Bump volume for Gerardo

Conflicts:
	benchmarks/Benchmark_su3.cc

.gitignore

@@ -93,6 +93,7 @@ build*/*
 *.xcodeproj/*
 build.sh
 .vscode
+*.code-workspace
 
 # Eigen source #
 ################
@@ -122,4 +123,10 @@ make-bin-BUCK.sh
 #####################
 lib/qcd/spin/gamma-gen/*.h
 lib/qcd/spin/gamma-gen/*.cc
+lib/version.h
 
+# vs code editor files #
+########################
+.vscode/
+.vscode/settings.json
+settings.json

.travis.yml

@@ -44,3 +44,4 @@ script:
     - make -j4
     - ./benchmarks/Benchmark_dwf --threads 1 --debug-signals
     - make check
+

Makefile.am

@@ -5,6 +5,10 @@ include $(top_srcdir)/doxygen.inc
 
 bin_SCRIPTS=grid-config
 
+BUILT_SOURCES = version.h
+
+version.h:
+	echo "`git log -n 1 --format=format:"#define GITHASH \\"%H:%d\\"%n" HEAD`" > $(srcdir)/lib/version.h
 
 .PHONY: bench check tests doxygen-run doxygen-doc $(DX_PS_GOAL) $(DX_PDF_GOAL)
 

README.md

@@ -187,10 +187,11 @@ Alternatively, some CPU codenames can be directly used:
 | `<code>`    | Description                            |
 | ----------- | -------------------------------------- |
 | `KNL`       | [Intel Xeon Phi codename Knights Landing](http://ark.intel.com/products/codename/48999/Knights-Landing) |
+| `SKL`       | [Intel Skylake with AVX512 extensions](https://ark.intel.com/products/codename/37572/Skylake#@server) |
 | `BGQ`       | Blue Gene/Q                            |
 
 #### Notes:
-- We currently support AVX512 only for the Intel compiler. Support for GCC and clang will appear in future versions of Grid when the AVX512 support within GCC and clang will be more advanced.
+- We currently support AVX512 for the Intel compiler and GCC (KNL and SKL target). Support for clang will appear in future versions of Grid when the AVX512 support in the compiler will be more advanced.
 - For BG/Q only [bgclang](http://trac.alcf.anl.gov/projects/llvm-bgq) is supported. We do not presently plan to support more compilers for this platform.
 - BG/Q performances are currently rather poor. This is being investigated for future versions.
 - The vector size for the `GEN` target can be specified with the `configure` script option `--enable-gen-simd-width`.

TODO

@@ -1,21 +1,37 @@
 TODO:
 ---------------
 
-Large item work list:
+Code item work list
 
-1)- BG/Q port and check
-2)- Christoph's local basis expansion Lanczos
-3)- Precision conversion and sort out localConvert      <-- partial
+a) namespaces & indentation
+ GRID_BEGIN_NAMESPACE();
+ GRID_END_NAMESPACE();
+-- delete QCD namespace
 
-  - Consistent linear solver flop count/rate -- PARTIAL, time but no flop/s yet
-4)- Physical propagator interface
-5)- Conserved currents
-6)- Multigrid Wilson and DWF, compare to other Multigrid implementations
-7)- HDCR resume
+b) GPU branch
+- start branch
+- Increase Macro use in core library support; prepare for change
+- Audit volume of "device" code
+- Virtual function audit
+- Start port once Nvidia box is up
+- Cut down volume of code for first port? How?
 
+Physics item work list:
+
+1)- BG/Q port and check ; Andrew says ok.
+2)- Consistent linear solver flop count/rate -- PARTIAL, time but no flop/s yet
+3)- Physical propagator interface
+4)- Multigrid Wilson and DWF, compare to other Multigrid implementations
+5)- HDCR resume
+
+----------------------------
 Recent DONE 
-
--- MultiRHS with spread out extra dim -- Go through filesystem with SciDAC I/O.  <--- DONE
+-- RNG I/O in ILDG/SciDAC (minor) 
+-- Precision conversion and sort out localConvert      <-- partial/easy
+-- Conserved currents (Andrew)
+-- Split grid
+-- Christoph's local basis expansion Lanczos
+-- MultiRHS with spread out extra dim -- Go through filesystem with SciDAC I/O ; <-- DONE ; bmark cori
 -- Lanczos Remove DenseVector, DenseMatrix; Use Eigen instead. <-- DONE
 -- GaugeFix into central location                      <-- DONE
 -- Scidac and Ildg metadata handling                   <-- DONE

VERSION

@@ -1,4 +1,4 @@
-Version : 0.7.0
+Version : 0.8.0
 
 - Clang 3.5 and above, ICPC v16 and above, GCC 6.3 and above recommended
 - MPI and MPI3 comms optimisations for KNL and OPA finished

benchmarks/Benchmark_IO.cc

@@ -0,0 +1,108 @@
+#include <Grid/Grid.h>
+#ifdef HAVE_LIME
+
+using namespace std;
+using namespace Grid;
+using namespace Grid::QCD;
+
+#define MSG cout << GridLogMessage
+#define SEP \
+"============================================================================="
+#ifndef BENCH_IO_LMAX
+#define BENCH_IO_LMAX 40
+#endif
+
+typedef function<void(const string, LatticeFermion &)> WriterFn;
+typedef function<void(LatticeFermion &, const string)> ReaderFn;
+
+string filestem(const int l)
+{
+  return "iobench_l" + to_string(l);
+}
+
+void limeWrite(const string filestem, LatticeFermion &vec)
+{
+  emptyUserRecord record;
+  ScidacWriter    binWriter(vec._grid->IsBoss());
+
+  binWriter.open(filestem + ".bin");
+  binWriter.writeScidacFieldRecord(vec, record);
+  binWriter.close();
+}
+
+void limeRead(LatticeFermion &vec, const string filestem)
+{
+  emptyUserRecord record;
+  ScidacReader    binReader;
+
+  binReader.open(filestem + ".bin");
+  binReader.readScidacFieldRecord(vec, record);
+  binReader.close();
+}
+
+void writeBenchmark(const int l, const WriterFn &write)
+{
+  auto                      mpi  = GridDefaultMpi();
+  auto                      simd = GridDefaultSimd(Nd, vComplex::Nsimd());
+  vector<int>               latt = {l*mpi[0], l*mpi[1], l*mpi[2], l*mpi[3]};
+  unique_ptr<GridCartesian> gPt(SpaceTimeGrid::makeFourDimGrid(latt, simd, mpi));
+  GridCartesian             *g = gPt.get();
+  GridParallelRNG           rng(g);
+  LatticeFermion            vec(g);
+  emptyUserRecord           record;
+  ScidacWriter              binWriter(g->IsBoss());
+
+  cout << "-- Local volume " << l << "^4" << endl;
+  random(rng, vec);
+  write(filestem(l), vec);
+}
+
+void readBenchmark(const int l, const ReaderFn &read)
+{
+  auto                      mpi  = GridDefaultMpi();
+  auto                      simd = GridDefaultSimd(Nd, vComplex::Nsimd());
+  vector<int>               latt = {l*mpi[0], l*mpi[1], l*mpi[2], l*mpi[3]};
+  unique_ptr<GridCartesian> gPt(SpaceTimeGrid::makeFourDimGrid(latt, simd, mpi));
+  GridCartesian             *g = gPt.get();
+  LatticeFermion            vec(g);
+  emptyUserRecord           record;
+  ScidacReader              binReader;
+
+  cout << "-- Local volume " << l << "^4" << endl;
+  read(vec, filestem(l));
+}
+
+int main (int argc, char ** argv)
+{
+  Grid_init(&argc,&argv);
+
+  auto simd = GridDefaultSimd(Nd,vComplex::Nsimd());
+  auto mpi  = GridDefaultMpi();
+
+  int64_t threads = GridThread::GetThreads();
+  MSG << "Grid is setup to use " << threads << " threads" << endl;
+  MSG << SEP << endl;
+  MSG << "Benchmark Lime write" << endl;
+  MSG << SEP << endl;
+  for (int l = 4; l <= BENCH_IO_LMAX; l += 2)
+  {
+    writeBenchmark(l, limeWrite);
+  }
+
+  MSG << "Benchmark Lime read" << endl;
+  MSG << SEP << endl;
+  for (int l = 4; l <= BENCH_IO_LMAX; l += 2)
+  {
+    readBenchmark(l, limeRead);
+  }
+
+  Grid_finalize();
+
+  return EXIT_SUCCESS;
+}
+#else
+int main (int argc, char ** argv)
+{
+  return EXIT_SUCCESS;
+}
+#endif

benchmarks/Benchmark_ITT.cc

@@ -158,8 +158,10 @@ public:
 
 	  dbytes=0;
 	  ncomm=0;
-
-	  parallel_for(int dir=0;dir<8;dir++){
+#ifdef GRID_OMP
+#pragma omp parallel for num_threads(Grid::CartesianCommunicator::nCommThreads)
+#endif
+	  for(int dir=0;dir<8;dir++){
 
 	    double tbytes;
 	    int mu =dir % 4;
@@ -175,9 +177,14 @@ public:
 		int comm_proc = mpi_layout[mu]-1;
 		Grid.ShiftedRanks(mu,comm_proc,xmit_to_rank,recv_from_rank);
 	      }
+#ifdef GRID_OMP
+	int tid = omp_get_thread_num(); 
+#else 
+        int tid = dir;
+#endif
 	      tbytes= Grid.StencilSendToRecvFrom((void *)&xbuf[dir][0], xmit_to_rank,
 						 (void *)&rbuf[dir][0], recv_from_rank,
-						 bytes,dir);
+						 bytes,tid);
 	  
 #ifdef GRID_OMP
 #pragma omp atomic
@@ -232,9 +239,13 @@ public:
     std::cout<<GridLogMessage << "=================================================================================="<<std::endl;
     std::cout<<GridLogMessage << "= Benchmarking a*x + y bandwidth"<<std::endl;
     std::cout<<GridLogMessage << "=================================================================================="<<std::endl;
-    std::cout<<GridLogMessage << "  L  "<<"\t\t"<<"bytes"<<"\t\t\t"<<"GB/s"<<"\t\t"<<"Gflop/s"<<"\t\t seconds"<<std::endl;
+    std::cout<<GridLogMessage << "  L  "<<"\t\t"<<"bytes"<<"\t\t\t"<<"GB/s"<<"\t\t"<<"Gflop/s"<<"\t\t seconds"<< "\t\tGB/s / node"<<std::endl;
     std::cout<<GridLogMessage << "----------------------------------------------------------"<<std::endl;
   
+    uint64_t NP;
+    uint64_t NN;
+
+
   uint64_t lmax=48;
 #define NLOOP (100*lmax*lmax*lmax*lmax/lat/lat/lat/lat)
 
@@ -245,6 +256,9 @@ public:
       int64_t vol= latt_size[0]*latt_size[1]*latt_size[2]*latt_size[3];
       GridCartesian     Grid(latt_size,simd_layout,mpi_layout);
 
