Const correctness patch

by Christoph. Differs from the one by Rudy in BFM since it vectorises the twisted
4D solves in pairs.

.gitignore

@@ -83,31 +83,23 @@ ltmain.sh
 .Trashes
 ehthumbs.db
 Thumbs.db
+.dirstamp
 
 # build directory #
 ###################
 build*/*
 
-# bootstrap #
-#############
-*.tar.bz2*
-
 # IDE related files #
 #####################
 *.xcodeproj/*
 build.sh
 .vscode
 *.code-workspace
-.ctags
-tags
 
 # Eigen source #
 ################
-lib/Eigen/*
-
-# FFTW source #
-################
-lib/fftw/*
+Grid/Eigen
+Eigen/*
 
 # libtool macros #
 ##################
@@ -118,21 +110,7 @@ m4/libtool.m4
 ################
 gh-pages/
 
-# Buck files #
-##############
-.buck*
-buck-out
-BUCK
-make-bin-BUCK.sh
-
 # generated sources #
 #####################
-lib/qcd/spin/gamma-gen/*.h
-lib/qcd/spin/gamma-gen/*.cc
-lib/version.h
-
-# vs code editor files #
-########################
-.vscode/
-.vscode/settings.json
-settings.json
+Grid/qcd/spin/gamma-gen/*.h
+Grid/qcd/spin/gamma-gen/*.cc

.travis.yml

@@ -9,6 +9,11 @@ matrix:
     - os:        osx
       osx_image: xcode8.3
       compiler: clang
+      env: PREC=single
+    - os:        osx
+      osx_image: xcode8.3
+      compiler: clang
+      env: PREC=double
       
 before_install:
     - export GRIDDIR=`pwd`
@@ -16,7 +21,7 @@ before_install:
     - if [[ "$TRAVIS_OS_NAME" == "linux" ]] && [[ "$CC" == "clang" ]]; then export PATH="${GRIDDIR}/clang/bin:${PATH}"; fi
     - if [[ "$TRAVIS_OS_NAME" == "linux" ]] && [[ "$CC" == "clang" ]]; then export LD_LIBRARY_PATH="${GRIDDIR}/clang/lib:${LD_LIBRARY_PATH}"; fi
     - if [[ "$TRAVIS_OS_NAME" == "osx" ]]; then brew update; fi
-    - if [[ "$TRAVIS_OS_NAME" == "osx" ]]; then brew install libmpc; fi
+    - if [[ "$TRAVIS_OS_NAME" == "osx" ]]; then brew install libmpc openssl; fi
     
 install:
     - export CWD=`pwd`
@@ -33,6 +38,7 @@ install:
     - which $CXX
     - $CXX --version
     - if [[ "$TRAVIS_OS_NAME" == "osx" ]]; then export LDFLAGS='-L/usr/local/lib'; fi
+    - if [[ "$TRAVIS_OS_NAME" == "osx" ]]; then export EXTRACONF='--with-openssl=/usr/local/opt/openssl'; fi
     
 script:
     - ./bootstrap.sh
@@ -49,12 +55,7 @@ script:
     - make -j4
     - make install
     - cd $CWD/build
-    - ../configure --enable-precision=single --enable-simd=SSE4 --enable-comms=none --with-lime=$CWD/build/lime/install
-    - make -j4 
-    - ./benchmarks/Benchmark_dwf --threads 1 --debug-signals
-    - echo make clean
-    - ../configure --enable-precision=double --enable-simd=SSE4 --enable-comms=none --with-lime=$CWD/build/lime/install
+    - ../configure --enable-precision=$PREC --enable-simd=SSE4 --enable-comms=none --with-lime=$CWD/build/lime/install ${EXTRACONF}
     - make -j4 
     - ./benchmarks/Benchmark_dwf --threads 1 --debug-signals
     - make check
-

Grid/GridCore.h

@@ -48,6 +48,7 @@ Author: paboyle <paboyle@ph.ed.ac.uk>
 #include <Grid/serialisation/Serialisation.h>
 #include <Grid/threads/Threads.h>
 #include <Grid/util/Util.h>
+#include <Grid/util/Sha.h>
 #include <Grid/communicator/Communicator.h> 
 #include <Grid/cartesian/Cartesian.h>    
 #include <Grid/tensors/Tensors.h>      

Grid/Grid_Eigen_Dense.h

@@ -1,4 +1,9 @@
 #pragma once
+// Force Eigen to use MKL if Grid has been configured with --enable-mkl
+#ifdef USE_MKL
+#define EIGEN_USE_MKL_ALL
+#endif
+
 #if defined __GNUC__
 #pragma GCC diagnostic push
 #pragma GCC diagnostic ignored "-Wdeprecated-declarations"

Grid/Makefile.am

@@ -21,6 +21,32 @@ if BUILD_HDF5
   extra_headers+=serialisation/Hdf5Type.h
 endif
 
+all: version-cache
+
+version-cache:
+	@if [ `git status --porcelain | grep -v '??' | wc -l` -gt 0 ]; then\
+		a="uncommited changes";\
+	else\
+		a="clean";\
+	fi;\
+	echo "`git log -n 1 --format=format:"#define GITHASH \\"%H:%d $$a\\"%n" HEAD`" > vertmp;\
+	if [ -e version-cache ]; then\
+		d=`diff vertmp version-cache`;\
+		if [ "$${d}" != "" ]; then\
+			mv vertmp version-cache;\
+			rm -f Version.h;\
+		fi;\
+	else\
+		mv vertmp version-cache;\
+		rm -f Version.h;\
+	fi;\
+	rm -f vertmp
+
+Version.h:
+	cp version-cache Version.h
+
+.PHONY: version-cache
+
 #
 # Libraries
 #
@@ -30,8 +56,8 @@ include Eigen.inc
 lib_LIBRARIES = libGrid.a
 
 CCFILES += $(extra_sources)
-HFILES  += $(extra_headers)
+HFILES  += $(extra_headers) Config.h Version.h
 
 libGrid_a_SOURCES              = $(CCFILES)
-libGrid_adir                   = $(pkgincludedir)
-nobase_dist_pkginclude_HEADERS = $(HFILES) $(eigen_files) Config.h
+libGrid_adir                   = $(includedir)/Grid
+nobase_dist_pkginclude_HEADERS = $(HFILES) $(eigen_files) $(eigen_unsupp_files)

