;
+  int iwords; 
+  int ibytes;
+  iwords = words;
+  ibytes = bytes;
+  assert(words == iwords); // safe to cast to int ?
+  assert(bytes == ibytes); // safe to cast to int ?
+  MPI_Type_contiguous(ibytes,MPI_BYTE,&object);
+  MPI_Type_commit(&object);
+  MPI_Alltoall(in,iwords,object,out,iwords,object,communicator);
+  MPI_Type_free(&object);
 }
   ///////////////////////////////////////////////////////
   // Should only be used prior to Grid Init finished.
@@ -207,5 +246,7 @@ void CartesianCommunicator::BroadcastWorld(int root,void* data, int bytes)
   assert(ierr==0);
 }
 
+
+
 }
 

lib/communicator/Communicator_mpi3.cc

@@ -712,7 +712,8 @@ double CartesianCommunicator::StencilSendToRecvFromBegin(std::vector<CommsReques
 							 int from,
 							 int bytes,int dir)
 {
-  assert(dir < communicator_halo.size());
+  int ncomm  =communicator_halo.size(); 
+  int commdir=dir%ncomm;
 
   MPI_Request xrq;
   MPI_Request rrq;
@@ -732,14 +733,14 @@ double CartesianCommunicator::StencilSendToRecvFromBegin(std::vector<CommsReques
   gfrom = MPI_UNDEFINED;
 #endif
   if ( gfrom ==MPI_UNDEFINED) {
-    ierr=MPI_Irecv(recv, bytes, MPI_CHAR,from,from,communicator_halo[dir],&rrq);
+    ierr=MPI_Irecv(recv, bytes, MPI_CHAR,from,from,communicator_halo[commdir],&rrq);
     assert(ierr==0);
     list.push_back(rrq);
     off_node_bytes+=bytes;
   }
 
   if ( gdest == MPI_UNDEFINED ) {
-    ierr =MPI_Isend(xmit, bytes, MPI_CHAR,dest,_processor,communicator_halo[dir],&xrq);
+    ierr =MPI_Isend(xmit, bytes, MPI_CHAR,dest,_processor,communicator_halo[commdir],&xrq);
     assert(ierr==0);
     list.push_back(xrq);
     off_node_bytes+=bytes;

lib/communicator/Communicator_mpit.cc

@@ -53,6 +53,13 @@ void CartesianCommunicator::Init(int *argc, char ***argv) {
   ShmInitGeneric();
 }
 
+CartesianCommunicator::~CartesianCommunicator()
+{
+  if (communicator && !MPI::Is_finalized())
+    MPI_Comm_free(&communicator);
+}
+
+
 void CartesianCommunicator::GlobalSum(uint32_t &u){
   int ierr=MPI_Allreduce(MPI_IN_PLACE,&u,1,MPI_UINT32_T,MPI_SUM,communicator);
   assert(ierr==0);
@@ -217,13 +224,14 @@ double CartesianCommunicator::StencilSendToRecvFromBegin(std::vector<CommsReques
 {
   int myrank = _processor;
   int ierr;
-  assert(dir < communicator_halo.size());
+  int ncomm  =communicator_halo.size(); 
+  int commdir=dir%ncomm;
   
   //  std::cout << " sending on communicator "<<dir<<" " <<communicator_halo[dir]<<std::endl;
   // Give the CPU to MPI immediately; can use threads to overlap optionally
   MPI_Request req[2];
-  MPI_Irecv(recv,bytes,MPI_CHAR,recv_from_rank,recv_from_rank, communicator_halo[dir],&req[1]);
+  MPI_Irecv(recv,bytes,MPI_CHAR,recv_from_rank,recv_from_rank, communicator_halo[commdir],&req[1]);
-  MPI_Isend(xmit,bytes,MPI_CHAR,xmit_to_rank  ,myrank        , communicator_halo[dir],&req[0]);
+  MPI_Isend(xmit,bytes,MPI_CHAR,xmit_to_rank  ,myrank        , communicator_halo[commdir],&req[0]);
 
   list.push_back(req[0]);
   list.push_back(req[1]);
@@ -242,13 +250,14 @@ double CartesianCommunicator::StencilSendToRecvFrom(void *xmit,
 {
   int myrank = _processor;
   int ierr;
-  assert(dir < communicator_halo.size());
+  //  std::cout << " sending on communicator "<<dir<<" " <<communicator_halo.size()<< <std::endl;
 
-  //  std::cout << " sending on communicator "<<dir<<" " <<communicator_halo[dir]<<std::endl;
+  int ncomm  =communicator_halo.size(); 
+  int commdir=dir%ncomm;
   // Give the CPU to MPI immediately; can use threads to overlap optionally
   MPI_Request req[2];
-  MPI_Irecv(recv,bytes,MPI_CHAR,recv_from_rank,recv_from_rank, communicator_halo[dir],&req[1]);
+  MPI_Irecv(recv,bytes,MPI_CHAR,recv_from_rank,recv_from_rank, communicator_halo[commdir],&req[1]);
-  MPI_Isend(xmit,bytes,MPI_CHAR,xmit_to_rank  ,myrank        , communicator_halo[dir],&req[0]);
+  MPI_Isend(xmit,bytes,MPI_CHAR,xmit_to_rank  ,myrank        , communicator_halo[commdir],&req[0]);
   MPI_Waitall(2, req, MPI_STATUSES_IGNORE);
   return 2.0*bytes;
 }

lib/communicator/Communicator_none.cc

@@ -38,8 +38,8 @@ void CartesianCommunicator::Init(int *argc, char *** arv)
   ShmInitGeneric();
 }
 
-CartesianCommunicator::CartesianCommunicator(const std::vector<int> &processors,const CartesianCommunicator &parent) 
+CartesianCommunicator::CartesianCommunicator(const std::vector<int> &processors,const CartesianCommunicator &parent,int &srank) 
-  : CartesianCommunicator(processors) {}
+  : CartesianCommunicator(processors) { srank=0;}
 
 CartesianCommunicator::CartesianCommunicator(const std::vector<int> &processors)
 {
@@ -56,6 +56,8 @@ CartesianCommunicator::CartesianCommunicator(const std::vector<int> &processors)
   }
 }
 
+CartesianCommunicator::~CartesianCommunicator(){}
+
 void CartesianCommunicator::GlobalSum(float &){}
 void CartesianCommunicator::GlobalSumVector(float *,int N){}
 void CartesianCommunicator::GlobalSum(double &){}
@@ -98,6 +100,14 @@ void CartesianCommunicator::SendToRecvFromComplete(std::vector<CommsRequest_t> &
 {
   assert(0);
 }
+void CartesianCommunicator::AllToAll(int dim,void  *in,void *out,uint64_t words,uint64_t bytes)
+{
+  bcopy(in,out,bytes*words);
+}
+void CartesianCommunicator::AllToAll(void  *in,void *out,uint64_t words,uint64_t bytes)
+{
+  bcopy(in,out,bytes*words);
+}
 
 int  CartesianCommunicator::RankWorld(void){return 0;}
 void CartesianCommunicator::Barrier(void){}

lib/lattice/Lattice_transfer.h

@@ -109,8 +109,8 @@ inline void blockProject(Lattice<iVector<CComplex,nbasis > > &coarseData,
 
   coarseData=zero;
 
-  // Loop with a cache friendly loop ordering
+  // Loop over coars parallel, and then loop over fine associated with coarse.
-  for(int sf=0;sf<fine->oSites();sf++){
+  parallel_for(int sf=0;sf<fine->oSites();sf++){
 
     int sc;
     std::vector<int> coor_c(_ndimension);
@@ -119,6 +119,7 @@ inline void blockProject(Lattice<iVector<CComplex,nbasis > > &coarseData,
     for(int d=0;d<_ndimension;d++) coor_c[d]=coor_f[d]/block_r[d];
     Lexicographic::IndexFromCoor(coor_c,sc,coarse->_rdimensions);
 
+PARALLEL_CRITICAL
     for(int i=0;i<nbasis;i++) {
 
       coarseData._odata[sc](i)=coarseData._odata[sc](i)
@@ -139,6 +140,7 @@ inline void blockZAXPY(Lattice<vobj> &fineZ,
   GridBase * coarse= coarseA._grid;
 
   fineZ.checkerboard=fineX.checkerboard;
+  assert(fineX.checkerboard==fineY.checkerboard);
   subdivides(coarse,fine); // require they map
   conformable(fineX,fineY);
   conformable(fineX,fineZ);
@@ -180,9 +182,10 @@ template<class vobj,class CComplex>
   GridBase *coarse(CoarseInner._grid);
   GridBase *fine  (fineX._grid);
 
-  Lattice<dotp> fine_inner(fine);
+  Lattice<dotp> fine_inner(fine); fine_inner.checkerboard = fineX.checkerboard;
   Lattice<dotp> coarse_inner(coarse);
 
+  // Precision promotion?
   fine_inner = localInnerProduct(fineX,fineY);
   blockSum(coarse_inner,fine_inner);
   parallel_for(int ss=0;ss<coarse->oSites();ss++){
@@ -193,7 +196,7 @@ template<class vobj,class CComplex>
 inline void blockNormalise(Lattice<CComplex> &ip,Lattice<vobj> &fineX)
 {
   GridBase *coarse = ip._grid;
-  Lattice<vobj> zz(fineX._grid); zz=zero;
+  Lattice<vobj> zz(fineX._grid); zz=zero; zz.checkerboard=fineX.checkerboard;
   blockInnerProduct(ip,fineX,fineX);
   ip = pow(ip,-0.5);
   blockZAXPY(fineX,ip,fineX,zz);
@@ -216,19 +219,25 @@ inline void blockSum(Lattice<vobj> &coarseData,const Lattice<vobj> &fineData)
     block_r[d] = fine->_rdimensions[d] / coarse->_rdimensions[d];
   }
 
+  // Turn this around to loop threaded over sc and interior loop 
+  // over sf would thread better
   coarseData=zero;
-  for(int sf=0;sf<fine->oSites();sf++){
+  parallel_region {
 
     int sc;
     std::vector<int> coor_c(_ndimension);
     std::vector<int> coor_f(_ndimension);
 
-    Lexicographic::CoorFromIndex(coor_f,sf,fine->_rdimensions);
+    parallel_for_internal(int sf=0;sf<fine->oSites();sf++){
-    for(int d=0;d<_ndimension;d++) coor_c[d]=coor_f[d]/block_r[d];
-    Lexicographic::IndexFromCoor(coor_c,sc,coarse->_rdimensions);
     
-    coarseData._odata[sc]=coarseData._odata[sc]+fineData._odata[sf];
+      Lexicographic::CoorFromIndex(coor_f,sf,fine->_rdimensions);
+      for(int d=0;d<_ndimension;d++) coor_c[d]=coor_f[d]/block_r[d];
+      Lexicographic::IndexFromCoor(coor_c,sc,coarse->_rdimensions);
       
+PARALLEL_CRITICAL
+      coarseData._odata[sc]=coarseData._odata[sc]+fineData._odata[sf];
+
+    }
   }
   return;
 }
@@ -238,7 +247,7 @@ inline void blockPick(GridBase *coarse,const Lattice<vobj> &unpicked,Lattice<vob
 {
   GridBase * fine = unpicked._grid;
 
-  Lattice<vobj> zz(fine);
+  Lattice<vobj> zz(fine); zz.checkerboard = unpicked.checkerboard;
   Lattice<iScalar<vInteger> > fcoor(fine);
 
   zz = zero;
@@ -303,20 +312,21 @@ inline void blockPromote(const Lattice<iVector<CComplex,nbasis > > &coarseData,
   }
 
   // Loop with a cache friendly loop ordering
-  for(int sf=0;sf<fine->oSites();sf++){
+  parallel_region {
-
     int sc;
     std::vector<int> coor_c(_ndimension);
     std::vector<int> coor_f(_ndimension);
 
-    Lexicographic::CoorFromIndex(coor_f,sf,fine->_rdimensions);
+    parallel_for_internal(int sf=0;sf<fine->oSites();sf++){
-    for(int d=0;d<_ndimension;d++) coor_c[d]=coor_f[d]/block_r[d];
-    Lexicographic::IndexFromCoor(coor_c,sc,coarse->_rdimensions);
 
-    for(int i=0;i<nbasis;i++) {
+      Lexicographic::CoorFromIndex(coor_f,sf,fine->_rdimensions);
-      if(i==0) fineData._odata[sf]=coarseData._odata[sc](i) * Basis[i]._odata[sf];
+      for(int d=0;d<_ndimension;d++) coor_c[d]=coor_f[d]/block_r[d];
-      else     fineData._odata[sf]=fineData._odata[sf]+coarseData._odata[sc](i)*Basis[i]._odata[sf];
+      Lexicographic::IndexFromCoor(coor_c,sc,coarse->_rdimensions);
       
+      for(int i=0;i<nbasis;i++) {
+	if(i==0) fineData._odata[sf]=coarseData._odata[sc](i) * Basis[i]._odata[sf];
+	else     fineData._odata[sf]=fineData._odata[sf]+coarseData._odata[sc](i)*Basis[i]._odata[sf];
+      }
     }
   }
   return;
@@ -685,5 +695,314 @@ void precisionChange(Lattice<VobjOut> &out, const Lattice<VobjIn> &in){
   }
 }
 
+////////////////////////////////////////////////////////////////////////////////
+// Communicate between grids
+////////////////////////////////////////////////////////////////////////////////
+//
+// All to all plan
+//
+// Subvolume on fine grid is v.    Vectors a,b,c,d 
+//
+///////////////////////////////////////////////////////////////////////////////////////////////////////////
+// SIMPLEST CASE:
+///////////////////////////////////////////////////////////////////////////////////////////////////////////
+// Mesh of nodes (2) ; subdivide to  1 subdivisions
+//
+// Lex ord:   
+//          N0 va0 vb0  N1 va1 vb1 
+//
+// For each dimension do an all to all
+//
+// full AllToAll(0)
+//          N0 va0 va1    N1 vb0 vb1
+//
+// REARRANGE
+//          N0 va01       N1 vb01
+//
+// Must also rearrange data to get into the NEW lex order of grid at each stage. Some kind of "insert/extract".
+// NB: Easiest to programme if keep in lex order.
+//
+///////////////////////////////////////////////////////////////////////////////////////////////////////////
+// SIMPLE CASE:
+///////////////////////////////////////////////////////////////////////////////////////////////////////////
+//
+// Mesh of nodes (2x2) ; subdivide to  1x1 subdivisions
+//
+// Lex ord:   
+//          N0 va0 vb0 vc0 vd0       N1 va1 vb1 vc1 vd1  
+//          N2 va2 vb2 vc2 vd2       N3 va3 vb3 vc3 vd3 
+//
+// Ratio = full[dim] / split[dim]
+//
+// For each dimension do an all to all; get Nvec -> Nvec / ratio
+//                                          Ldim -> Ldim * ratio
+//                                          LocalVol -> LocalVol * ratio
+// full AllToAll(0)
+//          N0 va0 vb0 va1 vb1       N1 vc0 vd0 vc1 vd1   
+//          N2 va2 vb2 va3 vb3       N3 vc2 vd2 vc3 vd3 
+//
+// REARRANGE
+//          N0 va01 vb01      N1 vc01 vd01
+//          N2 va23 vb23      N3 vc23 vd23
+//
+// full AllToAll(1)           // Not what is wanted. FIXME
+//          N0 va01 va23      N1 vc01 vc23 
+//          N2 vb01 vb23      N3 vd01 vd23
+// 
+// REARRANGE
+//          N0 va0123      N1 vc0123
+//          N2 vb0123      N3 vd0123
+//
+// Must also rearrange data to get into the NEW lex order of grid at each stage. Some kind of "insert/extract".
+// NB: Easiest to programme if keep in lex order.
+//
+/////////////////////////////////////////////////////////
+
+template<class Vobj>
+void Grid_split(std::vector<Lattice<Vobj> > & full,Lattice<Vobj>   & split)
+{
+  typedef typename Vobj::scalar_object Sobj;
+
+  int full_vecs   = full.size();
+
+  assert(full_vecs>=1);
+
+  GridBase * full_grid = full[0]._grid;
+  GridBase *split_grid = split._grid;
+
+  int       ndim  = full_grid->_ndimension;
+  int  full_nproc = full_grid->_Nprocessors;
+  int split_nproc =split_grid->_Nprocessors;
+
+  ////////////////////////////////
+  // Checkerboard management
+  ////////////////////////////////
+  int cb = full[0].checkerboard;
+  split.checkerboard = cb;
+
+  //////////////////////////////
+  // Checks
+  //////////////////////////////
+  assert(full_grid->_ndimension==split_grid->_ndimension);
+  for(int n=0;n<full_vecs;n++){
+    assert(full[n].checkerboard == cb);
+    for(int d=0;d<ndim;d++){
+      assert(full[n]._grid->_gdimensions[d]==split._grid->_gdimensions[d]);
+      assert(full[n]._grid->_fdimensions[d]==split._grid->_fdimensions[d]);
+    }
+  }
+
+  int   nvector   =full_nproc/split_nproc; 
+  assert(nvector*split_nproc==full_nproc);
+  assert(nvector == full_vecs);
+
+  std::vector<int> ratio(ndim);
+  for(int d=0;d<ndim;d++){
+    ratio[d] = full_grid->_processors[d]/ split_grid->_processors[d];
+  }
+
+  uint64_t lsites = full_grid->lSites();
+  uint64_t     sz = lsites * nvector;
+  std::vector<Sobj> tmpdata(sz);
+  std::vector<Sobj> alldata(sz);
+  std::vector<Sobj> scalardata(lsites); 
+
+  for(int v=0;v<nvector;v++){
+    unvectorizeToLexOrdArray(scalardata,full[v]);    
+    parallel_for(int site=0;site<lsites;site++){
+      alldata[v*lsites+site] = scalardata[site];
+    }
+  }
+
+  int nvec = nvector; // Counts down to 1 as we collapse dims
+  std::vector<int> ldims = full_grid->_ldimensions;
+  std::vector<int> lcoor(ndim);
+
+  for(int d=ndim-1;d>=0;d--){
+
+    if ( ratio[d] != 1 ) {
+
+      full_grid ->AllToAll(d,alldata,tmpdata);
+      //      std::cout << GridLogMessage << "Grid_split: dim " <<d<<" ratio "<<ratio[d]<<" nvec "<<nvec<<" procs "<<split_grid->_processors[d]<<std::endl;
+      //      for(int v=0;v<nvec;v++){
+      //	std::cout << "Grid_split: alldata["<<v<<"] " << alldata[v] <<std::endl;
+      //	std::cout << "Grid_split: tmpdata["<<v<<"] " << tmpdata[v] <<std::endl;
+      //      }
+      //////////////////////////////////////////
+      //Local volume for this dimension is expanded by ratio of processor extents
+      // Number of vectors is decreased by same factor
+      // Rearrange to lexico for bigger volume
+      //////////////////////////////////////////
+      nvec    /= ratio[d];
+
+      auto rdims = ldims; rdims[d]  *=   ratio[d];
+      auto rsites= lsites*ratio[d];
+      for(int v=0;v<nvec;v++){
+
+	// For loop over each site within old subvol
+	for(int lsite=0;lsite<lsites;lsite++){
+
+	  Lexicographic::CoorFromIndex(lcoor, lsite, ldims);	  
+
+	  for(int r=0;r<ratio[d];r++){ // ratio*nvec terms
+
+	    auto rcoor = lcoor;	    rcoor[d]  += r*ldims[d];
+
+	    int rsite; Lexicographic::IndexFromCoor(rcoor, rsite, rdims);	  
+	    rsite += v * rsites;
+
+	    int rmul=nvec*lsites;
+	    int vmul=     lsites;
+	    alldata[rsite] = tmpdata[lsite+r*rmul+v*vmul];
+	    //	    if ( lsite==0 ) {
+	    //	      std::cout << "Grid_split: grow alldata["<<rsite<<"] " << alldata[rsite] << " <- tmpdata["<< lsite+r*rmul+v*vmul<<"] "<<tmpdata[lsite+r*rmul+v*vmul]  <<std::endl;
+	    //	    }	      
+	  }
+	}
+      }
+      ldims[d]*= ratio[d];
+      lsites  *= ratio[d];
+
+      if ( split_grid->_processors[d] > 1 ) {
+	tmpdata = alldata;
+	split_grid->AllToAll(d,tmpdata,alldata);
+      }
+    }
+  }
+  vectorizeFromLexOrdArray(alldata,split);    
+}
+
+template<class Vobj>
+void Grid_split(Lattice<Vobj> &full,Lattice<Vobj>   & split)
+{
+  int nvector = full._grid->_Nprocessors / split._grid->_Nprocessors;
+  std::vector<Lattice<Vobj> > full_v(nvector,full._grid);
+  for(int n=0;n<nvector;n++){
+    full_v[n] = full;
+  }
+  Grid_split(full_v,split);
+}
+
+template<class Vobj>
+void Grid_unsplit(std::vector<Lattice<Vobj> > & full,Lattice<Vobj>   & split)
+{
+  typedef typename Vobj::scalar_object Sobj;
+
+  int full_vecs   = full.size();
+
+  assert(full_vecs>=1);
+
+  GridBase * full_grid = full[0]._grid;
+  GridBase *split_grid = split._grid;
+
+  int       ndim  = full_grid->_ndimension;
+  int  full_nproc = full_grid->_Nprocessors;
+  int split_nproc =split_grid->_Nprocessors;
+
+  ////////////////////////////////
+  // Checkerboard management
+  ////////////////////////////////
+  int cb = full[0].checkerboard;
+  split.checkerboard = cb;
+
+  //////////////////////////////
+  // Checks
+  //////////////////////////////
+  assert(full_grid->_ndimension==split_grid->_ndimension);
+  for(int n=0;n<full_vecs;n++){
+    assert(full[n].checkerboard == cb);
+    for(int d=0;d<ndim;d++){
+      assert(full[n]._grid->_gdimensions[d]==split._grid->_gdimensions[d]);
+      assert(full[n]._grid->_fdimensions[d]==split._grid->_fdimensions[d]);
+    }
+  }
+
+  int   nvector   =full_nproc/split_nproc; 
+  assert(nvector*split_nproc==full_nproc);
+  assert(nvector == full_vecs);
+
+  std::vector<int> ratio(ndim);
+  for(int d=0;d<ndim;d++){
+    ratio[d] = full_grid->_processors[d]/ split_grid->_processors[d];
+  }
+
+  uint64_t lsites = full_grid->lSites();
+  uint64_t     sz = lsites * nvector;
+  std::vector<Sobj> tmpdata(sz);
+  std::vector<Sobj> alldata(sz);
+  std::vector<Sobj> scalardata(lsites); 
+
+  unvectorizeToLexOrdArray(alldata,split);    
+
+  /////////////////////////////////////////////////////////////////
+  // Start from split grid and work towards full grid
+  /////////////////////////////////////////////////////////////////
+  std::vector<int> lcoor(ndim);
+  std::vector<int> rcoor(ndim);
+
+  int nvec = 1;
+  lsites = split_grid->lSites();
+  std::vector<int> ldims = split_grid->_ldimensions;
+
+  //  for(int d=ndim-1;d>=0;d--){
+  for(int d=0;d<ndim;d++){
+
+    if ( ratio[d] != 1 ) {
+
+
+      if ( split_grid->_processors[d] > 1 ) {
+	tmpdata = alldata;
+	split_grid->AllToAll(d,tmpdata,alldata);
+      }
+
+      //////////////////////////////////////////
+      //Local volume for this dimension is expanded by ratio of processor extents
+      // Number of vectors is decreased by same factor
+      // Rearrange to lexico for bigger volume
+      //////////////////////////////////////////
+      auto rsites= lsites/ratio[d];
+      auto rdims = ldims; rdims[d]/=ratio[d];
+
+      for(int v=0;v<nvec;v++){
+
+	// rsite, rcoor --> smaller local volume
+	// lsite, lcoor --> bigger original (single node?) volume
+	// For loop over each site within smaller subvol
+	for(int rsite=0;rsite<rsites;rsite++){
+
+	  Lexicographic::CoorFromIndex(rcoor, rsite, rdims);	  
+	  int lsite;
+
+	  for(int r=0;r<ratio[d];r++){ 
+
+	    lcoor = rcoor; lcoor[d] += r*rdims[d];
+	    Lexicographic::IndexFromCoor(lcoor, lsite, ldims); lsite += v * lsites;
+
+	    int rmul=nvec*rsites;
+	    int vmul=     rsites;
+	    tmpdata[rsite+r*rmul+v*vmul]=alldata[lsite];
+
+	  }
+	}
+      }
+      nvec   *= ratio[d];
+      ldims[d]=rdims[d];
+      lsites  =rsites;
+
+      full_grid ->AllToAll(d,tmpdata,alldata);
+    }
+  }
+
+  lsites = full_grid->lSites();
+  for(int v=0;v<nvector;v++){
+    assert(v<full.size());
+    parallel_for(int site=0;site<lsites;site++){
+      scalardata[site] = alldata[v*lsites+site];
+    }
+    vectorizeFromLexOrdArray(scalardata,full[v]);    
+  }
+}
+
+ 
 }
 #endif

lib/log/Log.cc

@@ -50,7 +50,7 @@ namespace Grid {
     return (status==0) ? res.get() : name ;
   }
   
-GridStopWatch Logger::StopWatch;
+GridStopWatch Logger::GlobalStopWatch;
 int Logger::timestamp;
 std::ostream Logger::devnull(0);
 