+      NP= Grid.RankCount();
+      NN =Grid.NodeCount();
+
       Vec rn ; random(sRNG,rn);
 
       LatticeVec z(&Grid); z=rn;
@@ -266,7 +280,8 @@ public:
       double flops=vol*Nvec*2;// mul,add
       double bytes=3.0*vol*Nvec*sizeof(Real);
       std::cout<<GridLogMessage<<std::setprecision(3) 
-	       << lat<<"\t\t"<<bytes<<"   \t\t"<<bytes/time<<"\t\t"<<flops/time<<"\t\t"<<(stop-start)/1000./1000.<<std::endl;
+	       << lat<<"\t\t"<<bytes<<"   \t\t"<<bytes/time<<"\t\t"<<flops/time<<"\t\t"<<(stop-start)/1000./1000.
+	       << "\t\t"<< bytes/time/NN <<std::endl;
 
     }
   };
@@ -387,6 +402,8 @@ public:
 	std::cout<<GridLogMessage << "=================================================================================="<<std::endl;
 
 	int nwarm = 100;
+	uint64_t ncall = 1000;
+
 	double t0=usecond();
 	sFGrid->Barrier();
 	for(int i=0;i<nwarm;i++){
@@ -394,15 +411,8 @@ public:
 	}
 	sFGrid->Barrier();
 	double t1=usecond();
-	//	uint64_t ncall = (uint64_t) 2.5*1000.0*1000.0*nwarm/(t1-t0);
-	//	if (ncall < 500) ncall = 500;
-	uint64_t ncall = 500;
 
-	sFGrid->Broadcast(0,&ncall,sizeof(ncall));
-
-	//	std::cout << GridLogMessage << " Estimate " << ncall << " calls per second"<<std::endl;
 	sDw.ZeroCounters();
-
 	time_statistics timestat;
 	std::vector<double> t_time(ncall);
 	for(uint64_t i=0;i<ncall;i++){
@@ -436,12 +446,14 @@ public:
 	sDw.Report();
 
       }
+      double robust = mflops_worst/mflops_best;;
       std::cout<<GridLogMessage << "=================================================================================="<<std::endl;
       std::cout<<GridLogMessage << L<<"^4 x "<<Ls<< " sDeo Best  mflop/s        =   "<< mflops_best << " ; " << mflops_best/NN<<" per node " <<std::endl;
       std::cout<<GridLogMessage << L<<"^4 x "<<Ls<< " sDeo Worst mflop/s        =   "<< mflops_worst<< " ; " << mflops_worst/NN<<" per node " <<std::endl;
-      std::cout<<GridLogMessage << L<<"^4 x "<<Ls<< " Performance Robustness   =   "<< mflops_worst/mflops_best <<std::endl;
+
+      std::cout<<GridLogMessage <<std::setprecision(3)<< L<<"^4 x "<<Ls<< " Performance Robustness   =   "<< robust <<std::endl;
       std::cout<<GridLogMessage <<fmt << std::endl;
-      std::cout<<GridLogMessage ;
+      std::cout<<GridLogMessage;
 
       for(int i=0;i<mflops_all.size();i++){
 	std::cout<<mflops_all[i]/NN<<" ; " ;
@@ -453,7 +465,7 @@ public:
     return mflops_best;
   }
 
-  static double DWF(int Ls,int L)
+  static double DWF(int Ls,int L, double & robust)
   {
     RealD mass=0.1;
     RealD M5  =1.8;
@@ -655,10 +667,11 @@ public:
 	assert((norm2(err)<1.0e-4));
 
       }
+      robust = mflops_worst/mflops_best;
       std::cout<<GridLogMessage << "=================================================================================="<<std::endl;
       std::cout<<GridLogMessage << L<<"^4 x "<<Ls<< " Deo Best  mflop/s        =   "<< mflops_best << " ; " << mflops_best/NN<<" per node " <<std::endl;
       std::cout<<GridLogMessage << L<<"^4 x "<<Ls<< " Deo Worst mflop/s        =   "<< mflops_worst<< " ; " << mflops_worst/NN<<" per node " <<std::endl;
-      std::cout<<GridLogMessage << L<<"^4 x "<<Ls<< " Performance Robustness   =   "<< mflops_worst/mflops_best <<std::endl;
+      std::cout<<GridLogMessage << std::fixed<<std::setprecision(3)<< L<<"^4 x "<<Ls<< " Performance Robustness   =   "<< robust  <<std::endl;
       std::cout<<GridLogMessage <<fmt << std::endl;
       std::cout<<GridLogMessage ;
 
@@ -692,26 +705,19 @@ int main (int argc, char ** argv)
   int do_wilson=1;
   int do_dwf   =1;
 
-  if ( do_memory ) {
-    std::cout<<GridLogMessage << "=================================================================================="<<std::endl;
-    std::cout<<GridLogMessage << " Memory benchmark " <<std::endl;
-    std::cout<<GridLogMessage << "=================================================================================="<<std::endl;
-    Benchmark::Memory();
-  }
-
-  if ( do_comms ) {
-    std::cout<<GridLogMessage << "=================================================================================="<<std::endl;
-    std::cout<<GridLogMessage << " Communications benchmark " <<std::endl;
-    std::cout<<GridLogMessage << "=================================================================================="<<std::endl;
-    Benchmark::Comms();
-  }
-
   if ( do_su3 ) {
     // empty for now
   }
-
+#if 1
   int sel=2;
   std::vector<int> L_list({8,12,16,24});
+#else
+  int sel=1;
+  std::vector<int> L_list({8,12});
+#endif
+  int selm1=sel-1;
+  std::vector<double> robust_list;
+
   std::vector<double> wilson;
   std::vector<double> dwf4;
   std::vector<double> dwf5;
@@ -722,7 +728,8 @@ int main (int argc, char ** argv)
     std::cout<<GridLogMessage << " Wilson dslash 4D vectorised" <<std::endl;
     std::cout<<GridLogMessage << "=================================================================================="<<std::endl;
     for(int l=0;l<L_list.size();l++){
-      wilson.push_back(Benchmark::DWF(1,L_list[l]));
+      double robust;
+      wilson.push_back(Benchmark::DWF(1,L_list[l],robust));
     }
   }
 
@@ -732,7 +739,10 @@ int main (int argc, char ** argv)
     std::cout<<GridLogMessage << " Domain wall dslash 4D vectorised" <<std::endl;
     std::cout<<GridLogMessage << "=================================================================================="<<std::endl;
     for(int l=0;l<L_list.size();l++){
-      dwf4.push_back(Benchmark::DWF(Ls,L_list[l]));
+      double robust;
+      double result = Benchmark::DWF(Ls,L_list[l],robust) ;
+      dwf4.push_back(result);
+      robust_list.push_back(robust);
     }
   }
 
@@ -744,6 +754,10 @@ int main (int argc, char ** argv)
       dwf5.push_back(Benchmark::DWF5(Ls,L_list[l]));
     }
 
+  }
+
+  if ( do_dwf ) {
+
   std::cout<<GridLogMessage << "=================================================================================="<<std::endl;
   std::cout<<GridLogMessage << " Summary table Ls="<<Ls <<std::endl;
   std::cout<<GridLogMessage << "=================================================================================="<<std::endl;
@@ -752,11 +766,27 @@ int main (int argc, char ** argv)
     std::cout<<GridLogMessage << L_list[l] <<" \t\t "<< wilson[l]<<" \t "<<dwf4[l]<<" \t "<<dwf5[l] <<std::endl;
   }
   std::cout<<GridLogMessage << "=================================================================================="<<std::endl;
+  }
 
+  int NN=NN_global;
+  if ( do_memory ) {
+    std::cout<<GridLogMessage << "=================================================================================="<<std::endl;
+    std::cout<<GridLogMessage << " Memory benchmark " <<std::endl;
+    std::cout<<GridLogMessage << "=================================================================================="<<std::endl;
+    Benchmark::Memory();
+  }
+
+  if ( do_comms && (NN>1) ) {
+    std::cout<<GridLogMessage << "=================================================================================="<<std::endl;
+    std::cout<<GridLogMessage << " Communications benchmark " <<std::endl;
+    std::cout<<GridLogMessage << "=================================================================================="<<std::endl;
+    Benchmark::Comms();
+  }
+
+  if ( do_dwf ) {
   std::cout<<GridLogMessage << "=================================================================================="<<std::endl;
   std::cout<<GridLogMessage << " Per Node Summary table Ls="<<Ls <<std::endl;
   std::cout<<GridLogMessage << "=================================================================================="<<std::endl;
-  int NN=NN_global;
   std::cout<<GridLogMessage << " L \t\t Wilson\t\t DWF4  \t\t DWF5 " <<std::endl;
   for(int l=0;l<L_list.size();l++){
     std::cout<<GridLogMessage << L_list[l] <<" \t\t "<< wilson[l]/NN<<" \t "<<dwf4[l]/NN<<" \t "<<dwf5[l] /NN<<std::endl;
@@ -764,10 +794,12 @@ int main (int argc, char ** argv)
   std::cout<<GridLogMessage << "=================================================================================="<<std::endl;
 
   std::cout<<GridLogMessage << "=================================================================================="<<std::endl;
-  std::cout<<GridLogMessage << " Comparison point result: "  << dwf4[sel]/NN <<std::endl;
+  std::cout<<GridLogMessage << " Comparison point     result: "  << 0.5*(dwf4[sel]+dwf4[selm1])/NN << " Mflop/s per node"<<std::endl;
+  std::cout<<GridLogMessage << " Comparison point is 0.5*("<<dwf4[sel]/NN<<"+"<<dwf4[selm1]/NN << ") "<<std::endl;
+  std::cout<<std::setprecision(3);
+  std::cout<<GridLogMessage << " Comparison point robustness: "  << robust_list[sel] <<std::endl;
   std::cout<<GridLogMessage << "=================================================================================="<<std::endl;
 
-
   }
 
 

benchmarks/Benchmark_comms.cc

@@ -106,7 +106,7 @@ int main (int argc, char ** argv)
       for(int i=0;i<Nloop;i++){
       double start=usecond();
 
-	std::vector<CartesianCommunicator::CommsRequest_t> requests;
+	std::vector<CommsRequest_t> requests;
 
 	ncomm=0;
 	for(int mu=0;mu<4;mu++){
@@ -169,7 +169,11 @@ int main (int argc, char ** argv)
   for(int lat=4;lat<=maxlat;lat+=4){
     for(int Ls=8;Ls<=8;Ls*=2){
 
-      std::vector<int> latt_size  ({lat,lat,lat,lat});
+      std::vector<int> latt_size  ({lat*mpi_layout[0],
+                                    lat*mpi_layout[1],
+                                    lat*mpi_layout[2],
+                                    lat*mpi_layout[3]});
+
 
       GridCartesian     Grid(latt_size,simd_layout,mpi_layout);
       RealD Nrank = Grid._Nprocessors;
@@ -202,7 +206,7 @@ int main (int argc, char ** argv)
 	    int recv_from_rank;
 	    