Grid/algorithms/Algorithms.h

@@ -49,8 +49,6 @@ Author: Peter Boyle <paboyle@ph.ed.ac.uk>
 #include <Grid/algorithms/iterative/BlockConjugateGradient.h>
 #include <Grid/algorithms/iterative/ConjugateGradientReliableUpdate.h>
 #include <Grid/algorithms/iterative/ImplicitlyRestartedLanczos.h>
-#include <Grid/algorithms/iterative/ImplicitlyRestartedLanczosCJ.h>
-#include <Grid/algorithms/iterative/ImplicitlyRestartedBlockLanczos.h>
 #include <Grid/algorithms/CoarsenedMatrix.h>
 #include <Grid/algorithms/FFT.h>
 

Grid/algorithms/LinearOperator.h

@@ -373,75 +373,6 @@ namespace Grid {
     };
     template<class Matrix,class Field> using SchurStagOperator = SchurStaggeredOperator<Matrix,Field>;
 
-#if 0
-  // This is specific to (Z)mobius fermions
-  template<class Matrix, class Field>
-    class KappaSimilarityTransform {
-  public:
-//    INHERIT_IMPL_TYPES(Matrix);
-    typedef typename Matrix::Coeff_t                     Coeff_t;
-    std::vector<Coeff_t> kappa, kappaDag, kappaInv, kappaInvDag;
-
-    KappaSimilarityTransform (Matrix &zmob) {
-      for (int i=0;i<(int)zmob.bs.size();i++) {
-	Coeff_t k = 1.0 / ( 2.0 * (zmob.bs[i] *(4 - zmob.M5) + 1.0) );
-	kappa.push_back( k );
-	kappaDag.push_back( conj(k) );
-	kappaInv.push_back( 1.0 / k );
-	kappaInvDag.push_back( 1.0 / conj(k) );
-      }
-    }
-
-  template<typename vobj>
-    void sscale(const Lattice<vobj>& in, Lattice<vobj>& out, Coeff_t* s) {
-    GridBase *grid=out._grid;
-    out.checkerboard = in.checkerboard;
-    assert(grid->_simd_layout[0] == 1); // should be fine for ZMobius for now
-    int Ls = grid->_rdimensions[0];
-    parallel_for(int ss=0;ss<grid->oSites();ss++){
-      vobj tmp = s[ss % Ls]*in._odata[ss];
-      vstream(out._odata[ss],tmp);
-    }
-  }
-
-  RealD sscale_norm(const Field& in, Field& out, Coeff_t* s) {
-    sscale(in,out,s);
-    return norm2(out);
-  }
-
-  virtual RealD M       (const Field& in, Field& out) { return sscale_norm(in,out,&kappa[0]);   }
-  virtual RealD MDag    (const Field& in, Field& out) { return sscale_norm(in,out,&kappaDag[0]);}
-  virtual RealD MInv    (const Field& in, Field& out) { return sscale_norm(in,out,&kappaInv[0]);}
-  virtual RealD MInvDag (const Field& in, Field& out) { return sscale_norm(in,out,&kappaInvDag[0]);}
-
-  };
-
-  template<class Matrix,class Field>
-    class SchurDiagTwoKappaOperator :  public SchurOperatorBase<Field> {
-  public:
-    KappaSimilarityTransform<Matrix, Field> _S;
-    SchurDiagTwoOperator<Matrix, Field> _Mat;
-
-    SchurDiagTwoKappaOperator (Matrix &Mat): _S(Mat), _Mat(Mat) {};
-
-    virtual  RealD Mpc      (const Field &in, Field &out) {
-      Field tmp(in._grid);
-
-      _S.MInv(in,out);
-      _Mat.Mpc(out,tmp);
-      return _S.M(tmp,out);
-
-    }
-    virtual  RealD MpcDag   (const Field &in, Field &out){
-      Field tmp(in._grid);
-
-      _S.MDag(in,out);
-      _Mat.MpcDag(out,tmp);
-      return _S.MInvDag(tmp,out);
-    }
-  };
-#endif
-
 
     /////////////////////////////////////////////////////////////
     // Base classes for functions of operators

Grid/algorithms/approx/Chebyshev.h

@@ -54,16 +54,10 @@ struct ChebyParams : Serializable {
 
   public:
     void csv(std::ostream &out){
-
-#if 0
+      RealD diff = hi-lo;
       RealD delta = (hi-lo)*1.0e-9;
       for (RealD x=lo; x<hi; x+=delta) {
 	delta*=1.1;
-#else
-	RealD diff = hi-lo;
-      //for (RealD x=lo-0.2*diff; x<hi+0.2*diff; x+=(hi-lo)/1000) {
-      for (RealD x=lo-0.2*diff; x<hi+0.2*diff; x+=diff/1000.0) { // ypj [note] divide by float
-#endif
 	RealD f = approx(x);
 	out<< x<<" "<<f<<std::endl;
       }
@@ -95,7 +89,7 @@ struct ChebyParams : Serializable {
       
       if(order < 2) exit(-1);
       Coeffs.resize(order);
-      Coeffs.assign(order,0.);  
+      Coeffs.assign(0.,order);
       Coeffs[order-1] = 1.;
     };
 

Grid/algorithms/iterative/ConjugateGradient.h

@@ -150,13 +150,13 @@ class ConjugateGradient : public OperatorFunction<Field> {
 	std::cout << GridLogMessage << "\tTrue residual " << true_residual<<std::endl;
 	std::cout << GridLogMessage << "\tTarget " << Tolerance << std::endl;
 
-        std::cout << GridLogMessage << "Time breakdown "<<std::endl;
-	std::cout << GridLogMessage << "\tElapsed    " << SolverTimer.Elapsed() <<std::endl;
-	std::cout << GridLogMessage << "\tMatrix     " << MatrixTimer.Elapsed() <<std::endl;
-	std::cout << GridLogMessage << "\tLinalg     " << LinalgTimer.Elapsed() <<std::endl;
-	std::cout << GridLogMessage << "\tInner      " << InnerTimer.Elapsed() <<std::endl;
-	std::cout << GridLogMessage << "\tAxpyNorm   " << AxpyNormTimer.Elapsed() <<std::endl;
-	std::cout << GridLogMessage << "\tLinearComb " << LinearCombTimer.Elapsed() <<std::endl;
+        std::cout << GridLogPerformance << "Time breakdown "<<std::endl;
+	std::cout << GridLogPerformance << "\tElapsed    " << SolverTimer.Elapsed() <<std::endl;
+	std::cout << GridLogPerformance << "\tMatrix     " << MatrixTimer.Elapsed() <<std::endl;
+	std::cout << GridLogPerformance << "\tLinalg     " << LinalgTimer.Elapsed() <<std::endl;
+	std::cout << GridLogPerformance << "\tInner      " << InnerTimer.Elapsed() <<std::endl;
+	std::cout << GridLogPerformance << "\tAxpyNorm   " << AxpyNormTimer.Elapsed() <<std::endl;
+	std::cout << GridLogPerformance << "\tLinearComb " << LinearCombTimer.Elapsed() <<std::endl;
 
         if (ErrorOnNoConverge) assert(true_residual / Tolerance < 10000.0);
 

