Fix to multinode code

This will also become useful on BG/Q, so will move out from SSE4 into a general area.
Lifted the Eigen half precision from web. Looks sensible, but not extensively regressed
against the intrinsics implementation yet.

.travis.yml

@@ -7,7 +7,7 @@ cache:
 matrix:
   include:
     - os:        osx
-      osx_image: xcode7.2
+      osx_image: xcode8.3
       compiler: clang
     - compiler: gcc
       addons:
@@ -73,8 +73,6 @@ before_install:
     - 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 [[ "$TRAVIS_OS_NAME" == "osx" ]]; then brew install openmpi; fi
-    - if [[ "$TRAVIS_OS_NAME" == "osx" ]] && [[ "$CC" == "gcc" ]]; then brew install gcc5; fi
     
 install:
     - export CC=$CC$VERSION
@@ -92,15 +90,14 @@ script:
     - cd build
     - ../configure --enable-precision=single --enable-simd=SSE4 --enable-comms=none
     - make -j4 
-    - ./benchmarks/Benchmark_dwf --threads 1
+    - ./benchmarks/Benchmark_dwf --threads 1 --debug-signals
     - echo make clean
     - ../configure --enable-precision=double --enable-simd=SSE4 --enable-comms=none
     - make -j4
-    - ./benchmarks/Benchmark_dwf --threads 1
+    - ./benchmarks/Benchmark_dwf --threads 1 --debug-signals
     - echo make clean
-    - if [[ "$TRAVIS_OS_NAME" == "linux" ]]; then export CXXFLAGS='-DMPI_UINT32_T=MPI_UNSIGNED -DMPI_UINT64_T=MPI_UNSIGNED_LONG'; fi
-    - ../configure --enable-precision=single --enable-simd=SSE4 --enable-comms=mpi-auto
-    - make -j4
+    - if [[ "$TRAVIS_OS_NAME" == "linux" ]]; then ../configure --enable-precision=single --enable-simd=SSE4 --enable-comms=mpi-auto CXXFLAGS='-DMPI_UINT32_T=MPI_UNSIGNED -DMPI_UINT64_T=MPI_UNSIGNED_LONG'; fi
+    - if [[ "$TRAVIS_OS_NAME" == "linux" ]]; then make -j4; fi
     - if [[ "$TRAVIS_OS_NAME" == "linux" ]]; then mpirun.openmpi -n 2 ./benchmarks/Benchmark_dwf --threads 1 --mpi 2.1.1.1; fi
-    - if [[ "$TRAVIS_OS_NAME" == "osx" ]]; then mpirun -n 2 ./benchmarks/Benchmark_dwf --threads 1 --mpi 2.1.1.1; fi
+
 

TODO

@@ -1,6 +1,26 @@
 TODO:
 ---------------
 
+Peter's work list:
+2)- Precision conversion and sort out localConvert      <-- 
+3)- Remove DenseVector, DenseMatrix; Use Eigen instead. <-- started 
+4)- Binary I/O speed up & x-strips
+-- Profile CG, BlockCG, etc... Flop count/rate -- PARTIAL, time but no flop/s yet
+-- Physical propagator interface
+-- Conserved currents
+-- GaugeFix into central location
+-- Multigrid Wilson and DWF, compare to other Multigrid implementations
+-- HDCR resume
+
+Recent DONE 
+-- Cut down the exterior overhead                      <-- DONE
+-- Interior legs from SHM comms                        <-- DONE
+-- Half-precision comms                                <-- DONE
+-- Merge high precision reduction into develop        
+-- multiRHS DWF; benchmark on Cori/BNL for comms elimination
+   -- slice* linalg routines for multiRHS, BlockCG    
+
+-----
 * Forces; the UdSdU  term in gauge force term is half of what I think it should
   be. This is a consequence of taking ONLY the first term in:
 
@@ -21,16 +41,8 @@ TODO:
   This means we must double the force in the Test_xxx_force routines, and is the origin of the factor of two.
   This 2x is applied by hand in the fermion routines and in the Test_rect_force routine.
 
-
-Policies:
-
-* Link smearing/boundary conds; Policy class based implementation ; framework more in place
-
 * Support different boundary conditions (finite temp, chem. potential ... )
 
-* Support different fermion representations? 
-  - contained entirely within the integrator presently
-
 - Sign of force term.
 
 - Reversibility test.
@@ -41,11 +53,6 @@ Policies:
 
 - Audit oIndex usage for cb behaviour
 
-- Rectangle gauge actions.
-  Iwasaki,
-  Symanzik,
-  ... etc...
-
 - Prepare multigrid for HMC. - Alternate setup schemes.
 
 - Support for ILDG --- ugly, not done
@@ -55,9 +62,11 @@ Policies:
 - FFTnD ?
 
 - Gparity; hand opt use template specialisation elegance to enable the optimised paths ?
+
 - Gparity force term; Gparity (R)HMC.
-- Random number state save restore
+
 - Mobius implementation clean up to rmove #if 0 stale code sequences
+
 - CG -- profile carefully, kernel fusion, whole CG performance measurements.
 
 ================================================================
@@ -90,6 +99,7 @@ Insert/Extract
 Not sure of status of this -- reverify. Things are working nicely now though.
 
 * Make the Tensor types and Complex etc... play more nicely.
+
   - TensorRemove is a hack, come up with a long term rationalised approach to Complex vs. Scalar<Scalar<Scalar<Complex > > >
     QDP forces use of "toDouble" to get back to non tensor scalar. This role is presently taken TensorRemove, but I
     want to introduce a syntax that does not require this.
@@ -112,6 +122,8 @@ Not sure of status of this -- reverify. Things are working nicely now though.
 RECENT
 ---------------
 
+  - Support different fermion representations? -- DONE
+  - contained entirely within the integrator presently
   - Clean up HMC                                                             -- DONE
   - LorentzScalar<GaugeField> gets Gauge link type (cleaner).                -- DONE
   - Simplified the integrators a bit.                                        -- DONE
@@ -123,6 +135,26 @@ RECENT
   - Parallel io improvements                                  -- DONE
   - Plaquette and link trace checks into nersc reader from the Grid_nersc_io.cc test. -- DONE
 
+
+DONE:
+- MultiArray -- MultiRHS done
+- ConjugateGradientMultiShift -- DONE
+- MCR                         -- DONE
+- Remez -- Mike or Boost?     -- DONE
+- Proto (ET)                  -- DONE
+- uBlas                       -- DONE ; Eigen
+- Potentially Useful Boost libraries -- DONE ; Eigen
+- Aligned allocator; memory pool -- DONE
+- Multiprecision              -- DONE
+- Serialization               -- DONE
+- Regex -- Not needed
+- Tokenize -- Why?
+
+- Random number state save restore -- DONE
+- Rectangle gauge actions. -- DONE
+  Iwasaki,
+  Symanzik,
+  ... etc...
 Done: Cayley, Partial , ContFrac force terms.
 
 DONE
@@ -207,6 +239,7 @@ Done
 FUNCTIONALITY: it pleases me to keep track of things I have done (keeps me arguably sane)
 ======================================================================================================
 
+* Link smearing/boundary conds; Policy class based implementation ; framework more in place -- DONE
 * Command line args for geometry, simd, etc. layout. Is it necessary to have -- DONE
   user pass these? Is this a QCD specific?
 

benchmarks/Benchmark_comms.cc

@@ -48,9 +48,9 @@ int main (int argc, char ** argv)
   std::cout<<GridLogMessage << "= Benchmarking concurrent halo exchange in "<<nmu<<" dimensions"<<std::endl;
   std::cout<<GridLogMessage << "===================================================================================================="<<std::endl;
   std::cout<<GridLogMessage << "  L  "<<"\t\t"<<" Ls  "<<"\t\t"<<"bytes"<<"\t\t"<<"MB/s uni"<<"\t\t"<<"MB/s bidi"<<std::endl;
-  int maxlat=16;
-  for(int lat=4;lat<=maxlat;lat+=2){
-    for(int Ls=1;Ls<=16;Ls*=2){
+  int maxlat=24;
+  for(int lat=4;lat<=maxlat;lat+=4){
+    for(int Ls=8;Ls<=32;Ls*=2){
 
       std::vector<int> latt_size  ({lat*mpi_layout[0],
       				    lat*mpi_layout[1],
@@ -124,8 +124,8 @@ int main (int argc, char ** argv)
   std::cout<<GridLogMessage << "  L  "<<"\t\t"<<" Ls  "<<"\t\t"<<"bytes"<<"\t\t"<<"MB/s uni"<<"\t\t"<<"MB/s bidi"<<std::endl;
 
 
-  for(int lat=4;lat<=maxlat;lat+=2){
-    for(int Ls=1;Ls<=16;Ls*=2){
+  for(int lat=4;lat<=maxlat;lat+=4){
+    for(int Ls=8;Ls<=32;Ls*=2){
 
       std::vector<int> latt_size  ({lat,lat,lat,lat});
 
@@ -194,14 +194,14 @@ int main (int argc, char ** argv)
   }  
 
 
-  Nloop=100;
+  Nloop=10;
   std::cout<<GridLogMessage << "===================================================================================================="<<std::endl;
   std::cout<<GridLogMessage << "= Benchmarking concurrent STENCIL halo exchange in "<<nmu<<" dimensions"<<std::endl;
   std::cout<<GridLogMessage << "===================================================================================================="<<std::endl;
   std::cout<<GridLogMessage << "  L  "<<"\t\t"<<" Ls  "<<"\t\t"<<"bytes"<<"\t\t"<<"MB/s uni"<<"\t\t"<<"MB/s bidi"<<std::endl;
 
-  for(int lat=4;lat<=maxlat;lat+=2){
-    for(int Ls=1;Ls<=16;Ls*=2){
+  for(int lat=4;lat<=maxlat;lat+=4){
+    for(int Ls=8;Ls<=32;Ls*=2){
 
       std::vector<int> latt_size  ({lat*mpi_layout[0],
       				    lat*mpi_layout[1],
@@ -281,8 +281,8 @@ int main (int argc, char ** argv)
   std::cout<<GridLogMessage << "===================================================================================================="<<std::endl;
   std::cout<<GridLogMessage << "  L  "<<"\t\t"<<" Ls  "<<"\t\t"<<"bytes"<<"\t\t"<<"MB/s uni"<<"\t\t"<<"MB/s bidi"<<std::endl;
 
-  for(int lat=4;lat<=maxlat;lat+=2){
-    for(int Ls=1;Ls<=16;Ls*=2){
+  for(int lat=4;lat<=maxlat;lat+=4){
+    for(int Ls=8;Ls<=32;Ls*=2){
 
       std::vector<int> latt_size  ({lat*mpi_layout[0],
       				    lat*mpi_layout[1],
@@ -324,8 +324,8 @@ int main (int argc, char ** argv)
 					    (void *)&rbuf[mu][0],
 					    recv_from_rank,
 					    bytes);
-	    //	    Grid.StencilSendToRecvFromComplete(requests);
-	    //	    requests.resize(0);
+	    Grid.StencilSendToRecvFromComplete(requests);
+	    requests.resize(0);
 
 	    comm_proc = mpi_layout[mu]-1;
 	  

benchmarks/Benchmark_dwf.cc

@@ -48,16 +48,16 @@ typedef WilsonFermion5D<DomainWallVec5dImplR> WilsonFermion5DR;
 typedef WilsonFermion5D<DomainWallVec5dImplF> WilsonFermion5DF;
 typedef WilsonFermion5D<DomainWallVec5dImplD> WilsonFermion5DD;
 
-
 int main (int argc, char ** argv)
 {
   Grid_init(&argc,&argv);
 
+
   int threads = GridThread::GetThreads();
   std::cout<<GridLogMessage << "Grid is setup to use "<<threads<<" threads"<<std::endl;
 
   std::vector<int> latt4 = GridDefaultLatt();
-  const int Ls=8;
+  const int Ls=16;
   GridCartesian         * UGrid   = SpaceTimeGrid::makeFourDimGrid(GridDefaultLatt(), GridDefaultSimd(Nd,vComplex::Nsimd()),GridDefaultMpi());
   GridRedBlackCartesian * UrbGrid = SpaceTimeGrid::makeFourDimRedBlackGrid(UGrid);
   GridCartesian         * FGrid   = SpaceTimeGrid::makeFiveDimGrid(Ls,UGrid);
@@ -71,35 +71,66 @@ int main (int argc, char ** argv)
 
   std::vector<int> seeds4({1,2,3,4});
   std::vector<int> seeds5({5,6,7,8});
-
+  
+  std::cout << GridLogMessage << "Initialising 4d RNG" << std::endl;
   GridParallelRNG          RNG4(UGrid);  RNG4.SeedFixedIntegers(seeds4);
+  std::cout << GridLogMessage << "Initialising 5d RNG" << std::endl;
   GridParallelRNG          RNG5(FGrid);  RNG5.SeedFixedIntegers(seeds5);
+  std::cout << GridLogMessage << "Initialised RNGs" << std::endl;
 
   LatticeFermion src   (FGrid); random(RNG5,src);
+#if 0
+  src = zero;
+  {
+    std::vector<int> origin({0,0,0,latt4[2]-1,0});
+    SpinColourVectorF tmp;
+    tmp=zero;
+    tmp()(0)(0)=Complex(-2.0,0.0);
+    std::cout << " source site 0 " << tmp<<std::endl;
+    pokeSite(tmp,src,origin);
+  }
+#else
+  RealD N2 = 1.0/::sqrt(norm2(src));
+  src = src*N2;
+#endif
+
+
   LatticeFermion result(FGrid); result=zero;
   LatticeFermion    ref(FGrid);    ref=zero;
   LatticeFermion    tmp(FGrid);
   LatticeFermion    err(FGrid);
 
+  std::cout << GridLogMessage << "Drawing gauge field" << std::endl;
   LatticeGaugeField Umu(UGrid); 
-  random(RNG4,Umu);
-
-  LatticeGaugeField Umu5d(FGrid); 
+  SU3::HotConfiguration(RNG4,Umu); 
+  std::cout << GridLogMessage << "Random gauge initialised " << std::endl;
+#if 0
+  Umu=1.0;
+  for(int mu=0;mu<Nd;mu++){
+    LatticeColourMatrix ttmp(UGrid);
+    ttmp = PeekIndex<LorentzIndex>(Umu,mu);
+    //    if (mu !=2 ) ttmp = 0;
+    //    ttmp = ttmp* pow(10.0,mu);
+    PokeIndex<LorentzIndex>(Umu,ttmp,mu);
+  }
+  std::cout << GridLogMessage << "Forced to diagonal " << std::endl;
+#endif
 
+  ////////////////////////////////////
+  // Naive wilson implementation
+  ////////////////////////////////////
   // replicate across fifth dimension
+  LatticeGaugeField Umu5d(FGrid); 
+  std::vector<LatticeColourMatrix> U(4,FGrid);
   for(int ss=0;ss<Umu._grid->oSites();ss++){
     for(int s=0;s<Ls;s++){
       Umu5d._odata[Ls*ss+s] = Umu._odata[ss];
     }
   }
-
-  ////////////////////////////////////
-  // Naive wilson implementation
-  ////////////////////////////////////
-  std::vector<LatticeColourMatrix> U(4,FGrid);
   for(int mu=0;mu<Nd;mu++){
     U[mu] = PeekIndex<LorentzIndex>(Umu5d,mu);
   }
+  std::cout << GridLogMessage << "Setting up Cshift based reference " << std::endl;
 
   if (1)
   {
@@ -121,8 +152,6 @@ int main (int argc, char ** argv)
 
   RealD NP = UGrid->_Nprocessors;
 
-  DomainWallFermionR Dw(Umu,*FGrid,*FrbGrid,*UGrid,*UrbGrid,mass,M5);
-
   std::cout << GridLogMessage<< "*****************************************************************" <<std::endl;
   std::cout << GridLogMessage<< "* Kernel options --dslash-generic, --dslash-unroll, --dslash-asm" <<std::endl;
   std::cout << GridLogMessage<< "*****************************************************************" <<std::endl;
@@ -136,10 +165,13 @@ int main (int argc, char ** argv)
   if ( WilsonKernelsStatic::Opt == WilsonKernelsStatic::OptInlineAsm ) std::cout << GridLogMessage<< "* Using Asm Nc=3   WilsonKernels" <<std::endl;
   std::cout << GridLogMessage<< "*****************************************************************" <<std::endl;
 
-  int ncall =100;
+  DomainWallFermionR Dw(Umu,*FGrid,*FrbGrid,*UGrid,*UrbGrid,mass,M5);
+  int ncall =1000;
   if (1) {
     FGrid->Barrier();
     Dw.ZeroCounters();
+    Dw.Dhop(src,result,0);
+    std::cout<<GridLogMessage<<"Called warmup"<<std::endl;
     double t0=usecond();
     for(int i=0;i<ncall;i++){
       __SSC_START;
@@ -153,16 +185,53 @@ int main (int argc, char ** argv)
     double flops=1344*volume*ncall;
 
     std::cout<<GridLogMessage << "Called Dw "<<ncall<<" times in "<<t1-t0<<" us"<<std::endl;
-    std::cout<<GridLogMessage << "norm result "<< norm2(result)<<std::endl;
-    std::cout<<GridLogMessage << "norm ref    "<< norm2(ref)<<std::endl;
+    //    std::cout<<GridLogMessage << "norm result "<< norm2(result)<<std::endl;
+    //    std::cout<<GridLogMessage << "norm ref    "<< norm2(ref)<<std::endl;
     std::cout<<GridLogMessage << "mflop/s =   "<< flops/(t1-t0)<<std::endl;
     std::cout<<GridLogMessage << "mflop/s per rank =  "<< flops/(t1-t0)/NP<<std::endl;
     err = ref-result; 
     std::cout<<GridLogMessage << "norm diff   "<< norm2(err)<<std::endl;
+
+    /*
+    if(( norm2(err)>1.0e-4) ) { 
+      std::cout << "RESULT\n " << result<<std::endl;
+      std::cout << "REF   \n " << ref   <<std::endl;
+      std::cout << "ERR   \n " << err   <<std::endl;
+      FGrid->Barrier();
+      exit(-1);
+    }
+    */
     assert (norm2(err)< 1.0e-4 );
     Dw.Report();
   }
 
+  DomainWallFermionRL DwH(Umu,*FGrid,*FrbGrid,*UGrid,*UrbGrid,mass,M5);
+  if (1) {
+    FGrid->Barrier();
+    DwH.ZeroCounters();
+    DwH.Dhop(src,result,0);
+    double t0=usecond();
+    for(int i=0;i<ncall;i++){
+      __SSC_START;
+      DwH.Dhop(src,result,0);
+      __SSC_STOP;
+    }
+    double t1=usecond();
+    FGrid->Barrier();
+    
+    double volume=Ls;  for(int mu=0;mu<Nd;mu++) volume=volume*latt4[mu];
+    double flops=1344*volume*ncall;
+
+    std::cout<<GridLogMessage << "Called half prec comms Dw "<<ncall<<" times in "<<t1-t0<<" us"<<std::endl;
+    std::cout<<GridLogMessage << "mflop/s =   "<< flops/(t1-t0)<<std::endl;
+    std::cout<<GridLogMessage << "mflop/s per rank =  "<< flops/(t1-t0)/NP<<std::endl;
+    err = ref-result; 
+    std::cout<<GridLogMessage << "norm diff   "<< norm2(err)<<std::endl;
+
+    assert (norm2(err)< 1.0e-3 );
+    DwH.Report();
+  }
+
   if (1)
   {
 
@@ -182,21 +251,13 @@ int main (int argc, char ** argv)
     LatticeFermion sresult(sFGrid);
 
     WilsonFermion5DR sDw(Umu,*sFGrid,*sFrbGrid,*sUGrid,*sUrbGrid,M5);
-  
-    for(int x=0;x<latt4[0];x++){
-    for(int y=0;y<latt4[1];y++){
-    for(int z=0;z<latt4[2];z++){
-    for(int t=0;t<latt4[3];t++){
-    for(int s=0;s<Ls;s++){
-      std::vector<int> site({s,x,y,z,t});
-      SpinColourVector tmp;
-      peekSite(tmp,src,site);
-      pokeSite(tmp,ssrc,site);
-    }}}}}
+
+    localConvert(src,ssrc);
     std::cout<<GridLogMessage<< "src norms "<< norm2(src)<<" " <<norm2(ssrc)<<std::endl;
     FGrid->Barrier();
-    double t0=usecond();
+    sDw.Dhop(ssrc,sresult,0);
     sDw.ZeroCounters();
+    double t0=usecond();
     for(int i=0;i<ncall;i++){
       __SSC_START;
       sDw.Dhop(ssrc,sresult,0);
@@ -210,46 +271,47 @@ int main (int argc, char ** argv)
     std::cout<<GridLogMessage << "Called Dw s_inner "<<ncall<<" times in "<<t1-t0<<" us"<<std::endl;
     std::cout<<GridLogMessage << "mflop/s =   "<< flops/(t1-t0)<<std::endl;
     std::cout<<GridLogMessage << "mflop/s per rank =  "<< flops/(t1-t0)/NP<<std::endl;
+    //    std::cout<<GridLogMessage<< "res norms "<< norm2(result)<<" " <<norm2(sresult)<<std::endl;
     sDw.Report();
-  
-    if(0){
-      for(int i=0;i< PerformanceCounter::NumTypes(); i++ ){
-	sDw.Dhop(ssrc,sresult,0);
-	PerformanceCounter Counter(i);
-	Counter.Start();
-	sDw.Dhop(ssrc,sresult,0);
-	Counter.Stop();
-	Counter.Report();
-      }
-    }
-
-    std::cout<<GridLogMessage<< "res norms "<< norm2(result)<<" " <<norm2(sresult)<<std::endl;
-
     RealD sum=0;
-    for(int x=0;x<latt4[0];x++){
-    for(int y=0;y<latt4[1];y++){
-    for(int z=0;z<latt4[2];z++){
-    for(int t=0;t<latt4[3];t++){
-    for(int s=0;s<Ls;s++){
-      std::vector<int> site({s,x,y,z,t});
-      SpinColourVector normal, simd;
-      peekSite(normal,result,site);
-      peekSite(simd,sresult,site);
-      sum=sum+norm2(normal-simd);
-      if (norm2(normal-simd) > 1.0e-6 ) {
-	std::cout << "site "<<x<<","<<y<<","<<z<<","<<t<<","<<s<<" "<<norm2(normal-simd)<<std::endl;
-	std::cout << "site "<<x<<","<<y<<","<<z<<","<<t<<","<<s<<" normal "<<normal<<std::endl;
-	std::cout << "site "<<x<<","<<y<<","<<z<<","<<t<<","<<s<<" simd   "<<simd<<std::endl;
-      }
-    }}}}}
-    std::cout<<GridLogMessage<<" difference between normal and simd is "<<sum<<std::endl;
-    assert (sum< 1.0e-4 );
 
+    err=zero;
+    localConvert(sresult,err);
+    err = err - ref;
+    sum = norm2(err);
+    std::cout<<GridLogMessage<<" difference between normal ref and simd is "<<sum<<std::endl;
+    if(sum > 1.0e-4 ){
+      std::cout<< "sD REF\n " <<ref << std::endl;
+      std::cout<< "sD ERR   \n " <<err  <<std::endl;
+    }
+    //    assert(sum < 1.0e-4);
 
-    if (1) {
+    err=zero;
+    localConvert(sresult,err);
+    err = err - result;
+    sum = norm2(err);
+    std::cout<<GridLogMessage<<" difference between normal result and simd is "<<sum<<std::endl;
+    if(sum > 1.0e-4 ){
+      std::cout<< "sD REF\n " <<result << std::endl;
+      std::cout<< "sD ERR   \n " << err  <<std::endl;
+    }
+    assert(sum < 1.0e-4);
+    
+    if(1){
+      std::cout << GridLogMessage<< "*********************************************************" <<std::endl;
+      std::cout << GridLogMessage<< "* Benchmarking WilsonFermion5D<DomainWallVec5dImplR>::DhopEO "<<std::endl;
+      std::cout << GridLogMessage<< "* Vectorising fifth dimension by "<<vComplex::Nsimd()<<std::endl;
+      if ( sizeof(Real)==4 )   std::cout << GridLogMessage<< "* SINGLE precision "<<std::endl;
+      if ( sizeof(Real)==8 )   std::cout << GridLogMessage<< "* DOUBLE precision "<<std::endl;
+      if ( WilsonKernelsStatic::Opt == WilsonKernelsStatic::OptGeneric   ) 
+	std::cout << GridLogMessage<< "* Using GENERIC Nc WilsonKernels" <<std::endl;
+      if ( WilsonKernelsStatic::Opt == WilsonKernelsStatic::OptHandUnroll) 
+	std::cout << GridLogMessage<< "* Using Nc=3       WilsonKernels" <<std::endl;
+      if ( WilsonKernelsStatic::Opt == WilsonKernelsStatic::OptInlineAsm ) 
+	std::cout << GridLogMessage<< "* Using Asm Nc=3   WilsonKernels" <<std::endl;
+      std::cout << GridLogMessage<< "*********************************************************" <<std::endl;
 
       LatticeFermion sr_eo(sFGrid);
-
       LatticeFermion ssrc_e (sFrbGrid);
       LatticeFermion ssrc_o (sFrbGrid);
       LatticeFermion sr_e   (sFrbGrid);
@@ -257,33 +319,23 @@ int main (int argc, char ** argv)
 
       pickCheckerboard(Even,ssrc_e,ssrc);
       pickCheckerboard(Odd,ssrc_o,ssrc);
-
-      setCheckerboard(sr_eo,ssrc_o);
-      setCheckerboard(sr_eo,ssrc_e);
+      //      setCheckerboard(sr_eo,ssrc_o);
+      //      setCheckerboard(sr_eo,ssrc_e);
 
       sr_e = zero;
       sr_o = zero;
 
-      std::cout << GridLogMessage<< "*********************************************************" <<std::endl;
-      std::cout << GridLogMessage<< "* Benchmarking WilsonFermion5D<DomainWallVec5dImplR>::DhopEO "<<std::endl;
-      std::cout << GridLogMessage<< "* Vectorising fifth dimension by "<<vComplex::Nsimd()<<std::endl;
-      if ( sizeof(Real)==4 )   std::cout << GridLogMessage<< "* SINGLE precision "<<std::endl;
-      if ( sizeof(Real)==8 )   std::cout << GridLogMessage<< "* DOUBLE precision "<<std::endl;
-      if ( WilsonKernelsStatic::Opt == WilsonKernelsStatic::OptGeneric   ) std::cout << GridLogMessage<< "* Using GENERIC Nc WilsonKernels" <<std::endl;
-      if ( WilsonKernelsStatic::Opt == WilsonKernelsStatic::OptHandUnroll) std::cout << GridLogMessage<< "* Using Nc=3       WilsonKernels" <<std::endl;
-      if ( WilsonKernelsStatic::Opt == WilsonKernelsStatic::OptInlineAsm ) std::cout << GridLogMessage<< "* Using Asm Nc=3   WilsonKernels" <<std::endl;
-      std::cout << GridLogMessage<< "*********************************************************" <<std::endl;
-
       FGrid->Barrier();
+      sDw.DhopEO(ssrc_o, sr_e, DaggerNo);
       sDw.ZeroCounters();
-      sDw.stat.init("DhopEO");
+      //      sDw.stat.init("DhopEO");
       double t0=usecond();
       for (int i = 0; i < ncall; i++) {
         sDw.DhopEO(ssrc_o, sr_e, DaggerNo);
       }
       double t1=usecond();
       FGrid->Barrier();
-      sDw.stat.print();
+      //      sDw.stat.print();
 
       double volume=Ls;  for(int mu=0;mu<Nd;mu++) volume=volume*latt4[mu];
       double flops=(1344.0*volume*ncall)/2;
@@ -298,22 +350,26 @@ int main (int argc, char ** argv)
 
       pickCheckerboard(Even,ssrc_e,sresult);
       pickCheckerboard(Odd ,ssrc_o,sresult);
+
       ssrc_e = ssrc_e - sr_e;
       RealD error = norm2(ssrc_e);
-
       std::cout<<GridLogMessage << "sE norm diff   "<< norm2(ssrc_e)<< "  vec nrm"<<norm2(sr_e) <<std::endl;
-      ssrc_o = ssrc_o - sr_o;
 
+      ssrc_o = ssrc_o - sr_o;
       error+= norm2(ssrc_o);
       std::cout<<GridLogMessage << "sO norm diff   "<< norm2(ssrc_o)<< "  vec nrm"<<norm2(sr_o) <<std::endl;
-      if(error>1.0e-4) { 
+
+      if(( error>1.0e-4) ) { 
 	setCheckerboard(ssrc,ssrc_o);
 	setCheckerboard(ssrc,ssrc_e);
-	std::cout<< ssrc << std::endl;
+	std::cout<< "DIFF\n " <<ssrc << std::endl;
+	setCheckerboard(ssrc,sr_o);
+	setCheckerboard(ssrc,sr_e);
+	std::cout<< "CBRESULT\n " <<ssrc << std::endl;
+	std::cout<< "RESULT\n " <<sresult<< std::endl;
       }
+      assert(error<1.0e-4);
     }
-
-
   }
 
   if (1)
@@ -324,25 +380,30 @@ int main (int argc, char ** argv)
       //    ref =  src - Gamma(Gamma::Algebra::GammaX)* src ; // 1+gamma_x
       tmp = U[mu]*Cshift(src,mu+1,1);
       for(int i=0;i<ref._odata.size();i++){
-  ref._odata[i]+= tmp._odata[i] + Gamma(Gmu[mu])*tmp._odata[i]; ;
+	ref._odata[i]+= tmp._odata[i] + Gamma(Gmu[mu])*tmp._odata[i]; ;
       }
 
       tmp =adj(U[mu])*src;
       tmp =Cshift(tmp,mu+1,-1);
       for(int i=0;i<ref._odata.size();i++){
-  ref._odata[i]+= tmp._odata[i] - Gamma(Gmu[mu])*tmp._odata[i]; ;
+	ref._odata[i]+= tmp._odata[i] - Gamma(Gmu[mu])*tmp._odata[i]; ;
       }
     }
     ref = -0.5*ref;
   }
+  //  dump=1;
   Dw.Dhop(src,result,1);
   std::cout << GridLogMessage << "Compare to naive wilson implementation Dag to verify correctness" << std::endl;
   std::cout<<GridLogMessage << "Called DwDag"<<std::endl;
-  std::cout<<GridLogMessage << "norm result "<< norm2(result)<<std::endl;
-  std::cout<<GridLogMessage << "norm ref    "<< norm2(ref)<<std::endl;
+  std::cout<<GridLogMessage << "norm dag result "<< norm2(result)<<std::endl;
+  std::cout<<GridLogMessage << "norm dag ref    "<< norm2(ref)<<std::endl;
   err = ref-result; 
-  std::cout<<GridLogMessage << "norm diff   "<< norm2(err)<<std::endl;
-  assert(norm2(err)<1.0e-4);
+  std::cout<<GridLogMessage << "norm dag diff   "<< norm2(err)<<std::endl;
+  if((norm2(err)>1.0e-4)){
+	std::cout<< "DAG RESULT\n "  <<ref     << std::endl;
+	std::cout<< "DAG sRESULT\n " <<result  << std::endl;
+	std::cout<< "DAG ERR   \n "  << err    <<std::endl;
+  }
   LatticeFermion src_e (FrbGrid);
   LatticeFermion src_o (FrbGrid);
   LatticeFermion r_e   (FrbGrid);
@@ -350,13 +411,18 @@ int main (int argc, char ** argv)
   LatticeFermion r_eo  (FGrid);
 
 
-  std::cout<<GridLogMessage << "Calling Deo and Doe and assert Deo+Doe == Dunprec"<<std::endl;
+  std::cout<<GridLogMessage << "Calling Deo and Doe and //assert Deo+Doe == Dunprec"<<std::endl;
   pickCheckerboard(Even,src_e,src);
   pickCheckerboard(Odd,src_o,src);
 
   std::cout<<GridLogMessage << "src_e"<<norm2(src_e)<<std::endl;
   std::cout<<GridLogMessage << "src_o"<<norm2(src_o)<<std::endl;
 
+
+  // S-direction is INNERMOST and takes no part in the parity.
+  static int Opt;  // these are a temporary hack
+  static int Comms;  // these are a temporary hack
+
   std::cout << GridLogMessage<< "*********************************************************" <<std::endl;
   std::cout << GridLogMessage<< "* Benchmarking DomainWallFermionR::DhopEO                "<<std::endl;
   std::cout << GridLogMessage<< "* Vectorising space-time by "<<vComplex::Nsimd()<<std::endl;
@@ -369,6 +435,7 @@ int main (int argc, char ** argv)
   {
     Dw.ZeroCounters();
     FGrid->Barrier();
+    Dw.DhopEO(src_o,r_e,DaggerNo);
     double t0=usecond();
     for(int i=0;i<ncall;i++){
       Dw.DhopEO(src_o,r_e,DaggerNo);
@@ -396,14 +463,19 @@ int main (int argc, char ** argv)
 
   err = r_eo-result; 
   std::cout<<GridLogMessage << "norm diff   "<< norm2(err)<<std::endl;
-  assert(norm2(err)<1.0e-4);
+  if((norm2(err)>1.0e-4)){
+	std::cout<< "Deo RESULT\n " <<r_eo << std::endl;
+	std::cout<< "Deo REF\n " <<result  << std::endl;
+	std::cout<< "Deo ERR   \n " << err <<std::endl;
+  }
 
   pickCheckerboard(Even,src_e,err);
   pickCheckerboard(Odd,src_o,err);
   std::cout<<GridLogMessage << "norm diff even  "<< norm2(src_e)<<std::endl;
   std::cout<<GridLogMessage << "norm diff odd   "<< norm2(src_o)<<std::endl;
-  assert(norm2(src_e)<1.0e-4);
-  assert(norm2(src_o)<1.0e-4);
+
+  //assert(norm2(src_e)<1.0e-4);
+  //assert(norm2(src_o)<1.0e-4);
 
   Grid_finalize();
 }

benchmarks/Benchmark_memory_asynch.cc

@@ -66,7 +66,8 @@ int main (int argc, char ** argv)
 
     Vec tsum; tsum = zero;
 
-    GridParallelRNG          pRNG(&Grid);      pRNG.SeedRandomDevice();
+    GridParallelRNG          pRNG(&Grid);      
+    pRNG.SeedFixedIntegers(std::vector<int>({56,17,89,101}));
 
     std::vector<double> stop(threads);
     Vector<Vec> sum(threads);
@@ -77,8 +78,7 @@ int main (int argc, char ** argv)
     }
 
     double start=usecond();
-PARALLEL_FOR_LOOP
-    for(int t=0;t<threads;t++){
+    parallel_for(int t=0;t<threads;t++){
 
       sum[t] = x[t]._odata[0];
       for(int i=0;i<Nloop;i++){

benchmarks/Benchmark_memory_bandwidth.cc

@@ -65,7 +65,7 @@ int main (int argc, char ** argv)
 
       uint64_t Nloop=NLOOP;
 
-      //      GridParallelRNG          pRNG(&Grid);      pRNG.SeedRandomDevice();
+      //      GridParallelRNG          pRNG(&Grid);      pRNG.SeedFixedIntegers(std::vector<int>({45,12,81,9});
 
       LatticeVec z(&Grid); //random(pRNG,z);
       LatticeVec x(&Grid); //random(pRNG,x);
@@ -100,7 +100,7 @@ int main (int argc, char ** argv)
       int vol = latt_size[0]*latt_size[1]*latt_size[2]*latt_size[3];
       GridCartesian     Grid(latt_size,simd_layout,mpi_layout);
 
-      //      GridParallelRNG          pRNG(&Grid);      pRNG.SeedRandomDevice();
+      //      GridParallelRNG          pRNG(&Grid);      pRNG.SeedFixedIntegers(std::vector<int>({45,12,81,9});
 
       LatticeVec z(&Grid); //random(pRNG,z);
       LatticeVec x(&Grid); //random(pRNG,x);
@@ -138,7 +138,7 @@ int main (int argc, char ** argv)
 
       GridCartesian     Grid(latt_size,simd_layout,mpi_layout);
 
-      //      GridParallelRNG          pRNG(&Grid);      pRNG.SeedRandomDevice();
+      //      GridParallelRNG          pRNG(&Grid);      pRNG.SeedFixedIntegers(std::vector<int>({45,12,81,9});
 
       LatticeVec z(&Grid); //random(pRNG,z);
       LatticeVec x(&Grid); //random(pRNG,x);
@@ -173,7 +173,7 @@ int main (int argc, char ** argv)
       uint64_t Nloop=NLOOP;
       GridCartesian     Grid(latt_size,simd_layout,mpi_layout);
 
-      //      GridParallelRNG          pRNG(&Grid);      pRNG.SeedRandomDevice();
+      //      GridParallelRNG          pRNG(&Grid);      pRNG.SeedFixedIntegers(std::vector<int>({45,12,81,9});
       LatticeVec z(&Grid); //random(pRNG,z);
       LatticeVec x(&Grid); //random(pRNG,x);
       LatticeVec y(&Grid); //random(pRNG,y);

benchmarks/Benchmark_staggered.cc

@@ -0,0 +1,134 @@
+    /*************************************************************************************
+
+    Grid physics library, www.github.com/paboyle/Grid 
+
+    Source file: ./benchmarks/Benchmark_staggered.cc
+
+    Copyright (C) 2015
+
+Author: Peter Boyle <paboyle@ph.ed.ac.uk>
+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 */
+#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(latt_size,simd_layout,mpi_layout);
+
+  int threads = GridThread::GetThreads();
+  std::cout<<GridLogMessage << "Grid is setup to use "<<threads<<" threads"<<std::endl;
+  std::cout<<GridLogMessage << "Grid floating point word size is REALF"<< sizeof(RealF)<<std::endl;
+  std::cout<<GridLogMessage << "Grid floating point word size is REALD"<< sizeof(RealD)<<std::endl;
+  std::cout<<GridLogMessage << "Grid floating point word size is REAL"<< sizeof(Real)<<std::endl;
+
+  std::vector<int> seeds({1,2,3,4});
+  GridParallelRNG          pRNG(&Grid);
+  pRNG.SeedFixedIntegers(seeds);
+  //  pRNG.SeedFixedIntegers(std::vector<int>({45,12,81,9});
+
+  typedef typename ImprovedStaggeredFermionR::FermionField FermionField; 
+  typename ImprovedStaggeredFermionR::ImplParams params; 
+
+  FermionField src   (&Grid); random(pRNG,src);
+  FermionField result(&Grid); result=zero;
+  FermionField    ref(&Grid);    ref=zero;
+  FermionField    tmp(&Grid);    tmp=zero;
+  FermionField    err(&Grid);    tmp=zero;
+  LatticeGaugeField Umu(&Grid); random(pRNG,Umu);
+  std::vector<LatticeColourMatrix> U(4,&Grid);
+
+  double volume=1;
+  for(int mu=0;mu<Nd;mu++){
+    volume=volume*latt_size[mu];
+  }  
+
+  // Only one non-zero (y)
+#if 0
+  Umu=zero;
+  Complex cone(1.0,0.0);
+  for(int nn=0;nn<Nd;nn++){
+    random(pRNG,U[nn]);
+    if(1) {
+      if (nn!=2) { U[nn]=zero; std::cout<<GridLogMessage << "zeroing gauge field in dir "<<nn<<std::endl; }
+      //      else       { U[nn]= cone;std::cout<<GridLogMessage << "unit gauge field in dir "<<nn<<std::endl; }
+      else       { std::cout<<GridLogMessage << "random gauge field in dir "<<nn<<std::endl; }
+    }
+    PokeIndex<LorentzIndex>(Umu,U[nn],nn);
+  }
+#endif
+
+  for(int mu=0;mu<Nd;mu++){
+    U[mu] = PeekIndex<LorentzIndex>(Umu,mu);
+  }
+  ref = zero;
+  /*  
+  { // Naive wilson implementation
+    ref = zero;
+    for(int mu=0;mu<Nd;mu++){
+      //    ref =  src + Gamma(Gamma::GammaX)* src ; // 1-gamma_x
+      tmp = U[mu]*Cshift(src,mu,1);
+      for(int i=0;i<ref._odata.size();i++){
+	ref._odata[i]+= tmp._odata[i] - Gamma(Gmu[mu])*tmp._odata[i]; ;
+      }
+
+      tmp =adj(U[mu])*src;
+      tmp =Cshift(tmp,mu,-1);
+      for(int i=0;i<ref._odata.size();i++){
+	ref._odata[i]+= tmp._odata[i] + Gamma(Gmu[mu])*tmp._odata[i]; ;
+      }
+    }
+  }
+  ref = -0.5*ref;
+  */
+
+  RealD mass=0.1;
+  RealD c1=9.0/8.0;
+  RealD c2=-1.0/24.0;
+  RealD u0=1.0;
+  ImprovedStaggeredFermionR Ds(Umu,Umu,Grid,RBGrid,mass,c1,c2,u0,params);
+  
+  std::cout<<GridLogMessage << "Calling Ds"<<std::endl;
+  int ncall=1000;
+  double t0=usecond();
+  for(int i=0;i<ncall;i++){
+    Ds.Dhop(src,result,0);
+  }
+  double t1=usecond();
+  double flops=(16*(3*(6+8+8)) + 15*3*2)*volume*ncall; // == 66*16 +  == 1146
+  
+  std::cout<<GridLogMessage << "Called Ds"<<std::endl;
+  std::cout<<GridLogMessage << "norm result "<< norm2(result)<<std::endl;
+  std::cout<<GridLogMessage << "norm ref    "<< norm2(ref)<<std::endl;
+  std::cout<<GridLogMessage << "mflop/s =   "<< flops/(t1-t0)<<std::endl;
+  err = ref-result; 
+  std::cout<<GridLogMessage << "norm diff   "<< norm2(err)<<std::endl;
+
+  Grid_finalize();
+}

benchmarks/Benchmark_su3.cc

@@ -55,7 +55,7 @@ int main (int argc, char ** argv)
       std::vector<int> latt_size  ({lat*mpi_layout[0],lat*mpi_layout[1],lat*mpi_layout[2],lat*mpi_layout[3]});
       int vol = latt_size[0]*latt_size[1]*latt_size[2]*latt_size[3];
       GridCartesian     Grid(latt_size,simd_layout,mpi_layout);
-      //      GridParallelRNG          pRNG(&Grid);      pRNG.SeedRandomDevice();
+      //      GridParallelRNG          pRNG(&Grid);      pRNG.SeedFixedIntegers(std::vector<int>({45,12,81,9});
 
       LatticeColourMatrix z(&Grid);// random(pRNG,z);
       LatticeColourMatrix x(&Grid);// random(pRNG,x);
@@ -88,7 +88,7 @@ int main (int argc, char ** argv)
       int vol = latt_size[0]*latt_size[1]*latt_size[2]*latt_size[3];
 
       GridCartesian     Grid(latt_size,simd_layout,mpi_layout);
-      //      GridParallelRNG          pRNG(&Grid);      pRNG.SeedRandomDevice();
+      //      GridParallelRNG          pRNG(&Grid);      pRNG.SeedFixedIntegers(std::vector<int>({45,12,81,9});
 
       LatticeColourMatrix z(&Grid); //random(pRNG,z);
       LatticeColourMatrix x(&Grid); //random(pRNG,x);
@@ -119,7 +119,7 @@ int main (int argc, char ** argv)
       int vol = latt_size[0]*latt_size[1]*latt_size[2]*latt_size[3];
 
       GridCartesian     Grid(latt_size,simd_layout,mpi_layout);
-      //      GridParallelRNG          pRNG(&Grid);      pRNG.SeedRandomDevice();
+      //      GridParallelRNG          pRNG(&Grid);      pRNG.SeedFixedIntegers(std::vector<int>({45,12,81,9});
 
       LatticeColourMatrix z(&Grid); //random(pRNG,z);
       LatticeColourMatrix x(&Grid); //random(pRNG,x);
@@ -150,7 +150,7 @@ int main (int argc, char ** argv)
       int vol = latt_size[0]*latt_size[1]*latt_size[2]*latt_size[3];
 
       GridCartesian     Grid(latt_size,simd_layout,mpi_layout);
-      //      GridParallelRNG          pRNG(&Grid);      pRNG.SeedRandomDevice();
+      //      GridParallelRNG          pRNG(&Grid);      pRNG.SeedFixedIntegers(std::vector<int>({45,12,81,9});
 
       LatticeColourMatrix z(&Grid); //random(pRNG,z);
       LatticeColourMatrix x(&Grid); //random(pRNG,x);

benchmarks/Benchmark_wilson.cc

@@ -69,7 +69,7 @@ int main (int argc, char ** argv)
   std::vector<int> seeds({1,2,3,4});
   GridParallelRNG          pRNG(&Grid);
   pRNG.SeedFixedIntegers(seeds);
-  //  pRNG.SeedRandomDevice();
+  //  pRNG.SeedFixedIntegers(std::vector<int>({45,12,81,9});
 
   LatticeFermion src   (&Grid); random(pRNG,src);
   LatticeFermion result(&Grid); result=zero;

configure.ac

@@ -83,6 +83,18 @@ case ${ac_LAPACK} in
         AC_DEFINE([USE_LAPACK],[1],[use LAPACK]);;
 esac
 
+############### FP16 conversions
+AC_ARG_ENABLE([sfw-fp16],
+    [AC_HELP_STRING([--enable-sfw-fp16=yes|no], [enable software fp16 comms])], 
+    [ac_SFW_FP16=${enable_sfw_fp16}], [ac_SFW_FP16=yes])
+case ${ac_SFW_FP16} in
+    yes)
+      AC_DEFINE([SFW_FP16],[1],[software conversion to fp16]);;
+    no);;
+    *)
+      AC_MSG_ERROR(["SFW FP16 option not supported ${ac_SFW_FP16}"]);;
+esac
+
 ############### MKL
 AC_ARG_ENABLE([mkl],
     [AC_HELP_STRING([--enable-mkl=yes|no|prefix], [enable Intel MKL for LAPACK & FFTW])],
@@ -176,19 +188,26 @@ case ${ax_cv_cxx_compiler_vendor} in
     case ${ac_SIMD} in
       SSE4)
         AC_DEFINE([SSE4],[1],[SSE4 intrinsics])
-        SIMD_FLAGS='-msse4.2';;
+	case ${ac_SFW_FP16} in
+	  yes)
+	  SIMD_FLAGS='-msse4.2';;
+	  no)
+	  SIMD_FLAGS='-msse4.2 -mf16c';;
+	  *)
+          AC_MSG_ERROR(["SFW_FP16 must be either yes or no value ${ac_SFW_FP16} "]);;
+	esac;;
       AVX)
         AC_DEFINE([AVX1],[1],[AVX intrinsics])
-        SIMD_FLAGS='-mavx';;
+        SIMD_FLAGS='-mavx -mf16c';;
       AVXFMA4)
         AC_DEFINE([AVXFMA4],[1],[AVX intrinsics with FMA4])
-        SIMD_FLAGS='-mavx -mfma4';;
+        SIMD_FLAGS='-mavx -mfma4 -mf16c';;
       AVXFMA)
         AC_DEFINE([AVXFMA],[1],[AVX intrinsics with FMA3])
-        SIMD_FLAGS='-mavx -mfma';;
+        SIMD_FLAGS='-mavx -mfma -mf16c';;
       AVX2)
         AC_DEFINE([AVX2],[1],[AVX2 intrinsics])
-        SIMD_FLAGS='-mavx2 -mfma';;
+        SIMD_FLAGS='-mavx2 -mfma -mf16c';;
       AVX512)
         AC_DEFINE([AVX512],[1],[AVX512 intrinsics])
         SIMD_FLAGS='-mavx512f -mavx512pf -mavx512er -mavx512cd';;
@@ -321,7 +340,7 @@ AM_CONDITIONAL(BUILD_COMMS_NONE,  [ test "${comms_type}X" == "noneX" ])
 ############### RNG selection
 AC_ARG_ENABLE([rng],[AC_HELP_STRING([--enable-rng=ranlux48|mt19937|sitmo],\
 	            [Select Random Number Generator to be used])],\
-	            [ac_RNG=${enable_rng}],[ac_RNG=ranlux48])
+	            [ac_RNG=${enable_rng}],[ac_RNG=sitmo])
 
 case ${ac_RNG} in
      ranlux48)
@@ -401,6 +420,7 @@ AC_CONFIG_FILES(tests/hadrons/Makefile)
 AC_CONFIG_FILES(tests/hmc/Makefile)
 AC_CONFIG_FILES(tests/solver/Makefile)
 AC_CONFIG_FILES(tests/qdpxx/Makefile)
+AC_CONFIG_FILES(tests/testu01/Makefile)
 AC_CONFIG_FILES(benchmarks/Makefile)
 AC_CONFIG_FILES(extras/Makefile)
 AC_CONFIG_FILES(extras/Hadrons/Makefile)
@@ -409,7 +429,6 @@ AC_OUTPUT
 echo "~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 Summary of configuration for $PACKAGE v$VERSION
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-
 ----- PLATFORM ----------------------------------------
 architecture (build)        : $build_cpu
 os (build)                  : $build_os
@@ -422,6 +441,7 @@ SIMD                        : ${ac_SIMD}${SIMD_GEN_WIDTH_MSG}
 Threading                   : ${ac_openmp} 
 Communications type         : ${comms_type}
 Default precision           : ${ac_PRECISION}
+Software FP16 conversion    : ${ac_SFW_FP16}
 RNG choice                  : ${ac_RNG} 
 GMP                         : `if test "x$have_gmp" = xtrue; then echo yes; else echo no; fi`
 LAPACK                      : ${ac_LAPACK}

lib/Grid.h

@@ -38,52 +38,10 @@ Author: paboyle <paboyle@ph.ed.ac.uk>
 #ifndef GRID_H
 #define GRID_H
 
-///////////////////
-// Std C++ dependencies
-///////////////////
-#include <cassert>
-#include <complex>
-#include <vector>
-#include <iostream>
-#include <iomanip>
-#include <random>
-#include <functional>
-#include <stdio.h>
-#include <stdlib.h>
-#include <stdio.h>
-#include <signal.h>
-#include <ctime>
-#include <sys/time.h>
-#include <chrono>
-
-///////////////////
-// Grid headers
-///////////////////
-#include "Config.h"
-#include <Grid/Timer.h>
-#include <Grid/PerfCount.h>
-#include <Grid/Log.h>
-#include <Grid/AlignedAllocator.h>
-#include <Grid/Simd.h>
-#include <Grid/serialisation/Serialisation.h>
-#include <Grid/Threads.h>
-#include <Grid/Lexicographic.h>
-#include <Grid/Init.h>
-#include <Grid/Communicator.h> 
-#include <Grid/Cartesian.h>    
-#include <Grid/Tensors.h>      
-#include <Grid/Lattice.h>      
-#include <Grid/Cshift.h>       
-#include <Grid/Stencil.h>      
-#include <Grid/Algorithms.h>   
-#include <Grid/parallelIO/BinaryIO.h>
-#include <Grid/FFT.h>
-
-#include <Grid/qcd/QCD.h>
-#include <Grid/parallelIO/NerscIO.h>
-#include <Grid/qcd/hmc/NerscCheckpointer.h>
-#include <Grid/qcd/hmc/HmcRunner.h>
-
-
+#include <Grid/GridCore.h>
+#include <Grid/GridQCDcore.h>
+#include <Grid/qcd/action/Action.h>
+#include <Grid/qcd/smearing/Smearing.h>
+#include <Grid/qcd/hmc/HMC_aggregate.h>
 
 #endif

lib/GridCore.h

@@ -0,0 +1,81 @@
+    /*************************************************************************************
+
+    Grid physics library, www.github.com/paboyle/Grid 
+
+    Source file: ./lib/Grid.h
+
+    Copyright (C) 2015
+
+Author: Peter Boyle <paboyle@ph.ed.ac.uk>
+Author: azusayamaguchi <ayamaguc@YAMAKAZE.local>
+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 */
+//
+//  Grid.h
+//  simd
+//
+//  Created by Peter Boyle on 09/05/2014.
+//  Copyright (c) 2014 University of Edinburgh. All rights reserved.
+//
+
+#ifndef GRID_BASE_H
+#define GRID_BASE_H
+
+///////////////////
+// Std C++ dependencies
+///////////////////
+#include <cassert>
+#include <complex>
+#include <vector>
+#include <iostream>
+#include <iomanip>
+#include <random>
+#include <functional>
+#include <stdio.h>
+#include <stdlib.h>
+#include <stdio.h>
+#include <signal.h>
+#include <ctime>
+#include <sys/time.h>
+#include <chrono>
+
+///////////////////
+// Grid headers
+///////////////////
+#include "Config.h"
+
+#include <Grid/perfmon/Timer.h>
+#include <Grid/perfmon/PerfCount.h>
+#include <Grid/log/Log.h>
+#include <Grid/allocator/AlignedAllocator.h>
+#include <Grid/simd/Simd.h>
+#include <Grid/serialisation/Serialisation.h>
+#include <Grid/threads/Threads.h>
+#include <Grid/util/Util.h>
+#include <Grid/communicator/Communicator.h> 
+#include <Grid/cartesian/Cartesian.h>    
+#include <Grid/tensors/Tensors.h>      
+#include <Grid/lattice/Lattice.h>      
+#include <Grid/cshift/Cshift.h>       
+#include <Grid/stencil/Stencil.h>      
+#include <Grid/parallelIO/BinaryIO.h>
+#include <Grid/algorithms/Algorithms.h>   
+
+#endif

lib/GridQCDcore.h

@@ -2,12 +2,12 @@
 
     Grid physics library, www.github.com/paboyle/Grid 
 
-    Source file: ./lib/qcd/hmc/HMC.cc
+    Source file: ./lib/Grid.h
 
     Copyright (C) 2015
 
 Author: Peter Boyle <paboyle@ph.ed.ac.uk>
-Author: neo <cossu@post.kek.jp>
+Author: azusayamaguchi <ayamaguc@YAMAKAZE.local>
 Author: paboyle <paboyle@ph.ed.ac.uk>
 
     This program is free software; you can redistribute it and/or modify
@@ -27,10 +27,16 @@ Author: paboyle <paboyle@ph.ed.ac.uk>
     See the full license in the file "LICENSE" in the top level distribution directory
     *************************************************************************************/
     /*  END LEGAL */
-#include <Grid/Grid.h>
+#ifndef GRID_QCD_CORE_H
+#define GRID_QCD_CORE_H
 
-namespace Grid{
-  namespace QCD{
+/////////////////////////
+// Core Grid QCD headers
+/////////////////////////
+#include <Grid/GridCore.h>
+#include <Grid/qcd/QCD.h>
+#include <Grid/qcd/spin/Spin.h>
+#include <Grid/qcd/utils/Utils.h>
+#include <Grid/qcd/representations/Representations.h>
 
-  }
-}
+#endif

lib/Old/Tensor_peek.h

@@ -1,154 +0,0 @@
-    /*************************************************************************************
-
-    Grid physics library, www.github.com/paboyle/Grid 
-
-    Source file: ./lib/Old/Tensor_peek.h
-
-    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 */
-#ifndef GRID_MATH_PEEK_H
-#define GRID_MATH_PEEK_H
-namespace Grid {
-
-//////////////////////////////////////////////////////////////////////////////
-// Peek on a specific index; returns a scalar in that index, tensor inherits rest
-//////////////////////////////////////////////////////////////////////////////
-// If we hit the right index, return scalar with no further recursion
-
-//template<int Level> inline ComplexF peekIndex(const ComplexF arg) { return arg;}
-//template<int Level> inline ComplexD peekIndex(const ComplexD arg) { return arg;}
-//template<int Level> inline RealF peekIndex(const RealF arg) { return arg;}
-//template<int Level> inline RealD peekIndex(const RealD arg) { return arg;}
-#if 0
-// Scalar peek, no indices
-template<int Level,class vtype,typename std::enable_if< iScalar<vtype>::TensorLevel == Level >::type * =nullptr> inline 
-  auto peekIndex(const iScalar<vtype> &arg) ->  iScalar<vtype> 
-{
-  return arg;
-}
-// Vector peek, one index
-template<int Level,class vtype,int N,typename std::enable_if< iScalar<vtype>::TensorLevel == Level >::type * =nullptr> inline 
-  auto peekIndex(const iVector<vtype,N> &arg,int i) -> iScalar<vtype> // Index matches
-{
-  iScalar<vtype> ret;                              // return scalar
-  ret._internal = arg._internal[i];
-  return ret;
-}
-// Matrix peek, two indices
-template<int Level,class vtype,int N,typename std::enable_if< iScalar<vtype>::TensorLevel == Level >::type * =nullptr> inline 
-  auto peekIndex(const iMatrix<vtype,N> &arg,int i,int j) ->  iScalar<vtype>
-{
-  iScalar<vtype> ret;                              // return scalar
-  ret._internal = arg._internal[i][j];
-  return ret;
-}
-
-/////////////
-// No match peek for scalar,vector,matrix must forward on either 0,1,2 args. Must have 9 routines with notvalue
-/////////////
-// scalar
-template<int Level,class vtype,typename std::enable_if< iScalar<vtype>::TensorLevel != Level >::type * =nullptr> inline 
-  auto peekIndex(const iScalar<vtype> &arg) -> iScalar<decltype(peekIndex<Level>(arg._internal))>
-{
-  iScalar<decltype(peekIndex<Level>(arg._internal))> ret;
-  ret._internal= peekIndex<Level>(arg._internal);
-  return ret;
-}
-template<int Level,class vtype, typename std::enable_if< iScalar<vtype>::TensorLevel != Level >::type * =nullptr> inline 
-  auto peekIndex(const iScalar<vtype> &arg,int i) ->  iScalar<decltype(peekIndex<Level>(arg._internal,i))> 
-{
-  iScalar<decltype(peekIndex<Level>(arg._internal,i))> ret;
-  ret._internal=peekIndex<Level>(arg._internal,i);
-  return ret;
-}
-template<int Level,class vtype, typename std::enable_if< iScalar<vtype>::TensorLevel != Level >::type * =nullptr> inline 
-  auto peekIndex(const iScalar<vtype> &arg,int i,int j) ->  iScalar<decltype(peekIndex<Level>(arg._internal,i,j))>
-{
-  iScalar<decltype(peekIndex<Level>(arg._internal,i,j))> ret;
-  ret._internal=peekIndex<Level>(arg._internal,i,j);
-  return ret;
-}
-// vector
-template<int Level,class vtype,int N, typename std::enable_if< iScalar<vtype>::TensorLevel != Level >::type * =nullptr> inline 
-auto peekIndex(const iVector<vtype,N> &arg) ->   iVector<decltype(peekIndex<Level>(arg._internal[0])),N>
-{
-  iVector<decltype(peekIndex<Level>(arg._internal[0])),N> ret;
-  for(int ii=0;ii<N;ii++){
-    ret._internal[ii]=peekIndex<Level>(arg._internal[ii]);
-  }
-  return ret;
-}
-template<int Level,class vtype,int N, typename std::enable_if< iScalar<vtype>::TensorLevel != Level >::type * =nullptr> inline 
-  auto peekIndex(const iVector<vtype,N> &arg,int i) ->  iVector<decltype(peekIndex<Level>(arg._internal[0],i)),N>
-{
-  iVector<decltype(peekIndex<Level>(arg._internal[0],i)),N> ret;
-  for(int ii=0;ii<N;ii++){
-    ret._internal[ii]=peekIndex<Level>(arg._internal[ii],i);
-  }
-  return ret;
-}
-template<int Level,class vtype,int N, typename std::enable_if< iScalar<vtype>::TensorLevel != Level >::type * =nullptr> inline 
-  auto peekIndex(const iVector<vtype,N> &arg,int i,int j) ->  iVector<decltype(peekIndex<Level>(arg._internal[0],i,j)),N> 
-{
-  iVector<decltype(peekIndex<Level>(arg._internal[0],i,j)),N> ret;
-  for(int ii=0;ii<N;ii++){
-    ret._internal[ii]=peekIndex<Level>(arg._internal[ii],i,j);
-  }
-  return ret;
-}
-
-// matrix
-template<int Level,class vtype,int N, typename std::enable_if< iScalar<vtype>::TensorLevel != Level >::type * =nullptr> inline 
-auto peekIndex(const iMatrix<vtype,N> &arg) ->   iMatrix<decltype(peekIndex<Level>(arg._internal[0][0])),N> 
-{
-  iMatrix<decltype(peekIndex<Level>(arg._internal[0][0])),N> ret;
-  for(int ii=0;ii<N;ii++){
-  for(int jj=0;jj<N;jj++){
-    ret._internal[ii][jj]=peekIndex<Level>(arg._internal[ii][jj]);// Could avoid this because peeking a scalar is dumb
-  }}
-  return ret;
-}
-template<int Level,class vtype,int N, typename std::enable_if< iScalar<vtype>::TensorLevel != Level >::type * =nullptr> inline 
-  auto peekIndex(const iMatrix<vtype,N> &arg,int i) ->   iMatrix<decltype(peekIndex<Level>(arg._internal[0][0],i)),N>
-{
-  iMatrix<decltype(peekIndex<Level>(arg._internal[0][0],i)),N> ret;
-  for(int ii=0;ii<N;ii++){
-  for(int jj=0;jj<N;jj++){
-    ret._internal[ii][jj]=peekIndex<Level>(arg._internal[ii][jj],i);
-  }}
-  return ret;
-}
-template<int Level,class vtype,int N, typename std::enable_if< iScalar<vtype>::TensorLevel != Level >::type * =nullptr> inline 
-  auto peekIndex(const iMatrix<vtype,N> &arg,int i,int j) ->   iMatrix<decltype(peekIndex<Level>(arg._internal[0][0],i,j)),N>
-{
-  iMatrix<decltype(peekIndex<Level>(arg._internal[0][0],i,j)),N> ret;
-  for(int ii=0;ii<N;ii++){
-  for(int jj=0;jj<N;jj++){
-    ret._internal[ii][jj]=peekIndex<Level>(arg._internal[ii][jj],i,j);
-  }}
-  return ret;
-}
-#endif
-
-
-}
-#endif

lib/Old/Tensor_poke.h

@@ -1,127 +0,0 @@
-    /*************************************************************************************
-
-    Grid physics library, www.github.com/paboyle/Grid 
-
-    Source file: ./lib/Old/Tensor_poke.h
-
-    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 */
-#ifndef GRID_MATH_POKE_H
-#define GRID_MATH_POKE_H
-namespace Grid {
-
-//////////////////////////////////////////////////////////////////////////////
-// Poke a specific index; 
-//////////////////////////////////////////////////////////////////////////////
-#if 0
-// Scalar poke
-template<int Level,class vtype,typename std::enable_if< iScalar<vtype>::TensorLevel == Level >::type * =nullptr> inline 
-  void pokeIndex(iScalar<vtype> &ret, const iScalar<vtype> &arg)
-{
-  ret._internal = arg._internal;
-}
-// Vector poke, one index
-template<int Level,class vtype,int N,typename std::enable_if< iScalar<vtype>::TensorLevel == Level >::type * =nullptr> inline 
-  void pokeIndex(iVector<vtype,N> &ret, const iScalar<vtype> &arg,int i)
-{
-  ret._internal[i] = arg._internal;
-}
-//Matrix poke, two indices
-template<int Level,class vtype,int N,typename std::enable_if< iScalar<vtype>::TensorLevel == Level >::type * =nullptr> inline 
-  void pokeIndex(iMatrix<vtype,N> &ret, const iScalar<vtype> &arg,int i,int j)
-{
-  ret._internal[i][j] = arg._internal;
-}
-
-/////////////
-// No match poke for scalar,vector,matrix must forward on either 0,1,2 args. Must have 9 routines with notvalue
-/////////////
-// scalar
-template<int Level,class vtype,typename std::enable_if< iScalar<vtype>::TensorLevel != Level >::type * =nullptr> inline 
-void pokeIndex(iScalar<vtype> &ret, const iScalar<decltype(peekIndex<Level>(ret._internal))>  &arg)
-{
-  pokeIndex<Level>(ret._internal,arg._internal);
-}
-template<int Level,class vtype,typename std::enable_if< iScalar<vtype>::TensorLevel != Level >::type * =nullptr> inline 
-  void pokeIndex(iScalar<vtype> &ret, const iScalar<decltype(peekIndex<Level>(ret._internal,0))> &arg, int i)
-		 
-{
-  pokeIndex<Level>(ret._internal,arg._internal,i);
-}
-template<int Level,class vtype,typename std::enable_if< iScalar<vtype>::TensorLevel != Level >::type * =nullptr> inline 
-  void pokeIndex(iScalar<vtype> &ret, const iScalar<decltype(peekIndex<Level>(ret._internal,0,0))> &arg,int i,int j)
-{
-  pokeIndex<Level>(ret._internal,arg._internal,i,j);
-}
-
-// Vector
-template<int Level,class vtype,int N,typename std::enable_if< iScalar<vtype>::TensorLevel != Level >::type * =nullptr> inline 
-  void pokeIndex(iVector<vtype,N> &ret, iVector<decltype(peekIndex<Level>(ret._internal)),N>  &arg)
-{
-  for(int ii=0;ii<N;ii++){
-    pokeIndex<Level>(ret._internal[ii],arg._internal[ii]);
-  }
-}
-template<int Level,class vtype,int N,typename std::enable_if< iScalar<vtype>::TensorLevel != Level >::type * =nullptr> inline 
-  void pokeIndex(iVector<vtype,N> &ret, const iVector<decltype(peekIndex<Level>(ret._internal,0)),N> &arg,int i)
-{
-  for(int ii=0;ii<N;ii++){
-    pokeIndex<Level>(ret._internal[ii],arg._internal[ii],i);
-  }
-}
-template<int Level,class vtype,int N,typename std::enable_if< iScalar<vtype>::TensorLevel != Level >::type * =nullptr> inline 
-  void pokeIndex(iVector<vtype,N> &ret, const iVector<decltype(peekIndex<Level>(ret._internal,0,0)),N> &arg,int i,int j)
-{
-  for(int ii=0;ii<N;ii++){
-    pokeIndex<Level>(ret._internal[ii],arg._internal[ii],i,j);
-  }
-}
-
-// Matrix
-template<int Level,class vtype,int N,typename std::enable_if< iScalar<vtype>::TensorLevel != Level >::type * =nullptr> inline 
-  void pokeIndex(iMatrix<vtype,N> &ret, const iMatrix<decltype(peekIndex<Level>(ret._internal)),N> &arg)		 
-{
-  for(int ii=0;ii<N;ii++){
-  for(int jj=0;jj<N;jj++){
-    pokeIndex<Level>(ret._internal[ii][jj],arg._internal[ii][jj]);
-  }}
-}
-template<int Level,class vtype,int N,typename std::enable_if< iScalar<vtype>::TensorLevel != Level >::type * =nullptr> inline 
-  void pokeIndex(iMatrix<vtype,N> &ret, const iMatrix<decltype(peekIndex<Level>(ret._internal,0)),N> &arg,int i)
-{
-  for(int ii=0;ii<N;ii++){
-  for(int jj=0;jj<N;jj++){
-    pokeIndex<Level>(ret._internal[ii][jj],arg._internal[ii][jj],i);
-  }}
-}
-template<int Level,class vtype,int N,typename std::enable_if< iScalar<vtype>::TensorLevel != Level >::type * =nullptr> inline 
-  void pokeIndex(iMatrix<vtype,N> &ret, const iMatrix<decltype(peekIndex<Level>(ret._internal,0,0)),N> &arg, int i,int j)
-{
-  for(int ii=0;ii<N;ii++){
-  for(int jj=0;jj<N;jj++){
-    pokeIndex<Level>(ret._internal[ii][jj],arg._internal[ii][jj],i,j);
-  }}
-}
-#endif
-
-}
-#endif

lib/algorithms/Algorithms.h

@@ -39,19 +39,17 @@ Author: Peter Boyle <paboyle@ph.ed.ac.uk>
 #include <Grid/algorithms/approx/MultiShiftFunction.h>
 