 	    {
-	      std::vector<CartesianCommunicator::CommsRequest_t> requests;
+	      std::vector<CommsRequest_t> requests;
 	      Grid.ShiftedRanks(mu,comm_proc,xmit_to_rank,recv_from_rank);
 	      Grid.SendToRecvFromBegin(requests,
 				       (void *)&xbuf[mu][0],
@@ -215,7 +219,7 @@ int main (int argc, char ** argv)
 
 	    comm_proc = mpi_layout[mu]-1;
 	    {
-	      std::vector<CartesianCommunicator::CommsRequest_t> requests;
+	      std::vector<CommsRequest_t> requests;
 	      Grid.ShiftedRanks(mu,comm_proc,xmit_to_rank,recv_from_rank);
 	      Grid.SendToRecvFromBegin(requests,
 				       (void *)&xbuf[mu+4][0],
@@ -290,7 +294,7 @@ int main (int argc, char ** argv)
 	dbytes=0;
 	ncomm=0;
 
-	std::vector<CartesianCommunicator::CommsRequest_t> requests;
+	std::vector<CommsRequest_t> requests;
 
 	for(int mu=0;mu<4;mu++){
 	
@@ -383,7 +387,7 @@ int main (int argc, char ** argv)
       for(int i=0;i<Nloop;i++){
 	double start=usecond();
 
-	std::vector<CartesianCommunicator::CommsRequest_t> requests;
+	std::vector<CommsRequest_t> requests;
 	dbytes=0;
 	ncomm=0;
 	for(int mu=0;mu<4;mu++){
@@ -446,7 +450,7 @@ int main (int argc, char ** argv)
   }    
 
 
-
+#ifdef GRID_OMP
   std::cout<<GridLogMessage << "===================================================================================================="<<std::endl;
   std::cout<<GridLogMessage << "= Benchmarking threaded STENCIL halo exchange in "<<nmu<<" dimensions"<<std::endl;
   std::cout<<GridLogMessage << "===================================================================================================="<<std::endl;
@@ -481,11 +485,12 @@ int main (int argc, char ** argv)
       for(int i=0;i<Nloop;i++){
 	double start=usecond();
 
-	std::vector<CartesianCommunicator::CommsRequest_t> requests;
+	std::vector<CommsRequest_t> requests;
 	dbytes=0;
 	ncomm=0;
 
-	parallel_for(int dir=0;dir<8;dir++){
+#pragma omp parallel for num_threads(Grid::CartesianCommunicator::nCommThreads)
+	for(int dir=0;dir<8;dir++){
 
 	  double tbytes;
 	  int mu =dir % 4;
@@ -502,9 +507,9 @@ int main (int argc, char ** argv)
 	      int comm_proc = mpi_layout[mu]-1;
 	      Grid.ShiftedRanks(mu,comm_proc,xmit_to_rank,recv_from_rank);
 	    }
-
+            int tid = omp_get_thread_num();
 	    tbytes= Grid.StencilSendToRecvFrom((void *)&xbuf[dir][0], xmit_to_rank,
-					       (void *)&rbuf[dir][0], recv_from_rank, bytes,dir);
+					       (void *)&rbuf[dir][0], recv_from_rank, bytes,tid);
 
 #pragma omp atomic
 	    dbytes+=tbytes;
@@ -532,7 +537,7 @@ int main (int argc, char ** argv)
  
     }
   }    
-
+#endif
   std::cout<<GridLogMessage << "===================================================================================================="<<std::endl;
   std::cout<<GridLogMessage << "= All done; Bye Bye"<<std::endl;
   std::cout<<GridLogMessage << "===================================================================================================="<<std::endl;

benchmarks/Benchmark_dwf.cc

@@ -48,10 +48,19 @@ int main (int argc, char ** 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=16;
+  int Ls=16;
+  for(int i=0;i<argc;i++)
+    if(std::string(argv[i]) == "-Ls"){
+      std::stringstream ss(argv[i+1]); ss >> Ls;
+    }
+
+  GridLogLayout();
+
+  long unsigned int single_site_flops = 8*QCD::Nc*(7+16*QCD::Nc);
+
+
   GridCartesian         * UGrid   = SpaceTimeGrid::makeFourDimGrid(GridDefaultLatt(), GridDefaultSimd(Nd,vComplex::Nsimd()),GridDefaultMpi());
   GridRedBlackCartesian * UrbGrid = SpaceTimeGrid::makeFourDimRedBlackGrid(UGrid);
   GridCartesian         * FGrid   = SpaceTimeGrid::makeFiveDimGrid(Ls,UGrid);
@@ -181,7 +190,7 @@ int main (int argc, char ** argv)
     FGrid->Barrier();
     
     double volume=Ls;  for(int mu=0;mu<Nd;mu++) volume=volume*latt4[mu];
-    double flops=1344*volume*ncall;
+    double flops=single_site_flops*volume*ncall;
 
     std::cout<<GridLogMessage << "Called Dw "<<ncall<<" times in "<<t1-t0<<" us"<<std::endl;
     //    std::cout<<GridLogMessage << "norm result "<< norm2(result)<<std::endl;
@@ -220,7 +229,7 @@ int main (int argc, char ** argv)
     FGrid->Barrier();
     
     double volume=Ls;  for(int mu=0;mu<Nd;mu++) volume=volume*latt4[mu];
-    double flops=1344*volume*ncall;
+    double flops=single_site_flops*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;
@@ -271,7 +280,7 @@ int main (int argc, char ** argv)
     double t1=usecond();
     FGrid->Barrier();
     double volume=Ls;  for(int mu=0;mu<Nd;mu++) volume=volume*latt4[mu];
-    double flops=1344*volume*ncall;
+    double flops=single_site_flops*volume*ncall;
 
     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;
@@ -349,7 +358,7 @@ int main (int argc, char ** argv)
       //      sDw.stat.print();
 
       double volume=Ls;  for(int mu=0;mu<Nd;mu++) volume=volume*latt4[mu];
-      double flops=(1344.0*volume*ncall)/2;
+      double flops=(single_site_flops*volume*ncall)/2.0;
 
       std::cout<<GridLogMessage << "sDeo mflop/s =   "<< flops/(t1-t0)<<std::endl;
       std::cout<<GridLogMessage << "sDeo mflop/s per rank   "<< flops/(t1-t0)/NP<<std::endl;
@@ -472,7 +481,7 @@ int main (int argc, char ** argv)
     FGrid->Barrier();
     
     double volume=Ls;  for(int mu=0;mu<Nd;mu++) volume=volume*latt4[mu];
-    double flops=(1344.0*volume*ncall)/2;
+    double flops=(single_site_flops*volume*ncall)/2.0;
 
     std::cout<<GridLogMessage << "Deo mflop/s =   "<< flops/(t1-t0)<<std::endl;
     std::cout<<GridLogMessage << "Deo mflop/s per rank   "<< flops/(t1-t0)/NP<<std::endl;

benchmarks/Benchmark_dwf_sweep.cc

@@ -51,6 +51,7 @@ int main (int argc, char ** argv)
 {
   Grid_init(&argc,&argv);
 
+
   std::cout << GridLogMessage<< "*****************************************************************" <<std::endl;
   std::cout << GridLogMessage<< "* Kernel options --dslash-generic, --dslash-unroll, --dslash-asm" <<std::endl;
   std::cout << GridLogMessage<< "*****************************************************************" <<std::endl;
@@ -107,6 +108,7 @@ void benchDw(std::vector<int> & latt4, int Ls, int threads,int report )
   GridRedBlackCartesian * UrbGrid = SpaceTimeGrid::makeFourDimRedBlackGrid(UGrid);
   GridCartesian         * FGrid   = SpaceTimeGrid::makeFiveDimGrid(Ls,UGrid);
   GridRedBlackCartesian * FrbGrid = SpaceTimeGrid::makeFiveDimRedBlackGrid(Ls,UGrid);
+  long unsigned int single_site_flops = 8*QCD::Nc*(7+16*QCD::Nc);
 
   std::vector<int> seeds4({1,2,3,4});
   std::vector<int> seeds5({5,6,7,8});
@@ -196,7 +198,7 @@ void benchDw(std::vector<int> & latt4, int Ls, int threads,int report )
   
   if ( ! report ) {
     double volume=Ls;  for(int mu=0;mu<Nd;mu++) volume=volume*latt4[mu];
-    double flops=1344*volume*ncall;
+    double flops=single_site_flops*volume*ncall;
     std::cout <<"\t"<<NP<< "\t"<<flops/(t1-t0)<< "\t";
   }
   
@@ -228,7 +230,7 @@ void benchDw(std::vector<int> & latt4, int Ls, int threads,int report )
     
     if(!report){
       double volume=Ls;  for(int mu=0;mu<Nd;mu++) volume=volume*latt4[mu];
-      double flops=(1344.0*volume*ncall)/2;
+      double flops=(single_site_flops*volume*ncall)/2.0;
       std::cout<< flops/(t1-t0);
     }
   }
@@ -237,6 +239,7 @@ void benchDw(std::vector<int> & latt4, int Ls, int threads,int report )
 #define CHECK_SDW
 void benchsDw(std::vector<int> & latt4, int Ls, int threads, int report )
 {
+  long unsigned int single_site_flops = 8*QCD::Nc*(7+16*QCD::Nc);
 
   GridCartesian         * UGrid   = SpaceTimeGrid::makeFourDimGrid(latt4, GridDefaultSimd(Nd,vComplex::Nsimd()),GridDefaultMpi());
   GridRedBlackCartesian * UrbGrid = SpaceTimeGrid::makeFourDimRedBlackGrid(UGrid);
@@ -321,7 +324,7 @@ void benchsDw(std::vector<int> & latt4, int Ls, int threads, int report )
     Counter.Report();
   } else { 
     double volume=Ls;  for(int mu=0;mu<Nd;mu++) volume=volume*latt4[mu];
-    double flops=1344*volume*ncall;
+    double flops=single_site_flops*volume*ncall;
     std::cout<<"\t"<< flops/(t1-t0);
   }
 