@@ -59,13 +59,15 @@ void GridLogTimestamp(int on){
 }
 
 Colours GridLogColours(0);
-GridLogger GridLogError(1, "Error", GridLogColours, "RED");
+GridLogger GridLogIRL    (1, "IRL"   , GridLogColours, "NORMAL");
+GridLogger GridLogSolver (1, "Solver", GridLogColours, "NORMAL");
+GridLogger GridLogError  (1, "Error" , GridLogColours, "RED");
 GridLogger GridLogWarning(1, "Warning", GridLogColours, "YELLOW");
 GridLogger GridLogMessage(1, "Message", GridLogColours, "NORMAL");
-GridLogger GridLogDebug(1, "Debug", GridLogColours, "PURPLE");
+GridLogger GridLogDebug  (1, "Debug", GridLogColours, "PURPLE");
 GridLogger GridLogPerformance(1, "Performance", GridLogColours, "GREEN");
-GridLogger GridLogIterative(1, "Iterative", GridLogColours, "BLUE");
+GridLogger GridLogIterative  (1, "Iterative", GridLogColours, "BLUE");
-GridLogger GridLogIntegrator(1, "Integrator", GridLogColours, "BLUE");
+GridLogger GridLogIntegrator (1, "Integrator", GridLogColours, "BLUE");
 
 void GridLogConfigure(std::vector<std::string> &logstreams) {
   GridLogError.Active(0);

lib/log/Log.h

@@ -85,12 +85,15 @@ class Logger {
 protected:
   Colours &Painter;
   int active;
+  int timing_mode;
   static int timestamp;
   std::string name, topName;
   std::string COLOUR;
 
 public:
-  static GridStopWatch StopWatch;
+  static GridStopWatch GlobalStopWatch;
+  GridStopWatch         LocalStopWatch;
+  GridStopWatch *StopWatch;
   static std::ostream devnull;
 
   std::string background() {return Painter.colour["NORMAL"];}
@@ -101,22 +104,38 @@ public:
     name(nm),
     topName(topNm),
     Painter(col_class),
-    COLOUR(col) {} ;
+    timing_mode(0),
+    COLOUR(col) 
+    {
+      StopWatch = & GlobalStopWatch;
+    };
   
   void Active(int on) {active = on;};
   int  isActive(void) {return active;};
   static void Timestamp(int on) {timestamp = on;};
+  void Reset(void) { 
+    StopWatch->Reset(); 
+    StopWatch->Start(); 
+  }
+  void TimingMode(int on) { 
+    timing_mode = on; 
+    if(on) { 
+      StopWatch = &LocalStopWatch;
+      Reset(); 
+    }
+  }
 
   friend std::ostream& operator<< (std::ostream& stream, Logger& log){
 
     if ( log.active ) {
-      stream << log.background()<< std::setw(8) << std::left << log.topName << log.background()<< " : ";
+      stream << log.background()<<  std::left << log.topName << log.background()<< " : ";
-      stream << log.colour() << std::setw(10) << std::left << log.name << log.background() << " : ";
+      stream << log.colour() <<  std::left << log.name << log.background() << " : ";
       if ( log.timestamp ) {
-	StopWatch.Stop();
+	log.StopWatch->Stop();
-	GridTime now = StopWatch.Elapsed();
+	GridTime now = log.StopWatch->Elapsed();
-	StopWatch.Start();
+	if ( log.timing_mode==1 ) log.StopWatch->Reset();
-	stream << log.evidence()<< now << log.background() << " : " ;
+	log.StopWatch->Start();
+	stream << log.evidence()<< std::setw(6)<<now << log.background() << " : " ;
       }
       stream << log.colour();
       return stream;
@@ -135,6 +154,8 @@ public:
 
 void GridLogConfigure(std::vector<std::string> &logstreams);
 
+extern GridLogger GridLogIRL;
+extern GridLogger GridLogSolver;
 extern GridLogger GridLogError;
 extern GridLogger GridLogWarning;
 extern GridLogger GridLogMessage;

lib/parallelIO/BinaryIO.h

@@ -261,7 +261,7 @@ class BinaryIO {
 			      GridBase *grid,
 			      std::vector<fobj> &iodata,
 			      std::string file,
-			      int offset,
+			      Integer offset,
 			      const std::string &format, int control,
 			      uint32_t &nersc_csum,
 			      uint32_t &scidac_csuma,
@@ -356,7 +356,7 @@ class BinaryIO {
 
       if ( (control & BINARYIO_LEXICOGRAPHIC) && (nrank > 1) ) {
 #ifdef USE_MPI_IO
-	std::cout<< GridLogMessage<< "MPI read I/O "<< file<< std::endl;
+	std::cout<< GridLogMessage<<"IOobject: MPI read I/O "<< file<< std::endl;
 	ierr=MPI_File_open(grid->communicator,(char *) file.c_str(), MPI_MODE_RDONLY, MPI_INFO_NULL, &fh);    assert(ierr==0);
 	ierr=MPI_File_set_view(fh, disp, mpiObject, fileArray, "native", MPI_INFO_NULL);    assert(ierr==0);
 	ierr=MPI_File_read_all(fh, &iodata[0], 1, localArray, &status);    assert(ierr==0);
@@ -367,7 +367,7 @@ class BinaryIO {
 	assert(0);
 #endif
       } else {
-        std::cout << GridLogMessage << "C++ read I/O " << file << " : "
+	std::cout << GridLogMessage <<"IOobject: C++ read I/O " << file << " : "
                   << iodata.size() * sizeof(fobj) << " bytes" << std::endl;
         std::ifstream fin;
         fin.open(file, std::ios::binary | std::ios::in);
@@ -413,9 +413,9 @@ class BinaryIO {
       timer.Start();
       if ( (control & BINARYIO_LEXICOGRAPHIC) && (nrank > 1) ) {
 #ifdef USE_MPI_IO
-        std::cout << GridLogMessage << "MPI write I/O " << file << std::endl;
+        std::cout << GridLogMessage <<"IOobject: MPI write I/O " << file << std::endl;
         ierr = MPI_File_open(grid->communicator, (char *)file.c_str(), MPI_MODE_RDWR | MPI_MODE_CREATE, MPI_INFO_NULL, &fh);
-        std::cout << GridLogMessage << "Checking for errors" << std::endl;
+	//        std::cout << GridLogMessage << "Checking for errors" << std::endl;
         if (ierr != MPI_SUCCESS)
         {
           char error_string[BUFSIZ];
@@ -445,46 +445,54 @@ class BinaryIO {
 #endif
       } else { 
 
-	std::ofstream fout; 
+        std::cout << GridLogMessage << "IOobject: C++ write I/O " << file << " : "
-  fout.exceptions ( std::fstream::failbit | std::fstream::badbit );
+                  << iodata.size() * sizeof(fobj) << " bytes" << std::endl;
-  try {
-    fout.open(file,std::ios::binary|std::ios::out|std::ios::in);
-  } catch (const std::fstream::failure& exc) {
-    std::cout << GridLogError << "Error in opening the file " << file << " for output" <<std::endl;
-    std::cout << GridLogError << "Exception description: " << exc.what() << std::endl;
-    std::cout << GridLogError << "Probable cause: wrong path, inaccessible location "<< std::endl;
-    #ifdef USE_MPI_IO
-    MPI_Abort(MPI_COMM_WORLD,1);
-    #else
-    exit(1);
-    #endif
-  }
-	std::cout << GridLogMessage<< "C++ write I/O "<< file<<" : "
-		        << iodata.size()*sizeof(fobj)<<" bytes"<<std::endl;
         
-  if ( control & BINARYIO_MASTER_APPEND )  {
+	std::ofstream fout; 
-	  fout.seekp(0,fout.end);
+	fout.exceptions ( std::fstream::failbit | std::fstream::badbit );
-	} else {
+	try {
-	  fout.seekp(offset+myrank*lsites*sizeof(fobj));
+	  fout.open(file,std::ios::binary|std::ios::out|std::ios::in);
+	} catch (const std::fstream::failure& exc) {
+	  std::cout << GridLogError << "Error in opening the file " << file << " for output" <<std::endl;
+	  std::cout << GridLogError << "Exception description: " << exc.what() << std::endl;
+	  std::cout << GridLogError << "Probable cause: wrong path, inaccessible location "<< std::endl;
+#ifdef USE_MPI_IO
+	  MPI_Abort(MPI_COMM_WORLD,1);
+#else
+	  exit(1);
+#endif
 	}
 	
-  try {
+	if ( control & BINARYIO_MASTER_APPEND )  {
-  	fout.write((char *)&iodata[0],iodata.size()*sizeof(fobj));//assert( fout.fail()==0);
+	  try {
-  }
+	    fout.seekp(0,fout.end);
-  catch (const std::fstream::failure& exc) {
+	  } catch (const std::fstream::failure& exc) {
-    std::cout << "Exception in writing file " << file << std::endl;
+	    std::cout << "Exception in seeking file end " << file << std::endl;
-    std::cout << GridLogError << "Exception description: "<< exc.what() << std::endl;
+	  }
-    #ifdef USE_MPI_IO
+	} else {
-    MPI_Abort(MPI_COMM_WORLD,1);
+	  try { 
-    #else
+	    fout.seekp(offset+myrank*lsites*sizeof(fobj));
-    exit(1);
+	  } catch (const std::fstream::failure& exc) {
-    #endif
+	    std::cout << "Exception in seeking file " << file <<" offset "<< offset << std::endl;
-  }
+	  }
+	}
 
+	try {
+	  fout.write((char *)&iodata[0],iodata.size()*sizeof(fobj));//assert( fout.fail()==0);
+	}
+	catch (const std::fstream::failure& exc) {
+	  std::cout << "Exception in writing file " << file << std::endl;
+	  std::cout << GridLogError << "Exception description: "<< exc.what() << std::endl;
+#ifdef USE_MPI_IO
+	  MPI_Abort(MPI_COMM_WORLD,1);
+#else
+	  exit(1);
+#endif
+	}
 	fout.close();
-  }
+      }
-  timer.Stop();
+      timer.Stop();
-  }
+    }
     
     std::cout<<GridLogMessage<<"IOobject: ";
     if ( control & BINARYIO_READ) std::cout << " read  ";
@@ -515,7 +523,7 @@ class BinaryIO {
   static inline void readLatticeObject(Lattice<vobj> &Umu,
 				       std::string file,
 				       munger munge,
-				       int offset,
+				       Integer offset,
 				       const std::string &format,
 				       uint32_t &nersc_csum,
 				       uint32_t &scidac_csuma,
@@ -552,7 +560,7 @@ class BinaryIO {
     static inline void writeLatticeObject(Lattice<vobj> &Umu,
 					  std::string file,
 					  munger munge,
-					  int offset,
+					  Integer offset,
 					  const std::string &format,
 					  uint32_t &nersc_csum,
 					  uint32_t &scidac_csuma,
@@ -589,7 +597,7 @@ class BinaryIO {
   static inline void readRNG(GridSerialRNG &serial,
 			     GridParallelRNG &parallel,
 			     std::string file,
-			     int offset,
+			     Integer offset,
 			     uint32_t &nersc_csum,
 			     uint32_t &scidac_csuma,
 			     uint32_t &scidac_csumb)
@@ -651,7 +659,7 @@ class BinaryIO {
   static inline void writeRNG(GridSerialRNG &serial,
 			      GridParallelRNG &parallel,
 			      std::string file,
-			      int offset,
+			      Integer offset,
 			      uint32_t &nersc_csum,
 			      uint32_t &scidac_csuma,
 			      uint32_t &scidac_csumb)

lib/parallelIO/IldgIO.h

@@ -147,7 +147,7 @@ namespace QCD {
 
    _scidacRecord = sr;
 
-   std::cout << GridLogMessage << "Build SciDAC datatype " <<sr.datatype<<std::endl;
+   //   std::cout << GridLogMessage << "Build SciDAC datatype " <<sr.datatype<<std::endl;
  }
  
  ///////////////////////////////////////////////////////
@@ -159,7 +159,7 @@ namespace QCD {
    uint32_t scidac_checksumb = stoull(scidacChecksum_.sumb,0,16);
    if ( scidac_csuma !=scidac_checksuma) return 0;
    if ( scidac_csumb !=scidac_checksumb) return 0;
-    return 1;
+   return 1;
  }
 
 ////////////////////////////////////////////////////////////////////////////////////
@@ -224,7 +224,7 @@ class GridLimeReader : public BinaryIO {
 
 	assert(PayloadSize == file_bytes);// Must match or user error
 
-	off_t offset= ftell(File);
+	uint64_t offset= ftello(File);
 	//	std::cout << " ReadLatticeObject from offset "<<offset << std::endl;
 	BinarySimpleMunger<sobj,sobj> munge;
 	BinaryIO::readLatticeObject< vobj, sobj >(field, filename, munge, offset, format,nersc_csum,scidac_csuma,scidac_csumb);
@@ -237,7 +237,7 @@ class GridLimeReader : public BinaryIO {
 	/////////////////////////////////////////////
 	// Verify checksums
 	/////////////////////////////////////////////
-	scidacChecksumVerify(scidacChecksum_,scidac_csuma,scidac_csumb);
+	assert(scidacChecksumVerify(scidacChecksum_,scidac_csuma,scidac_csumb)==1);
 	return;
       }
     }
@@ -253,16 +253,13 @@ class GridLimeReader : public BinaryIO {
     while ( limeReaderNextRecord(LimeR) == LIME_SUCCESS ) { 
 
       //      std::cout << GridLogMessage<< " readLimeObject seeking "<< record_name <<" found record :" <<limeReaderType(LimeR) <<std::endl;
-
       uint64_t nbytes = limeReaderBytes(LimeR);//size of this record (configuration)
 
       if ( !strncmp(limeReaderType(LimeR), record_name.c_str(),strlen(record_name.c_str()) )  ) {
 
 	//	std::cout << GridLogMessage<< " readLimeObject matches ! " << record_name <<std::endl;
-
 	std::vector<char> xmlc(nbytes+1,'\0');
 	limeReaderReadData((void *)&xmlc[0], &nbytes, LimeR);    
-
 	//	std::cout << GridLogMessage<< " readLimeObject matches XML " << &xmlc[0] <<std::endl;
 
 	XmlReader RD(&xmlc[0],"");
@@ -332,7 +329,7 @@ class GridLimeWriter : public BinaryIO {
     err=limeWriteRecordData(&xmlstring[0], &nbytes, LimeW); assert(err>=0);
     err=limeWriterCloseRecord(LimeW);                       assert(err>=0);
     limeDestroyHeader(h);
-    //    std::cout << " File offset is now"<<ftell(File) << std::endl;
+    //    std::cout << " File offset is now"<<ftello(File) << std::endl;
   }
   ////////////////////////////////////////////
   // Write a generic lattice field and csum
@@ -349,7 +346,6 @@ class GridLimeWriter : public BinaryIO {
     uint64_t PayloadSize = sizeof(sobj) * field._grid->_gsites;
     createLimeRecordHeader(record_name, 0, 0, PayloadSize);
 
-
     //    std::cout << "W sizeof(sobj)"      <<sizeof(sobj)<<std::endl;
     //    std::cout << "W Gsites "           <<field._grid->_gsites<<std::endl;
     //    std::cout << "W Payload expected " <<PayloadSize<<std::endl;
@@ -361,18 +357,20 @@ class GridLimeWriter : public BinaryIO {
     // These are both buffered, so why I think this code is right is as follows.
     //
     // i)  write record header to FILE *File, telegraphing the size. 
-    // ii) ftell reads the offset from FILE *File .
+    // ii) ftello reads the offset from FILE *File .
     // iii) iostream / MPI Open independently seek this offset. Write sequence direct to disk.
     //      Closes iostream and flushes.
     // iv) fseek on FILE * to end of this disjoint section.
     //  v) Continue writing scidac record.
     ////////////////////////////////////////////////////////////////////
-    off_t offset = ftell(File);
+    uint64_t offset = ftello(File);
     //    std::cout << " Writing to offset "<<offset << std::endl;
     std::string format = getFormatString<vobj>();
     BinarySimpleMunger<sobj,sobj> munge;
     BinaryIO::writeLatticeObject<vobj,sobj>(field, filename, munge, offset, format,nersc_csum,scidac_csuma,scidac_csumb);
+    //    fseek(File,0,SEEK_END);    offset = ftello(File);std::cout << " offset now "<<offset << std::endl;
     err=limeWriterCloseRecord(LimeW);  assert(err>=0);
+
     ////////////////////////////////////////
     // Write checksum element, propagaing forward from the BinaryIO
     // Always pair a checksum with a binary object, and close message
@@ -382,7 +380,7 @@ class GridLimeWriter : public BinaryIO {
     std::stringstream streamb; streamb << std::hex << scidac_csumb;
     checksum.suma= streama.str();
     checksum.sumb= streamb.str();
-    std::cout << GridLogMessage<<" writing scidac checksums "<<std::hex<<scidac_csuma<<"/"<<scidac_csumb<<std::dec<<std::endl;
+    //    std::cout << GridLogMessage<<" writing scidac checksums "<<std::hex<<scidac_csuma<<"/"<<scidac_csumb<<std::dec<<std::endl;
     writeLimeObject(0,1,checksum,std::string("scidacChecksum"),std::string(SCIDAC_CHECKSUM));
   }
 };
@@ -642,7 +640,7 @@ class IldgReader : public GridLimeReader {
 	// Copy out the string
 	std::vector<char> xmlc(nbytes+1,'\0');
 	limeReaderReadData((void *)&xmlc[0], &nbytes, LimeR);    
-	std::cout << GridLogMessage<< "Non binary record :" <<limeReaderType(LimeR) <<std::endl; //<<"\n"<<(&xmlc[0])<<std::endl;
+	//	std::cout << GridLogMessage<< "Non binary record :" <<limeReaderType(LimeR) <<std::endl; //<<"\n"<<(&xmlc[0])<<std::endl;
 
 	//////////////////////////////////
 	// ILDG format record
@@ -686,7 +684,7 @@ class IldgReader : public GridLimeReader {
 	  std::string xmls(&xmlc[0]);
 	  // is it a USQCD info field
 	  if ( xmls.find(std::string("usqcdInfo")) != std::string::npos ) { 
-	    std::cout << GridLogMessage<<"...found a usqcdInfo field"<<std::endl;
+	    //	    std::cout << GridLogMessage<<"...found a usqcdInfo field"<<std::endl;
 	    XmlReader RD(&xmlc[0],"");
 	    read(RD,"usqcdInfo",usqcdInfo_);
 	    found_usqcdInfo = 1;
@@ -704,8 +702,7 @@ class IldgReader : public GridLimeReader {
 	// Binary data
 	/////////////////////////////////
 	std::cout << GridLogMessage << "ILDG Binary record found : "  ILDG_BINARY_DATA << std::endl;
-	off_t offset= ftell(File);
+	uint64_t offset= ftello(File);
-
 	if ( format == std::string("IEEE64BIG") ) {
 	  GaugeSimpleMunger<dobj, sobj> munge;
 	  BinaryIO::readLatticeObject< vobj, dobj >(Umu, filename, munge, offset, format,nersc_csum,scidac_csuma,scidac_csumb);

lib/qcd/action/Action.h

@@ -47,8 +47,4 @@ Author: paboyle <paboyle@ph.ed.ac.uk>
 ////////////////////////////////////////
 #include <Grid/qcd/action/pseudofermion/PseudoFermion.h>
 
-////////////////////////////////////////////////////////////////////////
-// Laplacian on fermion fields
-////////////////////////////////////////////////////////////////////////
-#include <Grid/qcd/utils/CovariantLaplacian.h>
 #endif

lib/qcd/action/ActionCore.h

@@ -53,7 +53,7 @@ directory
 // Utility functions
 ////////////////////////////////////////////
 #include <Grid/qcd/utils/Metric.h>
-#include <Grid/qcd/utils/CovariantAdjointLaplacian.h>
+#include <Grid/qcd/utils/CovariantLaplacian.h>
 
 
 

lib/qcd/action/fermion/DomainWallEOFAFermion.cc

@@ -60,11 +60,11 @@ namespace QCD {
         Approx::zolotarev_free(zdata);
     }
 
-    /*
+    /***************************************************************
-     Additional EOFA operators only called outside the inverter.
+     * Additional EOFA operators only called outside the inverter.
-     Since speed is not essential, simple axpby-style
+     * Since speed is not essential, simple axpby-style
-     implementations should be fine.
+     * implementations should be fine.
-    */
+     ***************************************************************/
     template<class Impl>
     void DomainWallEOFAFermion<Impl>::Omega(const FermionField& psi, FermionField& Din, int sign, int dag)
     {
@@ -115,9 +115,9 @@ namespace QCD {
         return(norm2(chi));
     }
 
-    
+    /********************************************************************
-    // Performance critical fermion operators called inside the inverter
+     * Performance critical fermion operators called inside the inverter
-    
+     ********************************************************************/
 
     template<class Impl>
     void DomainWallEOFAFermion<Impl>::M5D(const FermionField& psi, FermionField& chi)

lib/qcd/action/fermion/MobiusEOFAFermion.cc

@@ -77,11 +77,11 @@ namespace QCD {
       }
     }
 
-    /*
+    /****************************************************************
-     Additional EOFA operators only called outside the inverter.
+     * Additional EOFA operators only called outside the inverter.  
-     Since speed is not essential, simple axpby-style
+     * Since speed is not essential, simple axpby-style
-     implementations should be fine.
+     * implementations should be fine.
-    */
+     ***************************************************************/
     template<class Impl>
     void MobiusEOFAFermion<Impl>::Omega(const FermionField& psi, FermionField& Din, int sign, int dag)
     {
@@ -193,9 +193,9 @@ namespace QCD {
       return(norm2(chi));
     }
 
-    
+    /********************************************************************
-    // Performance critical fermion operators called inside the inverter
+     * Performance critical fermion operators called inside the inverter
-    
+     ********************************************************************/
 
     template<class Impl>
     void MobiusEOFAFermion<Impl>::M5D(const FermionField& psi, FermionField& chi)

lib/qcd/action/pseudofermion/EvenOddSchurDifferentiable.h

@@ -38,7 +38,7 @@ namespace Grid{
     //         (Moe Moo)    (Moe Mee^-1    1 )   (0   Moo-Moe Mee^-1 Meo)  (0   1         )
     //
     // Determinant is det of middle factor
-    // NOTICE: This assumes Mee is indept of U in computing the derivative
+    // This assumes Mee is indept of U.
     //
     template<class Impl>
     class SchurDifferentiableOperator :  public SchurDiagMooeeOperator<FermionOperator<Impl>,typename Impl::FermionField> 
@@ -77,7 +77,7 @@ namespace Grid{
           //  X^dag Der_oe MeeInv Meo Y
           // Use Mooee as nontrivial but gauge field indept
           this->_Mat.Meooe   (V,tmp1);      // odd->even -- implicit -0.5 factor to be applied
-	        this->_Mat.MooeeInv(tmp1,tmp2);   // even->even 
+	  this->_Mat.MooeeInv(tmp1,tmp2);   // even->even 
           this->_Mat.MoeDeriv(ForceO,U,tmp2,DaggerNo);
           //  Accumulate X^dag M_oe MeeInv Der_eo Y
           this->_Mat.MeooeDag   (U,tmp1);    // even->odd -- implicit -0.5 factor to be applied

lib/qcd/hmc/integrators/Integrator_algorithm.h

@@ -231,7 +231,7 @@ class ForceGradient : public Integrator<FieldImplementation, SmearingPolicy,
     Field Pfg(U._grid);
     Ufg = U;
     Pfg = zero;
-    std::cout << GridLogMessage << "FG update " << fg_dt << " " << ep
+    std::cout << GridLogIntegrator << "FG update " << fg_dt << " " << ep
               << std::endl;
     // prepare_fg; no prediction/result cache for now
     // could relax CG stopping conditions for the