Grid/algorithms/iterative/ConjugateGradientMixedPrec.h

@@ -60,7 +60,6 @@ namespace Grid {
     }
   
     void operator() (const FieldD &src_d_in, FieldD &sol_d){
-
       TotalInnerIterations = 0;
 	
       GridStopWatch TotalTimer;

Grid/algorithms/iterative/Deflation.h

@@ -30,22 +30,23 @@ Author: Peter Boyle <paboyle@ph.ed.ac.uk>
 
 namespace Grid { 
 
-struct ZeroGuesser {
+template<class Field>
+class ZeroGuesser: public LinearFunction<Field> {
 public:
-  template<class Field> 
-  void operator()(const Field &src,Field &guess) { guess = Zero(); };
+  virtual void operator()(const Field &src, Field &guess) { guess = zero; };
 };
-struct SourceGuesser {
+
+template<class Field>
+class SourceGuesser: public LinearFunction<Field> {
 public:
-  template<class Field> 
-  void operator()(const Field &src,Field &guess) { guess = src; };
+  virtual void operator()(const Field &src, Field &guess) { guess = src; };
 };
 
 ////////////////////////////////
 // Fine grid deflation
 ////////////////////////////////
 template<class Field>
-struct DeflatedGuesser {
+class DeflatedGuesser: public LinearFunction<Field> {
 private:
   const std::vector<Field> &evec;
   const std::vector<RealD> &eval;
@@ -54,7 +55,7 @@ public:
 
   DeflatedGuesser(const std::vector<Field> & _evec,const std::vector<RealD> & _eval) : evec(_evec), eval(_eval) {};
 
-  void operator()(const Field &src,Field &guess) { 
+  virtual void operator()(const Field &src,Field &guess) {
     guess = zero;
     assert(evec.size()==eval.size());
     auto N = evec.size();
@@ -62,11 +63,12 @@ public:
       const Field& tmp = evec[i];
       axpy(guess,TensorRemove(innerProduct(tmp,src)) / eval[i],tmp,guess);
     }
+    guess.checkerboard = src.checkerboard;
   }
 };
 
 template<class FineField, class CoarseField>
-class LocalCoherenceDeflatedGuesser {
+class LocalCoherenceDeflatedGuesser: public LinearFunction<FineField> {
 private:
   const std::vector<FineField>   &subspace;
   const std::vector<CoarseField> &evec_coarse;
@@ -92,6 +94,7 @@ public:
       axpy(guess_coarse,TensorRemove(innerProduct(tmp,src_coarse)) / eval_coarse[i],tmp,guess_coarse);
     }
     blockPromote(guess_coarse,guess,subspace);
+    guess.checkerboard = src.checkerboard;
   };
 };
 

Grid/algorithms/iterative/LocalCoherenceLanczos.h

@@ -286,8 +286,10 @@ public:
 
   void Orthogonalise(void ) {
     CoarseScalar InnerProd(_CoarseGrid);
-    blockOrthogonalise(InnerProd,subspace);std::cout << GridLogMessage <<" Gramm-Schmidt pass 1"<<std::endl;
-    blockOrthogonalise(InnerProd,subspace);std::cout << GridLogMessage <<" Gramm-Schmidt pass 2"<<std::endl;
+    std::cout << GridLogMessage <<" Gramm-Schmidt pass 1"<<std::endl;
+    blockOrthogonalise(InnerProd,subspace);
+    std::cout << GridLogMessage <<" Gramm-Schmidt pass 2"<<std::endl;
+    blockOrthogonalise(InnerProd,subspace);
   };
 
   template<typename T>  static RealD normalise(T& v) 
@@ -333,7 +335,7 @@ public:
     // 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,_subspace);
+    ProjectedFunctionHermOp<Fobj,CComplex,nbasis> ChebyOp (ChebySmooth,_FineOp,subspace);
     ImplicitlyRestartedLanczosSmoothedTester<Fobj,CComplex,nbasis> ChebySmoothTester(ChebyOp,ChebySmooth,_FineOp,subspace,relax);
 
     for(int k=0;k<evec_coarse.size();k++){
@@ -374,14 +376,14 @@ public:
 		  RealD MaxIt, RealD betastp, int MinRes)
   {
     Chebyshev<FineField>                          Cheby(cheby_op);
-    ProjectedHermOp<Fobj,CComplex,nbasis>         Op(_FineOp,_subspace);
-    ProjectedFunctionHermOp<Fobj,CComplex,nbasis> ChebyOp (Cheby,_FineOp,_subspace);
+    ProjectedHermOp<Fobj,CComplex,nbasis>         Op(_FineOp,subspace);
+    ProjectedFunctionHermOp<Fobj,CComplex,nbasis> ChebyOp (Cheby,_FineOp,subspace);
     //////////////////////////////////////////////////////////////////////////////////////////////////
     // 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,_subspace,relax);
+    ImplicitlyRestartedLanczosSmoothedTester<Fobj,CComplex,nbasis> ChebySmoothTester(ChebyOp,ChebySmooth,_FineOp,subspace,relax);
 
     evals_coarse.resize(Nm);
     evec_coarse.resize(Nm,_CoarseGrid);

Grid/algorithms/iterative/SchurRedBlack.h

@@ -95,20 +95,30 @@ namespace Grid {
   private:
     OperatorFunction<Field> & _HermitianRBSolver;
     int CBfactorise;
+    bool subGuess;
   public:
 