@@ -358,7 +361,7 @@ void benchsDw(std::vector<int> & latt4, int Ls, int threads, int report )
     CounterSdw.Report();
   } else {
     double volume=Ls;  for(int mu=0;mu<Nd;mu++) volume=volume*latt4[mu];
-    double flops=(1344.0*volume*ncall)/2;
+    double flops=(single_site_flops*volume*ncall)/2.0;
     std::cout<<"\t"<< flops/(t1-t0);
   }
 }

benchmarks/Benchmark_gparity.cc

@@ -0,0 +1,190 @@
+#include <Grid/Grid.h>
+#include <sstream>
+using namespace std;
+using namespace Grid;
+using namespace Grid::QCD;
+
+template<class d>
+struct scal {
+  d internal;
+};
+
+  Gamma::Algebra Gmu [] = {
+    Gamma::Algebra::GammaX,
+    Gamma::Algebra::GammaY,
+    Gamma::Algebra::GammaZ,
+    Gamma::Algebra::GammaT
+  };
+
+typedef typename GparityDomainWallFermionF::FermionField GparityLatticeFermionF;
+typedef typename GparityDomainWallFermionD::FermionField GparityLatticeFermionD;
+
+
+
+int main (int argc, char ** argv)
+{
+  Grid_init(&argc,&argv);
+
+  int Ls=16;
+  for(int i=0;i<argc;i++)
+    if(std::string(argv[i]) == "-Ls"){
+      std::stringstream ss(argv[i+1]); ss >> Ls;
+    }
+
+
+  int threads = GridThread::GetThreads();
+  std::cout<<GridLogMessage << "Grid is setup to use "<<threads<<" threads"<<std::endl;
+  std::cout<<GridLogMessage << "Ls = " << Ls << std::endl;
+
+  std::vector<int> latt4 = GridDefaultLatt();
+
+  GridCartesian         * UGrid   = SpaceTimeGrid::makeFourDimGrid(GridDefaultLatt(), GridDefaultSimd(Nd,vComplexF::Nsimd()),GridDefaultMpi());
+  GridRedBlackCartesian * UrbGrid = SpaceTimeGrid::makeFourDimRedBlackGrid(UGrid);
+  GridCartesian         * FGrid   = SpaceTimeGrid::makeFiveDimGrid(Ls,UGrid);
+  GridRedBlackCartesian * FrbGrid = SpaceTimeGrid::makeFiveDimRedBlackGrid(Ls,UGrid);
+
+  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;
+
+  GparityLatticeFermionF src   (FGrid); random(RNG5,src);
+  RealD N2 = 1.0/::sqrt(norm2(src));
+  src = src*N2;
+
+  GparityLatticeFermionF result(FGrid); result=zero;
+  GparityLatticeFermionF    ref(FGrid);    ref=zero;
+  GparityLatticeFermionF    tmp(FGrid);
+  GparityLatticeFermionF    err(FGrid);
+
+  std::cout << GridLogMessage << "Drawing gauge field" << std::endl;
+  LatticeGaugeFieldF Umu(UGrid); 
+  SU3::HotConfiguration(RNG4,Umu); 
+  std::cout << GridLogMessage << "Random gauge initialised " << std::endl;
+
+  RealD mass=0.1;
+  RealD M5  =1.8;
+
+  RealD NP = UGrid->_Nprocessors;
+  RealD NN = UGrid->NodeCount();
+
+  std::cout << GridLogMessage<< "*****************************************************************" <<std::endl;
+  std::cout << GridLogMessage<< "* Kernel options --dslash-generic, --dslash-unroll, --dslash-asm" <<std::endl;
+  std::cout << GridLogMessage<< "*****************************************************************" <<std::endl;
+  std::cout << GridLogMessage<< "*****************************************************************" <<std::endl;
+  std::cout << GridLogMessage<< "* Benchmarking DomainWallFermion::Dhop                  "<<std::endl;
+  std::cout << GridLogMessage<< "* Vectorising space-time by "<<vComplexF::Nsimd()<<std::endl;
+#ifdef GRID_OMP
+  if ( WilsonKernelsStatic::Comms == WilsonKernelsStatic::CommsAndCompute ) std::cout << GridLogMessage<< "* Using Overlapped Comms/Compute" <<std::endl;
+  if ( WilsonKernelsStatic::Comms == WilsonKernelsStatic::CommsThenCompute) std::cout << GridLogMessage<< "* Using sequential comms compute" <<std::endl;
+#endif
+  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;
+
+
+
+  std::cout << GridLogMessage<< "* SINGLE/SINGLE"<<std::endl;
+  GparityDomainWallFermionF 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;
+      Dw.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=2*1320*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 << "mflop/s =   "<< flops/(t1-t0)<<std::endl;
+    std::cout<<GridLogMessage << "mflop/s per rank =  "<< flops/(t1-t0)/NP<<std::endl;
+    std::cout<<GridLogMessage << "mflop/s per node =  "<< flops/(t1-t0)/NN<<std::endl;
+    Dw.Report();
+  }
+
+  std::cout << GridLogMessage<< "* SINGLE/HALF"<<std::endl;
+  GparityDomainWallFermionFH 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=2*1320*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;
+    std::cout<<GridLogMessage << "mflop/s per node =  "<< flops/(t1-t0)/NN<<std::endl;
+    DwH.Report();
+  }
+
+  GridCartesian         * UGrid_d   = SpaceTimeGrid::makeFourDimGrid(GridDefaultLatt(), GridDefaultSimd(Nd,vComplexD::Nsimd()),GridDefaultMpi());
+  GridRedBlackCartesian * UrbGrid_d = SpaceTimeGrid::makeFourDimRedBlackGrid(UGrid_d);
+  GridCartesian         * FGrid_d   = SpaceTimeGrid::makeFiveDimGrid(Ls,UGrid_d);
+  GridRedBlackCartesian * FrbGrid_d = SpaceTimeGrid::makeFiveDimRedBlackGrid(Ls,UGrid_d);
+
+  
+  std::cout << GridLogMessage<< "* DOUBLE/DOUBLE"<<std::endl;
+  GparityLatticeFermionD src_d(FGrid_d);
+  precisionChange(src_d,src);
+
+  LatticeGaugeFieldD Umu_d(UGrid_d); 
+  precisionChange(Umu_d,Umu);
+
+  GparityLatticeFermionD result_d(FGrid_d);
+
+  GparityDomainWallFermionD DwD(Umu_d,*FGrid_d,*FrbGrid_d,*UGrid_d,*UrbGrid_d,mass,M5);
+  if (1) {
+    FGrid_d->Barrier();
+    DwD.ZeroCounters();
+    DwD.Dhop(src_d,result_d,0);
+    std::cout<<GridLogMessage<<"Called warmup"<<std::endl;
+    double t0=usecond();
+    for(int i=0;i<ncall;i++){
+      __SSC_START;
+      DwD.Dhop(src_d,result_d,0);
+      __SSC_STOP;
+    }
+    double t1=usecond();
+    FGrid_d->Barrier();
+    
+    double volume=Ls;  for(int mu=0;mu<Nd;mu++) volume=volume*latt4[mu];
+    double flops=2*1320*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 << "mflop/s =   "<< flops/(t1-t0)<<std::endl;
+    std::cout<<GridLogMessage << "mflop/s per rank =  "<< flops/(t1-t0)/NP<<std::endl;
+    std::cout<<GridLogMessage << "mflop/s per node =  "<< flops/(t1-t0)/NN<<std::endl;
+    DwD.Report();
+  }
+
+  Grid_finalize();
+}
+

benchmarks/Benchmark_memory_bandwidth.cc

@@ -55,7 +55,7 @@ int main (int argc, char ** argv)
   std::cout<<GridLogMessage << "===================================================================================================="<<std::endl;
   std::cout<<GridLogMessage << "  L  "<<"\t\t"<<"bytes"<<"\t\t\t"<<"GB/s"<<"\t\t"<<"Gflop/s"<<"\t\t seconds"<<std::endl;
   std::cout<<GridLogMessage << "----------------------------------------------------------"<<std::endl;
-  uint64_t lmax=96;
+  uint64_t lmax=64;
 #define NLOOP (10*lmax*lmax*lmax*lmax/vol)
   for(int lat=8;lat<=lmax;lat+=8){
 

benchmarks/Benchmark_staggered.cc

@@ -40,7 +40,7 @@ int main (int argc, char ** argv)
   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);
+  GridRedBlackCartesian     RBGrid(&Grid);
 
   int threads = GridThread::GetThreads();
   std::cout<<GridLogMessage << "Grid is setup to use "<<threads<<" threads"<<std::endl;

benchmarks/Benchmark_su3.cc

@@ -35,9 +35,11 @@ using namespace Grid::QCD;
 int main (int argc, char ** argv)
 {
   Grid_init(&argc,&argv);
-#define LMAX (64)
+#define LMAX (32)
+#define LMIN (16)
+#define LINC (4)
 
-  int64_t Nloop=20;
+  int64_t Nloop=2000;
 
   std::vector<int> simd_layout = GridDefaultSimd(Nd,vComplex::Nsimd());
   std::vector<int> mpi_layout  = GridDefaultMpi();
@@ -51,7 +53,7 @@ int main (int argc, char ** argv)
   std::cout<<GridLogMessage << "  L  "<<"\t\t"<<"bytes"<<"\t\t\t"<<"GB/s\t\t GFlop/s"<<std::endl;
   std::cout<<GridLogMessage << "----------------------------------------------------------"<<std::endl;
 
-  for(int lat=2;lat<=LMAX;lat+=2){
+  for(int lat=LMIN;lat<=LMAX;lat+=LINC){
 
       std::vector<int> latt_size  ({lat*mpi_layout[0],lat*mpi_layout[1],lat*mpi_layout[2],lat*mpi_layout[3]});
       int64_t vol = latt_size[0]*latt_size[1]*latt_size[2]*latt_size[3];
@@ -83,7 +85,7 @@ int main (int argc, char ** argv)
   std::cout<<GridLogMessage << "  L  "<<"\t\t"<<"bytes"<<"\t\t\t"<<"GB/s\t\t GFlop/s"<<std::endl;
   std::cout<<GridLogMessage << "----------------------------------------------------------"<<std::endl;
 
-  for(int lat=2;lat<=LMAX;lat+=2){
+  for(int lat=LMIN;lat<=LMAX;lat+=LINC){
 
       std::vector<int> latt_size  ({lat*mpi_layout[0],lat*mpi_layout[1],lat*mpi_layout[2],lat*mpi_layout[3]});
       int64_t vol = latt_size[0]*latt_size[1]*latt_size[2]*latt_size[3];
@@ -114,7 +116,7 @@ int main (int argc, char ** argv)
   std::cout<<GridLogMessage << "  L  "<<"\t\t"<<"bytes"<<"\t\t\t"<<"GB/s\t\t GFlop/s"<<std::endl;
   std::cout<<GridLogMessage << "----------------------------------------------------------"<<std::endl;
 
-  for(int lat=2;lat<=LMAX;lat+=2){
+  for(int lat=LMIN;lat<=LMAX;lat+=LINC){
 
       std::vector<int> latt_size  ({lat*mpi_layout[0],lat*mpi_layout[1],lat*mpi_layout[2],lat*mpi_layout[3]});
       int64_t vol = latt_size[0]*latt_size[1]*latt_size[2]*latt_size[3];
@@ -145,7 +147,38 @@ int main (int argc, char ** argv)
   std::cout<<GridLogMessage << "  L  "<<"\t\t"<<"bytes"<<"\t\t\t"<<"GB/s\t\t GFlop/s"<<std::endl;
   std::cout<<GridLogMessage << "----------------------------------------------------------"<<std::endl;
 