 #include <Grid/algorithms/iterative/ConjugateGradient.h>
-#include <Grid/algorithms/iterative/ConjugateGradientShifted.h>
 #include <Grid/algorithms/iterative/ConjugateResidual.h>
 #include <Grid/algorithms/iterative/NormalEquations.h>
 #include <Grid/algorithms/iterative/SchurRedBlack.h>
-
 #include <Grid/algorithms/iterative/ConjugateGradientMultiShift.h>
 #include <Grid/algorithms/iterative/ConjugateGradientMixedPrec.h>
 
 // Lanczos support
-#include <Grid/algorithms/iterative/MatrixUtils.h>
+//#include <Grid/algorithms/iterative/MatrixUtils.h>
 #include <Grid/algorithms/iterative/ImplicitlyRestartedLanczos.h>
-
 #include <Grid/algorithms/CoarsenedMatrix.h>
+#include <Grid/algorithms/FFT.h>
 
 // Eigen/lanczos
 // EigCg

lib/algorithms/CoarsenedMatrix.h

@@ -267,8 +267,7 @@ namespace Grid {
       SimpleCompressor<siteVector> compressor;
       Stencil.HaloExchange(in,compressor);
 
-PARALLEL_FOR_LOOP
-      for(int ss=0;ss<Grid()->oSites();ss++){
+      parallel_for(int ss=0;ss<Grid()->oSites();ss++){
         siteVector res = zero;
 	siteVector nbr;
 	int ptype;
@@ -380,8 +379,7 @@ PARALLEL_FOR_LOOP
 	  Subspace.ProjectToSubspace(oProj,oblock);
 	  //	  blockProject(iProj,iblock,Subspace.subspace);
 	  //	  blockProject(oProj,oblock,Subspace.subspace);
-PARALLEL_FOR_LOOP
-	  for(int ss=0;ss<Grid()->oSites();ss++){
+	  parallel_for(int ss=0;ss<Grid()->oSites();ss++){
 	    for(int j=0;j<nbasis;j++){
 	      if( disp!= 0 ) {
 		A[p]._odata[ss](j,i) = oProj._odata[ss](j);
@@ -427,7 +425,7 @@ PARALLEL_FOR_LOOP
 	A[p]=zero;
       }
 
-      GridParallelRNG  RNG(Grid()); RNG.SeedRandomDevice();
+      GridParallelRNG  RNG(Grid()); RNG.SeedFixedIntegers(std::vector<int>({55,72,19,17,34}));
       Lattice<iScalar<CComplex> > val(Grid()); random(RNG,val);
 
       Complex one(1.0);

lib/algorithms/approx/MultiShiftFunction.cc

@@ -25,7 +25,7 @@ Author: Azusa Yamaguchi <ayamaguc@staffmail.ed.ac.uk>
     See the full license in the file "LICENSE" in the top level distribution directory
     *************************************************************************************/
     /*  END LEGAL */
-#include <Grid/Grid.h>
+#include <Grid/GridCore.h>
 
 namespace Grid {
 double MultiShiftFunction::approx(double x)

lib/algorithms/iterative/BlockConjugateGradient.h

@@ -0,0 +1,366 @@
+/*************************************************************************************
+
+Grid physics library, www.github.com/paboyle/Grid
+
+Source file: ./lib/algorithms/iterative/BlockConjugateGradient.h
+
+Copyright (C) 2017
+
+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 */
+#ifndef GRID_BLOCK_CONJUGATE_GRADIENT_H
+#define GRID_BLOCK_CONJUGATE_GRADIENT_H
+
+
+namespace Grid {
+
+//////////////////////////////////////////////////////////////////////////
+// Block conjugate gradient. Dimension zero should be the block direction
+//////////////////////////////////////////////////////////////////////////
+template <class Field>
+class BlockConjugateGradient : public OperatorFunction<Field> {
+ public:
+
+  typedef typename Field::scalar_type scomplex;
+
+  const int blockDim = 0;
+
+  int Nblock;
+  bool ErrorOnNoConverge;  // throw an assert when the CG fails to converge.
+                           // Defaults true.
+  RealD Tolerance;
+  Integer MaxIterations;
+  Integer IterationsToComplete; //Number of iterations the CG took to finish. Filled in upon completion
+  
+  BlockConjugateGradient(RealD tol, Integer maxit, bool err_on_no_conv = true)
+    : Tolerance(tol),
+    MaxIterations(maxit),
+    ErrorOnNoConverge(err_on_no_conv){};
+
+void operator()(LinearOperatorBase<Field> &Linop, const Field &Src, Field &Psi) 
+{
+  int Orthog = 0; // First dimension is block dim
+  Nblock = Src._grid->_fdimensions[Orthog];
+
+  std::cout<<GridLogMessage<<" Block Conjugate Gradient : Orthog "<<Orthog<<" Nblock "<<Nblock<<std::endl;
+
+  Psi.checkerboard = Src.checkerboard;
+  conformable(Psi, Src);
+
+  Field P(Src);
+  Field AP(Src);
+  Field R(Src);
+  
+  Eigen::MatrixXcd m_pAp    = Eigen::MatrixXcd::Identity(Nblock,Nblock);
+  Eigen::MatrixXcd m_pAp_inv= Eigen::MatrixXcd::Identity(Nblock,Nblock);
+  Eigen::MatrixXcd m_rr     = Eigen::MatrixXcd::Zero(Nblock,Nblock);
+  Eigen::MatrixXcd m_rr_inv = Eigen::MatrixXcd::Zero(Nblock,Nblock);
+
+  Eigen::MatrixXcd m_alpha      = Eigen::MatrixXcd::Zero(Nblock,Nblock);
+  Eigen::MatrixXcd m_beta   = Eigen::MatrixXcd::Zero(Nblock,Nblock);
+
+  // Initial residual computation & set up
+  std::vector<RealD> residuals(Nblock);
+  std::vector<RealD> ssq(Nblock);
+
+  sliceNorm(ssq,Src,Orthog);
+  RealD sssum=0;
+  for(int b=0;b<Nblock;b++) sssum+=ssq[b];
+
+  sliceNorm(residuals,Src,Orthog);
+  for(int b=0;b<Nblock;b++){ assert(std::isnan(residuals[b])==0); }
+
+  sliceNorm(residuals,Psi,Orthog);
+  for(int b=0;b<Nblock;b++){ assert(std::isnan(residuals[b])==0); }
+
+  // Initial search dir is guess
+  Linop.HermOp(Psi, AP);
+  
+
+  /************************************************************************
+   * Block conjugate gradient (Stephen Pickles, thesis 1995, pp 71, O Leary 1980)
+   ************************************************************************
+   * O'Leary : R = B - A X
+   * O'Leary : P = M R ; preconditioner M = 1
+   * O'Leary : alpha = PAP^{-1} RMR
+   * O'Leary : beta  = RMR^{-1}_old RMR_new
+   * O'Leary : X=X+Palpha
+   * O'Leary : R_new=R_old-AP alpha
+   * O'Leary : P=MR_new+P beta
+   */
+
+  R = Src - AP;  
+  P = R;
+  sliceInnerProductMatrix(m_rr,R,R,Orthog);
+
+  GridStopWatch sliceInnerTimer;
+  GridStopWatch sliceMaddTimer;
+  GridStopWatch MatrixTimer;
+  GridStopWatch SolverTimer;
+  SolverTimer.Start();
+
+  int k;
+  for (k = 1; k <= MaxIterations; k++) {
+
+    RealD rrsum=0;
+    for(int b=0;b<Nblock;b++) rrsum+=real(m_rr(b,b));
+
+    std::cout << GridLogIterative << "\titeration "<<k<<" rr_sum "<<rrsum<<" ssq_sum "<< sssum
+	      <<" / "<<std::sqrt(rrsum/sssum) <<std::endl;
+
+    MatrixTimer.Start();
+    Linop.HermOp(P, AP);
+    MatrixTimer.Stop();
+
+    // Alpha
+    sliceInnerTimer.Start();
+    sliceInnerProductMatrix(m_pAp,P,AP,Orthog);
+    sliceInnerTimer.Stop();
+    m_pAp_inv = m_pAp.inverse();
+    m_alpha   = m_pAp_inv * m_rr ;
+
+    // Psi, R update
+    sliceMaddTimer.Start();
+    sliceMaddMatrix(Psi,m_alpha, P,Psi,Orthog);     // add alpha *  P to psi
+    sliceMaddMatrix(R  ,m_alpha,AP,  R,Orthog,-1.0);// sub alpha * AP to resid
+    sliceMaddTimer.Stop();
+
+    // Beta
+    m_rr_inv = m_rr.inverse();
+    sliceInnerTimer.Start();
+    sliceInnerProductMatrix(m_rr,R,R,Orthog);
+    sliceInnerTimer.Stop();
+    m_beta = m_rr_inv *m_rr;
+
+    // Search update
+    sliceMaddTimer.Start();
+    sliceMaddMatrix(AP,m_beta,P,R,Orthog);
+    sliceMaddTimer.Stop();
+    P= AP;
+
+    /*********************
+     * convergence monitor
+     *********************
+     */
+    RealD max_resid=0;
+    for(int b=0;b<Nblock;b++){
+      RealD rr = real(m_rr(b,b))/ssq[b];
+      if ( rr > max_resid ) max_resid = rr;
+    }
+    
+    if ( max_resid < Tolerance*Tolerance ) { 
+
+      SolverTimer.Stop();
+
+      std::cout << GridLogMessage<<"BlockCG converged in "<<k<<" iterations"<<std::endl;
+      for(int b=0;b<Nblock;b++){
+	std::cout << GridLogMessage<< "\t\tblock "<<b<<" resid "<< std::sqrt(real(m_rr(b,b))/ssq[b])<<std::endl;
+      }
+      std::cout << GridLogMessage<<"\tMax residual is "<<std::sqrt(max_resid)<<std::endl;
+
+      Linop.HermOp(Psi, AP);
+      AP = AP-Src;
+      std::cout << GridLogMessage <<"\tTrue residual is " << std::sqrt(norm2(AP)/norm2(Src)) <<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 << "\tInnerProd  " << sliceInnerTimer.Elapsed() <<std::endl;
+      std::cout << GridLogMessage << "\tMaddMatrix " << sliceMaddTimer.Elapsed()  <<std::endl;
+	    
+      IterationsToComplete = k;
+      return;
+    }
+
+  }
+  std::cout << GridLogMessage << "BlockConjugateGradient did NOT converge" << std::endl;
+
+  if (ErrorOnNoConverge) assert(0);
+  IterationsToComplete = k;
+}
+};
+
+
+//////////////////////////////////////////////////////////////////////////
+// multiRHS conjugate gradient. Dimension zero should be the block direction
+//////////////////////////////////////////////////////////////////////////
+template <class Field>
+class MultiRHSConjugateGradient : public OperatorFunction<Field> {
+ public:
+
+  typedef typename Field::scalar_type scomplex;
+
+  const int blockDim = 0;
+
+  int Nblock;
+  bool ErrorOnNoConverge;  // throw an assert when the CG fails to converge.
+                           // Defaults true.
+  RealD Tolerance;
+  Integer MaxIterations;
+  Integer IterationsToComplete; //Number of iterations the CG took to finish. Filled in upon completion
+  
+   MultiRHSConjugateGradient(RealD tol, Integer maxit, bool err_on_no_conv = true)
+    : Tolerance(tol),
+    MaxIterations(maxit),
+    ErrorOnNoConverge(err_on_no_conv){};
+
+void operator()(LinearOperatorBase<Field> &Linop, const Field &Src, Field &Psi) 
+{
+  int Orthog = 0; // First dimension is block dim
+  Nblock = Src._grid->_fdimensions[Orthog];
+
+  std::cout<<GridLogMessage<<"MultiRHS Conjugate Gradient : Orthog "<<Orthog<<" Nblock "<<Nblock<<std::endl;
+
+  Psi.checkerboard = Src.checkerboard;
+  conformable(Psi, Src);
+
+  Field P(Src);
+  Field AP(Src);
+  Field R(Src);
+  
+  std::vector<ComplexD> v_pAp(Nblock);
+  std::vector<RealD> v_rr (Nblock);
+  std::vector<RealD> v_rr_inv(Nblock);
+  std::vector<RealD> v_alpha(Nblock);
+  std::vector<RealD> v_beta(Nblock);
+
+  // Initial residual computation & set up
+  std::vector<RealD> residuals(Nblock);
+  std::vector<RealD> ssq(Nblock);
+
+  sliceNorm(ssq,Src,Orthog);
+  RealD sssum=0;
+  for(int b=0;b<Nblock;b++) sssum+=ssq[b];
+
+  sliceNorm(residuals,Src,Orthog);
+  for(int b=0;b<Nblock;b++){ assert(std::isnan(residuals[b])==0); }
+
+  sliceNorm(residuals,Psi,Orthog);
+  for(int b=0;b<Nblock;b++){ assert(std::isnan(residuals[b])==0); }
+
+  // Initial search dir is guess
+  Linop.HermOp(Psi, AP);
+
+  R = Src - AP;  
+  P = R;
+  sliceNorm(v_rr,R,Orthog);
+
+  GridStopWatch sliceInnerTimer;
+  GridStopWatch sliceMaddTimer;
+  GridStopWatch sliceNormTimer;
+  GridStopWatch MatrixTimer;
+  GridStopWatch SolverTimer;
+
+  SolverTimer.Start();
+  int k;
+  for (k = 1; k <= MaxIterations; k++) {
+
+    RealD rrsum=0;
+    for(int b=0;b<Nblock;b++) rrsum+=real(v_rr[b]);
+
+    std::cout << GridLogIterative << "\titeration "<<k<<" rr_sum "<<rrsum<<" ssq_sum "<< sssum
+	      <<" / "<<std::sqrt(rrsum/sssum) <<std::endl;
+
+    MatrixTimer.Start();
+    Linop.HermOp(P, AP);
+    MatrixTimer.Stop();
+
+    // Alpha
+    //    sliceInnerProductVectorTest(v_pAp_test,P,AP,Orthog);
+    sliceInnerTimer.Start();
+    sliceInnerProductVector(v_pAp,P,AP,Orthog);
+    sliceInnerTimer.Stop();
+    for(int b=0;b<Nblock;b++){
+      //      std::cout << " "<< v_pAp[b]<<" "<< v_pAp_test[b]<<std::endl;
+      v_alpha[b] = v_rr[b]/real(v_pAp[b]);
+    }
+
+    // Psi, R update
+    sliceMaddTimer.Start();
+    sliceMaddVector(Psi,v_alpha, P,Psi,Orthog);     // add alpha *  P to psi
+    sliceMaddVector(R  ,v_alpha,AP,  R,Orthog,-1.0);// sub alpha * AP to resid
+    sliceMaddTimer.Stop();
+
+    // Beta
+    for(int b=0;b<Nblock;b++){
+      v_rr_inv[b] = 1.0/v_rr[b];
+    }
+    sliceNormTimer.Start();
+    sliceNorm(v_rr,R,Orthog);
+    sliceNormTimer.Stop();
+    for(int b=0;b<Nblock;b++){
+      v_beta[b] = v_rr_inv[b] *v_rr[b];
+    }
+
+    // Search update
+    sliceMaddTimer.Start();
+    sliceMaddVector(P,v_beta,P,R,Orthog);
+    sliceMaddTimer.Stop();
+
+    /*********************
+     * convergence monitor
+     *********************
+     */
+    RealD max_resid=0;
+    for(int b=0;b<Nblock;b++){
+      RealD rr = v_rr[b]/ssq[b];
+      if ( rr > max_resid ) max_resid = rr;
+    }
+    
+    if ( max_resid < Tolerance*Tolerance ) { 
+
+      SolverTimer.Stop();
+
+      std::cout << GridLogMessage<<"MultiRHS solver converged in " <<k<<" iterations"<<std::endl;
+      for(int b=0;b<Nblock;b++){
+	std::cout << GridLogMessage<< "\t\tBlock "<<b<<" resid "<< std::sqrt(v_rr[b]/ssq[b])<<std::endl;
+      }
+      std::cout << GridLogMessage<<"\tMax residual is "<<std::sqrt(max_resid)<<std::endl;
+
+      Linop.HermOp(Psi, AP);
+      AP = AP-Src;
+      std::cout <<GridLogMessage << "\tTrue residual is " << std::sqrt(norm2(AP)/norm2(Src)) <<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 << "\tInnerProd  " << sliceInnerTimer.Elapsed() <<std::endl;
+      std::cout << GridLogMessage << "\tNorm       " << sliceNormTimer.Elapsed() <<std::endl;
+      std::cout << GridLogMessage << "\tMaddMatrix " << sliceMaddTimer.Elapsed()  <<std::endl;
+
+
+      IterationsToComplete = k;
+      return;
+    }
+
+  }
+  std::cout << GridLogMessage << "MultiRHSConjugateGradient did NOT converge" << std::endl;
+
+  if (ErrorOnNoConverge) assert(0);
+  IterationsToComplete = k;
+}
+};
+
+
+
+}
+#endif

lib/algorithms/iterative/ConjugateGradient.h

@@ -45,6 +45,8 @@ class ConjugateGradient : public OperatorFunction<Field> {
                            // Defaults true.
   RealD Tolerance;
   Integer MaxIterations;
+  Integer IterationsToComplete; //Number of iterations the CG took to finish. Filled in upon completion
+  
   ConjugateGradient(RealD tol, Integer maxit, bool err_on_no_conv = true)
       : Tolerance(tol),
         MaxIterations(maxit),
@@ -76,18 +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(4)
-              << "ConjugateGradient:   src " << ssq << std::endl;
-    std::cout << GridLogIterative << std::setprecision(4)
-              << "ConjugateGradient:    mp " << d << std::endl;
-    std::cout << GridLogIterative << std::setprecision(4)
-              << "ConjugateGradient:   mmp " << b << std::endl;
-    std::cout << GridLogIterative << std::setprecision(4)
-              << "ConjugateGradient:  cp,r " << cp << std::endl;
-    std::cout << GridLogIterative << std::setprecision(4)
-              << "ConjugateGradient:     p " << a << std::endl;
+    std::cout << GridLogIterative << std::setprecision(4) << "ConjugateGradient: guess " << guess << std::endl;
+    std::cout << GridLogIterative << std::setprecision(4) << "ConjugateGradient:   src " << ssq << std::endl;
+    std::cout << GridLogIterative << std::setprecision(4) << "ConjugateGradient:    mp " << d << std::endl;
+    std::cout << GridLogIterative << std::setprecision(4) << "ConjugateGradient:   mmp " << b << std::endl;
+    std::cout << GridLogIterative << std::setprecision(4) << "ConjugateGradient:  cp,r " << cp << std::endl;
+    std::cout << GridLogIterative << std::setprecision(4) << "ConjugateGradient:     p " << a << std::endl;
 
     RealD rsq = Tolerance * Tolerance * ssq;
 
@@ -97,8 +93,7 @@ class ConjugateGradient : public OperatorFunction<Field> {
     }
 
     std::cout << GridLogIterative << std::setprecision(4)
-              << "ConjugateGradient: k=0 residual " << cp << " target " << rsq
-              << std::endl;
+              << "ConjugateGradient: k=0 residual " << cp << " target " << rsq << std::endl;
 
     GridStopWatch LinalgTimer;
     GridStopWatch MatrixTimer;
@@ -143,25 +138,27 @@ class ConjugateGradient : public OperatorFunction<Field> {
         RealD resnorm = sqrt(norm2(p));
         RealD true_residual = resnorm / srcnorm;
 
-        std::cout << GridLogMessage
-                  << "ConjugateGradient: Converged on iteration " << k << std::endl;
-        std::cout << GridLogMessage << "Computed residual " << sqrt(cp / ssq)
-                  << " true residual " << true_residual << " target "
-                  << Tolerance << std::endl;
-        std::cout << GridLogMessage << "Time elapsed: Iterations "
-                  << SolverTimer.Elapsed() << " Matrix  "
-                  << MatrixTimer.Elapsed() << " Linalg "
-                  << LinalgTimer.Elapsed();
-        std::cout << std::endl;
+        std::cout << GridLogMessage << "ConjugateGradient Converged on iteration " << k << std::endl;
+        std::cout << GridLogMessage << "\tComputed residual " << sqrt(cp / ssq)<<std::endl;
+	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;
 
         if (ErrorOnNoConverge) assert(true_residual / Tolerance < 10000.0);
 
+	IterationsToComplete = k;	
+
         return;
       }
     }
     std::cout << GridLogMessage << "ConjugateGradient did NOT converge"
               << std::endl;
     if (ErrorOnNoConverge) assert(0);
+    IterationsToComplete = k;
   }
 };
 }

lib/algorithms/iterative/ConjugateGradientMixedPrec.h

@@ -35,6 +35,7 @@ namespace Grid {
   class MixedPrecisionConjugateGradient : public LinearFunction<FieldD> {
   public:                                                
     RealD   Tolerance;
+    RealD   InnerTolerance; //Initial tolerance for inner CG. Defaults to Tolerance but can be changed
     Integer MaxInnerIterations;
     Integer MaxOuterIterations;
     GridBase* SinglePrecGrid; //Grid for single-precision fields
@@ -42,12 +43,16 @@ namespace Grid {
     LinearOperatorBase<FieldF> &Linop_f;
     LinearOperatorBase<FieldD> &Linop_d;
 
+    Integer TotalInnerIterations; //Number of inner CG iterations
+    Integer TotalOuterIterations; //Number of restarts
+    Integer TotalFinalStepIterations; //Number of CG iterations in final patch-up step
+
     //Option to speed up *inner single precision* solves using a LinearFunction that produces a guess
     LinearFunction<FieldF> *guesser;
     
     MixedPrecisionConjugateGradient(RealD tol, Integer maxinnerit, Integer maxouterit, GridBase* _sp_grid, LinearOperatorBase<FieldF> &_Linop_f, LinearOperatorBase<FieldD> &_Linop_d) :
       Linop_f(_Linop_f), Linop_d(_Linop_d),
-      Tolerance(tol), MaxInnerIterations(maxinnerit), MaxOuterIterations(maxouterit), SinglePrecGrid(_sp_grid),
+      Tolerance(tol), InnerTolerance(tol), MaxInnerIterations(maxinnerit), MaxOuterIterations(maxouterit), SinglePrecGrid(_sp_grid),
       OuterLoopNormMult(100.), guesser(NULL){ };
 
     void useGuesser(LinearFunction<FieldF> &g){
@@ -55,9 +60,8 @@ namespace Grid {
     }
   
     void operator() (const FieldD &src_d_in, FieldD &sol_d){
-	(*this)(src_d_in,sol_d,NULL);
-    }
-    void operator() (const FieldD &src_d_in, FieldD &sol_d, RealD *shift){
+      TotalInnerIterations = 0;
+	
       GridStopWatch TotalTimer;
       TotalTimer.Start();
     
@@ -77,7 +81,7 @@ namespace Grid {
       FieldD src_d(DoublePrecGrid);
       src_d = src_d_in; //source for next inner iteration, computed from residual during operation
     
-      RealD inner_tol = Tolerance;
+      RealD inner_tol = InnerTolerance;
     
       FieldF src_f(SinglePrecGrid);
       src_f.checkerboard = cb;
@@ -85,17 +89,18 @@ namespace Grid {
       FieldF sol_f(SinglePrecGrid);
       sol_f.checkerboard = cb;
     
-      ConjugateGradientShifted<FieldF> CG_f(inner_tol, MaxInnerIterations);
+      ConjugateGradient<FieldF> CG_f(inner_tol, MaxInnerIterations);
       CG_f.ErrorOnNoConverge = false;
 
       GridStopWatch InnerCGtimer;
 
       GridStopWatch PrecChangeTimer;
     
-      for(Integer outer_iter = 0; outer_iter < MaxOuterIterations; outer_iter++){
+      Integer &outer_iter = TotalOuterIterations; //so it will be equal to the final iteration count
+      
+      for(outer_iter = 0; outer_iter < MaxOuterIterations; outer_iter++){
 	//Compute double precision rsd and also new RHS vector.
 	Linop_d.HermOp(sol_d, tmp_d);
-	if(shift) axpy(tmp_d,*shift,sol_d,tmp_d);
 	RealD norm = axpy_norm(src_d, -1., tmp_d, src_d_in); //src_d is residual vector
       
 	std::cout<<GridLogMessage<<"MixedPrecisionConjugateGradient: Outer iteration " <<outer_iter<<" residual "<< norm<< " target "<< stop<<std::endl;
@@ -119,8 +124,9 @@ namespace Grid {
 	//Inner CG
 	CG_f.Tolerance = inner_tol;
 	InnerCGtimer.Start();
-	CG_f(Linop_f, src_f, sol_f,shift);
+	CG_f(Linop_f, src_f, sol_f);
 	InnerCGtimer.Stop();
+	TotalInnerIterations += CG_f.IterationsToComplete;
       
 	//Convert sol back to double and add to double prec solution
 	PrecChangeTimer.Start();
@@ -133,11 +139,13 @@ namespace Grid {
       //Final trial CG
       std::cout<<GridLogMessage<<"MixedPrecisionConjugateGradient: Starting final patch-up double-precision solve"<<std::endl;
     
-      ConjugateGradientShifted<FieldD> CG_d(Tolerance, MaxInnerIterations);
-      CG_d(Linop_d, src_d_in, sol_d,shift);
+      ConjugateGradient<FieldD> CG_d(Tolerance, MaxInnerIterations);
+      CG_d(Linop_d, src_d_in, sol_d);
+      TotalFinalStepIterations = CG_d.IterationsToComplete;
 
       TotalTimer.Stop();
-      std::cout<<GridLogMessage<<"MixedPrecisionConjugateGradient: Total " << TotalTimer.Elapsed() << " Precision change " << PrecChangeTimer.Elapsed() << " Inner CG total " << InnerCGtimer.Elapsed() << std::endl;
+      std::cout<<GridLogMessage<<"MixedPrecisionConjugateGradient: Inner CG iterations " << TotalInnerIterations << " Restarts " << TotalOuterIterations << " Final CG iterations " << TotalFinalStepIterations << std::endl;
+      std::cout<<GridLogMessage<<"MixedPrecisionConjugateGradient: Total time " << TotalTimer.Elapsed() << " Precision change " << PrecChangeTimer.Elapsed() << " Inner CG total " << InnerCGtimer.Elapsed() << std::endl;
     }
   };
 

lib/algorithms/iterative/ConjugateGradientMultiShift.h

@@ -45,7 +45,6 @@ public:
     Integer MaxIterations;
     int verbose;
     MultiShiftFunction shifts;
-    int iter;
 
     ConjugateGradientMultiShift(Integer maxit,MultiShiftFunction &_shifts) : 
 	MaxIterations(maxit),
@@ -61,7 +60,6 @@ void operator() (LinearOperatorBase<Field> &Linop, const Field &src, Field &psi)
   std::vector<Field> results(nshift,grid);
   (*this)(Linop,src,results,psi);
 }
-
 void operator() (LinearOperatorBase<Field> &Linop, const Field &src, std::vector<Field> &results, Field &psi)
 {
   int nshift = shifts.order;
@@ -107,12 +105,11 @@ void operator() (LinearOperatorBase<Field> &Linop, const Field &src, std::vector
   RealD a,b,c,d;
   RealD cp,bp,qq; //prev
   
-  int cb=src.checkerboard;
   // Matrix mult fields
   Field r(grid);
-  Field p(grid); p.checkerboard = src.checkerboard;
+  Field p(grid);
   Field tmp(grid);
-  Field mmp(grid);mmp.checkerboard = src.checkerboard;
+  Field mmp(grid);
   
   // Check lightest mass
   for(int s=0;s<nshift;s++){
@@ -135,9 +132,6 @@ void operator() (LinearOperatorBase<Field> &Linop, const Field &src, std::vector
   p=src;
   
   //MdagM+m[0]
-  std::cout << "p.checkerboard " << p.checkerboard
-  << "mmp.checkerboard " << mmp.checkerboard << std::endl;
-
   Linop.HermOpAndNorm(p,mmp,d,qq);
   axpy(mmp,mass[0],p,mmp);
   RealD rn = norm2(p);
@@ -275,7 +269,6 @@ void operator() (LinearOperatorBase<Field> &Linop, const Field &src, std::vector
 	RealD cn = norm2(src);
 	std::cout<<GridLogMessage<<"CGMultiShift: shift["<<s<<"] true residual "<<std::sqrt(rn/cn)<<std::endl;
       }
-      iter = k;
       return;
     }
   }

lib/algorithms/iterative/ConjugateGradientMultiShiftMixedPrec.h

@@ -1,404 +0,0 @@
-    /*************************************************************************************
-
-    Grid physics library, www.github.com/paboyle/Grid 
-
-    Source file: ./lib/algorithms/iterative/ConjugateGradientMultiShiftMixedPrec.h
-
-    Copyright (C) 2015
-
-Author: Chulwoo Jung <chulwoo@quark.phy.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
-    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_CONJUGATE_GRADIENT_MULTI_MIXED_PREC_H
-#define GRID_CONJUGATE_GRADIENT_MULTI_MIXED_PREC_H
-
-namespace Grid {
-
-  //Mixed precision restarted defect correction CG
-  template<class FieldD,class FieldF
-//, typename std::enable_if< getPrecision<FieldD>::value == 2, int>::type = 0
-//, typename std::enable_if< getPrecision<FieldF>::value == 1, int>::type = 0
-> 
-  class MixedPrecisionConjugateGradientMultiShift : public LinearFunction<FieldD> {
-  public:                                                
-//    RealD   Tolerance;
-    Integer MaxInnerIterations;
-    Integer MaxOuterIterations;
-    GridBase* SinglePrecGrid; //Grid for single-precision fields
-    RealD OuterLoopNormMult; //Stop the outer loop and move to a final double prec solve when the residual is OuterLoopNormMult * Tolerance
-    LinearOperatorBase<FieldF> &Linop_f;
-    LinearOperatorBase<FieldD> &Linop_d;
-    MultiShiftFunction shifts;
-    Integer iter;
-
-    //Option to speed up *inner single precision* solves using a LinearFunction that produces a guess
-//    LinearFunction<FieldF> *guesser;
-    
-    MixedPrecisionConjugateGradientMultiShift(GridBase* _sp_grid, LinearOperatorBase<FieldF> &_Linop_f, LinearOperatorBase<FieldD> &_Linop_d, 
-Integer maxinnerit,	MultiShiftFunction &_shifts ) :
-      Linop_f(_Linop_f), Linop_d(_Linop_d),
-      MaxInnerIterations(maxinnerit), SinglePrecGrid(_sp_grid),
-      OuterLoopNormMult(100.), shifts(_shifts) {};
-
-  
-    void operator() (const FieldD &src_d_in, FieldD &sol_d){
-	assert(0); // not yet implemented
-    }
-    void operator() (const FieldD &src_d_in, std::vector<FieldD> &sol_d){
-      GridStopWatch TotalTimer;
-      TotalTimer.Start();
-    
-      int cb = src_d_in.checkerboard;
-
-      int nshift = shifts.order;
-      assert(nshift == sol_d.size());
-      for(int i=0;i<nshift;i++) sol_d[i].checkerboard = cb;
-    
-      RealD src_norm = norm2(src_d_in);
-//      RealD stop = src_norm * Tolerance*Tolerance;
-
-      GridBase* DoublePrecGrid = src_d_in._grid;
-      FieldD tmp_d(DoublePrecGrid); tmp_d.checkerboard = cb;
-    
-      FieldD tmp2_d(DoublePrecGrid); tmp2_d.checkerboard = cb;
-    
-      FieldD src_d(DoublePrecGrid);
-      src_d = src_d_in; //source for next inner iteration, computed from residual during operation
-    
-//      RealD inner_tol = Tolerance;
-  	FieldD psi_d(DoublePrecGrid);psi_d.checkerboard = cb;
-    
-      FieldF src_f(SinglePrecGrid);
-      src_f.checkerboard = cb;
-    
-      std::vector<FieldF> sol_f(nshift,SinglePrecGrid);
-      for(int i=0;i<nshift;i++) sol_f[i].checkerboard = cb;
-    
-//      ConjugateGradientShifted<FieldF> CG_f(inner_tol, MaxInnerIterations);
-      ConjugateGradientMultiShift<FieldF> MSCG(MaxInnerIterations,shifts);
-//      CG_f.ErrorOnNoConverge = false;
-
-      GridStopWatch InnerCGtimer;
-
-      GridStopWatch PrecChangeTimer;
-    
-{
-//	std::cout<<GridLogMessage<<"MixedPrecisionConjugateGradient: Outer iteration " <<outer_iter<<" residual "<< norm<< " target "<< stop<<std::endl;
-
-//	if(norm < OuterLoopNormMult * stop){
-//	  std::cout<<GridLogMessage<<"MixedPrecisionConjugateGradient: Outer iteration converged on iteration " <<outer_iter <<std::endl;
-//	  break;
-//	}
-//	while(norm * inner_tol * inner_tol < stop) inner_tol *= 2;  // inner_tol = sqrt(stop/norm) ??
-
-	PrecChangeTimer.Start();
-	precisionChange(src_f, src_d);
-	PrecChangeTimer.Stop();
-      
-//	zeroit(sol_f);
-
-
-	//Inner CG
-	InnerCGtimer.Start();
-  int if_relup = 0;
-#if 0
-        MSCG(Linop_f,src_f,sol_f);
-#else
-{
-  
-  GridBase *grid = SinglePrecGrid;
-  
-  ////////////////////////////////////////////////////////////////////////
-  // Convenience references to the info stored in "MultiShiftFunction"
-  ////////////////////////////////////////////////////////////////////////
-  int nshift = shifts.order;
-
-
-  std::vector<RealD> &mass(shifts.poles); // Make references to array in "shifts"
-  std::vector<RealD> &mresidual(shifts.tolerances);
-  std::vector<RealD> alpha(nshift,1.);
-  std::vector<FieldF>   ps(nshift,grid);// Search directions
-
-  assert(sol_f.size()==nshift);
-  assert(mass.size()==nshift);
-  assert(mresidual.size()==nshift);
-  
-  // dynamic sized arrays on stack; 2d is a pain with vector
-  RealD  bs[nshift];
-  RealD  rsq[nshift];
-  RealD  z[nshift][2];
-  int     converged[nshift];
-  
-  const int       primary =0;
-  
-  //Primary shift fields CG iteration
-  RealD a,b,c,d;
-  RealD cp,bp,qq; //prev
-  
-  int cb=src_f.checkerboard;
-  // Matrix mult fields
-  FieldF r(grid); r.checkerboard = src_f.checkerboard;
-  FieldF p(grid); p.checkerboard = src_f.checkerboard;
-  FieldF tmp(grid); tmp.checkerboard = src_f.checkerboard;
-  FieldF mmp(grid);mmp.checkerboard = src_f.checkerboard;
-  FieldF psi(grid);psi.checkerboard = src_f.checkerboard;
-    std::cout.precision(12);
-    std::cout<<GridLogMessage<<"norm2(psi_d)= "<<norm2(psi_d)<<std::endl;
-    std::cout<<GridLogMessage<<"norm2(psi)= "<<norm2(psi)<<std::endl;
-  
-  
-  // Check lightest mass
-  for(int s=0;s<nshift;s++){
-    assert( mass[s]>= mass[primary] );
-    converged[s]=0;
-  }
-  
-  // Wire guess to zero
-  // Residuals "r" are src
-  // First search direction "p" is also src
-  cp = norm2(src_f);
-  Real c_relup = cp;
-  for(int s=0;s<nshift;s++){
-    rsq[s] = cp * mresidual[s] * mresidual[s];
-    std::cout<<GridLogMessage<<"MixedPrecisionConjugateGradientMultiShift: shift "<<s
-	     <<" target resid "<<rsq[s]<<std::endl;
-    ps[s] = src_f;
-  }
-  // r and p for primary
-  r=src_f;
-  p=src_f;
-  
-  //MdagM+m[0]
-  std::cout << "p.checkerboard " << p.checkerboard
-  << "mmp.checkerboard " << mmp.checkerboard << std::endl;
-
-  Linop_f.HermOpAndNorm(p,mmp,d,qq);
-  axpy(mmp,mass[0],p,mmp);
-  RealD rn = norm2(p);
-  d += rn*mass[0];
-  
-  // have verified that inner product of 
-  // p and mmp is equal to d after this since
-  // the d computation is tricky
-  //  qq = real(innerProduct(p,mmp));
-  //  std::cout<<GridLogMessage << "debug equal ?  qq "<<qq<<" d "<< d<<std::endl;
-  
-  b = -cp /d;
-  
-  // Set up the various shift variables
-  int       iz=0;
-  z[0][1-iz] = 1.0;
-  z[0][iz]   = 1.0;
-  bs[0]      = b;
-  for(int s=1;s<nshift;s++){
-    z[s][1-iz] = 1.0;
-    z[s][iz]   = 1.0/( 1.0 - b*(mass[s]-mass[0]));
-    bs[s]      = b*z[s][iz]; 
-  }
-  
-  // r += b[0] A.p[0]
-  // c= norm(r)
-  c=axpy_norm(r,b,mmp,r);
-  
- axpby(psi,0.,-bs[0],src_f,src_f);
-  for(int s=0;s<nshift;s++) {
-    axpby(sol_f[s],0.,-bs[s]*alpha[s],src_f,src_f);
-  }
-  
-  
-  // Iteration loop
-  int k;
- // inefficient zeroing, please replace!
-//  RealD sol_norm = axpy_norm(sol_d[0],-1.,sol_d[0],sol_d[0]);
-  zeroit(sol_d[0]);
-  std::cout<<GridLogMessage<<"norm(sol_d[0])= "<<norm2(sol_d[0])<<std::endl;
-  
-
-  int all_converged = 1;
-	RealD tmp1,tmp2;
-  for (k=1;k<=MaxOuterIterations;k++){
-    
-    a = c /cp;
-    axpy(p,a,p,r);
-    
-    // Note to self - direction ps is iterated seperately
-    // for each shift. Does not appear to have any scope
-    // for avoiding linear algebra in "single" case.
-    // 
-    // However SAME r is used. Could load "r" and update
-    // ALL ps[s]. 2/3 Bandwidth saving
-    // New Kernel: Load r, vector of coeffs, vector of pointers ps
-    for(int s=0;s<nshift;s++){
-      if ( ! converged[s] ) { 
-	if (s==0){
-	  axpy(ps[s],a,ps[s],r);
-	} else{
-	  RealD as =a *z[s][iz]*bs[s] /(z[s][1-iz]*b);
-	  axpby(ps[s],z[s][iz],as,r,ps[s]);
-	}
-      }
-    }
-    
-    cp=c;
-    
-    Linop_f.HermOpAndNorm(p,mmp,d,qq);
-    axpy(mmp,mass[0],p,mmp);
-    RealD rn = norm2(p);
-    d += rn*mass[0];
-    
-    bp=b;
-    b=-cp/d;
-    
-    c=axpy_norm(r,b,mmp,r);
-
-
-    // Toggle the recurrence history
-    bs[0] = b;
-    iz = 1-iz;
-    for(int s=1;s<nshift;s++){
-      if((!converged[s])){
-	RealD z0 = z[s][1-iz];
-	RealD z1 = z[s][iz];
-	z[s][iz] = z0*z1*bp
-	  / (b*a*(z1-z0) + z1*bp*(1- (mass[s]-mass[0])*b)); 
-	bs[s] = b*z[s][iz]/z0; // NB sign  rel to Mike
-      }
-    }
-    
-    axpy(psi,-bs[0],ps[0],psi);
-    for(int s=0;s<nshift;s++){
-      int ss = s;
-      // Scope for optimisation here in case of "single".
-      // Could load sol_f[0] and pull all ps[s] in.
-      //      if ( single ) ss=primary;
-      // Bandwith saving in single case is Ls * 3 -> 2+Ls, so ~ 3x saving
-      // Pipelined CG gain:
-      //
-      // New Kernel: Load r, vector of coeffs, vector of pointers ps
-      // New Kernel: Load sol_f[0], vector of coeffs, vector of pointers ps
-      // If can predict the coefficient bs then we can fuse these and avoid write reread cyce
-      //  on ps[s].
-      // Before:  3 x npole  + 3 x npole
-      // After :  2 x npole (ps[s])        => 3x speed up of multishift CG.
-      
-      if( (!converged[s]) ) { 
-	axpy(sol_f[ss],-bs[s]*alpha[s],ps[s],sol_f[ss]);
-      }
-    }
-
-
-    if (k%MaxInnerIterations==0){
-//    if (c < 1e-4*c_relup){
-       RealD c_f=c;
-       precisionChange(tmp_d,psi);
-       RealD sol_norm =axpy_norm (psi_d,1.,tmp_d,psi_d);
-       tmp1 = norm2(psi);
-       zeroit(psi);
-       tmp2 = norm2(psi);
-       std::cout<<GridLogMessage<<"k= "<<k<<" norm2(sol)= "<<sol_norm<<" "<<tmp1<<" "<<tmp2<<std::endl;
-//       precisionChange(sol_d[0],sol_f[0]);
-       Linop_d.HermOpAndNorm(psi_d,tmp_d,tmp1,tmp2);
-       axpy(tmp2_d,mass[0],psi_d,tmp_d);
-       axpy(tmp_d,-1.,tmp2_d,src_d);
-       precisionChange(r,tmp_d);
-	c_relup = norm2(r);
-       std::cout<<GridLogMessage<<"k= "<<k<<" norm2(r)= "<<c<<" "<<c_relup<<" "<<c_f<<std::endl;
-	if_relup=1;
-    }
-    
-    // Convergence checks
-  all_converged=1;
-    for(int s=0;s<nshift;s++){
-      
-      if ( (!converged[s]) ){
-	
-	RealD css  = c * z[s][iz]* z[s][iz];
-	
-	if(css<rsq[s]){
-	  if ( ! converged[s] )
-	    std::cout<<GridLogMessage<<"ConjugateGradientMultiShift k="<<k<<" Shift "<<s<<" has converged"<<std::endl;
-	      converged[s]=1;
-	} else {
-		if (k%MaxInnerIterations==0)
-	    std::cout<<GridLogMessage<<"ConjugateGradientMultiShift k="<<k<<" Shift "<<s<<" has not converged "<<css<<"<"<<rsq[s]<<std::endl;
-	  all_converged=0;
-	}
-
-      }
-    }
-    
-#if 0
-    if ( all_converged ){
-      std::cout<<GridLogMessage<< "CGMultiShift: All shifts have converged iteration "<<k<<std::endl;
-#else
-    if ( converged[0] ){
-      std::cout<<GridLogMessage<< "CGMultiShift: Shift 0 have converged iteration, terminating  "<<k<<std::endl;
-#endif
-      
-#if 1
-      for(int s=1; s < nshift; s++) { 
-	Linop_f.HermOpAndNorm(sol_f[s],mmp,d,qq);
-	axpy(tmp,mass[s],sol_f[s],mmp);
-	axpy(r,-alpha[s],src_f,tmp);
-	RealD rn = norm2(r);
-	RealD cn = norm2(src_f);
-	std::cout<<GridLogMessage<<"CGMultiShift: shift["<<s<<"] true residual "<<std::sqrt(rn/cn)<<std::endl;
-      }
-#endif
-     iter = k;
-      break;
-    }
-  }
-  // ugly hack
-  if ( !all_converged )
-  std::cout<<GridLogMessage<<"CG multi shift did not converge"<<std::endl;
-//  assert(0);
-}
-	
-#endif
-	InnerCGtimer.Stop();
-      
-	//Convert sol back to double and add to double prec solution
-	PrecChangeTimer.Start();
-	sol_d[0]=psi_d;
-	for(int i=1;i<nshift;i++)precisionChange(sol_d[i], sol_f[i]);
-      std::cout<<GridLogMessage<< "CGMultiShift: Checking solutions"<<std::endl;
-      // Check answers 
-      for(int s=0; s < nshift; s++) { 
-	RealD tmp1,tmp2;
-       Linop_d.HermOpAndNorm(sol_d[s],tmp_d,tmp1,tmp2);
-       axpy(tmp2_d,shifts.poles[s],sol_d[s],tmp_d);
-       axpy(tmp_d,-1.,src_d,tmp2_d);
-	std::cout<<GridLogMessage<<"CGMultiShift: shift["<<s<<"] true residual "<<std::sqrt(norm2(tmp_d)/norm2(src_d))<<std::endl;
-      }
-	PrecChangeTimer.Stop();
-      
-}
-    
-      //Final trial CG
- //     std::cout<<GridLogMessage<<"MixedPrecisionConjugateGradient: Starting final patch-up double-precision solve"<<std::endl;
-    
-      TotalTimer.Stop();
-      std::cout<<GridLogMessage<<"MixedPrecisionConjugateGradient: Total " << TotalTimer.Elapsed() << " Precision change " << PrecChangeTimer.Elapsed() << " Inner CG total " << InnerCGtimer.Elapsed() << std::endl;
-    }
-  };
-
-}
-
-#endif

lib/algorithms/iterative/ConjugateGradientShifted.h

@@ -1,168 +0,0 @@
-    /*************************************************************************************
-
-    Grid physics library, www.github.com/paboyle/Grid 
-
-    Source file: ./lib/algorithms/iterative/ConjugateGradient.h
-
-    Copyright (C) 2015
-
-Author: Azusa Yamaguchi <ayamaguc@staffmail.ed.ac.uk>
-Author: Peter Boyle <paboyle@ph.ed.ac.uk>
-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_CONJUGATE_GRADIENT_SHIFTED_H
-#define GRID_CONJUGATE_GRADIENT_SHIFTED_H
-
-namespace Grid {
-
-    /////////////////////////////////////////////////////////////
-    // Base classes for iterative processes based on operators
-    // single input vec, single output vec.
-    /////////////////////////////////////////////////////////////
-
-  template<class Field> 
-    class ConjugateGradientShifted : public OperatorFunction<Field> {
-public:                                                
-    bool ErrorOnNoConverge; //throw an assert when the CG fails to converge. Defaults true.
-    RealD   Tolerance;
-    Integer MaxIterations;
-    ConjugateGradientShifted(RealD tol,Integer maxit, bool err_on_no_conv = true) : Tolerance(tol), MaxIterations(maxit), ErrorOnNoConverge(err_on_no_conv) { 
-    };
-
-    void operator() (LinearOperatorBase<Field> &Linop,const Field &src, Field &psi ){
-	(*this)(Linop,src,psi,NULL);
-    }
-
-    void operator() (LinearOperatorBase<Field> &Linop,const Field &src, Field &psi, RealD *shift){
-
-      psi.checkerboard = src.checkerboard;
-      conformable(psi,src);
-
-      RealD cp,c,a,d,b,ssq,qq,b_pred;
-      
-      Field   p(src);
-      Field mmp(src);
-      Field   r(src);
-      
-      //Initial residual computation & set up
-      RealD guess = norm2(psi);
-      assert(std::isnan(guess)==0);
-
-      Linop.HermOpAndNorm(psi,mmp,d,b);
-	if(shift) axpy(mmp,*shift,psi,mmp);
-	RealD rn = norm2(psi);
-	if(shift) d += rn*(*shift);
-	RealD d2 = real(innerProduct(psi,mmp));
-	b= norm2(mmp);
-      RealD src_norm=norm2(src);
-      r= src-mmp;
-      p= r;
-      
-      a  =norm2(p);
-      cp =a;
-      ssq=norm2(src);
-
-      std::cout<<GridLogIterative <<std::setprecision(4)<< "ConjugateGradient: guess "<<guess<<std::endl;
-      std::cout<<GridLogIterative <<std::setprecision(4)<< "ConjugateGradient:   src "<<ssq  <<std::endl;
-      std::cout<<GridLogIterative <<std::setprecision(4)<< "ConjugateGradient:    mp "<<d    <<std::endl;
-      std::cout<<GridLogIterative <<std::setprecision(4)<< "ConjugateGradient:   mmp "<<b    <<std::endl;
-      std::cout<<GridLogIterative <<std::setprecision(4)<< "ConjugateGradient:  cp,r "<<cp   <<std::endl;
-      std::cout<<GridLogIterative <<std::setprecision(4)<< "ConjugateGradient:     p "<<a    <<std::endl;
-
-      RealD rsq =  Tolerance* Tolerance*ssq;
-      
-      //Check if guess is really REALLY good :)
-      if ( cp <= rsq ) {
-	return;
-      }
-      
-      std::cout<<GridLogIterative << std::setprecision(4)<< "ConjugateGradient: k=0 residual "<<cp<<" target "<<rsq<<std::endl;
-
-      GridStopWatch LinalgTimer;
-      GridStopWatch MatrixTimer;
-      GridStopWatch SolverTimer;
-
-      SolverTimer.Start();
-      int k;
-      for (k=1;k<=MaxIterations;k++){
-	
-	c=cp;
-
-	MatrixTimer.Start();
-	Linop.HermOpAndNorm(p,mmp,d,qq);
-	MatrixTimer.Stop();
-	LinalgTimer.Start();
-	if(shift) axpy(mmp,*shift,p,mmp);
-	RealD rn = norm2(p);
-	if(shift) d += rn*(*shift);
-	RealD d2 = real(innerProduct(p,mmp));
-	qq = norm2(mmp);
-      if (k%10==1) std::cout<< std::setprecision(4)<< "d:  "<<d<<" d2= "<<d2<<std::endl;
-
-	//	RealD    qqck = norm2(mmp);
-	//	ComplexD dck  = innerProduct(p,mmp);
-      
-	a      = c/d;
-	b_pred = a*(a*qq-d)/c;
-
-	cp = axpy_norm(r,-a,mmp,r);
-	b = cp/c;
-      if (k%10==1) std::cout<< std::setprecision(4)<<"k= "<<k<<" src:  "<<src_norm<<" r= "<<cp<<std::endl;
-	
-	// Fuse these loops ; should be really easy
-	psi= a*p+psi;
-	p  = p*b+r;
-	  
-	LinalgTimer.Stop();
-	std::cout<<GridLogIterative<<"ConjugateGradient: Iteration " <<k<<" residual "<<cp<< " target "<< rsq<<std::endl;
-	
-	// Stopping condition
-	if ( cp <= rsq ) { 
-	  
-	  SolverTimer.Stop();
-	  Linop.HermOpAndNorm(psi,mmp,d,qq);
-	  if(shift) mmp = mmp + (*shift) * psi;
-	  p=mmp-src;
-	  
-	  RealD mmpnorm = sqrt(norm2(mmp));
-	  RealD psinorm = sqrt(norm2(psi));
-	  RealD srcnorm = sqrt(norm2(src));
-	  RealD resnorm = sqrt(norm2(p));
-	  RealD true_residual = resnorm/srcnorm;
-
-	  std::cout<<GridLogMessage<<"ConjugateGradient: Converged on iteration " <<k
-		   <<" computed residual "<<sqrt(cp/ssq)
-		   <<" true residual "    <<true_residual
-		   <<" target "<<Tolerance<<std::endl;
-	  std::cout<<GridLogMessage<<"Time elapsed: Total "<< SolverTimer.Elapsed() << " Matrix  "<<MatrixTimer.Elapsed() << " Linalg "<<LinalgTimer.Elapsed();
-	  std::cout<<std::endl;
-	  
-	if(ErrorOnNoConverge)
-	  assert(true_residual/Tolerance < 1000.0);
-
-	  return;
-	}
-      }
-      std::cout<<GridLogMessage<<"ConjugateGradient did NOT converge"<<std::endl;
-//      assert(0);
-    }
-  };
-}
-#endif

lib/algorithms/iterative/ImplicitlyRestartedLanczos.h

@@ -30,20 +30,17 @@ Author: paboyle <paboyle@ph.ed.ac.uk>
 #define GRID_IRL_H
 
 #include <string.h> //memset
+
 #ifdef USE_LAPACK
-#ifdef USE_MKL
-#include<mkl_lapack.h>
-#else
 void LAPACK_dstegr(char *jobz, char *range, int *n, double *d, double *e,
                    double *vl, double *vu, int *il, int *iu, double *abstol,
                    int *m, double *w, double *z, int *ldz, int *isuppz,
                    double *work, int *lwork, int *iwork, int *liwork,
                    int *info);
-//#include <lapacke/lapacke.h>
 #endif
-#endif
-#include "DenseMatrix.h"
-#include "EigenSort.h"
+
+#include <Grid/algorithms/densematrix/DenseMatrix.h>
+#include <Grid/algorithms/iterative/EigenSort.h>
 
 namespace Grid {
 
@@ -67,13 +64,12 @@ public:
     int Np;      // Np -- Number of spare vecs in kryloc space
     int Nm;      // Nm -- total number of vectors
 
-
-    RealD OrthoTime;
-
     RealD eresid;
 
     SortEigen<Field> _sort;
 
+//    GridCartesian &_fgrid;
+
     LinearOperatorBase<Field> &_Linop;
 
     OperatorFunction<Field>   &_poly;
@@ -130,23 +126,23 @@ public:
 
       GridBase *grid = evec[0]._grid;
       Field w(grid);
-      std::cout<<GridLogMessage << "RitzMatrix "<<std::endl;
+      std::cout << "RitzMatrix "<<std::endl;
       for(int i=0;i<k;i++){
 	_poly(_Linop,evec[i],w);
-	std::cout<<GridLogMessage << "["<<i<<"] ";
+	std::cout << "["<<i<<"] ";
 	for(int j=0;j<k;j++){
 	  ComplexD in = innerProduct(evec[j],w);
 	  if ( fabs((double)i-j)>1 ) { 
 	    if (abs(in) >1.0e-9 )  { 
-	      std::cout<<GridLogMessage<<"oops"<<std::endl;
+	      std::cout<<"oops"<<std::endl;
 	      abort();
 	    } else 
-	      std::cout<<GridLogMessage << " 0 ";
+	      std::cout << " 0 ";
 	  } else { 
-	    std::cout<<GridLogMessage << " "<<in<<" ";
+	    std::cout << " "<<in<<" ";
 	  }
 	}
-	std::cout<<GridLogMessage << std::endl;
+	std::cout << std::endl;
       }
     }
 
@@ -180,10 +176,10 @@ public:
       RealD beta = normalise(w); // 6. βk+1 := ∥wk∥2. If βk+1 = 0 then Stop
                                  // 7. vk+1 := wk/βk+1
 
-	std::cout<<GridLogMessage << "alpha = " << zalph << " beta "<<beta<<std::endl;
+//	std::cout << "alpha = " << zalph << " beta "<<beta<<std::endl;
       const RealD tiny = 1.0e-20;
       if ( beta < tiny ) { 
-	std::cout<<GridLogMessage << " beta is tiny "<<beta<<std::endl;
+	std::cout << " beta is tiny "<<beta<<std::endl;
      }
       lmd[k] = alph;
       lme[k]  = beta;
@@ -259,7 +255,6 @@ public:
     }
 
 #ifdef USE_LAPACK
-#define LAPACK_INT long long
     void diagonalize_lapack(DenseVector<RealD>& lmd,
 		     DenseVector<RealD>& lme, 
 		     int N1,
@@ -269,7 +264,7 @@ public:
   const int size = Nm;
 //  tevals.resize(size);
 //  tevecs.resize(size);
-  LAPACK_INT NN = N1;
+  int NN = N1;
   double evals_tmp[NN];
   double evec_tmp[NN][NN];
   memset(evec_tmp[0],0,sizeof(double)*NN*NN);
@@ -283,19 +278,19 @@ public:
         if (i==j) evals_tmp[i] = lmd[i];
         if (j==(i-1)) EE[j] = lme[j];
       }
-  LAPACK_INT evals_found;
-  LAPACK_INT lwork = ( (18*NN) > (1+4*NN+NN*NN)? (18*NN):(1+4*NN+NN*NN)) ;
-  LAPACK_INT liwork =  3+NN*10 ;
-  LAPACK_INT iwork[liwork];
+  int evals_found;
+  int lwork = ( (18*NN) > (1+4*NN+NN*NN)? (18*NN):(1+4*NN+NN*NN)) ;
+  int liwork =  3+NN*10 ;
+  int iwork[liwork];
   double work[lwork];
-  LAPACK_INT isuppz[2*NN];
+  int isuppz[2*NN];
   char jobz = 'V'; // calculate evals & evecs
   char range = 'I'; // calculate all evals
   //    char range = 'A'; // calculate all evals
   char uplo = 'U'; // refer to upper half of original matrix
   char compz = 'I'; // Compute eigenvectors of tridiagonal matrix
   int ifail[NN];
-  long long info;
+  int info;
 //  int total = QMP_get_number_of_nodes();
 //  int node = QMP_get_node_number();
 //  GridBase *grid = evec[0]._grid;
@@ -303,18 +298,14 @@ public:
   int node = grid->_processor;
   int interval = (NN/total)+1;
   double vl = 0.0, vu = 0.0;
-  LAPACK_INT il = interval*node+1 , iu = interval*(node+1);
+  int il = interval*node+1 , iu = interval*(node+1);
   if (iu > NN)  iu=NN;
   double tol = 0.0;
     if (1) {
       memset(evals_tmp,0,sizeof(double)*NN);
       if ( il <= NN){
         printf("total=%d node=%d il=%d iu=%d\n",total,node,il,iu);
-#ifdef USE_MKL
-        dstegr(&jobz, &range, &NN,
-#else
         LAPACK_dstegr(&jobz, &range, &NN,
-#endif
             (double*)DD, (double*)EE,
             &vl, &vu, &il, &iu, // these four are ignored if second parameteris 'A'
             &tol, // tolerance
@@ -346,7 +337,6 @@ public:
       lmd [NN-1-i]=evals_tmp[i];
   }
 }
-#undef LAPACK_INT 
 #endif
 
 
@@ -377,14 +367,12 @@ public:
 //	diagonalize_lapack(lmd2,lme2,Nm2,Nm,Qt,grid);
 #endif
 
-      int Niter = 10000*N1;
+      int Niter = 100*N1;
       int kmin = 1;
       int kmax = N2;
       // (this should be more sophisticated)
 
-      for(int iter=0; ; ++iter){
-      if ( (iter+1)%(100*N1)==0) 
-      std::cout<<GridLogMessage << "[QL method] Not converged - iteration "<<iter+1<<"\n";
+      for(int iter=0; iter<Niter; ++iter){
 