lib/qcd/utils/CovariantAdjointLaplacian.h

@@ -1,209 +0,0 @@
-/*************************************************************************************
-
-Grid physics library, www.github.com/paboyle/Grid
-
-Source file: ./lib/qcd/action/scalar/CovariantAdjointLaplacian.h
-
-Copyright (C) 2016
-
-Author: Guido Cossu <guido.cossu@ed.ac.uk>
-
-This program is free software; you can redistribute it and/or modify
-it under the terms of the GNU General Public License as published by
-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,
-but WITHOUT ANY WARRANTY; without even the implied warranty of
-MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
-GNU General Public License for more details.
-
-You should have received a copy of the GNU General Public License along
-with this program; if not, write to the Free Software Foundation, Inc.,
-51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
-
-See the full license in the file "LICENSE" in the top level distribution
-directory
-*************************************************************************************/
-/*  END LEGAL */
-
-#ifndef COVARIANT_ADJOINT_LAPLACIAN_H
-#define COVARIANT_ADJOINT_LAPLACIAN_H
-
-namespace Grid
-{
-namespace QCD
-{
-
-struct LaplacianParams : Serializable
-{
-  GRID_SERIALIZABLE_CLASS_MEMBERS(LaplacianParams,
-                                  RealD, lo,
-                                  RealD, hi,
-                                  int, MaxIter,
-                                  RealD, tolerance,
-                                  int, degree,
-                                  int, precision);
-
-  // constructor
-  LaplacianParams(RealD lo = 0.0,
-                  RealD hi = 1.0,
-                  int maxit = 1000,
-                  RealD tol = 1.0e-8,
-                  int degree = 10,
-                  int precision = 64)
-      : lo(lo),
-        hi(hi),
-        MaxIter(maxit),
-        tolerance(tol),
-        degree(degree),
-        precision(precision){};
-};
-
-////////////////////////////////////////////////////////////
-// Laplacian operator L on adjoint fields
-//
-// phi: adjoint field
-// L: D_mu^dag D_mu
-//
-// L phi(x) = Sum_mu [ U_mu(x)phi(x+mu)U_mu(x)^dag +
-//                     U_mu(x-mu)^dag phi(x-mu)U_mu(x-mu)
-//                     -2phi(x)]
-//
-// Operator designed to be encapsulated by
-// an HermitianLinearOperator<.. , ..>
-////////////////////////////////////////////////////////////
-
-template <class Impl>
-class LaplacianAdjointField : public Metric<typename Impl::Field>
-{
-  OperatorFunction<typename Impl::Field> &Solver;
-  LaplacianParams param;
-  MultiShiftFunction PowerHalf;
-  MultiShiftFunction PowerInvHalf;
-
-public:
-  INHERIT_GIMPL_TYPES(Impl);
-
-  LaplacianAdjointField(GridBase *grid, OperatorFunction<GaugeField> &S, LaplacianParams &p, const RealD k = 1.0)
-      : U(Nd, grid), Solver(S), param(p), kappa(k)
-  {
-    AlgRemez remez(param.lo, param.hi, param.precision);
-    std::cout << GridLogMessage << "Generating degree " << param.degree << " for x^(1/2)" << std::endl;
-    remez.generateApprox(param.degree, 1, 2);
-    PowerHalf.Init(remez, param.tolerance, false);
-    PowerInvHalf.Init(remez, param.tolerance, true);
-  };
-
-  void Mdir(const GaugeField &, GaugeField &, int, int) { assert(0); }
-  void Mdiag(const GaugeField &, GaugeField &) { assert(0); }
-
-  void ImportGauge(const GaugeField &_U)
-  {
-    for (int mu = 0; mu < Nd; mu++)
-    {
-      U[mu] = PeekIndex<LorentzIndex>(_U, mu);
-    }
-  }
-
-  void M(const GaugeField &in, GaugeField &out)
-  {
-    // in is an antihermitian matrix
-    // test
-    //GaugeField herm = in + adj(in);
-    //std::cout << "AHermiticity: " << norm2(herm) << std::endl;
-
-    GaugeLinkField tmp(in._grid);
-    GaugeLinkField tmp2(in._grid);
-    GaugeLinkField sum(in._grid);
-
-    for (int nu = 0; nu < Nd; nu++)
-    {
-      sum = zero;
-      GaugeLinkField in_nu = PeekIndex<LorentzIndex>(in, nu);
-      GaugeLinkField out_nu(out._grid);
-      for (int mu = 0; mu < Nd; mu++)
-      {
-        tmp = U[mu] * Cshift(in_nu, mu, +1) * adj(U[mu]);
-        tmp2 = adj(U[mu]) * in_nu * U[mu];
-        sum += tmp + Cshift(tmp2, mu, -1) - 2.0 * in_nu;
-      }
-      out_nu = (1.0 - kappa) * in_nu - kappa / (double(4 * Nd)) * sum;
-      PokeIndex<LorentzIndex>(out, out_nu, nu);
-    }
-  }
-
-  void MDeriv(const GaugeField &in, GaugeField &der)
-  {
-    // in is anti-hermitian
-    RealD factor = -kappa / (double(4 * Nd));
-
-    for (int mu = 0; mu < Nd; mu++)
-    {
-      GaugeLinkField der_mu(der._grid);
-      der_mu = zero;
-      for (int nu = 0; nu < Nd; nu++)
-      {
-        GaugeLinkField in_nu = PeekIndex<LorentzIndex>(in, nu);
-        der_mu += U[mu] * Cshift(in_nu, mu, 1) * adj(U[mu]) * in_nu;
-      }
-      // the minus sign comes by using the in_nu instead of the
-      // adjoint in the last multiplication
-      PokeIndex<LorentzIndex>(der, -2.0 * factor * der_mu, mu);
-    }
-  }
-
-  // separating this temporarily
-  void MDeriv(const GaugeField &left, const GaugeField &right,
-              GaugeField &der)
-  {
-    // in is anti-hermitian
-    RealD factor = -kappa / (double(4 * Nd));
-
-    for (int mu = 0; mu < Nd; mu++)
-    {
-      GaugeLinkField der_mu(der._grid);
-      der_mu = zero;
-      for (int nu = 0; nu < Nd; nu++)
-      {
-        GaugeLinkField left_nu = PeekIndex<LorentzIndex>(left, nu);
-        GaugeLinkField right_nu = PeekIndex<LorentzIndex>(right, nu);
-        der_mu += U[mu] * Cshift(left_nu, mu, 1) * adj(U[mu]) * right_nu;
-        der_mu += U[mu] * Cshift(right_nu, mu, 1) * adj(U[mu]) * left_nu;
-      }
-      PokeIndex<LorentzIndex>(der, -factor * der_mu, mu);
-    }
-  }
-
-  void Minv(const GaugeField &in, GaugeField &inverted)
-  {
-    HermitianLinearOperator<LaplacianAdjointField<Impl>, GaugeField> HermOp(*this);
-    Solver(HermOp, in, inverted);
-  }
-
-  void MSquareRoot(GaugeField &P)
-  {
-    GaugeField Gp(P._grid);
-    HermitianLinearOperator<LaplacianAdjointField<Impl>, GaugeField> HermOp(*this);
-    ConjugateGradientMultiShift<GaugeField> msCG(param.MaxIter, PowerHalf);
-    msCG(HermOp, P, Gp);
-    P = Gp;
-  }
-
-  void MInvSquareRoot(GaugeField &P)
-  {
-    GaugeField Gp(P._grid);
-    HermitianLinearOperator<LaplacianAdjointField<Impl>, GaugeField> HermOp(*this);
-    ConjugateGradientMultiShift<GaugeField> msCG(param.MaxIter, PowerInvHalf);
-    msCG(HermOp, P, Gp);
-    P = Gp;
-  }
-
-private:
-  RealD kappa;
-  std::vector<GaugeLinkField> U;
-};
-
-} // QCD
-} // Grid
-#endif

lib/qcd/utils/CovariantLaplacian.h

@@ -4,7 +4,7 @@ Grid physics library, www.github.com/paboyle/Grid
 
 Source file: ./lib/qcd/action/scalar/CovariantLaplacian.h
 
-Copyright (C) 2017
+Copyright (C) 2016
 
 Author: Guido Cossu <guido.cossu@ed.ac.uk>
 
@@ -30,57 +30,168 @@ directory
 #ifndef COVARIANT_LAPLACIAN_H
 #define COVARIANT_LAPLACIAN_H
 
-namespace Grid
+namespace Grid {
-{
+namespace QCD {
-namespace QCD
+
-{
+struct LaplacianParams : Serializable {
+  GRID_SERIALIZABLE_CLASS_MEMBERS(LaplacianParams, 
+                                  RealD, lo, 
+                                  RealD, hi, 
+                                  int,   MaxIter, 
+                                  RealD, tolerance, 
+                                  int,   degree, 
+                                  int,   precision);
+  
+  // constructor 
+  LaplacianParams(RealD lo      = 0.0, 
+                  RealD hi      = 1.0, 
+                  int maxit     = 1000,
+                  RealD tol     = 1.0e-8, 
+                  int degree    = 10,
+                  int precision = 64)
+    : lo(lo),
+      hi(hi),
+      MaxIter(maxit),
+      tolerance(tol),
+      degree(degree),
+      precision(precision){};
+};
+
+
 
 ////////////////////////////////////////////////////////////
-// Laplacian operator L on fermion fields
+// Laplacian operator L on adjoint fields
 //
-// phi: fermion field
+// phi: adjoint field
+// L: D_mu^dag D_mu
 //
-// L phi(x) = Sum_mu [ U_mu(x) phi(x+mu) + U_mu(x-mu) phi(x-mu) - 2phi(x)]
+// L phi(x) = Sum_mu [ U_mu(x)phi(x+mu)U_mu(x)^dag + 
+//                     U_mu(x-mu)^dag phi(x-mu)U_mu(x-mu)
+//                     -2phi(x)]
 //
 // Operator designed to be encapsulated by
 // an HermitianLinearOperator<.. , ..>
 ////////////////////////////////////////////////////////////
 
-// has to inherit from a fermion implementation
 template <class Impl>
-class Laplacian
+class LaplacianAdjointField: public Metric<typename Impl::Field> {
-{
+  OperatorFunction<typename Impl::Field> &Solver;
-public:
+  LaplacianParams param;
-  INHERIT_IMPL_TYPES(Impl);
+  MultiShiftFunction PowerHalf;    
+  MultiShiftFunction PowerInvHalf;    
 
-  // add a bool to smear only in the spatial directions
+ public:
-  Laplacian(GridBase *grid, bool spatial = false)
+  INHERIT_GIMPL_TYPES(Impl);
-      : U(Nd, grid), spatial_laplacian(spatial){};
 
-  void Mdir(const FermionField &, FermionField &, int, int) { assert(0); }
+  LaplacianAdjointField(GridBase* grid, OperatorFunction<GaugeField>& S, LaplacianParams& p, const RealD k = 1.0)
-  void Mdiag(const FermionField &, FermionField &) { assert(0); }
+      : U(Nd, grid), Solver(S), param(p), kappa(k){
+        AlgRemez remez(param.lo,param.hi,param.precision);
+        std::cout<<GridLogMessage << "Generating degree "<<param.degree<<" for x^(1/2)"<<std::endl;
+        remez.generateApprox(param.degree,1,2);
+        PowerHalf.Init(remez,param.tolerance,false);
+        PowerInvHalf.Init(remez,param.tolerance,true);
         
-  void ImportGauge(const GaugeField &_U)
+
-  {
+      };
-    for (int mu = 0; mu < Nd; mu++)
+
+  void Mdir(const GaugeField&, GaugeField&, int, int){ assert(0);}
+  void Mdiag(const GaugeField&, GaugeField&){ assert(0);}
+
+  void ImportGauge(const GaugeField& _U) {
+    for (int mu = 0; mu < Nd; mu++) {
       U[mu] = PeekIndex<LorentzIndex>(_U, mu);
+    }
   }
 
-  void M(const FermionField &in, FermionField &out)
+  void M(const GaugeField& in, GaugeField& out) {
-  {
+    // in is an antihermitian matrix
-    int dims = spatial_laplacian ? (Nd - 1) : Nd;
+    // test
+    //GaugeField herm = in + adj(in);
+    //std::cout << "AHermiticity: " << norm2(herm) << std::endl;
 
-    out = -2.0 * dims * in;
+    GaugeLinkField tmp(in._grid);
-    // eventually speed up with the stencil operator, if necessary
+    GaugeLinkField tmp2(in._grid);
-    for (int mu = 0; mu < dims; mu++)
+    GaugeLinkField sum(in._grid);
-      out += Impl::CovShiftForward(U[mu], mu, in) + Impl::CovShiftBackward(U[mu], mu, in);
+
+    for (int nu = 0; nu < Nd; nu++) {
+      sum = zero;
+      GaugeLinkField in_nu = PeekIndex<LorentzIndex>(in, nu);
+      GaugeLinkField out_nu(out._grid);
+      for (int mu = 0; mu < Nd; mu++) {
+        tmp = U[mu] * Cshift(in_nu, mu, +1) * adj(U[mu]);
+        tmp2 = adj(U[mu]) * in_nu * U[mu];
+        sum += tmp + Cshift(tmp2, mu, -1) - 2.0 * in_nu;
+      }
+      out_nu = (1.0 - kappa) * in_nu - kappa / (double(4 * Nd)) * sum;
+      PokeIndex<LorentzIndex>(out, out_nu, nu);
+    }
   }
 
-private:
+  void MDeriv(const GaugeField& in, GaugeField& der) {
-  bool spatial_laplacian;
+    // in is anti-hermitian
+    RealD factor = -kappa / (double(4 * Nd));
+    
+    for (int mu = 0; mu < Nd; mu++){
+      GaugeLinkField der_mu(der._grid);
+      der_mu = zero;
+      for (int nu = 0; nu < Nd; nu++){
+        GaugeLinkField in_nu = PeekIndex<LorentzIndex>(in, nu);
+        der_mu += U[mu] * Cshift(in_nu, mu, 1) * adj(U[mu]) * in_nu;
+      }
+      // the minus sign comes by using the in_nu instead of the
+      // adjoint in the last multiplication
+      PokeIndex<LorentzIndex>(der,  -2.0 * factor * der_mu, mu);
+    } 
+  }
+
+  // separating this temporarily
+  void MDeriv(const GaugeField& left, const GaugeField& right,
+              GaugeField& der) {
+    // in is anti-hermitian
+    RealD factor = -kappa / (double(4 * Nd));
+
+    for (int mu = 0; mu < Nd; mu++) {
+      GaugeLinkField der_mu(der._grid);
+      der_mu = zero;
+      for (int nu = 0; nu < Nd; nu++) {
+        GaugeLinkField left_nu = PeekIndex<LorentzIndex>(left, nu);
+        GaugeLinkField right_nu = PeekIndex<LorentzIndex>(right, nu);
+        der_mu += U[mu] * Cshift(left_nu, mu, 1) * adj(U[mu]) * right_nu;
+        der_mu += U[mu] * Cshift(right_nu, mu, 1) * adj(U[mu]) * left_nu;
+      }
+      PokeIndex<LorentzIndex>(der, -factor * der_mu, mu);
+    }
+  }
+
+  void Minv(const GaugeField& in, GaugeField& inverted){
+    HermitianLinearOperator<LaplacianAdjointField<Impl>,GaugeField> HermOp(*this);
+    Solver(HermOp, in, inverted);
+  }
+
+  void MSquareRoot(GaugeField& P){
+    GaugeField Gp(P._grid);
+    HermitianLinearOperator<LaplacianAdjointField<Impl>,GaugeField> HermOp(*this);
+    ConjugateGradientMultiShift<GaugeField> msCG(param.MaxIter,PowerHalf);
+    msCG(HermOp,P,Gp);
+    P = Gp; 
+  }
+
+  void MInvSquareRoot(GaugeField& P){
+    GaugeField Gp(P._grid);
+    HermitianLinearOperator<LaplacianAdjointField<Impl>,GaugeField> HermOp(*this);
+    ConjugateGradientMultiShift<GaugeField> msCG(param.MaxIter,PowerInvHalf);
+    msCG(HermOp,P,Gp);
+    P = Gp; 
+  }
+
+
+
+ private:
+  RealD kappa;
   std::vector<GaugeLinkField> U;
-}; // Laplacian
+};
+
+}
+}
 
-} // QCD
-} // Grid
 #endif

lib/serialisation/XmlIO.cc

@@ -70,8 +70,8 @@ XmlReader::XmlReader(const char *xmlstring,string toplev) : fileName_("")
   pugi::xml_parse_result result;
   result = doc_.load_string(xmlstring);
   if ( !result ) {
-    cerr << "XML error description: " << result.description() << "\n";
+    cerr << "XML error description (from char *): " << result.description() << "\nXML\n"<< xmlstring << "\n";
-    cerr << "XML error offset     : " << result.offset        << "\n";
+    cerr << "XML error offset      (from char *) " << result.offset         << "\nXML\n"<< xmlstring <<"\n";
     abort();
   }
   if ( toplev == std::string("") ) {
@@ -87,8 +87,8 @@ XmlReader::XmlReader(const string &fileName,string toplev) : fileName_(fileName)
   pugi::xml_parse_result result;
   result = doc_.load_file(fileName_.c_str());
   if ( !result ) {
-    cerr << "XML error description: " << result.description() << "\n";
+    cerr << "XML error description: " << result.description() <<" "<< fileName_ <<"\n";
-    cerr << "XML error offset     : " << result.offset        << "\n";
+    cerr << "XML error offset     : " << result.offset        <<" "<< fileName_ <<"\n";
     abort();
   }
   if ( toplev == std::string("") ) {

lib/threads/Threads.h

@@ -51,7 +51,9 @@ Author: paboyle <paboyle@ph.ed.ac.uk>
 #define PARALLEL_CRITICAL
 #endif
 
+#define parallel_region    PARALLEL_REGION
 #define parallel_for       PARALLEL_FOR_LOOP for
+#define parallel_for_internal PARALLEL_FOR_LOOP_INTERN for
 #define parallel_for_nest2 PARALLEL_NESTED_LOOP2 for
 
 namespace Grid {

lib/util/Init.cc

@@ -208,7 +208,7 @@ static int Grid_is_initialised = 0;
 
 void Grid_init(int *argc,char ***argv)
 {
-  GridLogger::StopWatch.Start();
+  GridLogger::GlobalStopWatch.Start();
 
   std::string arg;
 
@@ -243,6 +243,12 @@ void Grid_init(int *argc,char ***argv)
     fname<<CartesianCommunicator::RankWorld();
     fp=freopen(fname.str().c_str(),"w",stdout);
     assert(fp!=(FILE *)NULL);
+
+    std::ostringstream ename;
+    ename<<"Grid.stderr.";
+    ename<<CartesianCommunicator::RankWorld();
+    fp=freopen(ename.str().c_str(),"w",stderr);
+    assert(fp!=(FILE *)NULL);
   }
 
   ////////////////////////////////////

lib/util/Lexicographic.h

@@ -26,6 +26,25 @@ namespace Grid{
       }
     }
 
+    static inline void IndexFromCoorReversed (const std::vector<int>& coor,int &index,const std::vector<int> &dims){
+      int nd=dims.size();
+      int stride=1;
+      index=0;
+      for(int d=nd-1;d>=0;d--){
+	index = index+stride*coor[d];
+	stride=stride*dims[d];
+      }
+    }
+    static inline void CoorFromIndexReversed (std::vector<int>& coor,int index,const std::vector<int> &dims){
+      int nd= dims.size();
+      coor.resize(nd);
+      for(int d=nd-1;d>=0;d--){
+	coor[d] = index % dims[d];
+	index   = index / dims[d];
+      }
+    }
+
+
   };
 
 }

tests/Makefile.am

@@ -1,4 +1,4 @@
-SUBDIRS = . core forces hmc solver debug smearing IO
+SUBDIRS = . core forces hmc solver debug smearing IO lanczos
 
 if BUILD_CHROMA_REGRESSION
   SUBDIRS+= qdpxx

tests/core/Test_laplacian.cc

@@ -1,105 +0,0 @@
-    /*************************************************************************************
-
-    Grid physics library, www.github.com/paboyle/Grid
-
-    Source file: ./tests/Test_laplacian.cc
-
-    Copyright (C) 2017
-
-Author: Guido Cossu <guido.cossu@ed.ac.uk>
-
-    This program is free software; you can redistribute it and/or modify
-    it under the terms of the GNU General Public License as published by
-    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,
-    but WITHOUT ANY WARRANTY; without even the implied warranty of
-    MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
-    GNU General Public License for more details.
-
-    You should have received a copy of the GNU General Public License along
-    with this program; if not, write to the Free Software Foundation, Inc.,
-    51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
-
-    See the full license in the file "LICENSE" in the top level distribution directory
-    *************************************************************************************/
-    /*  END LEGAL */
-#include <Grid/Grid.h>
-
-using namespace std;
-using namespace Grid;
-using namespace Grid::QCD;
-
-int main (int argc, char ** argv)
-{
-  Grid_init(&argc,&argv);
-
-  std::vector<int> latt_size   = GridDefaultLatt();
-  std::vector<int> simd_layout = GridDefaultSimd(Nd,vComplex::Nsimd());
-  std::vector<int> mpi_layout  = GridDefaultMpi();
-  GridCartesian               Grid(latt_size,simd_layout,mpi_layout);
-  GridRedBlackCartesian     RBGrid(&Grid);
-
-  int threads = GridThread::GetThreads();
-  std::cout<<GridLogMessage << "Grid is setup to use "<<threads<<" threads"<<std::endl;
-
-  GridParallelRNG          pRNG(&Grid);
-  pRNG.SeedFixedIntegers(std::vector<int>({45,12,81,9}));
-
-
-  std::vector<int> point({0,0,0,0});
-
-  LatticeFermion src   (&Grid); //random(pRNG,src);
-  SpinColourVectorD Sp;
-  for (unsigned int s = 0; s < Ns; ++s)
-      for (unsigned int c = 0; c < Nc; ++c)
-        Sp()(s)(c) = 1;
-
-  src = zero;
-  pokeSite(Sp,src,point);
-
-  LatticeFermion result(&Grid); result=zero;
-  LatticeFermion tmp(&Grid); tmp=zero;
-
-  // Gauge configuration
-  LatticeGaugeField Umu(&Grid); SU3::HotConfiguration(pRNG,Umu);
-
-  std::cout<<GridLogMessage<<"=============================================================="<<std::endl;
-  std::cout<<GridLogMessage<<"= Testing the laplacian operator on a point source            "<<std::endl;
-  std::cout<<GridLogMessage<<"=============================================================="<<std::endl;
-
-  Laplacian<WilsonImplR> LaplaceOperator(src._grid);
-  LaplaceOperator.ImportGauge(Umu);
-  LaplaceOperator.M(src, result);
-
-  std::cout << "Source vector" << std::endl;
-  std::cout << src << std::endl;
-
-  std::cout << "Result vector" << std::endl;
-  std::cout << result << std::endl;
-
-  std::cout<<GridLogMessage<<"=============================================================="<<std::endl;
-  std::cout<<GridLogMessage<<"= Testing the laplacian smearing operator on a point source   "<<std::endl;
-  std::cout<<GridLogMessage<<"=============================================================="<<std::endl;
-
-  LatticeFermion smeared  (&Grid); smeared = src;
-  for (int smr = 0; smr < 10; ++smr)
-  {
-      LaplaceOperator.M(smeared, tmp);
-      smeared += 0.1*tmp;
-  }
-
-  std::cout << "Smeared vector" << std::endl;
-  std::cout << smeared << std::endl;
-
-  // Norm of vector
-  LatticeComplex smr_norm(&Grid);
-  smr_norm = localNorm2(smeared);
-  std::cout << "Smeared vector norm" << std::endl;
-  std::cout << smr_norm << std::endl;
-
-
-
-  Grid_finalize();
-}

tests/debug/Test_cheby.cc

@@ -37,8 +37,15 @@ RealD InverseApproximation(RealD x){
 RealD SqrtApproximation(RealD x){
   return std::sqrt(x);
 }
+RealD Approximation32(RealD x){
+  return std::pow(x,-1.0/32.0);
+}
+RealD Approximation2(RealD x){
+  return std::pow(x,-1.0/2.0);
+}
+
 RealD StepFunction(RealD x){
-  if ( x<0.1 )  return 1.0;
+  if ( x<10.0 )  return 1.0;
   else return 0.0;
 }
 
@@ -56,7 +63,6 @@ int main (int argc, char ** argv)
 
   Chebyshev<LatticeFermion> ChebyInv(lo,hi,2000,InverseApproximation);
 
-
   {
     std::ofstream of("chebyinv");
     ChebyInv.csv(of);
@@ -78,7 +84,6 @@ int main (int argc, char ** argv)
 
 
   ChebyStep.JacksonSmooth();
-
   {
     std::ofstream of("chebystepjack");
     ChebyStep.csv(of);
@@ -100,5 +105,30 @@ int main (int argc, char ** argv)
     ChebyNE.csv(of);
   }
 
+  lo=0.0;
+  hi=4.0;
+  Chebyshev<LatticeFermion> Cheby32(lo,hi,2000,Approximation32);
+  {
+    std::ofstream of("cheby32");
+    Cheby32.csv(of);
+  }
+  Cheby32.JacksonSmooth();
+  {
+    std::ofstream of("cheby32jack");
+    Cheby32.csv(of);
+  }
+
+  Chebyshev<LatticeFermion> ChebySqrt(lo,hi,2000,Approximation2);
+  {
+    std::ofstream of("chebysqrt");
+    ChebySqrt.csv(of);
+  }
+  ChebySqrt.JacksonSmooth();
+  {
+    std::ofstream of("chebysqrtjack");
+    ChebySqrt.csv(of);
+  }
+
+
   Grid_finalize();
 }