-  for(int lat=2;lat<=LMAX;lat+=2){
+  for(int lat=LMIN;lat<=LMAX;lat+=LINC){
+    
+    std::vector<int> latt_size  ({lat*mpi_layout[0],lat*mpi_layout[1],lat*mpi_layout[2],lat*mpi_layout[3]});
+    int64_t 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.SeedFixedIntegers(std::vector<int>({45,12,81,9}));
+    
+    LatticeColourMatrix z(&Grid); random(pRNG,z);
+    LatticeColourMatrix x(&Grid); random(pRNG,x);
+    LatticeColourMatrix y(&Grid); random(pRNG,y);
+    
+    double start=usecond();
+    for(int64_t i=0;i<Nloop;i++){
+      mac(z,x,y);
+    }
+    double stop=usecond();
+    double time = (stop-start)/Nloop*1000.0;
+    
+    double bytes=3*vol*Nc*Nc*sizeof(Complex);
+    double flops=Nc*Nc*(6+8+8)*vol;
+    std::cout<<GridLogMessage<<std::setprecision(3) << lat<<"\t\t"<<bytes<<"   \t\t"<<bytes/time<<"\t\t" << flops/time<<std::endl;
+    
+  }
+
+  std::cout<<GridLogMessage << "===================================================================================================="<<std::endl;
+  std::cout<<GridLogMessage << "= Benchmarking SU3xSU3  CovShiftForward(z,x,y)"<<std::endl;
+  std::cout<<GridLogMessage << "===================================================================================================="<<std::endl;
+  std::cout<<GridLogMessage << "  L  "<<"\t\t"<<"bytes"<<"\t\t\t"<<"GB/s\t\t GFlop/s"<<std::endl;
+  std::cout<<GridLogMessage << "----------------------------------------------------------"<<std::endl;
+
+  for(int lat=LMIN;lat<=LMAX;lat+=LINC){
 
       std::vector<int> latt_size  ({lat*mpi_layout[0],lat*mpi_layout[1],lat*mpi_layout[2],lat*mpi_layout[3]});
       int64_t vol = latt_size[0]*latt_size[1]*latt_size[2]*latt_size[3];
@@ -157,18 +190,64 @@ int main (int argc, char ** argv)
       LatticeColourMatrix x(&Grid); random(pRNG,x);
       LatticeColourMatrix y(&Grid); random(pRNG,y);
 
-      double start=usecond();
-      for(int64_t i=0;i<Nloop;i++){
-	mac(z,x,y);
+      for(int mu=0;mu<4;mu++){
+	      double start=usecond();
+	      for(int64_t i=0;i<Nloop;i++){
+	        z = PeriodicBC::CovShiftForward(x,mu,y);
+	    }
+	    double stop=usecond();
+	    double time = (stop-start)/Nloop*1000.0;
+	
+	
+	    double bytes=3*vol*Nc*Nc*sizeof(Complex);
+	    double flops=Nc*Nc*(6+8+8)*vol;
+	    std::cout<<GridLogMessage<<std::setprecision(3) << lat<<"\t\t"<<bytes<<"   \t\t"<<bytes/time<<"\t\t" << flops/time<<std::endl;
       }
-      double stop=usecond();
-      double time = (stop-start)/Nloop*1000.0;
-      
-      double bytes=3*vol*Nc*Nc*sizeof(Complex);
-      double flops=Nc*Nc*(8+8+8)*vol;
-      std::cout<<GridLogMessage<<std::setprecision(3) << lat<<"\t\t"<<bytes<<"   \t\t"<<bytes/time<<"\t\t" << flops/time<<std::endl;
+  }
+#if 1
+  std::cout<<GridLogMessage << "===================================================================================================="<<std::endl;
+  std::cout<<GridLogMessage << "= Benchmarking SU3xSU3  z= x * Cshift(y)"<<std::endl;
+  std::cout<<GridLogMessage << "===================================================================================================="<<std::endl;
+  std::cout<<GridLogMessage << "  L  "<<"\t\t"<<"bytes"<<"\t\t\t"<<"GB/s\t\t GFlop/s"<<std::endl;
+  std::cout<<GridLogMessage << "----------------------------------------------------------"<<std::endl;
 
+  for(int lat=LMIN;lat<=LMAX;lat+=LINC){
+      std::vector<int> latt_size  ({lat*mpi_layout[0],lat*mpi_layout[1],lat*mpi_layout[2],lat*mpi_layout[3]});
+      int64_t 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.SeedFixedIntegers(std::vector<int>({45,12,81,9}));
+
+      LatticeColourMatrix z(&Grid); random(pRNG,z);
+      LatticeColourMatrix x(&Grid); random(pRNG,x);
+      LatticeColourMatrix y(&Grid); random(pRNG,y);
+      LatticeColourMatrix tmp(&Grid);
+
+      for(int mu=0;mu<4;mu++){
+	double tshift=0;
+	double tmult =0;
+
+	double start=usecond();
+	for(int64_t i=0;i<Nloop;i++){
+	  tshift-=usecond();
+	  tmp = Cshift(y,mu,-1);
+	  tshift+=usecond();
+	  tmult-=usecond();
+	  z   = x*tmp;
+	  tmult+=usecond();
+	}
+	double stop=usecond();
+	double time = (stop-start)/Nloop;
+	tshift = tshift/Nloop;
+	tmult  = tmult /Nloop;
+	
+	double bytes=3*vol*Nc*Nc*sizeof(Complex);
+	double flops=Nc*Nc*(6+8+8)*vol;
+	std::cout<<GridLogMessage<<std::setprecision(3) << "total us "<<time<<" shift "<<tshift <<" mult "<<tmult<<std::endl;
+	time = time * 1000; // convert to NS for GB/s
+	std::cout<<GridLogMessage<<std::setprecision(3) << lat<<"\t\t"<<bytes<<"   \t\t"<<bytes/time<<"\t\t" << flops/time<<std::endl;
+      }
     }
-
+#endif
   Grid_finalize();
 }

benchmarks/Benchmark_wilson.cc

@@ -4,7 +4,7 @@
 
     Source file: ./benchmarks/Benchmark_wilson.cc
 
-    Copyright (C) 2015
+    Copyright (C) 2018
 
 Author: Peter Boyle <paboyle@ph.ed.ac.uk>
 Author: paboyle <paboyle@ph.ed.ac.uk>
@@ -32,6 +32,9 @@ using namespace std;
 using namespace Grid;
 using namespace Grid::QCD;
 
+
+#include "Grid/util/Profiling.h"
+
 template<class d>
 struct scal {
   d internal;
@@ -45,6 +48,7 @@ struct scal {
   };
 
 bool overlapComms = false;
+bool perfProfiling = false;
 
 int main (int argc, char ** argv)
 {
@@ -53,18 +57,29 @@ int main (int argc, char ** argv)
   if( GridCmdOptionExists(argv,argv+argc,"--asynch") ){
     overlapComms = true;
   }
+  if( GridCmdOptionExists(argv,argv+argc,"--perf") ){
+    perfProfiling = true;
+  }
+
+  long unsigned int single_site_flops = 8*QCD::Nc*(7+16*QCD::Nc);
+
 
   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);
+  GridRedBlackCartesian     RBGrid(&Grid);
 
   int threads = GridThread::GetThreads();
-  std::cout<<GridLogMessage << "Grid is setup to use "<<threads<<" threads"<<std::endl;
+
+  GridLogLayout();
+
   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::cout<<GridLogMessage << "Grid number of colours : "<< QCD::Nc <<std::endl;
+  std::cout<<GridLogMessage << "Benchmarking Wilson operator in the fundamental representation" << std::endl;
+
 
   std::vector<int> seeds({1,2,3,4});
   GridParallelRNG          pRNG(&Grid);
@@ -134,9 +149,25 @@ int main (int argc, char ** argv)
     Dw.Dhop(src,result,0);
   }
   double t1=usecond();
-  double flops=1344*volume*ncall;
+  double flops=single_site_flops*volume*ncall;
   
+  if (perfProfiling){
+  std::cout<<GridLogMessage << "Profiling Dw with perf"<<std::endl;
+    
+  System::profile("kernel", [&]() {
+    for(int i=0;i<ncall;i++){
+      Dw.Dhop(src,result,0);
+    }
+  });
+
+  std::cout<<GridLogMessage << "Generated kernel.data"<<std::endl;
+  std::cout<<GridLogMessage << "Use with: perf report -i kernel.data"<<std::endl;
+
+  }
+
+
   std::cout<<GridLogMessage << "Called Dw"<<std::endl;
+  std::cout<<GridLogMessage << "flops per site " << single_site_flops << 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;

benchmarks/Benchmark_wilson_sweep.cc

@@ -62,6 +62,7 @@ int main (int argc, char ** argv)
   std::cout << GridLogMessage<< "* Kernel options --dslash-generic, --dslash-unroll, --dslash-asm" <<std::endl;
   std::cout << GridLogMessage<< "*****************************************************************" <<std::endl;
   std::cout << GridLogMessage<< "*****************************************************************" <<std::endl;
+  std::cout << GridLogMessage<< "* Number of colours "<< QCD::Nc <<std::endl;
   std::cout << GridLogMessage<< "* Benchmarking WilsonFermionR::Dhop                  "<<std::endl;
   std::cout << GridLogMessage<< "* Vectorising space-time by "<<vComplex::Nsimd()<<std::endl;
   if ( sizeof(Real)==4 )   std::cout << GridLogMessage<< "* SINGLE precision "<<std::endl;
@@ -69,13 +70,15 @@ int main (int argc, char ** argv)
   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 << "* OpenMP threads       : "<< GridThread::GetThreads() <<std::endl;
+  std::cout << GridLogMessage << "* MPI tasks            : "<< GridCmdVectorIntToString(mpi_layout) << std::endl;
   std::cout << GridLogMessage<< "*****************************************************************" <<std::endl;
 
-  std::cout<<GridLogMessage << "============================================================================="<< std::endl;
-  std::cout<<GridLogMessage << "= Benchmarking Wilson" << std::endl;
-  std::cout<<GridLogMessage << "============================================================================="<< std::endl;
-  std::cout<<GridLogMessage << "Volume\t\t\tWilson/MFLOPs\tWilsonDag/MFLOPs" << std::endl;
-  std::cout<<GridLogMessage << "============================================================================="<< std::endl;
+  std::cout<<GridLogMessage << "================================================================================================="<< std::endl;
+  std::cout<<GridLogMessage << "= Benchmarking Wilson operator in the fundamental representation" << std::endl;
+  std::cout<<GridLogMessage << "================================================================================================="<< std::endl;
+  std::cout<<GridLogMessage << "Volume\t\t\tWilson/MFLOPs\tWilsonDag/MFLOPs\tWilsonEO/MFLOPs\tWilsonDagEO/MFLOPs" << std::endl;
+  std::cout<<GridLogMessage << "================================================================================================="<< std::endl;
 
   int Lmax = 32;
   int dmin = 0;
@@ -93,17 +96,24 @@ int main (int argc, char ** argv)
 	  std::cout << latt_size.back() << "\t\t";
 
 	  GridCartesian           Grid(latt_size,simd_layout,mpi_layout);
-	  GridRedBlackCartesian RBGrid(latt_size,simd_layout,mpi_layout);
+	  GridRedBlackCartesian RBGrid(&Grid);
 