 	// determination of 2x2 leading submatrix
 	RealD dsub = lmd[kmax-1]-lmd[kmax-2];
@@ -413,11 +401,11 @@ public:
         _sort.push(lmd3,N2);
         _sort.push(lmd2,N2);
          for(int k=0; k<N2; ++k){
-	    if (fabs(lmd2[k] - lmd3[k]) >SMALL)  std::cout<<GridLogMessage <<"lmd(qr) lmd(lapack) "<< k << ": " << lmd2[k] <<" "<< lmd3[k] <<std::endl;
-//	    if (fabs(lme2[k] - lme[k]) >SMALL)  std::cout<<GridLogMessage <<"lme(qr)-lme(lapack) "<< k << ": " << lme2[k] - lme[k] <<std::endl;
+	    if (fabs(lmd2[k] - lmd3[k]) >SMALL)  std::cout <<"lmd(qr) lmd(lapack) "<< k << ": " << lmd2[k] <<" "<< lmd3[k] <<std::endl;
+//	    if (fabs(lme2[k] - lme[k]) >SMALL)  std::cout <<"lme(qr)-lme(lapack) "<< k << ": " << lme2[k] - lme[k] <<std::endl;
 	  }
          for(int k=0; k<N1*N1; ++k){
-//	    if (fabs(Qt2[k] - Qt[k]) >SMALL)  std::cout<<GridLogMessage <<"Qt(qr)-Qt(lapack) "<< k << ": " << Qt2[k] - Qt[k] <<std::endl;
+//	    if (fabs(Qt2[k] - Qt[k]) >SMALL)  std::cout <<"Qt(qr)-Qt(lapack) "<< k << ": " << Qt2[k] - Qt[k] <<std::endl;
 	}
     }
 #endif
@@ -432,7 +420,7 @@ public:
 	  }
 	}
       }
-      std::cout<<GridLogMessage << "[QL method] Error - Too many iteration: "<<Niter<<"\n";
+      std::cout << "[QL method] Error - Too many iteration: "<<Niter<<"\n";
       abort();
     }
 
@@ -449,7 +437,6 @@ public:
 		       DenseVector<Field>& evec,
 		       int k)
     {
-      double t0=-usecond()/1e6;
       typedef typename Field::scalar_type MyComplex;
       MyComplex ip;
 
@@ -468,8 +455,6 @@ public:
 	w = w - ip * evec[j];
       }
       normalise(w);
-      t0+=usecond()/1e6;
-      OrthoTime +=t0;
     }
 
     void setUnit_Qt(int Nm, DenseVector<RealD> &Qt) {
@@ -503,10 +488,10 @@ until convergence
 	GridBase *grid = evec[0]._grid;
 	assert(grid == src._grid);
 
-	std::cout<<GridLogMessage << " -- Nk = " << Nk << " Np = "<< Np << std::endl;
-	std::cout<<GridLogMessage << " -- Nm = " << Nm << std::endl;
-	std::cout<<GridLogMessage << " -- size of eval   = " << eval.size() << std::endl;
-	std::cout<<GridLogMessage << " -- size of evec  = " << evec.size() << std::endl;
+	std::cout << " -- Nk = " << Nk << " Np = "<< Np << std::endl;
+	std::cout << " -- Nm = " << Nm << std::endl;
+	std::cout << " -- size of eval   = " << eval.size() << std::endl;
+	std::cout << " -- size of evec  = " << evec.size() << std::endl;
 	
 	assert(Nm == evec.size() && Nm == eval.size());
 	
@@ -517,7 +502,6 @@ until convergence
 	DenseVector<int>   Iconv(Nm);
 
 	DenseVector<Field>  B(Nm,grid); // waste of space replicating
-//	DenseVector<Field>  Btemp(Nm,grid); // waste of space replicating
 	
 	Field f(grid);
 	Field v(grid);
@@ -533,48 +517,35 @@ until convergence
 	// (uniform vector) Why not src??
 	//	evec[0] = 1.0;
 	evec[0] = src;
-	std:: cout<<GridLogMessage <<"norm2(src)= " << norm2(src)<<std::endl;
+	std:: cout <<"norm2(src)= " << norm2(src)<<std::endl;
 // << src._grid  << std::endl;
 	normalise(evec[0]);
-	std:: cout<<GridLogMessage <<"norm2(evec[0])= " << norm2(evec[0]) <<std::endl;
+	std:: cout <<"norm2(evec[0])= " << norm2(evec[0]) <<std::endl;
 // << evec[0]._grid << std::endl;
 	
 	// Initial Nk steps
-	OrthoTime=0.;
-	double t0=usecond()/1e6;
 	for(int k=0; k<Nk; ++k) step(eval,lme,evec,f,Nm,k);
-	double t1=usecond()/1e6;
-	std::cout<<GridLogMessage <<"IRL::Initial steps: "<<t1-t0<< "seconds"<<std::endl; t0=t1;
-	std::cout<<GridLogMessage <<"IRL::Initial steps:OrthoTime "<<OrthoTime<< "seconds"<<std::endl;
-//	std:: cout<<GridLogMessage <<"norm2(evec[1])= " << norm2(evec[1]) << std::endl;
-//	std:: cout<<GridLogMessage <<"norm2(evec[2])= " << norm2(evec[2]) << std::endl;
+//	std:: cout <<"norm2(evec[1])= " << norm2(evec[1]) << std::endl;
+//	std:: cout <<"norm2(evec[2])= " << norm2(evec[2]) << std::endl;
 	RitzMatrix(evec,Nk);
-	t1=usecond()/1e6;
-	std::cout<<GridLogMessage <<"IRL::RitzMatrix: "<<t1-t0<< "seconds"<<std::endl; t0=t1;
 	for(int k=0; k<Nk; ++k){
-//	std:: cout<<GridLogMessage <<"eval " << k << " " <<eval[k] << std::endl;
-//	std:: cout<<GridLogMessage <<"lme " << k << " " << lme[k] << std::endl;
+//	std:: cout <<"eval " << k << " " <<eval[k] << std::endl;
+//	std:: cout <<"lme " << k << " " << lme[k] << std::endl;
 	}
 
 	// Restarting loop begins
 	for(int iter = 0; iter<Niter; ++iter){
 
-	  std::cout<<GridLogMessage<<"\n Restart iteration = "<< iter << std::endl;
+	  std::cout<<"\n Restart iteration = "<< iter << std::endl;
 
 	  // 
 	  // Rudy does a sort first which looks very different. Getting fed up with sorting out the algo defs.
 	  // We loop over 
 	  //
-	OrthoTime=0.;
 	  for(int k=Nk; k<Nm; ++k) step(eval,lme,evec,f,Nm,k);
-	t1=usecond()/1e6;
-	std::cout<<GridLogMessage <<"IRL:: "<<Np <<" steps: "<<t1-t0<< "seconds"<<std::endl; t0=t1;
-	std::cout<<GridLogMessage <<"IRL::Initial steps:OrthoTime "<<OrthoTime<< "seconds"<<std::endl;
 	  f *= lme[Nm-1];
 
 	  RitzMatrix(evec,k2);
-	t1=usecond()/1e6;
-	std::cout<<GridLogMessage <<"IRL:: RitzMatrix: "<<t1-t0<< "seconds"<<std::endl; t0=t1;
 	  
 	  // getting eigenvalues
 	  for(int k=0; k<Nm; ++k){
@@ -583,27 +554,18 @@ until convergence
 	  }
 	  setUnit_Qt(Nm,Qt);
 	  diagonalize(eval2,lme2,Nm,Nm,Qt,grid);
-	t1=usecond()/1e6;
-	std::cout<<GridLogMessage <<"IRL:: diagonalize: "<<t1-t0<< "seconds"<<std::endl; t0=t1;
 
 	  // sorting
 	  _sort.push(eval2,Nm);
-	t1=usecond()/1e6;
-	std::cout<<GridLogMessage <<"IRL:: eval sorting: "<<t1-t0<< "seconds"<<std::endl; t0=t1;
 	  
 	  // Implicitly shifted QR transformations
 	  setUnit_Qt(Nm,Qt);
-	  for(int ip=0; ip<k2; ++ip){
-	std::cout<<GridLogMessage << "eval "<< ip << " "<< eval2[ip] << std::endl;
-	}
 	  for(int ip=k2; ip<Nm; ++ip){ 
-	std::cout<<GridLogMessage << "qr_decomp "<< ip << " "<< eval2[ip] << std::endl;
+	std::cout << "qr_decomp "<< ip << " "<< eval2[ip] << std::endl;
 	    qr_decomp(eval,lme,Nm,Nm,Qt,eval2[ip],k1,Nm);
 		
 	}
-	t1=usecond()/1e6;
-	std::cout<<GridLogMessage <<"IRL::qr_decomp: "<<t1-t0<< "seconds"<<std::endl; t0=t1;
-if (0) {  
+    
 	  for(int i=0; i<(Nk+1); ++i) B[i] = 0.0;
 	  
 	  for(int j=k1-1; j<k2+1; ++j){
@@ -612,38 +574,14 @@ if (0) {
 	      B[j] += Qt[k+Nm*j] * evec[k];
 	    }
 	  }
-	t1=usecond()/1e6;
-	std::cout<<GridLogMessage <<"IRL::QR Rotate: "<<t1-t0<< "seconds"<<std::endl; t0=t1;
-}
-
-if (1) {
-	for(int i=0; i<(Nk+1); ++i) {
-		B[i] = 0.0;
-	  	B[i].checkerboard = evec[0].checkerboard;
-	}
-
-	int j_block = 24; int k_block=24;
-PARALLEL_FOR_LOOP
-	for(int ss=0;ss < grid->oSites();ss++){
-	for(int jj=k1-1; jj<k2+1; jj += j_block)
-	for(int kk=0; kk<Nm; kk += k_block)
-	for(int j=jj; (j<(k2+1)) && j<(jj+j_block); ++j){
-	for(int k=kk; (k<Nm) && k<(kk+k_block) ; ++k){
-	    B[j]._odata[ss] +=Qt[k+Nm*j] * evec[k]._odata[ss]; 
-	}
-	}
-	}
-	t1=usecond()/1e6;
-	std::cout<<GridLogMessage <<"IRL::QR rotation: "<<t1-t0<< "seconds"<<std::endl; t0=t1;
-}
-	for(int j=k1-1; j<k2+1; ++j) evec[j] = B[j];
+	  for(int j=k1-1; j<k2+1; ++j) evec[j] = B[j];
 
 	  // Compressed vector f and beta(k2)
 	  f *= Qt[Nm-1+Nm*(k2-1)];
 	  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<<" beta(k) = "<<beta_k<<std::endl;
 
 	  RealD betar = 1.0/beta_k;
 	  evec[k2] = betar * f;
@@ -656,10 +594,7 @@ PARALLEL_FOR_LOOP
 	  }
 	  setUnit_Qt(Nm,Qt);
 	  diagonalize(eval2,lme2,Nk,Nm,Qt,grid);
-	t1=usecond()/1e6;
-	std::cout<<GridLogMessage <<"IRL::diagonalize: "<<t1-t0<< "seconds"<<std::endl; t0=t1;
 	  
-if (0) {
 	  for(int k = 0; k<Nk; ++k) B[k]=0.0;
 	  
 	  for(int j = 0; j<Nk; ++j){
@@ -667,34 +602,12 @@ if (0) {
 	    B[j].checkerboard = evec[k].checkerboard;
 	      B[j] += Qt[k+j*Nm] * evec[k];
 	    }
-	    std::cout<<GridLogMessage << "norm(B["<<j<<"])="<<norm2(B[j])<<std::endl;
+//	    std::cout << "norm(B["<<j<<"])="<<norm2(B[j])<<std::endl;
 	  }
-	t1=usecond()/1e6;
-	std::cout<<GridLogMessage <<"IRL::Convergence rotation: "<<t1-t0<< "seconds"<<std::endl; t0=t1;
-}
-if (1) {
-	for(int i=0; i<(Nk+1); ++i) {
-		B[i] = 0.0;
-	  	B[i].checkerboard = evec[0].checkerboard;
-	}
-
-	int j_block = 24; int k_block=24;
-PARALLEL_FOR_LOOP
-	for(int ss=0;ss < grid->oSites();ss++){
-	for(int jj=0; jj<Nk; jj += j_block)
-	for(int kk=0; kk<Nk; kk += k_block)
-	for(int j=jj; (j<Nk) && j<(jj+j_block); ++j){
-	for(int k=kk; (k<Nk) && k<(kk+k_block) ; ++k){
-	    B[j]._odata[ss] +=Qt[k+Nm*j] * evec[k]._odata[ss]; 
-	}
-	}
-	}
-	t1=usecond()/1e6;
-	std::cout<<GridLogMessage <<"IRL::convergence rotation : "<<t1-t0<< "seconds"<<std::endl; t0=t1;
-}
+//	_sort.push(eval2,B,Nk);
 
 	  Nconv = 0;
-	  //	  std::cout<<GridLogMessage << std::setiosflags(std::ios_base::scientific);
+	  //	  std::cout << std::setiosflags(std::ios_base::scientific);
 	  for(int i=0; i<Nk; ++i){
 
 //	    _poly(_Linop,B[i],v);
@@ -702,16 +615,14 @@ PARALLEL_FOR_LOOP
 	    
 	    RealD vnum = real(innerProduct(B[i],v)); // HermOp.
 	    RealD vden = norm2(B[i]);
-	    RealD vv0 = norm2(v);
 	    eval2[i] = vnum/vden;
 	    v -= eval2[i]*B[i];
 	    RealD vv = norm2(v);
 	    
 	    std::cout.precision(13);
-	    std::cout<<GridLogMessage << "[" << std::setw(3)<< std::setiosflags(std::ios_base::right) <<i<<"] ";
-	    std::cout<<"eval = "<<std::setw(25)<< std::setiosflags(std::ios_base::left)<< eval2[i];
-	    std::cout<<"|H B[i] - eval[i]B[i]|^2 "<< std::setw(25)<< std::setiosflags(std::ios_base::right)<< vv;
-	    std::cout<<" "<< vnum/(sqrt(vden)*sqrt(vv0)) << std::endl;
+	    std::cout << "[" << std::setw(3)<< std::setiosflags(std::ios_base::right) <<i<<"] ";
+	    std::cout << "eval = "<<std::setw(25)<< std::setiosflags(std::ios_base::left)<< eval2[i];
+	    std::cout <<" |H B[i] - eval[i]B[i]|^2 "<< std::setw(25)<< std::setiosflags(std::ios_base::right)<< vv<< std::endl;
 	    
 	// change the criteria as evals are supposed to be sorted, all evals smaller(larger) than Nstop should have converged
 	    if((vv<eresid*eresid) && (i == Nconv) ){
@@ -720,19 +631,17 @@ PARALLEL_FOR_LOOP
 	    }
 
 	  }  // i-loop end
-	  //	  std::cout<<GridLogMessage << std::resetiosflags(std::ios_base::scientific);
-	t1=usecond()/1e6;
-	std::cout<<GridLogMessage <<"IRL::convergence testing: "<<t1-t0<< "seconds"<<std::endl; t0=t1;
+	  //	  std::cout << std::resetiosflags(std::ios_base::scientific);
 
 
-	  std::cout<<GridLogMessage<<" #modes converged: "<<Nconv<<std::endl;
+	  std::cout<<" #modes converged: "<<Nconv<<std::endl;
 
 	  if( Nconv>=Nstop ){
 	    goto converged;
 	  }
 	} // end of iter loop
 	
-	std::cout<<GridLogMessage<<"\n NOT converged.\n";
+	std::cout<<"\n NOT converged.\n";
 	abort();
 	
       converged:
@@ -745,10 +654,10 @@ PARALLEL_FOR_LOOP
        }
       _sort.push(eval,evec,Nconv);
 
-      std::cout<<GridLogMessage << "\n Converged\n Summary :\n";
-      std::cout<<GridLogMessage << " -- Iterations  = "<< Nconv  << "\n";
-      std::cout<<GridLogMessage << " -- beta(k)     = "<< beta_k << "\n";
-      std::cout<<GridLogMessage << " -- Nconv       = "<< Nconv  << "\n";
+      std::cout << "\n Converged\n Summary :\n";
+      std::cout << " -- Iterations  = "<< Nconv  << "\n";
+      std::cout << " -- beta(k)     = "<< beta_k << "\n";
+      std::cout << " -- Nconv       = "<< Nconv  << "\n";
      }
 
     /////////////////////////////////////////////////
@@ -771,25 +680,25 @@ PARALLEL_FOR_LOOP
 	}
       }
 
-      std::cout<<GridLogMessage<<"Lanczos_Factor start/end " <<start <<"/"<<end<<std::endl;
+      std::cout<<"Lanczos_Factor start/end " <<start <<"/"<<end<<std::endl;
 
       // Starting from scratch, bq[0] contains a random vector and |bq[0]| = 1
       int first;
       if(start == 0){
 
-	std::cout<<GridLogMessage << "start == 0\n"; //TESTING
+	std::cout << "start == 0\n"; //TESTING
 
 	_poly(_Linop,bq[0],bf);
 
 	alpha = real(innerProduct(bq[0],bf));//alpha =  bq[0]^dag A bq[0]
 
-	std::cout<<GridLogMessage << "alpha = " << alpha << std::endl;
+	std::cout << "alpha = " << alpha << std::endl;
 	
 	bf = bf - alpha * bq[0];  //bf =  A bq[0] - alpha bq[0]
 
 	H[0][0]=alpha;
 
-	std::cout<<GridLogMessage << "Set H(0,0) to " << H[0][0] << std::endl;
+	std::cout << "Set H(0,0) to " << H[0][0] << std::endl;
 
 	first = 1;
 
@@ -809,19 +718,19 @@ PARALLEL_FOR_LOOP
 
 	beta = 0;sqbt = 0;
 
-	std::cout<<GridLogMessage << "cont is true so setting beta to zero\n";
+	std::cout << "cont is true so setting beta to zero\n";
 
       }	else {
 
 	beta = norm2(bf);
 	sqbt = sqrt(beta);
 
-	std::cout<<GridLogMessage << "beta = " << beta << std::endl;
+	std::cout << "beta = " << beta << std::endl;
       }
 
       for(int j=first;j<end;j++){
 
-	std::cout<<GridLogMessage << "Factor j " << j <<std::endl;
+	std::cout << "Factor j " << j <<std::endl;
 
 	if(cont){ // switches to factoring; understand start!=0 and initial bf value is right.
 	  bq[j] = bf; cont = false;
@@ -844,7 +753,7 @@ PARALLEL_FOR_LOOP
 
 	beta = fnorm;
 	sqbt = sqrt(beta);
-	std::cout<<GridLogMessage << "alpha = " << alpha << " fnorm = " << fnorm << '\n';
+	std::cout << "alpha = " << alpha << " fnorm = " << fnorm << '\n';
 
 	///Iterative refinement of orthogonality V = [ bq[0]  bq[1]  ...  bq[M] ]
 	int re = 0;
@@ -879,8 +788,8 @@ PARALLEL_FOR_LOOP
 	  bck = sqrt( nmbex );
 	  re++;
 	}
-	std::cout<<GridLogMessage << "Iteratively refined orthogonality, changes alpha\n";
-	if(re > 1) std::cout<<GridLogMessage << "orthagonality refined " << re << " times" <<std::endl;
+	std::cout << "Iteratively refined orthogonality, changes alpha\n";
+	if(re > 1) std::cout << "orthagonality refined " << re << " times" <<std::endl;
 	H[j][j]=alpha;
       }
 
@@ -895,13 +804,11 @@ PARALLEL_FOR_LOOP
 
     void ImplicitRestart(int TM, DenseVector<RealD> &evals,  DenseVector<DenseVector<RealD> > &evecs, DenseVector<Field> &bq, Field &bf, int cont)
     {
-      std::cout<<GridLogMessage << "ImplicitRestart begin. Eigensort starting\n";
+      std::cout << "ImplicitRestart begin. Eigensort starting\n";
 
       DenseMatrix<RealD> H; Resize(H,Nm,Nm);
 
-#ifndef USE_LAPACK
       EigenSort(evals, evecs);
-#endif
 
       ///Assign shifts
       int K=Nk;
@@ -924,15 +831,15 @@ PARALLEL_FOR_LOOP
       /// Shifted H defines a new K step Arnoldi factorization
       RealD  beta = H[ff][ff-1]; 
       RealD  sig  = Q[TM - 1][ff - 1];
-      std::cout<<GridLogMessage << "beta = " << beta << " sig = " << real(sig) <<std::endl;
+      std::cout << "beta = " << beta << " sig = " << real(sig) <<std::endl;
 
-      std::cout<<GridLogMessage << "TM = " << TM << " ";
-      std::cout<<GridLogMessage << norm2(bq[0]) << " -- before" <<std::endl;
+      std::cout << "TM = " << TM << " ";
+      std::cout << norm2(bq[0]) << " -- before" <<std::endl;
 
       /// q -> q Q
       times_real(bq, Q, TM);
 
-      std::cout<<GridLogMessage << norm2(bq[0]) << " -- after " << ff <<std::endl;
+      std::cout << norm2(bq[0]) << " -- after " << ff <<std::endl;
       bf =  beta* bq[ff] + sig* bf;
 
       /// Do the rest of the factorization
@@ -956,7 +863,7 @@ PARALLEL_FOR_LOOP
       int ff = Lanczos_Factor(0, M, cont, bq,bf,H); // 0--M to begin with
 
       if(ff < M) {
-	std::cout<<GridLogMessage << "Krylov: aborting ff "<<ff <<" "<<M<<std::endl;
+	std::cout << "Krylov: aborting ff "<<ff <<" "<<M<<std::endl;
 	abort(); // Why would this happen?
       }
 
@@ -965,7 +872,7 @@ PARALLEL_FOR_LOOP
 
       for(int it = 0; it < Niter && (converged < Nk); ++it) {
 
-	std::cout<<GridLogMessage << "Krylov: Iteration --> " << it << std::endl;
+	std::cout << "Krylov: Iteration --> " << it << std::endl;
 	int lock_num = lock ? converged : 0;
 	DenseVector<RealD> tevals(M - lock_num );
 	DenseMatrix<RealD> tevecs; Resize(tevecs,M - lock_num,M - lock_num);
@@ -981,7 +888,7 @@ PARALLEL_FOR_LOOP
       Wilkinson<RealD>(H, evals, evecs, small); 
       //      Check();
 
-      std::cout<<GridLogMessage << "Done  "<<std::endl;
+      std::cout << "Done  "<<std::endl;
 
     }
 
@@ -1046,7 +953,7 @@ PARALLEL_FOR_LOOP
 		  DenseVector<RealD> &tevals, DenseVector<DenseVector<RealD> > &tevecs, 
 		  int lock, int converged)
     {
-      std::cout<<GridLogMessage << "Converged " << converged << " so far." << std::endl;
+      std::cout << "Converged " << converged << " so far." << std::endl;
       int lock_num = lock ? converged : 0;
       int M = Nm;
 
@@ -1061,9 +968,7 @@ PARALLEL_FOR_LOOP
       RealD small=1.0e-16;
       Wilkinson<RealD>(AH, tevals, tevecs, small);
 
-#ifndef USE_LAPACK
       EigenSort(tevals, tevecs);
-#endif
 
       RealD resid_nrm=  norm2(bf);
 
@@ -1074,7 +979,7 @@ PARALLEL_FOR_LOOP
 	RealD diff = 0;
 	diff = abs( tevecs[i][Nm - 1 - lock_num] ) * resid_nrm;
 
-	std::cout<<GridLogMessage << "residual estimate " << SS-1-i << " " << diff << " of (" << tevals[i] << ")" << std::endl;
+	std::cout << "residual estimate " << SS-1-i << " " << diff << " of (" << tevals[i] << ")" << std::endl;
 
 	if(diff < converged) {
 
@@ -1090,13 +995,13 @@ PARALLEL_FOR_LOOP
 	    lock_num++;
 	  }
 	  converged++;
-	  std::cout<<GridLogMessage << " converged on eval " << converged << " of " << Nk << std::endl;
+	  std::cout << " converged on eval " << converged << " of " << Nk << std::endl;
 	} else {
 	  break;
 	}
       }
 #endif
-      std::cout<<GridLogMessage << "Got " << converged << " so far " <<std::endl;	
+      std::cout << "Got " << converged << " so far " <<std::endl;	
     }
 
     ///Check
@@ -1105,9 +1010,7 @@ PARALLEL_FOR_LOOP
 
       DenseVector<RealD> goodval(this->get);
 
-#ifndef USE_LAPACK
       EigenSort(evals,evecs);
-#endif
 
       int NM = Nm;
 
@@ -1179,16 +1082,14 @@ say con = 2
 **/
 
 template<class T>
-static void Lock(DenseMatrix<T> &H, 	///Hess mtx	
-		 DenseMatrix<T> &Q, 	///Lock Transform
-		 T val, 		///value to be locked
-		 int con, 	///number already locked
+static void Lock(DenseMatrix<T> &H, 	// Hess mtx	
+		 DenseMatrix<T> &Q, 	// Lock Transform
+		 T val, 		// value to be locked
+		 int con, 	// number already locked
 		 RealD small,
 		 int dfg,
 		 bool herm)
 {	
-
-
   //ForceTridiagonal(H);
 
   int M = H.dim;
@@ -1220,7 +1121,6 @@ static void Lock(DenseMatrix<T> &H, 	///Hess mtx
 
   AH = Hermitian(QQ)*AH;
   AH = AH*QQ;
-	
 
   for(int i=con;i<M;i++){
     for(int j=con;j<M;j++){

lib/algorithms/iterative/Matrix.h

@@ -1,453 +0,0 @@
-    /*************************************************************************************
-
-    Grid physics library, www.github.com/paboyle/Grid 
-
-    Source file: ./lib/algorithms/iterative/Matrix.h
-
-    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 */
-#ifndef MATRIX_H
-#define MATRIX_H
-
-#include <cstdlib>
-#include <string>
-#include <cmath>
-#include <vector>
-#include <iostream>
-#include <iomanip>
-#include <complex>
-#include <typeinfo>
-#include <Grid.h>
-
-
-/** Sign function **/
-template <class T> T sign(T p){return ( p/abs(p) );}
-
-/////////////////////////////////////////////////////////////////////////////////////////////////////////
-///////////////////// Hijack STL containers for our wicked means /////////////////////////////////////////
-/////////////////////////////////////////////////////////////////////////////////////////////////////////
-template<class T> using Vector = Vector<T>;
-template<class T> using Matrix = Vector<Vector<T> >;
-
-template<class T> void Resize(Vector<T > & vec, int N) { vec.resize(N); }
-
-template<class T> void Resize(Matrix<T > & mat, int N, int M) { 
-  mat.resize(N);
-  for(int i=0;i<N;i++){
-    mat[i].resize(M);
-  }
-}
-template<class T> void Size(Vector<T> & vec, int &N) 
-{ 
-  N= vec.size();
-}
-template<class T> void Size(Matrix<T> & mat, int &N,int &M) 
-{ 
-  N= mat.size();
-  M= mat[0].size();
-}
-template<class T> void SizeSquare(Matrix<T> & mat, int &N) 
-{ 
-  int M; Size(mat,N,M);
-  assert(N==M);
-}
-template<class T> void SizeSame(Matrix<T> & mat1,Matrix<T> &mat2, int &N1,int &M1) 
-{ 
-  int N2,M2;
-  Size(mat1,N1,M1);
-  Size(mat2,N2,M2);
-  assert(N1==N2);
-  assert(M1==M2);
-}
-
-//*****************************************
-//*	(Complex) Vector operations	*
-//*****************************************
-
-/**Conj of a Vector **/
-template <class T> Vector<T> conj(Vector<T> p){
-	Vector<T> q(p.size());
-	for(int i=0;i<p.size();i++){q[i] = conj(p[i]);}
-	return q;
-}
-
-/** Norm of a Vector**/
-template <class T> T norm(Vector<T> p){
-	T sum = 0;
-	for(int i=0;i<p.size();i++){sum = sum + p[i]*conj(p[i]);}
-	return abs(sqrt(sum));
-}
-
-/** Norm squared of a Vector **/
-template <class T> T norm2(Vector<T> p){
-	T sum = 0;
-	for(int i=0;i<p.size();i++){sum = sum + p[i]*conj(p[i]);}
-	return abs((sum));
-}
-
-/** Sum elements of a Vector **/
-template <class T> T trace(Vector<T> p){
-	T sum = 0;
-	for(int i=0;i<p.size();i++){sum = sum + p[i];}
-	return sum;
-}
-
-/** Fill a Vector with constant c **/
-template <class T> void Fill(Vector<T> &p, T c){
-	for(int i=0;i<p.size();i++){p[i] = c;}
-}
-/** Normalize a Vector **/
-template <class T> void normalize(Vector<T> &p){
-	T m = norm(p);
-	if( abs(m) > 0.0) for(int i=0;i<p.size();i++){p[i] /= m;}
-}
-/** Vector by scalar **/
-template <class T, class U> Vector<T> times(Vector<T> p, U s){
-	for(int i=0;i<p.size();i++){p[i] *= s;}
-	return p;
-}
-template <class T, class U> Vector<T> times(U s, Vector<T> p){
-	for(int i=0;i<p.size();i++){p[i] *= s;}
-	return p;
-}
-/** inner product of a and b = conj(a) . b **/
-template <class T> T inner(Vector<T> a, Vector<T> b){
-	T m = 0.;
-	for(int i=0;i<a.size();i++){m = m + conj(a[i])*b[i];}
-	return m;
-}
-/** sum of a and b = a + b **/
-template <class T> Vector<T> add(Vector<T> a, Vector<T> b){
-	Vector<T> m(a.size());
-	for(int i=0;i<a.size();i++){m[i] = a[i] + b[i];}
-	return m;
-}
-/** sum of a and b = a - b **/
-template <class T> Vector<T> sub(Vector<T> a, Vector<T> b){
-	Vector<T> m(a.size());
-	for(int i=0;i<a.size();i++){m[i] = a[i] - b[i];}
-	return m;
-}
-
-/** 
- *********************************
- *	Matrices	         *
- *********************************
- **/
-
-template<class T> void Fill(Matrix<T> & mat, T&val) { 
-  int N,M;
-  Size(mat,N,M);
-  for(int i=0;i<N;i++){
-  for(int j=0;j<M;j++){
-    mat[i][j] = val;
-  }}
-}
-
-/** Transpose of a matrix **/
-Matrix<T> Transpose(Matrix<T> & mat){
-  int N,M;
-  Size(mat,N,M);
-  Matrix C; Resize(C,M,N);
-  for(int i=0;i<M;i++){
-  for(int j=0;j<N;j++){
-    C[i][j] = mat[j][i];
-  }} 
-  return C;
-}
-/** Set Matrix to unit matrix **/
-template<class T> void Unity(Matrix<T> &mat){
-  int N;  SizeSquare(mat,N);
-  for(int i=0;i<N;i++){
-    for(int j=0;j<N;j++){
-      if ( i==j ) A[i][j] = 1;
-      else        A[i][j] = 0;
-    } 
-  } 
-}
-/** Add C * I to matrix **/
-template<class T>
-void PlusUnit(Matrix<T> & A,T c){
-  int dim;  SizeSquare(A,dim);
-  for(int i=0;i<dim;i++){A[i][i] = A[i][i] + c;} 
-}
-
-/** return the Hermitian conjugate of matrix **/
-Matrix<T> HermitianConj(Matrix<T> &mat){
-
-  int dim; SizeSquare(mat,dim);
-
-  Matrix<T> C; Resize(C,dim,dim);
-
-  for(int i=0;i<dim;i++){
-    for(int j=0;j<dim;j++){
-      C[i][j] = conj(mat[j][i]);
-    } 
-  } 
-  return C;
-}
-
-/** return diagonal entries as a Vector **/
-Vector<T> diag(Matrix<T> &A)
-{
-  int dim; SizeSquare(A,dim);
-  Vector<T> d; Resize(d,dim);
-
-  for(int i=0;i<dim;i++){
-    d[i] = A[i][i];
-  }
-  return d;
-}
-
-/** Left multiply by a Vector **/
-Vector<T> operator *(Vector<T> &B,Matrix<T> &A)
-{
-  int K,M,N; 
-  Size(B,K);
-  Size(A,M,N);
-  assert(K==M);
-  
-  Vector<T> C; Resize(C,N);
-
-  for(int j=0;j<N;j++){
-    T sum = 0.0;
-    for(int i=0;i<M;i++){
-      sum += B[i] * A[i][j];
-    }
-    C[j] =  sum;
-  }
-  return C; 
-}
-
-/** return 1/diagonal entries as a Vector **/
-Vector<T> inv_diag(Matrix<T> & A){
-  int dim; SizeSquare(A,dim);
-  Vector<T> d; Resize(d,dim);
-  for(int i=0;i<dim;i++){
-    d[i] = 1.0/A[i][i];
-  }
-  return d;
-}
-/** Matrix Addition **/
-inline Matrix<T> operator + (Matrix<T> &A,Matrix<T> &B)
-{
-  int N,M  ; SizeSame(A,B,N,M);
-  Matrix C; Resize(C,N,M);
-  for(int i=0;i<N;i++){
-    for(int j=0;j<M;j++){
-      C[i][j] = A[i][j] +  B[i][j];
-    } 
-  } 
-  return C;
-} 
-/** Matrix Subtraction **/
-inline Matrix<T> operator- (Matrix<T> & A,Matrix<T> &B){
-  int N,M  ; SizeSame(A,B,N,M);
-  Matrix C; Resize(C,N,M);
-  for(int i=0;i<N;i++){
-  for(int j=0;j<M;j++){
-    C[i][j] = A[i][j] -  B[i][j];
-  }}
-  return C;
-} 
-
-/** Matrix scalar multiplication **/
-inline Matrix<T> operator* (Matrix<T> & A,T c){
-  int N,M; Size(A,N,M);
-  Matrix C; Resize(C,N,M);
-  for(int i=0;i<N;i++){
-  for(int j=0;j<M;j++){
-    C[i][j] = A[i][j]*c;
-  }} 
-  return C;
-} 
-/** Matrix Matrix multiplication **/
-inline Matrix<T> operator* (Matrix<T> &A,Matrix<T> &B){
-  int K,L,N,M;
-  Size(A,K,L);
-  Size(B,N,M); assert(L==N);
-  Matrix C; Resize(C,K,M);
-
-  for(int i=0;i<K;i++){
-    for(int j=0;j<M;j++){
-      T sum = 0.0;
-      for(int k=0;k<N;k++) sum += A[i][k]*B[k][j];
-      C[i][j] =sum;
-    }
-  }
-  return C; 
-} 
-/** Matrix Vector multiplication **/
-inline Vector<T> operator* (Matrix<T> &A,Vector<T> &B){
-  int M,N,K;
-  Size(A,N,M);
-  Size(B,K); assert(K==M);
-  Vector<T> C; Resize(C,N);
-  for(int i=0;i<N;i++){
-    T sum = 0.0;
-    for(int j=0;j<M;j++) sum += A[i][j]*B[j];
-    C[i] =  sum;
-  }
-  return C; 
-} 
-
-/** Some version of Matrix norm **/
-/*
-inline T Norm(){ // this is not a usual L2 norm
-    T norm = 0;
-    for(int i=0;i<dim;i++){
-      for(int j=0;j<dim;j++){
-	norm += abs(A[i][j]);
-    }}
-    return norm;
-  }
-*/
-
-/** Some version of Matrix norm **/
-template<class T> T LargestDiag(Matrix<T> &A)
-{
-  int dim ; SizeSquare(A,dim); 
-
-  T ld = abs(A[0][0]);
-  for(int i=1;i<dim;i++){
-    T cf = abs(A[i][i]);
-    if(abs(cf) > abs(ld) ){ld = cf;}
-  }
-  return ld;
-}
-
-/** Look for entries on the leading subdiagonal that are smaller than 'small' **/
-template <class T,class U> int Chop_subdiag(Matrix<T> &A,T norm, int offset, U small)
-{
-  int dim; SizeSquare(A,dim);
-  for(int l = dim - 1 - offset; l >= 1; l--) {             		
-    if((U)abs(A[l][l - 1]) < (U)small) {
-      A[l][l-1]=(U)0.0;
-      return l;
-    }
-  }
-  return 0;
-}
-
-/** Look for entries on the leading subdiagonal that are smaller than 'small' **/
-template <class T,class U> int Chop_symm_subdiag(Matrix<T> & A,T norm, int offset, U small) 
-{
-  int dim; SizeSquare(A,dim);
-  for(int l = dim - 1 - offset; l >= 1; l--) {
-    if((U)abs(A[l][l - 1]) < (U)small) {
-      A[l][l - 1] = (U)0.0;
-      A[l - 1][l] = (U)0.0;
-      return l;
-    }
-  }
-  return 0;
-}
-/**Assign a submatrix to a larger one**/
-template<class T>
-void AssignSubMtx(Matrix<T> & A,int row_st, int row_end, int col_st, int col_end, Matrix<T> &S)
-{
-  for(int i = row_st; i<row_end; i++){
-    for(int j = col_st; j<col_end; j++){
-      A[i][j] = S[i - row_st][j - col_st];
-    }
-  }
-}
-
-/**Get a square submatrix**/
-template <class T>
-Matrix<T> GetSubMtx(Matrix<T> &A,int row_st, int row_end, int col_st, int col_end)
-{
-  Matrix<T> H; Resize(row_end - row_st,col_end-col_st);
-
-  for(int i = row_st; i<row_end; i++){
-  for(int j = col_st; j<col_end; j++){
-    H[i-row_st][j-col_st]=A[i][j];
-  }}
-  return H;
-}
-  
- /**Assign a submatrix to a larger one NB remember Vector Vectors are transposes of the matricies they represent**/
-template<class T>
-void AssignSubMtx(Matrix<T> & A,int row_st, int row_end, int col_st, int col_end, Matrix<T> &S)
-{
-  for(int i = row_st; i<row_end; i++){
-  for(int j = col_st; j<col_end; j++){
-    A[i][j] = S[i - row_st][j - col_st];
-  }}
-}
-  
-/** compute b_i A_ij b_j **/ // surprised no Conj
-template<class T> T proj(Matrix<T> A, Vector<T> B){
-  int dim; SizeSquare(A,dim);
-  int dimB; Size(B,dimB);
-  assert(dimB==dim);
-  T C = 0;
-  for(int i=0;i<dim;i++){
-    T sum = 0.0;
-    for(int j=0;j<dim;j++){
-      sum += A[i][j]*B[j];
-    }
-    C +=  B[i]*sum; // No conj?
-  }
-  return C; 
-}
-
-
-/*
- *************************************************************
- *
- * Matrix Vector products
- *
- *************************************************************
- */
-// Instead make a linop and call my CG;
-
-/// q -> q Q
-template <class T,class Fermion> void times(Vector<Fermion> &q, Matrix<T> &Q)
-{
-  int M; SizeSquare(Q,M);
-  int N; Size(q,N); 
-  assert(M==N);
-
-  times(q,Q,N);
-}
-
-/// q -> q Q
-template <class T> void times(multi1d<LatticeFermion> &q, Matrix<T> &Q, int N)
-{
-  GridBase *grid = q[0]._grid;
-  int M; SizeSquare(Q,M);
-  int K; Size(q,K); 
-  assert(N<M);
-  assert(N<K);
-  Vector<Fermion> S(N,grid );
-  for(int j=0;j<N;j++){
-    S[j] = zero;
-    for(int k=0;k<N;k++){
-      S[j] = S[j] +  q[k]* Q[k][j]; 
-    }
-  }
-  for(int j=0;j<q.size();j++){
-    q[j] = S[j];
-  }
-}
-#endif

lib/algorithms/iterative/TODO

@@ -1,15 +0,0 @@
-- ConjugateGradientMultiShift
-- MCR
-
-- Potentially Useful Boost libraries
-
-- MultiArray
-- Aligned allocator; memory pool
-- Remez -- Mike or Boost?
-- Multiprecision
-- quaternians
-- Tokenize
-- Serialization
-- Regex
-- Proto (ET)
-- uBlas

lib/algorithms/iterative/bisec.c

@@ -1,122 +0,0 @@
-#include <math.h>
-#include <stdlib.h>
-#include <vector>
-
-struct Bisection {
-
-static void get_eig2(int row_num,std::vector<RealD> &ALPHA,std::vector<RealD> &BETA, std::vector<RealD> & eig)
-{
-  int i,j;
-  std::vector<RealD> evec1(row_num+3);
-  std::vector<RealD> evec2(row_num+3);
-  RealD eps2;
-  ALPHA[1]=0.;
-  BETHA[1]=0.;
-  for(i=0;i<row_num-1;i++) {
-    ALPHA[i+1] = A[i*(row_num+1)].real();
-    BETHA[i+2] = A[i*(row_num+1)+1].real();
-  }
-  ALPHA[row_num] = A[(row_num-1)*(row_num+1)].real();
-  bisec(ALPHA,BETHA,row_num,1,row_num,1e-10,1e-10,evec1,eps2);
-  bisec(ALPHA,BETHA,row_num,1,row_num,1e-16,1e-16,evec2,eps2);
-
-  // Do we really need to sort here?
-  int begin=1;
-  int end = row_num;
-  int swapped=1;
-  while(swapped) {
-    swapped=0;
-    for(i=begin;i<end;i++){
-      if(mag(evec2[i])>mag(evec2[i+1]))	{
-	swap(evec2+i,evec2+i+1);
-	swapped=1;
-      }
-    }
-    end--;
-    for(i=end-1;i>=begin;i--){
-      if(mag(evec2[i])>mag(evec2[i+1]))	{
-	swap(evec2+i,evec2+i+1);
-	swapped=1;
-      }
-    }
-    begin++;
-  }
-
-  for(i=0;i<row_num;i++){
-    for(j=0;j<row_num;j++) {
-      if(i==j) H[i*row_num+j]=evec2[i+1];
-      else H[i*row_num+j]=0.;
-    }
-  }
-}
-
-static void bisec(std::vector<RealD> &c,   
-		  std::vector<RealD> &b,
-		  int n,
-		  int m1,
-		  int m2,
-		  RealD eps1,
-		  RealD relfeh,
-		  std::vector<RealD> &x,
-		  RealD &eps2)
-{
-  std::vector<RealD> wu(n+2);
-
-  RealD h,q,x1,xu,x0,xmin,xmax; 
-  int i,a,k;
-
-  b[1]=0.0;
-  xmin=c[n]-fabs(b[n]);
-  xmax=c[n]+fabs(b[n]);
-  for(i=1;i<n;i++){
-    h=fabs(b[i])+fabs(b[i+1]);
-    if(c[i]+h>xmax) xmax= c[i]+h;
-    if(c[i]-h<xmin) xmin= c[i]-h;
-  }
-  xmax *=2.;
-
-  eps2=relfeh*((xmin+xmax)>0.0 ? xmax : -xmin);
-  if(eps1<=0.0) eps1=eps2;
-  eps2=0.5*eps1+7.0*(eps2);
-  x0=xmax;
-  for(i=m1;i<=m2;i++){
-    x[i]=xmax;
-    wu[i]=xmin;
-  }
-
-  for(k=m2;k>=m1;k--){
-    xu=xmin;
-    i=k;
-    do{
-      if(xu<wu[i]){
-	xu=wu[i];
-	i=m1-1;
-      }
-      i--;
-    }while(i>=m1);
-    if(x0>x[k]) x0=x[k];
-    while((x0-xu)>2*relfeh*(fabs(xu)+fabs(x0))+eps1){
-      x1=(xu+x0)/2;
-
-      a=0;
-      q=1.0;
-      for(i=1;i<=n;i++){
-	q=c[i]-x1-((q!=0.0)? b[i]*b[i]/q:fabs(b[i])/relfeh);
-	if(q<0) a++;
-      }
-      //			printf("x1=%e a=%d\n",x1,a);
-      if(a<k){
-	if(a<m1){
-	  xu=x1;
-	  wu[m1]=x1;
-	}else {
-	  xu=x1;
-	  wu[a+1]=x1;
-	  if(x[a]>x1) x[a]=x1;
-	}
-      }else x0=x1;
-    }
-    x[k]=(x0+xu)/2;
-  }
-}
-}

lib/algorithms/iterative/get_eig.c

@@ -1 +0,0 @@
-

lib/allocator/AlignedAllocator.cc

@@ -1,7 +1,7 @@
 
 
 
-#include <Grid/Grid.h>
+#include <Grid/GridCore.h>
 
 namespace Grid {
 
@@ -13,9 +13,10 @@ void *PointerCache::Insert(void *ptr,size_t bytes) {
 
   if (bytes < 4096 ) return NULL;
 
-#ifdef _OPENMP
+#ifdef GRID_OMP
   assert(omp_in_parallel()==0);
 #endif 
+
   void * ret = NULL;
   int v = -1;
 

lib/cartesian/Cartesian_base.h

@@ -52,7 +52,7 @@ public:
 
     // Physics Grid information.
     std::vector<int> _simd_layout;// Which dimensions get relayed out over simd lanes.
-    std::vector<int> _fdimensions;// Global dimensions of array prior to cb removal
+    std::vector<int> _fdimensions;// (full) Global dimensions of array prior to cb removal
     std::vector<int> _gdimensions;// Global dimensions of array after cb removal
     std::vector<int> _ldimensions;// local dimensions of array with processor images removed
     std::vector<int> _rdimensions;// Reduced local dimensions with simd lane images and processor images removed 
@@ -121,7 +121,6 @@ public:
       Lexicographic::CoorFromIndex(coor,Oindex,_rdimensions);
     }
 
-
     //////////////////////////////////////////////////////////
     // SIMD lane addressing
     //////////////////////////////////////////////////////////
@@ -178,9 +177,11 @@ public:
     // Global addressing
     ////////////////////////////////////////////////////////////////
     void GlobalIndexToGlobalCoor(int gidx,std::vector<int> &gcoor){
+      assert(gidx< gSites());
       Lexicographic::CoorFromIndex(gcoor,gidx,_gdimensions);
     }
     void LocalIndexToLocalCoor(int lidx,std::vector<int> &lcoor){
+      assert(lidx<lSites());
       Lexicographic::CoorFromIndex(lcoor,lidx,_ldimensions);
     }
     void GlobalCoorToGlobalIndex(const std::vector<int> & gcoor,int & gidx){
@@ -207,16 +208,16 @@ public:
       std::vector<int> lcoor;
       GlobalCoorToProcessorCoorLocalCoor(pcoor,lcoor,gcoor);
       rank = RankFromProcessorCoor(pcoor);
-
+      /*
       std::vector<int> cblcoor(lcoor);
       for(int d=0;d<cblcoor.size();d++){
 	if( this->CheckerBoarded(d) ) {
 	  cblcoor[d] = lcoor[d]/2;
 	}
       }
-
-      i_idx= iIndex(cblcoor);// this does not imply divide by 2 on checker dim
-      o_idx= oIndex(lcoor);  // this implies divide by 2 on checkerdim
+      */
+      i_idx= iIndex(lcoor);
+      o_idx= oIndex(lcoor);
     }
 
     void RankIndexToGlobalCoor(int rank, int o_idx, int i_idx , std::vector<int> &gcoor)

lib/communicator/Communicator_base.cc

@@ -25,7 +25,8 @@ Author: Peter Boyle <paboyle@ph.ed.ac.uk>
     See the full license in the file "LICENSE" in the top level distribution directory
     *************************************************************************************/
     /*  END LEGAL */
-#include <Grid/Grid.h>
+#include <Grid/GridCore.h>
+
 namespace Grid {
 
 ///////////////////////////////////////////////////////////////
@@ -33,6 +34,7 @@ namespace Grid {
 ///////////////////////////////////////////////////////////////
 void *              CartesianCommunicator::ShmCommBuf;
 uint64_t            CartesianCommunicator::MAX_MPI_SHM_BYTES   = 128*1024*1024; 
+CartesianCommunicator::CommunicatorPolicy_t  CartesianCommunicator::CommunicatorPolicy= CartesianCommunicator::CommunicatorPolicyConcurrent;
 
 /////////////////////////////////
 // Alloc, free shmem region
@@ -88,7 +90,9 @@ void CartesianCommunicator::GlobalSumVector(ComplexD *c,int N)
 
 #if !defined( GRID_COMMS_MPI3) && !defined (GRID_COMMS_MPI3L)
 
-void CartesianCommunicator::StencilSendToRecvFromBegin(std::vector<CommsRequest_t> &list,
+int                      CartesianCommunicator::NodeCount(void)    { return ProcessorCount();};
+
+double CartesianCommunicator::StencilSendToRecvFromBegin(std::vector<CommsRequest_t> &list,
 						       void *xmit,
 						       int xmit_to_rank,
 						       void *recv,
@@ -96,6 +100,7 @@ void CartesianCommunicator::StencilSendToRecvFromBegin(std::vector<CommsRequest_
 						       int bytes)
 {
   SendToRecvFromBegin(list,xmit,xmit_to_rank,recv,recv_from_rank,bytes);
+  return 2.0*bytes;
 }
 void CartesianCommunicator::StencilSendToRecvFromComplete(std::vector<CommsRequest_t> &waitall)
 {

lib/communicator/Communicator_base.h

@@ -116,6 +116,12 @@ class CartesianCommunicator {
   // Implemented in Communicator_base.C
   /////////////////////////////////
   static void * ShmCommBuf;
+
+  // Isend/Irecv/Wait, or Sendrecv blocking
+  enum CommunicatorPolicy_t { CommunicatorPolicyConcurrent, CommunicatorPolicySequential };
+  static CommunicatorPolicy_t CommunicatorPolicy;
+  static void SetCommunicatorPolicy(CommunicatorPolicy_t policy ) { CommunicatorPolicy = policy; }
+
   size_t heap_top;
   size_t heap_bytes;
 
@@ -148,6 +154,7 @@ class CartesianCommunicator {
   const std::vector<int> & ThisProcessorCoor(void) ;
   const std::vector<int> & ProcessorGrid(void)     ;
   int                      ProcessorCount(void)    ;
+  int                      NodeCount(void)    ;
 
   ////////////////////////////////////////////////////////////////////////////////
   // very VERY rarely (Log, serial RNG) we need world without a grid
@@ -200,7 +207,7 @@ class CartesianCommunicator {
   
   void SendToRecvFromComplete(std::vector<CommsRequest_t> &waitall);
 
-  void StencilSendToRecvFromBegin(std::vector<CommsRequest_t> &list,
+  double StencilSendToRecvFromBegin(std::vector<CommsRequest_t> &list,
 				  void *xmit,
 				  int xmit_to_rank,
 				  void *recv,

lib/communicator/Communicator_mpi.cc

@@ -25,7 +25,9 @@ Author: Peter Boyle <paboyle@ph.ed.ac.uk>
     See the full license in the file "LICENSE" in the top level distribution directory
     *************************************************************************************/
     /*  END LEGAL */
-#include <Grid/Grid.h>
+#include <Grid/GridCore.h>
+#include <Grid/GridQCDcore.h>
+#include <Grid/qcd/action/ActionCore.h>
 #include <mpi.h>
 
 namespace Grid {
@@ -39,9 +41,13 @@ MPI_Comm CartesianCommunicator::communicator_world;
 // Should error check all MPI calls.
 void CartesianCommunicator::Init(int *argc, char ***argv) {
   int flag;
+  int provided;
   MPI_Initialized(&flag); // needed to coexist with other libs apparently
   if ( !flag ) {
-    MPI_Init(argc,argv);
+    MPI_Init_thread(argc,argv,MPI_THREAD_MULTIPLE,&provided);
+    if ( provided != MPI_THREAD_MULTIPLE ) {
+      QCD::WilsonKernelsStatic::Comms = QCD::WilsonKernelsStatic::CommsThenCompute;
+    }
   }
   MPI_Comm_dup (MPI_COMM_WORLD,&communicator_world);
   ShmInitGeneric();
@@ -152,24 +158,34 @@ void CartesianCommunicator::SendToRecvFromBegin(std::vector<CommsRequest_t> &lis
 						int from,
 						int bytes)
 {
-  MPI_Request xrq;
-  MPI_Request rrq;
-  int rank = _processor;
+  int myrank = _processor;
   int ierr;
-  ierr =MPI_Isend(xmit, bytes, MPI_CHAR,dest,_processor,communicator,&xrq);
-  ierr|=MPI_Irecv(recv, bytes, MPI_CHAR,from,from,communicator,&rrq);
-  
-  assert(ierr==0);
+  if ( CommunicatorPolicy == CommunicatorPolicyConcurrent ) { 
+    MPI_Request xrq;
+    MPI_Request rrq;
 
-  list.push_back(xrq);
-  list.push_back(rrq);
+    ierr =MPI_Irecv(recv, bytes, MPI_CHAR,from,from,communicator,&rrq);
+    ierr|=MPI_Isend(xmit, bytes, MPI_CHAR,dest,_processor,communicator,&xrq);
+    
+    assert(ierr==0);
+    list.push_back(xrq);
+    list.push_back(rrq);
+  } else { 
+    // Give the CPU to MPI immediately; can use threads to overlap optionally
+    ierr=MPI_Sendrecv(xmit,bytes,MPI_CHAR,dest,myrank,
+		      recv,bytes,MPI_CHAR,from, from,
+		      communicator,MPI_STATUS_IGNORE);
+    assert(ierr==0);
+  }
 }
 void CartesianCommunicator::SendToRecvFromComplete(std::vector<CommsRequest_t> &list)
 {
-  int nreq=list.size();
-  std::vector<MPI_Status> status(nreq);
-  int ierr = MPI_Waitall(nreq,&list[0],&status[0]);
-  assert(ierr==0);
+  if ( CommunicatorPolicy == CommunicatorPolicyConcurrent ) { 
+    int nreq=list.size();
+    std::vector<MPI_Status> status(nreq);
+    int ierr = MPI_Waitall(nreq,&list[0],&status[0]);
+    assert(ierr==0);
+  }
 }
 
 void CartesianCommunicator::Barrier(void)

lib/communicator/Communicator_mpi3.cc

@@ -1,4 +1,4 @@
-    /*************************************************************************************
+/*************************************************************************************
 
     Grid physics library, www.github.com/paboyle/Grid 
 
@@ -25,9 +25,23 @@ Author: Peter Boyle <paboyle@ph.ed.ac.uk>
     See the full license in the file "LICENSE" in the top level distribution directory
     *************************************************************************************/
     /*  END LEGAL */
-#include <Grid/Grid.h>
+#include <Grid/GridCore.h>
+
 #include <mpi.h>
 
+#include <semaphore.h>
+#include <fcntl.h>
+#include <unistd.h>
+#include <limits.h>
+#include <sys/types.h>
+#include <sys/ipc.h>
+#include <sys/shm.h>
+#include <sys/mman.h>
+//#include <zlib.h>
+#ifndef SHM_HUGETLB
+#define SHM_HUGETLB 04000
+#endif
+
 namespace Grid {
 
 ///////////////////////////////////////////////////////////////////////////////////////////////////
@@ -50,6 +64,10 @@ std::vector<int> CartesianCommunicator::GroupRanks;
 std::vector<int> CartesianCommunicator::MyGroup;
 std::vector<void *> CartesianCommunicator::ShmCommBufs;
 
+int CartesianCommunicator::NodeCount(void)    { return GroupSize;};
+
+
+#undef FORCE_COMMS
 void *CartesianCommunicator::ShmBufferSelf(void)
 {
   return ShmCommBufs[ShmRank];
@@ -57,6 +75,9 @@ void *CartesianCommunicator::ShmBufferSelf(void)
 void *CartesianCommunicator::ShmBuffer(int rank)
 {
   int gpeer = GroupRanks[rank];
+#ifdef FORCE_COMMS
+  return NULL;
+#endif
   if (gpeer == MPI_UNDEFINED){
     return NULL;
   } else { 
@@ -65,7 +86,13 @@ void *CartesianCommunicator::ShmBuffer(int rank)
 }
 void *CartesianCommunicator::ShmBufferTranslate(int rank,void * local_p)
 {
+  static int count =0;
   int gpeer = GroupRanks[rank];
+  assert(gpeer!=ShmRank); // never send to self
+  assert(rank!=WorldRank);// never send to self
+#ifdef FORCE_COMMS
+  return NULL;
+#endif
   if (gpeer == MPI_UNDEFINED){
     return NULL;
   } else { 
@@ -76,16 +103,27 @@ void *CartesianCommunicator::ShmBufferTranslate(int rank,void * local_p)
 }
 
 void CartesianCommunicator::Init(int *argc, char ***argv) {
+
   int flag;
+  int provided;
+  //  mtrace();
+
   MPI_Initialized(&flag); // needed to coexist with other libs apparently
   if ( !flag ) {
-    MPI_Init(argc,argv);
+    MPI_Init_thread(argc,argv,MPI_THREAD_MULTIPLE,&provided);
+    assert (provided == MPI_THREAD_MULTIPLE);
   }
 
+  Grid_quiesce_nodes();
+
   MPI_Comm_dup (MPI_COMM_WORLD,&communicator_world);
   MPI_Comm_rank(communicator_world,&WorldRank);
   MPI_Comm_size(communicator_world,&WorldSize);
 
+  if ( WorldRank == 0 ) {
+    std::cout << GridLogMessage<< "Initialising MPI "<< WorldRank <<"/"<<WorldSize <<std::endl;
+  }
+
   /////////////////////////////////////////////////////////////////////
   // Split into groups that can share memory
   /////////////////////////////////////////////////////////////////////
@@ -131,7 +169,6 @@ void CartesianCommunicator::Init(int *argc, char ***argv) {
   ///////////////////////////////////////////////////////////////////
   int ierr=MPI_Allreduce(MPI_IN_PLACE,&leaders_1hot[0],WorldSize,MPI_INT,MPI_SUM,communicator_world);
   assert(ierr==0);
-  
   ///////////////////////////////////////////////////////////////////
   // find the group leaders world rank
   ///////////////////////////////////////////////////////////////////
@@ -141,7 +178,6 @@ void CartesianCommunicator::Init(int *argc, char ***argv) {
       leaders_group[group++] = l;
     }
   }
-  
   ///////////////////////////////////////////////////////////////////
   // Identify the rank of the group in which I (and my leader) live
   ///////////////////////////////////////////////////////////////////
@@ -152,39 +188,114 @@ void CartesianCommunicator::Init(int *argc, char ***argv) {
     }
   }
   assert(GroupRank!=-1);
-  
   //////////////////////////////////////////////////////////////////////////////////////////////////////////
   // allocate the shared window for our group
   //////////////////////////////////////////////////////////////////////////////////////////////////////////
-  
+  MPI_Barrier(ShmComm);
+
   ShmCommBuf = 0;
-  ierr = MPI_Win_allocate_shared(MAX_MPI_SHM_BYTES,1,MPI_INFO_NULL,ShmComm,&ShmCommBuf,&ShmWindow);
-  assert(ierr==0);
-  // KNL hack -- force to numa-domain 1 in flat
-#if 0
-  //#include <numaif.h>
-  for(uint64_t page=0;page<MAX_MPI_SHM_BYTES;page+=4096){
-    void *pages = (void *) ( page + ShmCommBuf );
-    int status;
-    int flags=MPOL_MF_MOVE_ALL;
-    int nodes=1; // numa domain == MCDRAM
-    unsigned long count=1;
-    ierr= move_pages(0,count, &pages,&nodes,&status,flags);
-    if (ierr && (page==0)) perror("numa relocate command failed");
-  }
-#endif
-  MPI_Win_lock_all (MPI_MODE_NOCHECK, ShmWindow);
-  
-  /////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
-  // Plan: allocate a fixed SHM region. Scratch that is just used via some scheme during stencil comms, with no allocate free.
-  /////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
   ShmCommBufs.resize(ShmSize);
-  for(int r=0;r<ShmSize;r++){
-    MPI_Aint sz;
-    int dsp_unit;
-    MPI_Win_shared_query (ShmWindow, r, &sz, &dsp_unit, &ShmCommBufs[r]);
+
+#if 1
+  char shm_name [NAME_MAX];
+  if ( ShmRank == 0 ) {
+    for(int r=0;r<ShmSize;r++){
+
+      size_t size = CartesianCommunicator::MAX_MPI_SHM_BYTES;
+
+      sprintf(shm_name,"/Grid_mpi3_shm_%d_%d",GroupRank,r);
+
+      shm_unlink(shm_name);
+      int fd=shm_open(shm_name,O_RDWR|O_CREAT,0666);
+      if ( fd < 0 ) {	perror("failed shm_open");	assert(0);      }
+      ftruncate(fd, size);
+
+      void * ptr =  mmap(NULL,size, PROT_READ | PROT_WRITE, MAP_SHARED, fd, 0);
+      if ( ptr == MAP_FAILED ) {       perror("failed mmap");      assert(0);    }
+      assert(((uint64_t)ptr&0x3F)==0);
+      ShmCommBufs[r] =ptr;
+      
+    }
   }
 
+  MPI_Barrier(ShmComm);
+
+  if ( ShmRank != 0 ) { 
+    for(int r=0;r<ShmSize;r++){
+      size_t size = CartesianCommunicator::MAX_MPI_SHM_BYTES ;
+    
+      sprintf(shm_name,"/Grid_mpi3_shm_%d_%d",GroupRank,r);
+
+      int fd=shm_open(shm_name,O_RDWR,0666);
+      if ( fd<0 ) {	perror("failed shm_open");	assert(0);      }
+
+      void * ptr =  mmap(NULL,size, PROT_READ | PROT_WRITE, MAP_SHARED, fd, 0);
+      if ( ptr == MAP_FAILED ) {       perror("failed mmap");      assert(0);    }
+      assert(((uint64_t)ptr&0x3F)==0);
+      ShmCommBufs[r] =ptr;
+    }
+  }
+
+#else
+  std::vector<int> shmids(ShmSize);
+
+  if ( ShmRank == 0 ) {
+    for(int r=0;r<ShmSize;r++){
+      size_t size = CartesianCommunicator::MAX_MPI_SHM_BYTES;
+      key_t key   = 0x4545 + r;
+      if ((shmids[r]= shmget(key,size, SHM_HUGETLB | IPC_CREAT | SHM_R | SHM_W)) < 0) {
+	int errsv = errno;
+	printf("Errno %d\n",errsv);
+	perror("shmget");
+	exit(1);
+      }
+      printf("shmid: 0x%x\n", shmids[r]);
+    }
+  }
+  MPI_Barrier(ShmComm);
+  MPI_Bcast(&shmids[0],ShmSize*sizeof(int),MPI_BYTE,0,ShmComm);
+  MPI_Barrier(ShmComm);
+
+  for(int r=0;r<ShmSize;r++){
+    ShmCommBufs[r] = (uint64_t *)shmat(shmids[r], NULL,0);
+    if (ShmCommBufs[r] == (uint64_t *)-1) {
+      perror("Shared memory attach failure");
+      shmctl(shmids[r], IPC_RMID, NULL);
+      exit(2);
+    }
+    printf("shmaddr: %p\n", ShmCommBufs[r]);
+  }
+  MPI_Barrier(ShmComm);
+  // Mark for clean up
+  for(int r=0;r<ShmSize;r++){
+    shmctl(shmids[r], IPC_RMID,(struct shmid_ds *)NULL);
+  }
+  MPI_Barrier(ShmComm);
+
+#endif
+  ShmCommBuf         = ShmCommBufs[ShmRank];
+
+  MPI_Barrier(ShmComm);
+  if ( ShmRank == 0 ) {
+    for(int r=0;r<ShmSize;r++){
+      uint64_t * check = (uint64_t *) ShmCommBufs[r];
+      check[0] = GroupRank;
+      check[1] = r;
+      check[2] = 0x5A5A5A;
+    }
+  }
+
+  MPI_Barrier(ShmComm);
+  for(int r=0;r<ShmSize;r++){
+    uint64_t * check = (uint64_t *) ShmCommBufs[r];
+    
+    assert(check[0]==GroupRank);
+    assert(check[1]==r);
+    assert(check[2]==0x5A5A5A);
+
+  }
+  MPI_Barrier(ShmComm);
+
   //////////////////////////////////////////////////////////////////////////////////////////////////////////
   // Verbose for now
   //////////////////////////////////////////////////////////////////////////////////////////////////////////
@@ -192,7 +303,7 @@ void CartesianCommunicator::Init(int *argc, char ***argv) {
     std::cout<<GridLogMessage<< "Grid MPI-3 configuration: detected ";
     std::cout<< WorldSize << " Ranks " ;
     std::cout<< GroupSize << " Nodes " ;
-    std::cout<<  ShmSize  << " with ranks-per-node "<<std::endl;
+    std::cout<< " with "<< ShmSize  << " ranks-per-node "<<std::endl;
     
     std::cout<<GridLogMessage     <<"Grid MPI-3 configuration: allocated shared memory region of size ";
     std::cout<<std::hex << MAX_MPI_SHM_BYTES <<" ShmCommBuf address = "<<ShmCommBuf << std::dec<<std::endl;
@@ -207,7 +318,6 @@ void CartesianCommunicator::Init(int *argc, char ***argv) {
       if(g!=ShmSize-1) std::cout<<",";
       else std::cout<<"}"<<std::endl;
     }
-
   }
   
   for(int g=0;g<GroupSize;g++){
@@ -216,23 +326,21 @@ void CartesianCommunicator::Init(int *argc, char ***argv) {
       if ( (ShmRank == 0) && (GroupRank==g) ) {
 	std::cout<<MyGroup[r];
 	if(r<ShmSize-1) std::cout<<",";
-	else std::cout<<"}"<<std::endl;
+	else std::cout<<"}"<<std::endl<<std::flush;
       }
       MPI_Barrier(communicator_world);
     }
   }
-  
+
   assert(ShmSetup==0);  ShmSetup=1;
 }
 