tests/hadrons/Test_hadrons_meson_3pt_laplacian.cc

@@ -1,195 +0,0 @@
-/*******************************************************************************
- Grid physics library, www.github.com/paboyle/Grid
- 
- Source file: tests/hadrons/Test_hadrons_meson_3pt.cc
- 
- Copyright (C) 2015
- 
- Author: Antonin Portelli <antonin.portelli@me.com>
- 
- This program is free software; you can redistribute it and/or modify
- it under the terms of the GNU General Public License as published by
- 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,
- but WITHOUT ANY WARRANTY; without even the implied warranty of
- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
- GNU General Public License for more details.
- 
- You should have received a copy of the GNU General Public License along
- with this program; if not, write to the Free Software Foundation, Inc.,
- 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
- 
- See the full license in the file "LICENSE" in the top level distribution
- directory.
- *******************************************************************************/
-
-#include <Grid/Hadrons/Application.hpp>
-
-using namespace Grid;
-using namespace Hadrons;
-
-int main(int argc, char *argv[])
-{
-    // initialization //////////////////////////////////////////////////////////
-    Grid_init(&argc, &argv);
-    HadronsLogError.Active(GridLogError.isActive());
-    HadronsLogWarning.Active(GridLogWarning.isActive());
-    HadronsLogMessage.Active(GridLogMessage.isActive());
-    HadronsLogIterative.Active(GridLogIterative.isActive());
-    HadronsLogDebug.Active(GridLogDebug.isActive());
-    LOG(Message) << "Grid initialized" << std::endl;
-    
-    // run setup ///////////////////////////////////////////////////////////////
-    Application              application;
-    std::vector<std::string> flavour = {"l", "s", "c1", "c2", "c3"};
-    std::vector<double>      mass    = {.01, .04, .2  , .25 , .3  };
-    unsigned int             nt      = GridDefaultLatt()[Tp];
-    
-    // global parameters
-    Application::GlobalPar globalPar;
-    globalPar.trajCounter.start    = 1500;
-    globalPar.trajCounter.end      = 1520;
-    globalPar.trajCounter.step     = 20;
-    globalPar.seed                 = "1 2 3 4";
-    globalPar.genetic.maxGen       = 1000;
-    globalPar.genetic.maxCstGen    = 200;
-    globalPar.genetic.popSize      = 20;
-    globalPar.genetic.mutationRate = .1;
-    application.setPar(globalPar);
-
-    
-    // gauge field
-    application.createModule<MGauge::Unit>("gauge");
-    
-    // set fermion boundary conditions to be periodic space, antiperiodic time.
-    std::string boundary = "1 1 1 -1";
-
-    // sink
-    MSink::Point::Par sinkPar;
-    sinkPar.mom = "0 0 0";
-    application.createModule<MSink::ScalarPoint>("sink", sinkPar);
-    for (unsigned int i = 0; i < flavour.size(); ++i)
-    {
-        // actions
-        MAction::DWF::Par actionPar;
-        actionPar.gauge = "gauge";
-        actionPar.Ls    = 12;
-        actionPar.M5    = 1.8;
-        actionPar.mass  = mass[i];
-        actionPar.boundary = boundary;
-        application.createModule<MAction::DWF>("DWF_" + flavour[i], actionPar);
-        
-        // solvers
-        MSolver::RBPrecCG::Par solverPar;
-        solverPar.action   = "DWF_" + flavour[i];
-        solverPar.residual = 1.0e-8;
-        application.createModule<MSolver::RBPrecCG>("CG_" + flavour[i],
-                                                    solverPar);
-    }
-    for (unsigned int t = 0; t < nt; t += 1)
-    {
-        std::string                           srcName;
-        std::string                           lapName;
-        std::vector<std::string>              qName;
-        std::vector<std::vector<std::string>> seqName;
-        
-        // Z2 source
-        MSource::Z2::Par z2Par;
-        z2Par.tA = t;
-        z2Par.tB = t;
-        srcName  = "z2_" + std::to_string(t);
-        application.createModule<MSource::Z2>(srcName, z2Par);
-
-        // Example of smearing of the source 
-        MSource::LaplaceSmearing::Par LapPar;
-        LapPar.N = 10;
-        LapPar.alpha = 0.1;
-        LapPar.source = srcName;
-        LapPar.gauge = "gauge";
-        lapName = "z2smr_" + std::to_string(t);
-        application.createModule<MSource::LaplaceSmearing>(lapName, LapPar);
-
-        for (unsigned int i = 0; i < flavour.size(); ++i)
-        {
-            // sequential sources
-            MSource::SeqGamma::Par seqPar;
-            qName.push_back("QZ2_" + flavour[i] + "_" + std::to_string(t));
-            seqPar.q   = qName[i];
-            seqPar.tA  = (t + nt/4) % nt;
-            seqPar.tB  = (t + nt/4) % nt;
-            seqPar.mom = "1. 0. 0. 0.";
-            seqName.push_back(std::vector<std::string>(Nd));
-            for (unsigned int mu = 0; mu < Nd; ++mu)
-            {
-                seqPar.gamma   = 0x1 << mu;
-                seqName[i][mu] = "G" + std::to_string(seqPar.gamma)
-                                 + "_" + std::to_string(seqPar.tA) + "-"
-                                 + qName[i];
-                application.createModule<MSource::SeqGamma>(seqName[i][mu], seqPar);
-            }
-            
-            // propagators
-            MFermion::GaugeProp::Par quarkPar;
-            quarkPar.solver = "CG_" + flavour[i];
-            quarkPar.source = srcName;
-            application.createModule<MFermion::GaugeProp>(qName[i], quarkPar);
-            for (unsigned int mu = 0; mu < Nd; ++mu)
-            {
-                quarkPar.source = seqName[i][mu];
-                seqName[i][mu]  = "Q_" + flavour[i] + "-" + seqName[i][mu];
-                application.createModule<MFermion::GaugeProp>(seqName[i][mu], quarkPar);
-            }
-        }
-        
-        // contractions
-        MContraction::Meson::Par mesPar;
-        for (unsigned int i = 0; i < flavour.size(); ++i)
-        for (unsigned int j = i; j < flavour.size(); ++j)
-        {
-            mesPar.output = "mesons/Z2_" + flavour[i] + flavour[j];
-            mesPar.q1     = qName[i];
-            mesPar.q2     = qName[j];
-            mesPar.gammas = "all";
-            mesPar.sink   = "sink";
-            application.createModule<MContraction::Meson>("meson_Z2_"
-                                                          + std::to_string(t)
-                                                          + "_"
-                                                          + flavour[i]
-                                                          + flavour[j],
-                                                          mesPar);
-        }
-        for (unsigned int i = 0; i < flavour.size(); ++i)
-        for (unsigned int j = 0; j < flavour.size(); ++j)
-        for (unsigned int mu = 0; mu < Nd; ++mu)
-        {
-            MContraction::Meson::Par mesPar;
-            
-            mesPar.output = "3pt/Z2_" + flavour[i] + flavour[j] + "_"
-                            + std::to_string(mu);
-            mesPar.q1     = qName[i];
-            mesPar.q2     = seqName[j][mu];
-            mesPar.gammas = "all";
-            mesPar.sink   = "sink";
-            application.createModule<MContraction::Meson>("3pt_Z2_"
-                                                          + std::to_string(t)
-                                                          + "_"
-                                                          + flavour[i]
-                                                          + flavour[j]
-                                                          + "_"
-                                                          + std::to_string(mu),
-                                                          mesPar);
-        }
-    }
-    
-    // execution
-    application.saveParameterFile("meson3pt.xml");
-    application.run();
-    
-    // epilogue
-    LOG(Message) << "Grid is finalizing now" << std::endl;
-    Grid_finalize();
-    
-    return EXIT_SUCCESS;
-}

tests/hmc/Test_remez.cc

@@ -38,11 +38,11 @@ int main (int argc, char ** argv)
 
   std::cout<<GridLogMessage << "Testing Remez"<<std::endl;
 
-  double     lo=0.01;
+  double     lo=1.0e-3;
-  double     hi=1.0;
+  double     hi=5.0;
   int precision=64;
-  int    degree=10;
+  int    degree=16;
-  AlgRemez remez(0.001,1.0,precision);
+  AlgRemez remez(lo,hi,precision);
 
   ////////////////////////////////////////
   // sqrt and inverse sqrt
@@ -50,21 +50,50 @@ int main (int argc, char ** argv)
 
   std::cout<<GridLogMessage << "Generating degree "<<degree<<" for x^(1/2)"<<std::endl;
   remez.generateApprox(degree,1,2);
-  MultiShiftFunction Sqrt(remez,1.0,false);
+  MultiShiftFunction Root2(remez,1.0,false);
-  MultiShiftFunction InvSqrt(remez,1.0,true);
+  MultiShiftFunction InvRoot2(remez,1.0,true);
 
 
   std::cout<<GridLogMessage << "Generating degree "<<degree<<" for x^(1/4)"<<std::endl;
   remez.generateApprox(degree,1,4);
-  MultiShiftFunction SqrtSqrt(remez,1.0,false);
+  MultiShiftFunction Root4(remez,1.0,false);
-  MultiShiftFunction InvSqrtSqrt(remez,1.0,true);
+  MultiShiftFunction InvRoot4(remez,1.0,true);
+
+  std::cout<<GridLogMessage << "Generating degree "<<degree<<" for x^(1/8)"<<std::endl;
+  remez.generateApprox(degree,1,8);
+  MultiShiftFunction Root8(remez,1.0,false);
+  MultiShiftFunction InvRoot8(remez,1.0,true);
+
+  std::cout<<GridLogMessage << "Generating degree "<<degree<<" for x^(1/16)"<<std::endl;
+  remez.generateApprox(degree,1,16);
+  MultiShiftFunction Root16(remez,1.0,false);
+  MultiShiftFunction InvRoot16(remez,1.0,true);
+
+  std::cout<<GridLogMessage << "Generating degree "<<degree<<" for x^(1/32)"<<std::endl;
+  remez.generateApprox(degree,1,32);
+  MultiShiftFunction Root32(remez,1.0,false);
+  MultiShiftFunction InvRoot32(remez,1.0,true);
+  
+  ofstream gnuplot(std::string("Root2.gnu"),std::ios::out|std::ios::trunc);
+  Root2.gnuplot(gnuplot);
+
+  ofstream gnuplot_i2(std::string("InvRoot2.gnu"),std::ios::out|std::ios::trunc);
+  InvRoot2.gnuplot(gnuplot_i2);
+
+  ofstream gnuplot_i4(std::string("InvRoot4.gnu"),std::ios::out|std::ios::trunc);
+  InvRoot4.gnuplot(gnuplot_i4);
+
+  ofstream gnuplot_i8(std::string("InvRoot8.gnu"),std::ios::out|std::ios::trunc);
+  InvRoot8.gnuplot(gnuplot_i8);
+
+  ofstream gnuplot_i16(std::string("InvRoot16.gnu"),std::ios::out|std::ios::trunc);
+  InvRoot16.gnuplot(gnuplot_i16);
+
+  ofstream gnuplot_i32(std::string("InvRoot32.gnu"),std::ios::out|std::ios::trunc);
+  InvRoot32.gnuplot(gnuplot_i32);
 
 
-  ofstream gnuplot(std::string("Sqrt.gnu"),std::ios::out|std::ios::trunc);
-  Sqrt.gnuplot(gnuplot);
 
-  ofstream gnuplot_inv(std::string("InvSqrt.gnu"),std::ios::out|std::ios::trunc);
-  InvSqrt.gnuplot(gnuplot);
 
   double x=0.6789;
   double sx=std::sqrt(x);
@@ -72,10 +101,10 @@ int main (int argc, char ** argv)
   double isx=1.0/sx;
   double issx=1.0/ssx;
 
-  double asx  =Sqrt.approx(x);
+  double asx  =Root2.approx(x);
-  double assx =SqrtSqrt.approx(x);
+  double assx =Root4.approx(x);
-  double aisx =InvSqrt.approx(x);
+  double aisx =InvRoot2.approx(x);
-  double aissx=InvSqrtSqrt.approx(x);
+  double aissx=InvRoot4.approx(x);
 
   std::cout<<GridLogMessage << "x^(1/2) : "<<sx<<" "<<asx<<std::endl;
   std::cout<<GridLogMessage << "x^(1/4) : "<<ssx<<" "<<assx<<std::endl;

tests/lanczos/BlockProjector.h

@@ -0,0 +1,143 @@
+namespace Grid { 
+
+/*
+  BlockProjector
+
+  If _HP_BLOCK_PROJECTORS_ is defined, we assume that _evec is a basis that is not
+  fully orthonormalized (to the precision of the coarse field) and we allow for higher-precision
+  coarse field than basis field.
+
+*/
+//#define _HP_BLOCK_PROJECTORS_
+
+template<typename Field>
+class BlockProjector {
+public:
+
+  BasisFieldVector<Field>& _evec;
+  BlockedGrid<Field>& _bgrid;
+
+  BlockProjector(BasisFieldVector<Field>& evec, BlockedGrid<Field>& bgrid) : _evec(evec), _bgrid(bgrid) {
+  }
+
+  void createOrthonormalBasis(RealD thres = 0.0) {
+
+    GridStopWatch sw;
+    sw.Start();
+
+    int cnt = 0;
+
+#pragma omp parallel shared(cnt)
+    {
+      int lcnt = 0;
+
+#pragma omp for
+      for (int b=0;b<_bgrid._o_blocks;b++) {
+	
+	for (int i=0;i<_evec._Nm;i++) {
+	  
+	  auto nrm0 = _bgrid.block_sp(b,_evec._v[i],_evec._v[i]);
+	  
+	  // |i> -= <j|i> |j>
+	  for (int j=0;j<i;j++) {
+	    _bgrid.block_caxpy(b,_evec._v[i],-_bgrid.block_sp(b,_evec._v[j],_evec._v[i]),_evec._v[j],_evec._v[i]);
+	  }
+	  
+	  auto nrm = _bgrid.block_sp(b,_evec._v[i],_evec._v[i]);
+	  
+	  auto eps = nrm/nrm0;
+	  if (Reduce(eps).real() < thres) {
+	    lcnt++;
+	  }
+	  
+	  // TODO: if norm is too small, remove this eigenvector/mark as not needed; in practice: set it to zero norm here and return a mask
+	  // that is then used later to decide not to write certain eigenvectors to disk (add a norm calculation before subtraction step and look at nrm/nrm0 < eps to decide)
+	  _bgrid.block_cscale(b,1.0 / sqrt(nrm),_evec._v[i]);
+	  
+	}
+	
+      }
+
+#pragma omp critical
+      {
+	cnt += lcnt;
+      }
+    }
+    sw.Stop();
+    std::cout << GridLogMessage << "Gram-Schmidt to create blocked basis took " << sw.Elapsed() << " (" << ((RealD)cnt / (RealD)_bgrid._o_blocks / (RealD)_evec._Nm) 
+	      << " below threshold)" << std::endl;
+
+  }
+
+  template<typename CoarseField>
+  void coarseToFine(const CoarseField& in, Field& out) {
+
+    out = zero;
+    out.checkerboard = _evec._v[0].checkerboard;
+
+    int Nbasis = sizeof(in._odata[0]._internal._internal) / sizeof(in._odata[0]._internal._internal[0]);
+    assert(Nbasis == _evec._Nm);
+    
+#pragma omp parallel for
+    for (int b=0;b<_bgrid._o_blocks;b++) {
+      for (int j=0;j<_evec._Nm;j++) {
+	_bgrid.block_caxpy(b,out,in._odata[b]._internal._internal[j],_evec._v[j],out);
+      }
+    }
+
+  }
+
+  template<typename CoarseField>
+  void fineToCoarse(const Field& in, CoarseField& out) {
+
+    out = zero;
+
+    int Nbasis = sizeof(out._odata[0]._internal._internal) / sizeof(out._odata[0]._internal._internal[0]);
+    assert(Nbasis == _evec._Nm);
+
+
+    Field tmp(_bgrid._grid);
+    tmp = in;
+    
+#pragma omp parallel for
+    for (int b=0;b<_bgrid._o_blocks;b++) {
+      for (int j=0;j<_evec._Nm;j++) {
+	// |rhs> -= <j|rhs> |j>
+	auto c = _bgrid.block_sp(b,_evec._v[j],tmp);
+	_bgrid.block_caxpy(b,tmp,-c,_evec._v[j],tmp); // may make this more numerically stable
+	out._odata[b]._internal._internal[j] = c;
+      }
+    }
+
+  }
+
+  template<typename CoarseField>
+    void deflateFine(BasisFieldVector<CoarseField>& _coef,const std::vector<RealD>& eval,int N,const Field& src_orig,Field& result) {
+    result = zero;
+    for (int i=0;i<N;i++) {
+      Field tmp(result._grid);
+      coarseToFine(_coef._v[i],tmp);
+      axpy(result,TensorRemove(innerProduct(tmp,src_orig)) / eval[i],tmp,result);
+    }
+  }
+
+  template<typename CoarseField>
+    void deflateCoarse(BasisFieldVector<CoarseField>& _coef,const std::vector<RealD>& eval,int N,const Field& src_orig,Field& result) {
+    CoarseField src_coarse(_coef._v[0]._grid);
+    CoarseField result_coarse = src_coarse;
+    result_coarse = zero;
+    fineToCoarse(src_orig,src_coarse);
+    for (int i=0;i<N;i++) {
+      axpy(result_coarse,TensorRemove(innerProduct(_coef._v[i],src_coarse)) / eval[i],_coef._v[i],result_coarse);
+    }
+    coarseToFine(result_coarse,result);
+  }
+
+  template<typename CoarseField>
+    void deflate(BasisFieldVector<CoarseField>& _coef,const std::vector<RealD>& eval,int N,const Field& src_orig,Field& result) {
+    // Deflation on coarse Grid is much faster, so use it by default.  Deflation on fine Grid is kept for legacy reasons for now.
+    deflateCoarse(_coef,eval,N,src_orig,result);
+  }
+
+};
+}

tests/lanczos/BlockedGrid.h

@@ -0,0 +1,401 @@
+namespace Grid {
+
+template<typename Field>
+class BlockedGrid {
+public:
+  GridBase* _grid;
+  typedef typename Field::scalar_type  Coeff_t;
+  typedef typename Field::vector_type vCoeff_t;
+  
+  std::vector<int> _bs; // block size
+  std::vector<int> _nb; // number of blocks
+  std::vector<int> _l;  // local dimensions irrespective of cb
+  std::vector<int> _l_cb;  // local dimensions of checkerboarded vector
+  std::vector<int> _l_cb_o;  // local dimensions of inner checkerboarded vector
+  std::vector<int> _bs_cb; // block size in checkerboarded vector
+  std::vector<int> _nb_o; // number of blocks of simd o-sites
+
+  int _nd, _blocks, _cf_size, _cf_block_size, _cf_o_block_size, _o_blocks, _block_sites;
+  
+  BlockedGrid(GridBase* grid, const std::vector<int>& block_size) :
+    _grid(grid), _bs(block_size), _nd((int)_bs.size()), 
+      _nb(block_size), _l(block_size), _l_cb(block_size), _nb_o(block_size),
+      _l_cb_o(block_size), _bs_cb(block_size) {
+
+    _blocks = 1;
+    _o_blocks = 1;
+    _l = grid->FullDimensions();
+    _l_cb = grid->LocalDimensions();
+    _l_cb_o = grid->_rdimensions;
+
+    _cf_size = 1;
+    _block_sites = 1;
+    for (int i=0;i<_nd;i++) {
+      _l[i] /= grid->_processors[i];
+
+      assert(!(_l[i] % _bs[i])); // lattice must accommodate choice of blocksize
+
+      int r = _l[i] / _l_cb[i];
+      assert(!(_bs[i] % r)); // checkerboarding must accommodate choice of blocksize
+      _bs_cb[i] = _bs[i] / r;
+      _block_sites *= _bs_cb[i];
+      _nb[i] = _l[i] / _bs[i];
+      _nb_o[i] = _nb[i] / _grid->_simd_layout[i];
+      if (_nb[i] % _grid->_simd_layout[i]) { // simd must accommodate choice of blocksize
+	std::cout << GridLogMessage << "Problem: _nb[" << i << "] = " << _nb[i] << " _grid->_simd_layout[" << i << "] = " << _grid->_simd_layout[i] << std::endl;
+	assert(0);
+      }
+      _blocks *= _nb[i];
+      _o_blocks *= _nb_o[i];
+      _cf_size *= _l[i];
+    }
+
+    _cf_size *= 12 / 2;
+    _cf_block_size = _cf_size / _blocks;
+    _cf_o_block_size = _cf_size / _o_blocks;
+
+    std::cout << GridLogMessage << "BlockedGrid:" << std::endl;
+    std::cout << GridLogMessage << " _l     = " << _l << std::endl;
+    std::cout << GridLogMessage << " _l_cb     = " << _l_cb << std::endl;
+    std::cout << GridLogMessage << " _l_cb_o     = " << _l_cb_o << std::endl;
+    std::cout << GridLogMessage << " _bs    = " << _bs << std::endl;
+    std::cout << GridLogMessage << " _bs_cb    = " << _bs_cb << std::endl;
+
+    std::cout << GridLogMessage << " _nb    = " << _nb << std::endl;
+    std::cout << GridLogMessage << " _nb_o    = " << _nb_o << std::endl;
+    std::cout << GridLogMessage << " _blocks = " << _blocks << std::endl;
+    std::cout << GridLogMessage << " _o_blocks = " << _o_blocks << std::endl;
+    std::cout << GridLogMessage << " sizeof(vCoeff_t) = " << sizeof(vCoeff_t) << std::endl;
+    std::cout << GridLogMessage << " _cf_size = " << _cf_size << std::endl;
+    std::cout << GridLogMessage << " _cf_block_size = " << _cf_block_size << std::endl;
+    std::cout << GridLogMessage << " _block_sites = " << _block_sites << std::endl;
+    std::cout << GridLogMessage << " _grid->oSites() = " << _grid->oSites() << std::endl;
+
+    //    _grid->Barrier();
+    //abort();
+  }
+
+    void block_to_coor(int b, std::vector<int>& x0) {
+
+      std::vector<int> bcoor;
+      bcoor.resize(_nd);
+      x0.resize(_nd);
+      assert(b < _o_blocks);
+      Lexicographic::CoorFromIndex(bcoor,b,_nb_o);
+      int i;
+
+      for (i=0;i<_nd;i++) {
+	x0[i] = bcoor[i]*_bs_cb[i];
+      }
+
+      //std::cout << GridLogMessage << "Map block b -> " << x0 << std::endl;
+
+    }
+
+    void block_site_to_o_coor(const std::vector<int>& x0, std::vector<int>& coor, int i) {
+      Lexicographic::CoorFromIndex(coor,i,_bs_cb);
+      for (int j=0;j<_nd;j++)
+	coor[j] += x0[j];
+    }
+
+    int block_site_to_o_site(const std::vector<int>& x0, int i) {
+      std::vector<int> coor;  coor.resize(_nd);
+      block_site_to_o_coor(x0,coor,i);
+      Lexicographic::IndexFromCoor(coor,i,_l_cb_o);
+      return i;
+    }
+
+    vCoeff_t block_sp(int b, const Field& x, const Field& y) {
+
+      std::vector<int> x0;
+      block_to_coor(b,x0);
+
+      vCoeff_t ret = 0.0;
+      for (int i=0;i<_block_sites;i++) { // only odd sites
+	int ss = block_site_to_o_site(x0,i);
+	ret += TensorRemove(innerProduct(x._odata[ss],y._odata[ss]));
+      }
+
+      return ret;
+
+    }
+
+    vCoeff_t block_sp(int b, const Field& x, const std::vector< ComplexD >& y) {
+
+      std::vector<int> x0;
+      block_to_coor(b,x0);
+
+      constexpr int nsimd = sizeof(vCoeff_t) / sizeof(Coeff_t);
+      int lsize = _cf_o_block_size / _block_sites;
+
+      std::vector< ComplexD > ret(nsimd);
+      for (int i=0;i<nsimd;i++)
+	ret[i] = 0.0;
+
+      for (int i=0;i<_block_sites;i++) { // only odd sites
+	int ss = block_site_to_o_site(x0,i);
+
+	int n = lsize / nsimd;
+	for (int l=0;l<n;l++) {
+	  for (int j=0;j<nsimd;j++) {
+	    int t = lsize * i + l*nsimd + j;
+
+	    ret[j] += conjugate(((Coeff_t*)&x._odata[ss]._internal)[l*nsimd + j]) * y[t];
+	  }
+	}
+      }
+
+      vCoeff_t vret;
+      for (int i=0;i<nsimd;i++)
+	((Coeff_t*)&vret)[i] = (Coeff_t)ret[i];
+
+      return vret;
+
+    }
+
+    template<class T>
+      void vcaxpy(iScalar<T>& r,const vCoeff_t& a,const iScalar<T>& x,const iScalar<T>& y) {
+      vcaxpy(r._internal,a,x._internal,y._internal);
+    }
+
+    template<class T,int N>
+      void vcaxpy(iVector<T,N>& r,const vCoeff_t& a,const iVector<T,N>& x,const iVector<T,N>& y) {
+      for (int i=0;i<N;i++)
+	vcaxpy(r._internal[i],a,x._internal[i],y._internal[i]);
+    }
+
+    void vcaxpy(vCoeff_t& r,const vCoeff_t& a,const vCoeff_t& x,const vCoeff_t& y) {
+      r = a*x + y;
+    }
+
+    void block_caxpy(int b, Field& ret, const vCoeff_t& a, const Field& x, const Field& y) {
+
+      std::vector<int> x0;
+      block_to_coor(b,x0);
+
+      for (int i=0;i<_block_sites;i++) { // only odd sites
+	int ss = block_site_to_o_site(x0,i);
+	vcaxpy(ret._odata[ss],a,x._odata[ss],y._odata[ss]);
+      }
+
+    }
+
+    void block_caxpy(int b, std::vector< ComplexD >& ret, const vCoeff_t& a, const Field& x, const std::vector< ComplexD >& y) {
+      std::vector<int> x0;
+      block_to_coor(b,x0);
+
+      constexpr int nsimd = sizeof(vCoeff_t) / sizeof(Coeff_t);
+      int lsize = _cf_o_block_size / _block_sites;
+
+      for (int i=0;i<_block_sites;i++) { // only odd sites
+	int ss = block_site_to_o_site(x0,i);
+
+	int n = lsize / nsimd;
+	for (int l=0;l<n;l++) {
+	  vCoeff_t r = a* ((vCoeff_t*)&x._odata[ss]._internal)[l];
+
+	  for (int j=0;j<nsimd;j++) {
+	    int t = lsize * i + l*nsimd + j;
+	    ret[t] = y[t] + ((Coeff_t*)&r)[j];
+	  }
+	}
+      }
+
+    }
+
+    void block_set(int b, Field& ret, const std::vector< ComplexD >& x) {
+      std::vector<int> x0;
+      block_to_coor(b,x0);
+
+      int lsize = _cf_o_block_size / _block_sites;
+
+      for (int i=0;i<_block_sites;i++) { // only odd sites
+	int ss = block_site_to_o_site(x0,i);
+
+	for (int l=0;l<lsize;l++)
+	  ((Coeff_t*)&ret._odata[ss]._internal)[l] = (Coeff_t)x[lsize * i + l]; // convert precision
+      }
+
+    }
+
+    void block_get(int b, const Field& ret, std::vector< ComplexD >& x) {
+      std::vector<int> x0;
+      block_to_coor(b,x0);
+
+      int lsize = _cf_o_block_size / _block_sites;
+
+      for (int i=0;i<_block_sites;i++) { // only odd sites
+	int ss = block_site_to_o_site(x0,i);
+
+	for (int l=0;l<lsize;l++)
+	  x[lsize * i + l] = (ComplexD)((Coeff_t*)&ret._odata[ss]._internal)[l];
+      }
+
+    }
+
+    template<class T>
+    void vcscale(iScalar<T>& r,const vCoeff_t& a,const iScalar<T>& x) {
+      vcscale(r._internal,a,x._internal);
+    }
+
+    template<class T,int N>
+    void vcscale(iVector<T,N>& r,const vCoeff_t& a,const iVector<T,N>& x) {
+      for (int i=0;i<N;i++)
+	vcscale(r._internal[i],a,x._internal[i]);
+    }
+
+    void vcscale(vCoeff_t& r,const vCoeff_t& a,const vCoeff_t& x) {
+      r = a*x;
+    }
+
+    void block_cscale(int b, const vCoeff_t& a, Field& ret) {
+
+      std::vector<int> x0;
+      block_to_coor(b,x0);
+      
+      for (int i=0;i<_block_sites;i++) { // only odd sites
+	int ss = block_site_to_o_site(x0,i);
+	vcscale(ret._odata[ss],a,ret._odata[ss]);
+      }
+    }
+
+    void getCanonicalBlockOffset(int cb, std::vector<int>& x0) {
+      const int ndim = 5;
+      assert(_nb.size() == ndim);
+      std::vector<int> _nbc = { _nb[1], _nb[2], _nb[3], _nb[4], _nb[0] };
+      std::vector<int> _bsc = { _bs[1], _bs[2], _bs[3], _bs[4], _bs[0] };
+      x0.resize(ndim);
+
+      assert(cb >= 0);
+      assert(cb < _nbc[0]*_nbc[1]*_nbc[2]*_nbc[3]*_nbc[4]);
+
+      Lexicographic::CoorFromIndex(x0,cb,_nbc);
+      int i;
+
+      for (i=0;i<ndim;i++) {
+	x0[i] *= _bsc[i];
+      }
+
+      //if (cb < 2)
+      //	std::cout << GridLogMessage << "Map: " << cb << " To: " << x0 << std::endl;
+    }
+
+    void pokeBlockOfVectorCanonical(int cb,Field& v,const std::vector<float>& buf) {
+      std::vector<int> _bsc = { _bs[1], _bs[2], _bs[3], _bs[4], _bs[0] };
+      std::vector<int> ldim = v._grid->LocalDimensions();
+      std::vector<int> cldim = { ldim[1], ldim[2], ldim[3], ldim[4], ldim[0] };
+      const int _nbsc = _bs_cb[0]*_bs_cb[1]*_bs_cb[2]*_bs_cb[3]*_bs_cb[4];
+      // take canonical block cb of v and put it in canonical ordering in buf
+      std::vector<int> cx0;
+      getCanonicalBlockOffset(cb,cx0);
+
+#pragma omp parallel
+      {
+	std::vector<int> co0,cl0;
+	co0=cx0; cl0=cx0;
+
+#pragma omp for
+	for (int i=0;i<_nbsc;i++) {
+	  Lexicographic::CoorFromIndex(co0,2*i,_bsc); // 2* for eo
+	  for (int j=0;j<(int)_bsc.size();j++)
+	    cl0[j] = cx0[j] + co0[j];
+	  
+	  std::vector<int> l0 = { cl0[4], cl0[0], cl0[1], cl0[2], cl0[3] };
+	  int oi = v._grid->oIndex(l0);
+	  int ii = v._grid->iIndex(l0);
+	  int lti = i;
+
+	  //if (cb < 2 && i<2)
+	  //  std::cout << GridLogMessage << "Map: " << cb << ", " << i << " To: " << cl0 << ", " << cx0 << ", " << oi << ", " << ii << std::endl;
+	  
+	  for (int s=0;s<4;s++)
+	    for (int c=0;c<3;c++) {
+	      Coeff_t& ld = ((Coeff_t*)&v._odata[oi]._internal._internal[s]._internal[c])[ii];
+	      int ti = 12*lti + 3*s + c;
+	      ld = Coeff_t(buf[2*ti+0], buf[2*ti+1]);
+	    }
+	}
+      }
+    }
+
+    void peekBlockOfVectorCanonical(int cb,const Field& v,std::vector<float>& buf) {
+      std::vector<int> _bsc = { _bs[1], _bs[2], _bs[3], _bs[4], _bs[0] };
+      std::vector<int> ldim = v._grid->LocalDimensions();
+      std::vector<int> cldim = { ldim[1], ldim[2], ldim[3], ldim[4], ldim[0] };
+      const int _nbsc = _bs_cb[0]*_bs_cb[1]*_bs_cb[2]*_bs_cb[3]*_bs_cb[4];
+      // take canonical block cb of v and put it in canonical ordering in buf
+      std::vector<int> cx0;
+      getCanonicalBlockOffset(cb,cx0);
+
+      buf.resize(_cf_block_size * 2);
+
+#pragma omp parallel
+      {
+	std::vector<int> co0,cl0;
+	co0=cx0; cl0=cx0;
+
+#pragma omp for
+	for (int i=0;i<_nbsc;i++) {
+	  Lexicographic::CoorFromIndex(co0,2*i,_bsc); // 2* for eo
+	  for (int j=0;j<(int)_bsc.size();j++)
+	    cl0[j] = cx0[j] + co0[j];
+	  
+	  std::vector<int> l0 = { cl0[4], cl0[0], cl0[1], cl0[2], cl0[3] };
+	  int oi = v._grid->oIndex(l0);
+	  int ii = v._grid->iIndex(l0);
+	  int lti = i;
+	  
+	  //if (cb < 2 && i<2)
+	  //  std::cout << GridLogMessage << "Map: " << cb << ", " << i << " To: " << cl0 << ", " << cx0 << ", " << oi << ", " << ii << std::endl;
+
+	  for (int s=0;s<4;s++)
+	    for (int c=0;c<3;c++) {
+	      Coeff_t& ld = ((Coeff_t*)&v._odata[oi]._internal._internal[s]._internal[c])[ii];
+	      int ti = 12*lti + 3*s + c;
+	      buf[2*ti+0] = ld.real();
+	      buf[2*ti+1] = ld.imag();
+	    }
+	}
+      }
+    }
+
+    int globalToLocalCanonicalBlock(int slot,const std::vector<int>& src_nodes,int nb) {
+      // processor coordinate
+      int _nd = (int)src_nodes.size();
+      std::vector<int> _src_nodes = src_nodes;
+      std::vector<int> pco(_nd);
+      Lexicographic::CoorFromIndex(pco,slot,_src_nodes);
+      std::vector<int> cpco = { pco[1], pco[2], pco[3], pco[4], pco[0] };
+
+      // get local block
+      std::vector<int> _nbc = { _nb[1], _nb[2], _nb[3], _nb[4], _nb[0] };
+      assert(_nd == 5);
+      std::vector<int> c_src_local_blocks(_nd);
+      for (int i=0;i<_nd;i++) {
+	assert(_grid->_fdimensions[i] % (src_nodes[i] * _bs[i]) == 0);
+	c_src_local_blocks[(i+4) % 5] = _grid->_fdimensions[i] / src_nodes[i] / _bs[i];
+      }
+      std::vector<int> cbcoor(_nd); // coordinate of block in slot in canonical form
+      Lexicographic::CoorFromIndex(cbcoor,nb,c_src_local_blocks);
+
+      // cpco, cbcoor
+      std::vector<int> clbcoor(_nd);
+      for (int i=0;i<_nd;i++) {
+	int cgcoor = cpco[i] * c_src_local_blocks[i] + cbcoor[i]; // global block coordinate
+	int pcoor = cgcoor / _nbc[i]; // processor coordinate in my Grid
+	int tpcoor = _grid->_processor_coor[(i+1)%5];
+	if (pcoor != tpcoor)
+	  return -1;
+	clbcoor[i] = cgcoor - tpcoor * _nbc[i]; // canonical local block coordinate for canonical dimension i
+      }
+
+      int lnb;
+      Lexicographic::IndexFromCoor(clbcoor,lnb,_nbc);
+      //std::cout << "Mapped slot = " << slot << " nb = " << nb << " to " << lnb << std::endl;
+      return lnb;
+    }
+
+
+ };
+
+}