 	  GridParallelRNG  pRNG(&Grid); pRNG.SeedFixedIntegers(seeds);
 	  LatticeGaugeField Umu(&Grid); random(pRNG,Umu);
-	  LatticeFermion    src(&Grid); random(pRNG,src);
-	  LatticeFermion result(&Grid); result=zero;
+	  LatticeFermion        src(&Grid); random(pRNG,src);
+	  LatticeFermion    src_o(&RBGrid); pickCheckerboard(Odd,src_o,src);
+	  LatticeFermion     result(&Grid); result=zero;
+	  LatticeFermion result_e(&RBGrid); result_e=zero;
 
 	  double volume = std::accumulate(latt_size.begin(),latt_size.end(),1,std::multiplies<int>());
 
 	  WilsonFermionR Dw(Umu,Grid,RBGrid,mass,params);
-      
+
+    // Full operator      
+	  bench_wilson(src,result,Dw,volume,DaggerNo);
+	  bench_wilson(src,result,Dw,volume,DaggerYes);
+    std::cout << "\t";
+    // EO
 	  bench_wilson(src,result,Dw,volume,DaggerNo);
 	  bench_wilson(src,result,Dw,volume,DaggerYes);
 	  std::cout << std::endl;
@@ -122,9 +132,26 @@ void bench_wilson (
 		   int const           dag )
 {
   int ncall    = 1000;
+  long unsigned int single_site_flops = 8*QCD::Nc*(7+16*QCD::Nc);
   double t0    = usecond();
   for(int i=0; i<ncall; i++) { Dw.Dhop(src,result,dag); }
   double t1    = usecond();
-  double flops = 1344 * volume * ncall;
+  double flops = single_site_flops * volume * ncall;
+  std::cout << flops/(t1-t0) << "\t\t";
+}
+
+void bench_wilson_eo (
+		   LatticeFermion &    src,
+		   LatticeFermion & result,
+		   WilsonFermionR &     Dw,
+		   double const     volume,
+		   int const           dag )
+{
+  int ncall    = 1000;
+  long unsigned int single_site_flops = 8*QCD::Nc*(7+16*QCD::Nc);
+  double t0    = usecond();
+  for(int i=0; i<ncall; i++) { Dw.DhopEO(src,result,dag); }
+  double t1    = usecond();
+  double flops = (single_site_flops * volume * ncall)/2.0;
   std::cout << flops/(t1-t0) << "\t\t";
 }

bootstrap.sh

@@ -3,9 +3,7 @@
 EIGEN_URL='http://bitbucket.org/eigen/eigen/get/3.3.3.tar.bz2'
 
 echo "-- deploying Eigen source..."
-wget ${EIGEN_URL} --no-check-certificate
-./scripts/update_eigen.sh `basename ${EIGEN_URL}`
-rm `basename ${EIGEN_URL}`
+wget ${EIGEN_URL} --no-check-certificate && ./scripts/update_eigen.sh `basename ${EIGEN_URL}` && rm `basename ${EIGEN_URL}`
 
 echo '-- generating Make.inc files...'
 ./scripts/filelist

configure.ac

@@ -249,6 +249,9 @@ case ${ax_cv_cxx_compiler_vendor} in
       AVX512)
         AC_DEFINE([AVX512],[1],[AVX512 intrinsics])
         SIMD_FLAGS='-mavx512f -mavx512pf -mavx512er -mavx512cd';;
+      SKL)
+        AC_DEFINE([AVX512],[1],[AVX512 intrinsics for SkyLake Xeon])
+        SIMD_FLAGS='-march=skylake-avx512';;
       KNC)
         AC_DEFINE([IMCI],[1],[IMCI intrinsics for Knights Corner])
         SIMD_FLAGS='';;
@@ -331,10 +334,47 @@ case ${ac_PRECISION} in
      double)
        AC_DEFINE([GRID_DEFAULT_PRECISION_DOUBLE],[1],[GRID_DEFAULT_PRECISION is DOUBLE] )
      ;;
+     *)
+     AC_MSG_ERROR([${ac_PRECISION} unsupported --enable-precision option]);
+     ;;
 esac
 
+######################  Shared memory allocation technique under MPI3
+AC_ARG_ENABLE([shm],[AC_HELP_STRING([--enable-shm=shmopen|shmget|hugetlbfs|shmnone],
+              [Select SHM allocation technique])],[ac_SHM=${enable_shm}],[ac_SHM=shmopen])
+
+case ${ac_SHM} in
+
+     shmopen)
+     AC_DEFINE([GRID_MPI3_SHMOPEN],[1],[GRID_MPI3_SHMOPEN] )
+     ;;
+
+     shmget)
+     AC_DEFINE([GRID_MPI3_SHMGET],[1],[GRID_MPI3_SHMGET] )
+     ;;
+
+     shmnone)
+     AC_DEFINE([GRID_MPI3_SHM_NONE],[1],[GRID_MPI3_SHM_NONE] )
+     ;;
+
+     hugetlbfs)
+     AC_DEFINE([GRID_MPI3_SHMMMAP],[1],[GRID_MPI3_SHMMMAP] )
+     ;;
+
+     *)
+     AC_MSG_ERROR([${ac_SHM} unsupported --enable-shm option]);
+     ;;
+esac
+
+######################  Shared base path for SHMMMAP
+AC_ARG_ENABLE([shmpath],[AC_HELP_STRING([--enable-shmpath=path],
+              [Select SHM mmap base path for hugetlbfs])],
+	      [ac_SHMPATH=${enable_shmpath}],
+	      [ac_SHMPATH=/var/lib/hugetlbfs/global/pagesize-2MB/])
+AC_DEFINE_UNQUOTED([GRID_SHM_PATH],["$ac_SHMPATH"],[Path to a hugetlbfs filesystem for MMAPing])
+
 ############### communication type selection
-AC_ARG_ENABLE([comms],[AC_HELP_STRING([--enable-comms=none|mpi|mpi-auto|mpi3|mpi3-auto|shmem],
+AC_ARG_ENABLE([comms],[AC_HELP_STRING([--enable-comms=none|mpi|mpi-auto],
               [Select communications])],[ac_COMMS=${enable_comms}],[ac_COMMS=none])
 
 case ${ac_COMMS} in
@@ -342,22 +382,10 @@ case ${ac_COMMS} in
         AC_DEFINE([GRID_COMMS_NONE],[1],[GRID_COMMS_NONE] )
         comms_type='none'
      ;;
-     mpi3*)
+     mpi*)
         AC_DEFINE([GRID_COMMS_MPI3],[1],[GRID_COMMS_MPI3] )
         comms_type='mpi3'
      ;;
-     mpit)
-        AC_DEFINE([GRID_COMMS_MPIT],[1],[GRID_COMMS_MPIT] )
-        comms_type='mpit'
-     ;;
-     mpi*)
-        AC_DEFINE([GRID_COMMS_MPI],[1],[GRID_COMMS_MPI] )
-        comms_type='mpi'
-     ;;
-     shmem)
-        AC_DEFINE([GRID_COMMS_SHMEM],[1],[GRID_COMMS_SHMEM] )
-        comms_type='shmem'
-     ;;
      *)
         AC_MSG_ERROR([${ac_COMMS} unsupported --enable-comms option]);
      ;;
@@ -482,6 +510,8 @@ compiler version            : ${ax_cv_gxx_version}
 SIMD                        : ${ac_SIMD}${SIMD_GEN_WIDTH_MSG}
 Threading                   : ${ac_openmp}
 Communications type         : ${comms_type}
+Shared memory allocator     : ${ac_SHM}
+Shared memory mmap path     : ${ac_SHMPATH}
 Default precision           : ${ac_PRECISION}
 Software FP16 conversion    : ${ac_SFW_FP16}
 RNG choice                  : ${ac_RNG}
@@ -515,6 +545,7 @@ AC_CONFIG_FILES(tests/forces/Makefile)
 AC_CONFIG_FILES(tests/hadrons/Makefile)
 AC_CONFIG_FILES(tests/hmc/Makefile)
 AC_CONFIG_FILES(tests/solver/Makefile)
+AC_CONFIG_FILES(tests/lanczos/Makefile)
 AC_CONFIG_FILES(tests/smearing/Makefile)
 AC_CONFIG_FILES(tests/qdpxx/Makefile)
 AC_CONFIG_FILES(tests/testu01/Makefile)

extras/Hadrons/Application.cc

@@ -4,8 +4,7 @@ Grid physics library, www.github.com/paboyle/Grid
 
 Source file: extras/Hadrons/Application.cc
 
-Copyright (C) 2015
-Copyright (C) 2016
+Copyright (C) 2015-2018
 
 Author: Antonin Portelli <antonin.portelli@me.com>
 
@@ -43,12 +42,7 @@ using namespace Hadrons;
 // constructors ////////////////////////////////////////////////////////////////
 Application::Application(void)
 {
-    LOG(Message) << "Modules available:" << std::endl;
-    auto list = ModuleFactory::getInstance().getBuilderList();
-    for (auto &m: list)
-    {
-        LOG(Message) << "  " << m << std::endl;
-    }
+    initLogger();
     auto dim = GridDefaultLatt(), mpi = GridDefaultMpi(), loc(dim);
     locVol_ = 1;
     for (unsigned int d = 0; d < dim.size(); ++d)
@@ -73,12 +67,6 @@ Application::Application(const std::string parameterFileName)
     parameterFileName_ = parameterFileName;
 }
 
-// environment shortcut ////////////////////////////////////////////////////////
-Environment & Application::env(void) const
-{
-    return Environment::getInstance();
-}
-
 // access //////////////////////////////////////////////////////////////////////
 void Application::setPar(const Application::GlobalPar &par)
 {
@@ -94,14 +82,13 @@ const Application::GlobalPar & Application::getPar(void)
 // execute /////////////////////////////////////////////////////////////////////
 void Application::run(void)
 {
-    if (!parameterFileName_.empty() and (env().getNModule() == 0))
+    if (!parameterFileName_.empty() and (vm().getNModule() == 0))
     {
         parseParameterFile(parameterFileName_);
     }
-    if (!scheduled_)
-    {
-        schedule();
-    }
+    vm().printContent();
+    env().printContent();
+    schedule();
     printSchedule();
     configLoop();
 }
@@ -124,12 +111,20 @@ void Application::parseParameterFile(const std::string parameterFileName)
     LOG(Message) << "Building application from '" << parameterFileName << "'..." << std::endl;
     read(reader, "parameters", par);
     setPar(par);
-    push(reader, "modules");
-    push(reader, "module");
+    if (!push(reader, "modules"))
+    {
+        HADRON_ERROR(Parsing, "Cannot open node 'modules' in parameter file '" 
+                              + parameterFileName + "'");
+    }
+    if (!push(reader, "module"))
+    {
+        HADRON_ERROR(Parsing, "Cannot open node 'modules/module' in parameter file '" 
+                              + parameterFileName + "'");
+    }
     do
     {
         read(reader, "id", id);
-        env().createModule(id.name, id.type, reader);
+        vm().createModule(id.name, id.type, reader);
     } while (reader.nextElement("module"));
     pop(reader);
     pop(reader);
@@ -139,7 +134,7 @@ void Application::saveParameterFile(const std::string parameterFileName)
 {
     XmlWriter          writer(parameterFileName);
     ObjectId           id;
-    const unsigned int nMod = env().getNModule();
+    const unsigned int nMod = vm().getNModule();
     