-
 ////////////////////////////////////////////////////////////////////////////////////////////////////////////
 // Want to implement some magic ... Group sub-cubes into those on same node
 ////////////////////////////////////////////////////////////////////////////////////////////////////////////
-void CartesianCommunicator::ShiftedRanks(int dim,int shift,int &source,int &dest)
+void CartesianCommunicator::ShiftedRanks(int dim,int shift,int &dest,int &source)
 {
-  std::vector<int> coor = _processor_coor;
-
+  std::vector<int> coor = _processor_coor; // my coord
   assert(std::abs(shift) <_processors[dim]);
 
   coor[dim] = (_processor_coor[dim] + shift + _processors[dim])%_processors[dim];
@@ -242,28 +350,32 @@ void CartesianCommunicator::ShiftedRanks(int dim,int shift,int &source,int &dest
   coor[dim] = (_processor_coor[dim] - shift + _processors[dim])%_processors[dim];
   Lexicographic::IndexFromCoor(coor,dest,_processors);
   dest = LexicographicToWorldRank[dest];
-}
+
+}// rank is world rank.
+
 int CartesianCommunicator::RankFromProcessorCoor(std::vector<int> &coor)
 {
   int rank;
   Lexicographic::IndexFromCoor(coor,rank,_processors);
   rank = LexicographicToWorldRank[rank];
   return rank;
-}
+}// rank is world rank
+
 void  CartesianCommunicator::ProcessorCoorFromRank(int rank, std::vector<int> &coor)
 {
-  Lexicographic::CoorFromIndex(coor,rank,_processors);
-  rank = LexicographicToWorldRank[rank];
+  int lr=-1;
+  for(int r=0;r<WorldSize;r++){// map world Rank to lexico and then to coor
+    if( LexicographicToWorldRank[r]==rank) lr = r;
+  }
+  assert(lr!=-1);
+  Lexicographic::CoorFromIndex(coor,lr,_processors);
 }
-
 CartesianCommunicator::CartesianCommunicator(const std::vector<int> &processors)
 { 
   int ierr;
-
   communicator=communicator_world;
-
   _ndimension = processors.size();
-  
+
   ////////////////////////////////////////////////////////////////
   // Assert power of two shm_size.
   ////////////////////////////////////////////////////////////////
@@ -275,24 +387,22 @@ CartesianCommunicator::CartesianCommunicator(const std::vector<int> &processors)
     }
   }
   assert(log2size != -1);
-  
+
   ////////////////////////////////////////////////////////////////
   // Identify subblock of ranks on node spreading across dims
   // in a maximally symmetrical way
   ////////////////////////////////////////////////////////////////
-  int dim = 0;
-  
   std::vector<int> WorldDims = processors;
 
-  ShmDims.resize(_ndimension,1);
+  ShmDims.resize  (_ndimension,1);
   GroupDims.resize(_ndimension);
-    
-  ShmCoor.resize(_ndimension);
+  ShmCoor.resize  (_ndimension);
   GroupCoor.resize(_ndimension);
   WorldCoor.resize(_ndimension);
 
+  int dim = 0;
   for(int l2=0;l2<log2size;l2++){
-    while ( WorldDims[dim] / ShmDims[dim] <= 1 ) dim=(dim+1)%_ndimension;
+    while ( (WorldDims[dim] / ShmDims[dim]) <= 1 ) dim=(dim+1)%_ndimension;
     ShmDims[dim]*=2;
     dim=(dim+1)%_ndimension;
   }
@@ -304,6 +414,29 @@ CartesianCommunicator::CartesianCommunicator(const std::vector<int> &processors)
     GroupDims[d] = WorldDims[d]/ShmDims[d];
   }
 
+  ////////////////////////////////////////////////////////////////
+  // Verbose
+  ////////////////////////////////////////////////////////////////
+#if 0
+  std::cout<< GridLogMessage << "MPI-3 usage "<<std::endl;
+  std::cout<< GridLogMessage << "SHM   ";
+  for(int d=0;d<_ndimension;d++){
+    std::cout<< ShmDims[d] <<" ";
+  }
+  std::cout<< std::endl;
+
+  std::cout<< GridLogMessage << "Group ";
+  for(int d=0;d<_ndimension;d++){
+    std::cout<< GroupDims[d] <<" ";
+  }
+  std::cout<< std::endl;
+
+  std::cout<< GridLogMessage<<"World ";
+  for(int d=0;d<_ndimension;d++){
+    std::cout<< WorldDims[d] <<" ";
+  }
+  std::cout<< std::endl;
+#endif
   ////////////////////////////////////////////////////////////////
   // Check processor counts match
   ////////////////////////////////////////////////////////////////
@@ -317,29 +450,57 @@ CartesianCommunicator::CartesianCommunicator(const std::vector<int> &processors)
       
   ////////////////////////////////////////////////////////////////
   // Establish mapping between lexico physics coord and WorldRank
-  // 
   ////////////////////////////////////////////////////////////////
-  LexicographicToWorldRank.resize(WorldSize,0);
   Lexicographic::CoorFromIndex(GroupCoor,GroupRank,GroupDims);
   Lexicographic::CoorFromIndex(ShmCoor,ShmRank,ShmDims);
   for(int d=0;d<_ndimension;d++){
     WorldCoor[d] = GroupCoor[d]*ShmDims[d]+ShmCoor[d];
   }
   _processor_coor = WorldCoor;
-
-  int lexico;
-  Lexicographic::IndexFromCoor(WorldCoor,lexico,WorldDims);
-  LexicographicToWorldRank[lexico]=WorldRank;
-  _processor = lexico;
+  _processor      = WorldRank;
 
   ///////////////////////////////////////////////////////////////////
   // global sum Lexico to World mapping
   ///////////////////////////////////////////////////////////////////
+  int lexico;
+  LexicographicToWorldRank.resize(WorldSize,0);
+  Lexicographic::IndexFromCoor(WorldCoor,lexico,WorldDims);
+  LexicographicToWorldRank[lexico] = WorldRank;
   ierr=MPI_Allreduce(MPI_IN_PLACE,&LexicographicToWorldRank[0],WorldSize,MPI_INT,MPI_SUM,communicator);
   assert(ierr==0);
-  
-};
 
+  for(int i=0;i<WorldSize;i++){
+
+    int wr = LexicographicToWorldRank[i];
+    //    int wr = i;
+
+    std::vector<int> coor(_ndimension);
+    ProcessorCoorFromRank(wr,coor); // from world rank
+    int ck = RankFromProcessorCoor(coor);
+    assert(ck==wr);
+
+    if ( wr == WorldRank ) { 
+      for(int j=0;j<coor.size();j++) {
+	assert(coor[j] == _processor_coor[j]);
+      }
+    }
+    /*
+    std::cout << GridLogMessage<< " Lexicographic "<<i;
+    std::cout << " MPI rank      "<<wr;
+    std::cout << " Coor          ";
+    for(int j=0;j<coor.size();j++) std::cout << coor[j];
+    std::cout<< std::endl;
+    */
+    /////////////////////////////////////////////////////
+    // Check everyone agrees on everyone elses coords
+    /////////////////////////////////////////////////////
+    std::vector<int> mcoor = coor;
+    this->Broadcast(0,(void *)&mcoor[0],mcoor.size()*sizeof(int));
+    for(int d = 0 ; d< _ndimension; d++) {
+      assert(coor[d] == mcoor[d]);
+    }
+  }
+};
 void CartesianCommunicator::GlobalSum(uint32_t &u){
   int ierr=MPI_Allreduce(MPI_IN_PLACE,&u,1,MPI_UINT32_T,MPI_SUM,communicator);
   assert(ierr==0);
@@ -367,8 +528,6 @@ void CartesianCommunicator::GlobalSumVector(double *d,int N)
   int ierr = MPI_Allreduce(MPI_IN_PLACE,d,N,MPI_DOUBLE,MPI_SUM,communicator);
   assert(ierr==0);
 }
-
-
 // Basic Halo comms primitive
 void CartesianCommunicator::SendToRecvFrom(void *xmit,
 					   int dest,
@@ -377,10 +536,14 @@ void CartesianCommunicator::SendToRecvFrom(void *xmit,
 					   int bytes)
 {
   std::vector<CommsRequest_t> reqs(0);
+  //    unsigned long  xcrc = crc32(0L, Z_NULL, 0);
+  //    unsigned long  rcrc = crc32(0L, Z_NULL, 0);
+  //    xcrc = crc32(xcrc,(unsigned char *)xmit,bytes);
   SendToRecvFromBegin(reqs,xmit,dest,recv,from,bytes);
   SendToRecvFromComplete(reqs);
+  //    rcrc = crc32(rcrc,(unsigned char *)recv,bytes);
+  //    printf("proc %d SendToRecvFrom %d bytes %lx %lx\n",_processor,bytes,xcrc,rcrc);
 }
-
 void CartesianCommunicator::SendRecvPacket(void *xmit,
 					   void *recv,
 					   int sender,
@@ -397,7 +560,6 @@ void CartesianCommunicator::SendRecvPacket(void *xmit,
     MPI_Recv(recv, bytes, MPI_CHAR,sender,tag,communicator,&stat);
   }
 }
-
 // Basic Halo comms primitive
 void CartesianCommunicator::SendToRecvFromBegin(std::vector<CommsRequest_t> &list,
 						void *xmit,
@@ -406,95 +568,29 @@ void CartesianCommunicator::SendToRecvFromBegin(std::vector<CommsRequest_t> &lis
 						int from,
 						int bytes)
 {
-#if 0
-  this->StencilBarrier();
-
-  MPI_Request xrq;
-  MPI_Request rrq;
-  
-  static int sequence;
-
+  int myrank = _processor;
   int ierr;
-  int tag;
-  int check;
 
-  assert(dest != _processor);
-  assert(from != _processor);
-  
-  int gdest = GroupRanks[dest];
-  int gfrom = GroupRanks[from];
-  int gme   = GroupRanks[_processor];
+  if ( CommunicatorPolicy == CommunicatorPolicyConcurrent ) { 
+    MPI_Request xrq;
+    MPI_Request rrq;
 
-  sequence++;
-  
-  char *from_ptr = (char *)ShmCommBufs[ShmRank];
-
-  int small = (bytes<MAX_MPI_SHM_BYTES);
-
-  typedef uint64_t T;
-  int words = bytes/sizeof(T);
-
-  assert(((size_t)bytes &(sizeof(T)-1))==0);
-  assert(gme == ShmRank);
-
-  if ( small && (gdest !=MPI_UNDEFINED) ) {
-
-    char *to_ptr   = (char *)ShmCommBufs[gdest];
-
-    assert(gme != gdest);
-
-    T *ip = (T *)xmit;
-    T *op = (T *)to_ptr;
-PARALLEL_FOR_LOOP 
-    for(int w=0;w<words;w++) {
-      op[w]=ip[w];
-    }
-
-    bcopy(&_processor,&to_ptr[bytes],sizeof(_processor));
-    bcopy(&  sequence,&to_ptr[bytes+4],sizeof(sequence));
-  } else { 
-    ierr =MPI_Isend(xmit, bytes, MPI_CHAR,dest,_processor,communicator,&xrq);
+    ierr =MPI_Irecv(recv, bytes, MPI_CHAR,from,from,communicator,&rrq);
+    ierr|=MPI_Isend(xmit, bytes, MPI_CHAR,dest,_processor,communicator,&xrq);
+    
     assert(ierr==0);
     list.push_back(xrq);
-  }
-
-  this->StencilBarrier();
-  
-  if (small && (gfrom !=MPI_UNDEFINED) ) {
-    T *ip = (T *)from_ptr;
-    T *op = (T *)recv;
-PARALLEL_FOR_LOOP 
-    for(int w=0;w<words;w++) {
-      op[w]=ip[w];
-    }
-    bcopy(&from_ptr[bytes]  ,&tag  ,sizeof(tag));
-    bcopy(&from_ptr[bytes+4],&check,sizeof(check));
-    assert(check==sequence);
-    assert(tag==from);
-  } else { 
-    ierr=MPI_Irecv(recv, bytes, MPI_CHAR,from,from,communicator,&rrq);
-    assert(ierr==0);
     list.push_back(rrq);
+  } else { 
+    // Give the CPU to MPI immediately; can use threads to overlap optionally
+    ierr=MPI_Sendrecv(xmit,bytes,MPI_CHAR,dest,myrank,
+		      recv,bytes,MPI_CHAR,from, from,
+		      communicator,MPI_STATUS_IGNORE);
+    assert(ierr==0);
   }
-
-  this->StencilBarrier();
-
-#else
-  MPI_Request xrq;
-  MPI_Request rrq;
-  int rank = _processor;
-  int ierr;
-  ierr =MPI_Isend(xmit, bytes, MPI_CHAR,dest,_processor,communicator,&xrq);
-  ierr|=MPI_Irecv(recv, bytes, MPI_CHAR,from,from,communicator,&rrq);
-  
-  assert(ierr==0);
-
-  list.push_back(xrq);
-  list.push_back(rrq);
-#endif
 }
 
-void CartesianCommunicator::StencilSendToRecvFromBegin(std::vector<CommsRequest_t> &list,
+double CartesianCommunicator::StencilSendToRecvFromBegin(std::vector<CommsRequest_t> &list,
 						       void *xmit,
 						       int dest,
 						       void *recv,
@@ -505,57 +601,63 @@ void CartesianCommunicator::StencilSendToRecvFromBegin(std::vector<CommsRequest_
   MPI_Request rrq;
 
   int ierr;
-
-  assert(dest != _processor);
-  assert(from != _processor);
-  
   int gdest = GroupRanks[dest];
   int gfrom = GroupRanks[from];
   int gme   = GroupRanks[_processor];
 
-  assert(gme == ShmRank);
+  assert(dest != _processor);
+  assert(from != _processor);
+  assert(gme  == ShmRank);
+  double off_node_bytes=0.0;
+
+#ifdef FORCE_COMMS
+  gdest = MPI_UNDEFINED;
+  gfrom = MPI_UNDEFINED;
+#endif
+  if ( gfrom ==MPI_UNDEFINED) {
+    ierr=MPI_Irecv(recv, bytes, MPI_CHAR,from,from,communicator,&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,&xrq);
     assert(ierr==0);
     list.push_back(xrq);
-  }
-  
-  if ( gfrom ==MPI_UNDEFINED) {
-    ierr=MPI_Irecv(recv, bytes, MPI_CHAR,from,from,communicator,&rrq);
-    assert(ierr==0);
-    list.push_back(rrq);
+    off_node_bytes+=bytes;
   }
 
+  if ( CommunicatorPolicy == CommunicatorPolicySequential ) { 
+    this->StencilSendToRecvFromComplete(list);
+  }
+
+  return off_node_bytes;
 }
-
-
-void CartesianCommunicator::StencilSendToRecvFromComplete(std::vector<CommsRequest_t> &list)
+void CartesianCommunicator::StencilSendToRecvFromComplete(std::vector<CommsRequest_t> &waitall)
 {
-  SendToRecvFromComplete(list);
+  SendToRecvFromComplete(waitall);
 }
-
 void CartesianCommunicator::StencilBarrier(void)
 {
-  MPI_Win_sync (ShmWindow);   
   MPI_Barrier  (ShmComm);
-  MPI_Win_sync (ShmWindow);   
 }
-
 void CartesianCommunicator::SendToRecvFromComplete(std::vector<CommsRequest_t> &list)
 {
   int nreq=list.size();
+
+  if (nreq==0) return;
+
   std::vector<MPI_Status> status(nreq);
   int ierr = MPI_Waitall(nreq,&list[0],&status[0]);
   assert(ierr==0);
+  list.resize(0);
 }
-
 void CartesianCommunicator::Barrier(void)
 {
   int ierr = MPI_Barrier(communicator);
   assert(ierr==0);
 }
-
 void CartesianCommunicator::Broadcast(int root,void* data, int bytes)
 {
   int ierr=MPI_Bcast(data,
@@ -565,7 +667,11 @@ void CartesianCommunicator::Broadcast(int root,void* data, int bytes)
 		     communicator);
   assert(ierr==0);
 }
-
+int CartesianCommunicator::RankWorld(void){ 
+  int r; 
+  MPI_Comm_rank(communicator_world,&r);
+  return r;
+}
 void CartesianCommunicator::BroadcastWorld(int root,void* data, int bytes)
 {
   int ierr= MPI_Bcast(data,

lib/communicator/Communicator_mpi3_leader.cc

@@ -27,6 +27,7 @@ Author: Peter Boyle <paboyle@ph.ed.ac.uk>
     /*  END LEGAL */
 #include "Grid.h"
 #include <mpi.h>
+//#include <numaif.h>
 
 ////////////////////////////////////////////////////////////////////////////////////////////////////////////////
 /// Workarounds:
@@ -42,19 +43,27 @@ Author: Peter Boyle <paboyle@ph.ed.ac.uk>
 #include <fcntl.h>
 #include <unistd.h>
 #include <limits.h>
-
 typedef sem_t *Grid_semaphore;
 
+
+#error  /*THis is deprecated*/
+
+#if 0 
 #define SEM_INIT(S)      S = sem_open(sem_name,0,0600,0); assert ( S != SEM_FAILED );
 #define SEM_INIT_EXCL(S) sem_unlink(sem_name); S = sem_open(sem_name,O_CREAT|O_EXCL,0600,0); assert ( S != SEM_FAILED );
 #define SEM_POST(S) assert ( sem_post(S) == 0 ); 
 #define SEM_WAIT(S) assert ( sem_wait(S) == 0 );
-
+#else
+#define SEM_INIT(S)      ;
+#define SEM_INIT_EXCL(S) ;
+#define SEM_POST(S) ;
+#define SEM_WAIT(S) ;
+#endif
 #include <sys/mman.h>
 
 namespace Grid {
 
-enum { COMMAND_ISEND, COMMAND_IRECV, COMMAND_WAITALL };
+enum { COMMAND_ISEND, COMMAND_IRECV, COMMAND_WAITALL, COMMAND_SENDRECV };
 
 struct Descriptor {
   uint64_t buf;
@@ -62,6 +71,12 @@ struct Descriptor {
   int rank;
   int tag;
   int command;
+  uint64_t xbuf;
+  uint64_t rbuf;
+  int xtag;
+  int rtag;
+  int src;
+  int dest;
   MPI_Request request;
 };
 
@@ -94,18 +109,14 @@ public:
 
   void SemInit(void) {
     sprintf(sem_name,"/Grid_mpi3_sem_head_%d",universe_rank);
-    //    printf("SEM_NAME: %s \n",sem_name);
     SEM_INIT(sem_head);
     sprintf(sem_name,"/Grid_mpi3_sem_tail_%d",universe_rank);
-    //    printf("SEM_NAME: %s \n",sem_name);
     SEM_INIT(sem_tail);
   }  
   void SemInitExcl(void) {
     sprintf(sem_name,"/Grid_mpi3_sem_head_%d",universe_rank);
-    //    printf("SEM_INIT_EXCL: %s \n",sem_name);
     SEM_INIT_EXCL(sem_head);
     sprintf(sem_name,"/Grid_mpi3_sem_tail_%d",universe_rank);
-    //    printf("SEM_INIT_EXCL: %s \n",sem_name);
     SEM_INIT_EXCL(sem_tail);
   }  
   void WakeUpDMA(void) { 
@@ -125,6 +136,13 @@ public:
     while(1){
       WaitForCommand();
       //      std::cout << "Getting command "<<std::endl;
+#if 0
+      _mm_monitor((void *)&state->head,0,0);
+      int s=state->start;
+      if ( s != state->head ) {
+	_mm_mwait(0,0);
+      }
+#endif
       Event();
     }
   }
@@ -132,6 +150,7 @@ public:
   int Event (void) ;
 
   uint64_t QueueCommand(int command,void *buf, int bytes, int hashtag, MPI_Comm comm,int u_rank) ;
+  void QueueSendRecv(void *xbuf, void *rbuf, int bytes, int xtag, int rtag, MPI_Comm comm,int dest,int src) ;
 
   void WaitAll() {
     //    std::cout << "Queueing WAIT command  "<<std::endl;
@@ -141,7 +160,7 @@ public:
     //    std::cout << "Waiting from semaphore "<<std::endl;
     WaitForComplete();
     //    std::cout << "Checking FIFO is empty "<<std::endl;
-    assert ( state->tail == state->head );
+    while ( state->tail != state->head );
   }
 };
 
@@ -196,6 +215,12 @@ public:
     //    std::cout << "Waking up DMA "<< slave<<std::endl;
   };
 
+  static void QueueSendRecv(int slave,void *xbuf, void *rbuf, int bytes, int xtag, int rtag, MPI_Comm comm,int dest,int src) 
+  {
+    Slaves[slave].QueueSendRecv(xbuf,rbuf,bytes,xtag,rtag,comm,dest,src);
+    Slaves[slave].WakeUpDMA();
+  }
+
   static void QueueRecv(int slave, void *buf, int bytes, int tag, MPI_Comm comm,int rank) {
     //    std::cout<< " Queueing recv "<< bytes<< " slave "<< slave << " from comm "<<rank  <<std::endl;
     Slaves[slave].QueueCommand(COMMAND_IRECV,buf,bytes,tag,comm,rank);
@@ -226,6 +251,28 @@ public:
     return;
   };
 
+  static void QueueRoundRobinSendRecv(void *xbuf, void *rbuf, int bytes, int xtag, int rtag, MPI_Comm comm,int dest,int src) {
+    uint8_t * cxbuf = (uint8_t *) xbuf;
+    uint8_t * crbuf = (uint8_t *) rbuf;
+    static int rrp=0;
+    int procs = VerticalSize-1;
+    int myoff=0;
+    int mywork=bytes;
+    QueueSendRecv(rrp+1,&cxbuf[myoff],&crbuf[myoff],mywork,xtag,rtag,comm,dest,src);
+    rrp = rrp+1;
+    if ( rrp == (VerticalSize-1) ) rrp = 0;
+  }
+
+  static void QueueMultiplexedSendRecv(void *xbuf, void *rbuf, int bytes, int xtag, int rtag, MPI_Comm comm,int dest,int src) {
+    uint8_t * cxbuf = (uint8_t *) xbuf;
+    uint8_t * crbuf = (uint8_t *) rbuf;
+    int mywork, myoff, procs;
+    procs = VerticalSize-1;
+    for(int s=0;s<procs;s++) {
+      GetWork(bytes,s,mywork,myoff,procs);
+      QueueSendRecv(s+1,&cxbuf[myoff],&crbuf[myoff],mywork,xtag,rtag,comm,dest,src);
+    }
+  };
   static void QueueMultiplexedSend(void *buf, int bytes, int tag, MPI_Comm comm,int rank) {
     uint8_t * cbuf = (uint8_t *) buf;
     int mywork, myoff, procs;
@@ -275,6 +322,7 @@ std::vector<void *>            MPIoffloadEngine::VerticalShmBufs;
 std::vector<std::vector<int> > MPIoffloadEngine::UniverseRanks;
 std::vector<int>               MPIoffloadEngine::UserCommunicatorToWorldRanks; 
 
+int CartesianCommunicator::NodeCount(void)    { return HorizontalSize;};
 int MPIoffloadEngine::ShmSetup = 0;
 
 void MPIoffloadEngine::CommunicatorInit (MPI_Comm &communicator_world,
@@ -370,12 +418,22 @@ void MPIoffloadEngine::CommunicatorInit (MPI_Comm &communicator_world,
       ftruncate(fd, size);
 
       VerticalShmBufs[r] = mmap(NULL,size, PROT_READ | PROT_WRITE, MAP_SHARED, fd, 0);
-
       if ( VerticalShmBufs[r] == MAP_FAILED ) { 
 	perror("failed mmap");
 	assert(0);
       }
 
+      /*
+      for(uint64_t page=0;page<size;page+=4096){
+	void *pages = (void *) ( page + (uint64_t)VerticalShmBufs[r] );
+	int status;
+	int flags=MPOL_MF_MOVE_ALL;
+	int nodes=1; // numa domain == MCDRAM
+	unsigned long count=1;
+	ierr= move_pages(0,count, &pages,&nodes,&status,flags);
+	if (ierr && (page==0)) perror("numa relocate command failed");
+      }
+      */
       uint64_t * check = (uint64_t *) VerticalShmBufs[r];
       check[0] = WorldRank;
       check[1] = r;
@@ -404,7 +462,7 @@ void MPIoffloadEngine::CommunicatorInit (MPI_Comm &communicator_world,
     uint64_t * check = (uint64_t *) VerticalShmBufs[r];
     assert(check[0]== WorldRank);
     assert(check[1]== r);
-    std::cerr<<"SHM "<<r<<" " <<VerticalShmBufs[r]<<std::endl;
+    //    std::cerr<<"SHM "<<r<<" " <<VerticalShmBufs[r]<<std::endl;
   }
   }
 #endif
@@ -542,6 +600,8 @@ int Slave::Event (void) {
   static int head_last;
   static int start_last;
   int ierr;
+  MPI_Status stat;
+  static int i=0;
 
   ////////////////////////////////////////////////////
   // Try to advance the start pointers
@@ -550,11 +610,6 @@ int Slave::Event (void) {
   if ( s != state->head ) {
     switch ( state->Descrs[s].command ) {
     case COMMAND_ISEND:
-      /*
-            std::cout<< " Send "<<s << " ptr "<< state<<" "<< state->Descrs[s].buf<< "["<<state->Descrs[s].bytes<<"]"
-      	       << " to " << state->Descrs[s].rank<< " tag" << state->Descrs[s].tag
-       << " Comm " << MPIoffloadEngine::communicator_universe<< " me " <<universe_rank<< std::endl;
-      */
       ierr = MPI_Isend((void *)(state->Descrs[s].buf+base), 
 		       state->Descrs[s].bytes, 
 		       MPI_CHAR,
@@ -568,11 +623,6 @@ int Slave::Event (void) {
       break;
 
     case COMMAND_IRECV:
-      /*
-      std::cout<< " Recv "<<s << " ptr "<< state<<" "<< state->Descrs[s].buf<< "["<<state->Descrs[s].bytes<<"]"
-	       << " from " << state->Descrs[s].rank<< " tag" << state->Descrs[s].tag
-	       << " Comm " << MPIoffloadEngine::communicator_universe<< " me "<< universe_rank<< std::endl;
-      */
       ierr=MPI_Irecv((void *)(state->Descrs[s].buf+base), 
 		     state->Descrs[s].bytes, 
 		     MPI_CHAR,
@@ -588,10 +638,32 @@ int Slave::Event (void) {
       return 1;
       break;
 
+    case COMMAND_SENDRECV:
+
+      //      fprintf(stderr,"Sendrecv ->%d %d : <-%d %d \n",state->Descrs[s].dest, state->Descrs[s].xtag+i*10,state->Descrs[s].src, state->Descrs[s].rtag+i*10);
+
+      ierr=MPI_Sendrecv((void *)(state->Descrs[s].xbuf+base), state->Descrs[s].bytes, MPI_CHAR, state->Descrs[s].dest, state->Descrs[s].xtag+i*10,
+			(void *)(state->Descrs[s].rbuf+base), state->Descrs[s].bytes, MPI_CHAR, state->Descrs[s].src , state->Descrs[s].rtag+i*10,
+			MPIoffloadEngine::communicator_universe,MPI_STATUS_IGNORE);
+
+      assert(ierr==0);
+
+      //      fprintf(stderr,"Sendrecv done %d %d\n",ierr,i);
+      //      MPI_Barrier(MPIoffloadEngine::HorizontalComm);
+      //      fprintf(stderr,"Barrier\n");
+      i++;
+
+      state->start = PERI_PLUS(s);
+
+      return 1;
+      break;
+
     case COMMAND_WAITALL:
 
       for(int t=state->tail;t!=s; t=PERI_PLUS(t) ){
-	MPI_Wait((MPI_Request *)&state->Descrs[t].request,MPI_STATUS_IGNORE);
+	if ( state->Descrs[t].command != COMMAND_SENDRECV ) {
+	  MPI_Wait((MPI_Request *)&state->Descrs[t].request,MPI_STATUS_IGNORE);
+	}
       };
       s=PERI_PLUS(s);
       state->start = s;
@@ -613,6 +685,45 @@ int Slave::Event (void) {
   // External interaction with the queue
   //////////////////////////////////////////////////////////////////////////////
   
+void Slave::QueueSendRecv(void *xbuf, void *rbuf, int bytes, int xtag, int rtag, MPI_Comm comm,int dest,int src) 
+{
+  int head =state->head;
+  int next = PERI_PLUS(head);
+  
+  // Set up descriptor
+  int worldrank;
+  int hashtag;
+  MPI_Comm    communicator;
+  MPI_Request request;
+  uint64_t relative;
+  
+  relative = (uint64_t)xbuf - base;
+  state->Descrs[head].xbuf    = relative;
+  
+  relative= (uint64_t)rbuf - base;
+  state->Descrs[head].rbuf    = relative;
+  
+  state->Descrs[head].bytes  = bytes;
+  
+  MPIoffloadEngine::MapCommRankToWorldRank(hashtag,worldrank,xtag,comm,dest);
+  state->Descrs[head].dest   = MPIoffloadEngine::UniverseRanks[worldrank][vertical_rank];
+  state->Descrs[head].xtag    = hashtag;
+  
+  MPIoffloadEngine::MapCommRankToWorldRank(hashtag,worldrank,rtag,comm,src);
+  state->Descrs[head].src    = MPIoffloadEngine::UniverseRanks[worldrank][vertical_rank];
+  state->Descrs[head].rtag    = hashtag;
+  
+  state->Descrs[head].command= COMMAND_SENDRECV;
+  
+  // Block until FIFO has space
+  while( state->tail==next );
+  
+  // Msync on weak order architectures
+  
+  // Advance pointer
+  state->head = next;
+  
+};
 uint64_t Slave::QueueCommand(int command,void *buf, int bytes, int tag, MPI_Comm comm,int commrank) 
 {
   /////////////////////////////////////////
@@ -812,19 +923,22 @@ void CartesianCommunicator::StencilSendToRecvFromBegin(std::vector<CommsRequest_
   assert( (recv_i >= shm) && (recv_i+bytes <= shm+MAX_MPI_SHM_BYTES) );
   assert(from!=_processor);
   assert(dest!=_processor);
-  MPIoffloadEngine::QueueMultiplexedSend(xmit,bytes,_processor,communicator,dest);
-  MPIoffloadEngine::QueueMultiplexedRecv(recv,bytes,from,communicator,from);
-}
 
+  MPIoffloadEngine::QueueMultiplexedSendRecv(xmit,recv,bytes,_processor,from,communicator,dest,from);
+
+  //MPIoffloadEngine::QueueRoundRobinSendRecv(xmit,recv,bytes,_processor,from,communicator,dest,from);
+
+  //MPIoffloadEngine::QueueMultiplexedSend(xmit,bytes,_processor,communicator,dest);
+  //MPIoffloadEngine::QueueMultiplexedRecv(recv,bytes,from,communicator,from);
+}
 
 void CartesianCommunicator::StencilSendToRecvFromComplete(std::vector<CommsRequest_t> &list)
 {
   MPIoffloadEngine::WaitAll();
+  //this->Barrier();
 }
 
-void CartesianCommunicator::StencilBarrier(void)
-{
-}
+void CartesianCommunicator::StencilBarrier(void) { }
 
 void CartesianCommunicator::SendToRecvFromComplete(std::vector<CommsRequest_t> &list)
 {

lib/communicator/Communicator_none.cc

@@ -25,7 +25,8 @@ Author: Peter Boyle <paboyle@ph.ed.ac.uk>
     See the full license in the file "LICENSE" in the top level distribution directory
     *************************************************************************************/
     /*  END LEGAL */
-#include <Grid/Grid.h>
+#include <Grid/GridCore.h>
+
 namespace Grid {
 
 ///////////////////////////////////////////////////////////////////////////////////////////////////
@@ -87,6 +88,7 @@ void CartesianCommunicator::SendToRecvFromBegin(std::vector<CommsRequest_t> &lis
 {
   assert(0);
 }
+
 void CartesianCommunicator::SendToRecvFromComplete(std::vector<CommsRequest_t> &list)
 {
   assert(0);
@@ -97,7 +99,7 @@ void CartesianCommunicator::Barrier(void){}
 void CartesianCommunicator::Broadcast(int root,void* data, int bytes) {}
 void CartesianCommunicator::BroadcastWorld(int root,void* data, int bytes) { }
 int  CartesianCommunicator::RankFromProcessorCoor(std::vector<int> &coor) {  return 0;}
-void CartesianCommunicator::ProcessorCoorFromRank(int rank, std::vector<int> &coor){ coor = _processor_coor ;}
+void CartesianCommunicator::ProcessorCoorFromRank(int rank, std::vector<int> &coor){  coor = _processor_coor; }
 void CartesianCommunicator::ShiftedRanks(int dim,int shift,int &source,int &dest)
 {
   source =0;

lib/communicator/Communicator_shmem.cc

@@ -27,6 +27,7 @@ Author: Peter Boyle <paboyle@ph.ed.ac.uk>
     /*  END LEGAL */
 #include <Grid/Grid.h>
 #include <mpp/shmem.h>
+#include <array>
 
 namespace Grid {
 
@@ -51,7 +52,7 @@ typedef struct HandShake_t {
 } HandShake;
 
 std::array<long,_SHMEM_REDUCE_SYNC_SIZE> make_psync_init(void) {
-  array<long,_SHMEM_REDUCE_SYNC_SIZE> ret;
+  std::array<long,_SHMEM_REDUCE_SYNC_SIZE> ret;
   ret.fill(SHMEM_SYNC_VALUE);
   return ret;
 }
@@ -109,7 +110,7 @@ void CartesianCommunicator::GlobalSum(uint32_t &u){
 
   source = u;
   dest   = 0;
-  shmem_longlong_sum_to_all(&dest,&source,1,0,0,_Nprocessors,llwrk,psync);
+  shmem_longlong_sum_to_all(&dest,&source,1,0,0,_Nprocessors,llwrk,psync.data());
   shmem_barrier_all(); // necessary?
   u = dest;
 }
@@ -125,7 +126,7 @@ void CartesianCommunicator::GlobalSum(uint64_t &u){
 
   source = u;
   dest   = 0;
-  shmem_longlong_sum_to_all(&dest,&source,1,0,0,_Nprocessors,llwrk,psync);
+  shmem_longlong_sum_to_all(&dest,&source,1,0,0,_Nprocessors,llwrk,psync.data());
   shmem_barrier_all(); // necessary?
   u = dest;
 }
@@ -137,7 +138,8 @@ void CartesianCommunicator::GlobalSum(float &f){
 
   source = f;
   dest   =0.0;
-  shmem_float_sum_to_all(&dest,&source,1,0,0,_Nprocessors,llwrk,psync);
+  shmem_float_sum_to_all(&dest,&source,1,0,0,_Nprocessors,llwrk,psync.data());
+  shmem_barrier_all();
   f = dest;
 }
 void CartesianCommunicator::GlobalSumVector(float *f,int N)
@@ -148,14 +150,16 @@ void CartesianCommunicator::GlobalSumVector(float *f,int N)
   static std::array<long,_SHMEM_REDUCE_SYNC_SIZE> psync =  psync_init;
 
   if ( shmem_addr_accessible(f,_processor)  ){
-    shmem_float_sum_to_all(f,f,N,0,0,_Nprocessors,llwrk,psync);
+    shmem_float_sum_to_all(f,f,N,0,0,_Nprocessors,llwrk,psync.data());
+    shmem_barrier_all();
     return;
   }
 
   for(int i=0;i<N;i++){
     dest   =0.0;
     source = f[i];
-    shmem_float_sum_to_all(&dest,&source,1,0,0,_Nprocessors,llwrk,psync);
+    shmem_float_sum_to_all(&dest,&source,1,0,0,_Nprocessors,llwrk,psync.data());
+    shmem_barrier_all();
     f[i] = dest;
   }
 }
@@ -168,7 +172,8 @@ void CartesianCommunicator::GlobalSum(double &d)
 
   source = d;
   dest   = 0;
-  shmem_double_sum_to_all(&dest,&source,1,0,0,_Nprocessors,llwrk,psync);
+  shmem_double_sum_to_all(&dest,&source,1,0,0,_Nprocessors,llwrk,psync.data());
+  shmem_barrier_all();
   d = dest;
 }
 void CartesianCommunicator::GlobalSumVector(double *d,int N)
@@ -180,14 +185,16 @@ void CartesianCommunicator::GlobalSumVector(double *d,int N)
 
 
   if ( shmem_addr_accessible(d,_processor)  ){
-    shmem_double_sum_to_all(d,d,N,0,0,_Nprocessors,llwrk,psync);
+    shmem_double_sum_to_all(d,d,N,0,0,_Nprocessors,llwrk,psync.data());
+    shmem_barrier_all();
     return;
   }
 
   for(int i=0;i<N;i++){
     source = d[i];
     dest   =0.0;
-    shmem_double_sum_to_all(&dest,&source,1,0,0,_Nprocessors,llwrk,psync);
+    shmem_double_sum_to_all(&dest,&source,1,0,0,_Nprocessors,llwrk,psync.data());
+    shmem_barrier_all();
     d[i] = dest;
   }
 }
@@ -282,11 +289,13 @@ void CartesianCommunicator::SendToRecvFromBegin(std::vector<CommsRequest_t> &lis
   SHMEM_VET(recv);
   //  shmem_putmem_nb(recv,xmit,bytes,dest,NULL);
   shmem_putmem(recv,xmit,bytes,dest);
+
+  if ( CommunicatorPolicy == CommunicatorPolicySequential ) shmem_barrier_all(); 
 }
 void CartesianCommunicator::SendToRecvFromComplete(std::vector<CommsRequest_t> &list)
 {
   //  shmem_quiet();      // I'm done
-  shmem_barrier_all();// He's done too
+  if( CommunicatorPolicy == CommunicatorPolicyConcurrent ) shmem_barrier_all();// He's done too
 }
 void CartesianCommunicator::Barrier(void)
 {
@@ -301,13 +310,13 @@ void CartesianCommunicator::Broadcast(int root,void* data, int bytes)
   int words = bytes/4;
 
   if ( shmem_addr_accessible(data,_processor)  ){
-    shmem_broadcast32(data,data,words,root,0,0,shmem_n_pes(),psync);
+    shmem_broadcast32(data,data,words,root,0,0,shmem_n_pes(),psync.data());
     return;
   }
 
   for(int w=0;w<words;w++){
     word = array[w];
-    shmem_broadcast32((void *)&word,(void *)&word,1,root,0,0,shmem_n_pes(),psync);
+    shmem_broadcast32((void *)&word,(void *)&word,1,root,0,0,shmem_n_pes(),psync.data());
     if ( shmem_my_pe() != root ) {
       array[w] = word;
     }
@@ -325,13 +334,17 @@ void CartesianCommunicator::BroadcastWorld(int root,void* data, int bytes)
 
   for(int w=0;w<words;w++){
     word = array[w];
-    shmem_broadcast32((void *)&word,(void *)&word,1,root,0,0,shmem_n_pes(),psync);
+    shmem_broadcast32((void *)&word,(void *)&word,1,root,0,0,shmem_n_pes(),psync.data());
     if ( shmem_my_pe() != root ) {
       array[w]= word;
     }
     shmem_barrier_all();
   }
 }
+  
+int CartesianCommunicator::RankWorld(void){ 
+  return shmem_my_pe();
+}
 
 }
 

lib/cshift/Cshift_common.h

@@ -1,5 +1,4 @@
-
-    /*************************************************************************************
+/*************************************************************************************
 
     Grid physics library, www.github.com/paboyle/Grid 
 
@@ -31,21 +30,11 @@ Author: Peter Boyle <paboyle@ph.ed.ac.uk>
 
 namespace Grid {
 
-template<class vobj>
-class SimpleCompressor {
-public:
-  void Point(int) {};
-
-  vobj operator() (const vobj &arg) {
-    return arg;
-  }
-};
-
 ///////////////////////////////////////////////////////////////////
-// Gather for when there is no need to SIMD split with compression
+// Gather for when there is no need to SIMD split 
 ///////////////////////////////////////////////////////////////////
-template<class vobj,class cobj,class compressor> void 
-Gather_plane_simple (const Lattice<vobj> &rhs,commVector<cobj> &buffer,int dimension,int plane,int cbmask,compressor &compress, int off=0)
+template<class vobj> void 
+Gather_plane_simple (const Lattice<vobj> &rhs,commVector<vobj> &buffer,int dimension,int plane,int cbmask, int off=0)
 {
   int rd = rhs._grid->_rdimensions[dimension];
 
@@ -53,19 +42,17 @@ Gather_plane_simple (const Lattice<vobj> &rhs,commVector<cobj> &buffer,int dimen
     cbmask = 0x3;
   }
   
-  int so  = plane*rhs._grid->_ostride[dimension]; // base offset for start of plane 
-  
+  int so=plane*rhs._grid->_ostride[dimension]; // base offset for start of plane 
   int e1=rhs._grid->_slice_nblock[dimension];
   int e2=rhs._grid->_slice_block[dimension];
 
   int stride=rhs._grid->_slice_stride[dimension];
   if ( cbmask == 0x3 ) { 
-PARALLEL_NESTED_LOOP2
-    for(int n=0;n<e1;n++){
+    parallel_for_nest2(int n=0;n<e1;n++){
       for(int b=0;b<e2;b++){
 	int o  = n*stride;
 	int bo = n*e2;
-	buffer[off+bo+b]=compress(rhs._odata[so+o+b]);
+	buffer[off+bo+b]=rhs._odata[so+o+b];
       }
     }
   } else { 
@@ -74,25 +61,23 @@ PARALLEL_NESTED_LOOP2
      for(int n=0;n<e1;n++){
        for(int b=0;b<e2;b++){
 	 int o  = n*stride;
-	 int ocb=1<<rhs._grid->CheckerBoardFromOindexTable(o+b);
+	 int ocb=1<<rhs._grid->CheckerBoardFromOindex(o+b);
 	 if ( ocb &cbmask ) {
 	   table.push_back(std::pair<int,int> (bo++,o+b));
 	 }
        }
      }
-PARALLEL_FOR_LOOP     
-     for(int i=0;i<table.size();i++){
-       buffer[off+table[i].first]=compress(rhs._odata[so+table[i].second]);
+     parallel_for(int i=0;i<table.size();i++){
+       buffer[off+table[i].first]=rhs._odata[so+table[i].second];
      }
   }
 }
 
-
 ///////////////////////////////////////////////////////////////////
-// Gather for when there *is* need to SIMD split with compression
+// Gather for when there *is* need to SIMD split 
 ///////////////////////////////////////////////////////////////////
-template<class cobj,class vobj,class compressor> void 
-Gather_plane_extract(const Lattice<vobj> &rhs,std::vector<typename cobj::scalar_object *> pointers,int dimension,int plane,int cbmask,compressor &compress)
+template<class vobj> void 
+Gather_plane_extract(const Lattice<vobj> &rhs,std::vector<typename vobj::scalar_object *> pointers,int dimension,int plane,int cbmask)
 {
   int rd = rhs._grid->_rdimensions[dimension];
 
@@ -105,57 +90,40 @@ Gather_plane_extract(const Lattice<vobj> &rhs,std::vector<typename cobj::scalar_
   int e1=rhs._grid->_slice_nblock[dimension];
   int e2=rhs._grid->_slice_block[dimension];
   int n1=rhs._grid->_slice_stride[dimension];
-  int n2=rhs._grid->_slice_block[dimension];
+
   if ( cbmask ==0x3){
-PARALLEL_NESTED_LOOP2
-    for(int n=0;n<e1;n++){
+    parallel_for_nest2(int n=0;n<e1;n++){
       for(int b=0;b<e2;b++){
 
 	int o      =   n*n1;
-	int offset = b+n*n2;
-	cobj temp =compress(rhs._odata[so+o+b]);
-
-	extract<cobj>(temp,pointers,offset);
+	int offset = b+n*e2;
+	
+	vobj temp =rhs._odata[so+o+b];
+	extract<vobj>(temp,pointers,offset);
 
       }
     }
   } else { 
 
-    assert(0); //Fixme think this is buggy
-
-    for(int n=0;n<e1;n++){
+    // Case of SIMD split AND checker dim cannot currently be hit, except in 
+    // Test_cshift_red_black code.
+    std::cout << " Dense packed buffer WARNING " <<std::endl;
+    parallel_for_nest2(int n=0;n<e1;n++){
       for(int b=0;b<e2;b++){
-	int o=n*rhs._grid->_slice_stride[dimension];
+
+	int o=n*n1;
 	int ocb=1<<rhs._grid->CheckerBoardFromOindex(o+b);
-	int offset = b+n*rhs._grid->_slice_block[dimension];
+	int offset = b+n*e2;
 
 	if ( ocb & cbmask ) {
-	  cobj temp =compress(rhs._odata[so+o+b]);
-	  extract<cobj>(temp,pointers,offset);
+	  vobj temp =rhs._odata[so+o+b];
+	  extract<vobj>(temp,pointers,offset);
 	}
       }
     }
   }
 }
 
-//////////////////////////////////////////////////////
-// Gather for when there is no need to SIMD split
-//////////////////////////////////////////////////////
-template<class vobj> void Gather_plane_simple (const Lattice<vobj> &rhs,commVector<vobj> &buffer, int dimension,int plane,int cbmask)
-{
-  SimpleCompressor<vobj> dontcompress;
-  Gather_plane_simple (rhs,buffer,dimension,plane,cbmask,dontcompress);
-}
-
-//////////////////////////////////////////////////////
-// Gather for when there *is* need to SIMD split
-//////////////////////////////////////////////////////
-template<class vobj> void Gather_plane_extract(const Lattice<vobj> &rhs,std::vector<typename vobj::scalar_object *> pointers,int dimension,int plane,int cbmask)
-{
-  SimpleCompressor<vobj> dontcompress;
-  Gather_plane_extract<vobj,vobj,decltype(dontcompress)>(rhs,pointers,dimension,plane,cbmask,dontcompress);
-}
-
 //////////////////////////////////////////////////////
 // Scatter for when there is no need to SIMD split
 //////////////////////////////////////////////////////
@@ -171,10 +139,10 @@ template<class vobj> void Scatter_plane_simple (Lattice<vobj> &rhs,commVector<vo
     
   int e1=rhs._grid->_slice_nblock[dimension];
   int e2=rhs._grid->_slice_block[dimension];
+  int stride=rhs._grid->_slice_stride[dimension];
   
   if ( cbmask ==0x3 ) {
-PARALLEL_NESTED_LOOP2
-    for(int n=0;n<e1;n++){
+    parallel_for_nest2(int n=0;n<e1;n++){
       for(int b=0;b<e2;b++){
 	int o   =n*rhs._grid->_slice_stride[dimension];
 	int bo  =n*rhs._grid->_slice_block[dimension];
@@ -182,24 +150,28 @@ PARALLEL_NESTED_LOOP2
       }
     }
   } else { 
+    std::vector<std::pair<int,int> > table;
     int bo=0;
     for(int n=0;n<e1;n++){
       for(int b=0;b<e2;b++){
 	int o   =n*rhs._grid->_slice_stride[dimension];
-	int bo  =n*rhs._grid->_slice_block[dimension];
 	int ocb=1<<rhs._grid->CheckerBoardFromOindex(o+b);// Could easily be a table lookup
 	if ( ocb & cbmask ) {
-	  rhs._odata[so+o+b]=buffer[bo++];
+	  table.push_back(std::pair<int,int> (so+o+b,bo++));
 	}
       }
     }
+    parallel_for(int i=0;i<table.size();i++){
+       //       std::cout << "Rcv"<< table[i].first << " " << table[i].second << " " <<buffer[table[i].second]<<std::endl;
+       rhs._odata[table[i].first]=buffer[table[i].second];
+     }
   }
 }
 
 //////////////////////////////////////////////////////
 // Scatter for when there *is* need to SIMD split
 //////////////////////////////////////////////////////
- template<class vobj,class cobj> void Scatter_plane_merge(Lattice<vobj> &rhs,std::vector<cobj *> pointers,int dimension,int plane,int cbmask)
+template<class vobj> void Scatter_plane_merge(Lattice<vobj> &rhs,std::vector<typename vobj::scalar_object *> pointers,int dimension,int plane,int cbmask)
 {
   int rd = rhs._grid->_rdimensions[dimension];
 
@@ -213,8 +185,7 @@ PARALLEL_NESTED_LOOP2
   int e2=rhs._grid->_slice_block[dimension];
 
   if(cbmask ==0x3 ) {
-PARALLEL_NESTED_LOOP2
-    for(int n=0;n<e1;n++){
+    parallel_for_nest2(int n=0;n<e1;n++){
       for(int b=0;b<e2;b++){
 	int o      = n*rhs._grid->_slice_stride[dimension];
 	int offset = b+n*rhs._grid->_slice_block[dimension];
@@ -222,7 +193,11 @@ PARALLEL_NESTED_LOOP2
       }
     }
   } else { 
-    assert(0); // think this is buggy FIXME
+
+    // Case of SIMD split AND checker dim cannot currently be hit, except in 
+    // Test_cshift_red_black code.
+    //    std::cout << "Scatter_plane merge assert(0); think this is buggy FIXME "<< std::endl;// think this is buggy FIXME
+    std::cout<<" Unthreaded warning -- buffer is not densely packed ??"<<std::endl;
     for(int n=0;n<e1;n++){
       for(int b=0;b<e2;b++){
 	int o      = n*rhs._grid->_slice_stride[dimension];
@@ -254,8 +229,7 @@ template<class vobj> void Copy_plane(Lattice<vobj>& lhs,const Lattice<vobj> &rhs
   int e2=rhs._grid->_slice_block[dimension];
   int stride = rhs._grid->_slice_stride[dimension];
   if(cbmask == 0x3 ){
-PARALLEL_NESTED_LOOP2
-    for(int n=0;n<e1;n++){
+    parallel_for_nest2(int n=0;n<e1;n++){
       for(int b=0;b<e2;b++){
  
         int o =n*stride+b;
@@ -264,8 +238,7 @@ PARALLEL_NESTED_LOOP2
       }
     }
   } else { 
-PARALLEL_NESTED_LOOP2
-    for(int n=0;n<e1;n++){
+    parallel_for_nest2(int n=0;n<e1;n++){
       for(int b=0;b<e2;b++){
  
         int o =n*stride+b;
@@ -295,8 +268,8 @@ template<class vobj> void Copy_plane_permute(Lattice<vobj>& lhs,const Lattice<vo
   int e1=rhs._grid->_slice_nblock[dimension];
   int e2=rhs._grid->_slice_block [dimension];
   int stride = rhs._grid->_slice_stride[dimension];
-PARALLEL_NESTED_LOOP2
-  for(int n=0;n<e1;n++){
+
+  parallel_for_nest2(int n=0;n<e1;n++){
   for(int b=0;b<e2;b++){
 
       int o  =n*stride;
@@ -338,8 +311,8 @@ template<class vobj> Lattice<vobj> Cshift_local(Lattice<vobj> &ret,const Lattice
   // Map to always positive shift modulo global full dimension.
   shift = (shift+fd)%fd;
 
-  ret.checkerboard = grid->CheckerBoardDestination(rhs.checkerboard,shift,dimension);
   // the permute type
+  ret.checkerboard = grid->CheckerBoardDestination(rhs.checkerboard,shift,dimension);
   int permute_dim =grid->PermuteDim(dimension);
   int permute_type=grid->PermuteType(dimension);
   int permute_type_dist;
@@ -348,7 +321,6 @@ template<class vobj> Lattice<vobj> Cshift_local(Lattice<vobj> &ret,const Lattice
 
     int o   = 0;
     int bo  = x * grid->_ostride[dimension];
-    
     int cb= (cbmask==0x2)? Odd : Even;
 
     int sshift = grid->CheckerBoardShiftForCB(rhs.checkerboard,dimension,shift,cb);
@@ -361,9 +333,23 @@ template<class vobj> Lattice<vobj> Cshift_local(Lattice<vobj> &ret,const Lattice
     // wrap is whether sshift > rd.
     //  num is sshift mod rd.
     // 
+    //  shift 7
+    //
+    //  XoXo YcYc 
+    //  oXoX cYcY
+    //  XoXo YcYc
+    //  oXoX cYcY
+    //
+    //  sshift -- 
+    //
+    //  XX YY ; 3
+    //  XX YY ; 0
+    //  XX YY ; 3
+    //  XX YY ; 0
+    //
     int permute_slice=0;
     if(permute_dim){
-      int wrap = sshift/rd;
+      int wrap = sshift/rd; wrap=wrap % ly;
       int  num = sshift%rd;
 
       if ( x< rd-num ) permute_slice=wrap;
@@ -375,7 +361,6 @@ template<class vobj> Lattice<vobj> Cshift_local(Lattice<vobj> &ret,const Lattice
       } else {
 	permute_type_dist = permute_type;
       }
-      
     }
 
     if ( permute_slice ) Copy_plane_permute(ret,rhs,dimension,x,sx,cbmask,permute_type_dist);

lib/cshift/Cshift_mpi.h

@@ -74,7 +74,6 @@ template<class vobj> void Cshift_comms(Lattice<vobj>& ret,const Lattice<vobj> &r
   sshift[1] = rhs._grid->CheckerBoardShiftForCB(rhs.checkerboard,dimension,shift,Odd);
 
   //  std::cout << "Cshift_comms dim "<<dimension<<"cb "<<rhs.checkerboard<<"shift "<<shift<<" sshift " << sshift[0]<<" "<<sshift[1]<<std::endl;
-
   if ( sshift[0] == sshift[1] ) {
     //    std::cout << "Single pass Cshift_comms" <<std::endl;
     Cshift_comms(ret,rhs,dimension,shift,0x3);
@@ -154,10 +153,8 @@ template<class vobj> void Cshift_comms(Lattice<vobj> &ret,const Lattice<vobj> &r
 			   (void *)&recv_buf[0],
 			   recv_from_rank,
 			   bytes);
+      grid->Barrier();
 
-      //      for(int i=0;i<words;i++){
-      //	std::cout << "SendRecv ["<<i<<"] snd "<<send_buf[i]<<" rcv " << recv_buf[i] << "  0x" << cbmask<<std::endl;
-      //      }
       Scatter_plane_simple (ret,recv_buf,dimension,x,cbmask);
     }
   }
@@ -243,7 +240,7 @@ template<class vobj> void  Cshift_comms_simd(Lattice<vobj> &ret,const Lattice<vo
 			     (void *)&recv_buf_extract[i][0],
 			     recv_from_rank,
 			     bytes);
-
+	grid->Barrier();
 	rpointers[i] = &recv_buf_extract[i][0];
       } else { 
 	rpointers[i] = &send_buf_extract[nbr_lane][0];

lib/lattice/Lattice_arith.h

@@ -39,8 +39,7 @@ namespace Grid {
     ret.checkerboard = lhs.checkerboard;
     conformable(ret,rhs);
     conformable(lhs,rhs);
-PARALLEL_FOR_LOOP
-    for(int ss=0;ss<lhs._grid->oSites();ss++){
+    parallel_for(int ss=0;ss<lhs._grid->oSites();ss++){
 #ifdef STREAMING_STORES
       obj1 tmp;
       mult(&tmp,&lhs._odata[ss],&rhs._odata[ss]);
@@ -56,8 +55,7 @@ PARALLEL_FOR_LOOP
     ret.checkerboard = lhs.checkerboard;
     conformable(ret,rhs);
     conformable(lhs,rhs);
-PARALLEL_FOR_LOOP
-    for(int ss=0;ss<lhs._grid->oSites();ss++){
+    parallel_for(int ss=0;ss<lhs._grid->oSites();ss++){
 #ifdef STREAMING_STORES
       obj1 tmp;
       mac(&tmp,&lhs._odata[ss],&rhs._odata[ss]);
@@ -73,8 +71,7 @@ PARALLEL_FOR_LOOP
     ret.checkerboard = lhs.checkerboard;
     conformable(ret,rhs);
     conformable(lhs,rhs);
-PARALLEL_FOR_LOOP
-    for(int ss=0;ss<lhs._grid->oSites();ss++){
+    parallel_for(int ss=0;ss<lhs._grid->oSites();ss++){
 #ifdef STREAMING_STORES
       obj1 tmp;
       sub(&tmp,&lhs._odata[ss],&rhs._odata[ss]);
@@ -89,8 +86,7 @@ PARALLEL_FOR_LOOP
     ret.checkerboard = lhs.checkerboard;
     conformable(ret,rhs);
     conformable(lhs,rhs);
-PARALLEL_FOR_LOOP
-    for(int ss=0;ss<lhs._grid->oSites();ss++){
+    parallel_for(int ss=0;ss<lhs._grid->oSites();ss++){
 #ifdef STREAMING_STORES
       obj1 tmp;
       add(&tmp,&lhs._odata[ss],&rhs._odata[ss]);
@@ -108,8 +104,7 @@ PARALLEL_FOR_LOOP
     void mult(Lattice<obj1> &ret,const Lattice<obj2> &lhs,const obj3 &rhs){
     ret.checkerboard = lhs.checkerboard;
     conformable(lhs,ret);
-PARALLEL_FOR_LOOP
-    for(int ss=0;ss<lhs._grid->oSites();ss++){
+    parallel_for(int ss=0;ss<lhs._grid->oSites();ss++){
       obj1 tmp;
       mult(&tmp,&lhs._odata[ss],&rhs);
       vstream(ret._odata[ss],tmp);
@@ -120,8 +115,7 @@ PARALLEL_FOR_LOOP
     void mac(Lattice<obj1> &ret,const Lattice<obj2> &lhs,const obj3 &rhs){
     ret.checkerboard = lhs.checkerboard;
     conformable(ret,lhs);
-PARALLEL_FOR_LOOP
-    for(int ss=0;ss<lhs._grid->oSites();ss++){
+    parallel_for(int ss=0;ss<lhs._grid->oSites();ss++){
       obj1 tmp;
       mac(&tmp,&lhs._odata[ss],&rhs);
       vstream(ret._odata[ss],tmp);
@@ -132,8 +126,7 @@ PARALLEL_FOR_LOOP
     void sub(Lattice<obj1> &ret,const Lattice<obj2> &lhs,const obj3 &rhs){
     ret.checkerboard = lhs.checkerboard;
     conformable(ret,lhs);
-PARALLEL_FOR_LOOP
-    for(int ss=0;ss<lhs._grid->oSites();ss++){
+    parallel_for(int ss=0;ss<lhs._grid->oSites();ss++){
 #ifdef STREAMING_STORES
       obj1 tmp;
       sub(&tmp,&lhs._odata[ss],&rhs);
@@ -147,8 +140,7 @@ PARALLEL_FOR_LOOP
     void add(Lattice<obj1> &ret,const Lattice<obj2> &lhs,const obj3 &rhs){
     ret.checkerboard = lhs.checkerboard;
     conformable(lhs,ret);
-PARALLEL_FOR_LOOP
-    for(int ss=0;ss<lhs._grid->oSites();ss++){
+    parallel_for(int ss=0;ss<lhs._grid->oSites();ss++){
 #ifdef STREAMING_STORES
       obj1 tmp;
       add(&tmp,&lhs._odata[ss],&rhs);
@@ -166,8 +158,7 @@ PARALLEL_FOR_LOOP
     void mult(Lattice<obj1> &ret,const obj2 &lhs,const Lattice<obj3> &rhs){
     ret.checkerboard = rhs.checkerboard;
     conformable(ret,rhs);
-PARALLEL_FOR_LOOP
-    for(int ss=0;ss<rhs._grid->oSites();ss++){
+    parallel_for(int ss=0;ss<rhs._grid->oSites();ss++){
 #ifdef STREAMING_STORES
       obj1 tmp;
       mult(&tmp,&lhs,&rhs._odata[ss]);
@@ -182,8 +173,7 @@ PARALLEL_FOR_LOOP
     void mac(Lattice<obj1> &ret,const obj2 &lhs,const Lattice<obj3> &rhs){
     ret.checkerboard = rhs.checkerboard;
     conformable(ret,rhs);
-PARALLEL_FOR_LOOP
-    for(int ss=0;ss<rhs._grid->oSites();ss++){
+    parallel_for(int ss=0;ss<rhs._grid->oSites();ss++){
 #ifdef STREAMING_STORES
       obj1 tmp;
       mac(&tmp,&lhs,&rhs._odata[ss]);
@@ -198,8 +188,7 @@ PARALLEL_FOR_LOOP
     void sub(Lattice<obj1> &ret,const obj2 &lhs,const Lattice<obj3> &rhs){
     ret.checkerboard = rhs.checkerboard;
     conformable(ret,rhs);
-PARALLEL_FOR_LOOP
-    for(int ss=0;ss<rhs._grid->oSites();ss++){
+    parallel_for(int ss=0;ss<rhs._grid->oSites();ss++){
 #ifdef STREAMING_STORES
       obj1 tmp;
       sub(&tmp,&lhs,&rhs._odata[ss]);
@@ -213,8 +202,7 @@ PARALLEL_FOR_LOOP
     void add(Lattice<obj1> &ret,const obj2 &lhs,const Lattice<obj3> &rhs){
     ret.checkerboard = rhs.checkerboard;
     conformable(ret,rhs);
-PARALLEL_FOR_LOOP
-    for(int ss=0;ss<rhs._grid->oSites();ss++){
+    parallel_for(int ss=0;ss<rhs._grid->oSites();ss++){
 #ifdef STREAMING_STORES
       obj1 tmp;
       add(&tmp,&lhs,&rhs._odata[ss]);
@@ -230,8 +218,7 @@ PARALLEL_FOR_LOOP
     ret.checkerboard = x.checkerboard;
     conformable(ret,x);
     conformable(x,y);
-PARALLEL_FOR_LOOP
-    for(int ss=0;ss<x._grid->oSites();ss++){
+    parallel_for(int ss=0;ss<x._grid->oSites();ss++){
 #ifdef STREAMING_STORES
       vobj tmp = a*x._odata[ss]+y._odata[ss];
       vstream(ret._odata[ss],tmp);
@@ -245,8 +232,7 @@ PARALLEL_FOR_LOOP
     ret.checkerboard = x.checkerboard;
     conformable(ret,x);
     conformable(x,y);
-PARALLEL_FOR_LOOP
-    for(int ss=0;ss<x._grid->oSites();ss++){
+    parallel_for(int ss=0;ss<x._grid->oSites();ss++){
 #ifdef STREAMING_STORES
       vobj tmp = a*x._odata[ss]+b*y._odata[ss];
       vstream(ret._odata[ss],tmp);

lib/lattice/Lattice_base.h

@@ -121,8 +121,7 @@ public:
     assert( (cb==Odd) || (cb==Even));
     checkerboard=cb;
 