     /////////////////////////////////////////////////////
     // Wrap the usual normal equations Schur trick
     /////////////////////////////////////////////////////
-  SchurRedBlackStaggeredSolve(OperatorFunction<Field> &HermitianRBSolver)  :
+  SchurRedBlackStaggeredSolve(OperatorFunction<Field> &HermitianRBSolver, const bool initSubGuess = false)  :
      _HermitianRBSolver(HermitianRBSolver) 
     { 
       CBfactorise=0;
+      subtractGuess(initSubGuess);
     };
+    void subtractGuess(const bool initSubGuess)
+    {
+      subGuess = initSubGuess;
+    }
+    bool isSubtractGuess(void)
+    {
+      return subGuess;
+    }
 
     template<class Matrix>
     void operator() (Matrix & _Matrix,const Field &in, Field &out){
-      ZeroGuesser guess;
+      ZeroGuesser<Field> guess;
       (*this)(_Matrix,in,out,guess);
     }
     template<class Matrix, class Guesser>
@@ -150,9 +160,12 @@ namespace Grid {
       // Call the red-black solver
       //////////////////////////////////////////////////////////////
       std::cout<<GridLogMessage << "SchurRedBlackStaggeredSolver calling the Mpc solver" <<std::endl;
-      guess(src_o,sol_o);
+      guess(src_o, sol_o);
+      Mtmp = sol_o;
       _HermitianRBSolver(_HermOpEO,src_o,sol_o);  assert(sol_o.checkerboard==Odd);
       std::cout<<GridLogMessage << "SchurRedBlackStaggeredSolver called  the Mpc solver" <<std::endl;
+      // Fionn A2A boolean behavioural control
+      if (subGuess)        sol_o = sol_o-Mtmp;
 
       ///////////////////////////////////////////////////
       // sol_e = M_ee^-1 * ( src_e - Meo sol_o )...
@@ -167,11 +180,15 @@ namespace Grid {
       std::cout<<GridLogMessage << "SchurRedBlackStaggeredSolver inserted solution" <<std::endl;
 
       // 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;
+      if ( ! subGuess ) {
+        _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;
+      } else {
+        std::cout << GridLogMessage << "Guess subtracted after solve." << std::endl;
+      }
     }     
   };
   template<class Field> using SchurRedBlackStagSolve = SchurRedBlackStaggeredSolve<Field>;
@@ -184,18 +201,28 @@ namespace Grid {
   private:
     OperatorFunction<Field> & _HermitianRBSolver;
     int CBfactorise;
+    bool subGuess;
   public:
 
     /////////////////////////////////////////////////////
     // Wrap the usual normal equations Schur trick
     /////////////////////////////////////////////////////
-  SchurRedBlackDiagMooeeSolve(OperatorFunction<Field> &HermitianRBSolver,int cb=0)  :  _HermitianRBSolver(HermitianRBSolver) 
+  SchurRedBlackDiagMooeeSolve(OperatorFunction<Field> &HermitianRBSolver,int cb=0, const bool initSubGuess = false)  :  _HermitianRBSolver(HermitianRBSolver) 
   { 
     CBfactorise=cb;
+    subtractGuess(initSubGuess);
   };
+    void subtractGuess(const bool initSubGuess)
+    {
+      subGuess = initSubGuess;
+    }
+    bool isSubtractGuess(void)
+    {
+      return subGuess;
+    }
     template<class Matrix>
     void operator() (Matrix & _Matrix,const Field &in, Field &out){
-      ZeroGuesser guess;
+      ZeroGuesser<Field> guess;
       (*this)(_Matrix,in,out,guess);
     }
     template<class Matrix, class Guesser>
@@ -236,7 +263,10 @@ namespace Grid {
       //////////////////////////////////////////////////////////////
       std::cout<<GridLogMessage << "SchurRedBlack solver calling the MpcDagMp solver" <<std::endl;
       guess(src_o,sol_o);
+      Mtmp = sol_o;
       _HermitianRBSolver(_HermOpEO,src_o,sol_o);  assert(sol_o.checkerboard==Odd);
+      // Fionn A2A boolean behavioural control
+      if (subGuess)        sol_o = sol_o-Mtmp;
 
       ///////////////////////////////////////////////////
       // sol_e = M_ee^-1 * ( src_e - Meo sol_o )...
@@ -249,12 +279,16 @@ namespace Grid {
       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);
+      if ( ! subGuess ) {
+        _Matrix.M(out,resid); 
+        resid = resid-in;
+        RealD ns = norm2(in);
+        RealD nr = norm2(resid);
 
-      std::cout<<GridLogMessage << "SchurRedBlackDiagMooee solver true unprec resid "<< std::sqrt(nr/ns) <<" nr "<< nr <<" ns "<<ns << std::endl;
+        std::cout<<GridLogMessage << "SchurRedBlackDiagMooee solver true unprec resid "<< std::sqrt(nr/ns) <<" nr "<< nr <<" ns "<<ns << std::endl;
+      } else {
+        std::cout << GridLogMessage << "Guess subtracted after solve." << std::endl;
+      }
     }     
   };
 
@@ -267,20 +301,30 @@ namespace Grid {
   private:
     OperatorFunction<Field> & _HermitianRBSolver;
     int CBfactorise;
+    bool subGuess;
   public:
 
     /////////////////////////////////////////////////////
     // Wrap the usual normal equations Schur trick
     /////////////////////////////////////////////////////
-  SchurRedBlackDiagTwoSolve(OperatorFunction<Field> &HermitianRBSolver)  :
+  SchurRedBlackDiagTwoSolve(OperatorFunction<Field> &HermitianRBSolver, const bool initSubGuess = false)  :
      _HermitianRBSolver(HermitianRBSolver) 
     { 
-      CBfactorise=0;
+      CBfactorise = 0;
+      subtractGuess(initSubGuess);
     };
+    void subtractGuess(const bool initSubGuess)
+    {
+      subGuess = initSubGuess;
+    }
+    bool isSubtractGuess(void)
+    {
+      return subGuess;
+    }
 
     template<class Matrix>
     void operator() (Matrix & _Matrix,const Field &in, Field &out){
-      ZeroGuesser guess;
+      ZeroGuesser<Field> guess;
       (*this)(_Matrix,in,out,guess);
     }
     template<class Matrix,class Guesser>
@@ -322,8 +366,11 @@ namespace Grid {
       std::cout<<GridLogMessage << "SchurRedBlack solver calling the MpcDagMp solver" <<std::endl;
 //      _HermitianRBSolver(_HermOpEO,src_o,sol_o);  assert(sol_o.checkerboard==Odd);
       guess(src_o,tmp);
+      Mtmp = tmp;
       _HermitianRBSolver(_HermOpEO,src_o,tmp);  assert(tmp.checkerboard==Odd);
-      _Matrix.MooeeInv(tmp,sol_o);        assert(  sol_o.checkerboard   ==Odd);
+      // Fionn A2A boolean behavioural control
+      if (subGuess)      tmp = tmp-Mtmp;
+      _Matrix.MooeeInv(tmp,sol_o);       assert(  sol_o.checkerboard   ==Odd);
 