     LOG(Message) << "Saving application to '" << parameterFileName << "'..." << std::endl;
     write(writer, "parameters", getPar());
@@ -147,10 +142,10 @@ void Application::saveParameterFile(const std::string parameterFileName)
     for (unsigned int i = 0; i < nMod; ++i)
     {
         push(writer, "module");
-        id.name = env().getModuleName(i);
-        id.type = env().getModule(i)->getRegisteredName();
+        id.name = vm().getModuleName(i);
+        id.type = vm().getModule(i)->getRegisteredName();
         write(writer, "id", id);
-        env().getModule(i)->saveParameters(writer, "options");
+        vm().getModule(i)->saveParameters(writer, "options");
         pop(writer);
     }
     pop(writer);
@@ -158,95 +153,13 @@ void Application::saveParameterFile(const std::string parameterFileName)
 }
 
 // schedule computation ////////////////////////////////////////////////////////
-#define MEM_MSG(size)\
-sizeString((size)*locVol_) << " (" << sizeString(size)  << "/site)"
-
-#define DEFINE_MEMPEAK \
-GeneticScheduler<unsigned int>::ObjFunc memPeak = \
-[this](const std::vector<unsigned int> &program)\
-{\
-    unsigned int memPeak;\
-    bool         msg;\
-    \
-    msg = HadronsLogMessage.isActive();\
-    HadronsLogMessage.Active(false);\
-    env().dryRun(true);\
-    memPeak = env().executeProgram(program);\
-    env().dryRun(false);\
-    env().freeAll();\
-    HadronsLogMessage.Active(true);\
-    \
-    return memPeak;\
-}
-
 void Application::schedule(void)
 {
-    DEFINE_MEMPEAK;
-    
-    // build module dependency graph
-    LOG(Message) << "Building module graph..." << std::endl;
-    auto graph = env().makeModuleGraph();
-    auto con = graph.getConnectedComponents();
-    
-    // constrained topological sort using a genetic algorithm
-    LOG(Message) << "Scheduling computation..." << std::endl;
-    LOG(Message) << "               #module= " << graph.size() << std::endl;
-    LOG(Message) << "       population size= " << par_.genetic.popSize << std::endl;
-    LOG(Message) << "       max. generation= " << par_.genetic.maxGen << std::endl;
-    LOG(Message) << "  max. cst. generation= " << par_.genetic.maxCstGen << std::endl;
-    LOG(Message) << "         mutation rate= " << par_.genetic.mutationRate << std::endl;
-    
-    unsigned int                               k = 0, gen, prevPeak, nCstPeak = 0;
-    std::random_device                         rd;
-    GeneticScheduler<unsigned int>::Parameters par;
-    
-    par.popSize      = par_.genetic.popSize;
-    par.mutationRate = par_.genetic.mutationRate;
-    par.seed         = rd();
-    memPeak_         = 0;
-    CartesianCommunicator::BroadcastWorld(0, &(par.seed), sizeof(par.seed));
-    for (unsigned int i = 0; i < con.size(); ++i)
+    if (!scheduled_ and !loadedSchedule_)
     {
-        GeneticScheduler<unsigned int> scheduler(con[i], memPeak, par);
-        
-        gen = 0;
-        do
-        {
-            LOG(Debug) << "Generation " << gen << ":" << std::endl;
-            scheduler.nextGeneration();
-            if (gen != 0)
-            {
-                if (prevPeak == scheduler.getMinValue())
-                {
-                    nCstPeak++;
-                }
-                else
-                {
-                    nCstPeak = 0;
-                }
-            }
-            
-            prevPeak = scheduler.getMinValue();
-            if (gen % 10 == 0)
-            {
-                LOG(Iterative) << "Generation " << gen << ": "
-                               << MEM_MSG(scheduler.getMinValue()) << std::endl;
-            }
-            
-            gen++;
-        } while ((gen < par_.genetic.maxGen)
-                 and (nCstPeak < par_.genetic.maxCstGen));
-        auto &t = scheduler.getMinSchedule();
-        if (scheduler.getMinValue() > memPeak_)
-        {
-            memPeak_ = scheduler.getMinValue();
-        }
-        for (unsigned int j = 0; j < t.size(); ++j)
-        {
-            program_.push_back(t[j]);
-        }
+        program_   = vm().schedule(par_.genetic);
+        scheduled_ = true;
     }
-    scheduled_ = true;
 }
 
 void Application::saveSchedule(const std::string filename)
@@ -256,21 +169,19 @@ void Application::saveSchedule(const std::string filename)
     
     if (!scheduled_)
     {
-        HADRON_ERROR("Computation not scheduled");
+        HADRON_ERROR(Definition, "Computation not scheduled");
     }
     LOG(Message) << "Saving current schedule to '" << filename << "'..."
                  << std::endl;
     for (auto address: program_)
     {
-        program.push_back(env().getModuleName(address));
+        program.push_back(vm().getModuleName(address));
     }
     write(writer, "schedule", program);
 }
 
 void Application::loadSchedule(const std::string filename)
 {
-    DEFINE_MEMPEAK;
-    
     TextReader               reader(filename);
     std::vector<std::string> program;
     
@@ -280,24 +191,24 @@ void Application::loadSchedule(const std::string filename)
     program_.clear();
     for (auto &name: program)
     {
-        program_.push_back(env().getModuleAddress(name));
+        program_.push_back(vm().getModuleAddress(name));
     }
-    scheduled_ = true;
-    memPeak_   = memPeak(program_);
+    loadedSchedule_ = true;
 }
 
 void Application::printSchedule(void)
 {
     if (!scheduled_)
     {
-        HADRON_ERROR("Computation not scheduled");
+        HADRON_ERROR(Definition, "Computation not scheduled");
     }
-    LOG(Message) << "Schedule (memory peak: " << MEM_MSG(memPeak_) << "):"
+    auto peak = vm().memoryNeeded(program_);
+    LOG(Message) << "Schedule (memory needed: " << sizeString(peak) << "):"
                  << std::endl;
     for (unsigned int i = 0; i < program_.size(); ++i)
     {
         LOG(Message) << std::setw(4) << i + 1 << ": "
-                     << env().getModuleName(program_[i]) << std::endl;
+                     << vm().getModuleName(program_[i]) << std::endl;
     }
 }
 
@@ -310,8 +221,8 @@ void Application::configLoop(void)
     {
         LOG(Message) << BIG_SEP << " Starting measurement for trajectory " << t
                      << " " << BIG_SEP << std::endl;
-        env().setTrajectory(t);
-        env().executeProgram(program_);
+        vm().setTrajectory(t);
+        vm().executeProgram(program_);
     }
     LOG(Message) << BIG_SEP << " End of measurement " << BIG_SEP << std::endl;
     env().freeAll();

extras/Hadrons/Application.hpp

@@ -4,8 +4,7 @@ Grid physics library, www.github.com/paboyle/Grid
 
 Source file: extras/Hadrons/Application.hpp
 
-Copyright (C) 2015
-Copyright (C) 2016
+Copyright (C) 2015-2018
 
 Author: Antonin Portelli <antonin.portelli@me.com>
 
@@ -31,8 +30,7 @@ See the full license in the file "LICENSE" in the top level distribution directo
 #define Hadrons_Application_hpp_
 
 #include <Grid/Hadrons/Global.hpp>
-#include <Grid/Hadrons/Environment.hpp>
-#include <Grid/Hadrons/ModuleFactory.hpp>
+#include <Grid/Hadrons/VirtualMachine.hpp>
 #include <Grid/Hadrons/Modules.hpp>
 
 BEGIN_HADRONS_NAMESPACE
@@ -51,25 +49,13 @@ public:
                                         unsigned int, end,
                                         unsigned int, step);
     };
-    class GeneticPar: Serializable
-    {
-    public:
-        GeneticPar(void):
-            popSize{20}, maxGen{1000}, maxCstGen{100}, mutationRate{.1} {};
-    public:
-        GRID_SERIALIZABLE_CLASS_MEMBERS(GeneticPar,
-                                        unsigned int, popSize,
-                                        unsigned int, maxGen,
-                                        unsigned int, maxCstGen,
-                                        double      , mutationRate);
-    };
     class GlobalPar: Serializable
     {
     public:
         GRID_SERIALIZABLE_CLASS_MEMBERS(GlobalPar,
-                                        TrajRange,   trajCounter,
-                                        GeneticPar,  genetic,
-                                        std::string, seed);
+                                        TrajRange,                  trajCounter,
+                                        VirtualMachine::GeneticPar, genetic,
+                                        std::string,                seed);
     };
 public:
     // constructors
@@ -100,14 +86,15 @@ public:
     void configLoop(void);
 private:
     // environment shortcut
-    Environment & env(void) const;
+    DEFINE_ENV_ALIAS;
+    // virtual machine shortcut
+    DEFINE_VM_ALIAS;
 private:
-    long unsigned int         locVol_;
-    std::string               parameterFileName_{""};
-    GlobalPar                 par_;
-    std::vector<unsigned int> program_;
-    Environment::Size         memPeak_;
-    bool                      scheduled_{false};
+    long unsigned int       locVol_;
+    std::string             parameterFileName_{""};
+    GlobalPar               par_;
+    VirtualMachine::Program program_;
+    bool                    scheduled_{false}, loadedSchedule_{false};
 };
 
 /******************************************************************************
@@ -117,14 +104,16 @@ private:
 template <typename M>
 void Application::createModule(const std::string name)
 {
-    env().createModule<M>(name);
+    vm().createModule<M>(name);
+    scheduled_ = false;
 }
 
 template <typename M>
 void Application::createModule(const std::string name,
                                const typename M::Par &par)
 {
-    env().createModule<M>(name, par);
+    vm().createModule<M>(name, par);
+    scheduled_ = false;
 }
 
 END_HADRONS_NAMESPACE

extras/Hadrons/Environment.cc

@@ -4,8 +4,7 @@ Grid physics library, www.github.com/paboyle/Grid
 
 Source file: extras/Hadrons/Environment.cc
 
-Copyright (C) 2015
-Copyright (C) 2016
+Copyright (C) 2015-2018
 
 Author: Antonin Portelli <antonin.portelli@me.com>
 
@@ -35,6 +34,9 @@ using namespace Grid;
 using namespace QCD;
 using namespace Hadrons;
 
+#define ERROR_NO_ADDRESS(address)\
+HADRON_ERROR(Definition, "no object with address " + std::to_string(address));
+
 /******************************************************************************
  *                       Environment implementation                           *
  ******************************************************************************/
@@ -56,28 +58,6 @@ Environment::Environment(void)
     rng4d_.reset(new GridParallelRNG(grid4d_.get()));
 }
 