-PARALLEL_FOR_LOOP
-    for(int ss=0;ss<_grid->oSites();ss++){
+    parallel_for(int ss=0;ss<_grid->oSites();ss++){
 #ifdef STREAMING_STORES
       vobj tmp = eval(ss,expr);
       vstream(_odata[ss] ,tmp);
@@ -144,8 +143,7 @@ PARALLEL_FOR_LOOP
     assert( (cb==Odd) || (cb==Even));
     checkerboard=cb;
 
-PARALLEL_FOR_LOOP
-    for(int ss=0;ss<_grid->oSites();ss++){
+    parallel_for(int ss=0;ss<_grid->oSites();ss++){
 #ifdef STREAMING_STORES
       vobj tmp = eval(ss,expr);
       vstream(_odata[ss] ,tmp);
@@ -167,8 +165,7 @@ PARALLEL_FOR_LOOP
     assert( (cb==Odd) || (cb==Even));
     checkerboard=cb;
 
-PARALLEL_FOR_LOOP
-    for(int ss=0;ss<_grid->oSites();ss++){
+    parallel_for(int ss=0;ss<_grid->oSites();ss++){
 #ifdef STREAMING_STORES
       //vobj tmp = eval(ss,expr);
       vstream(_odata[ss] ,eval(ss,expr));
@@ -191,8 +188,7 @@ PARALLEL_FOR_LOOP
     checkerboard=cb;
 
     _odata.resize(_grid->oSites());
-PARALLEL_FOR_LOOP
-    for(int ss=0;ss<_grid->oSites();ss++){
+    parallel_for(int ss=0;ss<_grid->oSites();ss++){
 #ifdef STREAMING_STORES
       vobj tmp = eval(ss,expr);
       vstream(_odata[ss] ,tmp);
@@ -213,8 +209,7 @@ PARALLEL_FOR_LOOP
     checkerboard=cb;
 
     _odata.resize(_grid->oSites());
-PARALLEL_FOR_LOOP
-    for(int ss=0;ss<_grid->oSites();ss++){
+    parallel_for(int ss=0;ss<_grid->oSites();ss++){
 #ifdef STREAMING_STORES
       vobj tmp = eval(ss,expr);
       vstream(_odata[ss] ,tmp);
@@ -235,8 +230,7 @@ PARALLEL_FOR_LOOP
     checkerboard=cb;
 
     _odata.resize(_grid->oSites());
-PARALLEL_FOR_LOOP
-    for(int ss=0;ss<_grid->oSites();ss++){
+    parallel_for(int ss=0;ss<_grid->oSites();ss++){
       vstream(_odata[ss] ,eval(ss,expr));
     }
   };
@@ -258,8 +252,7 @@ PARALLEL_FOR_LOOP
     	_grid = r._grid;
     	checkerboard = r.checkerboard;
     	_odata.resize(_grid->oSites());// essential
-  		PARALLEL_FOR_LOOP
-        for(int ss=0;ss<_grid->oSites();ss++){
+	parallel_for(int ss=0;ss<_grid->oSites();ss++){
             _odata[ss]=r._odata[ss];
         }  	
     }
@@ -269,8 +262,7 @@ PARALLEL_FOR_LOOP
     virtual ~Lattice(void) = default;
     
     template<class sobj> strong_inline Lattice<vobj> & operator = (const sobj & r){
-PARALLEL_FOR_LOOP
-        for(int ss=0;ss<_grid->oSites();ss++){
+      parallel_for(int ss=0;ss<_grid->oSites();ss++){
             this->_odata[ss]=r;
         }
         return *this;
@@ -279,8 +271,7 @@ PARALLEL_FOR_LOOP
       this->checkerboard = r.checkerboard;
       conformable(*this,r);
       
-PARALLEL_FOR_LOOP
-        for(int ss=0;ss<_grid->oSites();ss++){
+      parallel_for(int ss=0;ss<_grid->oSites();ss++){
             this->_odata[ss]=r._odata[ss];
         }
         return *this;

lib/lattice/Lattice_comparison.h

@@ -45,90 +45,87 @@ namespace Grid {
   //////////////////////////////////////////////////////////////////////////
   template<class vfunctor,class lobj,class robj>  
     inline Lattice<vInteger> LLComparison(vfunctor op,const Lattice<lobj> &lhs,const Lattice<robj> &rhs)
-    {
-      Lattice<vInteger> ret(rhs._grid);
-PARALLEL_FOR_LOOP
-        for(int ss=0;ss<rhs._grid->oSites(); ss++){
-	  ret._odata[ss]=op(lhs._odata[ss],rhs._odata[ss]);
-        }
-        return ret;
+  {
+    Lattice<vInteger> ret(rhs._grid);
+    parallel_for(int ss=0;ss<rhs._grid->oSites(); ss++){
+      ret._odata[ss]=op(lhs._odata[ss],rhs._odata[ss]);
     }
+    return ret;
+  }
   //////////////////////////////////////////////////////////////////////////
   // compare lattice to scalar
   //////////////////////////////////////////////////////////////////////////
-    template<class vfunctor,class lobj,class robj> 
+  template<class vfunctor,class lobj,class robj> 
     inline Lattice<vInteger> LSComparison(vfunctor op,const Lattice<lobj> &lhs,const robj &rhs)
-    {
-      Lattice<vInteger> ret(lhs._grid);
-PARALLEL_FOR_LOOP
-        for(int ss=0;ss<lhs._grid->oSites(); ss++){
-	  ret._odata[ss]=op(lhs._odata[ss],rhs);
-        }
-        return ret;
+  {
+    Lattice<vInteger> ret(lhs._grid);
+    parallel_for(int ss=0;ss<lhs._grid->oSites(); ss++){
+      ret._odata[ss]=op(lhs._odata[ss],rhs);
     }
+    return ret;
+  }
   //////////////////////////////////////////////////////////////////////////
   // compare scalar to lattice
   //////////////////////////////////////////////////////////////////////////
-    template<class vfunctor,class lobj,class robj> 
+  template<class vfunctor,class lobj,class robj> 
     inline Lattice<vInteger> SLComparison(vfunctor op,const lobj &lhs,const Lattice<robj> &rhs)
-    {
-      Lattice<vInteger> ret(rhs._grid);
-PARALLEL_FOR_LOOP
-        for(int ss=0;ss<rhs._grid->oSites(); ss++){
-	  ret._odata[ss]=op(lhs._odata[ss],rhs);
-        }
-        return ret;
+  {
+    Lattice<vInteger> ret(rhs._grid);
+    parallel_for(int ss=0;ss<rhs._grid->oSites(); ss++){
+      ret._odata[ss]=op(lhs._odata[ss],rhs);
     }
-
+    return ret;
+  }
+  
   //////////////////////////////////////////////////////////////////////////
   // Map to functors
   //////////////////////////////////////////////////////////////////////////
-    // Less than
-   template<class lobj,class robj>
-   inline Lattice<vInteger> operator < (const Lattice<lobj> & lhs, const Lattice<robj> & rhs) {
-     return LLComparison(vlt<lobj,robj>(),lhs,rhs);
-   }
-   template<class lobj,class robj>
-   inline Lattice<vInteger> operator < (const Lattice<lobj> & lhs, const robj & rhs) {
-     return LSComparison(vlt<lobj,robj>(),lhs,rhs);
-   }
-   template<class lobj,class robj>
-   inline Lattice<vInteger> operator < (const lobj & lhs, const Lattice<robj> & rhs) {
-     return SLComparison(vlt<lobj,robj>(),lhs,rhs);
-   }
-
-   // Less than equal
-   template<class lobj,class robj>
-   inline Lattice<vInteger> operator <= (const Lattice<lobj> & lhs, const Lattice<robj> & rhs) {
-     return LLComparison(vle<lobj,robj>(),lhs,rhs);
-   }
-   template<class lobj,class robj>
-   inline Lattice<vInteger> operator <= (const Lattice<lobj> & lhs, const robj & rhs) {
-     return LSComparison(vle<lobj,robj>(),lhs,rhs);
-   }
-   template<class lobj,class robj>
-   inline Lattice<vInteger> operator <= (const lobj & lhs, const Lattice<robj> & rhs) {
-     return SLComparison(vle<lobj,robj>(),lhs,rhs);
-   }
-
-   // Greater than 
-   template<class lobj,class robj>
-   inline Lattice<vInteger> operator > (const Lattice<lobj> & lhs, const Lattice<robj> & rhs) {
-     return LLComparison(vgt<lobj,robj>(),lhs,rhs);
-   }
-   template<class lobj,class robj>
-   inline Lattice<vInteger> operator > (const Lattice<lobj> & lhs, const robj & rhs) {
-     return LSComparison(vgt<lobj,robj>(),lhs,rhs);
-   }
-   template<class lobj,class robj>
-   inline Lattice<vInteger> operator > (const lobj & lhs, const Lattice<robj> & rhs) {
+  // Less than
+  template<class lobj,class robj>
+    inline Lattice<vInteger> operator < (const Lattice<lobj> & lhs, const Lattice<robj> & rhs) {
+    return LLComparison(vlt<lobj,robj>(),lhs,rhs);
+  }
+  template<class lobj,class robj>
+    inline Lattice<vInteger> operator < (const Lattice<lobj> & lhs, const robj & rhs) {
+    return LSComparison(vlt<lobj,robj>(),lhs,rhs);
+  }
+  template<class lobj,class robj>
+    inline Lattice<vInteger> operator < (const lobj & lhs, const Lattice<robj> & rhs) {
+    return SLComparison(vlt<lobj,robj>(),lhs,rhs);
+  }
+  
+  // Less than equal
+  template<class lobj,class robj>
+    inline Lattice<vInteger> operator <= (const Lattice<lobj> & lhs, const Lattice<robj> & rhs) {
+    return LLComparison(vle<lobj,robj>(),lhs,rhs);
+  }
+  template<class lobj,class robj>
+    inline Lattice<vInteger> operator <= (const Lattice<lobj> & lhs, const robj & rhs) {
+    return LSComparison(vle<lobj,robj>(),lhs,rhs);
+  }
+  template<class lobj,class robj>
+    inline Lattice<vInteger> operator <= (const lobj & lhs, const Lattice<robj> & rhs) {
+    return SLComparison(vle<lobj,robj>(),lhs,rhs);
+  }
+  
+  // Greater than 
+  template<class lobj,class robj>
+    inline Lattice<vInteger> operator > (const Lattice<lobj> & lhs, const Lattice<robj> & rhs) {
+    return LLComparison(vgt<lobj,robj>(),lhs,rhs);
+  }
+  template<class lobj,class robj>
+    inline Lattice<vInteger> operator > (const Lattice<lobj> & lhs, const robj & rhs) {
+    return LSComparison(vgt<lobj,robj>(),lhs,rhs);
+  }
+  template<class lobj,class robj>
+    inline Lattice<vInteger> operator > (const lobj & lhs, const Lattice<robj> & rhs) {
      return SLComparison(vgt<lobj,robj>(),lhs,rhs);
-   }
-
-
-   // Greater than equal
+  }
+  
+  
+  // Greater than equal
    template<class lobj,class robj>
-   inline Lattice<vInteger> operator >= (const Lattice<lobj> & lhs, const Lattice<robj> & rhs) {
+     inline Lattice<vInteger> operator >= (const Lattice<lobj> & lhs, const Lattice<robj> & rhs) {
      return LLComparison(vge<lobj,robj>(),lhs,rhs);
    }
    template<class lobj,class robj>
@@ -136,38 +133,37 @@ PARALLEL_FOR_LOOP
      return LSComparison(vge<lobj,robj>(),lhs,rhs);
    }
    template<class lobj,class robj>
-   inline Lattice<vInteger> operator >= (const lobj & lhs, const Lattice<robj> & rhs) {
+     inline Lattice<vInteger> operator >= (const lobj & lhs, const Lattice<robj> & rhs) {
      return SLComparison(vge<lobj,robj>(),lhs,rhs);
    }
-
+   
    // equal
    template<class lobj,class robj>
-   inline Lattice<vInteger> operator == (const Lattice<lobj> & lhs, const Lattice<robj> & rhs) {
+     inline Lattice<vInteger> operator == (const Lattice<lobj> & lhs, const Lattice<robj> & rhs) {
      return LLComparison(veq<lobj,robj>(),lhs,rhs);
    }
    template<class lobj,class robj>
-   inline Lattice<vInteger> operator == (const Lattice<lobj> & lhs, const robj & rhs) {
+     inline Lattice<vInteger> operator == (const Lattice<lobj> & lhs, const robj & rhs) {
      return LSComparison(veq<lobj,robj>(),lhs,rhs);
    }
    template<class lobj,class robj>
-   inline Lattice<vInteger> operator == (const lobj & lhs, const Lattice<robj> & rhs) {
+     inline Lattice<vInteger> operator == (const lobj & lhs, const Lattice<robj> & rhs) {
      return SLComparison(veq<lobj,robj>(),lhs,rhs);
    }
-
-
+   
+   
    // not equal
    template<class lobj,class robj>
-   inline Lattice<vInteger> operator != (const Lattice<lobj> & lhs, const Lattice<robj> & rhs) {
+     inline Lattice<vInteger> operator != (const Lattice<lobj> & lhs, const Lattice<robj> & rhs) {
      return LLComparison(vne<lobj,robj>(),lhs,rhs);
    }
    template<class lobj,class robj>
-   inline Lattice<vInteger> operator != (const Lattice<lobj> & lhs, const robj & rhs) {
+     inline Lattice<vInteger> operator != (const Lattice<lobj> & lhs, const robj & rhs) {
      return LSComparison(vne<lobj,robj>(),lhs,rhs);
    }
    template<class lobj,class robj>
-   inline Lattice<vInteger> operator != (const lobj & lhs, const Lattice<robj> & rhs) {
+     inline Lattice<vInteger> operator != (const lobj & lhs, const Lattice<robj> & rhs) {
      return SLComparison(vne<lobj,robj>(),lhs,rhs);
    }
-
 }
 #endif

lib/lattice/Lattice_local.h

@@ -34,47 +34,42 @@ Author: Peter Boyle <paboyle@ph.ed.ac.uk>
 
 namespace Grid {
 
-    /////////////////////////////////////////////////////
-    // Non site, reduced locally reduced routines
-    /////////////////////////////////////////////////////
-
-    // localNorm2,
-    template<class vobj>
+  /////////////////////////////////////////////////////
+  // Non site, reduced locally reduced routines
+  /////////////////////////////////////////////////////
+  
+  // localNorm2,
+  template<class vobj>
     inline auto localNorm2 (const Lattice<vobj> &rhs)-> Lattice<typename vobj::tensor_reduced>
     {
       Lattice<typename vobj::tensor_reduced> ret(rhs._grid);
-PARALLEL_FOR_LOOP
-        for(int ss=0;ss<rhs._grid->oSites(); ss++){
-	  ret._odata[ss]=innerProduct(rhs._odata[ss],rhs._odata[ss]);
-        }
-        return ret;
+      parallel_for(int ss=0;ss<rhs._grid->oSites(); ss++){
+	ret._odata[ss]=innerProduct(rhs._odata[ss],rhs._odata[ss]);
+      }
+      return ret;
     }
-    
-    // localInnerProduct
-    template<class vobj>
+  
+  // localInnerProduct
+  template<class vobj>
     inline auto localInnerProduct (const Lattice<vobj> &lhs,const Lattice<vobj> &rhs) -> Lattice<typename vobj::tensor_reduced>
     {
       Lattice<typename vobj::tensor_reduced> ret(rhs._grid);
-PARALLEL_FOR_LOOP
-      for(int ss=0;ss<rhs._grid->oSites(); ss++){
+      parallel_for(int ss=0;ss<rhs._grid->oSites(); ss++){
 	ret._odata[ss]=innerProduct(lhs._odata[ss],rhs._odata[ss]);
       }
       return ret;
     }
-    
-    // outerProduct Scalar x Scalar -> Scalar
-    //              Vector x Vector -> Matrix
-    template<class ll,class rr>
+  
+  // outerProduct Scalar x Scalar -> Scalar
+  //              Vector x Vector -> Matrix
+  template<class ll,class rr>
     inline auto outerProduct (const Lattice<ll> &lhs,const Lattice<rr> &rhs) -> Lattice<decltype(outerProduct(lhs._odata[0],rhs._odata[0]))>
-    {
-        Lattice<decltype(outerProduct(lhs._odata[0],rhs._odata[0]))> ret(rhs._grid);
-PARALLEL_FOR_LOOP
-        for(int ss=0;ss<rhs._grid->oSites(); ss++){
-            ret._odata[ss]=outerProduct(lhs._odata[ss],rhs._odata[ss]);
-        }
-        return ret;
-     }
-
+  {
+    Lattice<decltype(outerProduct(lhs._odata[0],rhs._odata[0]))> ret(rhs._grid);
+    parallel_for(int ss=0;ss<rhs._grid->oSites(); ss++){
+      ret._odata[ss]=outerProduct(lhs._odata[ss],rhs._odata[ss]);
+    }
+    return ret;
+  }
 }
-
 #endif

lib/lattice/Lattice_overload.h

@@ -37,8 +37,7 @@ namespace Grid {
   inline Lattice<vobj> operator -(const Lattice<vobj> &r)
   {
     Lattice<vobj> ret(r._grid);
-PARALLEL_FOR_LOOP
-    for(int ss=0;ss<r._grid->oSites();ss++){
+    parallel_for(int ss=0;ss<r._grid->oSites();ss++){
       vstream(ret._odata[ss], -r._odata[ss]);
     }
     return ret;
@@ -74,8 +73,7 @@ PARALLEL_FOR_LOOP
   inline auto operator * (const left &lhs,const Lattice<right> &rhs) -> Lattice<decltype(lhs*rhs._odata[0])>
   {
     Lattice<decltype(lhs*rhs._odata[0])> ret(rhs._grid);
-PARALLEL_FOR_LOOP
-    for(int ss=0;ss<rhs._grid->oSites(); ss++){
+    parallel_for(int ss=0;ss<rhs._grid->oSites(); ss++){
       decltype(lhs*rhs._odata[0]) tmp=lhs*rhs._odata[ss]; 
       vstream(ret._odata[ss],tmp);
 	   //      ret._odata[ss]=lhs*rhs._odata[ss];
@@ -86,8 +84,7 @@ PARALLEL_FOR_LOOP
     inline auto operator + (const left &lhs,const Lattice<right> &rhs) -> Lattice<decltype(lhs+rhs._odata[0])>
     {
       Lattice<decltype(lhs+rhs._odata[0])> ret(rhs._grid);
-PARALLEL_FOR_LOOP
-      for(int ss=0;ss<rhs._grid->oSites(); ss++){
+      parallel_for(int ss=0;ss<rhs._grid->oSites(); ss++){
 	decltype(lhs+rhs._odata[0]) tmp =lhs-rhs._odata[ss];  
 	vstream(ret._odata[ss],tmp);
 	//	ret._odata[ss]=lhs+rhs._odata[ss];
@@ -98,11 +95,9 @@ PARALLEL_FOR_LOOP
     inline auto operator - (const left &lhs,const Lattice<right> &rhs) -> Lattice<decltype(lhs-rhs._odata[0])>
   {
     Lattice<decltype(lhs-rhs._odata[0])> ret(rhs._grid);
-PARALLEL_FOR_LOOP
-    for(int ss=0;ss<rhs._grid->oSites(); ss++){
+    parallel_for(int ss=0;ss<rhs._grid->oSites(); ss++){
       decltype(lhs-rhs._odata[0]) tmp=lhs-rhs._odata[ss];  
       vstream(ret._odata[ss],tmp);
-      //      ret._odata[ss]=lhs-rhs._odata[ss];
     }
     return ret;
   }
@@ -110,8 +105,7 @@ PARALLEL_FOR_LOOP
       inline auto operator * (const Lattice<left> &lhs,const right &rhs) -> Lattice<decltype(lhs._odata[0]*rhs)>
     {
       Lattice<decltype(lhs._odata[0]*rhs)> ret(lhs._grid);
-PARALLEL_FOR_LOOP
-      for(int ss=0;ss<lhs._grid->oSites(); ss++){
+      parallel_for(int ss=0;ss<lhs._grid->oSites(); ss++){
 	decltype(lhs._odata[0]*rhs) tmp =lhs._odata[ss]*rhs;
 	vstream(ret._odata[ss],tmp);
 	//            ret._odata[ss]=lhs._odata[ss]*rhs;
@@ -122,8 +116,7 @@ PARALLEL_FOR_LOOP
       inline auto operator + (const Lattice<left> &lhs,const right &rhs) -> Lattice<decltype(lhs._odata[0]+rhs)>
     {
         Lattice<decltype(lhs._odata[0]+rhs)> ret(lhs._grid);
-PARALLEL_FOR_LOOP
-        for(int ss=0;ss<rhs._grid->oSites(); ss++){
+	parallel_for(int ss=0;ss<rhs._grid->oSites(); ss++){
 	  decltype(lhs._odata[0]+rhs) tmp=lhs._odata[ss]+rhs; 
 	  vstream(ret._odata[ss],tmp);
 	  //	  ret._odata[ss]=lhs._odata[ss]+rhs;
@@ -134,15 +127,12 @@ PARALLEL_FOR_LOOP
       inline auto operator - (const Lattice<left> &lhs,const right &rhs) -> Lattice<decltype(lhs._odata[0]-rhs)>
     {
       Lattice<decltype(lhs._odata[0]-rhs)> ret(lhs._grid);
-PARALLEL_FOR_LOOP
-      for(int ss=0;ss<rhs._grid->oSites(); ss++){
+      parallel_for(int ss=0;ss<rhs._grid->oSites(); ss++){
 	  decltype(lhs._odata[0]-rhs) tmp=lhs._odata[ss]-rhs;
 	  vstream(ret._odata[ss],tmp);
 	  //	ret._odata[ss]=lhs._odata[ss]-rhs;
       }
       return ret;
     }
-
-
 }
 #endif

lib/lattice/Lattice_peekpoke.h

@@ -44,22 +44,20 @@ namespace Grid {
     {
       Lattice<decltype(peekIndex<Index>(lhs._odata[0],i))> ret(lhs._grid);
       ret.checkerboard=lhs.checkerboard;
-PARALLEL_FOR_LOOP
-        for(int ss=0;ss<lhs._grid->oSites();ss++){
-	  ret._odata[ss] = peekIndex<Index>(lhs._odata[ss],i);
-        }
-        return ret;
+      parallel_for(int ss=0;ss<lhs._grid->oSites();ss++){
+	ret._odata[ss] = peekIndex<Index>(lhs._odata[ss],i);
+      }
+      return ret;
     };
     template<int Index,class vobj>
-       auto PeekIndex(const Lattice<vobj> &lhs,int i,int j) -> Lattice<decltype(peekIndex<Index>(lhs._odata[0],i,j))>
+      auto PeekIndex(const Lattice<vobj> &lhs,int i,int j) -> Lattice<decltype(peekIndex<Index>(lhs._odata[0],i,j))>
     {
       Lattice<decltype(peekIndex<Index>(lhs._odata[0],i,j))> ret(lhs._grid);
       ret.checkerboard=lhs.checkerboard;
-PARALLEL_FOR_LOOP
-        for(int ss=0;ss<lhs._grid->oSites();ss++){
-	  ret._odata[ss] = peekIndex<Index>(lhs._odata[ss],i,j);
-        }
-        return ret;
+      parallel_for(int ss=0;ss<lhs._grid->oSites();ss++){
+	ret._odata[ss] = peekIndex<Index>(lhs._odata[ss],i,j);
+      }
+      return ret;
     };
 
     ////////////////////////////////////////////////////////////////////////////////////////////////////
@@ -68,18 +66,16 @@ PARALLEL_FOR_LOOP
     template<int Index,class vobj> 
     void PokeIndex(Lattice<vobj> &lhs,const Lattice<decltype(peekIndex<Index>(lhs._odata[0],0))> & rhs,int i)
     {
-PARALLEL_FOR_LOOP
-        for(int ss=0;ss<lhs._grid->oSites();ss++){
-	  pokeIndex<Index>(lhs._odata[ss],rhs._odata[ss],i);
-	}      
+      parallel_for(int ss=0;ss<lhs._grid->oSites();ss++){
+	pokeIndex<Index>(lhs._odata[ss],rhs._odata[ss],i);
+      }      
     }
     template<int Index,class vobj>
       void PokeIndex(Lattice<vobj> &lhs,const Lattice<decltype(peekIndex<Index>(lhs._odata[0],0,0))> & rhs,int i,int j)
     {
-PARALLEL_FOR_LOOP
-        for(int ss=0;ss<lhs._grid->oSites();ss++){
-	  pokeIndex<Index>(lhs._odata[ss],rhs._odata[ss],i,j);
-	}      
+      parallel_for(int ss=0;ss<lhs._grid->oSites();ss++){
+	pokeIndex<Index>(lhs._odata[ss],rhs._odata[ss],i,j);
+      }      
     }
 
     //////////////////////////////////////////////////////
@@ -131,9 +127,6 @@ PARALLEL_FOR_LOOP
 
       assert( l.checkerboard == l._grid->CheckerBoard(site));
 
-      // FIXME
-      //      assert( sizeof(sobj)*Nsimd == sizeof(vobj));
-
       int rank,odx,idx;
       grid->GlobalCoorToRankIndex(rank,odx,idx,site);
 

lib/lattice/Lattice_reality.h

@@ -40,8 +40,7 @@ namespace Grid {
 
     template<class vobj> inline Lattice<vobj> adj(const Lattice<vobj> &lhs){
         Lattice<vobj> ret(lhs._grid);
-PARALLEL_FOR_LOOP
-        for(int ss=0;ss<lhs._grid->oSites();ss++){
+	parallel_for(int ss=0;ss<lhs._grid->oSites();ss++){
             ret._odata[ss] = adj(lhs._odata[ss]);
         }
         return ret;
@@ -49,13 +48,10 @@ PARALLEL_FOR_LOOP
 
     template<class vobj> inline Lattice<vobj> conjugate(const Lattice<vobj> &lhs){
         Lattice<vobj> ret(lhs._grid);
-PARALLEL_FOR_LOOP
-        for(int ss=0;ss<lhs._grid->oSites();ss++){
-            ret._odata[ss] = conjugate(lhs._odata[ss]);
+	parallel_for(int ss=0;ss<lhs._grid->oSites();ss++){
+	  ret._odata[ss] = conjugate(lhs._odata[ss]);
         }
         return ret;
     };
-
-
 }
 #endif

lib/lattice/Lattice_reduction.h

@@ -30,6 +30,8 @@ Author: paboyle <paboyle@ph.ed.ac.uk>
 #ifndef GRID_LATTICE_REDUCTION_H
 #define GRID_LATTICE_REDUCTION_H
 
+#include <Grid/Eigen/Dense>
+
 namespace Grid {
 #ifdef GRID_WARN_SUBOPTIMAL
 #warning "Optimisation alert all these reduction loops are NOT threaded "
@@ -38,122 +40,123 @@ namespace Grid {
     ////////////////////////////////////////////////////////////////////////////////////////////////////
     // Deterministic Reduction operations
     ////////////////////////////////////////////////////////////////////////////////////////////////////
-  template<class vobj> inline RealD norm2(const Lattice<vobj> &arg){
-    ComplexD nrm = innerProduct(arg,arg);
-    return std::real(nrm); 
-  }
+template<class vobj> inline RealD norm2(const Lattice<vobj> &arg){
+  ComplexD nrm = innerProduct(arg,arg);
+  return std::real(nrm); 
+}
 
-    template<class vobj>
-    inline ComplexD innerProduct(const Lattice<vobj> &left,const Lattice<vobj> &right) 
-    {
-      typedef typename vobj::scalar_type scalar_type;
-      typedef typename vobj::vector_type vector_type;
-      scalar_type  nrm;
-
-      GridBase *grid = left._grid;
-
-      std::vector<vector_type,alignedAllocator<vector_type> > sumarray(grid->SumArraySize());
-      for(int i=0;i<grid->SumArraySize();i++){
-	sumarray[i]=zero;
-      }
-
-PARALLEL_FOR_LOOP
-      for(int thr=0;thr<grid->SumArraySize();thr++){
-	int nwork, mywork, myoff;
-	GridThread::GetWork(left._grid->oSites(),thr,mywork,myoff);
-	
-	decltype(innerProduct(left._odata[0],right._odata[0])) vnrm=zero; // private to thread; sub summation
-        for(int ss=myoff;ss<mywork+myoff; ss++){
-	  vnrm = vnrm + innerProduct(left._odata[ss],right._odata[ss]);
-	}
-	sumarray[thr]=TensorRemove(vnrm) ;
-      }
+// Double inner product
+template<class vobj>
+inline ComplexD innerProduct(const Lattice<vobj> &left,const Lattice<vobj> &right) 
+{
+  typedef typename vobj::scalar_type scalar_type;
+  typedef typename vobj::vector_typeD vector_type;
+  scalar_type  nrm;
+  
+  GridBase *grid = left._grid;
+  
+  std::vector<vector_type,alignedAllocator<vector_type> > sumarray(grid->SumArraySize());
+  
+  parallel_for(int thr=0;thr<grid->SumArraySize();thr++){
+    int nwork, mywork, myoff;
+    GridThread::GetWork(left._grid->oSites(),thr,mywork,myoff);
     
-      vector_type vvnrm; vvnrm=zero;  // sum across threads
-      for(int i=0;i<grid->SumArraySize();i++){
-	vvnrm = vvnrm+sumarray[i];
-      } 
-      nrm = Reduce(vvnrm);// sum across simd
-      right._grid->GlobalSum(nrm);
-      return nrm;
+    decltype(innerProductD(left._odata[0],right._odata[0])) vnrm=zero; // private to thread; sub summation
+    for(int ss=myoff;ss<mywork+myoff; ss++){
+      vnrm = vnrm + innerProductD(left._odata[ss],right._odata[ss]);
     }
+    sumarray[thr]=TensorRemove(vnrm) ;
+  }
+  
+  vector_type vvnrm; vvnrm=zero;  // sum across threads
+  for(int i=0;i<grid->SumArraySize();i++){
+    vvnrm = vvnrm+sumarray[i];
+  } 
+  nrm = Reduce(vvnrm);// sum across simd
+  right._grid->GlobalSum(nrm);
+  return nrm;
+}
+ 
+template<class Op,class T1>
+inline auto sum(const LatticeUnaryExpression<Op,T1> & expr)
+  ->typename decltype(expr.first.func(eval(0,std::get<0>(expr.second))))::scalar_object
+{
+  return sum(closure(expr));
+}
 
-    template<class Op,class T1>
-      inline auto sum(const LatticeUnaryExpression<Op,T1> & expr)
-      ->typename decltype(expr.first.func(eval(0,std::get<0>(expr.second))))::scalar_object
-    {
-      return sum(closure(expr));
-    }
-
-    template<class Op,class T1,class T2>
-      inline auto sum(const LatticeBinaryExpression<Op,T1,T2> & expr)
+template<class Op,class T1,class T2>
+inline auto sum(const LatticeBinaryExpression<Op,T1,T2> & expr)
       ->typename decltype(expr.first.func(eval(0,std::get<0>(expr.second)),eval(0,std::get<1>(expr.second))))::scalar_object
-    {
-      return sum(closure(expr));
-    }
-
-
-    template<class Op,class T1,class T2,class T3>
-      inline auto sum(const LatticeTrinaryExpression<Op,T1,T2,T3> & expr)
-      ->typename decltype(expr.first.func(eval(0,std::get<0>(expr.second)),
-				 eval(0,std::get<1>(expr.second)),
-				 eval(0,std::get<2>(expr.second))
-				 ))::scalar_object
-    {
-      return sum(closure(expr));
-    }
-
-    template<class vobj>
-    inline typename vobj::scalar_object sum(const Lattice<vobj> &arg){
-
-      GridBase *grid=arg._grid;
-      int Nsimd = grid->Nsimd();
-
-      std::vector<vobj,alignedAllocator<vobj> > sumarray(grid->SumArraySize());
-      for(int i=0;i<grid->SumArraySize();i++){
-	sumarray[i]=zero;
-      }
-
-PARALLEL_FOR_LOOP
-      for(int thr=0;thr<grid->SumArraySize();thr++){
-	int nwork, mywork, myoff;
-	GridThread::GetWork(grid->oSites(),thr,mywork,myoff);
-
-	vobj vvsum=zero;
-        for(int ss=myoff;ss<mywork+myoff; ss++){
-	  vvsum = vvsum + arg._odata[ss];
-	}
-	sumarray[thr]=vvsum;
-      }
-
-      vobj vsum=zero;  // sum across threads
-      for(int i=0;i<grid->SumArraySize();i++){
-	vsum = vsum+sumarray[i];
-      } 
-
-      typedef typename vobj::scalar_object sobj;
-      sobj ssum=zero;
-
-      std::vector<sobj>               buf(Nsimd);
-      extract(vsum,buf);
-
-      for(int i=0;i<Nsimd;i++) ssum = ssum + buf[i];
-      arg._grid->GlobalSum(ssum);
-
-      return ssum;
+{
+  return sum(closure(expr));
+}
+
+
+template<class Op,class T1,class T2,class T3>
+inline auto sum(const LatticeTrinaryExpression<Op,T1,T2,T3> & expr)
+  ->typename decltype(expr.first.func(eval(0,std::get<0>(expr.second)),
+				      eval(0,std::get<1>(expr.second)),
+				      eval(0,std::get<2>(expr.second))
+				      ))::scalar_object
+{
+  return sum(closure(expr));
+}
+
+template<class vobj>
+inline typename vobj::scalar_object sum(const Lattice<vobj> &arg)
+{
+  GridBase *grid=arg._grid;
+  int Nsimd = grid->Nsimd();
+  
+  std::vector<vobj,alignedAllocator<vobj> > sumarray(grid->SumArraySize());
+  for(int i=0;i<grid->SumArraySize();i++){
+    sumarray[i]=zero;
+  }
+  
+  parallel_for(int thr=0;thr<grid->SumArraySize();thr++){
+    int nwork, mywork, myoff;
+    GridThread::GetWork(grid->oSites(),thr,mywork,myoff);
+    
+    vobj vvsum=zero;
+    for(int ss=myoff;ss<mywork+myoff; ss++){
+      vvsum = vvsum + arg._odata[ss];
     }
+    sumarray[thr]=vvsum;
+  }
+  
+  vobj vsum=zero;  // sum across threads
+  for(int i=0;i<grid->SumArraySize();i++){
+    vsum = vsum+sumarray[i];
+  } 
+  
+  typedef typename vobj::scalar_object sobj;
+  sobj ssum=zero;
+  
+  std::vector<sobj>               buf(Nsimd);
+  extract(vsum,buf);
+  
+  for(int i=0;i<Nsimd;i++) ssum = ssum + buf[i];
+  arg._grid->GlobalSum(ssum);
+  
+  return ssum;
+}
 
 
+//////////////////////////////////////////////////////////////////////////////////////////////////////////////
+// sliceSum, sliceInnerProduct, sliceAxpy, sliceNorm etc...
+//////////////////////////////////////////////////////////////////////////////////////////////////////////////
 
 template<class vobj> inline void sliceSum(const Lattice<vobj> &Data,std::vector<typename vobj::scalar_object> &result,int orthogdim)
 {
+  ///////////////////////////////////////////////////////
+  // FIXME precision promoted summation
+  // may be important for correlation functions
+  // But easily avoided by using double precision fields
+  ///////////////////////////////////////////////////////
   typedef typename vobj::scalar_object sobj;
   GridBase  *grid = Data._grid;
   assert(grid!=NULL);
 
-  // FIXME
-  // std::cout<<GridLogMessage<<"WARNING ! SliceSum is unthreaded "<<grid->SumArraySize()<<" threads "<<std::endl;
-
   const int    Nd = grid->_ndimension;
   const int Nsimd = grid->Nsimd();
 
@@ -165,23 +168,31 @@ template<class vobj> inline void sliceSum(const Lattice<vobj> &Data,std::vector<
   int rd=grid->_rdimensions[orthogdim];
 
   std::vector<vobj,alignedAllocator<vobj> > lvSum(rd); // will locally sum vectors first
-  std::vector<sobj> lsSum(ld,zero); // sum across these down to scalars
-  std::vector<sobj> extracted(Nsimd);     // splitting the SIMD
+  std::vector<sobj> lsSum(ld,zero);                    // sum across these down to scalars
+  std::vector<sobj> extracted(Nsimd);                  // splitting the SIMD
 
-  result.resize(fd); // And then global sum to return the same vector to every node for IO to file
+  result.resize(fd); // And then global sum to return the same vector to every node 
   for(int r=0;r<rd;r++){
     lvSum[r]=zero;
   }
 
-  std::vector<int>  coor(Nd);  
+  int e1=    grid->_slice_nblock[orthogdim];
+  int e2=    grid->_slice_block [orthogdim];
+  int stride=grid->_slice_stride[orthogdim];
 
   // sum over reduced dimension planes, breaking out orthog dir
+  // Parallel over orthog direction
+  parallel_for(int r=0;r<rd;r++){
 
-  for(int ss=0;ss<grid->oSites();ss++){
-    Lexicographic::CoorFromIndex(coor,ss,grid->_rdimensions);
-    int r = coor[orthogdim];
-    lvSum[r]=lvSum[r]+Data._odata[ss];
-  }  
+    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;
+	lvSum[r]=lvSum[r]+Data._odata[ss];
+      }
+    }
+  }
 
   // Sum across simd lanes in the plane, breaking out orthog dir.
   std::vector<int> icoor(Nd);
@@ -216,10 +227,304 @@ template<class vobj> inline void sliceSum(const Lattice<vobj> &Data,std::vector<
 
     result[t]=gsum;
   }
+}
 
+template<class vobj>
+static void sliceInnerProductVector( std::vector<ComplexD> & result, const Lattice<vobj> &lhs,const Lattice<vobj> &rhs,int orthogdim) 
+{
+  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::vector<vector_type,alignedAllocator<vector_type> > lvSum(rd); // will locally sum vectors first
+  std::vector<scalar_type > lsSum(ld,scalar_type(0.0));                    // sum across these down to scalars
+  std::vector<iScalar<scalar_type> > extracted(Nsimd);                  // splitting the SIMD
+
+  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];
+
+  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;
+	vector_type vv = TensorRemove(innerProduct(lhs._odata[ss],rhs._odata[ss]));
+	lvSum[r]=lvSum[r]+vv;
+      }
+    }
+  }
+
+  // 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;
+
+    }
+  }
+  
+  // sum over nodes.
+  scalar_type gsum;
+  for(int t=0;t<fd;t++){
+    int pt = t/ld; // processor plane
+    int lt = t%ld;
+    if ( pt == grid->_processor_coor[orthogdim] ) {
+      gsum=lsSum[lt];
+    } else {
+      gsum=scalar_type(0.0);
+    }
+
+    grid->GlobalSum(gsum);
+
+    result[t]=gsum;
+  }
+}
+template<class vobj>
+static void sliceNorm (std::vector<RealD> &sn,const Lattice<vobj> &rhs,int Orthog) 
+{
+  typedef typename vobj::scalar_object sobj;
+  typedef typename vobj::scalar_type scalar_type;
+  typedef typename vobj::vector_type vector_type;
+  
+  int Nblock = rhs._grid->GlobalDimensions()[Orthog];
+  std::vector<ComplexD> ip(Nblock);
+  sn.resize(Nblock);
+  
+  sliceInnerProductVector(ip,rhs,rhs,Orthog);
+  for(int ss=0;ss<Nblock;ss++){
+    sn[ss] = real(ip[ss]);
+  }
+};
+
+
+template<class vobj>
+static void sliceMaddVector(Lattice<vobj> &R,std::vector<RealD> &a,const Lattice<vobj> &X,const Lattice<vobj> &Y,
+			    int orthogdim,RealD scale=1.0) 
+{    
+  typedef typename vobj::scalar_object sobj;
+  typedef typename vobj::scalar_type scalar_type;
+  typedef typename vobj::vector_type vector_type;
+  typedef typename vobj::tensor_reduced tensor_reduced;
+  
+  GridBase *grid  = X._grid;
+
+  int Nsimd  =grid->Nsimd();
+  int Nblock =grid->GlobalDimensions()[orthogdim];
+
+  int fd     =grid->_fdimensions[orthogdim];
+  int ld     =grid->_ldimensions[orthogdim];
+  int rd     =grid->_rdimensions[orthogdim];
+
+  int e1     =grid->_slice_nblock[orthogdim];
+  int e2     =grid->_slice_block [orthogdim];
+  int stride =grid->_slice_stride[orthogdim];
+
+  std::vector<int> icoor;
+
+  for(int r=0;r<rd;r++){
+
+    int so=r*grid->_ostride[orthogdim]; // base offset for start of plane 
+
+    vector_type    av;
+
+    for(int l=0;l<Nsimd;l++){
+      grid->iCoorFromIindex(icoor,l);
+      int ldx =r+icoor[orthogdim]*rd;
+      scalar_type *as =(scalar_type *)&av;
+      as[l] = scalar_type(a[ldx])*scale;
+    }
+
+    tensor_reduced at; at=av;
+
+    parallel_for_nest2(int n=0;n<e1;n++){
+      for(int b=0;b<e2;b++){
+	int ss= so+n*stride+b;
+	R._odata[ss] = at*X._odata[ss]+Y._odata[ss];
+      }
+    }
+  }
+};
+
+
+/*
+template<class vobj>
+static void sliceMaddVectorSlow (Lattice<vobj> &R,std::vector<RealD> &a,const Lattice<vobj> &X,const Lattice<vobj> &Y,
+			     int Orthog,RealD scale=1.0) 
+{    
+  // FIXME: Implementation is slow
+  // Best base the linear combination by constructing a 
+  // set of vectors of size grid->_rdimensions[Orthog].
+  typedef typename vobj::scalar_object sobj;
+  typedef typename vobj::scalar_type scalar_type;
+  typedef typename vobj::vector_type vector_type;
+  
+  int Nblock = X._grid->GlobalDimensions()[Orthog];
+  
+  GridBase *FullGrid  = X._grid;
+  GridBase *SliceGrid = makeSubSliceGrid(FullGrid,Orthog);
+  
+  Lattice<vobj> Xslice(SliceGrid);
+  Lattice<vobj> Rslice(SliceGrid);
+  // If we based this on Cshift it would work for spread out
+  // but it would be even slower
+  for(int i=0;i<Nblock;i++){
+    ExtractSlice(Rslice,Y,i,Orthog);
+    ExtractSlice(Xslice,X,i,Orthog);
+    Rslice = Rslice + Xslice*(scale*a[i]);
+    InsertSlice(Rslice,R,i,Orthog);
+  }
+};
+
+template<class vobj>
+static void sliceInnerProductVectorSlow( std::vector<ComplexD> & vec, const Lattice<vobj> &lhs,const Lattice<vobj> &rhs,int Orthog) 
+  {
+    // FIXME: Implementation is slow
+    // Look at localInnerProduct implementation,
+    // and do inside a site loop with block strided iterators
+    typedef typename vobj::scalar_object sobj;
+    typedef typename vobj::scalar_type scalar_type;
+    typedef typename vobj::vector_type vector_type;
+    typedef typename vobj::tensor_reduced scalar;
+    typedef typename scalar::scalar_object  scomplex;
+  
+    int Nblock = lhs._grid->GlobalDimensions()[Orthog];
+
+    vec.resize(Nblock);
+    std::vector<scomplex> sip(Nblock);
+    Lattice<scalar> IP(lhs._grid); 
+
+    IP=localInnerProduct(lhs,rhs);
+    sliceSum(IP,sip,Orthog);
+  
+    for(int ss=0;ss<Nblock;ss++){
+      vec[ss] = TensorRemove(sip[ss]);
+    }
+  }
+*/
+
+//////////////////////////////////////////////////////////////////////////////////////////
+// FIXME: Implementation is slow
+// If we based this on Cshift it would work for spread out
+// but it would be even slower
+//
+// Repeated extract slice is inefficient
+//
+// Best base the linear combination by constructing a 
+// set of vectors of size grid->_rdimensions[Orthog].
+//////////////////////////////////////////////////////////////////////////////////////////
+
+inline GridBase         *makeSubSliceGrid(const GridBase *BlockSolverGrid,int Orthog)
+{
+  int NN    = BlockSolverGrid->_ndimension;
+  int nsimd = BlockSolverGrid->Nsimd();
+  
+  std::vector<int> latt_phys(0);
+  std::vector<int> simd_phys(0);
+  std::vector<int>  mpi_phys(0);
+  
+  for(int d=0;d<NN;d++){
+    if( d!=Orthog ) { 
+      latt_phys.push_back(BlockSolverGrid->_fdimensions[d]);
+      simd_phys.push_back(BlockSolverGrid->_simd_layout[d]);
+      mpi_phys.push_back(BlockSolverGrid->_processors[d]);
+    }
+  }
+  return (GridBase *)new GridCartesian(latt_phys,simd_phys,mpi_phys); 
 }
 
 
+template<class vobj>
+static void sliceMaddMatrix (Lattice<vobj> &R,Eigen::MatrixXcd &aa,const Lattice<vobj> &X,const Lattice<vobj> &Y,int Orthog,RealD scale=1.0) 
+{    
+  typedef typename vobj::scalar_object sobj;
+  typedef typename vobj::scalar_type scalar_type;
+  typedef typename vobj::vector_type vector_type;
+
+  int Nblock = X._grid->GlobalDimensions()[Orthog];
+  
+  GridBase *FullGrid  = X._grid;
+  GridBase *SliceGrid = makeSubSliceGrid(FullGrid,Orthog);
+  
+  Lattice<vobj> Xslice(SliceGrid);
+  Lattice<vobj> Rslice(SliceGrid);
+  
+  for(int i=0;i<Nblock;i++){
+    ExtractSlice(Rslice,Y,i,Orthog);
+    for(int j=0;j<Nblock;j++){
+      ExtractSlice(Xslice,X,j,Orthog);
+      Rslice = Rslice + Xslice*(scale*aa(j,i));
+    }
+    InsertSlice(Rslice,R,i,Orthog);
+  }
+};
+
+template<class vobj>
+static void sliceInnerProductMatrix(  Eigen::MatrixXcd &mat, const Lattice<vobj> &lhs,const Lattice<vobj> &rhs,int Orthog) 
+{
+  // FIXME: Implementation is slow
+  // Not sure of best solution.. think about it
+  typedef typename vobj::scalar_object sobj;
+  typedef typename vobj::scalar_type scalar_type;
+  typedef typename vobj::vector_type vector_type;
+  
+  GridBase *FullGrid  = lhs._grid;
+  GridBase *SliceGrid = makeSubSliceGrid(FullGrid,Orthog);
+  
+  int Nblock = FullGrid->GlobalDimensions()[Orthog];
+  
+  Lattice<vobj> Lslice(SliceGrid);
+  Lattice<vobj> Rslice(SliceGrid);
+  
+  mat = Eigen::MatrixXcd::Zero(Nblock,Nblock);
+  
+  for(int i=0;i<Nblock;i++){
+    ExtractSlice(Lslice,lhs,i,Orthog);
+    for(int j=0;j<Nblock;j++){
+      ExtractSlice(Rslice,rhs,j,Orthog);
+      mat(i,j) = innerProduct(Lslice,Rslice);
+    }
+  }
+#undef FORCE_DIAG
+#ifdef FORCE_DIAG
+  for(int i=0;i<Nblock;i++){
+    for(int j=0;j<Nblock;j++){
+      if ( i != j ) mat(i,j)=0.0;
+    }
+  }
+#endif
+  return;
 }
+
+} /*END NAMESPACE GRID*/
 #endif
 

lib/lattice/Lattice_rng.h

@@ -30,11 +30,19 @@ Author: paboyle <paboyle@ph.ed.ac.uk>
 #define GRID_LATTICE_RNG_H
 
 #include <random>
+
+#ifdef RNG_SITMO
 #include <Grid/sitmo_rng/sitmo_prng_engine.hpp>
+#endif 
+
+#if defined(RNG_SITMO)
+#define RNG_FAST_DISCARD
+#else 
+#undef  RNG_FAST_DISCARD
+#endif
 
 namespace Grid {
 
-
   //////////////////////////////////////////////////////////////
   // Allow the RNG state to be less dense than the fine grid
   //////////////////////////////////////////////////////////////
@@ -64,115 +72,139 @@ namespace Grid {
 
       multiplicity = multiplicity *fine->_rdimensions[fd] / coarse->_rdimensions[d]; 
     }
-
     return multiplicity;
   }
 
-  // Wrap seed_seq to give common interface with random_device
-  class fixedSeed {
-  public:
-
-    typedef std::seed_seq::result_type result_type;
-
-    std::seed_seq src;
-    
-    fixedSeed(const std::vector<int> &seeds) : src(seeds.begin(),seeds.end()) {};
-
-    result_type operator () (void){
-
-      std::vector<result_type> list(1);
-
-      src.generate(list.begin(),list.end());
-
-      return list[0];
-
-    }
-
-  };
-
   // real scalars are one component
-  template<class scalar,class distribution,class generator> void fillScalar(scalar &s,distribution &dist,generator & gen)
+  template<class scalar,class distribution,class generator> 
+  void fillScalar(scalar &s,distribution &dist,generator & gen)
   {
     s=dist(gen);
   }
-  template<class distribution,class generator> void fillScalar(ComplexF &s,distribution &dist, generator &gen)
+  template<class distribution,class generator> 
+  void fillScalar(ComplexF &s,distribution &dist, generator &gen)
   {
     s=ComplexF(dist(gen),dist(gen));
   }
-  template<class distribution,class generator> void fillScalar(ComplexD &s,distribution &dist,generator &gen)
+  template<class distribution,class generator> 
+  void fillScalar(ComplexD &s,distribution &dist,generator &gen)
   {
     s=ComplexD(dist(gen),dist(gen));
   }
   
   class GridRNGbase {
-
   public:
-
-    int _seeded;
     // One generator per site.
     // Uniform and Gaussian distributions from these generators.
 #ifdef RNG_RANLUX
-    typedef uint64_t      RngStateType;
     typedef std::ranlux48 RngEngine;
+    typedef uint64_t      RngStateType;
     static const int RngStateCount = 15;
-#elif RNG_MT19937 
+#endif 
+#ifdef RNG_MT19937 
     typedef std::mt19937 RngEngine;
     typedef uint32_t     RngStateType;
     static const int     RngStateCount = std::mt19937::state_size;
-#elif RNG_SITMO
+#endif
+#ifdef RNG_SITMO
     typedef sitmo::prng_engine 	RngEngine;
     typedef uint64_t    	RngStateType;
     static const int    	RngStateCount = 4;
 #endif
-    std::vector<RngEngine>                             _generators;
-    std::vector<std::uniform_real_distribution<RealD>> _uniform;
-    std::vector<std::normal_distribution<RealD>>       _gaussian;
-    std::vector<std::discrete_distribution<int32_t>>     _bernoulli;
 
-    void GetState(std::vector<RngStateType> & saved,int gen) {
+    std::vector<RngEngine>                             _generators;
+    std::vector<std::uniform_real_distribution<RealD> > _uniform;
+    std::vector<std::normal_distribution<RealD> >       _gaussian;
+    std::vector<std::discrete_distribution<int32_t> >   _bernoulli;
+    std::vector<std::uniform_int_distribution<uint32_t> > _uid;
+
+    ///////////////////////
+    // support for parallel init
+    ///////////////////////
+#ifdef RNG_FAST_DISCARD
+    static void Skip(RngEngine &eng)
+    {
+      /////////////////////////////////////////////////////////////////////////////////////
+      // Skip by 2^40 elements between successive lattice sites
+      // This goes by 10^12.
+      // Consider quenched updating; likely never exceeding rate of 1000 sweeps
+      // per second on any machine. This gives us of order 10^9 seconds, or 100 years
+      // skip ahead.
+      // For HMC unlikely to go at faster than a solve per second, and 
+      // tens of seconds per trajectory so this is clean in all reasonable cases,
+      // and margin of safety is orders of magnitude.
+      // We could hack Sitmo to skip in the higher order words of state if necessary
+      /////////////////////////////////////////////////////////////////////////////////////
+      uint64_t skip = 0x1; skip = skip<<40;
+      eng.discard(skip);
+    } 
+#endif
+    static RngEngine Reseed(RngEngine &eng)
+    {
+      std::vector<uint32_t> newseed;
+      std::uniform_int_distribution<uint32_t> uid;
+      return Reseed(eng,newseed,uid);
+    }
+    static RngEngine Reseed(RngEngine &eng,std::vector<uint32_t> & newseed,
+			    std::uniform_int_distribution<uint32_t> &uid)
+    {
+      const int reseeds=4;
+      
+      newseed.resize(reseeds);
+      for(int i=0;i<reseeds;i++){
+	newseed[i] = uid(eng);
+      }
+      std::seed_seq sseq(newseed.begin(),newseed.end());
+      return RngEngine(sseq);
+    }    
+
+    void GetState(std::vector<RngStateType> & saved,RngEngine &eng) {
       saved.resize(RngStateCount);
       std::stringstream ss;
-      ss<<_generators[gen];
+      ss<<eng;
       ss.seekg(0,ss.beg);
       for(int i=0;i<RngStateCount;i++){
 	ss>>saved[i];
       }
     }
-    void SetState(std::vector<RngStateType> & saved,int gen){
+    void GetState(std::vector<RngStateType> & saved,int gen) {
+      GetState(saved,_generators[gen]);
+    }
+    void SetState(std::vector<RngStateType> & saved,RngEngine &eng){
       assert(saved.size()==RngStateCount);
       std::stringstream ss;
       for(int i=0;i<RngStateCount;i++){
 	ss<< saved[i]<<" ";
       }
       ss.seekg(0,ss.beg);
-      ss>>_generators[gen];
+      ss>>eng;
     }
+    void SetState(std::vector<RngStateType> & saved,int gen){
+      SetState(saved,_generators[gen]);
+    }
+    void SetEngine(RngEngine &Eng, int gen){
+      _generators[gen]=Eng;
+    }
+    void GetEngine(RngEngine &Eng, int gen){
+      Eng=_generators[gen];
+    }
+    template<class source> void Seed(source &src, int gen)
+    {
+      _generators[gen] = RngEngine(src);
+    }    
   };
 
   class GridSerialRNG : public GridRNGbase {
   public:
 
-    // FIXME ... do we require lockstep draws of randoms 
-    // from all nodes keeping seeds consistent.
-    // place a barrier/broadcast in the fill routine
-    template<class source> void Seed(source &src)
-    {
-      typename source::result_type init = src();
-      CartesianCommunicator::BroadcastWorld(0,(void *)&init,sizeof(init));
-      _generators[0] = RngEngine(init);
-      _seeded=1;
-    }    
-
     GridSerialRNG() : GridRNGbase() {
       _generators.resize(1);
       _uniform.resize(1,std::uniform_real_distribution<RealD>{0,1});
       _gaussian.resize(1,std::normal_distribution<RealD>(0.0,1.0) );
       _bernoulli.resize(1,std::discrete_distribution<int32_t>{1,1});
-      _seeded=0;
+      _uid.resize(1,std::uniform_int_distribution<uint32_t>() );
     }
 
-
-
     template <class sobj,class distribution> inline void fill(sobj &l,std::vector<distribution> &dist){
 
       typedef typename sobj::scalar_type scalar_type;
@@ -185,7 +217,7 @@ namespace Grid {
       for(int idx=0;idx<words;idx++){
 	fillScalar(buf[idx],dist[0],_generators[0]);
       }
-      
+
       CartesianCommunicator::BroadcastWorld(0,(void *)&l,sizeof(l));
 
     };
@@ -244,23 +276,18 @@ namespace Grid {
       CartesianCommunicator::BroadcastWorld(0,(void *)&l,sizeof(l));
     }
 
-
-    void SeedRandomDevice(void){
-      std::random_device rd;
-      Seed(rd);
-    }
     void SeedFixedIntegers(const std::vector<int> &seeds){
-      fixedSeed src(seeds);
-      Seed(src);
+      CartesianCommunicator::BroadcastWorld(0,(void *)&seeds[0],sizeof(int)*seeds.size());
+      std::seed_seq src(seeds.begin(),seeds.end());
+      Seed(src,0);
     }
-
   };
 
   class GridParallelRNG : public GridRNGbase {
   public:
-
     GridBase *_grid;
     int _vol;
+  public:
 
     int generator_idx(int os,int is){
       return is*_grid->oSites()+os;
@@ -274,55 +301,9 @@ namespace Grid {
       _uniform.resize(_vol,std::uniform_real_distribution<RealD>{0,1});
       _gaussian.resize(_vol,std::normal_distribution<RealD>(0.0,1.0) );
       _bernoulli.resize(_vol,std::discrete_distribution<int32_t>{1,1});
-      _seeded=0;
+      _uid.resize(_vol,std::uniform_int_distribution<uint32_t>() );
     }
 
-
-    // This loop could be made faster to avoid the Ahmdahl by
-    // i)  seed generators on each timeslice, for x=y=z=0;
-    // ii) seed generators on each z for x=y=0
-    // iii)seed generators on each y,z for x=0
-    // iv) seed generators on each y,z,x 
-    // made possible by physical indexing.
-    template<class source> void Seed(source &src)
-    {
-      std::vector<int> gcoor;
-
-      int gsites = _grid->_gsites;
-
-      typename source::result_type init = src();
-      RngEngine pseeder(init);
-      std::uniform_int_distribution<uint64_t> ui;
-
-      for(int gidx=0;gidx<gsites;gidx++){
-
-	int rank,o_idx,i_idx;
-	_grid->GlobalIndexToGlobalCoor(gidx,gcoor);
-	_grid->GlobalCoorToRankIndex(rank,o_idx,i_idx,gcoor);
-        
-	int l_idx=generator_idx(o_idx,i_idx);
-
-	const int num_rand_seed=16;
-	std::vector<int> site_seeds(num_rand_seed);
-	for(int i=0;i<site_seeds.size();i++){
-	  site_seeds[i]= ui(pseeder);
-	}
-
-	_grid->Broadcast(0,(void *)&site_seeds[0],sizeof(int)*site_seeds.size());
-
-	if( rank == _grid->ThisRank() ){
-	  fixedSeed ssrc(site_seeds);
-	  typename source::result_type sinit = ssrc();
-	  _generators[l_idx] = RngEngine(sinit);
-	}
-      }
-      _seeded=1;
-    }    
-
-    //FIXME implement generic IO and create state save/restore
-    //void SaveState(const std::string<char> &file);
-    //void LoadState(const std::string<char> &file);
-
     template <class vobj,class distribution> inline void fill(Lattice<vobj> &l,std::vector<distribution> &dist){
 
       typedef typename vobj::scalar_object scalar_object;
@@ -335,9 +316,7 @@ namespace Grid {
       int     osites=_grid->oSites();
       int words=sizeof(scalar_object)/sizeof(scalar_type);
 
-
-PARALLEL_FOR_LOOP
-      for(int ss=0;ss<osites;ss++){
+      parallel_for(int ss=0;ss<osites;ss++){
 
 	std::vector<scalar_object> buf(Nsimd);
 	for(int m=0;m<multiplicity;m++) {// Draw from same generator multiplicity times
@@ -359,40 +338,114 @@ PARALLEL_FOR_LOOP
       }
     };
 
-    void SeedRandomDevice(void){
-      std::random_device rd;
-      Seed(rd);
-    }
     void SeedFixedIntegers(const std::vector<int> &seeds){
-      fixedSeed src(seeds);
-      Seed(src);
+
+      // Everyone generates the same seed_seq based on input seeds
+      CartesianCommunicator::BroadcastWorld(0,(void *)&seeds[0],sizeof(int)*seeds.size());
+
+      std::seed_seq source(seeds.begin(),seeds.end());
+
+      RngEngine master_engine(source);
+
+#ifdef RNG_FAST_DISCARD
+      ////////////////////////////////////////////////
+      // Skip ahead through a single stream.
+      // Applicable to SITMO and other has based/crypto RNGs
+      // Should be applicable to Mersenne Twister, but the C++11
+      // MT implementation does not implement fast discard even though
+      // in principle this is possible
+      ////////////////////////////////////////////////
+      std::vector<int> gcoor;
+      int rank,o_idx,i_idx;
+
+      // Everybody loops over global volume.
+      for(int gidx=0;gidx<_grid->_gsites;gidx++){
+
+	Skip(master_engine); // Skip to next RNG sequence
+
+	// Where is it?
+	_grid->GlobalIndexToGlobalCoor(gidx,gcoor);
+	_grid->GlobalCoorToRankIndex(rank,o_idx,i_idx,gcoor);
+
+	// If this is one of mine we take it
+	if( rank == _grid->ThisRank() ){
+	  int l_idx=generator_idx(o_idx,i_idx);
+	  _generators[l_idx] = master_engine;
+	}
+
+      }
+#else 
+      ////////////////////////////////////////////////////////////////
+      // Machine and thread decomposition dependent seeding is efficient
+      // and maximally parallel; but NOT reproducible from machine to machine. 
+      // Not ideal, but fastest way to reseed all nodes.
+      ////////////////////////////////////////////////////////////////
+      {
+	// Obtain one Reseed per processor
+	int Nproc = _grid->ProcessorCount();
+	std::vector<RngEngine> seeders(Nproc);
+	int me= _grid->ThisRank();
+	for(int p=0;p<Nproc;p++){
+	  seeders[p] = Reseed(master_engine);
+	}
+	master_engine = seeders[me];
+      }
+
+      {
+	// Obtain one reseeded generator per thread
+	int Nthread = GridThread::GetThreads();
+	std::vector<RngEngine> seeders(Nthread);
+	for(int t=0;t<Nthread;t++){
+	  seeders[t] = Reseed(master_engine);
+	}
+
+	parallel_for(int t=0;t<Nthread;t++) {
+	  // set up one per local site in threaded fashion
+	  std::vector<uint32_t> newseeds;
+	  std::uniform_int_distribution<uint32_t> uid;	
+	  for(int l=0;l<_grid->lSites();l++) {
+	    if ( (l%Nthread)==t ) {
+	      _generators[l] = Reseed(seeders[t],newseeds,uid);
+	    }
+	  }
+	}
+      }
+#endif
+    }
+    ////////////////////////////////////////////////////////////////////////
+    // Support for rigorous test of RNG's
+    // Return uniform random uint32_t from requested site generator
+    ////////////////////////////////////////////////////////////////////////
+    uint32_t GlobalU01(int gsite){
+
+      uint32_t the_number;
+
+      // who
+      std::vector<int> gcoor;
+      int rank,o_idx,i_idx;
+      _grid->GlobalIndexToGlobalCoor(gsite,gcoor);
+      _grid->GlobalCoorToRankIndex(rank,o_idx,i_idx,gcoor);
+
+      // draw
+      int l_idx=generator_idx(o_idx,i_idx);
+      if( rank == _grid->ThisRank() ){
+	the_number = _uid[l_idx](_generators[l_idx]);
+      }
+      
+      // share & return
+      _grid->Broadcast(rank,(void *)&the_number,sizeof(the_number));
+      return the_number;
     }
 