tests/lanczos/FieldBasisVector.h

@@ -0,0 +1,81 @@
+namespace Grid { 
+
+template<class Field>
+class BasisFieldVector {
+ public:
+  int _Nm;
+
+  typedef typename Field::scalar_type Coeff_t;
+  typedef typename Field::vector_type vCoeff_t;
+  typedef typename Field::vector_object vobj;
+  typedef typename vobj::scalar_object sobj;
+
+  std::vector<Field> _v; // _Nfull vectors
+
+  void report(int n,GridBase* value) {
+
+    std::cout << GridLogMessage << "BasisFieldVector allocated:\n";
+    std::cout << GridLogMessage << " Delta N = " << n << "\n";
+    std::cout << GridLogMessage << " Size of full vectors (size) = " << 
+      ((double)n*sizeof(vobj)*value->oSites() / 1024./1024./1024.) << " GB\n";
+    std::cout << GridLogMessage << " Size = " << _v.size() << " Capacity = " << _v.capacity() << std::endl;
+
+    value->Barrier();
+
+#ifdef __linux
+    if (value->IsBoss()) {
+      system("cat /proc/meminfo");
+    }
+#endif
+
+    value->Barrier();
+
+  }
+
+  BasisFieldVector(int Nm,GridBase* value) : _Nm(Nm), _v(Nm,value) {
+    report(Nm,value);
+  }
+  
+  ~BasisFieldVector() {
+  }
+
+  Field& operator[](int i) {
+    return _v[i];
+  }
+
+  void orthogonalize(Field& w, int k) {
+    basisOrthogonalize(_v,w,k);
+  }
+
+  void rotate(Eigen::MatrixXd& Qt,int j0, int j1, int k0,int k1,int Nm) {
+    basisRotate(_v,Qt,j0,j1,k0,k1,Nm);
+  }
+
+  size_t size() const {
+    return _Nm;
+  }
+
+  void resize(int n) {
+    if (n > _Nm)
+      _v.reserve(n);
+    
+    _v.resize(n,_v[0]._grid);
+
+    if (n < _Nm)
+      _v.shrink_to_fit();
+
+    report(n - _Nm,_v[0]._grid);
+
+    _Nm = n;
+  }
+
+  void sortInPlace(std::vector<RealD>& sort_vals, bool reverse) {
+    basisSortInPlace(_v,sort_vals,reverse);
+  }
+
+  void deflate(const std::vector<RealD>& eval,const Field& src_orig,Field& result) {
+    basisDeflate(_v,eval,src_orig,result);
+  }
+
+ }; 
+}

tests/lanczos/Makefile.am

@@ -0,0 +1 @@
+include Make.inc

tests/lanczos/Params.h

@@ -0,0 +1,136 @@
+/*
+  Params IO
+
+  Author: Christoph Lehner
+  Date:   2017
+*/
+
+#define PADD(p,X) p.get(#X,X);
+
+class Params {
+ protected:
+
+  std::string trim(const std::string& sc) {
+    std::string s = sc;
+    s.erase(s.begin(), std::find_if(s.begin(), s.end(),
+				    std::not1(std::ptr_fun<int, int>(std::isspace))));
+    s.erase(std::find_if(s.rbegin(), s.rend(),
+			 std::not1(std::ptr_fun<int, int>(std::isspace))).base(), s.end());
+    return s;
+  }
+
+ public:
+
+  std::map< std::string, std::string > lines;
+  std::string _fn;
+
+ Params(const char* fn) : _fn(fn) {
+    FILE* f = fopen(fn,"rt");
+    assert(f);
+    while (!feof(f)) {
+      char buf[4096];
+      if (fgets(buf,sizeof(buf),f)) {
+	if (buf[0] != '#' && buf[0] != '\r' && buf[0] != '\n') {
+	  char* sep = strchr(buf,'=');
+	  assert(sep);
+	  *sep = '\0';
+	  lines[trim(buf)] = trim(sep+1);
+	}
+      }
+    }      
+    fclose(f);
+  }
+
+  ~Params() {
+  }
+
+  std::string loghead() {
+    return _fn + ": ";
+  }
+
+  bool has(const char* name) {
+    auto f = lines.find(name);
+    return (f != lines.end());
+  }
+
+  const std::string& get(const char* name) {
+    auto f = lines.find(name);
+    if (f == lines.end()) {
+      std::cout << Grid::GridLogMessage << loghead() << "Could not find value for " << name << std::endl;
+      abort();
+    }
+    return f->second;
+  }
+
+  void parse(std::string& s, const std::string& cval) {
+    std::stringstream trimmer;
+    trimmer << cval;
+    s.clear();
+    trimmer >> s;
+  }
+
+  void parse(int& i, const std::string& cval) {
+    assert(sscanf(cval.c_str(),"%d",&i)==1);
+  }
+
+  void parse(long long& i, const std::string& cval) {
+    assert(sscanf(cval.c_str(),"%lld",&i)==1);
+  }
+
+  void parse(double& f, const std::string& cval) {
+    assert(sscanf(cval.c_str(),"%lf",&f)==1);
+  }
+
+  void parse(float& f, const std::string& cval) {
+    assert(sscanf(cval.c_str(),"%f",&f)==1);
+  }
+
+  void parse(bool& b, const std::string& cval) {
+    std::string lcval = cval;
+    std::transform(lcval.begin(), lcval.end(), lcval.begin(), ::tolower);
+    if (lcval == "true" || lcval == "yes") {
+      b = true;
+    } else if (lcval == "false" || lcval == "no") {
+      b = false;
+    } else {
+      std::cout << "Invalid value for boolean: " << b << std::endl;
+      assert(0);
+    }
+  }
+
+  void parse(std::complex<double>& f, const std::string& cval) {
+    double r,i;
+    assert(sscanf(cval.c_str(),"%lf %lf",&r,&i)==2);
+    f = std::complex<double>(r,i);
+  }
+
+  void parse(std::complex<float>& f, const std::string& cval) {
+    float r,i;
+    assert(sscanf(cval.c_str(),"%f %f",&r,&i)==2);
+    f = std::complex<float>(r,i);
+  }
+
+  template<class T>
+    void get(const char* name, std::vector<T>& v) {
+    int i = 0;
+    v.resize(0);
+    while (true) {
+      char buf[4096];
+      sprintf(buf,"%s[%d]",name,i++);
+      if (!has(buf))
+	break;
+      T val;
+      parse(val,get(buf));
+      std::cout << Grid::GridLogMessage << loghead() << "Set " << buf << " to " << val << std::endl;
+      v.push_back(val);
+    }
+  }
+
+  template<class T>
+    void get(const char* name, T& f) {
+    parse(f,get(name));
+    std::cout << Grid::GridLogMessage << loghead() << "Set " << name << " to " << f << std::endl;
+  }
+
+  
+};