       ///////////////////////////////////////////////////
       // sol_e = M_ee^-1 * ( src_e - Meo sol_o )...
@@ -336,12 +383,16 @@ namespace Grid {
       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);
+      if ( ! subGuess ) {
+        _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;
+        std::cout<<GridLogMessage << "SchurRedBlackDiagTwo solver true unprec resid "<< std::sqrt(nr/ns) <<" nr "<< nr <<" ns "<<ns << std::endl;
+      } else {
+        std::cout << GridLogMessage << "Guess subtracted after solve." << std::endl;
+      }
     }     
   };
   ///////////////////////////////////////////////////////////////////////////////////////////////////////
@@ -352,20 +403,30 @@ namespace Grid {
   private:
     LinearFunction<Field> & _HermitianRBSolver;
     int CBfactorise;
+    bool subGuess;
   public:
 
     /////////////////////////////////////////////////////
     // Wrap the usual normal equations Schur trick
     /////////////////////////////////////////////////////
-  SchurRedBlackDiagTwoMixed(LinearFunction<Field> &HermitianRBSolver)  :
+  SchurRedBlackDiagTwoMixed(LinearFunction<Field> &HermitianRBSolver, const bool initSubGuess = false)  :
      _HermitianRBSolver(HermitianRBSolver) 
     { 
       CBfactorise=0;
+      subtractGuess(initSubGuess);
     };
+    void subtractGuess(const bool initSubGuess)
+    {
+      subGuess = initSubGuess;
+    }
+    bool isSubtractGuess(void)
+    {
+      return subGuess;
+    }
 
     template<class Matrix>
     void operator() (Matrix & _Matrix,const Field &in, Field &out){
-      ZeroGuesser guess;
+      ZeroGuesser<Field> guess;
       (*this)(_Matrix,in,out,guess);
     }
     template<class Matrix, class Guesser>
@@ -408,7 +469,10 @@ namespace Grid {
 //      _HermitianRBSolver(_HermOpEO,src_o,sol_o);  assert(sol_o.checkerboard==Odd);
 //      _HermitianRBSolver(_HermOpEO,src_o,tmp);  assert(tmp.checkerboard==Odd);
       guess(src_o,tmp);
-      _HermitianRBSolver(src_o,tmp);  assert(tmp.checkerboard==Odd);
+      Mtmp = tmp;
+      _HermitianRBSolver(_HermOpEO,src_o,tmp);  assert(tmp.checkerboard==Odd);
+      // Fionn A2A boolean behavioural control
+      if (subGuess)      tmp = tmp-Mtmp;
       _Matrix.MooeeInv(tmp,sol_o);        assert(  sol_o.checkerboard   ==Odd);
 
       ///////////////////////////////////////////////////
@@ -422,12 +486,16 @@ namespace Grid {
       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);
+      if ( ! subGuess ) {
+        _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;
+        std::cout << GridLogMessage << "SchurRedBlackDiagTwo solver true unprec resid " << std::sqrt(nr / ns) << " nr " << nr << " ns " << ns << std::endl;
+      } else {
+        std::cout << GridLogMessage << "Guess subtracted after solve." << std::endl;
+      }
     }     
   };
 

Grid/communicator/SharedMemoryMPI.cc

@@ -132,7 +132,6 @@ int Log2Size(int TwoToPower,int MAXLOG2)
 }
 void GlobalSharedMemory::OptimalCommunicator(const std::vector<int> &processors,Grid_MPI_Comm & optimal_comm)
 {
-#undef HYPERCUBE 
 #ifdef HYPERCUBE
   ////////////////////////////////////////////////////////////////
   // Assert power of two shm_size.
@@ -175,7 +174,7 @@ void GlobalSharedMemory::OptimalCommunicator(const std::vector<int> &processors,
 
   std::string hname(name);
   std::cout << "hostname "<<hname<<std::endl;
-  std::cout << "R " << R << " I " << I << " N "<< N<<
+  std::cout << "R " << R << " I " << I << " N "<< N
             << " hypercoor 0x"<<std::hex<<hypercoor<<std::dec<<std::endl;
 
   //////////////////////////////////////////////////////////////////

Grid/lattice/Lattice_reduction.h

@@ -274,6 +274,115 @@ template<class vobj> inline void sliceSum(const Lattice<vobj> &Data,std::vector<
   }
 }
 