   };
 
-  template <class vobj> inline void random(GridParallelRNG &rng,Lattice<vobj> &l){
-    rng.fill(l,rng._uniform);
-  }
+  template <class vobj> inline void random(GridParallelRNG &rng,Lattice<vobj> &l)   { rng.fill(l,rng._uniform);  }
+  template <class vobj> inline void gaussian(GridParallelRNG &rng,Lattice<vobj> &l) { rng.fill(l,rng._gaussian); }
+  template <class vobj> inline void bernoulli(GridParallelRNG &rng,Lattice<vobj> &l){ rng.fill(l,rng._bernoulli);}
 
-  template <class vobj> inline void gaussian(GridParallelRNG &rng,Lattice<vobj> &l){
-    rng.fill(l,rng._gaussian);
-  }
-  
-  template <class vobj> inline void bernoulli(GridParallelRNG &rng,Lattice<vobj> &l){
-    rng.fill(l,rng._bernoulli);
-  }
-
-  template <class sobj> inline void random(GridSerialRNG &rng,sobj &l){
-    rng.fill(l,rng._uniform);
-  }
-  
-  template <class sobj> inline void gaussian(GridSerialRNG &rng,sobj &l){
-    rng.fill(l,rng._gaussian);
-  }
-  
-  template <class sobj> inline void bernoulli(GridSerialRNG &rng,sobj &l){
-    rng.fill(l,rng._bernoulli);
-  }
+  template <class sobj> inline void random(GridSerialRNG &rng,sobj &l)   { rng.fill(l,rng._uniform  ); }
+  template <class sobj> inline void gaussian(GridSerialRNG &rng,sobj &l) { rng.fill(l,rng._gaussian ); }
+  template <class sobj> inline void bernoulli(GridSerialRNG &rng,sobj &l){ rng.fill(l,rng._bernoulli); }
 
 }
 #endif

lib/lattice/Lattice_trace.h

@@ -42,8 +42,7 @@ namespace Grid {
       -> Lattice<decltype(trace(lhs._odata[0]))>
     {
       Lattice<decltype(trace(lhs._odata[0]))> ret(lhs._grid);
-PARALLEL_FOR_LOOP
-        for(int ss=0;ss<lhs._grid->oSites();ss++){
+      parallel_for(int ss=0;ss<lhs._grid->oSites();ss++){
             ret._odata[ss] = trace(lhs._odata[ss]);
         }
         return ret;
@@ -56,8 +55,7 @@ PARALLEL_FOR_LOOP
     inline auto TraceIndex(const Lattice<vobj> &lhs) -> Lattice<decltype(traceIndex<Index>(lhs._odata[0]))>
     {
       Lattice<decltype(traceIndex<Index>(lhs._odata[0]))> ret(lhs._grid);
-PARALLEL_FOR_LOOP
-      for(int ss=0;ss<lhs._grid->oSites();ss++){
+      parallel_for(int ss=0;ss<lhs._grid->oSites();ss++){
 	ret._odata[ss] = traceIndex<Index>(lhs._odata[ss]);
       }
       return ret;

lib/lattice/Lattice_transfer.h

@@ -1,4 +1,4 @@
-    /*************************************************************************************
+/*************************************************************************************
 
     Grid physics library, www.github.com/paboyle/Grid 
 
@@ -51,7 +51,7 @@ inline void subdivides(GridBase *coarse,GridBase *fine)
   template<class vobj> inline void pickCheckerboard(int cb,Lattice<vobj> &half,const Lattice<vobj> &full){
     half.checkerboard = cb;
     int ssh=0;
-    //PARALLEL_FOR_LOOP
+    //parallel_for
     for(int ss=0;ss<full._grid->oSites();ss++){
       std::vector<int> coor;
       int cbos;
@@ -68,7 +68,7 @@ inline void subdivides(GridBase *coarse,GridBase *fine)
   template<class vobj> inline void setCheckerboard(Lattice<vobj> &full,const Lattice<vobj> &half){
     int cb = half.checkerboard;
     int ssh=0;
-    //PARALLEL_FOR_LOOP
+    //parallel_for
     for(int ss=0;ss<full._grid->oSites();ss++){
       std::vector<int> coor;
       int cbos;
@@ -153,8 +153,7 @@ inline void blockZAXPY(Lattice<vobj> &fineZ,
     assert(block_r[d]*coarse->_rdimensions[d]==fine->_rdimensions[d]);
   }
 
-PARALLEL_FOR_LOOP
-  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);
@@ -186,8 +185,7 @@ template<class vobj,class CComplex>
 
   fine_inner = localInnerProduct(fineX,fineY);
   blockSum(coarse_inner,fine_inner);
-PARALLEL_FOR_LOOP
-  for(int ss=0;ss<coarse->oSites();ss++){
+  parallel_for(int ss=0;ss<coarse->oSites();ss++){
     CoarseInner._odata[ss] = coarse_inner._odata[ss];
   }
 }
@@ -333,9 +331,6 @@ void localConvert(const Lattice<vobj> &in,Lattice<vvobj> &out)
   typedef typename vobj::scalar_object sobj;
   typedef typename vvobj::scalar_object ssobj;
 
-  sobj s;
-  ssobj ss;
-
   GridBase *ig = in._grid;
   GridBase *og = out._grid;
 
@@ -347,10 +342,13 @@ void localConvert(const Lattice<vobj> &in,Lattice<vvobj> &out)
   for(int d=0;d<no;d++){
     assert(ig->_processors[d]  == og->_processors[d]);
     assert(ig->_ldimensions[d] == og->_ldimensions[d]);
+    assert(ig->lSites() == og->lSites());
   }
 
-  //PARALLEL_FOR_LOOP
-  for(int idx=0;idx<ig->lSites();idx++){
+  parallel_for(int idx=0;idx<ig->lSites();idx++){
+    sobj s;
+    ssobj ss;
+
     std::vector<int> lcoor(ni);
     ig->LocalIndexToLocalCoor(idx,lcoor);
     peekLocalSite(s,in,lcoor);
@@ -361,10 +359,9 @@ void localConvert(const Lattice<vobj> &in,Lattice<vvobj> &out)
 
 
 template<class vobj>
-void InsertSlice(Lattice<vobj> &lowDim,Lattice<vobj> & higherDim,int slice, int orthog)
+void InsertSlice(const Lattice<vobj> &lowDim,Lattice<vobj> & higherDim,int slice, int orthog)
 {
   typedef typename vobj::scalar_object sobj;
-  sobj s;
 
   GridBase *lg = lowDim._grid;
   GridBase *hg = higherDim._grid;
@@ -386,17 +383,16 @@ void InsertSlice(Lattice<vobj> &lowDim,Lattice<vobj> & higherDim,int slice, int
   }
 
   // the above should guarantee that the operations are local
-  // Guido: check the threading here
-  //PARALLEL_FOR_LOOP
-  for(int idx=0;idx<lg->lSites();idx++){
+  parallel_for(int idx=0;idx<lg->lSites();idx++){
+    sobj s;
     std::vector<int> lcoor(nl);
     std::vector<int> hcoor(nh);
     lg->LocalIndexToLocalCoor(idx,lcoor);
-    dl=0;
+    int ddl=0;
     hcoor[orthog] = slice;
     for(int d=0;d<nh;d++){
       if ( d!=orthog ) { 
-	hcoor[d]=lcoor[dl++];
+	hcoor[d]=lcoor[ddl++];
       }
     }
     peekLocalSite(s,lowDim,lcoor);
@@ -405,10 +401,9 @@ void InsertSlice(Lattice<vobj> &lowDim,Lattice<vobj> & higherDim,int slice, int
 }
 
 template<class vobj>
-void ExtractSlice(Lattice<vobj> &lowDim, Lattice<vobj> & higherDim,int slice, int orthog)
+void ExtractSlice(Lattice<vobj> &lowDim,const Lattice<vobj> & higherDim,int slice, int orthog)
 {
   typedef typename vobj::scalar_object sobj;
-  sobj s;
 
   GridBase *lg = lowDim._grid;
   GridBase *hg = higherDim._grid;
@@ -429,16 +424,16 @@ void ExtractSlice(Lattice<vobj> &lowDim, Lattice<vobj> & higherDim,int slice, in
     }
   }
   // the above should guarantee that the operations are local
-  //PARALLEL_FOR_LOOP
-  for(int idx=0;idx<lg->lSites();idx++){
+  parallel_for(int idx=0;idx<lg->lSites();idx++){
+    sobj s;
     std::vector<int> lcoor(nl);
     std::vector<int> hcoor(nh);
     lg->LocalIndexToLocalCoor(idx,lcoor);
-    dl=0;
+    int ddl=0;
     hcoor[orthog] = slice;
     for(int d=0;d<nh;d++){
       if ( d!=orthog ) { 
-	hcoor[d]=lcoor[dl++];
+	hcoor[d]=lcoor[ddl++];
       }
     }
     peekLocalSite(s,higherDim,hcoor);
@@ -449,10 +444,9 @@ void ExtractSlice(Lattice<vobj> &lowDim, Lattice<vobj> & higherDim,int slice, in
 
 
 template<class vobj>
-void InsertSliceLocal(Lattice<vobj> &lowDim, Lattice<vobj> & higherDim,int slice_lo,int slice_hi, int orthog)
+void InsertSliceLocal(const Lattice<vobj> &lowDim, Lattice<vobj> & higherDim,int slice_lo,int slice_hi, int orthog)
 {
   typedef typename vobj::scalar_object sobj;
-  sobj s;
 
   GridBase *lg = lowDim._grid;
   GridBase *hg = higherDim._grid;
@@ -469,8 +463,8 @@ void InsertSliceLocal(Lattice<vobj> &lowDim, Lattice<vobj> & higherDim,int slice
   }
 
   // the above should guarantee that the operations are local
-  //PARALLEL_FOR_LOOP
-  for(int idx=0;idx<lg->lSites();idx++){
+  parallel_for(int idx=0;idx<lg->lSites();idx++){
+    sobj s;
     std::vector<int> lcoor(nl);
     std::vector<int> hcoor(nh);
     lg->LocalIndexToLocalCoor(idx,lcoor);
@@ -488,7 +482,6 @@ template<class vobj>
 void ExtractSliceLocal(Lattice<vobj> &lowDim, Lattice<vobj> & higherDim,int slice_lo,int slice_hi, int orthog)
 {
   typedef typename vobj::scalar_object sobj;
-  sobj s;
 
   GridBase *lg = lowDim._grid;
   GridBase *hg = higherDim._grid;
@@ -505,8 +498,8 @@ void ExtractSliceLocal(Lattice<vobj> &lowDim, Lattice<vobj> & higherDim,int slic
   }
 
   // the above should guarantee that the operations are local
-  //PARALLEL_FOR_LOOP
-  for(int idx=0;idx<lg->lSites();idx++){
+  parallel_for(int idx=0;idx<lg->lSites();idx++){
+    sobj s;
     std::vector<int> lcoor(nl);
     std::vector<int> hcoor(nh);
     lg->LocalIndexToLocalCoor(idx,lcoor);
@@ -574,8 +567,7 @@ typename std::enable_if<isSIMDvectorized<vobj>::value && !isSIMDvectorized<sobj>
     in_grid->iCoorFromIindex(in_icoor[lane], lane);
   }
   
-PARALLEL_FOR_LOOP
-  for(int in_oidx = 0; in_oidx < in_grid->oSites(); in_oidx++){ //loop over outer index
+  parallel_for(int in_oidx = 0; in_oidx < in_grid->oSites(); in_oidx++){ //loop over outer index
     //Assemble vector of pointers to output elements
     std::vector<sobj*> out_ptrs(in_nsimd);
 
@@ -623,8 +615,7 @@ void precisionChange(Lattice<VobjOut> &out, const Lattice<VobjIn> &in){
   std::vector<SobjOut> in_slex_conv(in_grid->lSites());
   unvectorizeToLexOrdArray(in_slex_conv, in);
     
-  PARALLEL_FOR_LOOP
-  for(int out_oidx=0;out_oidx<out_grid->oSites();out_oidx++){
+  parallel_for(int out_oidx=0;out_oidx<out_grid->oSites();out_oidx++){
     std::vector<int> out_ocoor(ndim);
     out_grid->oCoorFromOindex(out_ocoor, out_oidx);
 
@@ -642,10 +633,6 @@ void precisionChange(Lattice<VobjOut> &out, const Lattice<VobjIn> &in){
     merge(out._odata[out_oidx], ptrs, 0);
   }
 }
-
-
-  
-
  
 }
 #endif

lib/lattice/Lattice_transpose.h

@@ -40,27 +40,24 @@ namespace Grid {
     ////////////////////////////////////////////////////////////////////////////////////////////////////
   template<class vobj>
     inline Lattice<vobj> transpose(const Lattice<vobj> &lhs){
-        Lattice<vobj> ret(lhs._grid);
-PARALLEL_FOR_LOOP
-        for(int ss=0;ss<lhs._grid->oSites();ss++){
-            ret._odata[ss] = transpose(lhs._odata[ss]);
-        }
-        return ret;
-    };
+    Lattice<vobj> ret(lhs._grid);
+    parallel_for(int ss=0;ss<lhs._grid->oSites();ss++){
+      ret._odata[ss] = transpose(lhs._odata[ss]);
+    }
+    return ret;
+  };
     
-    ////////////////////////////////////////////////////////////////////////////////////////////////////
-    // Index level dependent transpose
-    ////////////////////////////////////////////////////////////////////////////////////////////////////
-    template<int Index,class vobj>
+  ////////////////////////////////////////////////////////////////////////////////////////////////////
+  // Index level dependent transpose
+  ////////////////////////////////////////////////////////////////////////////////////////////////////
+  template<int Index,class vobj>
     inline auto TransposeIndex(const Lattice<vobj> &lhs) -> Lattice<decltype(transposeIndex<Index>(lhs._odata[0]))>
-    {
-      Lattice<decltype(transposeIndex<Index>(lhs._odata[0]))> ret(lhs._grid);
-PARALLEL_FOR_LOOP
-        for(int ss=0;ss<lhs._grid->oSites();ss++){
-            ret._odata[ss] = transposeIndex<Index>(lhs._odata[ss]);
-        }
-        return ret;
-    };
-
+  {
+    Lattice<decltype(transposeIndex<Index>(lhs._odata[0]))> ret(lhs._grid);
+    parallel_for(int ss=0;ss<lhs._grid->oSites();ss++){
+      ret._odata[ss] = transposeIndex<Index>(lhs._odata[ss]);
+    }
+    return ret;
+  };
 }
 #endif

lib/lattice/Lattice_unary.h

@@ -37,8 +37,7 @@ namespace Grid {
     Lattice<obj> ret(rhs._grid);
     ret.checkerboard = rhs.checkerboard;
     conformable(ret,rhs);
-PARALLEL_FOR_LOOP
-    for(int ss=0;ss<rhs._grid->oSites();ss++){
+    parallel_for(int ss=0;ss<rhs._grid->oSites();ss++){
       ret._odata[ss]=pow(rhs._odata[ss],y);
     }
     return ret;
@@ -47,8 +46,7 @@ PARALLEL_FOR_LOOP
     Lattice<obj> ret(rhs._grid);
     ret.checkerboard = rhs.checkerboard;
     conformable(ret,rhs);
-PARALLEL_FOR_LOOP
-    for(int ss=0;ss<rhs._grid->oSites();ss++){
+    parallel_for(int ss=0;ss<rhs._grid->oSites();ss++){
       ret._odata[ss]=mod(rhs._odata[ss],y);
     }
     return ret;
@@ -58,8 +56,7 @@ PARALLEL_FOR_LOOP
     Lattice<obj> ret(rhs._grid);
     ret.checkerboard = rhs.checkerboard;
     conformable(ret,rhs);
-PARALLEL_FOR_LOOP
-    for(int ss=0;ss<rhs._grid->oSites();ss++){
+    parallel_for(int ss=0;ss<rhs._grid->oSites();ss++){
       ret._odata[ss]=div(rhs._odata[ss],y);
     }
     return ret;
@@ -69,8 +66,7 @@ PARALLEL_FOR_LOOP
     Lattice<obj> ret(rhs._grid);
     ret.checkerboard = rhs.checkerboard;
     conformable(ret,rhs);
-PARALLEL_FOR_LOOP
-    for(int ss=0;ss<rhs._grid->oSites();ss++){
+    parallel_for(int ss=0;ss<rhs._grid->oSites();ss++){
       ret._odata[ss]=Exponentiate(rhs._odata[ss],alpha, Nexp);
     }
     return ret;

lib/lattice/Lattice_where.h

@@ -56,8 +56,7 @@ inline void whereWolf(Lattice<vobj> &ret,const Lattice<iobj> &predicate,Lattice<
   std::vector<scalar_object> truevals (Nsimd);
   std::vector<scalar_object> falsevals(Nsimd);
 
-PARALLEL_FOR_LOOP
-  for(int ss=0;ss<iftrue._grid->oSites(); ss++){
+  parallel_for(int ss=0;ss<iftrue._grid->oSites(); ss++){
 
     extract(iftrue._odata[ss]   ,truevals);
     extract(iffalse._odata[ss]  ,falsevals);

lib/log/Log.cc

@@ -29,9 +29,10 @@ See the full license in the file "LICENSE" in the top level distribution
 directory
 *************************************************************************************/
 /*  END LEGAL */
-#include <Grid/Grid.h>
+#include <Grid/GridCore.h>
 
 #include <cxxabi.h>
+#include <memory>
 
 namespace Grid {
 

lib/log/Log.h

@@ -110,8 +110,8 @@ public:
   friend std::ostream& operator<< (std::ostream& stream, Logger& log){
 
     if ( log.active ) {
-      stream << log.background()<< std::setw(10) << std::left << log.topName << log.background()<< " : ";
-      stream << log.colour() << std::setw(14) << std::left << log.name << log.background() << " : ";
+      stream << log.background()<< std::setw(8) << std::left << log.topName << log.background()<< " : ";
+      stream << log.colour() << std::setw(10) << std::left << log.name << log.background() << " : ";
       if ( log.timestamp ) {
 	StopWatch.Stop();
 	GridTime now = StopWatch.Elapsed();

lib/parallelIO/BinaryIO.h

@@ -35,37 +35,27 @@ Author: paboyle <paboyle@ph.ed.ac.uk>
 #endif
 #include <arpa/inet.h>
 #include <algorithm>
-// 64bit endian swap is a portability pain
-#ifndef __has_builtin         // Optional of course.
-#define __has_builtin(x) 0  // Compatibility with non-clang compilers.
-#endif
 
-#if HAVE_DECL_BE64TOH 
-#undef Grid_ntohll
-#define Grid_ntohll be64toh
-#endif
 
-#if HAVE_DECL_NTOHLL
-#undef  Grid_ntohll
-#define Grid_ntohll ntohll
-#endif
-
-#ifndef Grid_ntohll
+inline uint32_t byte_reverse32(uint32_t f) { 
+      f = ((f&0xFF)<<24) | ((f&0xFF00)<<8) | ((f&0xFF0000)>>8) | ((f&0xFF000000UL)>>24) ; 
+      return f;
+}
+inline uint64_t byte_reverse64(uint64_t f) { 
+  uint64_t g;
+  g = ((f&0xFF)<<24) | ((f&0xFF00)<<8) | ((f&0xFF0000)>>8) | ((f&0xFF000000UL)>>24) ; 
+  g = g << 32;
+  f = f >> 32;
+  g|= ((f&0xFF)<<24) | ((f&0xFF00)<<8) | ((f&0xFF0000)>>8) | ((f&0xFF000000UL)>>24) ; 
+  return g;
+}
 
 #if BYTE_ORDER == BIG_ENDIAN 
-
-#define Grid_ntohll(A) (A)
-
-#else 
-
-#if __has_builtin(__builtin_bswap64)
-#define Grid_ntohll(A) __builtin_bswap64(A)
+inline uint64_t Grid_ntohll(uint64_t A) { return A; }
 #else
-#error
-#endif
-
-#endif
-
+inline uint64_t Grid_ntohll(uint64_t A) { 
+  return byte_reverse64(A);
+}
 #endif
 
 namespace Grid { 
@@ -195,7 +185,7 @@ class BinaryIO {
       std::vector<int> site({x,y,z,t});
 
       if (grid->IsBoss()) {
-        fin.read((char *)&file_object, sizeof(file_object));
+        fin.read((char *)&file_object, sizeof(file_object));assert( fin.fail()==0);
         bytes += sizeof(file_object);
         if (ieee32big) be32toh_v((void *)&file_object, sizeof(file_object));
         if (ieee32) le32toh_v((void *)&file_object, sizeof(file_object));
@@ -211,11 +201,13 @@ class BinaryIO {
     std::cout<<GridLogPerformance<<"readObjectSerial: read "<< bytes <<" bytes in "<<timer.Elapsed() <<" "
        << (double)bytes/ (double)timer.useconds() <<" MB/s "  <<std::endl;
 
+    grid->Broadcast(0,(void *)&csum,sizeof(csum));
     return csum;
   }
 
   template<class vobj,class fobj,class munger> 
-  static inline uint32_t writeObjectSerial(Lattice<vobj> &Umu,std::string file,munger munge,int offset,const std::string & format)
+  static inline uint32_t writeObjectSerial(Lattice<vobj> &Umu,std::string file,munger munge,int offset,
+					   const std::string & format)
   {
     typedef typename vobj::scalar_object sobj;
 
@@ -231,7 +223,7 @@ class BinaryIO {
     //////////////////////////////////////////////////
     std::cout<< GridLogMessage<< "Serial write I/O "<< file<<std::endl;
     GridStopWatch timer; timer.Start();
-
+    
     std::ofstream fout;
     if ( grid->IsBoss() ) {
       fout.open(file,std::ios::binary|std::ios::out|std::ios::in);
@@ -255,23 +247,24 @@ class BinaryIO {
       
       if ( grid->IsBoss() ) {
   
-  if(ieee32big) htobe32_v((void *)&file_object,sizeof(file_object));
-  if(ieee32)    htole32_v((void *)&file_object,sizeof(file_object));
-  if(ieee64big) htobe64_v((void *)&file_object,sizeof(file_object));
-  if(ieee64)    htole64_v((void *)&file_object,sizeof(file_object));
+	if(ieee32big) htobe32_v((void *)&file_object,sizeof(file_object));
+	if(ieee32)    htole32_v((void *)&file_object,sizeof(file_object));
+	if(ieee64big) htobe64_v((void *)&file_object,sizeof(file_object));
+	if(ieee64)    htole64_v((void *)&file_object,sizeof(file_object));
 
-  // NB could gather an xstrip as an optimisation.
-  fout.write((char *)&file_object,sizeof(file_object));
-  bytes+=sizeof(file_object);
+	// NB could gather an xstrip as an optimisation.
+	fout.write((char *)&file_object,sizeof(file_object));assert( fout.fail()==0);
+	bytes+=sizeof(file_object);
       }
     }}}}
     timer.Stop();
     std::cout<<GridLogPerformance<<"writeObjectSerial: wrote "<< bytes <<" bytes in "<<timer.Elapsed() <<" "
-       << (double)bytes/timer.useconds() <<" MB/s "  <<std::endl;
-
+	     << (double)bytes/timer.useconds() <<" MB/s "  <<std::endl;
+    
+    grid->Broadcast(0,(void *)&csum,sizeof(csum));
     return csum;
   }
-
+  
   static inline uint32_t writeRNGSerial(GridSerialRNG &serial,GridParallelRNG &parallel,std::string file,int offset)
   {
     typedef typename GridSerialRNG::RngStateType RngStateType;
@@ -305,23 +298,23 @@ class BinaryIO {
       int l_idx=parallel.generator_idx(o_idx,i_idx);
 
       if( rank == grid->ThisRank() ){
-  //  std::cout << "rank" << rank<<" Getting state for index "<<l_idx<<std::endl;
-  parallel.GetState(saved,l_idx);
+	//  std::cout << "rank" << rank<<" Getting state for index "<<l_idx<<std::endl;
+	parallel.GetState(saved,l_idx);
       }
 
       grid->Broadcast(rank,(void *)&saved[0],bytes);
 
       if ( grid->IsBoss() ) {
-  Uint32Checksum((uint32_t *)&saved[0],bytes,csum);
-  fout.write((char *)&saved[0],bytes);
+	Uint32Checksum((uint32_t *)&saved[0],bytes,csum);
+	fout.write((char *)&saved[0],bytes);assert( fout.fail()==0);
       }
-
+      
     }
 
     if ( grid->IsBoss() ) {
       serial.GetState(saved,0);
       Uint32Checksum((uint32_t *)&saved[0],bytes,csum);
-      fout.write((char *)&saved[0],bytes);
+      fout.write((char *)&saved[0],bytes);assert( fout.fail()==0);
     }
     grid->Broadcast(0,(void *)&csum,sizeof(csum));
     return csum;
@@ -355,20 +348,20 @@ class BinaryIO {
       int l_idx=parallel.generator_idx(o_idx,i_idx);
 
       if ( grid->IsBoss() ) {
-  fin.read((char *)&saved[0],bytes);
-  Uint32Checksum((uint32_t *)&saved[0],bytes,csum);
+	fin.read((char *)&saved[0],bytes);assert( fin.fail()==0);
+	Uint32Checksum((uint32_t *)&saved[0],bytes,csum);
       }
 
       grid->Broadcast(0,(void *)&saved[0],bytes);
 
       if( rank == grid->ThisRank() ){
-  parallel.SetState(saved,l_idx);
+	parallel.SetState(saved,l_idx);
       }
 
     }
 
     if ( grid->IsBoss() ) {
-      fin.read((char *)&saved[0],bytes);
+      fin.read((char *)&saved[0],bytes);assert( fin.fail()==0);
       serial.SetState(saved,0);
       Uint32Checksum((uint32_t *)&saved[0],bytes,csum);
     }
@@ -380,7 +373,8 @@ class BinaryIO {
 
 
   template<class vobj,class fobj,class munger>
-  static inline uint32_t readObjectParallel(Lattice<vobj> &Umu,std::string file,munger munge,int offset,const std::string &format)
+  static inline uint32_t readObjectParallel(Lattice<vobj> &Umu,std::string file,munger munge,int offset,
+					    const std::string &format)
   {
     typedef typename vobj::scalar_object sobj;
 
@@ -415,15 +409,15 @@ class BinaryIO {
 
       if ( d == 0 ) parallel[d] = 0;
       if (parallel[d]) {
-  range[d] = grid->_ldimensions[d];
-  start[d] = grid->_processor_coor[d]*range[d];
-  ioproc[d]= grid->_processor_coor[d];
+	range[d] = grid->_ldimensions[d];
+	start[d] = grid->_processor_coor[d]*range[d];
+	ioproc[d]= grid->_processor_coor[d];
       } else {
-  range[d] = grid->_gdimensions[d];
-  start[d] = 0;
-  ioproc[d]= 0;
-
-  if ( grid->_processor_coor[d] != 0 ) IOnode = 0;
+	range[d] = grid->_gdimensions[d];
+	start[d] = 0;
+	ioproc[d]= 0;
+	
+	if ( grid->_processor_coor[d] != 0 ) IOnode = 0;
       }
       slice_vol = slice_vol * range[d];
     }
@@ -434,9 +428,9 @@ class BinaryIO {
       std::cout<< std::dec ;
       std::cout<< GridLogMessage<< "Parallel read I/O to "<< file << " with " <<tmp<< " IOnodes for subslice ";
       for(int d=0;d<grid->_ndimension;d++){
-  std::cout<< range[d];
-  if( d< grid->_ndimension-1 ) 
-    std::cout<< " x ";
+	std::cout<< range[d];
+	if( d< grid->_ndimension-1 ) 
+	  std::cout<< " x ";
       }
       std::cout << std::endl;
     }
@@ -472,8 +466,8 @@ class BinaryIO {
       Lexicographic::CoorFromIndex(tsite,tlex,range);
 
       for(int d=0;d<nd;d++){
-  lsite[d] = tsite[d]%grid->_ldimensions[d];  // local site
-  gsite[d] = tsite[d]+start[d];               // global site
+	lsite[d] = tsite[d]%grid->_ldimensions[d];  // local site
+	gsite[d] = tsite[d]+start[d];               // global site
       }
 
       /////////////////////////
@@ -488,28 +482,28 @@ class BinaryIO {
       ////////////////////////////////
       if (myrank == iorank) {
   
-  fin.seekg(offset+g_idx*sizeof(fileObj));
-  fin.read((char *)&fileObj,sizeof(fileObj));
-  bytes+=sizeof(fileObj);
+	fin.seekg(offset+g_idx*sizeof(fileObj));
+	fin.read((char *)&fileObj,sizeof(fileObj));assert( fin.fail()==0);
+	bytes+=sizeof(fileObj);
   
-  if(ieee32big) be32toh_v((void *)&fileObj,sizeof(fileObj));
-  if(ieee32)    le32toh_v((void *)&fileObj,sizeof(fileObj));
-  if(ieee64big) be64toh_v((void *)&fileObj,sizeof(fileObj));
-  if(ieee64)    le64toh_v((void *)&fileObj,sizeof(fileObj));
-  
-  munge(fileObj,siteObj,csum);
-
+	if(ieee32big) be32toh_v((void *)&fileObj,sizeof(fileObj));
+	if(ieee32)    le32toh_v((void *)&fileObj,sizeof(fileObj));
+	if(ieee64big) be64toh_v((void *)&fileObj,sizeof(fileObj));
+	if(ieee64)    le64toh_v((void *)&fileObj,sizeof(fileObj));
+	
+	munge(fileObj,siteObj,csum);
+	
       } 
-
+      
       // Possibly do transport through pt2pt 
       if ( rank != iorank ) { 
-  if ( (myrank == rank) || (myrank==iorank) ) {
-    grid->SendRecvPacket((void *)&siteObj,(void *)&siteObj,iorank,rank,sizeof(siteObj));
-  }
+	if ( (myrank == rank) || (myrank==iorank) ) {
+	  grid->SendRecvPacket((void *)&siteObj,(void *)&siteObj,iorank,rank,sizeof(siteObj));
+	}
       }
       // Poke at destination
       if ( myrank == rank ) {
-    pokeLocalSite(siteObj,Umu,lsite);
+	pokeLocalSite(siteObj,Umu,lsite);
       }
       grid->Barrier(); // necessary?
     }
@@ -520,7 +514,7 @@ class BinaryIO {
 
     timer.Stop();
     std::cout<<GridLogPerformance<<"readObjectParallel: read "<< bytes <<" bytes in "<<timer.Elapsed() <<" "
-       << (double)bytes/timer.useconds() <<" MB/s "  <<std::endl;
+	     << (double)bytes/timer.useconds() <<" MB/s "  <<std::endl;
     
     return csum;
   }
@@ -529,7 +523,8 @@ class BinaryIO {
   // Parallel writer
   //////////////////////////////////////////////////////////
   template<class vobj,class fobj,class munger>
-  static inline uint32_t writeObjectParallel(Lattice<vobj> &Umu,std::string file,munger munge,int offset,const std::string & format)
+  static inline uint32_t writeObjectParallel(Lattice<vobj> &Umu,std::string file,munger munge,int offset,
+					     const std::string & format)
   {
     typedef typename vobj::scalar_object sobj;
     GridBase *grid = Umu._grid;
@@ -558,15 +553,15 @@ class BinaryIO {
       if ( d!= grid->_ndimension-1 ) parallel[d] = 0;
 
       if (parallel[d]) {
-  range[d] = grid->_ldimensions[d];
-  start[d] = grid->_processor_coor[d]*range[d];
-  ioproc[d]= grid->_processor_coor[d];
+	range[d] = grid->_ldimensions[d];
+	start[d] = grid->_processor_coor[d]*range[d];
+	ioproc[d]= grid->_processor_coor[d];
       } else {
-  range[d] = grid->_gdimensions[d];
-  start[d] = 0;
-  ioproc[d]= 0;
+	range[d] = grid->_gdimensions[d];
+	start[d] = 0;
+	ioproc[d]= 0;
 
-  if ( grid->_processor_coor[d] != 0 ) IOnode = 0;
+	if ( grid->_processor_coor[d] != 0 ) IOnode = 0;
       }
 
       slice_vol = slice_vol * range[d];
@@ -577,13 +572,13 @@ class BinaryIO {
       grid->GlobalSum(tmp);
       std::cout<< GridLogMessage<< "Parallel write I/O from "<< file << " with " <<tmp<< " IOnodes for subslice ";
       for(int d=0;d<grid->_ndimension;d++){
-  std::cout<< range[d];
-  if( d< grid->_ndimension-1 ) 
-    std::cout<< " x ";
+	std::cout<< range[d];
+	if( d< grid->_ndimension-1 ) 
+	  std::cout<< " x ";
       }
       std::cout << std::endl;
     }
-
+    
     GridStopWatch timer; timer.Start();
     uint64_t bytes=0;
 
@@ -619,8 +614,8 @@ class BinaryIO {
       Lexicographic::CoorFromIndex(tsite,tlex,range);
 
       for(int d=0;d<nd;d++){
-  lsite[d] = tsite[d]%grid->_ldimensions[d];  // local site
-  gsite[d] = tsite[d]+start[d];               // global site
+	lsite[d] = tsite[d]%grid->_ldimensions[d];  // local site
+	gsite[d] = tsite[d]+start[d];               // global site
       }
 
 
@@ -640,36 +635,36 @@ class BinaryIO {
 
       // Pair of nodes may need to do pt2pt send
       if ( rank != iorank ) { // comms is necessary
-  if ( (myrank == rank) || (myrank==iorank) ) { // and we have to do it
-    // Send to IOrank 
-    grid->SendRecvPacket((void *)&siteObj,(void *)&siteObj,rank,iorank,sizeof(siteObj));
-  }
+	if ( (myrank == rank) || (myrank==iorank) ) { // and we have to do it
+	  // Send to IOrank 
+	  grid->SendRecvPacket((void *)&siteObj,(void *)&siteObj,rank,iorank,sizeof(siteObj));
+	}
       }
 
       grid->Barrier(); // necessary?
 
       if (myrank == iorank) {
   
-  munge(siteObj,fileObj,csum);
-
-  if(ieee32big) htobe32_v((void *)&fileObj,sizeof(fileObj));
-  if(ieee32)    htole32_v((void *)&fileObj,sizeof(fileObj));
-  if(ieee64big) htobe64_v((void *)&fileObj,sizeof(fileObj));
-  if(ieee64)    htole64_v((void *)&fileObj,sizeof(fileObj));
-  
-  fout.seekp(offset+g_idx*sizeof(fileObj));
-  fout.write((char *)&fileObj,sizeof(fileObj));
-  bytes+=sizeof(fileObj);
+	munge(siteObj,fileObj,csum);
+	
+	if(ieee32big) htobe32_v((void *)&fileObj,sizeof(fileObj));
+	if(ieee32)    htole32_v((void *)&fileObj,sizeof(fileObj));
+	if(ieee64big) htobe64_v((void *)&fileObj,sizeof(fileObj));
+	if(ieee64)    htole64_v((void *)&fileObj,sizeof(fileObj));
+	
+	fout.seekp(offset+g_idx*sizeof(fileObj));
+	fout.write((char *)&fileObj,sizeof(fileObj));assert( fout.fail()==0);
+	bytes+=sizeof(fileObj);
       }
     }
-
+    
     grid->GlobalSum(csum);
     grid->GlobalSum(bytes);
-
+    
     timer.Stop();
     std::cout<<GridLogPerformance<<"writeObjectParallel: wrote "<< bytes <<" bytes in "<<timer.Elapsed() <<" "
-       << (double)bytes/timer.useconds() <<" MB/s "  <<std::endl;
-
+	     << (double)bytes/timer.useconds() <<" MB/s "  <<std::endl;
+    
     return csum;
   }
 

lib/parallelIO/NerscIO.h

@@ -242,7 +242,6 @@ class NerscIO : public BinaryIO {
   static inline unsigned int writeHeader(NerscField &field,std::string file)
   {
     std::ofstream fout(file,std::ios::out|std::ios::in);
-  
     fout.seekp(0,std::ios::beg);
     dump_nersc_header(field, fout);
     field.data_start = fout.tellp();
@@ -264,10 +263,13 @@ static inline int readHeader(std::string file,GridBase *grid,  NerscField &field
   getline(fin,line); // read one line and insist is 
 
   removeWhitespace(line);
+  std::cout << GridLogMessage << "* " << line << std::endl;
+
   assert(line==std::string("BEGIN_HEADER"));
 
   do {
     getline(fin,line); // read one line
+    std::cout << GridLogMessage << "* "<<line<< std::endl;
     int eq = line.find("=");
     if(eq >0) {
       std::string key=line.substr(0,eq);
@@ -322,6 +324,8 @@ static inline int readHeader(std::string file,GridBase *grid,  NerscField &field
 /////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
 // Now the meat: the object readers
 /////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
+#define PARALLEL_READ
+#define PARALLEL_WRITE
 
 template<class vsimd>
 static inline void readConfiguration(Lattice<iLorentzColourMatrix<vsimd> > &Umu,NerscField& header,std::string file)
@@ -345,25 +349,41 @@ static inline void readConfiguration(Lattice<iLorentzColourMatrix<vsimd> > &Umu,
   // munger is a function of <floating point, Real, data_type>
   if ( header.data_type == std::string("4D_SU3_GAUGE") ) {
     if ( ieee32 || ieee32big ) {
-      //      csum=BinaryIO::readObjectSerial<iLorentzColourMatrix<vsimd>, LorentzColour2x3F> 
-	csum=BinaryIO::readObjectParallel<iLorentzColourMatrix<vsimd>, LorentzColour2x3F> 
+#ifdef PARALLEL_READ
+      csum=BinaryIO::readObjectParallel<iLorentzColourMatrix<vsimd>, LorentzColour2x3F> 
 	(Umu,file,Nersc3x2munger<LorentzColour2x3F,LorentzColourMatrix>(), offset,format);
+#else
+      csum=BinaryIO::readObjectSerial<iLorentzColourMatrix<vsimd>, LorentzColour2x3F> 
+	(Umu,file,Nersc3x2munger<LorentzColour2x3F,LorentzColourMatrix>(), offset,format);
+#endif
     }
     if ( ieee64 || ieee64big ) {
-      //csum=BinaryIO::readObjectSerial<iLorentzColourMatrix<vsimd>, LorentzColour2x3D> 
+#ifdef PARALLEL_READ
       csum=BinaryIO::readObjectParallel<iLorentzColourMatrix<vsimd>, LorentzColour2x3D> 
       	(Umu,file,Nersc3x2munger<LorentzColour2x3D,LorentzColourMatrix>(),offset,format);
+#else 
+      csum=BinaryIO::readObjectSerial<iLorentzColourMatrix<vsimd>, LorentzColour2x3D> 
+      	(Umu,file,Nersc3x2munger<LorentzColour2x3D,LorentzColourMatrix>(),offset,format);
+#endif
     }
   } else if ( header.data_type == std::string("4D_SU3_GAUGE_3x3") ) {
     if ( ieee32 || ieee32big ) {
-      //csum=BinaryIO::readObjectSerial<iLorentzColourMatrix<vsimd>,LorentzColourMatrixF>
+#ifdef PARALLEL_READ
       csum=BinaryIO::readObjectParallel<iLorentzColourMatrix<vsimd>,LorentzColourMatrixF>
 	(Umu,file,NerscSimpleMunger<LorentzColourMatrixF,LorentzColourMatrix>(),offset,format);
+#else
+      csum=BinaryIO::readObjectSerial<iLorentzColourMatrix<vsimd>,LorentzColourMatrixF>
+	(Umu,file,NerscSimpleMunger<LorentzColourMatrixF,LorentzColourMatrix>(),offset,format);
+#endif
     }
     if ( ieee64 || ieee64big ) {
-      //      csum=BinaryIO::readObjectSerial<iLorentzColourMatrix<vsimd>,LorentzColourMatrixD>
+#ifdef PARALLEL_READ
       csum=BinaryIO::readObjectParallel<iLorentzColourMatrix<vsimd>,LorentzColourMatrixD>
 	(Umu,file,NerscSimpleMunger<LorentzColourMatrixD,LorentzColourMatrix>(),offset,format);
+#else
+      csum=BinaryIO::readObjectSerial<iLorentzColourMatrix<vsimd>,LorentzColourMatrixD>
+	(Umu,file,NerscSimpleMunger<LorentzColourMatrixD,LorentzColourMatrix>(),offset,format);
+#endif
     }
   } else {
     assert(0);
@@ -371,12 +391,17 @@ static inline void readConfiguration(Lattice<iLorentzColourMatrix<vsimd> > &Umu,
 
   NerscStatistics<GaugeField>(Umu,clone);
 
+  std::cout<<GridLogMessage <<"NERSC Configuration "<<file<<" checksum "<<std::hex<<            csum<< std::dec
+	                                                  <<" header   "<<std::hex<<header.checksum<<std::dec <<std::endl;
+  std::cout<<GridLogMessage <<"NERSC Configuration "<<file<<" plaquette "<<clone.plaquette
+	                                                  <<" header    "<<header.plaquette<<std::endl;
+  std::cout<<GridLogMessage <<"NERSC Configuration "<<file<<" link_trace "<<clone.link_trace
+	                                                  <<" header    "<<header.link_trace<<std::endl;
   assert(fabs(clone.plaquette -header.plaquette ) < 1.0e-5 );
   assert(fabs(clone.link_trace-header.link_trace) < 1.0e-6 );
-
   assert(csum == header.checksum );
 
-  std::cout<<GridLogMessage <<"Read NERSC Configuration "<<file<< " and plaquette, link trace, and checksum agree"<<std::endl;
+  std::cout<<GridLogMessage <<"NERSC Configuration "<<file<< " and plaquette, link trace, and checksum agree"<<std::endl;
 }
 
 template<class vsimd>
@@ -416,19 +441,11 @@ static inline void writeConfiguration(Lattice<iLorentzColourMatrix<vsimd> > &Umu
     Nersc3x2unmunger<fobj2D,sobj> munge;
     BinaryIO::Uint32Checksum<vobj,fobj2D>(Umu, munge,header.checksum);
     offset = writeHeader(header,file);
+#ifdef PARALLEL_WRITE
+    csum=BinaryIO::writeObjectParallel<vobj,fobj2D>(Umu,file,munge,offset,header.floating_point);
+#else
     csum=BinaryIO::writeObjectSerial<vobj,fobj2D>(Umu,file,munge,offset,header.floating_point);
-
-    std::string file1 = file+"para";
-    int offset1 = writeHeader(header,file1);
-    int csum1=BinaryIO::writeObjectParallel<vobj,fobj2D>(Umu,file1,munge,offset,header.floating_point);
-    //int csum1=BinaryIO::writeObjectSerial<vobj,fobj2D>(Umu,file1,munge,offset,header.floating_point);
-
-    
-    std::cout << GridLogMessage << " TESTING PARALLEL WRITE offsets " << offset1 << " "<< offset << std::endl;
-    std::cout << GridLogMessage << " TESTING PARALLEL WRITE csums   " << csum1 << " "<<std::hex<< csum << std::dec<< std::endl;
-
-    assert(offset1==offset);  
-    assert(csum1==csum);  
+#endif
 
   } else { 
     header.floating_point = std::string("IEEE64BIG");
@@ -436,8 +453,11 @@ static inline void writeConfiguration(Lattice<iLorentzColourMatrix<vsimd> > &Umu
     NerscSimpleUnmunger<fobj3D,sobj> munge;
     BinaryIO::Uint32Checksum<vobj,fobj3D>(Umu, munge,header.checksum);
     offset = writeHeader(header,file);
-    //    csum=BinaryIO::writeObjectSerial<vobj,fobj3D>(Umu,file,munge,offset,header.floating_point);
+#ifdef PARALLEL_WRITE
     csum=BinaryIO::writeObjectParallel<vobj,fobj3D>(Umu,file,munge,offset,header.floating_point);
+#else
+    csum=BinaryIO::writeObjectSerial<vobj,fobj3D>(Umu,file,munge,offset,header.floating_point);
+#endif
   }
 
   std::cout<<GridLogMessage <<"Written NERSC Configuration "<<file<< " checksum "<<std::hex<<csum<< std::dec<<" plaq "<< header.plaquette <<std::endl;
@@ -471,10 +491,15 @@ static inline void writeRNGState(GridSerialRNG &serial,GridParallelRNG &parallel
 #ifdef RNG_RANLUX
     header.floating_point = std::string("UINT64");
     header.data_type      = std::string("RANLUX48");
-#else
+#endif
+#ifdef RNG_MT19937
     header.floating_point = std::string("UINT32");
     header.data_type      = std::string("MT19937");
 #endif
+#ifdef RNG_SITMO
+    header.floating_point = std::string("UINT64");
+    header.data_type      = std::string("SITMO");
+#endif
 
   truncate(file);
   offset = writeHeader(header,file);
@@ -502,17 +527,20 @@ static inline void readRNGState(GridSerialRNG &serial,GridParallelRNG & parallel
 #ifdef RNG_RANLUX
   assert(format == std::string("UINT64"));
   assert(data_type == std::string("RANLUX48"));
-#else
+#endif
+#ifdef RNG_MT19937
   assert(format == std::string("UINT32"));
   assert(data_type == std::string("MT19937"));
 #endif
+#ifdef RNG_SITMO
+  assert(format == std::string("UINT64"));
+  assert(data_type == std::string("SITMO"));
+#endif
 
   // depending on datatype, set up munger;
   // munger is a function of <floating point, Real, data_type>
   uint32_t csum=BinaryIO::readRNGSerial(serial,parallel,file,offset);
 
-  std::cerr<<" Csum "<< csum << " "<< header.checksum <<std::endl;
-
   assert(csum == header.checksum );
 
   std::cout<<GridLogMessage <<"Read NERSC RNG file "<<file<< " format "<< data_type <<std::endl;

lib/perfmon/PerfCount.cc

@@ -26,8 +26,8 @@ Author: paboyle <paboyle@ph.ed.ac.uk>
     *************************************************************************************/
     /*  END LEGAL */
 
-#include <Grid/Grid.h>
-#include <Grid/PerfCount.h>
+#include <Grid/GridCore.h>
+#include <Grid/perfmon/PerfCount.h>
 
 namespace Grid {
 

lib/perfmon/PerfCount.h

@@ -172,7 +172,7 @@ public:
     const char * name = PerformanceCounterConfigs[PCT].name;
     fd = perf_event_open(&pe, 0, -1, -1, 0); // pid 0, cpu -1 current process any cpu. group -1
     if (fd == -1) {
-      fprintf(stderr, "Error opening leader %llx for event %s\n", pe.config,name);
+      fprintf(stderr, "Error opening leader %llx for event %s\n",(long long) pe.config,name);
       perror("Error is");
     }
     int norm = PerformanceCounterConfigs[PCT].normalisation;
@@ -181,7 +181,7 @@ public:
     name = PerformanceCounterConfigs[norm].name;
     cyclefd = perf_event_open(&pe, 0, -1, -1, 0); // pid 0, cpu -1 current process any cpu. group -1
     if (cyclefd == -1) {
-      fprintf(stderr, "Error opening leader %llx for event %s\n", pe.config,name);
+      fprintf(stderr, "Error opening leader %llx for event %s\n",(long long) pe.config,name);
       perror("Error is");
     }
 #endif

lib/perfmon/Stat.cc

@@ -1,11 +1,9 @@
-#include <Grid/Grid.h>
-#include <Grid/PerfCount.h>
-#include <Grid/Stat.h>
-
+#include <Grid/GridCore.h>
+#include <Grid/perfmon/PerfCount.h>
+#include <Grid/perfmon/Stat.h>
 
 namespace Grid { 
 
-
 bool PmuStat::pmu_initialized=false;
 
 

lib/qcd/QCD.h

@@ -29,8 +29,8 @@ Author: paboyle <paboyle@ph.ed.ac.uk>
     See the full license in the file "LICENSE" in the top level distribution directory
     *************************************************************************************/
     /*  END LEGAL */
-#ifndef GRID_QCD_H
-#define GRID_QCD_H
+#ifndef GRID_QCD_BASE_H
+#define GRID_QCD_BASE_H
 namespace Grid{
 
 namespace QCD {
@@ -62,7 +62,6 @@ namespace QCD {
     #define SpinIndex    1
     #define LorentzIndex 0
 
-  
     // Also should make these a named enum type
     static const int DaggerNo=0;
     static const int DaggerYes=1;
@@ -494,26 +493,5 @@ namespace QCD {
 } // Grid
 
 
-#include <Grid/qcd/utils/SpaceTimeGrid.h>
-#include <Grid/qcd/spin/Dirac.h>
-#include <Grid/qcd/spin/TwoSpinor.h>
-#include <Grid/qcd/utils/LinalgUtils.h>
-#include <Grid/qcd/utils/CovariantCshift.h>
-
-// Include representations 	
-#include <Grid/qcd/utils/SUn.h>
-#include <Grid/qcd/utils/SUnAdjoint.h>
-#include <Grid/qcd/utils/SUnTwoIndex.h>
-#include <Grid/qcd/representations/hmc_types.h>
-
-#include <Grid/qcd/action/Actions.h>
-
-#include <Grid/qcd/smearing/Smearing.h>
-
-#include <Grid/qcd/hmc/integrators/Integrator.h>
-#include <Grid/qcd/hmc/integrators/Integrator_algorithm.h>
-#include <Grid/qcd/hmc/HMC.h>
-
-
 
 #endif

lib/qcd/action/Action.h

@@ -2,11 +2,16 @@
 
     Grid physics library, www.github.com/paboyle/Grid 
 
-    Source file: ./lib/algorithms/iterative/MatrixUtils.h
+    Source file: ./lib/qcd/action/Actions.h
 
     Copyright (C) 2015
 
+Author: Azusa Yamaguchi <ayamaguc@staffmail.ed.ac.uk>
+Author: Peter Boyle <pabobyle@ph.ed.ac.uk>
 Author: Peter Boyle <paboyle@ph.ed.ac.uk>
+Author: Peter Boyle <peterboyle@Peters-MacBook-Pro-2.local>
+Author: neo <cossu@post.kek.jp>
+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
@@ -25,51 +30,21 @@ Author: Peter Boyle <paboyle@ph.ed.ac.uk>
     See the full license in the file "LICENSE" in the top level distribution directory
     *************************************************************************************/
     /*  END LEGAL */
-#ifndef GRID_MATRIX_UTILS_H
-#define GRID_MATRIX_UTILS_H
+#ifndef GRID_QCD_ACTION_H
+#define GRID_QCD_ACTION_H
 
-namespace Grid {
+////////////////////////////////////////////
+// Abstract base interface
+////////////////////////////////////////////
+#include <Grid/qcd/action/ActionCore.h>
+////////////////////////////////////////////////////////////////////////
+// Fermion actions; prevent coupling fermion.cc files to other headers
+////////////////////////////////////////////////////////////////////////
+#include <Grid/qcd/action/fermion/FermionCore.h>
+#include <Grid/qcd/action/fermion/Fermion.h>
+////////////////////////////////////////
+// Pseudo fermion combinations for HMC
+////////////////////////////////////////
+#include <Grid/qcd/action/pseudofermion/PseudoFermion.h>
 
-  namespace MatrixUtils { 
-
-    template<class T> inline void Size(Matrix<T>& A,int &N,int &M){
-      N=A.size(); assert(N>0);
-      M=A[0].size();
-      for(int i=0;i<N;i++){
-	assert(A[i].size()==M);
-      }
-    }
-
-    template<class T> inline void SizeSquare(Matrix<T>& A,int &N)
-    {
-      int M;
-      Size(A,N,M);
-      assert(N==M);
-    }
-
-    template<class T> inline void Fill(Matrix<T>& A,T & val)
-    { 
-      int N,M;
-      Size(A,N,M);
-      for(int i=0;i<N;i++){
-      for(int j=0;j<M;j++){
-	A[i][j]=val;
-      }}
-    }
-    template<class T> inline void Diagonal(Matrix<T>& A,T & val)
-    { 
-      int N;
-      SizeSquare(A,N);
-      for(int i=0;i<N;i++){
-	A[i][i]=val;
-      }
-    }
-    template<class T> inline void Identity(Matrix<T>& A)
-    {
-      Fill(A,0.0);
-      Diagonal(A,1.0);
-    }
-
-  };
-}
 #endif

lib/qcd/action/ActionBase.h

@@ -150,4 +150,5 @@ using ActionSet = std::vector<ActionLevel<GaugeField, R> >;
 
 }
 }
+
 #endif

lib/qcd/action/ActionCore.h

@@ -0,0 +1,45 @@
+/*************************************************************************************
+
+Grid physics library, www.github.com/paboyle/Grid
+
+Source file: ./lib/qcd/action/ActionCore.h
+
+Copyright (C) 2015
+
+Author: Peter Boyle <paboyle@ph.ed.ac.uk>
+Author: neo <cossu@post.kek.jp>
+
+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 QCD_ACTION_CORE
+#define QCD_ACTION_CORE
+
+#include <Grid/qcd/action/ActionBase.h>
+#include <Grid/qcd/action/ActionParams.h>
+
+////////////////////////////////////////////
+// Gauge Actions
+////////////////////////////////////////////
+#include <Grid/qcd/action/gauge/Gauge.h>
+////////////////////////////////////////////
+// Fermion prereqs
+////////////////////////////////////////////
+#include <Grid/qcd/action/fermion/FermionCore.h>
+
+#endif

lib/qcd/action/ActionParams.h

@@ -45,6 +45,10 @@ namespace QCD {
       WilsonImplParams() : overlapCommsCompute(false) {};
     };
 
+    struct StaggeredImplParams {
+      StaggeredImplParams()  {};
+    };
+
     struct OneFlavourRationalParams { 
       RealD  lo;
       RealD  hi;

lib/qcd/action/fermion/CayleyFermion5D.cc

@@ -30,8 +30,8 @@ Author: paboyle <paboyle@ph.ed.ac.uk>
     /*  END LEGAL */
 
 #include <Grid/Eigen/Dense>
-#include <Grid/Grid.h>
-
+#include <Grid/qcd/action/fermion/FermionCore.h>
+#include <Grid/qcd/action/fermion/CayleyFermion5D.h>
 
 namespace Grid {
 namespace QCD {
@@ -64,6 +64,18 @@ void CayleyFermion5D<Impl>::Dminus(const FermionField &psi, FermionField &chi)
     axpby_ssp(chi,Coeff_t(1.0),psi,-cs[s],tmp_f,s,s);// chi = (1-c[s] D_W) psi
   }
 }
+template<class Impl>  
+void CayleyFermion5D<Impl>::DminusDag(const FermionField &psi, FermionField &chi)
+{
+  int Ls=this->Ls;
+
+  FermionField tmp_f(this->FermionGrid());
+  this->DW(psi,tmp_f,DaggerYes);
+
+  for(int s=0;s<Ls;s++){
+    axpby_ssp(chi,Coeff_t(1.0),psi,-cs[s],tmp_f,s,s);// chi = (1-c[s] D_W) psi
+  }
+}
 
 
 template<class Impl> void CayleyFermion5D<Impl>::CayleyReport(void)
@@ -108,18 +120,6 @@ template<class Impl> void CayleyFermion5D<Impl>::CayleyZeroCounters(void)
 }
 
 
-template<class Impl>  
-void CayleyFermion5D<Impl>::DminusDag(const FermionField &psi, FermionField &chi)
-{
-  int Ls=this->Ls;
-
-  FermionField tmp_f(this->FermionGrid());
-  this->DW(psi,tmp_f,DaggerYes);
-
-  for(int s=0;s<Ls;s++){
-    axpby_ssp(chi,Coeff_t(1.0),psi,-cs[s],tmp_f,s,s);// chi = (1-c[s] D_W) psi
-  }
-}
 template<class Impl>  
 void CayleyFermion5D<Impl>::M5D   (const FermionField &psi, FermionField &chi)
 {
@@ -170,7 +170,6 @@ void CayleyFermion5D<Impl>::Mooee       (const FermionField &psi, FermionField &
   lower[0]   =-mass*lower[0];
   M5D(psi,psi,chi,lower,diag,upper);
 }
-
 template<class Impl>
 void CayleyFermion5D<Impl>::MooeeDag    (const FermionField &psi, FermionField &chi)
 {
@@ -192,7 +191,12 @@ void CayleyFermion5D<Impl>::MooeeDag    (const FermionField &psi, FermionField &
       lower[s]=-cee[s-1];
     }
   }
-
+  // Conjugate the terms 
+  for (int s=0;s<Ls;s++){
+    diag[s] =conjugate(diag[s]);
+    upper[s]=conjugate(upper[s]);
+    lower[s]=conjugate(lower[s]);
+  }
   M5Ddag(psi,psi,chi,lower,diag,upper);
 }
 
@@ -214,9 +218,23 @@ void CayleyFermion5D<Impl>::MeooeDag5D    (const FermionField &psi, FermionField
   int Ls=this->Ls;
   std::vector<Coeff_t> diag =bs;
   std::vector<Coeff_t> upper=cs;
-  std::vector<Coeff_t> lower=cs;
-  upper[Ls-1]=-mass*upper[Ls-1];
-  lower[0]   =-mass*lower[0];
+  std::vector<Coeff_t> lower=cs; 
+
+  for (int s=0;s<Ls;s++){
+    if ( s== 0 ) {
+      upper[s] = cs[s+1];
+      lower[s] =-mass*cs[Ls-1];
+    } else if ( s==(Ls-1) ) { 
+      upper[s] =-mass*cs[0];
+      lower[s] = cs[s-1];
+    } else { 
+      upper[s] = cs[s+1];
+      lower[s] = cs[s-1];
+    }
+    upper[s] = conjugate(upper[s]);
+    lower[s] = conjugate(lower[s]);
+    diag[s]  = conjugate(diag[s]);
+  }
   M5Ddag(psi,psi,Din,lower,diag,upper);
 }
 
@@ -302,7 +320,7 @@ void CayleyFermion5D<Impl>::MDeriv  (GaugeField &mat,const FermionField &U,const
     this->DhopDeriv(mat,U,Din,dag);
   } else {
     //      U d/du [D_w D5]^dag V = U D5^dag d/du DW^dag Y // implicit adj on U in call
-    Meooe5D(U,Din);
+    MeooeDag5D(U,Din);
     this->DhopDeriv(mat,Din,V,dag);
   }
 };
@@ -317,7 +335,7 @@ void CayleyFermion5D<Impl>::MoeDeriv(GaugeField &mat,const FermionField &U,const
     this->DhopDerivOE(mat,U,Din,dag);
   } else {
     //      U d/du [D_w D5]^dag V = U D5^dag d/du DW^dag Y // implicit adj on U in call
-      Meooe5D(U,Din);
+      MeooeDag5D(U,Din);
       this->DhopDerivOE(mat,Din,V,dag);
   }
 };
@@ -332,7 +350,7 @@ void CayleyFermion5D<Impl>::MeoDeriv(GaugeField &mat,const FermionField &U,const
     this->DhopDerivEO(mat,U,Din,dag);
   } else {
     //      U d/du [D_w D5]^dag V = U D5^dag d/du DW^dag Y // implicit adj on U in call
-    Meooe5D(U,Din);
+    MeooeDag5D(U,Din);
     this->DhopDerivEO(mat,Din,V,dag);
   }
 };

lib/qcd/action/fermion/CayleyFermion5D.h

@@ -29,6 +29,8 @@ Author: Peter Boyle <paboyle@ph.ed.ac.uk>
 #ifndef  GRID_QCD_CAYLEY_FERMION_H
 #define  GRID_QCD_CAYLEY_FERMION_H
 
+#include <Grid/qcd/action/fermion/WilsonFermion5D.h>
+
 namespace Grid {
 
   namespace QCD {
@@ -192,7 +194,9 @@ template void CayleyFermion5D< A >::M5Ddag(const FermionField &psi,const Fermion
 template void CayleyFermion5D< A >::MooeeInv    (const FermionField &psi, FermionField &chi); \
 template void CayleyFermion5D< A >::MooeeInvDag (const FermionField &psi, FermionField &chi);
 
-#define CAYLEY_DPERP_CACHE
+#undef  CAYLEY_DPERP_DENSE
+#define  CAYLEY_DPERP_CACHE
 #undef  CAYLEY_DPERP_LINALG
+#define CAYLEY_DPERP_VEC
 
 #endif

lib/qcd/action/fermion/CayleyFermion5Dcache.cc

@@ -29,7 +29,8 @@ Author: paboyle <paboyle@ph.ed.ac.uk>
     *************************************************************************************/
     /*  END LEGAL */
 
-#include <Grid/Grid.h>
+#include <Grid/qcd/action/fermion/FermionCore.h>
+#include <Grid/qcd/action/fermion/CayleyFermion5D.h>
 
 
 namespace Grid {
@@ -54,8 +55,8 @@ void CayleyFermion5D<Impl>::M5D(const FermionField &psi,
   // Flops = 6.0*(Nc*Ns) *Ls*vol
   M5Dcalls++;
   M5Dtime-=usecond();
-PARALLEL_FOR_LOOP
-  for(int ss=0;ss<grid->oSites();ss+=Ls){ // adds Ls
+
+  parallel_for(int ss=0;ss<grid->oSites();ss+=Ls){ // adds Ls
     for(int s=0;s<Ls;s++){
       auto tmp = psi._odata[0];
       if ( s==0 ) {
@@ -98,8 +99,8 @@ void CayleyFermion5D<Impl>::M5Ddag(const FermionField &psi,
   // Flops = 6.0*(Nc*Ns) *Ls*vol
   M5Dcalls++;
   M5Dtime-=usecond();
-PARALLEL_FOR_LOOP
-  for(int ss=0;ss<grid->oSites();ss+=Ls){ // adds Ls
+
+  parallel_for(int ss=0;ss<grid->oSites();ss+=Ls){ // adds Ls
     auto tmp = psi._odata[0];
     for(int s=0;s<Ls;s++){
       if ( s==0 ) {
@@ -137,8 +138,7 @@ void CayleyFermion5D<Impl>::MooeeInv    (const FermionField &psi, FermionField &
   MooeeInvCalls++;
   MooeeInvTime-=usecond();
 
-PARALLEL_FOR_LOOP
-  for(int ss=0;ss<grid->oSites();ss+=Ls){ // adds Ls
+  parallel_for(int ss=0;ss<grid->oSites();ss+=Ls){ // adds Ls
     auto tmp = psi._odata[0];
 
     // flops = 12*2*Ls + 12*2*Ls + 3*12*Ls + 12*2*Ls  = 12*Ls * (9) = 108*Ls flops
@@ -181,11 +181,22 @@ void CayleyFermion5D<Impl>::MooeeInvDag (const FermionField &psi, FermionField &
   assert(psi.checkerboard == psi.checkerboard);
   chi.checkerboard=psi.checkerboard;
 
+  std::vector<Coeff_t> ueec(Ls);
+  std::vector<Coeff_t> deec(Ls);
+  std::vector<Coeff_t> leec(Ls);
+  std::vector<Coeff_t> ueemc(Ls);
+  std::vector<Coeff_t> leemc(Ls);
+  for(int s=0;s<ueec.size();s++){
+    ueec[s] = conjugate(uee[s]);
+    deec[s] = conjugate(dee[s]);
+    leec[s] = conjugate(lee[s]);
+    ueemc[s]= conjugate(ueem[s]);
+    leemc[s]= conjugate(leem[s]);
+  }
   MooeeInvCalls++;
   MooeeInvTime-=usecond();
 