tests/lanczos/Test_dwf_compressed_lanczos.cc

@@ -0,0 +1,712 @@
+/*
+  Authors: Christoph Lehner
+  Date: 2017
+
+  Multigrid Lanczos
+
+
+
+  TODO:
+
+  High priority:
+  - Explore filtering of starting vector again, should really work:  If cheby has 4 for low mode region and 1 for high mode, applying 15 iterations has 1e9 suppression
+    of high modes, which should create the desired invariant subspace already?  Missing something here???  Maybe dynamic range dangerous, i.e., could also kill interesting
+    eigenrange if not careful.
+
+    Better: Use all Cheby up to order N in order to approximate a step function; try this!  Problem: width of step function.  Can kill eigenspace > 1e-3 and have < 1e-5 equal
+            to 1
+
+  Low priority:
+  - Given that I seem to need many restarts and high degree poly to create the base and this takes about 1 day, seriously consider a simple method to create a basis
+    (ortho krylov low poly); and then fix up lowest say 200 eigenvalues by 1 run with high-degree poly (600 could be enough)
+*/
+#include <Grid/Grid.h>
+#include <Grid/algorithms/iterative/ImplicitlyRestartedLanczos.h>
+/////////////////////////////////////////////////////////////////////////////
+// The following are now decoupled from the Lanczos and deal with grids.
+// Safe to replace functionality
+/////////////////////////////////////////////////////////////////////////////
+#include "BlockedGrid.h"
+#include "FieldBasisVector.h"
+#include "BlockProjector.h"
+#include "FieldVectorIO.h"
+#include "Params.h"
+
+using namespace std;
+using namespace Grid;
+using namespace Grid::QCD;
+
+bool read_evals(GridBase* _grid, char* fn, std::vector<RealD>& evals) {
+
+  FILE* f = 0;
+  uint32_t status = 0;
+  if (_grid->IsBoss()) {
+    f = fopen(fn,"rt");
+    status = f ? 1 : 0;
+  }
+  _grid->GlobalSum(status);
+
+  if (!status)
+    return false;
+
+  uint32_t N;
+  if (f)
+    assert(fscanf(f,"%d\n",&N)==1);
+  else
+    N = 0;
+  _grid->GlobalSum(N);
+
+  std::cout << "Reading " << N << " eigenvalues" << std::endl;
+
+  evals.resize(N);
+
+  for (int i=0;i<N;i++) {
+    if (f)
+      assert(fscanf(f,"%lf",&evals[i])==1);
+    else
+      evals[i] = 0;
+  }
+
+  _grid->GlobalSumVector(&evals[0],evals.size());
+
+  if (f)
+    fclose(f);
+  return true;
+}
+
+void write_evals(char* fn, std::vector<RealD>& evals) {
+  FILE* f = fopen(fn,"wt");
+  assert(f);
+
+  int N = (int)evals.size();
+  fprintf(f,"%d\n",N);
+
+  for (int i=0;i<N;i++) {
+    fprintf(f,"%.15E\n",evals[i]);
+  }
+
+  fclose(f);
+}
+
+void write_history(char* fn, std::vector<RealD>& hist) {
+  FILE* f = fopen(fn,"wt");
+  assert(f);
+
+  int N = (int)hist.size();
+  for (int i=0;i<N;i++) {
+    fprintf(f,"%d %.15E\n",i,hist[i]);
+  }
+
+  fclose(f);
+}
+
+
+template<typename Field>
+class CheckpointedLinearFunction : public LinearFunction<Field> {
+public:
+  LinearFunction<Field>& _op;
+  std::string _dir;
+  int _max_apply;
+  int _apply, _apply_actual;
+  GridBase* _grid;
+  FILE* _f;
+
+  CheckpointedLinearFunction(GridBase* grid, LinearFunction<Field>& op, const char* dir,int max_apply) : _op(op), _dir(dir), _grid(grid), _f(0),
+													 _max_apply(max_apply), _apply(0), _apply_actual(0) {
+
+    FieldVectorIO::conditionalMkDir(dir);
+
+    char fn[4096];
+    sprintf(fn,"%s/ckpt_op.%4.4d",_dir.c_str(),_grid->ThisRank());
+    printf("CheckpointLinearFunction:: file %s\n",fn);
+    _f = fopen(fn,"r+b");
+    if (!_f)
+      _f = fopen(fn,"w+b");
+    assert(_f);
+    fseek(_f,0,SEEK_CUR);
+
+  }
+
+  ~CheckpointedLinearFunction() {
+    if (_f) {
+      fclose(_f);
+      _f = 0;
+    }
+  }
+
+  bool load_ckpt(const Field& in, Field& out) {
+
+    off_t cur = ftello(_f);
+    fseeko(_f,0,SEEK_END);
+    if (cur == ftello(_f))
+      return false;
+    fseeko(_f,cur,SEEK_SET);
+
+    size_t sz = sizeof(out._odata[0]) * out._odata.size();
+
+    GridStopWatch gsw;
+    gsw.Start();
+    uint32_t crc_exp;
+    assert(fread(&crc_exp,4,1,_f)==1);
+    assert(fread(&out._odata[0],sz,1,_f)==1);
+    assert(FieldVectorIO::crc32_threaded((unsigned char*)&out._odata[0],sz,0x0)==crc_exp);
+    gsw.Stop();
+
+    printf("CheckpointLinearFunction:: reading %lld\n",(long long)sz);
+    std::cout << GridLogMessage << "Loading " << ((RealD)sz/1024./1024./1024.) << " GB in " << gsw.Elapsed() << std::endl;
+    return true;
+  }
+
+  void save_ckpt(const Field& in, Field& out) {
+
+    fseek(_f,0,SEEK_CUR); // switch to write
+
+    size_t sz = sizeof(out._odata[0]) * out._odata.size();
+
+    GridStopWatch gsw;
+    gsw.Start();
+    uint32_t crc = FieldVectorIO::crc32_threaded((unsigned char*)&out._odata[0],sz,0x0);
+    assert(fwrite(&crc,4,1,_f)==1);
+    assert(fwrite(&out._odata[0],sz,1,_f)==1);
+    fflush(_f); // try this on the GPFS to suppress OPA usage for disk during dslash; this is not needed at Lustre/JLAB
+    gsw.Stop();
+
+    printf("CheckpointLinearFunction:: writing %lld\n",(long long)sz);
+    std::cout << GridLogMessage << "Saving " << ((RealD)sz/1024./1024./1024.) << " GB in " << gsw.Elapsed() << std::endl;
+  }
+
+  void operator()(const Field& in, Field& out) {
+
+    _apply++;
+
+    if (load_ckpt(in,out))
+      return;
+
+    _op(in,out);
+    
+    save_ckpt(in,out);
+
+    if (_apply_actual++ >= _max_apply) {
+      std::cout << GridLogMessage << "Maximum application of operator reached, checkpoint and finish in future job" << std::endl;
+      if (_f) { fclose(_f); _f=0; }
+      in._grid->Barrier();
+      Grid_finalize();
+      exit(3);
+    }
+  }
+};
+
+template<typename CoarseField,typename Field>
+class ProjectedFunctionHermOp : public LinearFunction<CoarseField> {
+public:
+  OperatorFunction<Field>   & _poly;
+  LinearOperatorBase<Field> &_Linop;
+  BlockProjector<Field>& _pr;
+
+  ProjectedFunctionHermOp(BlockProjector<Field>& pr,OperatorFunction<Field> & poly,LinearOperatorBase<Field>& linop) : _poly(poly), _Linop(linop), _pr(pr) {
+  }
+
+  void operator()(const CoarseField& in, CoarseField& out) {
+    assert(_pr._bgrid._o_blocks == in._grid->oSites());
+
+    Field fin(_pr._bgrid._grid);
+    Field fout(_pr._bgrid._grid);
+
+    GridStopWatch gsw1,gsw2,gsw3;
+    // fill fin
+    gsw1.Start();
+    _pr.coarseToFine(in,fin);
+    gsw1.Stop();
+
+    // apply poly
+    gsw2.Start();
+    _poly(_Linop,fin,fout);
+    gsw2.Stop();
+
+    // fill out
+    gsw3.Start();
+    _pr.fineToCoarse(fout,out);
+    gsw3.Stop();
+
+    auto eps = innerProduct(in,out);
+    std::cout << GridLogMessage << "Operator timing details: c2f = " << gsw1.Elapsed() << " poly = " << gsw2.Elapsed() << " f2c = " << gsw3.Elapsed() << 
+      "   Complimentary Hermiticity check: " << eps.imag() / std::abs(eps) << std::endl;
+
+  }
+};
+
+template<typename CoarseField,typename Field>
+class ProjectedHermOp : public LinearFunction<CoarseField> {
+public:
+  LinearOperatorBase<Field> &_Linop;
+  BlockProjector<Field>& _pr;
+
+  ProjectedHermOp(BlockProjector<Field>& pr,LinearOperatorBase<Field>& linop) : _Linop(linop), _pr(pr) {
+  }
+
+  void operator()(const CoarseField& in, CoarseField& out) {
+    assert(_pr._bgrid._o_blocks == in._grid->oSites());
+    Field fin(_pr._bgrid._grid);
+    Field fout(_pr._bgrid._grid);
+    _pr.coarseToFine(in,fin);
+    _Linop.HermOp(fin,fout);
+    _pr.fineToCoarse(fout,out);
+
+  }
+};
+
+template<typename vtype, int N > using CoarseSiteFieldGeneral = iScalar< iVector<vtype, N> >;
+template<int N> using CoarseSiteFieldD = CoarseSiteFieldGeneral< vComplexD, N >;
+template<int N> using CoarseSiteFieldF = CoarseSiteFieldGeneral< vComplexF, N >;
+template<int N> using CoarseSiteField  = CoarseSiteFieldGeneral< vComplex,  N >;
+template<int N> using CoarseLatticeFermion  = Lattice< CoarseSiteField<N> >;
+template<int N> using CoarseLatticeFermionD = Lattice< CoarseSiteFieldD<N> >;
+
+template<typename Field,int Nstop1>
+void CoarseGridLanczos(BlockProjector<Field>& pr,RealD alpha2,RealD beta,int Npoly2,
+		       int Nstop2,int Nk2,int Nm2,RealD resid2,RealD betastp2,int MaxIt,int MinRes2,
+		       LinearOperatorBase<Field>& HermOp, std::vector<RealD>& eval1, bool cg_test_enabled, 
+		       int cg_test_maxiter,int nsingle,int SkipTest2, int MaxApply2,bool smoothed_eval_enabled,
+		       int smoothed_eval_inner,int smoothed_eval_outer,int smoothed_eval_begin,
+		       int smoothed_eval_end,RealD smoothed_eval_inner_resid) {
+
+  BlockedGrid<Field>& bgrid = pr._bgrid;
+  BasisFieldVector<Field>& basis = pr._evec;
+
+
+  std::vector<int> coarseFourDimLatt;
+  for (int i=0;i<4;i++)
+    coarseFourDimLatt.push_back(bgrid._nb[1+i] * bgrid._grid->_processors[1+i]);
+  assert(bgrid._grid->_processors[0] == 1);
+
+  std::cout << GridLogMessage << "CoarseGrid = " << coarseFourDimLatt << " with basis = " << Nstop1 << std::endl;
+  GridCartesian         * UCoarseGrid   = SpaceTimeGrid::makeFourDimGrid(coarseFourDimLatt, GridDefaultSimd(Nd,vComplex::Nsimd()),GridDefaultMpi());
+  GridCartesian         * FCoarseGrid   = SpaceTimeGrid::makeFiveDimGrid(bgrid._nb[0],UCoarseGrid);
+
+  Chebyshev<Field> Cheb2(alpha2,beta,Npoly2);
+  CoarseLatticeFermion<Nstop1> src_coarse(FCoarseGrid);
+
+  // Second round of Lanczos in blocked space
+  std::vector<RealD>         eval2(Nm2);
+  std::vector<RealD>         eval3(Nm2);
+  BasisFieldVector<CoarseLatticeFermion<Nstop1> > coef(Nm2,FCoarseGrid);
+
+  ProjectedFunctionHermOp<CoarseLatticeFermion<Nstop1>,LatticeFermion> Op2plain(pr,Cheb2,HermOp);
+  CheckpointedLinearFunction<CoarseLatticeFermion<Nstop1> > Op2ckpt(src_coarse._grid,Op2plain,"checkpoint",MaxApply2);
+  LinearFunction< CoarseLatticeFermion<Nstop1> >* Op2;
+  if (MaxApply2) {
+    Op2 = &Op2ckpt;
+  } else {
+    Op2 = &Op2plain;
+  }
+  ProjectedHermOp<CoarseLatticeFermion<Nstop1>,LatticeFermion> Op2nopoly(pr,HermOp);
+  ImplicitlyRestartedLanczos<CoarseLatticeFermion<Nstop1> > IRL2(*Op2,*Op2,Nstop2,Nk2,Nm2,resid2,MaxIt,betastp2,MinRes2);
+
+
+  src_coarse = 1.0;
+  
+  // Precision test
+  {
+    Field tmp(bgrid._grid);
+    CoarseLatticeFermion<Nstop1> tmp2(FCoarseGrid);
+    CoarseLatticeFermion<Nstop1> tmp3(FCoarseGrid);
+    tmp2 = 1.0;
+    tmp3 = 1.0;
+
+    pr.coarseToFine(tmp2,tmp);
+    pr.fineToCoarse(tmp,tmp2);
+
+    tmp2 -= tmp3;
+    std::cout << GridLogMessage << "Precision Test c->f->c: " << norm2(tmp2) / norm2(tmp3) << std::endl;
+
+    //bgrid._grid->Barrier();
+    //return;
+  }
+
+  int Nconv;
+  if (!FieldVectorIO::read_compressed_vectors("lanczos.output",pr,coef) ||
+      !read_evals(UCoarseGrid,(char *)"lanczos.output/eigen-values.txt",eval3) ||
+      !read_evals(UCoarseGrid,(char *)"lanczos.output/eigen-values.txt.linear",eval1) ||
+      !read_evals(UCoarseGrid,(char *)"lanczos.output/eigen-values.txt.poly",eval2)
+      ) {
+    
+
+    IRL2.calc(eval2,coef._v,src_coarse,Nconv,true);
+
+    coef.resize(Nstop2);
+    eval2.resize(Nstop2);
+    eval3.resize(Nstop2);
+
+    std::vector<Field> step3_cache;
+
+    // reconstruct eigenvalues of original operator
+    for (int i=0;i<Nstop2;i++){
+      RealD eval2_linear;
+
+      if (i<Nstop1) {
+	eval2_linear = eval1[i];
+      } else {
+	eval2_linear = eval2[i-1];
+      }
+
+      RealD eval2_poly = eval2[i];
+      RealD eval_reconstruct = Cheb2.approxInv(eval2_poly,eval2_linear,100,1e-10);
+      std::cout << i << " Reconstructed eval = " << eval_reconstruct << " from quess " << eval2_linear << std::endl;
+      eval2[i] = eval_reconstruct;
+    }
+    
+    // as demonstrated in CG test below, best result from mixed determination
+    for (int i=0;i<Nstop2;i++)
+      eval3[i] = (i < Nstop1) ? eval1[i] : eval2[i];
+    
+    for(int i=0;i<Nstop2;i++){
+      std::cout << i<<" / "<< Nstop2<< " eigenvalue "<< eval3[i] <<std::endl;
+    };
+    
+    // write
+    mkdir("lanczos.output",ACCESSPERMS);
+    FieldVectorIO::write_compressed_vectors("lanczos.output",pr,coef,nsingle);
+    if (bgrid._grid->IsBoss()) {
+      write_evals((char *)"lanczos.output/eigen-values.txt",eval3);
+      write_evals((char *)"lanczos.output/eigen-values.txt.linear",eval1);
+      write_evals((char *)"lanczos.output/eigen-values.txt.poly",eval2);
+    }
+
+  }
+
+  // fix up eigenvalues
+  if (!read_evals(UCoarseGrid,(char *)"lanczos.output/eigen-values.txt.smoothed",eval3) && smoothed_eval_enabled) {
+
+    ConjugateGradient<LatticeFermion> CG(smoothed_eval_inner_resid, smoothed_eval_inner, false);
+
+    LatticeFermion v_i(basis[0]._grid);
+    auto tmp = v_i;
+    auto tmp2 = v_i;
+
+    for (int i=smoothed_eval_begin;i<smoothed_eval_end;i++) {
+
+      GridStopWatch gsw;
+
+      gsw.Start();
+
+      pr.coarseToFine(coef[i],v_i);
+      v_i.checkerboard = Odd;
+      
+      for (int j=0;j<smoothed_eval_outer;j++) {
+	tmp=zero;
+	//pr.deflate(coef,eval3,Nstop2,v_i,tmp);
+	CG(HermOp, v_i, tmp);
+
+	v_i = 1.0 / ::sqrt( norm2(tmp) ) * tmp;
+      }
+
+      tmp = v_i;
+
+      HermOp.HermOp(tmp,tmp2);
+
+      RealD ev = innerProduct(tmp,tmp2).real();
+
+      gsw.Stop();
+
+      std::cout << GridLogMessage << "Smoothed eigenvalue " << i << " from " << eval3[i] << " to " << ev << " in " << gsw.Elapsed() << std::endl;
+      //	" with effective smoother precision " << (CG.ResHistory.back() / CG.ResHistory.front() ) << std::endl;
+      //      CG.ResHistory.clear();
+
+      eval3[i] = ev;
+    }
+
+    if (bgrid._grid->IsBoss()) {
+      write_evals((char *)"lanczos.output/eigen-values.txt.smoothed",eval3);
+      write_evals((char *)"lanczos.output/eigen-values.txt",eval3); // also reset this to the best ones we have available
+    }
+  }
+
+  // do CG test with and without deflation
+  if (cg_test_enabled) {
+    ConjugateGradient<LatticeFermion> CG(1.0e-8, cg_test_maxiter, false);
+    LatticeFermion src_orig(bgrid._grid);
+    src_orig.checkerboard = Odd;
+    src_orig = 1.0;
+    src_orig = src_orig * (1.0 / ::sqrt(norm2(src_orig)) );
+    auto result = src_orig; 
+
+    // undeflated solve
+    std::cout << GridLogMessage << " Undeflated solve "<<std::endl;
+    result = zero;
+    CG(HermOp, src_orig, result);
+    //    if (UCoarseGrid->IsBoss())
+    //      write_history("cg_test.undefl",CG.ResHistory);
+    //    CG.ResHistory.clear();
+
+    // deflated solve with all eigenvectors
+    std::cout << GridLogMessage << " Deflated solve with all evectors"<<std::endl;
+    result = zero;
+    pr.deflate(coef,eval2,Nstop2,src_orig,result);
+    CG(HermOp, src_orig, result);
+    //    if (UCoarseGrid->IsBoss())
+    //      write_history("cg_test.defl_all",CG.ResHistory);
+    //    CG.ResHistory.clear();
+
+    // deflated solve with non-blocked eigenvectors
+    std::cout << GridLogMessage << " Deflated solve with non-blocked evectors"<<std::endl;
+    result = zero;
+    pr.deflate(coef,eval1,Nstop1,src_orig,result);
+    CG(HermOp, src_orig, result);
+    //    if (UCoarseGrid->IsBoss())
+    //      write_history("cg_test.defl_full",CG.ResHistory);
+    //    CG.ResHistory.clear();
+
+    // deflated solve with all eigenvectors and original eigenvalues from proj
+    std::cout << GridLogMessage << " Deflated solve with all eigenvectors and original eigenvalues from proj"<<std::endl;
+    result = zero;
+    pr.deflate(coef,eval3,Nstop2,src_orig,result);
+    CG(HermOp, src_orig, result);
+    //    if (UCoarseGrid->IsBoss())
+    //      write_history("cg_test.defl_all_ev3",CG.ResHistory);
+    //    CG.ResHistory.clear();
+
+  }
+  
+}
+
+
+template<typename Field>
+void quick_krylov_basis(BasisFieldVector<Field>& evec,Field& src,LinearFunction<Field>& Op,int Nstop) {
+  Field tmp = src;
+  Field tmp2 = tmp;
+
+  for (int i=0;i<Nstop;i++) {
+    GridStopWatch gsw;
+    gsw.Start();
+    Op(tmp,tmp2);
+    gsw.Stop();
+    evec.orthogonalize(tmp2,i);
+
+    RealD nn = norm2(tmp2);
+    nn = Grid::sqrt(nn);
+    tmp2 = tmp2 * (1.0/nn);
+
+    evec[i] = tmp2;
+    tmp = tmp2;
+    std::cout << GridLogMessage << "Quick_krylov_basis: " << i << "/" << Nstop << " timing of operator=" << gsw.Elapsed() << std::endl;
+  }
+
+}
+
+
+
+int main (int argc, char ** argv) {
+
+  Grid_init(&argc,&argv);
+
+  const int MaxIt = 10000;
+
+  int Ls;
+  RealD mass;
+  RealD M5;
+  std::vector < std::complex<double>  > omega;
+  
+  RealD alpha1, alpha2, beta;
+  int Npoly1, Npoly2;
+  int Nstop1, Nstop2;
+  int Nk1, Nk2;
+  int Np1, Np2;
+  int MinRes1, MinRes2;
+  int SkipTest2, MaxApply2;
+  bool checkpoint_basis;
+  bool cg_test_enabled;
+  bool exit_after_basis_calculation;
+  bool simple_krylov_basis;
+  int cg_test_maxiter;
+  int nsingle; // store in single precision, the rest in FP16
+  int max_cheb_time_ms;
+  bool smoothed_eval_enabled;
+  int smoothed_eval_inner;
+  int smoothed_eval_outer;
+  int smoothed_eval_begin;
+  int smoothed_eval_end;
+  RealD smoothed_eval_inner_resid;
+
+  // vector representation
+  std::vector<int> block_size; // 5d block size
+
+  RealD resid1, resid2, betastp1, betastp2, basis_norm_threshold;
+
+  std::string config;
+  
+  Params jp("params.txt");
+  PADD(jp,Npoly1); PADD(jp,Npoly2);
+  PADD(jp,max_cheb_time_ms);
+  PADD(jp,Nstop1); PADD(jp,Nstop2); PADD(jp,MaxApply2);
+  PADD(jp,Nk1); PADD(jp,Nk2); PADD(jp,betastp1); PADD(jp,betastp2);
+  PADD(jp,Np1); PADD(jp,Np2); basis_norm_threshold = 1e-5; //PADD(jp,basis_norm_threshold);
+  PADD(jp,block_size); PADD(jp,smoothed_eval_enabled); PADD(jp,smoothed_eval_inner);
+  PADD(jp,resid1); PADD(jp,resid2); PADD(jp,smoothed_eval_outer);
+  PADD(jp,alpha1); PADD(jp,alpha2); PADD(jp,smoothed_eval_begin);
+  PADD(jp,MinRes1); PADD(jp,MinRes2); PADD(jp,smoothed_eval_end);
+  PADD(jp,beta); PADD(jp,mass); PADD(jp,smoothed_eval_inner_resid);
+  PADD(jp,omega); PADD(jp,config); 
+  PADD(jp,M5); PADD(jp,cg_test_enabled);
+  PADD(jp,cg_test_maxiter); PADD(jp,checkpoint_basis);
+  PADD(jp,nsingle); PADD(jp,exit_after_basis_calculation);
+  PADD(jp,simple_krylov_basis); PADD(jp,SkipTest2);
+
+  Ls = (int)omega.size();
+
+  // Grids
+  GridCartesian         * UGrid   = SpaceTimeGrid::makeFourDimGrid(GridDefaultLatt(), GridDefaultSimd(Nd,vComplex::Nsimd()),GridDefaultMpi());
+  GridCartesian         * UGridHP = SpaceTimeGrid::makeFourDimGrid(GridDefaultLatt(), GridDefaultSimd(Nd,vComplexD::Nsimd()),GridDefaultMpi());
+  GridRedBlackCartesian * UrbGrid = SpaceTimeGrid::makeFourDimRedBlackGrid(UGrid);
+  GridRedBlackCartesian * UrbGridHP = SpaceTimeGrid::makeFourDimRedBlackGrid(UGridHP);
+  GridCartesian         * FGrid   = SpaceTimeGrid::makeFiveDimGrid(Ls,UGrid);
+  GridCartesian         * FGridHP   = SpaceTimeGrid::makeFiveDimGrid(Ls,UGridHP);
+  GridRedBlackCartesian * FrbGrid = SpaceTimeGrid::makeFiveDimRedBlackGrid(Ls,UGrid);
+  GridRedBlackCartesian * FrbGridHP = SpaceTimeGrid::makeFiveDimRedBlackGrid(Ls,UGridHP);
+
+  // Gauge field
+  LatticeGaugeField Umu(UGrid);
+  FieldMetaData header;
+  NerscIO::readConfiguration(Umu,header,config);
+  std::cout << GridLogMessage << "Lattice dimensions: " << GridDefaultLatt()
+            << "   Ls: " << Ls << std::endl;
+
+  // ZMobius EO Operator
+  ZMobiusFermionR Ddwf(Umu, *FGrid, *FrbGrid, *UGrid, *UrbGrid, mass, M5, omega,1.,0.);
+  SchurDiagTwoOperator<ZMobiusFermionR,LatticeFermion> HermOp(Ddwf);
+
+  // Eigenvector storage
+  const int Nm1 = Np1 + Nk1;
+  const int Nm2 = Np2 + Nk2; // maximum number of vectors we need to keep
+  std::cout << GridLogMessage << "Keep " << Nm1 << " full vectors" << std::endl;
+  std::cout << GridLogMessage << "Keep " << Nm2 << " total vectors" << std::endl;
+  assert(Nm2 >= Nm1);
+  BasisFieldVector<LatticeFermion> evec(Nm1,FrbGrid); // start off with keeping full vectors
+
+  // First and second cheby
+  Chebyshev<LatticeFermion> Cheb1(alpha1,beta,Npoly1);
+  FunctionHermOp<LatticeFermion> Op1(Cheb1,HermOp);
+  PlainHermOp<LatticeFermion> Op1test(HermOp);
+
+  // Eigenvalue storage
+  std::vector<RealD>          eval1(evec.size());
+
+  // Construct source vector
+  LatticeFermion    src(FrbGrid);
+  {
+    src=1.0;
+    src.checkerboard = Odd;
+
+    // normalize
+    RealD nn = norm2(src);
+    nn = Grid::sqrt(nn);
+    src = src * (1.0/nn);
+  }
+
+  // Do a benchmark and a quick exit if performance is too little (ugly but needed due to performance fluctuations)
+  if (max_cheb_time_ms) {
+    // one round of warmup
+    auto tmp = src;
+    GridStopWatch gsw1,gsw2;
+    gsw1.Start();
+    Cheb1(HermOp,src,tmp);
+    gsw1.Stop();
+    Ddwf.ZeroCounters();
+    gsw2.Start();
+    Cheb1(HermOp,src,tmp);
+    gsw2.Stop();
+    Ddwf.Report();
+    std::cout << GridLogMessage << "Performance check; warmup = " << gsw1.Elapsed() << "  test = " << gsw2.Elapsed() << std::endl;
+    int ms = (int)(gsw2.useconds()/1e3);
+    if (ms > max_cheb_time_ms) {
+      std::cout << GridLogMessage << "Performance too poor: " << ms << " ms, cutoff = " << max_cheb_time_ms << " ms" << std::endl;
+      Grid_finalize();
+      return 2;
+    }
+
+  }
+
+  // First round of Lanczos to get low mode basis
+  ImplicitlyRestartedLanczos<LatticeFermion> IRL1(Op1,Op1test,Nstop1,Nk1,Nm1,resid1,MaxIt,betastp1,MinRes1);
+  int Nconv;
+
+  char tag[1024];
+  if (!FieldVectorIO::read_argonne(evec,(char *)"checkpoint") || !read_evals(UGrid,(char *)"checkpoint/eigen-values.txt",eval1)) {
+
+    if (simple_krylov_basis) {
+      quick_krylov_basis(evec,src,Op1,Nstop1);
+    } else {
+      IRL1.calc(eval1,evec._v,src,Nconv,false);
+    }
+    evec.resize(Nstop1); // and throw away superfluous
+    eval1.resize(Nstop1);
+    if (checkpoint_basis)
+      FieldVectorIO::write_argonne(evec,(char *)"checkpoint");
+    if (UGrid->IsBoss() && checkpoint_basis)
+      write_evals((char *)"checkpoint/eigen-values.txt",eval1);
+
+    Ddwf.Report();
+
+    if (exit_after_basis_calculation) {
+      Grid_finalize();
+      return 0;
+    }
+  }
+
+  // now test eigenvectors
+  if (!simple_krylov_basis) {
+    for (int i=0;i<Nstop1;i++){
+      auto B = evec[i];
+      auto tmp = B;
+      auto v = B;
+      
+      {
+	HermOp.HermOp(B,v);
+	
+	RealD vnum = real(innerProduct(B,v)); // HermOp.
+	RealD vden = norm2(B);
+	RealD vv0 = norm2(v);
+	RealD eval2 = vnum/vden;
+	v -= eval2*B;
+	RealD vv = norm2(v);
+	
+	std::cout << i << " OP eval = " << eval2 << " (" << eval1[i] << ") "
+		  << "res2 = " << vv << " norm2 = " << norm2(B) << std::endl;
+      }
+    }
+  }
+
+  // do second step only if needed
+  if (Nstop1 <= Nstop2) {
+    
+    // Now setup blocking
+    assert(evec.size() == Nstop1);
+    BlockedGrid<LatticeFermion> bgrid(FrbGrid, block_size);
+    BlockProjector<LatticeFermion> pr(evec,bgrid);
+    pr.createOrthonormalBasis(basis_norm_threshold);
+    pr.createOrthonormalBasis(basis_norm_threshold); // another round due to precision issues created by local coherence
+
+    constexpr int common_basis_sizes[] = { 60, 250, 400 };
+    constexpr int n_common_basis_sizes = sizeof(common_basis_sizes) / sizeof(common_basis_sizes[0]);
+    switch (Nstop1) {
+#define BASIS(n) case common_basis_sizes[n]:\
+      CoarseGridLanczos<LatticeFermion,common_basis_sizes[n]>\
+	(pr,alpha2,beta,Npoly2,Nstop2,Nk2,Nm2,resid2,betastp2,MaxIt,MinRes2,HermOp,eval1, \
+	 cg_test_enabled,cg_test_maxiter,nsingle,SkipTest2, \
+	 MaxApply2,smoothed_eval_enabled,smoothed_eval_inner,smoothed_eval_outer, \
+	 smoothed_eval_begin,smoothed_eval_end,smoothed_eval_inner_resid); break;
+      BASIS(0);
+      BASIS(1);
+      BASIS(2);
+    default:
+      std::cout << GridLogMessage << "Basis size " << Nstop1 << " must be added at compile-time" << std::endl;
+      std::cout << GridLogMessage << "Currently available sizes: " << std::endl;
+      for (int i=0;i<n_common_basis_sizes;i++) {
+	std::cout << GridLogMessage << "  " << common_basis_sizes[i] << std::endl;
+      }
+    }
+
+  }
+    
+  Grid_finalize();
+}
+

tests/lanczos/Test_dwf_compressed_lanczos_reorg.cc

@@ -0,0 +1,254 @@
+    /*************************************************************************************
+
+    Grid physics library, www.github.com/paboyle/Grid 
+
+    Source file: ./tests/Test_dwf_compressed_lanczos_reorg.cc
+
+    Copyright (C) 2017
+
+Author: Leans heavily on Christoph Lehner's code
+Author: Peter Boyle <paboyle@ph.ed.ac.uk>
+
+    This program is free software; you can redistribute it and/or modify
+    it under the terms of the GNU General Public License as published by
+    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,
+    but WITHOUT ANY WARRANTY; without even the implied warranty of
+    MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+    GNU General Public License for more details.
+
+    You should have received a copy of the GNU General Public License along
+    with this program; if not, write to the Free Software Foundation, Inc.,
+    51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+    See the full license in the file "LICENSE" in the top level distribution directory
+    *************************************************************************************/
+    /*  END LEGAL */
+/*
+ *  Reimplement the badly named "multigrid" lanczos as compressed Lanczos using the features 
+ *  in Grid that were intended to be used to support blocked Aggregates, from
+ */
+#include <Grid/Grid.h>
+#include <Grid/algorithms/iterative/ImplicitlyRestartedLanczos.h>
+#include <Grid/algorithms/iterative/LocalCoherenceLanczos.h>
+
+using namespace std;
+using namespace Grid;
+using namespace Grid::QCD;
+
+template<class Fobj,class CComplex,int nbasis>
+class LocalCoherenceLanczosScidac : public LocalCoherenceLanczos<Fobj,CComplex,nbasis>
+{ 
+public:
+  typedef iVector<CComplex,nbasis >           CoarseSiteVector;
+  typedef Lattice<CoarseSiteVector>           CoarseField;
+  typedef Lattice<CComplex>   CoarseScalar; // used for inner products on fine field
+  typedef Lattice<Fobj>          FineField;
+
+  LocalCoherenceLanczosScidac(GridBase *FineGrid,GridBase *CoarseGrid,
+			      LinearOperatorBase<FineField> &FineOp,
+			      int checkerboard) 
+    // Base constructor
+    : LocalCoherenceLanczos<Fobj,CComplex,nbasis>(FineGrid,CoarseGrid,FineOp,checkerboard) 
+  {};
+
+  void checkpointFine(std::string evecs_file,std::string evals_file)
+  {
+    assert(this->_Aggregate.subspace.size()==nbasis);
+    emptyUserRecord record;
+    Grid::QCD::ScidacWriter WR;
+    WR.open(evecs_file);
+    for(int k=0;k<nbasis;k++) {
+      WR.writeScidacFieldRecord(this->_Aggregate.subspace[k],record);
+    }
+    WR.close();
+    
+    XmlWriter WRx(evals_file);
+    write(WRx,"evals",this->evals_fine);
+  }
+
+  void checkpointFineRestore(std::string evecs_file,std::string evals_file)
+  {
+    this->evals_fine.resize(nbasis);
+    this->_Aggregate.subspace.resize(nbasis,this->_FineGrid);
+    
+    std::cout << GridLogIRL<< "checkpointFineRestore:  Reading evals from "<<evals_file<<std::endl;
+    XmlReader RDx(evals_file);
+    read(RDx,"evals",this->evals_fine);
+    
+    assert(this->evals_fine.size()==nbasis);
+    
+    std::cout << GridLogIRL<< "checkpointFineRestore:  Reading evecs from "<<evecs_file<<std::endl;
+    emptyUserRecord record;
+    Grid::QCD::ScidacReader RD ;
+    RD.open(evecs_file);
+    for(int k=0;k<nbasis;k++) {
+      this->_Aggregate.subspace[k].checkerboard=this->_checkerboard;
+      RD.readScidacFieldRecord(this->_Aggregate.subspace[k],record);
+      
+    }
+    RD.close();
+  }
+
+  void checkpointCoarse(std::string evecs_file,std::string evals_file)
+  {
+    int n = this->evec_coarse.size();
+    emptyUserRecord record;
+    Grid::QCD::ScidacWriter WR;
+    WR.open(evecs_file);
+    for(int k=0;k<n;k++) {
+      WR.writeScidacFieldRecord(this->evec_coarse[k],record);
+    }
+    WR.close();
+    
+    XmlWriter WRx(evals_file);
+    write(WRx,"evals",this->evals_coarse);
+  }
+
+  void checkpointCoarseRestore(std::string evecs_file,std::string evals_file,int nvec)
+  {
+    std::cout << "resizing coarse vecs to " << nvec<< std::endl;
+    this->evals_coarse.resize(nvec);
+    this->evec_coarse.resize(nvec,this->_CoarseGrid);
+    std::cout << GridLogIRL<< "checkpointCoarseRestore:  Reading evals from "<<evals_file<<std::endl;
+    XmlReader RDx(evals_file);
+    read(RDx,"evals",this->evals_coarse);
+
+    assert(this->evals_coarse.size()==nvec);
+    emptyUserRecord record;
+    std::cout << GridLogIRL<< "checkpointCoarseRestore:  Reading evecs from "<<evecs_file<<std::endl;
+    Grid::QCD::ScidacReader RD ;
+    RD.open(evecs_file);
+    for(int k=0;k<nvec;k++) {
+      RD.readScidacFieldRecord(this->evec_coarse[k],record);
+    }
+    RD.close();
+  }
+};
+
+int main (int argc, char ** argv) {
+
+  Grid_init(&argc,&argv);
+  GridLogIRL.TimingMode(1);
+
+  LocalCoherenceLanczosParams Params;
+  {
+    Params.omega.resize(10);
+    Params.blockSize.resize(5);
+    XmlWriter writer("Params_template.xml");
+    write(writer,"Params",Params);
+    std::cout << GridLogMessage << " Written Params_template.xml" <<std::endl;
+  }
+  
+  { 
+    XmlReader reader(std::string("./Params.xml"));
+    read(reader, "Params", Params);
+  }
+
+  int     Ls = (int)Params.omega.size();
+  RealD mass = Params.mass;
+  RealD M5   = Params.M5;
+  std::vector<int> blockSize = Params.blockSize;
+
+  // Grids
+  GridCartesian         * UGrid     = SpaceTimeGrid::makeFourDimGrid(GridDefaultLatt(),
+								     GridDefaultSimd(Nd,vComplex::Nsimd()),
+								     GridDefaultMpi());
+  GridRedBlackCartesian * UrbGrid   = SpaceTimeGrid::makeFourDimRedBlackGrid(UGrid);
+  GridCartesian         * FGrid     = SpaceTimeGrid::makeFiveDimGrid(Ls,UGrid);
+  GridRedBlackCartesian * FrbGrid   = SpaceTimeGrid::makeFiveDimRedBlackGrid(Ls,UGrid);
+
+  std::vector<int> fineLatt     = GridDefaultLatt();
+  int dims=fineLatt.size();
+  assert(blockSize.size()==dims+1);
+  std::vector<int> coarseLatt(dims);
+  std::vector<int> coarseLatt5d ;
+
+  for (int d=0;d<coarseLatt.size();d++){
+    coarseLatt[d] = fineLatt[d]/blockSize[d];    assert(coarseLatt[d]*blockSize[d]==fineLatt[d]);
+  }
+
+  std::cout << GridLogMessage<< " 5d coarse lattice is ";
+  for (int i=0;i<coarseLatt.size();i++){
+    std::cout << coarseLatt[i]<<"x";
+  } 
+  int cLs = Ls/blockSize[dims]; assert(cLs*blockSize[dims]==Ls);
+  std::cout << cLs<<std::endl;
+  
+  GridCartesian         * CoarseGrid4    = SpaceTimeGrid::makeFourDimGrid(coarseLatt, GridDefaultSimd(Nd,vComplex::Nsimd()),GridDefaultMpi());
+  GridRedBlackCartesian * CoarseGrid4rb  = SpaceTimeGrid::makeFourDimRedBlackGrid(CoarseGrid4);
+  GridCartesian         * CoarseGrid5    = SpaceTimeGrid::makeFiveDimGrid(cLs,CoarseGrid4);
+  GridRedBlackCartesian * CoarseGrid5rb  = SpaceTimeGrid::makeFourDimRedBlackGrid(CoarseGrid5);
+
+  // Gauge field
+  LatticeGaugeField Umu(UGrid);
+  FieldMetaData header;
+  NerscIO::readConfiguration(Umu,header,Params.config);
+  std::cout << GridLogMessage << "Lattice dimensions: " << GridDefaultLatt() << "   Ls: " << Ls << std::endl;
+
+  // ZMobius EO Operator
+  ZMobiusFermionR Ddwf(Umu, *FGrid, *FrbGrid, *UGrid, *UrbGrid, mass, M5, Params.omega,1.,0.);
+  SchurDiagTwoOperator<ZMobiusFermionR,LatticeFermion> HermOp(Ddwf);
+
+  // Eigenvector storage
+  LanczosParams fine  =Params.FineParams;  
+  LanczosParams coarse=Params.CoarseParams;  
+
+  const int Ns1 = fine.Nstop;   const int Ns2 = coarse.Nstop;
+  const int Nk1 = fine.Nk;      const int Nk2 = coarse.Nk;
+  const int Nm1 = fine.Nm;      const int Nm2 = coarse.Nm;
+
+  std::cout << GridLogMessage << "Keep " << fine.Nstop   << " fine   vectors" << std::endl;
+  std::cout << GridLogMessage << "Keep " << coarse.Nstop << " coarse vectors" << std::endl;
+  assert(Nm2 >= Nm1);
+
+  const int nbasis= 60;
+  assert(nbasis==Ns1);
+  LocalCoherenceLanczosScidac<vSpinColourVector,vTComplex,nbasis> _LocalCoherenceLanczos(FrbGrid,CoarseGrid5rb,HermOp,Odd);
+  std::cout << GridLogMessage << "Constructed LocalCoherenceLanczos" << std::endl;
+
+  assert( (Params.doFine)||(Params.doFineRead));
+
+  if ( Params.doFine ) { 
+    std::cout << GridLogMessage << "Performing fine grid IRL Nstop "<< Ns1 << " Nk "<<Nk1<<" Nm "<<Nm1<< std::endl;
+    _LocalCoherenceLanczos.calcFine(fine.Cheby,
+		 fine.Nstop,fine.Nk,fine.Nm,
+		 fine.resid,fine.MaxIt, 
+		 fine.betastp,fine.MinRes);
+
+    std::cout << GridLogIRL<<"Checkpointing Fine evecs"<<std::endl;
+    _LocalCoherenceLanczos.checkpointFine(std::string("evecs.scidac"),std::string("evals.xml"));
+    _LocalCoherenceLanczos.testFine(fine.resid*100.0); // Coarse check
+    _LocalCoherenceLanczos.Orthogonalise();
+  }
+
+  if ( Params.doFineRead ) { 
+    _LocalCoherenceLanczos.checkpointFineRestore(std::string("evecs.scidac"),std::string("evals.xml"));
+    _LocalCoherenceLanczos.testFine(fine.resid*100.0); // Coarse check
+    _LocalCoherenceLanczos.Orthogonalise();
+  }
+
+  if ( Params.doCoarse ) {
+    std::cout << GridLogMessage << "Orthogonalising " << nbasis<<" Nm "<<Nm2<< std::endl;
+    
+    std::cout << GridLogMessage << "Performing coarse grid IRL Nstop "<< Ns2<< " Nk "<<Nk2<<" Nm "<<Nm2<< std::endl;
+    _LocalCoherenceLanczos.calcCoarse(coarse.Cheby,Params.Smoother,Params.coarse_relax_tol,
+			      coarse.Nstop, coarse.Nk,coarse.Nm,
+			      coarse.resid, coarse.MaxIt, 
+			      coarse.betastp,coarse.MinRes);
+
+
+    std::cout << GridLogIRL<<"Checkpointing coarse evecs"<<std::endl;
+    _LocalCoherenceLanczos.checkpointCoarse(std::string("evecs.coarse.scidac"),std::string("evals.coarse.xml"));
+  }
+
+  if ( Params.doCoarseRead ) {
+    // Verify we can reread ???
+    _LocalCoherenceLanczos.checkpointCoarseRestore(std::string("evecs.coarse.scidac"),std::string("evals.coarse.xml"),coarse.Nstop);
+    _LocalCoherenceLanczos.testCoarse(coarse.resid*100.0,Params.Smoother,Params.coarse_relax_tol); // Coarse check
+  }
+  Grid_finalize();
+}
+