+template<class vobj>
+static void mySliceInnerProductVector( std::vector<ComplexD> & result, const Lattice<vobj> &lhs,const Lattice<vobj> &rhs,int orthogdim)
+{
+  // std::cout << GridLogMessage << "Start mySliceInnerProductVector" << std::endl;
+
+  typedef typename vobj::scalar_type scalar_type;
+  std::vector<scalar_type> lsSum;
+  localSliceInnerProductVector(result, lhs, rhs, lsSum, orthogdim);
+  globalSliceInnerProductVector(result, lhs, lsSum, orthogdim);
+  // std::cout << GridLogMessage << "End mySliceInnerProductVector" << std::endl;
+}
+
+template <class vobj>
+static void localSliceInnerProductVector(std::vector<ComplexD> &result, const Lattice<vobj> &lhs, const Lattice<vobj> &rhs, std::vector<typename vobj::scalar_type> &lsSum, int orthogdim)
+{
+  // std::cout << GridLogMessage << "Start prep" << std::endl;
+  typedef typename vobj::vector_type   vector_type;
+  typedef typename vobj::scalar_type   scalar_type;
+  GridBase  *grid = lhs._grid;
+  assert(grid!=NULL);
+  conformable(grid,rhs._grid);
+
+  const int    Nd = grid->_ndimension;
+  const int Nsimd = grid->Nsimd();
+
+  assert(orthogdim >= 0);
+  assert(orthogdim < Nd);
+
+  int fd=grid->_fdimensions[orthogdim];
+  int ld=grid->_ldimensions[orthogdim];
+  int rd=grid->_rdimensions[orthogdim];
+  // std::cout << GridLogMessage << "Start alloc" << std::endl;
+
+  std::vector<vector_type,alignedAllocator<vector_type> > lvSum(rd); // will locally sum vectors first
+  lsSum.resize(ld,scalar_type(0.0));                    // sum across these down to scalars
+  std::vector<iScalar<scalar_type>> extracted(Nsimd);   // splitting the SIMD  
+  // std::cout << GridLogMessage << "End alloc" << std::endl;
+
+  result.resize(fd); // And then global sum to return the same vector to every node for IO to file
+  for(int r=0;r<rd;r++){
+    lvSum[r]=zero;
+  }
+
+  int e1=    grid->_slice_nblock[orthogdim];
+  int e2=    grid->_slice_block [orthogdim];
+  int stride=grid->_slice_stride[orthogdim];
+  // std::cout << GridLogMessage << "End prep" << std::endl;
+  // std::cout << GridLogMessage << "Start parallel inner product, _rd = " << rd << std::endl;
+  vector_type vv;
+  parallel_for(int r=0;r<rd;r++)
+  {
+
+    int so=r*grid->_ostride[orthogdim]; // base offset for start of plane 
+
+    for(int n=0;n<e1;n++){
+      for(int b=0;b<e2;b++){
+        int ss = so + n * stride + b;
+        vv = TensorRemove(innerProduct(lhs._odata[ss], rhs._odata[ss]));
+        lvSum[r] = lvSum[r] + vv;
+      }
+    }
+  }
+  // std::cout << GridLogMessage << "End parallel inner product" << std::endl;
+
+  // Sum across simd lanes in the plane, breaking out orthog dir.
+  std::vector<int> icoor(Nd);
+  for(int rt=0;rt<rd;rt++){
+
+    iScalar<vector_type> temp; 
+    temp._internal = lvSum[rt];
+    extract(temp,extracted);
+
+    for(int idx=0;idx<Nsimd;idx++){
+
+      grid->iCoorFromIindex(icoor,idx);
+
+      int ldx =rt+icoor[orthogdim]*rd;
+
+      lsSum[ldx]=lsSum[ldx]+extracted[idx]._internal;
+
+    }
+  }
+  // std::cout << GridLogMessage << "End sum over simd lanes" << std::endl;
+}
+template <class vobj>
+static void globalSliceInnerProductVector(std::vector<ComplexD> &result, const Lattice<vobj> &lhs, std::vector<typename vobj::scalar_type> &lsSum, int orthogdim)
+{
+  typedef typename vobj::scalar_type scalar_type;
+  GridBase *grid = lhs._grid;
+  int fd = result.size();
+  int ld = lsSum.size();
+  // sum over nodes.
+  std::vector<scalar_type> gsum;
+  gsum.resize(fd, scalar_type(0.0));
+  // std::cout << GridLogMessage << "Start of gsum[t] creation:" << std::endl;
+  for(int t=0;t<fd;t++){
+    int pt = t/ld; // processor plane
+    int lt = t%ld;
+    if ( pt == grid->_processor_coor[orthogdim] ) {
+      gsum[t]=lsSum[lt];
+    }
+  }
+  // std::cout << GridLogMessage << "End of gsum[t] creation:" << std::endl;
+  // std::cout << GridLogMessage << "Start of GlobalSumVector:" << std::endl;
+  grid->GlobalSumVector(&gsum[0], fd);
+  // std::cout << GridLogMessage << "End of GlobalSumVector:" << std::endl;
+
+  result = gsum;
+}
 template<class vobj>
 static void sliceInnerProductVector( std::vector<ComplexD> & result, const Lattice<vobj> &lhs,const Lattice<vobj> &rhs,int orthogdim) 
 {

Grid/lattice/Lattice_rng.h

@@ -251,7 +251,7 @@ namespace Grid {
 
       dist[0].reset();
       for(int idx=0;idx<words;idx++){
-  fillScalar(buf[idx],dist[0],_generators[0]);
+	fillScalar(buf[idx],dist[0],_generators[0]);
       }
 
       CartesianCommunicator::BroadcastWorld(0,(void *)&l,sizeof(l));
@@ -283,7 +283,7 @@ namespace Grid {
       RealF *pointer=(RealF *)&l;
       dist[0].reset();
       for(int i=0;i<2*vComplexF::Nsimd();i++){
-  fillScalar(pointer[i],dist[0],_generators[0]);
+	fillScalar(pointer[i],dist[0],_generators[0]);
       }
       CartesianCommunicator::BroadcastWorld(0,(void *)&l,sizeof(l));
     }
@@ -291,7 +291,7 @@ namespace Grid {
       RealD *pointer=(RealD *)&l;
       dist[0].reset();
       for(int i=0;i<2*vComplexD::Nsimd();i++){
-  fillScalar(pointer[i],dist[0],_generators[0]);
+	fillScalar(pointer[i],dist[0],_generators[0]);
       }
       CartesianCommunicator::BroadcastWorld(0,(void *)&l,sizeof(l));
     }
@@ -299,7 +299,7 @@ namespace Grid {
       RealF *pointer=(RealF *)&l;
       dist[0].reset();
       for(int i=0;i<vRealF::Nsimd();i++){
-  fillScalar(pointer[i],dist[0],_generators[0]);
+	fillScalar(pointer[i],dist[0],_generators[0]);
       }
       CartesianCommunicator::BroadcastWorld(0,(void *)&l,sizeof(l));
     }
@@ -317,6 +317,19 @@ namespace Grid {
       std::seed_seq src(seeds.begin(),seeds.end());
       Seed(src,0);
     }
+
+    void SeedUniqueString(const std::string &s){
+      std::vector<int> seeds;
+      std::stringstream sha;
+      seeds = GridChecksum::sha256_seeds(s);
+      for(int i=0;i<seeds.size();i++) { 
+        sha << std::hex << seeds[i];
+      }
+      std::cout << GridLogMessage << "Intialising serial RNG with unique string '" 
+                << s << "'" << std::endl;
+      std::cout << GridLogMessage << "Seed SHA256: " << sha.str() << std::endl;
+      SeedFixedIntegers(seeds);
+    }
   };
 
   class GridParallelRNG : public GridRNGbase {
@@ -377,6 +390,14 @@ namespace Grid {
       _time_counter += usecond()- inner_time_counter;
     };
 
+    void SeedUniqueString(const std::string &s){
+      std::vector<int> seeds;
+      seeds = GridChecksum::sha256_seeds(s);
+      std::cout << GridLogMessage << "Intialising parallel RNG with unique string '" 
+                << s << "'" << std::endl;
+      std::cout << GridLogMessage << "Seed SHA256: " << GridChecksum::sha256_string(seeds) << std::endl;
+      SeedFixedIntegers(seeds);
+    }
     void SeedFixedIntegers(const std::vector<int> &seeds){
 