-PARALLEL_FOR_LOOP
-  for(int ss=0;ss<grid->oSites();ss+=Ls){ // adds Ls
+  parallel_for(int ss=0;ss<grid->oSites();ss+=Ls){ // adds Ls
 
     auto tmp = psi._odata[0];
 
@@ -193,25 +204,25 @@ PARALLEL_FOR_LOOP
     chi[ss]=psi[ss];
     for (int s=1;s<Ls;s++){
                             spProj5m(tmp,chi[ss+s-1]);
-      chi[ss+s] = psi[ss+s]-uee[s-1]*tmp;
+      chi[ss+s] = psi[ss+s]-ueec[s-1]*tmp;
     }
     // U_m^{-\dagger} 
     for (int s=0;s<Ls-1;s++){
                                    spProj5p(tmp,chi[ss+s]);
-      chi[ss+Ls-1] = chi[ss+Ls-1] - ueem[s]*tmp;
+      chi[ss+Ls-1] = chi[ss+Ls-1] - ueemc[s]*tmp;
     }
 
     // L_m^{-\dagger} D^{-dagger}
     for (int s=0;s<Ls-1;s++){
       spProj5m(tmp,chi[ss+Ls-1]);
-      chi[ss+s] = (1.0/dee[s])*chi[ss+s]-(leem[s]/dee[Ls-1])*tmp;
+      chi[ss+s] = (1.0/deec[s])*chi[ss+s]-(leemc[s]/deec[Ls-1])*tmp;
     }	
-    chi[ss+Ls-1]= (1.0/dee[Ls-1])*chi[ss+Ls-1];
+    chi[ss+Ls-1]= (1.0/deec[Ls-1])*chi[ss+Ls-1];
   
     // Apply L^{-dagger}
     for (int s=Ls-2;s>=0;s--){
       spProj5p(tmp,chi[ss+s+1]);
-      chi[ss+s] = chi[ss+s] - lee[s]*tmp;
+      chi[ss+s] = chi[ss+s] - leec[s]*tmp;
     }
   }
 
@@ -226,6 +237,13 @@ PARALLEL_FOR_LOOP
   INSTANTIATE_DPERP(GparityWilsonImplD);
   INSTANTIATE_DPERP(ZWilsonImplF);
   INSTANTIATE_DPERP(ZWilsonImplD);
+
+  INSTANTIATE_DPERP(WilsonImplFH);
+  INSTANTIATE_DPERP(WilsonImplDF);
+  INSTANTIATE_DPERP(GparityWilsonImplFH);
+  INSTANTIATE_DPERP(GparityWilsonImplDF);
+  INSTANTIATE_DPERP(ZWilsonImplFH);
+  INSTANTIATE_DPERP(ZWilsonImplDF);
 #endif
 
 }}

lib/qcd/action/fermion/CayleyFermion5Ddense.cc

@@ -30,7 +30,8 @@ Author: paboyle <paboyle@ph.ed.ac.uk>
     /*  END LEGAL */
 
 #include <Grid/Eigen/Dense>
-#include <Grid/Grid.h>
+#include <Grid/qcd/action/fermion/FermionCore.h>
+#include <Grid/qcd/action/fermion/CayleyFermion5D.h>
 
 
 namespace Grid {
@@ -38,20 +39,17 @@ namespace QCD {
   /*
    * Dense matrix versions of routines
    */
-
-  /*
 template<class Impl>
 void CayleyFermion5D<Impl>::MooeeInvDag (const FermionField &psi, FermionField &chi)
 {
   this->MooeeInternal(psi,chi,DaggerYes,InverseYes);
 }
-  
 template<class Impl>
 void CayleyFermion5D<Impl>::MooeeInv(const FermionField &psi, FermionField &chi)
 {
   this->MooeeInternal(psi,chi,DaggerNo,InverseYes);
 }
-  */
+
 template<class Impl>
 void CayleyFermion5D<Impl>::MooeeInternal(const FermionField &psi, FermionField &chi,int dag, int inv)
 {
@@ -125,9 +123,34 @@ void CayleyFermion5D<Impl>::MooeeInternal(const FermionField &psi, FermionField
   }
 }
 
+#ifdef CAYLEY_DPERP_DENSE
+INSTANTIATE_DPERP(GparityWilsonImplF);
+INSTANTIATE_DPERP(GparityWilsonImplD);
+INSTANTIATE_DPERP(WilsonImplF);
+INSTANTIATE_DPERP(WilsonImplD);
+INSTANTIATE_DPERP(ZWilsonImplF);
+INSTANTIATE_DPERP(ZWilsonImplD);
+
 template void CayleyFermion5D<GparityWilsonImplF>::MooeeInternal(const FermionField &psi, FermionField &chi,int dag, int inv);
 template void CayleyFermion5D<GparityWilsonImplD>::MooeeInternal(const FermionField &psi, FermionField &chi,int dag, int inv);
 template void CayleyFermion5D<WilsonImplF>::MooeeInternal(const FermionField &psi, FermionField &chi,int dag, int inv);
 template void CayleyFermion5D<WilsonImplD>::MooeeInternal(const FermionField &psi, FermionField &chi,int dag, int inv);
+template void CayleyFermion5D<ZWilsonImplF>::MooeeInternal(const FermionField &psi, FermionField &chi,int dag, int inv);
+template void CayleyFermion5D<ZWilsonImplD>::MooeeInternal(const FermionField &psi, FermionField &chi,int dag, int inv);
+
+INSTANTIATE_DPERP(GparityWilsonImplFH);
+INSTANTIATE_DPERP(GparityWilsonImplDF);
+INSTANTIATE_DPERP(WilsonImplFH);
+INSTANTIATE_DPERP(WilsonImplDF);
+INSTANTIATE_DPERP(ZWilsonImplFH);
+INSTANTIATE_DPERP(ZWilsonImplDF);
+
+template void CayleyFermion5D<GparityWilsonImplFH>::MooeeInternal(const FermionField &psi, FermionField &chi,int dag, int inv);
+template void CayleyFermion5D<GparityWilsonImplDF>::MooeeInternal(const FermionField &psi, FermionField &chi,int dag, int inv);
+template void CayleyFermion5D<WilsonImplFH>::MooeeInternal(const FermionField &psi, FermionField &chi,int dag, int inv);
+template void CayleyFermion5D<WilsonImplDF>::MooeeInternal(const FermionField &psi, FermionField &chi,int dag, int inv);
+template void CayleyFermion5D<ZWilsonImplFH>::MooeeInternal(const FermionField &psi, FermionField &chi,int dag, int inv);
+template void CayleyFermion5D<ZWilsonImplDF>::MooeeInternal(const FermionField &psi, FermionField &chi,int dag, int inv);
+#endif
 
 }}

lib/qcd/action/fermion/CayleyFermion5Dssp.cc

@@ -29,14 +29,14 @@ Author: paboyle <paboyle@ph.ed.ac.uk>
     *************************************************************************************/
     /*  END LEGAL */
 
-#include <Grid/Grid.h>
+#include <Grid/qcd/action/fermion/FermionCore.h>
+#include <Grid/qcd/action/fermion/CayleyFermion5D.h>
 
 
 namespace Grid {
 namespace QCD {
 
   // FIXME -- make a version of these routines with site loop outermost for cache reuse.
-
   // Pminus fowards
   // Pplus  backwards
 template<class Impl>  
@@ -47,17 +47,18 @@ void CayleyFermion5D<Impl>::M5D(const FermionField &psi,
 				std::vector<Coeff_t> &diag,
 				std::vector<Coeff_t> &upper)
 {
+  Coeff_t one(1.0);
   int Ls=this->Ls;
   for(int s=0;s<Ls;s++){
     if ( s==0 ) {
       axpby_ssp_pminus(chi,diag[s],phi,upper[s],psi,s,s+1);
-      axpby_ssp_pplus (chi,1.0,chi,lower[s],psi,s,Ls-1);
+      axpby_ssp_pplus (chi,one,chi,lower[s],psi,s,Ls-1);
     } else if ( s==(Ls-1)) { 
       axpby_ssp_pminus(chi,diag[s],phi,upper[s],psi,s,0);
-      axpby_ssp_pplus (chi,1.0,chi,lower[s],psi,s,s-1);
+      axpby_ssp_pplus (chi,one,chi,lower[s],psi,s,s-1);
     } else {
       axpby_ssp_pminus(chi,diag[s],phi,upper[s],psi,s,s+1);
-      axpby_ssp_pplus(chi,1.0,chi,lower[s],psi,s,s-1);
+      axpby_ssp_pplus(chi,one,chi,lower[s],psi,s,s-1);
     }
   }
 }
@@ -69,17 +70,18 @@ void CayleyFermion5D<Impl>::M5Ddag(const FermionField &psi,
 				   std::vector<Coeff_t> &diag,
 				   std::vector<Coeff_t> &upper)
 {
+  Coeff_t one(1.0);
   int Ls=this->Ls;
   for(int s=0;s<Ls;s++){
     if ( s==0 ) {
       axpby_ssp_pplus (chi,diag[s],phi,upper[s],psi,s,s+1);
-      axpby_ssp_pminus(chi,1.0,chi,lower[s],psi,s,Ls-1);
+      axpby_ssp_pminus(chi,one,chi,lower[s],psi,s,Ls-1);
     } else if ( s==(Ls-1)) { 
       axpby_ssp_pplus (chi,diag[s],phi,upper[s],psi,s,0);
-      axpby_ssp_pminus(chi,1.0,chi,lower[s],psi,s,s-1);
+      axpby_ssp_pminus(chi,one,chi,lower[s],psi,s,s-1);
     } else {
       axpby_ssp_pplus (chi,diag[s],phi,upper[s],psi,s,s+1);
-      axpby_ssp_pminus(chi,1.0,chi,lower[s],psi,s,s-1);
+      axpby_ssp_pminus(chi,one,chi,lower[s],psi,s,s-1);
     }
   }
 }
@@ -87,62 +89,75 @@ void CayleyFermion5D<Impl>::M5Ddag(const FermionField &psi,
 template<class Impl>
 void CayleyFermion5D<Impl>::MooeeInv    (const FermionField &psi, FermionField &chi)
 {
+  Coeff_t one(1.0);
+  Coeff_t czero(0.0);
   chi.checkerboard=psi.checkerboard;
   int Ls=this->Ls;
   // Apply (L^{\prime})^{-1}
-  axpby_ssp (chi,1.0,psi,     0.0,psi,0,0);      // chi[0]=psi[0]
+  axpby_ssp (chi,one,psi,     czero,psi,0,0);      // chi[0]=psi[0]
   for (int s=1;s<Ls;s++){
-    axpby_ssp_pplus(chi,1.0,psi,-lee[s-1],chi,s,s-1);// recursion Psi[s] -lee P_+ chi[s-1]
+    axpby_ssp_pplus(chi,one,psi,-lee[s-1],chi,s,s-1);// recursion Psi[s] -lee P_+ chi[s-1]
   }
   // L_m^{-1} 
   for (int s=0;s<Ls-1;s++){ // Chi[ee] = 1 - sum[s<Ls-1] -leem[s]P_- chi
-    axpby_ssp_pminus(chi,1.0,chi,-leem[s],chi,Ls-1,s);
+    axpby_ssp_pminus(chi,one,chi,-leem[s],chi,Ls-1,s);
   }
   // U_m^{-1} D^{-1}
   for (int s=0;s<Ls-1;s++){
     // Chi[s] + 1/d chi[s] 
-    axpby_ssp_pplus(chi,1.0/dee[s],chi,-ueem[s]/dee[Ls-1],chi,s,Ls-1);
+    axpby_ssp_pplus(chi,one/dee[s],chi,-ueem[s]/dee[Ls-1],chi,s,Ls-1);
   }	
-  axpby_ssp(chi,1.0/dee[Ls-1],chi,0.0,chi,Ls-1,Ls-1); // Modest avoidable 
+  axpby_ssp(chi,one/dee[Ls-1],chi,czero,chi,Ls-1,Ls-1); // Modest avoidable 
   
   // Apply U^{-1}
   for (int s=Ls-2;s>=0;s--){
-    axpby_ssp_pminus (chi,1.0,chi,-uee[s],chi,s,s+1);  // chi[Ls]
+    axpby_ssp_pminus (chi,one,chi,-uee[s],chi,s,s+1);  // chi[Ls]
   }
 }
 
 template<class Impl>
 void CayleyFermion5D<Impl>::MooeeInvDag (const FermionField &psi, FermionField &chi)
 {
+  Coeff_t one(1.0);
+  Coeff_t czero(0.0);
   chi.checkerboard=psi.checkerboard;
   int Ls=this->Ls;
   // Apply (U^{\prime})^{-dagger}
-  axpby_ssp (chi,1.0,psi,     0.0,psi,0,0);      // chi[0]=psi[0]
+  axpby_ssp (chi,one,psi,     czero,psi,0,0);      // chi[0]=psi[0]
   for (int s=1;s<Ls;s++){
-    axpby_ssp_pminus(chi,1.0,psi,-uee[s-1],chi,s,s-1);
+    axpby_ssp_pminus(chi,one,psi,-conjugate(uee[s-1]),chi,s,s-1);
   }
   // U_m^{-\dagger} 
   for (int s=0;s<Ls-1;s++){
-    axpby_ssp_pplus(chi,1.0,chi,-ueem[s],chi,Ls-1,s);
+    axpby_ssp_pplus(chi,one,chi,-conjugate(ueem[s]),chi,Ls-1,s);
   }
   // L_m^{-\dagger} D^{-dagger}
   for (int s=0;s<Ls-1;s++){
-    axpby_ssp_pminus(chi,1.0/dee[s],chi,-leem[s]/dee[Ls-1],chi,s,Ls-1);
+    axpby_ssp_pminus(chi,one/conjugate(dee[s]),chi,-conjugate(leem[s]/dee[Ls-1]),chi,s,Ls-1);
   }	
-  axpby_ssp(chi,1.0/dee[Ls-1],chi,0.0,chi,Ls-1,Ls-1); // Modest avoidable 
+  axpby_ssp(chi,one/conjugate(dee[Ls-1]),chi,czero,chi,Ls-1,Ls-1); // Modest avoidable 
   
   // Apply L^{-dagger}
   for (int s=Ls-2;s>=0;s--){
-    axpby_ssp_pplus (chi,1.0,chi,-lee[s],chi,s,s+1);  // chi[Ls]
+    axpby_ssp_pplus (chi,one,chi,-conjugate(lee[s]),chi,s,s+1);  // chi[Ls]
   }
 }
 
 
 #ifdef CAYLEY_DPERP_LINALG
-  INSTANTIATE(WilsonImplF);
-  INSTANTIATE(WilsonImplD);
-  INSTANTIATE(GparityWilsonImplF);
-  INSTANTIATE(GparityWilsonImplD);
+  INSTANTIATE_DPERP(WilsonImplF);
+  INSTANTIATE_DPERP(WilsonImplD);
+  INSTANTIATE_DPERP(GparityWilsonImplF);
+  INSTANTIATE_DPERP(GparityWilsonImplD);
+  INSTANTIATE_DPERP(ZWilsonImplF);
+  INSTANTIATE_DPERP(ZWilsonImplD);
+
+  INSTANTIATE_DPERP(WilsonImplFH);
+  INSTANTIATE_DPERP(WilsonImplDF);
+  INSTANTIATE_DPERP(GparityWilsonImplFH);
+  INSTANTIATE_DPERP(GparityWilsonImplDF);
+  INSTANTIATE_DPERP(ZWilsonImplFH);
+  INSTANTIATE_DPERP(ZWilsonImplDF);
 #endif
 
 }

lib/qcd/action/fermion/CayleyFermion5Dvec.cc

@@ -30,11 +30,13 @@ Author: paboyle <paboyle@ph.ed.ac.uk>
     /*  END LEGAL */
 
 
-#include <Grid/Grid.h>
+#include <Grid/qcd/action/fermion/FermionCore.h>
+#include <Grid/qcd/action/fermion/CayleyFermion5D.h>
 
 
 namespace Grid {
-namespace QCD {  /*
+namespace QCD {  
+  /*
    * Dense matrix versions of routines
    */
 template<class Impl>
@@ -91,8 +93,7 @@ void CayleyFermion5D<Impl>::M5D(const FermionField &psi,
 
   assert(Nc==3);
 
-PARALLEL_FOR_LOOP
-  for(int ss=0;ss<grid->oSites();ss+=LLs){ // adds LLs
+  parallel_for(int ss=0;ss<grid->oSites();ss+=LLs){ // adds LLs
 #if 0
       alignas(64) SiteHalfSpinor hp;
       alignas(64) SiteHalfSpinor hm;
@@ -232,8 +233,7 @@ void CayleyFermion5D<Impl>::M5Ddag(const FermionField &psi,
 
   M5Dcalls++;
   M5Dtime-=usecond();
-PARALLEL_FOR_LOOP
-  for(int ss=0;ss<grid->oSites();ss+=LLs){ // adds LLs
+  parallel_for(int ss=0;ss<grid->oSites();ss+=LLs){ // adds LLs
 #if 0
     alignas(64) SiteHalfSpinor hp;
     alignas(64) SiteHalfSpinor hm;
@@ -792,13 +792,11 @@ void CayleyFermion5D<Impl>::MooeeInternal(const FermionField &psi, FermionField
   MooeeInvTime-=usecond();
 
   if ( switcheroo<Coeff_t>::iscomplex() ) {
-  PARALLEL_FOR_LOOP
-    for(auto site=0;site<vol;site++){
+    parallel_for(auto site=0;site<vol;site++){
       MooeeInternalZAsm(psi,chi,LLs,site,*_Matp,*_Matm);
     }
   } else { 
-  PARALLEL_FOR_LOOP
-    for(auto site=0;site<vol;site++){
+    parallel_for(auto site=0;site<vol;site++){
       MooeeInternalAsm(psi,chi,LLs,site,*_Matp,*_Matm);
     }
   }
@@ -810,10 +808,21 @@ INSTANTIATE_DPERP(DomainWallVec5dImplF);
 INSTANTIATE_DPERP(ZDomainWallVec5dImplD);
 INSTANTIATE_DPERP(ZDomainWallVec5dImplF);
 
+INSTANTIATE_DPERP(DomainWallVec5dImplDF);
+INSTANTIATE_DPERP(DomainWallVec5dImplFH);
+INSTANTIATE_DPERP(ZDomainWallVec5dImplDF);
+INSTANTIATE_DPERP(ZDomainWallVec5dImplFH);
+
 template void CayleyFermion5D<DomainWallVec5dImplF>::MooeeInternal(const FermionField &psi, FermionField &chi,int dag, int inv);
 template void CayleyFermion5D<DomainWallVec5dImplD>::MooeeInternal(const FermionField &psi, FermionField &chi,int dag, int inv);
 template void CayleyFermion5D<ZDomainWallVec5dImplF>::MooeeInternal(const FermionField &psi, FermionField &chi,int dag, int inv);
 template void CayleyFermion5D<ZDomainWallVec5dImplD>::MooeeInternal(const FermionField &psi, FermionField &chi,int dag, int inv);
 
+template void CayleyFermion5D<DomainWallVec5dImplFH>::MooeeInternal(const FermionField &psi, FermionField &chi,int dag, int inv);
+template void CayleyFermion5D<DomainWallVec5dImplDF>::MooeeInternal(const FermionField &psi, FermionField &chi,int dag, int inv);
+template void CayleyFermion5D<ZDomainWallVec5dImplFH>::MooeeInternal(const FermionField &psi, FermionField &chi,int dag, int inv);
+template void CayleyFermion5D<ZDomainWallVec5dImplDF>::MooeeInternal(const FermionField &psi, FermionField &chi,int dag, int inv);
+
+
 
 }}

lib/qcd/action/fermion/ContinuedFractionFermion5D.cc

@@ -26,7 +26,8 @@ Author: Peter Boyle <paboyle@ph.ed.ac.uk>
     See the full license in the file "LICENSE" in the top level distribution directory
     *************************************************************************************/
     /*  END LEGAL */
-#include <Grid/Grid.h>
+#include <Grid/qcd/action/fermion/FermionCore.h>
+#include <Grid/qcd/action/fermion/ContinuedFractionFermion5D.h>
 
 namespace Grid {
   namespace QCD {

lib/qcd/action/fermion/ContinuedFractionFermion5D.h

@@ -29,6 +29,8 @@ Author: Peter Boyle <paboyle@ph.ed.ac.uk>
 #ifndef  GRID_QCD_CONTINUED_FRACTION_H
 #define  GRID_QCD_CONTINUED_FRACTION_H
 
+#include <Grid/qcd/action/fermion/WilsonFermion5D.h>
+
 namespace Grid {
 
   namespace QCD {

lib/qcd/action/fermion/DomainWallFermion.h

@@ -29,7 +29,7 @@ Author: Peter Boyle <paboyle@ph.ed.ac.uk>
 #ifndef  GRID_QCD_DOMAIN_WALL_FERMION_H
 #define  GRID_QCD_DOMAIN_WALL_FERMION_H
 
-#include <Grid/Grid.h>
+#include <Grid/qcd/action/fermion/FermionCore.h>
 
 namespace Grid {
 

lib/qcd/action/fermion/Fermion.h

@@ -2,16 +2,11 @@
 
     Grid physics library, www.github.com/paboyle/Grid 
 
-    Source file: ./lib/qcd/action/Actions.h
+    Source file: ./lib/qcd/action/fermion/Fermion_base_aggregate.h
 
     Copyright (C) 2015
 
-Author: Azusa Yamaguchi <ayamaguc@staffmail.ed.ac.uk>
 Author: Peter Boyle <pabobyle@ph.ed.ac.uk>
-Author: Peter Boyle <paboyle@ph.ed.ac.uk>
-Author: Peter Boyle <peterboyle@Peters-MacBook-Pro-2.local>
-Author: neo <cossu@post.kek.jp>
-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
@@ -30,67 +25,8 @@ Author: paboyle <paboyle@ph.ed.ac.uk>
     See the full license in the file "LICENSE" in the top level distribution directory
     *************************************************************************************/
     /*  END LEGAL */
-#ifndef GRID_QCD_ACTIONS_H
-#define GRID_QCD_ACTIONS_H
-
-// * Linear operators             (Hermitian and non-hermitian)  .. my LinearOperator
-// * System solvers               (Hermitian and non-hermitian)  .. my OperatorFunction
-// * MultiShift System solvers    (Hermitian and non-hermitian)  .. my OperatorFunction
-
-////////////////////////////////////////////
-// Abstract base interface
-////////////////////////////////////////////
-#include <Grid/qcd/action/ActionBase.h>
-#include <Grid/qcd/action/ActionParams.h>
-
-////////////////////////////////////////////
-// Utility functions
-////////////////////////////////////////////
-#include <Grid/qcd/action/gauge/GaugeImpl.h>
-#include <Grid/qcd/utils/WilsonLoops.h>
-
-#include <Grid/qcd/action/fermion/WilsonCompressor.h>     //used by all wilson type fermions
-#include <Grid/qcd/action/fermion/FermionOperatorImpl.h>
-#include <Grid/qcd/action/fermion/FermionOperator.h>
-#include <Grid/qcd/action/fermion/WilsonKernels.h>        //used by all wilson type fermions
-
-////////////////////////////////////////////
-// Gauge Actions
-////////////////////////////////////////////
-#include <Grid/qcd/action/gauge/WilsonGaugeAction.h>
-#include <Grid/qcd/action/gauge/PlaqPlusRectangleAction.h>
-
-namespace Grid {
-namespace QCD {
-
-typedef WilsonGaugeAction<PeriodicGimplR>          WilsonGaugeActionR;
-typedef WilsonGaugeAction<PeriodicGimplF>          WilsonGaugeActionF;
-typedef WilsonGaugeAction<PeriodicGimplD>          WilsonGaugeActionD;
-typedef PlaqPlusRectangleAction<PeriodicGimplR>    PlaqPlusRectangleActionR;
-typedef PlaqPlusRectangleAction<PeriodicGimplF>    PlaqPlusRectangleActionF;
-typedef PlaqPlusRectangleAction<PeriodicGimplD>    PlaqPlusRectangleActionD;
-typedef IwasakiGaugeAction<PeriodicGimplR>         IwasakiGaugeActionR;
-typedef IwasakiGaugeAction<PeriodicGimplF>         IwasakiGaugeActionF;
-typedef IwasakiGaugeAction<PeriodicGimplD>         IwasakiGaugeActionD;
-typedef SymanzikGaugeAction<PeriodicGimplR>        SymanzikGaugeActionR;
-typedef SymanzikGaugeAction<PeriodicGimplF>        SymanzikGaugeActionF;
-typedef SymanzikGaugeAction<PeriodicGimplD>        SymanzikGaugeActionD;
-
-
-typedef WilsonGaugeAction<ConjugateGimplR>          ConjugateWilsonGaugeActionR;
-typedef WilsonGaugeAction<ConjugateGimplF>          ConjugateWilsonGaugeActionF;
-typedef WilsonGaugeAction<ConjugateGimplD>          ConjugateWilsonGaugeActionD;
-typedef PlaqPlusRectangleAction<ConjugateGimplR>    ConjugatePlaqPlusRectangleActionR;
-typedef PlaqPlusRectangleAction<ConjugateGimplF>    ConjugatePlaqPlusRectangleActionF;
-typedef PlaqPlusRectangleAction<ConjugateGimplD>    ConjugatePlaqPlusRectangleActionD;
-typedef IwasakiGaugeAction<ConjugateGimplR>         ConjugateIwasakiGaugeActionR;
-typedef IwasakiGaugeAction<ConjugateGimplF>         ConjugateIwasakiGaugeActionF;
-typedef IwasakiGaugeAction<ConjugateGimplD>         ConjugateIwasakiGaugeActionD;
-typedef SymanzikGaugeAction<ConjugateGimplR>        ConjugateSymanzikGaugeActionR;
-typedef SymanzikGaugeAction<ConjugateGimplF>        ConjugateSymanzikGaugeActionF;
-typedef SymanzikGaugeAction<ConjugateGimplD>        ConjugateSymanzikGaugeActionD;
-
-}}
+#ifndef  GRID_QCD_FERMION_H
+#define  GRID_QCD_FERMION_H
 
 ////////////////////////////////////////////////////////////////////////////////////////////////////
 // Explicit explicit template instantiation is still required in the .cc files
@@ -107,36 +43,6 @@ typedef SymanzikGaugeAction<ConjugateGimplD>        ConjugateSymanzikGaugeAction
 // for EVERY .cc file. This define centralises the list and restores global push of impl cases
 ////////////////////////////////////////////////////////////////////////////////////////////////////
 
-
-#define FermOp4dVecTemplateInstantiate(A) \
-  template class A<WilsonImplF>;		\
-  template class A<WilsonImplD>;		\
-  template class A<ZWilsonImplF>;		\
-  template class A<ZWilsonImplD>;		\
-  template class A<GparityWilsonImplF>;		\
-  template class A<GparityWilsonImplD>;		
-
-#define AdjointFermOpTemplateInstantiate(A) \
-  template class A<WilsonAdjImplF>; \
-  template class A<WilsonAdjImplD>; 
-
-#define TwoIndexFermOpTemplateInstantiate(A) \
-  template class A<WilsonTwoIndexSymmetricImplF>; \
-  template class A<WilsonTwoIndexSymmetricImplD>; 
-
-#define FermOp5dVecTemplateInstantiate(A) \
-  template class A<DomainWallVec5dImplF>;	\
-  template class A<DomainWallVec5dImplD>;	\
-  template class A<ZDomainWallVec5dImplF>;	\
-  template class A<ZDomainWallVec5dImplD>;	
-
-#define FermOpTemplateInstantiate(A) \
- FermOp4dVecTemplateInstantiate(A) \
- FermOp5dVecTemplateInstantiate(A) 
-
-
-#define GparityFermOpTemplateInstantiate(A) 
-
 ////////////////////////////////////////////
 // Fermion operators / actions
 ////////////////////////////////////////////
@@ -144,27 +50,30 @@ typedef SymanzikGaugeAction<ConjugateGimplD>        ConjugateSymanzikGaugeAction
 #include <Grid/qcd/action/fermion/WilsonFermion.h>       // 4d wilson like
 #include <Grid/qcd/action/fermion/WilsonTMFermion.h>       // 4d wilson like
 #include <Grid/qcd/action/fermion/WilsonFermion5D.h>     // 5d base used by all 5d overlap types
-
 //#include <Grid/qcd/action/fermion/CloverFermion.h>
-
+#include <Grid/qcd/action/fermion/ImprovedStaggeredFermion.h>
+#include <Grid/qcd/action/fermion/ImprovedStaggeredFermion5D.h>
 #include <Grid/qcd/action/fermion/CayleyFermion5D.h>     // Cayley types
 #include <Grid/qcd/action/fermion/DomainWallFermion.h>
 #include <Grid/qcd/action/fermion/DomainWallFermion.h>
 #include <Grid/qcd/action/fermion/MobiusFermion.h>
 #include <Grid/qcd/action/fermion/ZMobiusFermion.h>
+#include <Grid/qcd/action/fermion/SchurDiagTwoKappa.h>
 #include <Grid/qcd/action/fermion/ScaledShamirFermion.h>
 #include <Grid/qcd/action/fermion/MobiusZolotarevFermion.h>
 #include <Grid/qcd/action/fermion/ShamirZolotarevFermion.h>
 #include <Grid/qcd/action/fermion/OverlapWilsonCayleyTanhFermion.h>
 #include <Grid/qcd/action/fermion/OverlapWilsonCayleyZolotarevFermion.h>
-
 #include <Grid/qcd/action/fermion/ContinuedFractionFermion5D.h>               // Continued fraction
 #include <Grid/qcd/action/fermion/OverlapWilsonContfracTanhFermion.h>
 #include <Grid/qcd/action/fermion/OverlapWilsonContfracZolotarevFermion.h>
-
 #include <Grid/qcd/action/fermion/PartialFractionFermion5D.h>                 // Partial fraction
 #include <Grid/qcd/action/fermion/OverlapWilsonPartialFractionTanhFermion.h>
 #include <Grid/qcd/action/fermion/OverlapWilsonPartialFractionZolotarevFermion.h>
+///////////////////////////////////////////////////////////////////////////////
+// G5 herm -- this has to live in QCD since dirac matrix is not in the broader sector of code
+///////////////////////////////////////////////////////////////////////////////
+#include <Grid/qcd/action/fermion/g5HermitianLinop.h>
 
 ////////////////////////////////////////////////////////////////////////////////////////////////////
 // More maintainable to maintain the following typedef list centrally, as more "impl" targets
@@ -180,6 +89,10 @@ typedef WilsonFermion<WilsonImplR> WilsonFermionR;
 typedef WilsonFermion<WilsonImplF> WilsonFermionF;
 typedef WilsonFermion<WilsonImplD> WilsonFermionD;
 
+typedef WilsonFermion<WilsonImplRL> WilsonFermionRL;
+typedef WilsonFermion<WilsonImplFH> WilsonFermionFH;
+typedef WilsonFermion<WilsonImplDF> WilsonFermionDF;
+
 typedef WilsonFermion<WilsonAdjImplR> WilsonAdjFermionR;
 typedef WilsonFermion<WilsonAdjImplF> WilsonAdjFermionF;
 typedef WilsonFermion<WilsonAdjImplD> WilsonAdjFermionD;
@@ -196,27 +109,50 @@ typedef DomainWallFermion<WilsonImplR> DomainWallFermionR;
 typedef DomainWallFermion<WilsonImplF> DomainWallFermionF;
 typedef DomainWallFermion<WilsonImplD> DomainWallFermionD;
 
+typedef DomainWallFermion<WilsonImplRL> DomainWallFermionRL;
+typedef DomainWallFermion<WilsonImplFH> DomainWallFermionFH;
+typedef DomainWallFermion<WilsonImplDF> DomainWallFermionDF;
+
 typedef MobiusFermion<WilsonImplR> MobiusFermionR;
 typedef MobiusFermion<WilsonImplF> MobiusFermionF;
 typedef MobiusFermion<WilsonImplD> MobiusFermionD;
 
+typedef MobiusFermion<WilsonImplRL> MobiusFermionRL;
+typedef MobiusFermion<WilsonImplFH> MobiusFermionFH;
+typedef MobiusFermion<WilsonImplDF> MobiusFermionDF;
+
 typedef ZMobiusFermion<ZWilsonImplR> ZMobiusFermionR;
 typedef ZMobiusFermion<ZWilsonImplF> ZMobiusFermionF;
 typedef ZMobiusFermion<ZWilsonImplD> ZMobiusFermionD;
 
+typedef ZMobiusFermion<ZWilsonImplRL> ZMobiusFermionRL;
+typedef ZMobiusFermion<ZWilsonImplFH> ZMobiusFermionFH;
+typedef ZMobiusFermion<ZWilsonImplDF> ZMobiusFermionDF;
+
 // Ls vectorised 
 typedef DomainWallFermion<DomainWallVec5dImplR> DomainWallFermionVec5dR;
 typedef DomainWallFermion<DomainWallVec5dImplF> DomainWallFermionVec5dF;
 typedef DomainWallFermion<DomainWallVec5dImplD> DomainWallFermionVec5dD;
 
+typedef DomainWallFermion<DomainWallVec5dImplRL> DomainWallFermionVec5dRL;
+typedef DomainWallFermion<DomainWallVec5dImplFH> DomainWallFermionVec5dFH;
+typedef DomainWallFermion<DomainWallVec5dImplDF> DomainWallFermionVec5dDF;
+
 typedef MobiusFermion<DomainWallVec5dImplR> MobiusFermionVec5dR;
 typedef MobiusFermion<DomainWallVec5dImplF> MobiusFermionVec5dF;
 typedef MobiusFermion<DomainWallVec5dImplD> MobiusFermionVec5dD;
 
+typedef MobiusFermion<DomainWallVec5dImplRL> MobiusFermionVec5dRL;
+typedef MobiusFermion<DomainWallVec5dImplFH> MobiusFermionVec5dFH;
+typedef MobiusFermion<DomainWallVec5dImplDF> MobiusFermionVec5dDF;
+
 typedef ZMobiusFermion<ZDomainWallVec5dImplR> ZMobiusFermionVec5dR;
 typedef ZMobiusFermion<ZDomainWallVec5dImplF> ZMobiusFermionVec5dF;
 typedef ZMobiusFermion<ZDomainWallVec5dImplD> ZMobiusFermionVec5dD;
 
+typedef ZMobiusFermion<ZDomainWallVec5dImplRL> ZMobiusFermionVec5dRL;
+typedef ZMobiusFermion<ZDomainWallVec5dImplFH> ZMobiusFermionVec5dFH;
+typedef ZMobiusFermion<ZDomainWallVec5dImplDF> ZMobiusFermionVec5dDF;
 
 typedef ScaledShamirFermion<WilsonImplR> ScaledShamirFermionR;
 typedef ScaledShamirFermion<WilsonImplF> ScaledShamirFermionF;
@@ -257,38 +193,48 @@ typedef OverlapWilsonPartialFractionZolotarevFermion<WilsonImplD> OverlapWilsonP
 typedef WilsonFermion<GparityWilsonImplR>     GparityWilsonFermionR;
 typedef WilsonFermion<GparityWilsonImplF>     GparityWilsonFermionF;
 typedef WilsonFermion<GparityWilsonImplD>     GparityWilsonFermionD;
+
+typedef WilsonFermion<GparityWilsonImplRL>     GparityWilsonFermionRL;
+typedef WilsonFermion<GparityWilsonImplFH>     GparityWilsonFermionFH;
+typedef WilsonFermion<GparityWilsonImplDF>     GparityWilsonFermionDF;
+
 typedef DomainWallFermion<GparityWilsonImplR> GparityDomainWallFermionR;
 typedef DomainWallFermion<GparityWilsonImplF> GparityDomainWallFermionF;
 typedef DomainWallFermion<GparityWilsonImplD> GparityDomainWallFermionD;
 
+typedef DomainWallFermion<GparityWilsonImplRL> GparityDomainWallFermionRL;
+typedef DomainWallFermion<GparityWilsonImplFH> GparityDomainWallFermionFH;
+typedef DomainWallFermion<GparityWilsonImplDF> GparityDomainWallFermionDF;
+
 typedef WilsonTMFermion<GparityWilsonImplR> GparityWilsonTMFermionR;
 typedef WilsonTMFermion<GparityWilsonImplF> GparityWilsonTMFermionF;
 typedef WilsonTMFermion<GparityWilsonImplD> GparityWilsonTMFermionD;
+
+typedef WilsonTMFermion<GparityWilsonImplRL> GparityWilsonTMFermionRL;
+typedef WilsonTMFermion<GparityWilsonImplFH> GparityWilsonTMFermionFH;
+typedef WilsonTMFermion<GparityWilsonImplDF> GparityWilsonTMFermionDF;
+
 typedef MobiusFermion<GparityWilsonImplR> GparityMobiusFermionR;
 typedef MobiusFermion<GparityWilsonImplF> GparityMobiusFermionF;
 typedef MobiusFermion<GparityWilsonImplD> GparityMobiusFermionD;
 
+typedef MobiusFermion<GparityWilsonImplRL> GparityMobiusFermionRL;
+typedef MobiusFermion<GparityWilsonImplFH> GparityMobiusFermionFH;
+typedef MobiusFermion<GparityWilsonImplDF> GparityMobiusFermionDF;
+
+typedef ImprovedStaggeredFermion<StaggeredImplR> ImprovedStaggeredFermionR;
+typedef ImprovedStaggeredFermion<StaggeredImplF> ImprovedStaggeredFermionF;
+typedef ImprovedStaggeredFermion<StaggeredImplD> ImprovedStaggeredFermionD;
+
+typedef ImprovedStaggeredFermion5D<StaggeredImplR> ImprovedStaggeredFermion5DR;
+typedef ImprovedStaggeredFermion5D<StaggeredImplF> ImprovedStaggeredFermion5DF;
+typedef ImprovedStaggeredFermion5D<StaggeredImplD> ImprovedStaggeredFermion5DD;
+
+typedef ImprovedStaggeredFermion5D<StaggeredVec5dImplR> ImprovedStaggeredFermionVec5dR;
+typedef ImprovedStaggeredFermion5D<StaggeredVec5dImplF> ImprovedStaggeredFermionVec5dF;
+typedef ImprovedStaggeredFermion5D<StaggeredVec5dImplD> ImprovedStaggeredFermionVec5dD;
 
 
   }}
-///////////////////////////////////////////////////////////////////////////////
-// G5 herm -- this has to live in QCD since dirac matrix is not in the broader sector of code
-///////////////////////////////////////////////////////////////////////////////
-#include <Grid/qcd/action/fermion/g5HermitianLinop.h>
-
-////////////////////////////////////////
-// Pseudo fermion combinations for HMC
-////////////////////////////////////////
-#include <Grid/qcd/action/pseudofermion/EvenOddSchurDifferentiable.h>
-
-#include <Grid/qcd/action/pseudofermion/TwoFlavour.h>
-#include <Grid/qcd/action/pseudofermion/TwoFlavourRatio.h>
-#include <Grid/qcd/action/pseudofermion/TwoFlavourEvenOdd.h>
-#include <Grid/qcd/action/pseudofermion/TwoFlavourEvenOddRatio.h>
-
-#include <Grid/qcd/action/pseudofermion/OneFlavourRational.h>
-#include <Grid/qcd/action/pseudofermion/OneFlavourRationalRatio.h>
-#include <Grid/qcd/action/pseudofermion/OneFlavourEvenOddRational.h>
-#include <Grid/qcd/action/pseudofermion/OneFlavourEvenOddRationalRatio.h>
 
 #endif

lib/qcd/action/fermion/FermionCore.h

@@ -0,0 +1,91 @@
+    /*************************************************************************************
+
+    Grid physics library, www.github.com/paboyle/Grid 
+
+    Source file: ./lib/qcd/action/fermion/Fermion_base_aggregate.h
+
+    Copyright (C) 2015
+
+Author: Peter Boyle <pabobyle@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_QCD_FERMION_CORE_H
+#define  GRID_QCD_FERMION_CORE_H
+
+#include <Grid/GridCore.h>
+#include <Grid/GridQCDcore.h>
+#include <Grid/qcd/action/ActionCore.h>
+
+////////////////////////////////////////////
+// Fermion prereqs
+////////////////////////////////////////////
+#include <Grid/qcd/action/fermion/WilsonCompressor.h>     //used by all wilson type fermions
+#include <Grid/qcd/action/fermion/FermionOperatorImpl.h>
+#include <Grid/qcd/action/fermion/FermionOperator.h>
+#include <Grid/qcd/action/fermion/WilsonKernels.h>        //used by all wilson type fermions
+#include <Grid/qcd/action/fermion/StaggeredKernels.h>        //used by all wilson type fermions
+
+#define FermOpStaggeredTemplateInstantiate(A) \
+  template class A<StaggeredImplF>; \
+  template class A<StaggeredImplD>; 
+
+#define FermOpStaggeredVec5dTemplateInstantiate(A) \
+  template class A<StaggeredVec5dImplF>; \
+  template class A<StaggeredVec5dImplD>; 
+
+#define FermOp4dVecTemplateInstantiate(A) \
+  template class A<WilsonImplF>;		\
+  template class A<WilsonImplD>;		\
+  template class A<ZWilsonImplF>;		\
+  template class A<ZWilsonImplD>;		\
+  template class A<GparityWilsonImplF>;		\
+  template class A<GparityWilsonImplD>;		\
+  template class A<WilsonImplFH>;		\
+  template class A<WilsonImplDF>;		\
+  template class A<ZWilsonImplFH>;		\
+  template class A<ZWilsonImplDF>;		\
+  template class A<GparityWilsonImplFH>;		\
+  template class A<GparityWilsonImplDF>;		
+
+
+#define AdjointFermOpTemplateInstantiate(A) \
+  template class A<WilsonAdjImplF>; \
+  template class A<WilsonAdjImplD>; 
+
+#define TwoIndexFermOpTemplateInstantiate(A) \
+  template class A<WilsonTwoIndexSymmetricImplF>; \
+  template class A<WilsonTwoIndexSymmetricImplD>; 
+
+#define FermOp5dVecTemplateInstantiate(A) \
+  template class A<DomainWallVec5dImplF>;	\
+  template class A<DomainWallVec5dImplD>;	\
+  template class A<ZDomainWallVec5dImplF>;	\
+  template class A<ZDomainWallVec5dImplD>;	\
+  template class A<DomainWallVec5dImplFH>;	\
+  template class A<DomainWallVec5dImplDF>;	\
+  template class A<ZDomainWallVec5dImplFH>;	\
+  template class A<ZDomainWallVec5dImplDF>;	
+
+#define FermOpTemplateInstantiate(A) \
+ FermOp4dVecTemplateInstantiate(A) \
+ FermOp5dVecTemplateInstantiate(A) 
+
+#define GparityFermOpTemplateInstantiate(A) 
+
+#endif

lib/qcd/action/fermion/FermionOperatorImpl.h

@@ -35,7 +35,6 @@ directory
 namespace Grid {
 namespace QCD {
 
-
   //////////////////////////////////////////////
   // Template parameter class constructs to package
   // externally control Fermion implementations
@@ -89,7 +88,53 @@ namespace QCD {
   //    
   //  }
   //////////////////////////////////////////////
-  
+
+  template <class T> struct SamePrecisionMapper {
+    typedef T HigherPrecVector ;
+    typedef T LowerPrecVector ;
+  };
+  template <class T> struct LowerPrecisionMapper {  };
+  template <> struct LowerPrecisionMapper<vRealF> {
+    typedef vRealF HigherPrecVector ;
+    typedef vRealH LowerPrecVector ;
+  };
+  template <> struct LowerPrecisionMapper<vRealD> {
+    typedef vRealD HigherPrecVector ;
+    typedef vRealF LowerPrecVector ;
+  };
+  template <> struct LowerPrecisionMapper<vComplexF> {
+    typedef vComplexF HigherPrecVector ;
+    typedef vComplexH LowerPrecVector ;
+  };
+  template <> struct LowerPrecisionMapper<vComplexD> {
+    typedef vComplexD HigherPrecVector ;
+    typedef vComplexF LowerPrecVector ;
+  };
+
+  struct CoeffReal {
+  public:
+    typedef RealD _Coeff_t;
+    static const int Nhcs = 2;
+    template<class Simd> using PrecisionMapper = SamePrecisionMapper<Simd>;
+  };
+  struct CoeffRealHalfComms {
+  public:
+    typedef RealD _Coeff_t;
+    static const int Nhcs = 1;
+    template<class Simd> using PrecisionMapper = LowerPrecisionMapper<Simd>;
+  };
+  struct CoeffComplex {
+  public:
+    typedef ComplexD _Coeff_t;
+    static const int Nhcs = 2;
+    template<class Simd> using PrecisionMapper = SamePrecisionMapper<Simd>;
+  };
+  struct CoeffComplexHalfComms {
+  public:
+    typedef ComplexD _Coeff_t;
+    static const int Nhcs = 1;
+    template<class Simd> using PrecisionMapper = LowerPrecisionMapper<Simd>;
+  };
 
   ////////////////////////////////////////////////////////////////////////
   // Implementation dependent fermion types
@@ -114,37 +159,40 @@ namespace QCD {
   /////////////////////////////////////////////////////////////////////////////
   // Single flavour four spinors with colour index
   /////////////////////////////////////////////////////////////////////////////
-  template <class S, class Representation = FundamentalRepresentation,class _Coeff_t = RealD >
+  template <class S, class Representation = FundamentalRepresentation,class Options = CoeffReal >
   class WilsonImpl : public PeriodicGaugeImpl<GaugeImplTypes<S, Representation::Dimension > > {
-
     public:
 
     static const int Dimension = Representation::Dimension;
+    static const bool LsVectorised=false;
+    static const int Nhcs = Options::Nhcs;
+
     typedef PeriodicGaugeImpl<GaugeImplTypes<S, Dimension > > Gimpl;
+    INHERIT_GIMPL_TYPES(Gimpl);
       
     //Necessary?
     constexpr bool is_fundamental() const{return Dimension == Nc ? 1 : 0;}
     
-    const bool LsVectorised=false;
-    typedef _Coeff_t Coeff_t;
-
-    INHERIT_GIMPL_TYPES(Gimpl);
+    typedef typename Options::_Coeff_t Coeff_t;
+    typedef typename Options::template PrecisionMapper<Simd>::LowerPrecVector SimdL;
       
     template <typename vtype> using iImplSpinor            = iScalar<iVector<iVector<vtype, Dimension>, Ns> >;
     template <typename vtype> using iImplPropagator        = iScalar<iMatrix<iMatrix<vtype, Dimension>, Ns> >;
     template <typename vtype> using iImplHalfSpinor        = iScalar<iVector<iVector<vtype, Dimension>, Nhs> >;
+    template <typename vtype> using iImplHalfCommSpinor    = iScalar<iVector<iVector<vtype, Dimension>, Nhcs> >;
     template <typename vtype> using iImplDoubledGaugeField = iVector<iScalar<iMatrix<vtype, Dimension> >, Nds>;
     
     typedef iImplSpinor<Simd>            SiteSpinor;
     typedef iImplPropagator<Simd>        SitePropagator;
     typedef iImplHalfSpinor<Simd>        SiteHalfSpinor;
+    typedef iImplHalfCommSpinor<SimdL>   SiteHalfCommSpinor;
     typedef iImplDoubledGaugeField<Simd> SiteDoubledGaugeField;
     
     typedef Lattice<SiteSpinor>            FermionField;
     typedef Lattice<SitePropagator>        PropagatorField;
     typedef Lattice<SiteDoubledGaugeField> DoubledGaugeField;
     
-    typedef WilsonCompressor<SiteHalfSpinor, SiteSpinor> Compressor;
+    typedef WilsonCompressor<SiteHalfCommSpinor,SiteHalfSpinor, SiteSpinor> Compressor;
     typedef WilsonImplParams ImplParams;
     typedef WilsonStencil<SiteSpinor, SiteHalfSpinor> StencilImpl;
     
@@ -194,8 +242,7 @@ namespace QCD {
       GaugeLinkField tmp(mat._grid);
       tmp = zero;
       
-      PARALLEL_FOR_LOOP
-      for(int sss=0;sss<tmp._grid->oSites();sss++){
+      parallel_for(int sss=0;sss<tmp._grid->oSites();sss++){
 	int sU=sss;
 	for(int s=0;s<Ls;s++){
 	  int sF = s+Ls*sU;
@@ -210,39 +257,44 @@ namespace QCD {
   ////////////////////////////////////////////////////////////////////////////////////
   // Single flavour four spinors with colour index, 5d redblack
   ////////////////////////////////////////////////////////////////////////////////////
-
-template<class S,int Nrepresentation=Nc,class _Coeff_t = RealD>
+template<class S,int Nrepresentation=Nc, class Options=CoeffReal>
 class DomainWallVec5dImpl :  public PeriodicGaugeImpl< GaugeImplTypes< S,Nrepresentation> > { 
   public:
-      
-  static const int Dimension = Nrepresentation;
-  const bool LsVectorised=true;
-  typedef _Coeff_t Coeff_t;      
+
   typedef PeriodicGaugeImpl<GaugeImplTypes<S, Nrepresentation> > Gimpl;
-  
   INHERIT_GIMPL_TYPES(Gimpl);
+
+  static const int Dimension = Nrepresentation;
+  static const bool LsVectorised=true;
+  static const int Nhcs = Options::Nhcs;
+      
+  typedef typename Options::_Coeff_t Coeff_t;      
+  typedef typename Options::template PrecisionMapper<Simd>::LowerPrecVector SimdL;
   
   template <typename vtype> using iImplSpinor            = iScalar<iVector<iVector<vtype, Nrepresentation>, Ns> >;
   template <typename vtype> using iImplPropagator        = iScalar<iMatrix<iMatrix<vtype, Nrepresentation>, Ns> >;
   template <typename vtype> using iImplHalfSpinor        = iScalar<iVector<iVector<vtype, Nrepresentation>, Nhs> >;
+  template <typename vtype> using iImplHalfCommSpinor    = iScalar<iVector<iVector<vtype, Nrepresentation>, Nhcs> >;
   template <typename vtype> using iImplDoubledGaugeField = iVector<iScalar<iMatrix<vtype, Nrepresentation> >, Nds>;
   template <typename vtype> using iImplGaugeField        = iVector<iScalar<iMatrix<vtype, Nrepresentation> >, Nd>;
   template <typename vtype> using iImplGaugeLink         = iScalar<iScalar<iMatrix<vtype, Nrepresentation> > >;
   
-  typedef iImplSpinor<Simd> SiteSpinor;
-  typedef iImplPropagator<Simd> SitePropagator;
-  typedef iImplHalfSpinor<Simd> SiteHalfSpinor;
-  typedef Lattice<SiteSpinor> FermionField;
-  typedef Lattice<SitePropagator> PropagatorField;
-  
+  typedef iImplSpinor<Simd>            SiteSpinor;
+  typedef iImplPropagator<Simd>        SitePropagator;
+  typedef iImplHalfSpinor<Simd>        SiteHalfSpinor;
+  typedef iImplHalfCommSpinor<SimdL>   SiteHalfCommSpinor;
+  typedef Lattice<SiteSpinor>          FermionField;
+  typedef Lattice<SitePropagator>      PropagatorField;
+
+  /////////////////////////////////////////////////
   // Make the doubled gauge field a *scalar*
+  /////////////////////////////////////////////////
   typedef iImplDoubledGaugeField<typename Simd::scalar_type>  SiteDoubledGaugeField;  // This is a scalar
   typedef iImplGaugeField<typename Simd::scalar_type>         SiteScalarGaugeField;  // scalar
   typedef iImplGaugeLink<typename Simd::scalar_type>          SiteScalarGaugeLink;  // scalar
+  typedef Lattice<SiteDoubledGaugeField>                      DoubledGaugeField;
       
-  typedef Lattice<SiteDoubledGaugeField> DoubledGaugeField;
-      
-  typedef WilsonCompressor<SiteHalfSpinor, SiteSpinor> Compressor;
+  typedef WilsonCompressor<SiteHalfCommSpinor,SiteHalfSpinor, SiteSpinor> Compressor;
   typedef WilsonImplParams ImplParams;
   typedef WilsonStencil<SiteSpinor, SiteHalfSpinor> StencilImpl;
   
@@ -271,11 +323,11 @@ class DomainWallVec5dImpl :  public PeriodicGaugeImpl< GaugeImplTypes< S,Nrepres
       
   inline void DoubleStore(GridBase *GaugeGrid, DoubledGaugeField &Uds,const GaugeField &Umu) 
   {
-    SiteScalarGaugeField ScalarUmu;
+    SiteScalarGaugeField  ScalarUmu;
     SiteDoubledGaugeField ScalarUds;
     
     GaugeLinkField U(Umu._grid);
-    GaugeField Uadj(Umu._grid);
+    GaugeField  Uadj(Umu._grid);
     for (int mu = 0; mu < Nd; mu++) {
       U = PeekIndex<LorentzIndex>(Umu, mu);
       U = adj(Cshift(U, mu, -1));
@@ -310,35 +362,37 @@ class DomainWallVec5dImpl :  public PeriodicGaugeImpl< GaugeImplTypes< S,Nrepres
     ////////////////////////////////////////////////////////////////////////////////////////
     // Flavour doubled spinors; is Gparity the only? what about C*?
     ////////////////////////////////////////////////////////////////////////////////////////
-    
-template <class S, int Nrepresentation,class _Coeff_t = RealD>
+template <class S, int Nrepresentation, class Options=CoeffReal>
 class GparityWilsonImpl : public ConjugateGaugeImpl<GaugeImplTypes<S, Nrepresentation> > {
  public:
 
  static const int Dimension = Nrepresentation;
+ static const int Nhcs = Options::Nhcs;
+ static const bool LsVectorised=false;
 
- const bool LsVectorised=false;
-
- typedef _Coeff_t Coeff_t;
  typedef ConjugateGaugeImpl< GaugeImplTypes<S,Nrepresentation> > Gimpl;
- 
  INHERIT_GIMPL_TYPES(Gimpl);
+
+ typedef typename Options::_Coeff_t Coeff_t;
+ typedef typename Options::template PrecisionMapper<Simd>::LowerPrecVector SimdL;
       
- template <typename vtype> using iImplSpinor            = iVector<iVector<iVector<vtype, Nrepresentation>, Ns>, Ngp>;
- template <typename vtype> using iImplPropagator        = iVector<iMatrix<iMatrix<vtype, Nrepresentation>, Ns>, Ngp >;
- template <typename vtype> using iImplHalfSpinor        = iVector<iVector<iVector<vtype, Nrepresentation>, Nhs>, Ngp>;
+ template <typename vtype> using iImplSpinor            = iVector<iVector<iVector<vtype, Nrepresentation>, Ns>,   Ngp>;
+ template <typename vtype> using iImplPropagator        = iVector<iMatrix<iMatrix<vtype, Nrepresentation>, Ns>,   Ngp>;
+ template <typename vtype> using iImplHalfSpinor        = iVector<iVector<iVector<vtype, Nrepresentation>, Nhs>,  Ngp>;
+ template <typename vtype> using iImplHalfCommSpinor    = iVector<iVector<iVector<vtype, Nrepresentation>, Nhcs>, Ngp>;
  template <typename vtype> using iImplDoubledGaugeField = iVector<iVector<iScalar<iMatrix<vtype, Nrepresentation> >, Nds>, Ngp>;
-      
- typedef iImplSpinor<Simd> SiteSpinor;
- typedef iImplPropagator<Simd> SitePropagator;
- typedef iImplHalfSpinor<Simd> SiteHalfSpinor;
+
+ typedef iImplSpinor<Simd>            SiteSpinor;
+ typedef iImplPropagator<Simd>        SitePropagator;
+ typedef iImplHalfSpinor<Simd>        SiteHalfSpinor;
+ typedef iImplHalfCommSpinor<SimdL>   SiteHalfCommSpinor;
  typedef iImplDoubledGaugeField<Simd> SiteDoubledGaugeField;
- 
+
  typedef Lattice<SiteSpinor> FermionField;
  typedef Lattice<SitePropagator> PropagatorField;
  typedef Lattice<SiteDoubledGaugeField> DoubledGaugeField;
  
- typedef WilsonCompressor<SiteHalfSpinor, SiteSpinor> Compressor;
+ typedef WilsonCompressor<SiteHalfCommSpinor,SiteHalfSpinor, SiteSpinor> Compressor;
  typedef WilsonStencil<SiteSpinor, SiteHalfSpinor> StencilImpl;
  
  typedef GparityWilsonImplParams ImplParams;
@@ -355,7 +409,7 @@ class GparityWilsonImpl : public ConjugateGaugeImpl<GaugeImplTypes<S, Nrepresent
 		      const SiteHalfSpinor &chi, int mu, StencilEntry *SE,
 		      StencilImpl &St) {
 
-  typedef SiteHalfSpinor vobj;
+   typedef SiteHalfSpinor vobj;
    typedef typename SiteHalfSpinor::scalar_object sobj;
 	
    vobj vtmp;
@@ -445,8 +499,7 @@ class GparityWilsonImpl : public ConjugateGaugeImpl<GaugeImplTypes<S, Nrepresent
        Uconj = where(coor==neglink,-Uconj,Uconj);
      }
 	  
-PARALLEL_FOR_LOOP
-     for(auto ss=U.begin();ss<U.end();ss++){
+     parallel_for(auto ss=U.begin();ss<U.end();ss++){
        Uds[ss](0)(mu) = U[ss]();
        Uds[ss](1)(mu) = Uconj[ss]();
      }
@@ -459,8 +512,7 @@ PARALLEL_FOR_LOOP
        Utmp = where(coor==0,Uconj,Utmp);
      }
 	  
-PARALLEL_FOR_LOOP
-     for(auto ss=U.begin();ss<U.end();ss++){
+     parallel_for(auto ss=U.begin();ss<U.end();ss++){
        Uds[ss](0)(mu+4) = Utmp[ss]();
      }
 	  
@@ -469,23 +521,20 @@ PARALLEL_FOR_LOOP
        Utmp = where(coor==0,U,Utmp);
      }
 	  
-PARALLEL_FOR_LOOP
-     for(auto ss=U.begin();ss<U.end();ss++){
+     parallel_for(auto ss=U.begin();ss<U.end();ss++){
        Uds[ss](1)(mu+4) = Utmp[ss]();
      }
 	  
    }
  }
       
-      
  inline void InsertForce4D(GaugeField &mat, FermionField &Btilde, FermionField &A, int mu) {
 
    // DhopDir provides U or Uconj depending on coor/flavour.
    GaugeLinkField link(mat._grid);
    // use lorentz for flavour as hack.
    auto tmp = TraceIndex<SpinIndex>(outerProduct(Btilde, A));
-PARALLEL_FOR_LOOP
-   for (auto ss = tmp.begin(); ss < tmp.end(); ss++) {
+   parallel_for(auto ss = tmp.begin(); ss < tmp.end(); ss++) {
      link[ss]() = tmp[ss](0, 0) - conjugate(tmp[ss](1, 1));
    }
    PokeIndex<LorentzIndex>(mat, link, mu);
@@ -498,8 +547,7 @@ PARALLEL_FOR_LOOP
 	
    GaugeLinkField tmp(mat._grid);
    tmp = zero;
-PARALLEL_FOR_LOOP
-   for (int ss = 0; ss < tmp._grid->oSites(); ss++) {
+   parallel_for(int ss = 0; ss < tmp._grid->oSites(); ss++) {
      for (int s = 0; s < Ls; s++) {
        int sF = s + Ls * ss;
        auto ttmp = traceIndex<SpinIndex>(outerProduct(Btilde[sF], Atilde[sF]));
@@ -512,33 +560,371 @@ PARALLEL_FOR_LOOP
 
 };
 
- typedef WilsonImpl<vComplex,  FundamentalRepresentation > WilsonImplR;   // Real.. whichever prec
- typedef WilsonImpl<vComplexF, FundamentalRepresentation > WilsonImplF;  // Float
- typedef WilsonImpl<vComplexD, FundamentalRepresentation > WilsonImplD;  // Double
+/////////////////////////////////////////////////////////////////////////////
+// Single flavour one component spinors with colour index
+/////////////////////////////////////////////////////////////////////////////
+template <class S, class Representation = FundamentalRepresentation >
+class StaggeredImpl : public PeriodicGaugeImpl<GaugeImplTypes<S, Representation::Dimension > > {
 