tests/lanczos/Test_dwf_lanczos.cc

@@ -84,11 +84,12 @@ int main (int argc, char ** argv)
 
   std::vector<double> Coeffs { 0.,-1.};
   Polynomial<FermionField> PolyX(Coeffs);
-  Chebyshev<FermionField> Cheb(0.2,5.,11);
+  Chebyshev<FermionField> Cheby(0.2,5.,11);
-//  ChebyshevLanczos<LatticeFermion> Cheb(9.,1.,0.,20);
+
-//  Cheb.csv(std::cout);
+  FunctionHermOp<FermionField> OpCheby(Cheby,HermOp);
-//  exit(-24);
+     PlainHermOp<FermionField> Op     (HermOp);
-  ImplicitlyRestartedLanczos<FermionField> IRL(HermOp,Cheb,Nstop,Nk,Nm,resid,MaxIt);
+
+  ImplicitlyRestartedLanczos<FermionField> IRL(OpCheby,Op,Nstop,Nk,Nm,resid,MaxIt);
 
   
   std::vector<RealD>          eval(Nm);

tests/lanczos/Test_synthetic_lanczos.cc

@@ -119,12 +119,13 @@ int main (int argc, char ** argv)
   RealD beta  = 0.1;
   RealD mu    = 0.0;
   int order = 11;
-  ChebyshevLanczos<LatticeComplex> Cheby(alpha,beta,mu,order);
+  Chebyshev<LatticeComplex> Cheby(alpha,beta,order);
   std::ofstream file("cheby.dat");
   Cheby.csv(file);
 
-  HermOpOperatorFunction<LatticeComplex> X;
   DumbOperator<LatticeComplex> HermOp(grid);
+  FunctionHermOp<LatticeComplex> OpCheby(Cheby,HermOp);
+     PlainHermOp<LatticeComplex> Op(HermOp);
 
   const int Nk = 40;
   const int Nm = 80;
@@ -133,8 +134,9 @@ int main (int argc, char ** argv)
   int Nconv;
   RealD eresid = 1.0e-6;
 
-  ImplicitlyRestartedLanczos<LatticeComplex> IRL(HermOp,X,Nk,Nk,Nm,eresid,Nit);
+
-  ImplicitlyRestartedLanczos<LatticeComplex> ChebyIRL(HermOp,Cheby,Nk,Nk,Nm,eresid,Nit);
+  ImplicitlyRestartedLanczos<LatticeComplex> IRL(Op,Op,Nk,Nk,Nm,eresid,Nit);
+  ImplicitlyRestartedLanczos<LatticeComplex> ChebyIRL(OpCheby,Op,Nk,Nk,Nm,eresid,Nit);
 
   LatticeComplex src(grid); gaussian(RNG,src);
   {

tests/lanczos/Test_wilson_lanczos.cc

@@ -86,9 +86,12 @@ int main(int argc, char** argv) {
 
   std::vector<double> Coeffs{0, 1.};
   Polynomial<FermionField> PolyX(Coeffs);
-  Chebyshev<FermionField> Cheb(0.0, 10., 12);
+  Chebyshev<FermionField> Cheby(0.0, 10., 12);
-  ImplicitlyRestartedLanczos<FermionField> IRL(HermOp, PolyX, Nstop, Nk, Nm,
+
-                                               resid, MaxIt);
+  FunctionHermOp<FermionField> OpCheby(Cheby,HermOp);
+     PlainHermOp<FermionField> Op     (HermOp);
+
+  ImplicitlyRestartedLanczos<FermionField> IRL(OpCheby, Op, Nstop, Nk, Nm, resid, MaxIt);
 
   std::vector<RealD> eval(Nm);
   FermionField src(FGrid);

tests/solver/Test_dwf_hdcr.cc

@@ -555,13 +555,13 @@ int main (int argc, char ** argv)
   std::cout<<GridLogMessage << "Calling Aggregation class to build subspace" <<std::endl;
   std::cout<<GridLogMessage << "**************************************************"<< std::endl;
   MdagMLinearOperator<DomainWallFermionR,LatticeFermion> HermDefOp(Ddwf);
-  Subspace Aggregates(Coarse5d,FGrid);
+  Subspace Aggregates(Coarse5d,FGrid,0);
   //  Aggregates.CreateSubspace(RNG5,HermDefOp,nbasis);
   assert ( (nbasis & 0x1)==0);
   int nb=nbasis/2;
   std::cout<<GridLogMessage << " nbasis/2 = "<<nb<<std::endl;
-  //  Aggregates.CreateSubspace(RNG5,HermDefOp,nb);
+  Aggregates.CreateSubspace(RNG5,HermDefOp,nb);
-  Aggregates.CreateSubspaceLanczos(RNG5,HermDefOp,nb);
+  //  Aggregates.CreateSubspaceLanczos(RNG5,HermDefOp,nb);
   for(int n=0;n<nb;n++){
     G5R5(Aggregates.subspace[n+nb],Aggregates.subspace[n]);
     std::cout<<GridLogMessage<<n<<" subspace "<<norm2(Aggregates.subspace[n+nb])<<" "<<norm2(Aggregates.subspace[n]) <<std::endl;

tests/solver/Test_dwf_mrhs_cg.cc

@@ -38,7 +38,7 @@ int main (int argc, char ** argv)
   typedef typename DomainWallFermionR::ComplexField ComplexField; 
   typename DomainWallFermionR::ImplParams params; 
 
-  const int Ls=8;
+  const int Ls=4;
 
   Grid_init(&argc,&argv);
 
@@ -47,42 +47,51 @@ int main (int argc, char ** argv)
   std::vector<int> mpi_layout  = GridDefaultMpi();
   std::vector<int> mpi_split (mpi_layout.size(),1);
 
-  std::cout << "UGrid (world root)"<<std::endl;
   GridCartesian         * UGrid   = SpaceTimeGrid::makeFourDimGrid(GridDefaultLatt(), GridDefaultSimd(Nd,vComplex::Nsimd()),GridDefaultMpi());
-
-  std::cout << "FGrid (child of UGrid)"<<std::endl;
   GridCartesian         * FGrid   = SpaceTimeGrid::makeFiveDimGrid(Ls,UGrid);
-
+  GridRedBlackCartesian * rbGrid  = SpaceTimeGrid::makeFourDimRedBlackGrid(UGrid);
-  int nrhs = UGrid->RankCount() ;
+  GridRedBlackCartesian * FrbGrid = SpaceTimeGrid::makeFiveDimRedBlackGrid(Ls,UGrid);
 
   /////////////////////////////////////////////
   // Split into 1^4 mpi communicators
   /////////////////////////////////////////////
-  std::cout << "SGrid (world root)"<<std::endl;
+  for(int i=0;i<argc;i++){
+    if(std::string(argv[i]) == "--split"){
+      for(int k=0;k<mpi_layout.size();k++){
+	std::stringstream ss; 
+	ss << argv[i+1+k]; 
+	ss >> mpi_split[k];
+      }
+      break;
+    }
+  }
+
+  int nrhs = 1;
+  int me;
+  for(int i=0;i<mpi_layout.size();i++) nrhs *= (mpi_layout[i]/mpi_split[i]);
+
   GridCartesian         * SGrid = new GridCartesian(GridDefaultLatt(),
 						    GridDefaultSimd(Nd,vComplex::Nsimd()),
 						    mpi_split,
-						    *UGrid); 
+						    *UGrid,me); 
 
   GridCartesian         * SFGrid   = SpaceTimeGrid::makeFiveDimGrid(Ls,SGrid);
-  std::cout << "SFGrid"<<std::endl;
   GridRedBlackCartesian * SrbGrid  = SpaceTimeGrid::makeFourDimRedBlackGrid(SGrid);
-  std::cout << "SrbGrid"<<std::endl;
   GridRedBlackCartesian * SFrbGrid = SpaceTimeGrid::makeFiveDimRedBlackGrid(Ls,SGrid);
-  std::cout << "SFrbGrid"<<std::endl;
 
   ///////////////////////////////////////////////
   // Set up the problem as a 4d spreadout job
   ///////////////////////////////////////////////
   std::vector<int> seeds({1,2,3,4});
-
   GridParallelRNG pRNG(UGrid );  pRNG.SeedFixedIntegers(seeds);
   GridParallelRNG pRNG5(FGrid);  pRNG5.SeedFixedIntegers(seeds);
   std::vector<FermionField>    src(nrhs,FGrid);
+  std::vector<FermionField> src_chk(nrhs,FGrid);
   std::vector<FermionField> result(nrhs,FGrid);
+  FermionField tmp(FGrid);
 
   for(int s=0;s<nrhs;s++) random(pRNG5,src[s]);
-  for(int s=0;s<nrhs;s++) result[s] = zero;
+  for(int s=0;s<nrhs;s++) result[s]=zero;
 
   LatticeGaugeField Umu(UGrid); SU3::HotConfiguration(pRNG,Umu);
 
@@ -96,9 +105,11 @@ int main (int argc, char ** argv)
   emptyUserRecord record;
   std::string file("./scratch.scidac");
   std::string filef("./scratch.scidac.ferm");
-  int me = UGrid->ThisRank();
+
   LatticeGaugeField s_Umu(SGrid);
   FermionField s_src(SFGrid);
+  FermionField s_src_split(SFGrid);
+  FermionField s_tmp(SFGrid);
   FermionField s_res(SFGrid);
 
   {
@@ -157,6 +168,24 @@ int main (int argc, char ** argv)
     FGrid->Barrier();
   }
 
+  ///////////////////////////////////////////////////////////////
+  // split the source out using MPI instead of I/O
+  ///////////////////////////////////////////////////////////////
+  std::cout << GridLogMessage << " Splitting the grid data "<<std::endl;
+  Grid_split  (src,s_src_split);
+  std::cout << GridLogMessage << " Finished splitting the grid data "<<std::endl;
+  for(int n=0;n<nrhs;n++){
+    std::cout <<GridLogMessage<<"Full "<< n <<" "<< norm2(src[n])<<std::endl;
+  }
+  s_tmp = s_src_split - s_src;
+  for(int n=0;n<nrhs;n++){
+    FGrid->Barrier();
+    if ( n==me ) {
+      std::cout << GridLogMessage<<"Split "<< me << " " << norm2(s_src_split) << " " << norm2(s_src)<< " diff " << norm2(s_tmp)<<std::endl;
+    }
+    FGrid->Barrier();
+  }
+
 
   ///////////////////////////////////////////////////////////////
   // Set up N-solvers as trivially parallel
@@ -164,6 +193,7 @@ int main (int argc, char ** argv)
 
   RealD mass=0.01;
   RealD M5=1.8;
+  DomainWallFermionR Dchk(Umu,*FGrid,*FrbGrid,*UGrid,*rbGrid,mass,M5);
   DomainWallFermionR Ddwf(s_Umu,*SFGrid,*SFrbGrid,*SGrid,*SrbGrid,mass,M5);
 
   std::cout << GridLogMessage << "****************************************************************** "<<std::endl;
@@ -171,25 +201,40 @@ int main (int argc, char ** argv)
   std::cout << GridLogMessage << "****************************************************************** "<<std::endl;
 
   MdagMLinearOperator<DomainWallFermionR,FermionField> HermOp(Ddwf);
-  ConjugateGradient<FermionField> CG((1.0e-8/(me+1)),10000);
+  MdagMLinearOperator<DomainWallFermionR,FermionField> HermOpCk(Dchk);
+  ConjugateGradient<FermionField> CG((1.0e-5/(me+1)),10000);
   s_res = zero;
   CG(HermOp,s_src,s_res);
 
-  ///////////////////////////////////////
+  /////////////////////////////////////////////////////////////
-  // Share the information
+  // Report how long they all took
-  ///////////////////////////////////////
+  /////////////////////////////////////////////////////////////
   std::vector<uint32_t> iterations(nrhs,0);
   iterations[me] = CG.IterationsToComplete;
 
   for(int n=0;n<nrhs;n++){
     UGrid->GlobalSum(iterations[n]);
+    std::cout << GridLogMessage<<" Rank "<<n<<" "<< iterations[n]<<" CG iterations"<<std::endl;
   }
 
   /////////////////////////////////////////////////////////////
-  // Report how long they all took
+  // Gather and residual check on the results
   /////////////////////////////////////////////////////////////
-  for(int r=0;r<nrhs;r++){
+  std::cout << GridLogMessage<< "Unsplitting the result"<<std::endl;
-    std::cout << GridLogMessage<<" Rank "<<r<<" "<< iterations[r]<<" CG iterations"<<std::endl;
+  Grid_unsplit(result,s_res);
+  /*
+  Grid_unsplit(src_chk,s_src);
+  for(int n=0;n<nrhs;n++){
+    tmp = src[n]-src_chk[n];
+    std::cout << " src_chk "<<n<<" "<<norm2(src_chk[n])<<" " <<norm2(src[n])<<" " <<norm2(tmp)<< std::endl;
+    std::cout << " diff " <<tmp<<std::endl;
   }
+  */
+  std::cout << GridLogMessage<< "Checking the residuals"<<std::endl;
+  for(int n=0;n<nrhs;n++){
+    HermOpCk.HermOp(result[n],tmp); tmp = tmp - src[n];
+    std::cout << GridLogMessage<<" resid["<<n<<"]  "<< norm2(tmp)<<std::endl;
+  }
+
   Grid_finalize();
 }

tests/solver/Test_dwf_mrhs_cg_mpi.cc

@@ -0,0 +1,223 @@
+   /*************************************************************************************
+
+    Grid physics library, www.github.com/paboyle/Grid 
+
+    Source file: ./tests/Test_dwf_mrhs_cg.cc
+
+    Copyright (C) 2015
+
+Author: Peter Boyle <paboyle@ph.ed.ac.uk>
+
+    This program is free software; you can redistribute it and/or modify
+    it under the terms of the GNU General Public License as published by
+    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,
+    but WITHOUT ANY WARRANTY; without even the implied warranty of
+    MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+    GNU General Public License for more details.
+
+    You should have received a copy of the GNU General Public License along
+    with this program; if not, write to the Free Software Foundation, Inc.,
+    51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+    See the full license in the file "LICENSE" in the top level distribution directory
+    *************************************************************************************/
+    /*  END LEGAL */
+#include <Grid/Grid.h>
+#include <Grid/algorithms/iterative/BlockConjugateGradient.h>
+
+using namespace std;
+using namespace Grid;
+using namespace Grid::QCD;
+
+int main (int argc, char ** argv)
+{
+  typedef typename DomainWallFermionR::FermionField FermionField; 
+  typedef typename DomainWallFermionR::ComplexField ComplexField; 
+  typename DomainWallFermionR::ImplParams params; 
+
+  const int Ls=4;
+
+  Grid_init(&argc,&argv);
+
+  std::vector<int> latt_size   = GridDefaultLatt();
+  std::vector<int> simd_layout = GridDefaultSimd(Nd,vComplex::Nsimd());
+  std::vector<int> mpi_layout  = GridDefaultMpi();
+  std::vector<int> mpi_split (mpi_layout.size(),1);
+
+  GridCartesian         * UGrid   = SpaceTimeGrid::makeFourDimGrid(GridDefaultLatt(), 
+								   GridDefaultSimd(Nd,vComplex::Nsimd()),
+								   GridDefaultMpi());
+  GridCartesian         * FGrid   = SpaceTimeGrid::makeFiveDimGrid(Ls,UGrid);
+  GridRedBlackCartesian * rbGrid  = SpaceTimeGrid::makeFourDimRedBlackGrid(UGrid);
+  GridRedBlackCartesian * FrbGrid = SpaceTimeGrid::makeFiveDimRedBlackGrid(Ls,UGrid);
+
+  /////////////////////////////////////////////
+  // Split into 1^4 mpi communicators
+  /////////////////////////////////////////////
+
+  for(int i=0;i<argc;i++){
+    if(std::string(argv[i]) == "--split"){
+      for(int k=0;k<mpi_layout.size();k++){
+	std::stringstream ss; 
+	ss << argv[i+1+k]; 
+	ss >> mpi_split[k];
+      }
+      break;
+    }
+  }
+
+  int nrhs = 1;
+  int me;
+  for(int i=0;i<mpi_layout.size();i++) nrhs *= (mpi_layout[i]/mpi_split[i]);
+
+  GridCartesian         * SGrid = new GridCartesian(GridDefaultLatt(),
+						    GridDefaultSimd(Nd,vComplex::Nsimd()),
+						    mpi_split,
+						    *UGrid,me); 
+
+  GridCartesian         * SFGrid   = SpaceTimeGrid::makeFiveDimGrid(Ls,SGrid);
+  GridRedBlackCartesian * SrbGrid  = SpaceTimeGrid::makeFourDimRedBlackGrid(SGrid);
+  GridRedBlackCartesian * SFrbGrid = SpaceTimeGrid::makeFiveDimRedBlackGrid(Ls,SGrid);
+
+  ///////////////////////////////////////////////
+  // Set up the problem as a 4d spreadout job
+  ///////////////////////////////////////////////
+  std::vector<int> seeds({1,2,3,4});
+
+  GridParallelRNG pRNG(UGrid );  pRNG.SeedFixedIntegers(seeds);
+  GridParallelRNG pRNG5(FGrid);  pRNG5.SeedFixedIntegers(seeds);
+  std::vector<FermionField>    src(nrhs,FGrid);
+  std::vector<FermionField> src_chk(nrhs,FGrid);
+  std::vector<FermionField> result(nrhs,FGrid);
+  FermionField tmp(FGrid);
+
+  for(int s=0;s<nrhs;s++) result[s]=zero;
+#undef LEXICO_TEST
+#ifdef LEXICO_TEST
+  {
+    LatticeFermion lex(FGrid);  lex = zero;
+    LatticeFermion ftmp(FGrid);
+    Integer stride =10000;
+    double nrm;
+    LatticeComplex coor(FGrid);
+    for(int d=0;d<5;d++){
+      LatticeCoordinate(coor,d);
+      ftmp = stride;
+      ftmp = ftmp * coor;
+      lex = lex + ftmp;
+      stride=stride/10;
+    }
+    for(int s=0;s<nrhs;s++) {
+      src[s]=lex;
+      ftmp = 1000*1000*s;
+      src[s] = src[s] + ftmp;
+    }    
+  }
+#else
+  for(int s=0;s<nrhs;s++) {
+    random(pRNG5,src[s]);
+    tmp = 100.0*s;
+    src[s] = (src[s] * 0.1) + tmp;
+    std::cout << " src ]"<<s<<"] "<<norm2(src[s])<<std::endl;
+  }
+#endif
+
+  for(int n =0 ; n< nrhs ; n++) { 
+    std::cout << " src"<<n<<"\n"<< src[n] <<std::endl;
+  }
+
+  LatticeGaugeField Umu(UGrid); SU3::HotConfiguration(pRNG,Umu);
+
+  /////////////////
+  // MPI only sends
+  /////////////////
+  LatticeGaugeField s_Umu(SGrid);
+  FermionField s_src(SFGrid);
+  FermionField s_tmp(SFGrid);
+  FermionField s_res(SFGrid);
+
+  ///////////////////////////////////////////////////////////////
+  // split the source out using MPI instead of I/O
+  ///////////////////////////////////////////////////////////////
+  Grid_split  (Umu,s_Umu);
+  Grid_split  (src,s_src);
+  std::cout << " split rank  " <<me << " s_src "<<norm2(s_src)<<std::endl;
+  std::cout << " s_src\n "<< s_src <<std::endl;
+
+#ifdef LEXICO_TEST
+  FermionField s_src_tmp(SFGrid);
+  FermionField s_src_diff(SFGrid);
+  {
+    LatticeFermion lex(SFGrid);  lex = zero;
+    LatticeFermion ftmp(SFGrid);
+    Integer stride =10000;
+    double nrm;
+    LatticeComplex coor(SFGrid);
+    for(int d=0;d<5;d++){
+      LatticeCoordinate(coor,d);
+      ftmp = stride;
+      ftmp = ftmp * coor;
+      lex = lex + ftmp;
+      stride=stride/10;
+    }
+    s_src_tmp=lex;
+    ftmp = 1000*1000*me;
+    s_src_tmp = s_src_tmp + ftmp;
+  }
+  s_src_diff = s_src_tmp - s_src;
+  std::cout << " s_src_diff " << norm2(s_src_diff)<<std::endl;
+
+  std::cout << " s_src \n" << s_src << std::endl;
+  std::cout << " s_src_tmp \n" << s_src_tmp << std::endl;
+  std::cout << " s_src_diff \n" << s_src_diff << std::endl;
+#endif
+
+  ///////////////////////////////////////////////////////////////
+  // Set up N-solvers as trivially parallel
+  ///////////////////////////////////////////////////////////////
+  RealD mass=0.01;
+  RealD M5=1.8;
+  DomainWallFermionR Dchk(Umu,*FGrid,*FrbGrid,*UGrid,*rbGrid,mass,M5);
+  DomainWallFermionR Ddwf(s_Umu,*SFGrid,*SFrbGrid,*SGrid,*SrbGrid,mass,M5);
+
+  std::cout << GridLogMessage << "****************************************************************** "<<std::endl;
+  std::cout << GridLogMessage << " Calling DWF CG "<<std::endl;
+  std::cout << GridLogMessage << "****************************************************************** "<<std::endl;
+
+  MdagMLinearOperator<DomainWallFermionR,FermionField> HermOp(Ddwf);
+  MdagMLinearOperator<DomainWallFermionR,FermionField> HermOpCk(Dchk);
+  ConjugateGradient<FermionField> CG((1.0e-5),10000);
+  s_res = zero;
+  CG(HermOp,s_src,s_res);
+
+  std::cout << " s_res norm "<<norm2(s_res)<<std::endl;
+  /////////////////////////////////////////////////////////////
+  // Report how long they all took
+  /////////////////////////////////////////////////////////////
+  std::vector<uint32_t> iterations(nrhs,0);
+  iterations[me] = CG.IterationsToComplete;
+
+  for(int n=0;n<nrhs;n++){
+    UGrid->GlobalSum(iterations[n]);
+    std::cout << GridLogMessage<<" Rank "<<n<<" "<< iterations[n]<<" CG iterations"<<std::endl;
+  }
+
+  /////////////////////////////////////////////////////////////
+  // Gather and residual check on the results
+  /////////////////////////////////////////////////////////////
+  std::cout << GridLogMessage<< "Unsplitting the result"<<std::endl;
+  Grid_unsplit(result,s_res);
+
+
+  std::cout << GridLogMessage<< "Checking the residuals"<<std::endl;
+  for(int n=0;n<nrhs;n++){
+    std::cout << " res["<<n<<"] norm "<<norm2(result[n])<<std::endl;
+    HermOpCk.HermOp(result[n],tmp); tmp = tmp - src[n];
+    std::cout << GridLogMessage<<" resid["<<n<<"]  "<< norm2(tmp)/norm2(src[n])<<std::endl;
+  }
+
+  Grid_finalize();
+}