       // Everyone generates the same seed_seq based on input seeds

Grid/lattice/Lattice_transfer.h

@@ -485,7 +485,7 @@ void InsertSliceLocal(const Lattice<vobj> &lowDim, Lattice<vobj> & higherDim,int
 
 
 template<class vobj>
-void ExtractSliceLocal(Lattice<vobj> &lowDim, Lattice<vobj> & higherDim,int slice_lo,int slice_hi, int orthog)
+void ExtractSliceLocal(Lattice<vobj> &lowDim, const Lattice<vobj> & higherDim,int slice_lo,int slice_hi, int orthog)
 {
   typedef typename vobj::scalar_object sobj;
 
@@ -520,7 +520,7 @@ void ExtractSliceLocal(Lattice<vobj> &lowDim, Lattice<vobj> & higherDim,int slic
 
 
 template<class vobj>
-void Replicate(Lattice<vobj> &coarse,Lattice<vobj> & fine)
+void Replicate(const Lattice<vobj> &coarse,Lattice<vobj> & fine)
 {
   typedef typename vobj::scalar_object sobj;
 

Grid/log/Log.h

@@ -86,7 +86,7 @@ protected:
   Colours &Painter;
   int active;
   int timing_mode;
-  int topWidth{-1};
+  int topWidth{-1}, chanWidth{-1};
   static int timestamp;
   std::string name, topName;
   std::string COLOUR;
@@ -126,6 +126,7 @@ public:
     }
   }
   void setTopWidth(const int w) {topWidth = w;}
+  void setChanWidth(const int w) {chanWidth = w;}
 
   friend std::ostream& operator<< (std::ostream& stream, Logger& log){
 
@@ -136,7 +137,12 @@ public:
         stream << std::setw(log.topWidth);
       }
       stream << log.topName << log.background()<< " : ";
-      stream << log.colour() <<  std::left << log.name << log.background() << " : ";
+      stream << log.colour() <<  std::left;
+      if (log.chanWidth > 0)
+      {
+        stream << std::setw(log.chanWidth);
+      }
+      stream << log.name << log.background() << " : ";
       if ( log.timestamp ) {
 	log.StopWatch->Stop();
 	GridTime now = log.StopWatch->Elapsed();

Grid/parallelIO/IldgIO.h

@@ -250,8 +250,7 @@ class GridLimeReader : public BinaryIO {
   ////////////////////////////////////////////
   // Read a generic serialisable object
   ////////////////////////////////////////////
-  template<class serialisable_object>
-  void readLimeObject(serialisable_object &object,std::string object_name,std::string record_name)
+  void readLimeObject(std::string &xmlstring,std::string record_name)
   {
     // should this be a do while; can we miss a first record??
     while ( limeReaderNextRecord(LimeR) == LIME_SUCCESS ) { 
@@ -266,15 +265,23 @@ class GridLimeReader : public BinaryIO {
 	limeReaderReadData((void *)&xmlc[0], &nbytes, LimeR);    
 	//	std::cout << GridLogMessage<< " readLimeObject matches XML " << &xmlc[0] <<std::endl;
 
-  std::string xmlstring(&xmlc[0]);
-	XmlReader RD(xmlstring, true, "");
-	read(RD,object_name,object);
+   xmlstring = std::string(&xmlc[0]);
 	return;
       }
 
     }  
     assert(0);
   }
+
+  template<class serialisable_object>
+  void readLimeObject(serialisable_object &object,std::string object_name,std::string record_name)
+  {
+    std::string xmlstring;
+
+    readLimeObject(xmlstring, record_name);
+	  XmlReader RD(xmlstring, true, "");
+	  read(RD,object_name,object);
+  }
 };
 
 class GridLimeWriter : public BinaryIO 
@@ -325,16 +332,11 @@ class GridLimeWriter : public BinaryIO
   ////////////////////////////////////////////
   // Write a generic serialisable object
   ////////////////////////////////////////////
-  template<class serialisable_object>
-  void writeLimeObject(int MB,int ME,serialisable_object &object,std::string object_name,std::string record_name)
+  void writeLimeObject(int MB,int ME,XmlWriter &writer,std::string object_name,std::string record_name)
   {
     if ( boss_node ) {
-      std::string xmlstring;
-      {
-	XmlWriter WR("","");
-	write(WR,object_name,object);
-	xmlstring = WR.XmlString();
-      }
+      std::string xmlstring = writer.docString();
+
       //    std::cout << "WriteLimeObject" << record_name <<std::endl;
       uint64_t nbytes = xmlstring.size();
       //    std::cout << " xmlstring "<< nbytes<< " " << xmlstring <<std::endl;
@@ -348,6 +350,20 @@ class GridLimeWriter : public BinaryIO
       limeDestroyHeader(h);
     }
   }
+
+  template<class serialisable_object>
+  void writeLimeObject(int MB,int ME,serialisable_object &object,std::string object_name,std::string record_name, const unsigned int scientificPrec = 0)
+  {
+    XmlWriter WR("","");
+
+    if (scientificPrec)
+    {
+      WR.scientificFormat(true);
+      WR.setPrecision(scientificPrec);
+    }
+    write(WR,object_name,object);
+    writeLimeObject(MB, ME, WR, object_name, record_name);
+  }
   ////////////////////////////////////////////////////
   // Write a generic lattice field and csum
   // This routine is Collectively called by all nodes
@@ -454,7 +470,8 @@ class ScidacWriter : public GridLimeWriter {
   // Write generic lattice field in scidac format
   ////////////////////////////////////////////////
   template <class vobj, class userRecord>
-  void writeScidacFieldRecord(Lattice<vobj> &field,userRecord _userRecord) 
+  void writeScidacFieldRecord(Lattice<vobj> &field,userRecord _userRecord,
+                              const unsigned int recordScientificPrec = 0) 
   {
     GridBase * grid = field._grid;
 
@@ -472,7 +489,7 @@ class ScidacWriter : public GridLimeWriter {
     //////////////////////////////////////////////
     if ( this->boss_node ) {
       writeLimeObject(1,0,header ,std::string("FieldMetaData"),std::string(GRID_FORMAT)); // Open message 
-      writeLimeObject(0,0,_userRecord,_userRecord.SerialisableClassName(),std::string(SCIDAC_RECORD_XML));
+      writeLimeObject(0,0,_userRecord,_userRecord.SerialisableClassName(),std::string(SCIDAC_RECORD_XML), recordScientificPrec);
       writeLimeObject(0,0,_scidacRecord,_scidacRecord.SerialisableClassName(),std::string(SCIDAC_PRIVATE_RECORD_XML));
     }
     // Collective call

Grid/perfmon/Timer.h

@@ -102,6 +102,9 @@ public:
     assert(running == false);
     return (uint64_t) accumulator.count();
   }
+  bool isRunning(void){
+    return running;
+  }
 };
 
 }

Grid/qcd/QCD.h

@@ -90,17 +90,20 @@ namespace QCD {
     // That probably makes for GridRedBlack4dCartesian grid.
 