- typedef WilsonImpl<vComplex,  FundamentalRepresentation, ComplexD > ZWilsonImplR; // Real.. whichever prec
- typedef WilsonImpl<vComplexF, FundamentalRepresentation, ComplexD > ZWilsonImplF; // Float
- typedef WilsonImpl<vComplexD, FundamentalRepresentation, ComplexD > ZWilsonImplD; // Double
+    public:
+
+    typedef RealD  _Coeff_t ;
+    static const int Dimension = Representation::Dimension;
+    static const bool LsVectorised=false;
+    typedef PeriodicGaugeImpl<GaugeImplTypes<S, Dimension > > Gimpl;
+      
+    //Necessary?
+    constexpr bool is_fundamental() const{return Dimension == Nc ? 1 : 0;}
+    
+    typedef _Coeff_t Coeff_t;
+
+    INHERIT_GIMPL_TYPES(Gimpl);
+      
+    template <typename vtype> using iImplScalar            = iScalar<iScalar<iScalar<vtype> > >;
+    template <typename vtype> using iImplSpinor            = iScalar<iScalar<iVector<vtype, Dimension> > >;
+    template <typename vtype> using iImplHalfSpinor        = iScalar<iScalar<iVector<vtype, Dimension> > >;
+    template <typename vtype> using iImplDoubledGaugeField = iVector<iScalar<iMatrix<vtype, Dimension> >, Nds>;
+    template <typename vtype> using iImplPropagator        = iScalar<iScalar<iMatrix<vtype, Dimension> > >;
+    
+    typedef iImplScalar<Simd>            SiteComplex;
+    typedef iImplSpinor<Simd>            SiteSpinor;
+    typedef iImplHalfSpinor<Simd>        SiteHalfSpinor;
+    typedef iImplDoubledGaugeField<Simd> SiteDoubledGaugeField;
+    typedef iImplPropagator<Simd>        SitePropagator;
+    
+    typedef Lattice<SiteComplex>           ComplexField;
+    typedef Lattice<SiteSpinor>            FermionField;
+    typedef Lattice<SiteDoubledGaugeField> DoubledGaugeField;
+    typedef Lattice<SitePropagator> PropagatorField;
+    
+    typedef SimpleCompressor<SiteSpinor> Compressor;
+    typedef StaggeredImplParams ImplParams;
+    typedef CartesianStencil<SiteSpinor, SiteSpinor> StencilImpl;
+    
+    ImplParams Params;
+    
+    StaggeredImpl(const ImplParams &p = ImplParams()) : Params(p){};
+      
+    inline void multLink(SiteSpinor &phi,
+			 const SiteDoubledGaugeField &U,
+			 const SiteSpinor &chi,
+			 int mu){
+      mult(&phi(), &U(mu), &chi());
+    }
+    inline void multLinkAdd(SiteSpinor &phi,
+			    const SiteDoubledGaugeField &U,
+			    const SiteSpinor &chi,
+			    int mu){
+      mac(&phi(), &U(mu), &chi());
+    }
+      
+    template <class ref>
+    inline void loadLinkElement(Simd &reg, ref &memory) {
+      reg = memory;
+    }
+      
+    inline void DoubleStore(GridBase *GaugeGrid,
+			    DoubledGaugeField &UUUds, // for Naik term
+			    DoubledGaugeField &Uds,
+			    const GaugeField &Uthin,
+			    const GaugeField &Ufat) {
+      conformable(Uds._grid, GaugeGrid);
+      conformable(Uthin._grid, GaugeGrid);
+      conformable(Ufat._grid, GaugeGrid);
+      GaugeLinkField U(GaugeGrid);
+      GaugeLinkField UU(GaugeGrid);
+      GaugeLinkField UUU(GaugeGrid);
+      GaugeLinkField Udag(GaugeGrid);
+      GaugeLinkField UUUdag(GaugeGrid);
+      for (int mu = 0; mu < Nd; mu++) {
+
+	// Staggered Phase.
+	Lattice<iScalar<vInteger> > coor(GaugeGrid);
+	Lattice<iScalar<vInteger> > x(GaugeGrid); LatticeCoordinate(x,0);
+	Lattice<iScalar<vInteger> > y(GaugeGrid); LatticeCoordinate(y,1);
+	Lattice<iScalar<vInteger> > z(GaugeGrid); LatticeCoordinate(z,2);
+	Lattice<iScalar<vInteger> > t(GaugeGrid); LatticeCoordinate(t,3);
+
+	Lattice<iScalar<vInteger> > lin_z(GaugeGrid); lin_z=x+y;
+	Lattice<iScalar<vInteger> > lin_t(GaugeGrid); lin_t=x+y+z;
+
+	ComplexField phases(GaugeGrid);	phases=1.0;
+
+	if ( mu == 1 ) phases = where( mod(x    ,2)==(Integer)0, phases,-phases);
+	if ( mu == 2 ) phases = where( mod(lin_z,2)==(Integer)0, phases,-phases);
+	if ( mu == 3 ) phases = where( mod(lin_t,2)==(Integer)0, phases,-phases);
+
+	// 1 hop based on fat links
+	U      = PeekIndex<LorentzIndex>(Ufat, mu);
+	Udag   = adj( Cshift(U, mu, -1));
+
+	U    = U    *phases;
+	Udag = Udag *phases;
+
+	PokeIndex<LorentzIndex>(Uds, U, mu);
+	PokeIndex<LorentzIndex>(Uds, Udag, mu + 4);
+
+	// 3 hop based on thin links. Crazy huh ?
+	U  = PeekIndex<LorentzIndex>(Uthin, mu);
+	UU = Gimpl::CovShiftForward(U,mu,U);
+	UUU= Gimpl::CovShiftForward(U,mu,UU);
+	
+	UUUdag = adj( Cshift(UUU, mu, -3));
+
+	UUU    = UUU    *phases;
+	UUUdag = UUUdag *phases;
+
+	PokeIndex<LorentzIndex>(UUUds, UUU, mu);
+	PokeIndex<LorentzIndex>(UUUds, UUUdag, mu+4);
+
+      }
+    }
+
+    inline void InsertForce4D(GaugeField &mat, FermionField &Btilde, FermionField &A,int mu){
+      GaugeLinkField link(mat._grid);
+      link = TraceIndex<SpinIndex>(outerProduct(Btilde,A)); 
+      PokeIndex<LorentzIndex>(mat,link,mu);
+    }   
+      
+    inline void InsertForce5D(GaugeField &mat, FermionField &Btilde, FermionField &Atilde,int mu){
+      assert (0); 
+      // Must never hit
+    }
+  };
+
+  /////////////////////////////////////////////////////////////////////////////
+  // Single flavour one component spinors with colour index. 5d vec
+  /////////////////////////////////////////////////////////////////////////////
+  template <class S, class Representation = FundamentalRepresentation >
+  class StaggeredVec5dImpl : public PeriodicGaugeImpl<GaugeImplTypes<S, Representation::Dimension > > {
+
+    public:
+
+    static const int Dimension = Representation::Dimension;
+    static const bool LsVectorised=true;
+    typedef RealD   Coeff_t ;
+    typedef PeriodicGaugeImpl<GaugeImplTypes<S, Dimension > > Gimpl;
+      
+    //Necessary?
+    constexpr bool is_fundamental() const{return Dimension == Nc ? 1 : 0;}
+
+
+    INHERIT_GIMPL_TYPES(Gimpl);
+
+    template <typename vtype> using iImplScalar            = iScalar<iScalar<iScalar<vtype> > >;
+    template <typename vtype> using iImplSpinor            = iScalar<iScalar<iVector<vtype, Dimension> > >;
+    template <typename vtype> using iImplHalfSpinor        = iScalar<iScalar<iVector<vtype, Dimension> > >;
+    template <typename vtype> using iImplDoubledGaugeField = iVector<iScalar<iMatrix<vtype, Dimension> >, Nds>;
+    template <typename vtype> using iImplGaugeField        = iVector<iScalar<iMatrix<vtype, Dimension> >, Nd>;
+    template <typename vtype> using iImplGaugeLink         = iScalar<iScalar<iMatrix<vtype, Dimension> > >;
+    template <typename vtype> using iImplPropagator        = iScalar<iScalar<iMatrix<vtype, Dimension> > >;
+
+    // Make the doubled gauge field a *scalar*
+    typedef iImplDoubledGaugeField<typename Simd::scalar_type>  SiteDoubledGaugeField;  // This is a scalar
+    typedef iImplGaugeField<typename Simd::scalar_type>         SiteScalarGaugeField;  // scalar
+    typedef iImplGaugeLink<typename Simd::scalar_type>          SiteScalarGaugeLink;  // scalar
+    typedef iImplPropagator<Simd>        SitePropagator;
+
+    typedef Lattice<SiteDoubledGaugeField> DoubledGaugeField;
+    typedef Lattice<SitePropagator> PropagatorField;
+    
+    typedef iImplScalar<Simd>            SiteComplex;
+    typedef iImplSpinor<Simd>            SiteSpinor;
+    typedef iImplHalfSpinor<Simd>        SiteHalfSpinor;
+
+    
+    typedef Lattice<SiteComplex>           ComplexField;
+    typedef Lattice<SiteSpinor>            FermionField;
+    
+    typedef SimpleCompressor<SiteSpinor> Compressor;
+    typedef StaggeredImplParams ImplParams;
+    typedef CartesianStencil<SiteSpinor, SiteSpinor> StencilImpl;
+    
+    ImplParams Params;
+    
+    StaggeredVec5dImpl(const ImplParams &p = ImplParams()) : Params(p){};
+
+    template <class ref>
+    inline void loadLinkElement(Simd &reg, ref &memory) {
+      vsplat(reg, memory);
+    }
+
+    inline void multLink(SiteHalfSpinor &phi, const SiteDoubledGaugeField &U,
+			 const SiteHalfSpinor &chi, int mu) {
+      SiteGaugeLink UU;
+      for (int i = 0; i < Dimension; i++) {
+	for (int j = 0; j < Dimension; j++) {
+	  vsplat(UU()()(i, j), U(mu)()(i, j));
+	}
+      }
+      mult(&phi(), &UU(), &chi());
+    }
+    inline void multLinkAdd(SiteHalfSpinor &phi, const SiteDoubledGaugeField &U,
+			    const SiteHalfSpinor &chi, int mu) {
+      SiteGaugeLink UU;
+      for (int i = 0; i < Dimension; i++) {
+	for (int j = 0; j < Dimension; j++) {
+	  vsplat(UU()()(i, j), U(mu)()(i, j));
+	}
+      }
+      mac(&phi(), &UU(), &chi());
+    }
+      
+    inline void DoubleStore(GridBase *GaugeGrid,
+			    DoubledGaugeField &UUUds, // for Naik term
+			    DoubledGaugeField &Uds,
+			    const GaugeField &Uthin,
+			    const GaugeField &Ufat) 
+    {
+
+      GridBase * InputGrid = Uthin._grid;
+      conformable(InputGrid,Ufat._grid);
+
+      GaugeLinkField U(InputGrid);
+      GaugeLinkField UU(InputGrid);
+      GaugeLinkField UUU(InputGrid);
+      GaugeLinkField Udag(InputGrid);
+      GaugeLinkField UUUdag(InputGrid);
+
+      for (int mu = 0; mu < Nd; mu++) {
+
+	// Staggered Phase.
+	Lattice<iScalar<vInteger> > coor(InputGrid);
+	Lattice<iScalar<vInteger> > x(InputGrid); LatticeCoordinate(x,0);
+	Lattice<iScalar<vInteger> > y(InputGrid); LatticeCoordinate(y,1);
+	Lattice<iScalar<vInteger> > z(InputGrid); LatticeCoordinate(z,2);
+	Lattice<iScalar<vInteger> > t(InputGrid); LatticeCoordinate(t,3);
+
+	Lattice<iScalar<vInteger> > lin_z(InputGrid); lin_z=x+y;
+	Lattice<iScalar<vInteger> > lin_t(InputGrid); lin_t=x+y+z;
+
+	ComplexField phases(InputGrid);	phases=1.0;
+
+	if ( mu == 1 ) phases = where( mod(x    ,2)==(Integer)0, phases,-phases);
+	if ( mu == 2 ) phases = where( mod(lin_z,2)==(Integer)0, phases,-phases);
+	if ( mu == 3 ) phases = where( mod(lin_t,2)==(Integer)0, phases,-phases);
+
+	// 1 hop based on fat links
+	U      = PeekIndex<LorentzIndex>(Ufat, mu);
+	Udag   = adj( Cshift(U, mu, -1));
+
+	U    = U    *phases;
+	Udag = Udag *phases;
+
+
+	for (int lidx = 0; lidx < GaugeGrid->lSites(); lidx++) {
+	  SiteScalarGaugeLink   ScalarU;
+	  SiteDoubledGaugeField ScalarUds;
+	  
+	  std::vector<int> lcoor;
+	  GaugeGrid->LocalIndexToLocalCoor(lidx, lcoor);
+	  peekLocalSite(ScalarUds, Uds, lcoor);
+
+	  peekLocalSite(ScalarU, U, lcoor);
+	  ScalarUds(mu) = ScalarU();
+
+	  peekLocalSite(ScalarU, Udag, lcoor);
+	  ScalarUds(mu + 4) = ScalarU();
+
+	  pokeLocalSite(ScalarUds, Uds, lcoor);
+	}
+
+	// 3 hop based on thin links. Crazy huh ?
+	U  = PeekIndex<LorentzIndex>(Uthin, mu);
+	UU = Gimpl::CovShiftForward(U,mu,U);
+	UUU= Gimpl::CovShiftForward(U,mu,UU);
+	
+	UUUdag = adj( Cshift(UUU, mu, -3));
+
+	UUU    = UUU    *phases;
+	UUUdag = UUUdag *phases;
+
+	for (int lidx = 0; lidx < GaugeGrid->lSites(); lidx++) {
+
+	  SiteScalarGaugeLink  ScalarU;
+	  SiteDoubledGaugeField ScalarUds;
+	  
+	  std::vector<int> lcoor;
+	  GaugeGrid->LocalIndexToLocalCoor(lidx, lcoor);
+      
+	  peekLocalSite(ScalarUds, UUUds, lcoor);
+
+	  peekLocalSite(ScalarU, UUU, lcoor);
+	  ScalarUds(mu) = ScalarU();
+
+	  peekLocalSite(ScalarU, UUUdag, lcoor);
+	  ScalarUds(mu + 4) = ScalarU();
+	  
+	  pokeLocalSite(ScalarUds, UUUds, lcoor);
+	}
+
+      }
+    }
+
+    inline void InsertForce4D(GaugeField &mat, FermionField &Btilde, FermionField &A,int mu){
+      assert(0);
+    }   
+      
+    inline void InsertForce5D(GaugeField &mat, FermionField &Btilde, FermionField &Atilde,int mu){
+      assert (0); 
+    }
+  };
+
+typedef WilsonImpl<vComplex,  FundamentalRepresentation, CoeffReal > WilsonImplR;  // Real.. whichever prec
+typedef WilsonImpl<vComplexF, FundamentalRepresentation, CoeffReal > WilsonImplF;  // Float
+typedef WilsonImpl<vComplexD, FundamentalRepresentation, CoeffReal > WilsonImplD;  // Double
+
+typedef WilsonImpl<vComplex,  FundamentalRepresentation, CoeffRealHalfComms > WilsonImplRL;  // Real.. whichever prec
+typedef WilsonImpl<vComplexF, FundamentalRepresentation, CoeffRealHalfComms > WilsonImplFH;  // Float
+typedef WilsonImpl<vComplexD, FundamentalRepresentation, CoeffRealHalfComms > WilsonImplDF;  // Double
+
+typedef WilsonImpl<vComplex,  FundamentalRepresentation, CoeffComplex > ZWilsonImplR; // Real.. whichever prec
+typedef WilsonImpl<vComplexF, FundamentalRepresentation, CoeffComplex > ZWilsonImplF; // Float
+typedef WilsonImpl<vComplexD, FundamentalRepresentation, CoeffComplex > ZWilsonImplD; // Double
+
+typedef WilsonImpl<vComplex,  FundamentalRepresentation, CoeffComplexHalfComms > ZWilsonImplRL; // Real.. whichever prec
+typedef WilsonImpl<vComplexF, FundamentalRepresentation, CoeffComplexHalfComms > ZWilsonImplFH; // Float
+typedef WilsonImpl<vComplexD, FundamentalRepresentation, CoeffComplexHalfComms > ZWilsonImplDF; // Double
  
- typedef WilsonImpl<vComplex,  AdjointRepresentation > WilsonAdjImplR;   // Real.. whichever prec
- typedef WilsonImpl<vComplexF, AdjointRepresentation > WilsonAdjImplF;  // Float
- typedef WilsonImpl<vComplexD, AdjointRepresentation > WilsonAdjImplD;  // Double
+typedef WilsonImpl<vComplex,  AdjointRepresentation, CoeffReal > WilsonAdjImplR;   // Real.. whichever prec
+typedef WilsonImpl<vComplexF, AdjointRepresentation, CoeffReal > WilsonAdjImplF;  // Float
+typedef WilsonImpl<vComplexD, AdjointRepresentation, CoeffReal > WilsonAdjImplD;  // Double
  
- typedef WilsonImpl<vComplex,  TwoIndexSymmetricRepresentation > WilsonTwoIndexSymmetricImplR;   // Real.. whichever prec
- typedef WilsonImpl<vComplexF, TwoIndexSymmetricRepresentation > WilsonTwoIndexSymmetricImplF;  // Float
- typedef WilsonImpl<vComplexD, TwoIndexSymmetricRepresentation > WilsonTwoIndexSymmetricImplD;  // Double
+typedef WilsonImpl<vComplex,  TwoIndexSymmetricRepresentation, CoeffReal > WilsonTwoIndexSymmetricImplR;   // Real.. whichever prec
+typedef WilsonImpl<vComplexF, TwoIndexSymmetricRepresentation, CoeffReal > WilsonTwoIndexSymmetricImplF;  // Float
+typedef WilsonImpl<vComplexD, TwoIndexSymmetricRepresentation, CoeffReal > WilsonTwoIndexSymmetricImplD;  // Double
  
- typedef DomainWallVec5dImpl<vComplex ,Nc> DomainWallVec5dImplR; // Real.. whichever prec
- typedef DomainWallVec5dImpl<vComplexF,Nc> DomainWallVec5dImplF; // Float
- typedef DomainWallVec5dImpl<vComplexD,Nc> DomainWallVec5dImplD; // Double
+typedef DomainWallVec5dImpl<vComplex ,Nc, CoeffReal> DomainWallVec5dImplR; // Real.. whichever prec
+typedef DomainWallVec5dImpl<vComplexF,Nc, CoeffReal> DomainWallVec5dImplF; // Float
+typedef DomainWallVec5dImpl<vComplexD,Nc, CoeffReal> DomainWallVec5dImplD; // Double
  
- typedef DomainWallVec5dImpl<vComplex ,Nc,ComplexD> ZDomainWallVec5dImplR; // Real.. whichever prec
- typedef DomainWallVec5dImpl<vComplexF,Nc,ComplexD> ZDomainWallVec5dImplF; // Float
- typedef DomainWallVec5dImpl<vComplexD,Nc,ComplexD> ZDomainWallVec5dImplD; // Double
+typedef DomainWallVec5dImpl<vComplex ,Nc, CoeffRealHalfComms> DomainWallVec5dImplRL; // Real.. whichever prec
+typedef DomainWallVec5dImpl<vComplexF,Nc, CoeffRealHalfComms> DomainWallVec5dImplFH; // Float
+typedef DomainWallVec5dImpl<vComplexD,Nc, CoeffRealHalfComms> DomainWallVec5dImplDF; // Double
  
- typedef GparityWilsonImpl<vComplex , Nc> GparityWilsonImplR;  // Real.. whichever prec
- typedef GparityWilsonImpl<vComplexF, Nc> GparityWilsonImplF;  // Float
- typedef GparityWilsonImpl<vComplexD, Nc> GparityWilsonImplD;  // Double
+typedef DomainWallVec5dImpl<vComplex ,Nc,CoeffComplex> ZDomainWallVec5dImplR; // Real.. whichever prec
+typedef DomainWallVec5dImpl<vComplexF,Nc,CoeffComplex> ZDomainWallVec5dImplF; // Float
+typedef DomainWallVec5dImpl<vComplexD,Nc,CoeffComplex> ZDomainWallVec5dImplD; // Double
+ 
+typedef DomainWallVec5dImpl<vComplex ,Nc,CoeffComplexHalfComms> ZDomainWallVec5dImplRL; // Real.. whichever prec
+typedef DomainWallVec5dImpl<vComplexF,Nc,CoeffComplexHalfComms> ZDomainWallVec5dImplFH; // Float
+typedef DomainWallVec5dImpl<vComplexD,Nc,CoeffComplexHalfComms> ZDomainWallVec5dImplDF; // Double
+ 
+typedef GparityWilsonImpl<vComplex , Nc,CoeffReal> GparityWilsonImplR;  // Real.. whichever prec
+typedef GparityWilsonImpl<vComplexF, Nc,CoeffReal> GparityWilsonImplF;  // Float
+typedef GparityWilsonImpl<vComplexD, Nc,CoeffReal> GparityWilsonImplD;  // Double
+ 
+typedef GparityWilsonImpl<vComplex , Nc,CoeffRealHalfComms> GparityWilsonImplRL;  // Real.. whichever prec
+typedef GparityWilsonImpl<vComplexF, Nc,CoeffRealHalfComms> GparityWilsonImplFH;  // Float
+typedef GparityWilsonImpl<vComplexD, Nc,CoeffRealHalfComms> GparityWilsonImplDF;  // Double
+
+typedef StaggeredImpl<vComplex,  FundamentalRepresentation > StaggeredImplR;   // Real.. whichever prec
+typedef StaggeredImpl<vComplexF, FundamentalRepresentation > StaggeredImplF;  // Float
+typedef StaggeredImpl<vComplexD, FundamentalRepresentation > StaggeredImplD;  // Double
+
+typedef StaggeredVec5dImpl<vComplex,  FundamentalRepresentation > StaggeredVec5dImplR;   // Real.. whichever prec
+typedef StaggeredVec5dImpl<vComplexF, FundamentalRepresentation > StaggeredVec5dImplF;  // Float
+typedef StaggeredVec5dImpl<vComplexD, FundamentalRepresentation > StaggeredVec5dImplD;  // Double
 
 }}
 

lib/qcd/action/fermion/ImprovedStaggeredFermion.cc

@@ -0,0 +1,401 @@
+/*************************************************************************************
+
+Grid physics library, www.github.com/paboyle/Grid
+
+Source file: ./lib/qcd/action/fermion/ImprovedStaggeredFermion.cc
+
+Copyright (C) 2015
+
+Author: Azusa Yamaguchi, Peter Boyle
+
+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.h>
+
+namespace Grid {
+namespace QCD {
+
+const std::vector<int> 
+ImprovedStaggeredFermionStatic::directions({0, 1, 2, 3, 0, 1, 2, 3, 0, 1, 2, 3, 0, 1, 2, 3});
+const std::vector<int> 
+ImprovedStaggeredFermionStatic::displacements({1, 1, 1, 1, -1, -1, -1, -1, 3, 3, 3, 3, -3, -3, -3, -3});
+
+/////////////////////////////////
+// Constructor and gauge import
+/////////////////////////////////
+
+
+template <class Impl>
+ImprovedStaggeredFermion<Impl>::ImprovedStaggeredFermion(GridCartesian &Fgrid, GridRedBlackCartesian &Hgrid, 
+							 RealD _mass,
+							 const ImplParams &p)
+    : Kernels(p),
+      _grid(&Fgrid),
+      _cbgrid(&Hgrid),
+      Stencil(&Fgrid, npoint, Even, directions, displacements),
+      StencilEven(&Hgrid, npoint, Even, directions, displacements),  // source is Even
+      StencilOdd(&Hgrid, npoint, Odd, directions, displacements),  // source is Odd
+      mass(_mass),
+      Lebesgue(_grid),
+      LebesgueEvenOdd(_cbgrid),
+      Umu(&Fgrid),
+      UmuEven(&Hgrid),
+      UmuOdd(&Hgrid),
+      UUUmu(&Fgrid),
+      UUUmuEven(&Hgrid),
+      UUUmuOdd(&Hgrid) ,
+      _tmp(&Hgrid)
+{
+}
+
+template <class Impl>
+ImprovedStaggeredFermion<Impl>::ImprovedStaggeredFermion(GaugeField &_Uthin, GaugeField &_Ufat, GridCartesian &Fgrid,
+							 GridRedBlackCartesian &Hgrid, RealD _mass,
+							 RealD _c1, RealD _c2,RealD _u0,
+							 const ImplParams &p)
+  : ImprovedStaggeredFermion(Fgrid,Hgrid,_mass,p)
+{
+  c1=_c1;
+  c2=_c2;
+  u0=_u0;
+  ImportGauge(_Uthin,_Ufat);
+}
+template <class Impl>
+ImprovedStaggeredFermion<Impl>::ImprovedStaggeredFermion(GaugeField &_Uthin,GaugeField &_Utriple, GaugeField &_Ufat, GridCartesian &Fgrid,
+							 GridRedBlackCartesian &Hgrid, RealD _mass,
+							 const ImplParams &p)
+  : ImprovedStaggeredFermion(Fgrid,Hgrid,_mass,p)
+{
+  ImportGaugeSimple(_Utriple,_Ufat);
+}
+
+
+  ////////////////////////////////////////////////////////////
+  // Momentum space propagator should be 
+  // https://arxiv.org/pdf/hep-lat/9712010.pdf
+  //
+  // mom space action.
+  //   gamma_mu i ( c1 sin pmu + c2 sin 3 pmu ) + m
+  //
+  // must track through staggered flavour/spin reduction in literature to 
+  // turn to free propagator for the one component chi field, a la page 4/5
+  // of above link to implmement fourier based solver.
+  ////////////////////////////////////////////////////////////
+template <class Impl>
+void ImprovedStaggeredFermion<Impl>::ImportGauge(const GaugeField &_Uthin) 
+{
+  ImportGauge(_Uthin,_Uthin);
+};
+template <class Impl>
+void ImprovedStaggeredFermion<Impl>::ImportGaugeSimple(const GaugeField &_Utriple,const GaugeField &_Ufat) 
+{
+  /////////////////////////////////////////////////////////////////
+  // Trivial import; phases and fattening and such like preapplied
+  /////////////////////////////////////////////////////////////////
+  GaugeLinkField U(GaugeGrid());
+
+  for (int mu = 0; mu < Nd; mu++) {
+
+    U = PeekIndex<LorentzIndex>(_Utriple, mu);
+    PokeIndex<LorentzIndex>(UUUmu, U, mu );
+
+    U = adj( Cshift(U, mu, -3));
+    PokeIndex<LorentzIndex>(UUUmu, -U, mu+4 );
+
+    U = PeekIndex<LorentzIndex>(_Ufat, mu);
+    PokeIndex<LorentzIndex>(Umu, U, mu);
+
+    U = adj( Cshift(U, mu, -1));
+    PokeIndex<LorentzIndex>(Umu, -U, mu+4);
+
+  }
+  pickCheckerboard(Even, UmuEven,  Umu);
+  pickCheckerboard(Odd,  UmuOdd ,  Umu);
+  pickCheckerboard(Even, UUUmuEven,UUUmu);
+  pickCheckerboard(Odd,  UUUmuOdd, UUUmu);
+}
+template <class Impl>
+void ImprovedStaggeredFermion<Impl>::ImportGauge(const GaugeField &_Uthin,const GaugeField &_Ufat) 
+{
+  GaugeLinkField U(GaugeGrid());
+
+  ////////////////////////////////////////////////////////
+  // Double Store should take two fields for Naik and one hop separately.
+  ////////////////////////////////////////////////////////
+  Impl::DoubleStore(GaugeGrid(), UUUmu, Umu, _Uthin, _Ufat );
+
+  ////////////////////////////////////////////////////////
+  // Apply scale factors to get the right fermion Kinetic term
+  // Could pass coeffs into the double store to save work.
+  // 0.5 ( U p(x+mu) - Udag(x-mu) p(x-mu) ) 
+  ////////////////////////////////////////////////////////
+  for (int mu = 0; mu < Nd; mu++) {
+
+    U = PeekIndex<LorentzIndex>(Umu, mu);
+    PokeIndex<LorentzIndex>(Umu, U*( 0.5*c1/u0), mu );
+    
+    U = PeekIndex<LorentzIndex>(Umu, mu+4);
+    PokeIndex<LorentzIndex>(Umu, U*(-0.5*c1/u0), mu+4);
+
+    U = PeekIndex<LorentzIndex>(UUUmu, mu);
+    PokeIndex<LorentzIndex>(UUUmu, U*( 0.5*c2/u0/u0/u0), mu );
+    
+    U = PeekIndex<LorentzIndex>(UUUmu, mu+4);
+    PokeIndex<LorentzIndex>(UUUmu, U*(-0.5*c2/u0/u0/u0), mu+4);
+  }
+
+  pickCheckerboard(Even, UmuEven, Umu);
+  pickCheckerboard(Odd,  UmuOdd , Umu);
+  pickCheckerboard(Even, UUUmuEven, UUUmu);
+  pickCheckerboard(Odd,   UUUmuOdd, UUUmu);
+}
+
+/////////////////////////////
+// Implement the interface
+/////////////////////////////
+
+template <class Impl>
+RealD ImprovedStaggeredFermion<Impl>::M(const FermionField &in, FermionField &out) {
+  out.checkerboard = in.checkerboard;
+  Dhop(in, out, DaggerNo);
+  return axpy_norm(out, mass, in, out);
+}
+
+template <class Impl>
+RealD ImprovedStaggeredFermion<Impl>::Mdag(const FermionField &in, FermionField &out) {
+  out.checkerboard = in.checkerboard;
+  Dhop(in, out, DaggerYes);
+  return axpy_norm(out, mass, in, out);
+}
+
+template <class Impl>
+void ImprovedStaggeredFermion<Impl>::Meooe(const FermionField &in, FermionField &out) {
+  if (in.checkerboard == Odd) {
+    DhopEO(in, out, DaggerNo);
+  } else {
+    DhopOE(in, out, DaggerNo);
+  }
+}
+template <class Impl>
+void ImprovedStaggeredFermion<Impl>::MeooeDag(const FermionField &in, FermionField &out) {
+  if (in.checkerboard == Odd) {
+    DhopEO(in, out, DaggerYes);
+  } else {
+    DhopOE(in, out, DaggerYes);
+  }
+}
+
+template <class Impl>
+void ImprovedStaggeredFermion<Impl>::Mooee(const FermionField &in, FermionField &out) {
+  out.checkerboard = in.checkerboard;
+  typename FermionField::scalar_type scal(mass);
+  out = scal * in;
+}
+
+template <class Impl>
+void ImprovedStaggeredFermion<Impl>::MooeeDag(const FermionField &in, FermionField &out) {
+  out.checkerboard = in.checkerboard;
+  Mooee(in, out);
+}
+
+template <class Impl>
+void ImprovedStaggeredFermion<Impl>::MooeeInv(const FermionField &in, FermionField &out) {
+  out.checkerboard = in.checkerboard;
+  out = (1.0 / (mass)) * in;
+}
+
+template <class Impl>
+void ImprovedStaggeredFermion<Impl>::MooeeInvDag(const FermionField &in,
+                                      FermionField &out) {
+  out.checkerboard = in.checkerboard;
+  MooeeInv(in, out);
+}
+
+///////////////////////////////////
+// Internal
+///////////////////////////////////
+
+template <class Impl>
+void ImprovedStaggeredFermion<Impl>::DerivInternal(StencilImpl &st, DoubledGaugeField &U, DoubledGaugeField &UUU, 
+						   GaugeField & mat,
+						   const FermionField &A, const FermionField &B, int dag) {
+  assert((dag == DaggerNo) || (dag == DaggerYes));
+
+  Compressor compressor;
+
+  FermionField Btilde(B._grid);
+  FermionField Atilde(B._grid);
+  Atilde = A;
+
+  st.HaloExchange(B, compressor);
+
+  for (int mu = 0; mu < Nd; mu++) {
+
+    ////////////////////////
+    // Call the single hop
+    ////////////////////////
+    PARALLEL_FOR_LOOP
+    for (int sss = 0; sss < B._grid->oSites(); sss++) {
+      Kernels::DhopDir(st, U, UUU, st.CommBuf(), sss, sss, B, Btilde, mu,1);
+    }
+
+    // Force in three link terms
+    //
+    //    Impl::InsertForce4D(mat, Btilde, Atilde, mu);
+    //
+    // dU_ac(x)/dt = i p_ab U_bc(x)
+    //
+    // => dS_f/dt = dS_f/dU_ac(x) . dU_ac(x)/dt =  i p_ab U_bc(x) dS_f/dU_ac(x) 
+    //
+    // One link: form fragments S_f = A U B 
+    //
+    //         write Btilde = U(x) B(x+mu)
+    //
+    // mat+= TraceIndex<SpinIndex>(outerProduct(Btilde,A)); 
+    // 
+    // Three link: form fragments S_f = A UUU B 
+    //
+    // mat+= outer ( A, UUUB) <-- Best take DhopDeriv with one linke or identity matrix
+    // mat+= outer ( AU, UUB) <-- and then use covariant cshift?
+    // mat+= outer ( AUU, UB) <-- Returned from call to DhopDir
+
+    assert(0);// need to figure out the force interface with a blasted three link term.
+    
+  }
+}
+
+template <class Impl>
+void ImprovedStaggeredFermion<Impl>::DhopDeriv(GaugeField &mat, const FermionField &U, const FermionField &V, int dag) {
+
+  conformable(U._grid, _grid);
+  conformable(U._grid, V._grid);
+  conformable(U._grid, mat._grid);
+
+  mat.checkerboard = U.checkerboard;
+
+  DerivInternal(Stencil, Umu, UUUmu, mat, U, V, dag);
+}
+
+template <class Impl>
+void ImprovedStaggeredFermion<Impl>::DhopDerivOE(GaugeField &mat, const FermionField &U, const FermionField &V, int dag) {
+
+  conformable(U._grid, _cbgrid);
+  conformable(U._grid, V._grid);
+  conformable(U._grid, mat._grid);
+
+  assert(V.checkerboard == Even);
+  assert(U.checkerboard == Odd);
+  mat.checkerboard = Odd;
+
+  DerivInternal(StencilEven, UmuOdd, UUUmuOdd, mat, U, V, dag);
+}
+
+template <class Impl>
+void ImprovedStaggeredFermion<Impl>::DhopDerivEO(GaugeField &mat, const FermionField &U, const FermionField &V, int dag) {
+
+  conformable(U._grid, _cbgrid);
+  conformable(U._grid, V._grid);
+  conformable(U._grid, mat._grid);
+
+  assert(V.checkerboard == Odd);
+  assert(U.checkerboard == Even);
+  mat.checkerboard = Even;
+
+  DerivInternal(StencilOdd, UmuEven, UUUmuEven, mat, U, V, dag);
+}
+
+template <class Impl>
+void ImprovedStaggeredFermion<Impl>::Dhop(const FermionField &in, FermionField &out, int dag) {
+  conformable(in._grid, _grid);  // verifies full grid
+  conformable(in._grid, out._grid);
+
+  out.checkerboard = in.checkerboard;
+
+  DhopInternal(Stencil, Lebesgue, Umu, UUUmu, in, out, dag);
+}
+
+template <class Impl>
+void ImprovedStaggeredFermion<Impl>::DhopOE(const FermionField &in, FermionField &out, int dag) {
+  conformable(in._grid, _cbgrid);    // verifies half grid
+  conformable(in._grid, out._grid);  // drops the cb check
+
+  assert(in.checkerboard == Even);
+  out.checkerboard = Odd;
+
+  DhopInternal(StencilEven, LebesgueEvenOdd, UmuOdd, UUUmuOdd, in, out, dag);
+}
+
+template <class Impl>
+void ImprovedStaggeredFermion<Impl>::DhopEO(const FermionField &in, FermionField &out, int dag) {
+  conformable(in._grid, _cbgrid);    // verifies half grid
+  conformable(in._grid, out._grid);  // drops the cb check
+
+  assert(in.checkerboard == Odd);
+  out.checkerboard = Even;
+
+  DhopInternal(StencilOdd, LebesgueEvenOdd, UmuEven, UUUmuEven, in, out, dag);
+}
+
+template <class Impl>
+void ImprovedStaggeredFermion<Impl>::Mdir(const FermionField &in, FermionField &out, int dir, int disp) {
+  DhopDir(in, out, dir, disp);
+}
+
+template <class Impl>
+void ImprovedStaggeredFermion<Impl>::DhopDir(const FermionField &in, FermionField &out, int dir, int disp) {
+
+  Compressor compressor;
+  Stencil.HaloExchange(in, compressor);
+
+  PARALLEL_FOR_LOOP
+  for (int sss = 0; sss < in._grid->oSites(); sss++) {
+    Kernels::DhopDir(Stencil, Umu, UUUmu, Stencil.CommBuf(), sss, sss, in, out, dir, disp);
+  }
+};
+
+template <class Impl>
+void ImprovedStaggeredFermion<Impl>::DhopInternal(StencilImpl &st, LebesgueOrder &lo,
+						  DoubledGaugeField &U,
+						  DoubledGaugeField &UUU,
+						  const FermionField &in,
+						  FermionField &out, int dag) {
+  assert((dag == DaggerNo) || (dag == DaggerYes));
+
+  Compressor compressor;
+  st.HaloExchange(in, compressor);
+
+  if (dag == DaggerYes) {
+    PARALLEL_FOR_LOOP
+    for (int sss = 0; sss < in._grid->oSites(); sss++) {
+      Kernels::DhopSiteDag(st, lo, U, UUU, st.CommBuf(), 1, sss, in, out);
+    }
+  } else {
+    PARALLEL_FOR_LOOP
+    for (int sss = 0; sss < in._grid->oSites(); sss++) {
+      Kernels::DhopSite(st, lo, U, UUU, st.CommBuf(), 1, sss, in, out);
+    }
+  }
+};
+
+FermOpStaggeredTemplateInstantiate(ImprovedStaggeredFermion);
+
+  //AdjointFermOpTemplateInstantiate(ImprovedStaggeredFermion);
+  //TwoIndexFermOpTemplateInstantiate(ImprovedStaggeredFermion);
+
+}}

lib/qcd/action/fermion/ImprovedStaggeredFermion.h

@@ -0,0 +1,167 @@
+/*************************************************************************************
+
+Grid physics library, www.github.com/paboyle/Grid
+
+Source file: ./lib/qcd/action/fermion/ImprovedStaggered.h
+
+Copyright (C) 2015
+
+Author: Azusa Yamaguchi, Peter Boyle
+
+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_QCD_IMPR_STAG_FERMION_H
+#define GRID_QCD_IMPR_STAG_FERMION_H
+
+namespace Grid {
+
+namespace QCD {
+
+class ImprovedStaggeredFermionStatic {
+ public:
+  static const std::vector<int> directions;
+  static const std::vector<int> displacements;
+  static const int npoint = 16;
+};
+
+template <class Impl>
+class ImprovedStaggeredFermion : public StaggeredKernels<Impl>, public ImprovedStaggeredFermionStatic {
+ public:
+  INHERIT_IMPL_TYPES(Impl);
+  typedef StaggeredKernels<Impl> Kernels;
+
+  FermionField _tmp;
+  FermionField &tmp(void) { return _tmp; }
+
+  ///////////////////////////////////////////////////////////////
+  // Implement the abstract base
+  ///////////////////////////////////////////////////////////////
+  GridBase *GaugeGrid(void) { return _grid; }
+  GridBase *GaugeRedBlackGrid(void) { return _cbgrid; }
+  GridBase *FermionGrid(void) { return _grid; }
+  GridBase *FermionRedBlackGrid(void) { return _cbgrid; }
+
+  //////////////////////////////////////////////////////////////////
+  // override multiply; cut number routines if pass dagger argument
+  // and also make interface more uniformly consistent
+  //////////////////////////////////////////////////////////////////
+  RealD M(const FermionField &in, FermionField &out);
+  RealD Mdag(const FermionField &in, FermionField &out);
+
+  /////////////////////////////////////////////////////////
+  // half checkerboard operations
+  /////////////////////////////////////////////////////////
+  void Meooe(const FermionField &in, FermionField &out);
+  void MeooeDag(const FermionField &in, FermionField &out);
+  void Mooee(const FermionField &in, FermionField &out);
+  void MooeeDag(const FermionField &in, FermionField &out);
+  void MooeeInv(const FermionField &in, FermionField &out);
+  void MooeeInvDag(const FermionField &in, FermionField &out);
+
+  ////////////////////////
+  // Derivative interface
+  ////////////////////////
+  // Interface calls an internal routine
+  void DhopDeriv  (GaugeField &mat, const FermionField &U, const FermionField &V, int dag);
+  void DhopDerivOE(GaugeField &mat, const FermionField &U, const FermionField &V, int dag);
+  void DhopDerivEO(GaugeField &mat, const FermionField &U, const FermionField &V, int dag);
+
+  ///////////////////////////////////////////////////////////////
+  // non-hermitian hopping term; half cb or both
+  ///////////////////////////////////////////////////////////////
+  void Dhop  (const FermionField &in, FermionField &out, int dag);
+  void DhopOE(const FermionField &in, FermionField &out, int dag);
+  void DhopEO(const FermionField &in, FermionField &out, int dag);
+
+  ///////////////////////////////////////////////////////////////
+  // Multigrid assistance; force term uses too
+  ///////////////////////////////////////////////////////////////
+  void Mdir(const FermionField &in, FermionField &out, int dir, int disp);
+  void DhopDir(const FermionField &in, FermionField &out, int dir, int disp);
+
+  ///////////////////////////////////////////////////////////////
+  // Extra methods added by derived
+  ///////////////////////////////////////////////////////////////
+  void DerivInternal(StencilImpl &st, 
+		     DoubledGaugeField &U,DoubledGaugeField &UUU,
+		     GaugeField &mat, 
+		     const FermionField &A, const FermionField &B, int dag);
+
+  void DhopInternal(StencilImpl &st, LebesgueOrder &lo, DoubledGaugeField &U,DoubledGaugeField &UUU,
+                    const FermionField &in, FermionField &out, int dag);
+
+  // Constructor
+  ImprovedStaggeredFermion(GaugeField &_Uthin, GaugeField &_Ufat, GridCartesian &Fgrid,
+			   GridRedBlackCartesian &Hgrid, RealD _mass,
+			   RealD _c1=9.0/8.0, RealD _c2=-1.0/24.0,RealD _u0=1.0,
+			   const ImplParams &p = ImplParams());
+
+  ImprovedStaggeredFermion(GaugeField &_Uthin, GaugeField &_Utriple, GaugeField &_Ufat, GridCartesian &Fgrid,
+			   GridRedBlackCartesian &Hgrid, RealD _mass,
+			   const ImplParams &p = ImplParams());
+
+  ImprovedStaggeredFermion(GridCartesian &Fgrid, GridRedBlackCartesian &Hgrid, RealD _mass,
+			   const ImplParams &p = ImplParams());
+
+
+  // DoubleStore impl dependent
+  void ImportGaugeSimple(const GaugeField &_Utriple, const GaugeField &_Ufat);
+  void ImportGauge(const GaugeField &_Uthin, const GaugeField &_Ufat);
+  void ImportGauge(const GaugeField &_Uthin);
+
+  ///////////////////////////////////////////////////////////////
+  // Data members require to support the functionality
+  ///////////////////////////////////////////////////////////////
+
+  //    protected:
+ public:
+  // any other parameters of action ???
+
+  RealD mass;
+  RealD u0;
+  RealD c1;
+  RealD c2;
+
+  GridBase *_grid;
+  GridBase *_cbgrid;
+
+  // Defines the stencils for even and odd
+  StencilImpl Stencil;
+  StencilImpl StencilEven;
+  StencilImpl StencilOdd;
+
+  // Copy of the gauge field , with even and odd subsets
+  DoubledGaugeField Umu;
+  DoubledGaugeField UmuEven;
+  DoubledGaugeField UmuOdd;
+
+  DoubledGaugeField UUUmu;
+  DoubledGaugeField UUUmuEven;
+  DoubledGaugeField UUUmuOdd;
+
+  LebesgueOrder Lebesgue;
+  LebesgueOrder LebesgueEvenOdd;
+};
+
+typedef ImprovedStaggeredFermion<StaggeredImplF> ImprovedStaggeredFermionF;
+typedef ImprovedStaggeredFermion<StaggeredImplD> ImprovedStaggeredFermionD;
+
+}
+}
+#endif

lib/qcd/action/fermion/ImprovedStaggeredFermion5D.cc

@@ -0,0 +1,355 @@
+/*************************************************************************************
+
+    Grid physics library, www.github.com/paboyle/Grid 
+
+    Source file: ./lib/qcd/action/fermion/ImprovedStaggeredFermion5D.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/qcd/action/fermion/FermionCore.h>
+#include <Grid/qcd/action/fermion/ImprovedStaggeredFermion5D.h>
+#include <Grid/perfmon/PerfCount.h>
+
+namespace Grid {
+namespace QCD {
+  
+// S-direction is INNERMOST and takes no part in the parity.
+const std::vector<int> 
+ImprovedStaggeredFermion5DStatic::directions({1,2,3,4,1,2,3,4,1,2,3,4,1,2,3,4});
+const std::vector<int> 
+ImprovedStaggeredFermion5DStatic::displacements({1, 1, 1, 1, -1, -1, -1, -1, 3, 3, 3, 3, -3, -3, -3, -3});
+
+  // 5d lattice for DWF.
+template<class Impl>
+ImprovedStaggeredFermion5D<Impl>::ImprovedStaggeredFermion5D(GaugeField &_Uthin,GaugeField &_Ufat,
+							     GridCartesian         &FiveDimGrid,
+							     GridRedBlackCartesian &FiveDimRedBlackGrid,
+							     GridCartesian         &FourDimGrid,
+							     GridRedBlackCartesian &FourDimRedBlackGrid,
+							     RealD _mass,
+							     RealD _c1,RealD _c2, RealD _u0,
+							     const ImplParams &p) :
+  Kernels(p),
+  _FiveDimGrid        (&FiveDimGrid),
+  _FiveDimRedBlackGrid(&FiveDimRedBlackGrid),
+  _FourDimGrid        (&FourDimGrid),
+  _FourDimRedBlackGrid(&FourDimRedBlackGrid),
+  Stencil    (&FiveDimGrid,npoint,Even,directions,displacements),
+  StencilEven(&FiveDimRedBlackGrid,npoint,Even,directions,displacements), // source is Even
+  StencilOdd (&FiveDimRedBlackGrid,npoint,Odd ,directions,displacements), // source is Odd
+  mass(_mass),
+  c1(_c1),
+  c2(_c2),
+  u0(_u0),
+  Umu(&FourDimGrid),
+  UmuEven(&FourDimRedBlackGrid),
+  UmuOdd (&FourDimRedBlackGrid),
+  UUUmu(&FourDimGrid),
+  UUUmuEven(&FourDimRedBlackGrid),
+  UUUmuOdd(&FourDimRedBlackGrid),
+  Lebesgue(&FourDimGrid),
+  LebesgueEvenOdd(&FourDimRedBlackGrid),
+  _tmp(&FiveDimRedBlackGrid)
+{
+
+  // some assertions
+  assert(FiveDimGrid._ndimension==5);
+  assert(FourDimGrid._ndimension==4);
+  assert(FourDimRedBlackGrid._ndimension==4);
+  assert(FiveDimRedBlackGrid._ndimension==5);
+  assert(FiveDimRedBlackGrid._checker_dim==1); // Don't checker the s direction
+
+  // extent of fifth dim and not spread out
+  Ls=FiveDimGrid._fdimensions[0];
+  assert(FiveDimRedBlackGrid._fdimensions[0]==Ls);
+  assert(FiveDimGrid._processors[0]         ==1);
+  assert(FiveDimRedBlackGrid._processors[0] ==1);
+
+  // Other dimensions must match the decomposition of the four-D fields 
+  for(int d=0;d<4;d++){
+    assert(FiveDimGrid._processors[d+1]         ==FourDimGrid._processors[d]);
+    assert(FiveDimRedBlackGrid._processors[d+1] ==FourDimGrid._processors[d]);
+    assert(FourDimRedBlackGrid._processors[d]   ==FourDimGrid._processors[d]);
+
+    assert(FiveDimGrid._fdimensions[d+1]        ==FourDimGrid._fdimensions[d]);
+    assert(FiveDimRedBlackGrid._fdimensions[d+1]==FourDimGrid._fdimensions[d]);
+    assert(FourDimRedBlackGrid._fdimensions[d]  ==FourDimGrid._fdimensions[d]);
+
+    assert(FiveDimGrid._simd_layout[d+1]        ==FourDimGrid._simd_layout[d]);
+    assert(FiveDimRedBlackGrid._simd_layout[d+1]==FourDimGrid._simd_layout[d]);
+    assert(FourDimRedBlackGrid._simd_layout[d]  ==FourDimGrid._simd_layout[d]);
+  }
+
+  if (Impl::LsVectorised) { 
+
+    int nsimd = Simd::Nsimd();
+    
+    // Dimension zero of the five-d is the Ls direction
+    assert(FiveDimGrid._simd_layout[0]        ==nsimd);
+    assert(FiveDimRedBlackGrid._simd_layout[0]==nsimd);
+
+    for(int d=0;d<4;d++){
+      assert(FourDimGrid._simd_layout[d]=1);
+      assert(FourDimRedBlackGrid._simd_layout[d]=1);
+      assert(FiveDimRedBlackGrid._simd_layout[d+1]==1);
+    }
+
+  } else {
+    
+    // Dimension zero of the five-d is the Ls direction
+    assert(FiveDimRedBlackGrid._simd_layout[0]==1);
+    assert(FiveDimGrid._simd_layout[0]        ==1);
+
+  }
+
+  // Allocate the required comms buffer
+  ImportGauge(_Uthin,_Ufat);
+}
+
+template <class Impl>
+void ImprovedStaggeredFermion5D<Impl>::ImportGauge(const GaugeField &_Uthin) 
+{
+  ImportGauge(_Uthin,_Uthin);
+};
+template<class Impl>
+void ImprovedStaggeredFermion5D<Impl>::ImportGauge(const GaugeField &_Uthin,const GaugeField &_Ufat)
+{
+  ////////////////////////////////////////////////////////
+  // Double Store should take two fields for Naik and one hop separately.
+  ////////////////////////////////////////////////////////
+  Impl::DoubleStore(GaugeGrid(), UUUmu, Umu, _Uthin, _Ufat );
+
+  ////////////////////////////////////////////////////////
+  // Apply scale factors to get the right fermion Kinetic term
+  // Could pass coeffs into the double store to save work.
+  // 0.5 ( U p(x+mu) - Udag(x-mu) p(x-mu) ) 
+  ////////////////////////////////////////////////////////
+  for (int mu = 0; mu < Nd; mu++) {
+
+    auto U = PeekIndex<LorentzIndex>(Umu, mu);
+    PokeIndex<LorentzIndex>(Umu, U*( 0.5*c1/u0), mu );
+    
+    U = PeekIndex<LorentzIndex>(Umu, mu+4);
+    PokeIndex<LorentzIndex>(Umu, U*(-0.5*c1/u0), mu+4);
+
+    U = PeekIndex<LorentzIndex>(UUUmu, mu);
+    PokeIndex<LorentzIndex>(UUUmu, U*( 0.5*c2/u0/u0/u0), mu );
+    
+    U = PeekIndex<LorentzIndex>(UUUmu, mu+4);
+    PokeIndex<LorentzIndex>(UUUmu, U*(-0.5*c2/u0/u0/u0), mu+4);
+  }
+
+  pickCheckerboard(Even, UmuEven, Umu);
+  pickCheckerboard(Odd,  UmuOdd , Umu);
+  pickCheckerboard(Even, UUUmuEven, UUUmu);
+  pickCheckerboard(Odd,  UUUmuOdd, UUUmu);
+}
+template<class Impl>
+void ImprovedStaggeredFermion5D<Impl>::DhopDir(const FermionField &in, FermionField &out,int dir5,int disp)
+{
+  int dir = dir5-1; // Maps to the ordering above in "directions" that is passed to stencil
+                    // we drop off the innermost fifth dimension
+
+  Compressor compressor;
+  Stencil.HaloExchange(in,compressor);
+
+  parallel_for(int ss=0;ss<Umu._grid->oSites();ss++){
+    for(int s=0;s<Ls;s++){
+      int sU=ss;
+      int sF = s+Ls*sU; 
+      Kernels::DhopDir(Stencil, Umu, UUUmu, Stencil.CommBuf(), sF, sU, in, out, dir, disp);
+    }
+  }
+};
+
+template<class Impl>
+void ImprovedStaggeredFermion5D<Impl>::DerivInternal(StencilImpl & st,
+            DoubledGaugeField & U,
+            DoubledGaugeField & UUU,
+            GaugeField &mat,
+            const FermionField &A,
+            const FermionField &B,
+            int dag)
+{
+  // No force terms in multi-rhs solver staggered
+  assert(0);
+}
+
+template<class Impl>
+void ImprovedStaggeredFermion5D<Impl>::DhopDeriv(GaugeField &mat,
+				      const FermionField &A,
+				      const FermionField &B,
+				      int dag)
+{
+  assert(0);
+}
+
+template<class Impl>
+void ImprovedStaggeredFermion5D<Impl>::DhopDerivEO(GaugeField &mat,
+					const FermionField &A,
+					const FermionField &B,
+					int dag)
+{
+  assert(0);
+}
+
+
+template<class Impl>
+void ImprovedStaggeredFermion5D<Impl>::DhopDerivOE(GaugeField &mat,
+					const FermionField &A,
+					const FermionField &B,
+					int dag)
+{
+  assert(0);
+}
+
+template<class Impl>
+void ImprovedStaggeredFermion5D<Impl>::DhopInternal(StencilImpl & st, LebesgueOrder &lo,
+						    DoubledGaugeField & U,DoubledGaugeField & UUU,
+						    const FermionField &in, FermionField &out,int dag)
+{
+  Compressor compressor;
+  int LLs = in._grid->_rdimensions[0];
+  st.HaloExchange(in,compressor);
+  
+  // Dhop takes the 4d grid from U, and makes a 5d index for fermion
+  if (dag == DaggerYes) {
+    parallel_for (int ss = 0; ss < U._grid->oSites(); ss++) {
+      int sU=ss;
+      Kernels::DhopSiteDag(st, lo, U, UUU, st.CommBuf(), LLs, sU,in, out);
+    }
+  } else {
+    parallel_for (int ss = 0; ss < U._grid->oSites(); ss++) {
+      int sU=ss;
+	Kernels::DhopSite(st,lo,U,UUU,st.CommBuf(),LLs,sU,in,out);
+    }
+  }
+}
+
+
+template<class Impl>
+void ImprovedStaggeredFermion5D<Impl>::DhopOE(const FermionField &in, FermionField &out,int dag)
+{
+  conformable(in._grid,FermionRedBlackGrid());    // verifies half grid
+  conformable(in._grid,out._grid); // drops the cb check
+
+  assert(in.checkerboard==Even);
+  out.checkerboard = Odd;
+
+  DhopInternal(StencilEven,LebesgueEvenOdd,UmuOdd,UUUmuOdd,in,out,dag);
+}
+template<class Impl>
+void ImprovedStaggeredFermion5D<Impl>::DhopEO(const FermionField &in, FermionField &out,int dag)
+{
+  conformable(in._grid,FermionRedBlackGrid());    // verifies half grid
+  conformable(in._grid,out._grid); // drops the cb check
+
+  assert(in.checkerboard==Odd);
+  out.checkerboard = Even;
+
+  DhopInternal(StencilOdd,LebesgueEvenOdd,UmuEven,UUUmuEven,in,out,dag);
+}
+template<class Impl>
+void ImprovedStaggeredFermion5D<Impl>::Dhop(const FermionField &in, FermionField &out,int dag)
+{
+  conformable(in._grid,FermionGrid()); // verifies full grid
+  conformable(in._grid,out._grid);
+
+  out.checkerboard = in.checkerboard;
+
+  DhopInternal(Stencil,Lebesgue,Umu,UUUmu,in,out,dag);
+}
+
+
+/////////////////////////////////////////////////////////////////////////
+// Implement the general interface. Here we use SAME mass on all slices
+/////////////////////////////////////////////////////////////////////////
+template <class Impl>
+void ImprovedStaggeredFermion5D<Impl>::Mdir(const FermionField &in, FermionField &out, int dir, int disp) {
+  DhopDir(in, out, dir, disp);
+}
+template <class Impl>
+RealD ImprovedStaggeredFermion5D<Impl>::M(const FermionField &in, FermionField &out) {
+  out.checkerboard = in.checkerboard;
+  Dhop(in, out, DaggerNo);
+  return axpy_norm(out, mass, in, out);
+}
+
+template <class Impl>
+RealD ImprovedStaggeredFermion5D<Impl>::Mdag(const FermionField &in, FermionField &out) {
+  out.checkerboard = in.checkerboard;
+  Dhop(in, out, DaggerYes);
+  return axpy_norm(out, mass, in, out);
+}
+
+template <class Impl>
+void ImprovedStaggeredFermion5D<Impl>::Meooe(const FermionField &in, FermionField &out) {
+  if (in.checkerboard == Odd) {
+    DhopEO(in, out, DaggerNo);
+  } else {
+    DhopOE(in, out, DaggerNo);
+  }
+}
+template <class Impl>
+void ImprovedStaggeredFermion5D<Impl>::MeooeDag(const FermionField &in, FermionField &out) {
+  if (in.checkerboard == Odd) {
+    DhopEO(in, out, DaggerYes);
+  } else {
+    DhopOE(in, out, DaggerYes);
+  }
+}
+
+template <class Impl>
+void ImprovedStaggeredFermion5D<Impl>::Mooee(const FermionField &in, FermionField &out) {
+  out.checkerboard = in.checkerboard;
+  typename FermionField::scalar_type scal(mass);
+  out = scal * in;
+}
+
+template <class Impl>
+void ImprovedStaggeredFermion5D<Impl>::MooeeDag(const FermionField &in, FermionField &out) {
+  out.checkerboard = in.checkerboard;
+  Mooee(in, out);
+}
+
+template <class Impl>
+void ImprovedStaggeredFermion5D<Impl>::MooeeInv(const FermionField &in, FermionField &out) {
+  out.checkerboard = in.checkerboard;
+  out = (1.0 / (mass)) * in;
+}
+
+template <class Impl>
+void ImprovedStaggeredFermion5D<Impl>::MooeeInvDag(const FermionField &in,
+                                      FermionField &out) {
+  out.checkerboard = in.checkerboard;
+  MooeeInv(in, out);
+}
+
+
+FermOpStaggeredTemplateInstantiate(ImprovedStaggeredFermion5D);
+FermOpStaggeredVec5dTemplateInstantiate(ImprovedStaggeredFermion5D);
+  
+}}
+
+
+

lib/qcd/action/fermion/ImprovedStaggeredFermion5D.h

@@ -0,0 +1,167 @@
+
+    /*************************************************************************************
+
+    Grid physics library, www.github.com/paboyle/Grid 
+
+    Source file: ./lib/qcd/action/fermion/ImprovedStaggeredFermion5D.h
+
+    Copyright (C) 2015
+
+Author: Peter Boyle <paboyle@ph.ed.ac.uk>
+Author: AzusaYamaguchi <ayamaguc@staffmail.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_QCD_IMPROVED_STAGGERED_FERMION_5D_H
+#define  GRID_QCD_IMPROVED_STAGGERED_FERMION_5D_H
+
+namespace Grid {
+namespace QCD {
+
+  ////////////////////////////////////////////////////////////////////////////////
+  // This is the 4d red black case appropriate to support
+  ////////////////////////////////////////////////////////////////////////////////
+
+    class ImprovedStaggeredFermion5DStatic { 
+    public:
+      // S-direction is INNERMOST and takes no part in the parity.
+      static const std::vector<int> directions;
+      static const std::vector<int> displacements;
+      const int npoint = 16;
+    };
+
+    template<class Impl>
+    class ImprovedStaggeredFermion5D :  public StaggeredKernels<Impl>, public ImprovedStaggeredFermion5DStatic 
+    {
+    public:
+      INHERIT_IMPL_TYPES(Impl);
+      typedef StaggeredKernels<Impl> Kernels;
+
+      FermionField _tmp;
+      FermionField &tmp(void) { return _tmp; }
+
+      ///////////////////////////////////////////////////////////////
+      // Implement the abstract base
+      ///////////////////////////////////////////////////////////////
+      GridBase *GaugeGrid(void)              { return _FourDimGrid ;}
+      GridBase *GaugeRedBlackGrid(void)      { return _FourDimRedBlackGrid ;}
+      GridBase *FermionGrid(void)            { return _FiveDimGrid;}
+      GridBase *FermionRedBlackGrid(void)    { return _FiveDimRedBlackGrid;}
+
+      // full checkerboard operations; leave unimplemented as abstract for now
+      RealD  M    (const FermionField &in, FermionField &out);
+      RealD  Mdag (const FermionField &in, FermionField &out);
+
+      // half checkerboard operations
+      void   Meooe       (const FermionField &in, FermionField &out);
+      void   Mooee       (const FermionField &in, FermionField &out);
+      void   MooeeInv    (const FermionField &in, FermionField &out);
+
+      void   MeooeDag    (const FermionField &in, FermionField &out);
+      void   MooeeDag    (const FermionField &in, FermionField &out);
+      void   MooeeInvDag (const FermionField &in, FermionField &out);
+
+      void   Mdir   (const FermionField &in, FermionField &out,int dir,int disp);
+      void DhopDir(const FermionField &in, FermionField &out,int dir,int disp);
+
+      // These can be overridden by fancy 5d chiral action
+      void DhopDeriv  (GaugeField &mat,const FermionField &U,const FermionField &V,int dag);
+      void DhopDerivEO(GaugeField &mat,const FermionField &U,const FermionField &V,int dag);
+      void DhopDerivOE(GaugeField &mat,const FermionField &U,const FermionField &V,int dag);
+
+      // Implement hopping term non-hermitian hopping term; half cb or both
+      void Dhop  (const FermionField &in, FermionField &out,int dag);
+      void DhopOE(const FermionField &in, FermionField &out,int dag);
+      void DhopEO(const FermionField &in, FermionField &out,int dag);
+
+    
+    ///////////////////////////////////////////////////////////////
+    // New methods added 
+    ///////////////////////////////////////////////////////////////
+    void DerivInternal(StencilImpl & st,
+		       DoubledGaugeField & U,
+		       DoubledGaugeField & UUU,
+		       GaugeField &mat,
+		       const FermionField &A,
+		       const FermionField &B,
+		       int dag);
+    
+    void DhopInternal(StencilImpl & st,
+		      LebesgueOrder &lo,
+		      DoubledGaugeField &U,
+		      DoubledGaugeField &UUU,
+		      const FermionField &in, 
+		      FermionField &out,
+		      int dag);
+    
+    // Constructors
+    ImprovedStaggeredFermion5D(GaugeField &_Uthin,
+			       GaugeField &_Ufat,
+			       GridCartesian         &FiveDimGrid,
+			       GridRedBlackCartesian &FiveDimRedBlackGrid,
+			       GridCartesian         &FourDimGrid,
+			       GridRedBlackCartesian &FourDimRedBlackGrid,
+			       double _mass,
+			       RealD _c1=9.0/8.0, RealD _c2=-1.0/24.0,RealD _u0=1.0,
+			       const ImplParams &p= ImplParams());
+    
+    // DoubleStore
+    void ImportGauge(const GaugeField &_U);
+    void ImportGauge(const GaugeField &_Uthin,const GaugeField &_Ufat);
+    
+    ///////////////////////////////////////////////////////////////
+    // Data members require to support the functionality
+    ///////////////////////////////////////////////////////////////
+  public:
+    
+    GridBase *_FourDimGrid;
+    GridBase *_FourDimRedBlackGrid;
+    GridBase *_FiveDimGrid;
+    GridBase *_FiveDimRedBlackGrid;
+    
+    RealD mass;
+    RealD c1;
+    RealD c2;
+    RealD u0;
+    int Ls;
+    
+    //Defines the stencils for even and odd
+    StencilImpl Stencil; 
+    StencilImpl StencilEven; 
+    StencilImpl StencilOdd; 
+    
+    // Copy of the gauge field , with even and odd subsets
+    DoubledGaugeField Umu;
+    DoubledGaugeField UmuEven;
+    DoubledGaugeField UmuOdd;
+
+    DoubledGaugeField UUUmu;
+    DoubledGaugeField UUUmuEven;
+    DoubledGaugeField UUUmuOdd;
+    
+    LebesgueOrder Lebesgue;
+    LebesgueOrder LebesgueEvenOdd;
+    
+    // Comms buffer
+    std::vector<SiteHalfSpinor,alignedAllocator<SiteHalfSpinor> >  comm_buf;
+    
+  };
+
+}}
+
+#endif

lib/qcd/action/fermion/MobiusFermion.h

@@ -29,7 +29,7 @@ Author: Peter Boyle <paboyle@ph.ed.ac.uk>
 #ifndef  GRID_QCD_MOBIUS_FERMION_H
 #define  GRID_QCD_MOBIUS_FERMION_H
 
-#include <Grid/Grid.h>
+#include <Grid/qcd/action/fermion/FermionCore.h>
 
 namespace Grid {
 

lib/qcd/action/fermion/MobiusZolotarevFermion.h

@@ -29,7 +29,7 @@ Author: Peter Boyle <paboyle@ph.ed.ac.uk>
 #ifndef  GRID_QCD_MOBIUS_ZOLOTAREV_FERMION_H
 #define  GRID_QCD_MOBIUS_ZOLOTAREV_FERMION_H
 
-#include <Grid/Grid.h>
+#include <Grid/qcd/action/fermion/FermionCore.h>
 
 namespace Grid {
 

lib/qcd/action/fermion/OverlapWilsonCayleyTanhFermion.h

@@ -29,7 +29,7 @@ Author: Peter Boyle <paboyle@ph.ed.ac.uk>
 #ifndef OVERLAP_WILSON_CAYLEY_TANH_FERMION_H
 #define OVERLAP_WILSON_CAYLEY_TANH_FERMION_H
 
-#include <Grid/Grid.h>
+#include <Grid/qcd/action/fermion/FermionCore.h>
 
 namespace Grid {