tests/solver/Test_dwf_mrhs_cg_mpieo.cc

@@ -0,0 +1,164 @@
+    /*************************************************************************************
+
+    Grid physics library, www.github.com/paboyle/Grid 
+
+    Source file: ./tests/Test_dwf_mrhs_cg.cc
+
+    Copyright (C) 2015
+
+Author: Peter Boyle <paboyle@ph.ed.ac.uk>
+
+    This program is free software; you can redistribute it and/or modify
+    it under the terms of the GNU General Public License as published by
+    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,
+    but WITHOUT ANY WARRANTY; without even the implied warranty of
+    MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+    GNU General Public License for more details.
+
+    You should have received a copy of the GNU General Public License along
+    with this program; if not, write to the Free Software Foundation, Inc.,
+    51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+    See the full license in the file "LICENSE" in the top level distribution directory
+    *************************************************************************************/
+    /*  END LEGAL */
+#include <Grid/Grid.h>
+#include <Grid/algorithms/iterative/BlockConjugateGradient.h>
+
+using namespace std;
+using namespace Grid;
+using namespace Grid::QCD;
+
+int main (int argc, char ** argv)
+{
+  typedef typename DomainWallFermionR::FermionField FermionField; 
+  typedef typename DomainWallFermionR::ComplexField ComplexField; 
+  typename DomainWallFermionR::ImplParams params; 
+
+  const int Ls=4;
+
+  Grid_init(&argc,&argv);
+
+  std::vector<int> latt_size   = GridDefaultLatt();
+  std::vector<int> simd_layout = GridDefaultSimd(Nd,vComplex::Nsimd());
+  std::vector<int> mpi_layout  = GridDefaultMpi();
+  std::vector<int> mpi_split (mpi_layout.size(),1);
+
+  GridCartesian         * UGrid   = SpaceTimeGrid::makeFourDimGrid(GridDefaultLatt(), 
+								   GridDefaultSimd(Nd,vComplex::Nsimd()),
+								   GridDefaultMpi());
+  GridCartesian         * FGrid   = SpaceTimeGrid::makeFiveDimGrid(Ls,UGrid);
+  GridRedBlackCartesian * rbGrid  = SpaceTimeGrid::makeFourDimRedBlackGrid(UGrid);
+  GridRedBlackCartesian * FrbGrid = SpaceTimeGrid::makeFiveDimRedBlackGrid(Ls,UGrid);
+
+  int nrhs = UGrid->RankCount() ;
+
+  /////////////////////////////////////////////
+  // Split into 1^4 mpi communicators
+  /////////////////////////////////////////////
+  int me;
+  GridCartesian         * SGrid = new GridCartesian(GridDefaultLatt(),
+						    GridDefaultSimd(Nd,vComplex::Nsimd()),
+						    mpi_split,
+						    *UGrid,me); 
+
+  GridCartesian         * SFGrid   = SpaceTimeGrid::makeFiveDimGrid(Ls,SGrid);
+  GridRedBlackCartesian * SrbGrid  = SpaceTimeGrid::makeFourDimRedBlackGrid(SGrid);
+  GridRedBlackCartesian * SFrbGrid = SpaceTimeGrid::makeFiveDimRedBlackGrid(Ls,SGrid);
+
+  ///////////////////////////////////////////////
+  // Set up the problem as a 4d spreadout job
+  ///////////////////////////////////////////////
+  std::vector<int> seeds({1,2,3,4});
+
+  GridParallelRNG pRNG(UGrid );  pRNG.SeedFixedIntegers(seeds);
+  GridParallelRNG pRNG5(FGrid);  pRNG5.SeedFixedIntegers(seeds);
+  std::vector<FermionField>    src(nrhs,FGrid);
+  std::vector<FermionField> src_chk(nrhs,FGrid);
+  std::vector<FermionField> result(nrhs,FGrid);
+  FermionField tmp(FGrid);
+
+  std::vector<FermionField> src_e(nrhs,FrbGrid);
+  std::vector<FermionField> src_o(nrhs,FrbGrid);
+
+  for(int s=0;s<nrhs;s++) random(pRNG5,src[s]);
+  for(int s=0;s<nrhs;s++) result[s]=zero;
+
+  LatticeGaugeField Umu(UGrid); SU3::HotConfiguration(pRNG,Umu);
+
+  /////////////////
+  // MPI only sends
+  /////////////////
+  LatticeGaugeField s_Umu(SGrid);
+  FermionField s_src(SFGrid);
+  FermionField s_src_e(SFrbGrid);
+  FermionField s_src_o(SFrbGrid);
+  FermionField s_tmp(SFGrid);
+  FermionField s_res(SFGrid);
+
+  ///////////////////////////////////////////////////////////////
+  // split the source out using MPI instead of I/O
+  ///////////////////////////////////////////////////////////////
+  Grid_split  (Umu,s_Umu);
+  Grid_split  (src,s_src);
+
+  ///////////////////////////////////////////////////////////////
+  // Check even odd cases
+  ///////////////////////////////////////////////////////////////
+  for(int s=0;s<nrhs;s++){
+    pickCheckerboard(Odd , src_o[s], src[s]);
+    pickCheckerboard(Even, src_e[s], src[s]);
+  }
+  Grid_split  (src_e,s_src_e);
+  Grid_split  (src_o,s_src_o);
+  setCheckerboard(s_tmp, s_src_o);
+  setCheckerboard(s_tmp, s_src_e);
+  s_tmp = s_tmp - s_src;
+  std::cout << GridLogMessage<<" EvenOdd Difference " <<norm2(s_tmp)<<std::endl;
+
+  ///////////////////////////////////////////////////////////////
+  // Set up N-solvers as trivially parallel
+  ///////////////////////////////////////////////////////////////
+  RealD mass=0.01;
+  RealD M5=1.8;
+  DomainWallFermionR Dchk(Umu,*FGrid,*FrbGrid,*UGrid,*rbGrid,mass,M5);
+  DomainWallFermionR Ddwf(s_Umu,*SFGrid,*SFrbGrid,*SGrid,*SrbGrid,mass,M5);
+
+  std::cout << GridLogMessage << "****************************************************************** "<<std::endl;
+  std::cout << GridLogMessage << " Calling DWF CG "<<std::endl;
+  std::cout << GridLogMessage << "****************************************************************** "<<std::endl;
+
+  MdagMLinearOperator<DomainWallFermionR,FermionField> HermOp(Ddwf);
+  MdagMLinearOperator<DomainWallFermionR,FermionField> HermOpCk(Dchk);
+  ConjugateGradient<FermionField> CG((1.0e-8/(me+1)),10000);
+  s_res = zero;
+  CG(HermOp,s_src,s_res);
+
+  /////////////////////////////////////////////////////////////
+  // Report how long they all took
+  /////////////////////////////////////////////////////////////
+  std::vector<uint32_t> iterations(nrhs,0);
+  iterations[me] = CG.IterationsToComplete;
+
+  for(int n=0;n<nrhs;n++){
+    UGrid->GlobalSum(iterations[n]);
+    std::cout << GridLogMessage<<" Rank "<<n<<" "<< iterations[n]<<" CG iterations"<<std::endl;
+  }
+
+  /////////////////////////////////////////////////////////////
+  // Gather and residual check on the results
+  /////////////////////////////////////////////////////////////
+  std::cout << GridLogMessage<< "Unsplitting the result"<<std::endl;
+  Grid_unsplit(result,s_res);
+
+  std::cout << GridLogMessage<< "Checking the residuals"<<std::endl;
+  for(int n=0;n<nrhs;n++){
+    HermOpCk.HermOp(result[n],tmp); tmp = tmp - src[n];
+    std::cout << GridLogMessage<<" resid["<<n<<"]  "<< norm2(tmp)<<std::endl;
+  }
+
+  Grid_finalize();
+}

tests/solver/Test_split_grid.cc

@@ -0,0 +1,157 @@
+    /*************************************************************************************
+
+    Grid physics library, www.github.com/paboyle/Grid 
+
+    Source file: ./tests/Test_dwf_mrhs_cg.cc
+
+    Copyright (C) 2015
+
+Author: Peter Boyle <paboyle@ph.ed.ac.uk>
+
+    This program is free software; you can redistribute it and/or modify
+    it under the terms of the GNU General Public License as published by
+    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,
+    but WITHOUT ANY WARRANTY; without even the implied warranty of
+    MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+    GNU General Public License for more details.
+
+    You should have received a copy of the GNU General Public License along
+    with this program; if not, write to the Free Software Foundation, Inc.,
+    51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+    See the full license in the file "LICENSE" in the top level distribution directory
+    *************************************************************************************/
+    /*  END LEGAL */
+#include <Grid/Grid.h>
+#include <Grid/algorithms/iterative/BlockConjugateGradient.h>
+
+using namespace std;
+using namespace Grid;
+using namespace Grid::QCD;
+
+int main (int argc, char ** argv)
+{
+  typedef typename DomainWallFermionR::FermionField FermionField; 
+  typedef typename DomainWallFermionR::ComplexField ComplexField; 
+  typename DomainWallFermionR::ImplParams params; 
+
+  const int Ls=4;
+
+  Grid_init(&argc,&argv);
+
+  std::vector<int> latt_size   = GridDefaultLatt();
+  std::vector<int> simd_layout = GridDefaultSimd(Nd,vComplex::Nsimd());
+  std::vector<int> mpi_layout  = GridDefaultMpi();
+  std::vector<int> mpi_split (mpi_layout.size(),1);
+
+  GridCartesian         * UGrid   = SpaceTimeGrid::makeFourDimGrid(GridDefaultLatt(), GridDefaultSimd(Nd,vComplex::Nsimd()),GridDefaultMpi());
+  GridCartesian         * FGrid   = SpaceTimeGrid::makeFiveDimGrid(Ls,UGrid);
+  GridRedBlackCartesian * rbGrid  = SpaceTimeGrid::makeFourDimRedBlackGrid(UGrid);
+  GridRedBlackCartesian * FrbGrid = SpaceTimeGrid::makeFiveDimRedBlackGrid(Ls,UGrid);
+
+  /////////////////////////////////////////////
+  // Split into 1^4 mpi communicators
+  /////////////////////////////////////////////
+
+  for(int i=0;i<argc;i++){
+    if(std::string(argv[i]) == "--split"){
+      for(int k=0;k<mpi_layout.size();k++){
+	std::stringstream ss; 
+	ss << argv[i+1+k]; 
+	ss >> mpi_split[k];
+      }
+      break;
+    }
+  }
+
+  int nrhs = 1;
+  for(int i=0;i<mpi_layout.size();i++) nrhs *= (mpi_layout[i]/mpi_split[i]);
+
+  GridCartesian         * SGrid = new GridCartesian(GridDefaultLatt(),
+						    GridDefaultSimd(Nd,vComplex::Nsimd()),
+						    mpi_split,
+						    *UGrid); 
+
+  GridCartesian         * SFGrid   = SpaceTimeGrid::makeFiveDimGrid(Ls,SGrid);
+  GridRedBlackCartesian * SrbGrid  = SpaceTimeGrid::makeFourDimRedBlackGrid(SGrid);
+  GridRedBlackCartesian * SFrbGrid = SpaceTimeGrid::makeFiveDimRedBlackGrid(Ls,SGrid);
+
+  ///////////////////////////////////////////////
+  // Set up the problem as a 4d spreadout job
+  ///////////////////////////////////////////////
+  std::vector<int> seeds({1,2,3,4});
+
+  GridParallelRNG pRNG(UGrid );  pRNG.SeedFixedIntegers(seeds);
+  GridParallelRNG pRNG5(FGrid);  pRNG5.SeedFixedIntegers(seeds);
+  std::vector<FermionField>    src(nrhs,FGrid);
+  std::vector<FermionField> src_chk(nrhs,FGrid);
+  std::vector<FermionField> result(nrhs,FGrid);
+  FermionField tmp(FGrid);
+
+  for(int s=0;s<nrhs;s++) random(pRNG5,src[s]);
+  for(int s=0;s<nrhs;s++) result[s]=zero;
+
+  LatticeGaugeField Umu(UGrid); SU3::HotConfiguration(pRNG,Umu);
+
+  /////////////////
+  // MPI only sends
+  /////////////////
+  int me = UGrid->ThisRank();
+
+  LatticeGaugeField s_Umu(SGrid);
+  FermionField s_src(SFGrid);
+  FermionField s_tmp(SFGrid);
+  FermionField s_res(SFGrid);
+
+  ///////////////////////////////////////////////////////////////
+  // split the source out using MPI instead of I/O
+  ///////////////////////////////////////////////////////////////
+  Grid_split  (Umu,s_Umu);
+  Grid_split  (src,s_src);
+
+  ///////////////////////////////////////////////////////////////
+  // Set up N-solvers as trivially parallel
+  ///////////////////////////////////////////////////////////////
+  RealD mass=0.01;
+  RealD M5=1.8;
+  DomainWallFermionR Dchk(Umu,*FGrid,*FrbGrid,*UGrid,*rbGrid,mass,M5);
+  DomainWallFermionR Ddwf(s_Umu,*SFGrid,*SFrbGrid,*SGrid,*SrbGrid,mass,M5);
+
+  std::cout << GridLogMessage << "****************************************************************** "<<std::endl;
+  std::cout << GridLogMessage << " Calling DWF CG "<<std::endl;
+  std::cout << GridLogMessage << "****************************************************************** "<<std::endl;
+
+  MdagMLinearOperator<DomainWallFermionR,FermionField> HermOp(Ddwf);
+  MdagMLinearOperator<DomainWallFermionR,FermionField> HermOpCk(Dchk);
+  ConjugateGradient<FermionField> CG((1.0e-8/(me+1)),10000);
+  s_res = zero;
+  CG(HermOp,s_src,s_res);
+
+  /////////////////////////////////////////////////////////////
+  // Report how long they all took
+  /////////////////////////////////////////////////////////////
+  std::vector<uint32_t> iterations(nrhs,0);
+  iterations[me] = CG.IterationsToComplete;
+
+  for(int n=0;n<nrhs;n++){
+    UGrid->GlobalSum(iterations[n]);
+    std::cout << GridLogMessage<<" Rank "<<n<<" "<< iterations[n]<<" CG iterations"<<std::endl;
+  }
+
+  /////////////////////////////////////////////////////////////
+  // Gather and residual check on the results
+  /////////////////////////////////////////////////////////////
+  std::cout << GridLogMessage<< "Unsplitting the result"<<std::endl;
+  Grid_unsplit(result,s_res);
+
+  std::cout << GridLogMessage<< "Checking the residuals"<<std::endl;
+  for(int n=0;n<nrhs;n++){
+    HermOpCk.HermOp(result[n],tmp); tmp = tmp - src[n];
+    std::cout << GridLogMessage<<" resid["<<n<<"]  "<< norm2(tmp)<<std::endl;
+  }
+
+  Grid_finalize();
+}

tests/solver/Test_staggered_block_cg_prec.cc

@@ -0,0 +1,130 @@
+    /*************************************************************************************
+
+    Grid physics library, www.github.com/paboyle/Grid 
+
+    Source file: ./tests/Test_wilson_cg_unprec.cc
+
+    Copyright (C) 2015
+
+Author: Azusa Yamaguchi <ayamaguc@staffmail.ed.ac.uk>
+Author: Peter Boyle <paboyle@ph.ed.ac.uk>
+
+    This program is free software; you can redistribute it and/or modify
+    it under the terms of the GNU General Public License as published by
+    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,
+    but WITHOUT ANY WARRANTY; without even the implied warranty of
+    MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+    GNU General Public License for more details.
+
+    You should have received a copy of the GNU General Public License along
+    with this program; if not, write to the Free Software Foundation, Inc.,
+    51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+    See the full license in the file "LICENSE" in the top level distribution directory
+    *************************************************************************************/
+    /*  END LEGAL */
+#include <Grid/Grid.h>
+
+using namespace std;
+using namespace Grid;
+using namespace Grid::QCD;
+
+template<class d>
+struct scal {
+  d internal;
+};
+
+  Gamma::Algebra Gmu [] = {
+    Gamma::Algebra::GammaX,
+    Gamma::Algebra::GammaY,
+    Gamma::Algebra::GammaZ,
+    Gamma::Algebra::GammaT
+  };
+
+int main (int argc, char ** argv)
+{
+  typedef typename ImprovedStaggeredFermion5DR::FermionField FermionField; 
+  typedef typename ImprovedStaggeredFermion5DR::ComplexField ComplexField; 
+  typename ImprovedStaggeredFermion5DR::ImplParams params; 
+
+  const int Ls=8;
+
+  Grid_init(&argc,&argv);
+
+  std::vector<int> latt_size   = GridDefaultLatt();
+  std::vector<int> simd_layout = GridDefaultSimd(Nd,vComplex::Nsimd());
+  std::vector<int> mpi_layout  = GridDefaultMpi();
+
+  GridCartesian         * UGrid   = SpaceTimeGrid::makeFourDimGrid(GridDefaultLatt(), GridDefaultSimd(Nd,vComplex::Nsimd()),GridDefaultMpi());
+  GridRedBlackCartesian * UrbGrid = SpaceTimeGrid::makeFourDimRedBlackGrid(UGrid);
+  GridCartesian         * FGrid   = SpaceTimeGrid::makeFiveDimGrid(Ls,UGrid);
+  GridRedBlackCartesian * FrbGrid = SpaceTimeGrid::makeFiveDimRedBlackGrid(Ls,UGrid);
+
+  std::vector<int> seeds({1,2,3,4});
+  GridParallelRNG pRNG(UGrid );  pRNG.SeedFixedIntegers(seeds);
+  GridParallelRNG pRNG5(FGrid);  pRNG5.SeedFixedIntegers(seeds);
+
+  FermionField src(FGrid); random(pRNG5,src);
+  FermionField src_o(FrbGrid);   pickCheckerboard(Odd,src_o,src);
+  FermionField result_o(FrbGrid); result_o=zero; 
+  RealD nrm = norm2(src);
+
+  LatticeGaugeField Umu(UGrid); SU3::HotConfiguration(pRNG,Umu);
+
+  RealD mass=0.003;
+  ImprovedStaggeredFermion5DR Ds(Umu,Umu,*FGrid,*FrbGrid,*UGrid,*UrbGrid,mass); 
+  SchurStaggeredOperator<ImprovedStaggeredFermion5DR,FermionField> HermOp(Ds);
+
+  ConjugateGradient<FermionField> CG(1.0e-8,10000);
+  int blockDim = 0;
+  BlockConjugateGradient<FermionField>    BCGrQ(BlockCGrQ,blockDim,1.0e-8,10000);
+  BlockConjugateGradient<FermionField>    BCG  (BlockCG,blockDim,1.0e-8,10000);
+  BlockConjugateGradient<FermionField>    mCG  (CGmultiRHS,blockDim,1.0e-8,10000);
+
+  std::cout << GridLogMessage << "****************************************************************** "<<std::endl;
+  std::cout << GridLogMessage << " Calling 4d CG "<<std::endl;
+  std::cout << GridLogMessage << "****************************************************************** "<<std::endl;
+  ImprovedStaggeredFermionR Ds4d(Umu,Umu,*UGrid,*UrbGrid,mass);
+  SchurStaggeredOperator<ImprovedStaggeredFermionR,FermionField> HermOp4d(Ds4d);
+  FermionField src4d(UGrid); random(pRNG,src4d);
+  FermionField src4d_o(UrbGrid);   pickCheckerboard(Odd,src4d_o,src4d);
+  FermionField result4d_o(UrbGrid); 
+
+  result4d_o=zero;
+  CG(HermOp4d,src4d_o,result4d_o);
+  std::cout << GridLogMessage << "************************************************************************ "<<std::endl;
+
+
+  std::cout << GridLogMessage << "************************************************************************ "<<std::endl;
+  std::cout << GridLogMessage << " Calling 5d CG for "<<Ls <<" right hand sides" <<std::endl;
+  std::cout << GridLogMessage << "************************************************************************ "<<std::endl;
+  Ds.ZeroCounters();
+  result_o=zero;
+  CG(HermOp,src_o,result_o);
+  Ds.Report();
+  std::cout << GridLogMessage << "************************************************************************ "<<std::endl;
+
+  std::cout << GridLogMessage << "************************************************************************ "<<std::endl;
+  std::cout << GridLogMessage << " Calling multiRHS CG for "<<Ls <<" right hand sides" <<std::endl;
+  std::cout << GridLogMessage << "************************************************************************ "<<std::endl;
+  Ds.ZeroCounters();
+  result_o=zero;
+  mCG(HermOp,src_o,result_o);
+  Ds.Report();
+  std::cout << GridLogMessage << "************************************************************************ "<<std::endl;
+
+  std::cout << GridLogMessage << "************************************************************************ "<<std::endl;
+  std::cout << GridLogMessage << " Calling Block CG for "<<Ls <<" right hand sides" <<std::endl;
+  std::cout << GridLogMessage << "************************************************************************ "<<std::endl;
+  Ds.ZeroCounters();
+  result_o=zero;
+  BCGrQ(HermOp,src_o,result_o);
+  Ds.Report();
+  std::cout << GridLogMessage << "************************************************************************ "<<std::endl;
+
+
+  Grid_finalize();
+}

tests/solver/Test_staggered_cg_prec.cc

@@ -48,7 +48,6 @@ struct scal {
 int main (int argc, char ** argv)
 {
   typedef typename ImprovedStaggeredFermionR::FermionField FermionField; 
-  typedef typename ImprovedStaggeredFermionR::ComplexField ComplexField; 
   typename ImprovedStaggeredFermionR::ImplParams params; 
 
   Grid_init(&argc,&argv);
@@ -71,7 +70,7 @@ int main (int argc, char ** argv)
     volume=volume*latt_size[mu];
   }  
   
-  RealD mass=0.1;
+  RealD mass=0.003;
   ImprovedStaggeredFermionR Ds(Umu,Umu,Grid,RBGrid,mass);
 
   FermionField res_o(&RBGrid); 
@@ -79,9 +78,14 @@ int main (int argc, char ** argv)
   pickCheckerboard(Odd,src_o,src);
   res_o=zero;
 
-  SchurDiagMooeeOperator<ImprovedStaggeredFermionR,FermionField> HermOpEO(Ds);
+  SchurStaggeredOperator<ImprovedStaggeredFermionR,FermionField> HermOpEO(Ds);
   ConjugateGradient<FermionField> CG(1.0e-8,10000);
   CG(HermOpEO,src_o,res_o);
 
+  FermionField tmp(&RBGrid);
+
+  HermOpEO.Mpc(res_o,tmp);
+  std::cout << "check Mpc resid " << axpy_norm(tmp,-1.0,src_o,tmp)/norm2(src_o) << "\n";
+
   Grid_finalize();
 }

tests/solver/Test_staggered_cg_schur.cc

@@ -0,0 +1,76 @@
+    /*************************************************************************************
+
+    Grid physics library, www.github.com/paboyle/Grid 
+
+    Source file: ./tests/Test_wilson_cg_schur.cc
+
+    Copyright (C) 2015
+
+Author: Peter Boyle <paboyle@ph.ed.ac.uk>
+
+    This program is free software; you can redistribute it and/or modify
+    it under the terms of the GNU General Public License as published by
+    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,
+    but WITHOUT ANY WARRANTY; without even the implied warranty of
+    MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+    GNU General Public License for more details.
+
+    You should have received a copy of the GNU General Public License along
+    with this program; if not, write to the Free Software Foundation, Inc.,
+    51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+    See the full license in the file "LICENSE" in the top level distribution directory
+    *************************************************************************************/
+    /*  END LEGAL */
+#include <Grid/Grid.h>
+
+using namespace std;
+using namespace Grid;
+using namespace Grid::QCD;
+
+template<class d>
+struct scal {
+  d internal;
+};
+
+  Gamma::Algebra Gmu [] = {
+    Gamma::Algebra::GammaX,
+    Gamma::Algebra::GammaY,
+    Gamma::Algebra::GammaZ,
+    Gamma::Algebra::GammaT
+  };
+
+int main (int argc, char ** argv)
+{
+  typedef typename ImprovedStaggeredFermionR::FermionField FermionField; 
+  typename ImprovedStaggeredFermionR::ImplParams params; 
+  Grid_init(&argc,&argv);
+
+  std::vector<int> latt_size   = GridDefaultLatt();
+  std::vector<int> simd_layout = GridDefaultSimd(Nd,vComplex::Nsimd());
+  std::vector<int> mpi_layout  = GridDefaultMpi();
+  GridCartesian               Grid(latt_size,simd_layout,mpi_layout);
+  GridRedBlackCartesian     RBGrid(&Grid);
+
+  std::vector<int> seeds({1,2,3,4});
+  GridParallelRNG          pRNG(&Grid);  pRNG.SeedFixedIntegers(seeds);
+
+  LatticeGaugeField Umu(&Grid); SU3::HotConfiguration(pRNG,Umu);
+
+  FermionField    src(&Grid); random(pRNG,src);
+  FermionField result(&Grid); result=zero;
+  FermionField  resid(&Grid); 
+
+  RealD mass=0.1;
+  ImprovedStaggeredFermionR Ds(Umu,Umu,Grid,RBGrid,mass);
+
+  ConjugateGradient<FermionField> CG(1.0e-8,10000);
+  SchurRedBlackStaggeredSolve<FermionField> SchurSolver(CG);
+
+  SchurSolver(Ds,src,result);
+  
+  Grid_finalize();
+}