     // s,sp,c,spc,lc
-    template<typename vtype> using iSinglet                   = iScalar<iScalar<iScalar<vtype> > >;
-    template<typename vtype> using iSpinMatrix                = iScalar<iMatrix<iScalar<vtype>, Ns> >;
-    template<typename vtype> using iColourMatrix              = iScalar<iScalar<iMatrix<vtype, Nc> > > ;
-    template<typename vtype> using iSpinColourMatrix          = iScalar<iMatrix<iMatrix<vtype, Nc>, Ns> >;
-    template<typename vtype> using iLorentzColourMatrix       = iVector<iScalar<iMatrix<vtype, Nc> >, Nd > ;
-    template<typename vtype> using iDoubleStoredColourMatrix  = iVector<iScalar<iMatrix<vtype, Nc> >, Nds > ;
-    template<typename vtype> using iSpinVector                = iScalar<iVector<iScalar<vtype>, Ns> >;
-    template<typename vtype> using iColourVector              = iScalar<iScalar<iVector<vtype, Nc> > >;
-    template<typename vtype> using iSpinColourVector          = iScalar<iVector<iVector<vtype, Nc>, Ns> >;
-    template<typename vtype> using iHalfSpinVector            = iScalar<iVector<iScalar<vtype>, Nhs> >;
-    template<typename vtype> using iHalfSpinColourVector      = iScalar<iVector<iVector<vtype, Nc>, Nhs> >;
+
+    template<typename vtype> using iSinglet                     = iScalar<iScalar<iScalar<vtype> > >;
+    template<typename vtype> using iSpinMatrix                  = iScalar<iMatrix<iScalar<vtype>, Ns> >;
+    template<typename vtype> using iColourMatrix                = iScalar<iScalar<iMatrix<vtype, Nc> > > ;
+    template<typename vtype> using iSpinColourMatrix            = iScalar<iMatrix<iMatrix<vtype, Nc>, Ns> >;
+    template<typename vtype> using iLorentzColourMatrix         = iVector<iScalar<iMatrix<vtype, Nc> >, Nd > ;
+    template<typename vtype> using iDoubleStoredColourMatrix    = iVector<iScalar<iMatrix<vtype, Nc> >, Nds > ;
+    template<typename vtype> using iSpinVector                  = iScalar<iVector<iScalar<vtype>, Ns> >;
+    template<typename vtype> using iColourVector                = iScalar<iScalar<iVector<vtype, Nc> > >;
+    template<typename vtype> using iSpinColourVector            = iScalar<iVector<iVector<vtype, Nc>, Ns> >;
+    template<typename vtype> using iHalfSpinVector              = iScalar<iVector<iScalar<vtype>, Nhs> >;
+    template<typename vtype> using iHalfSpinColourVector        = iScalar<iVector<iVector<vtype, Nc>, Nhs> >;
+    template<typename vtype> using iSpinColourSpinColourMatrix  = iScalar<iMatrix<iMatrix<iMatrix<iMatrix<vtype, Nc>, Ns>, Nc>, Ns> >;
+
 
     template<typename vtype> using iGparitySpinColourVector       = iVector<iVector<iVector<vtype, Nc>, Ns>, Ngp >;
     template<typename vtype> using iGparityHalfSpinColourVector   = iVector<iVector<iVector<vtype, Nc>, Nhs>, Ngp >;
@@ -132,6 +135,24 @@ namespace QCD {
     typedef iSpinColourMatrix<vComplexF>    vSpinColourMatrixF;
     typedef iSpinColourMatrix<vComplexD>    vSpinColourMatrixD;
     
+    // SpinColourSpinColour matrix
+    typedef iSpinColourSpinColourMatrix<Complex  >    SpinColourSpinColourMatrix;
+    typedef iSpinColourSpinColourMatrix<ComplexF >    SpinColourSpinColourMatrixF;
+    typedef iSpinColourSpinColourMatrix<ComplexD >    SpinColourSpinColourMatrixD;
+
+    typedef iSpinColourSpinColourMatrix<vComplex >    vSpinColourSpinColourMatrix;
+    typedef iSpinColourSpinColourMatrix<vComplexF>    vSpinColourSpinColourMatrixF;
+    typedef iSpinColourSpinColourMatrix<vComplexD>    vSpinColourSpinColourMatrixD;
+
+    // SpinColourSpinColour matrix
+    typedef iSpinColourSpinColourMatrix<Complex  >    SpinColourSpinColourMatrix;
+    typedef iSpinColourSpinColourMatrix<ComplexF >    SpinColourSpinColourMatrixF;
+    typedef iSpinColourSpinColourMatrix<ComplexD >    SpinColourSpinColourMatrixD;
+
+    typedef iSpinColourSpinColourMatrix<vComplex >    vSpinColourSpinColourMatrix;
+    typedef iSpinColourSpinColourMatrix<vComplexF>    vSpinColourSpinColourMatrixF;
+    typedef iSpinColourSpinColourMatrix<vComplexD>    vSpinColourSpinColourMatrixD;
+
     // LorentzColour
     typedef iLorentzColourMatrix<Complex  > LorentzColourMatrix;
     typedef iLorentzColourMatrix<ComplexF > LorentzColourMatrixF;
@@ -229,6 +250,9 @@ namespace QCD {
     typedef Lattice<vSpinColourMatrixF>     LatticeSpinColourMatrixF;
     typedef Lattice<vSpinColourMatrixD>     LatticeSpinColourMatrixD;
 
+    typedef Lattice<vSpinColourSpinColourMatrix>      LatticeSpinColourSpinColourMatrix;
+    typedef Lattice<vSpinColourSpinColourMatrixF>     LatticeSpinColourSpinColourMatrixF;
+    typedef Lattice<vSpinColourSpinColourMatrixD>     LatticeSpinColourSpinColourMatrixD;
 
     typedef Lattice<vLorentzColourMatrix>  LatticeLorentzColourMatrix;
     typedef Lattice<vLorentzColourMatrixF> LatticeLorentzColourMatrixF;