-// dry run /////////////////////////////////////////////////////////////////////
-void Environment::dryRun(const bool isDry)
-{
-    dryRun_ = isDry;
-}
-
-bool Environment::isDryRun(void) const
-{
-    return dryRun_;
-}
-
-// trajectory number ///////////////////////////////////////////////////////////
-void Environment::setTrajectory(const unsigned int traj)
-{
-    traj_ = traj;
-}
-
-unsigned int Environment::getTrajectory(void) const
-{
-    return traj_;
-}
-
 // grids ///////////////////////////////////////////////////////////////////////
 void Environment::createGrid(const unsigned int Ls)
 {
@@ -105,7 +85,7 @@ GridCartesian * Environment::getGrid(const unsigned int Ls) const
     }
     catch(std::out_of_range &)
     {
-        HADRON_ERROR("no grid with Ls= " << Ls);
+        HADRON_ERROR(Definition, "no grid with Ls= " + std::to_string(Ls));
     }
 }
 
@@ -124,7 +104,7 @@ GridRedBlackCartesian * Environment::getRbGrid(const unsigned int Ls) const
     }
     catch(std::out_of_range &)
     {
-        HADRON_ERROR("no red-black 5D grid with Ls= " << Ls);
+        HADRON_ERROR(Definition, "no red-black 5D grid with Ls= " + std::to_string(Ls));
     }
 }
 
@@ -143,6 +123,11 @@ int Environment::getDim(const unsigned int mu) const
     return dim_[mu];
 }
 
+unsigned long int Environment::getLocalVolume(void) const
+{
+    return locVol_;
+}
+
 // random number generator /////////////////////////////////////////////////////
 void Environment::setSeed(const std::vector<int> &seed)
 {
@@ -154,291 +139,6 @@ GridParallelRNG * Environment::get4dRng(void) const
     return rng4d_.get();
 }
 
-// module management ///////////////////////////////////////////////////////////
-void Environment::pushModule(Environment::ModPt &pt)
-{
-    std::string name = pt->getName();
-    
-    if (!hasModule(name))
-    {
-        std::vector<unsigned int> inputAddress;
-        unsigned int              address;
-        ModuleInfo                m;
-        
-        m.data = std::move(pt);
-        m.type = typeIdPt(*m.data.get());
-        m.name = name;
-        auto input  = m.data->getInput();
-        for (auto &in: input)
-        {
-            if (!hasObject(in))
-            {
-                addObject(in , -1);
-            }
-            m.input.push_back(objectAddress_[in]);
-        }
-        auto output = m.data->getOutput();
-        module_.push_back(std::move(m));
-        address              = static_cast<unsigned int>(module_.size() - 1);
-        moduleAddress_[name] = address;
-        for (auto &out: output)
-        {
-            if (!hasObject(out))
-            {
-                addObject(out, address);
-            }
-            else
-            {
-                if (object_[objectAddress_[out]].module < 0)
-                {
-                    object_[objectAddress_[out]].module = address;
-                }
-                else
-                {
-                    HADRON_ERROR("object '" + out
-                                 + "' is already produced by module '"
-                                 + module_[object_[getObjectAddress(out)].module].name
-                                 + "' (while pushing module '" + name + "')");
-                }
-            }
-        }
-    }
-    else
-    {
-        HADRON_ERROR("module '" + name + "' already exists");
-    }
-}
-
-unsigned int Environment::getNModule(void) const
-{
-    return module_.size();
-}
-
-void Environment::createModule(const std::string name, const std::string type,
-                               XmlReader &reader)
-{
-    auto &factory = ModuleFactory::getInstance();
-    auto pt       = factory.create(type, name);
-    
-    pt->parseParameters(reader, "options");
-    pushModule(pt);
-}
-
-ModuleBase * Environment::getModule(const unsigned int address) const
-{
-    if (hasModule(address))
-    {
-        return module_[address].data.get();
-    }
-    else
-    {
-        HADRON_ERROR("no module with address " + std::to_string(address));
-    }
-}
-
-ModuleBase * Environment::getModule(const std::string name) const
-{
-    return getModule(getModuleAddress(name));
-}
-
-unsigned int Environment::getModuleAddress(const std::string name) const
-{
-    if (hasModule(name))
-    {
-        return moduleAddress_.at(name);
-    }
-    else
-    {
-        HADRON_ERROR("no module with name '" + name + "'");
-    }
-}
-
-std::string Environment::getModuleName(const unsigned int address) const
-{
-    if (hasModule(address))
-    {
-        return module_[address].name;
-    }
-    else
-    {
-        HADRON_ERROR("no module with address " + std::to_string(address));
-    }
-}
-
-std::string Environment::getModuleType(const unsigned int address) const
-{
-    if (hasModule(address))
-    {
-        return typeName(module_[address].type);
-    }
-    else
-    {
-        HADRON_ERROR("no module with address " + std::to_string(address));
-    }
-}
-
-std::string Environment::getModuleType(const std::string name) const
-{
-    return getModuleType(getModuleAddress(name));
-}
-
-std::string Environment::getModuleNamespace(const unsigned int address) const
-{
-    std::string type = getModuleType(address), ns;
-    
-    auto pos2 = type.rfind("::");
-    auto pos1 = type.rfind("::", pos2 - 2);
-    
-    return type.substr(pos1 + 2, pos2 - pos1 - 2);
-}
-
-std::string Environment::getModuleNamespace(const std::string name) const
-{
-    return getModuleNamespace(getModuleAddress(name));
-}
-
-bool Environment::hasModule(const unsigned int address) const
-{
-    return (address < module_.size());
-}
-
-bool Environment::hasModule(const std::string name) const
-{
-    return (moduleAddress_.find(name) != moduleAddress_.end());
-}
-
-Graph<unsigned int> Environment::makeModuleGraph(void) const
-{
-    Graph<unsigned int> moduleGraph;
-    
-    for (unsigned int i = 0; i < module_.size(); ++i)
-    {
-        moduleGraph.addVertex(i);
-        for (auto &j: module_[i].input)
-        {
-            moduleGraph.addEdge(object_[j].module, i);
-        }
-    }
-    
-    return moduleGraph;
-}
-
-#define BIG_SEP "==============="
-#define SEP     "---------------"
-#define MEM_MSG(size)\
-sizeString((size)*locVol_) << " (" << sizeString(size)  << "/site)"
-
-Environment::Size
-Environment::executeProgram(const std::vector<unsigned int> &p)
-{
-    Size                                memPeak = 0, sizeBefore, sizeAfter;
-    std::vector<std::set<unsigned int>> freeProg;
-    bool                                continueCollect, nothingFreed;
-    
-    // build garbage collection schedule
-    freeProg.resize(p.size());
-    for (unsigned int i = 0; i < object_.size(); ++i)
-    {
-        auto pred = [i, this](const unsigned int j)
-        {
-            auto &in = module_[j].input;
-            auto it  = std::find(in.begin(), in.end(), i);
-            
-            return (it != in.end()) or (j == object_[i].module);
-        };
-        auto it = std::find_if(p.rbegin(), p.rend(), pred);
-        if (it != p.rend())
-        {
-            freeProg[p.rend() - it - 1].insert(i);
-        }
-    }
-    
-    // program execution
-    for (unsigned int i = 0; i < p.size(); ++i)
-    {
-        // execute module
-        if (!isDryRun())
-        {
-            LOG(Message) << SEP << " Measurement step " << i+1 << "/"
-                         << p.size() << " (module '" << module_[p[i]].name
-                         << "') " << SEP << std::endl;
-        }
-        (*module_[p[i]].data)();
-        sizeBefore = getTotalSize();
-        // print used memory after execution
-        if (!isDryRun())
-        {
-            LOG(Message) << "Allocated objects: " << MEM_MSG(sizeBefore)
-                         << std::endl;
-        }
-        if (sizeBefore > memPeak)
-        {
-            memPeak = sizeBefore;
-        }
-        // garbage collection for step i
-        if (!isDryRun())
-        {
-            LOG(Message) << "Garbage collection..." << std::endl;
-        }
-        nothingFreed = true;
-        do
-        {
-            continueCollect = false;
-            auto toFree = freeProg[i];
-            for (auto &j: toFree)
-            {
-                // continue garbage collection while there are still
-                // objects without owners
-                continueCollect = continueCollect or !hasOwners(j);
-                if(freeObject(j))
-                {
-                    // if an object has been freed, remove it from
-                    // the garbage collection schedule
-                    freeProg[i].erase(j);
-                    nothingFreed = false;
-                }
-            }
-        } while (continueCollect);
-        // any remaining objects in step i garbage collection schedule
-        // is scheduled for step i + 1
-        if (i + 1 < p.size())
-        {
-            for (auto &j: freeProg[i])
-            {
-                freeProg[i + 1].insert(j);
-            }
-        }
-        // print used memory after garbage collection if necessary
-        if (!isDryRun())
-        {
-            sizeAfter = getTotalSize();
-            if (sizeBefore != sizeAfter)
-            {
-                LOG(Message) << "Allocated objects: " << MEM_MSG(sizeAfter)
-                             << std::endl;
-            }
-            else
-            {
-                LOG(Message) << "Nothing to free" << std::endl;
-            }
-        }
-    }
-    
-    return memPeak;
-}
-
-Environment::Size Environment::executeProgram(const std::vector<std::string> &p)
-{
-    std::vector<unsigned int> pAddress;
-    
-    for (auto &n: p)
-    {
-        pAddress.push_back(getModuleAddress(n));
-    }
-    
-    return executeProgram(pAddress);
-}
-
 // general memory management ///////////////////////////////////////////////////
 void Environment::addObject(const std::string name, const int moduleAddress)
 {
@@ -448,46 +148,25 @@ void Environment::addObject(const std::string name, const int moduleAddress)
         
         info.name   = name;
         info.module = moduleAddress;
+        info.data   = nullptr;
         object_.push_back(std::move(info));
         objectAddress_[name] = static_cast<unsigned int>(object_.size() - 1);
     }
     else
     {
-        HADRON_ERROR("object '" + name + "' already exists");
+        HADRON_ERROR(Definition, "object '" + name + "' already exists");
     }
 }
 
-void Environment::registerObject(const unsigned int address,
-                                 const unsigned int size, const unsigned int Ls)
+void Environment::setObjectModule(const unsigned int objAddress,
+                                  const int modAddress)
 {
-    if (!hasRegisteredObject(address))
-    {
-        if (hasObject(address))
-        {
-            object_[address].size         = size;
-            object_[address].Ls           = Ls;
-            object_[address].isRegistered = true;
-        }
-        else
-        {
-            HADRON_ERROR("no object with address " + std::to_string(address));
-        }
-    }
-    else
-    {
-        HADRON_ERROR("object with address " + std::to_string(address)
-                     + " already registered");
-    }
+    object_[objAddress].module = modAddress;
 }
 
-void Environment::registerObject(const std::string name,
-                                 const unsigned int size, const unsigned int Ls)
+unsigned int Environment::getMaxAddress(void) const
 {
-    if (!hasObject(name))
-    {
-        addObject(name);
-    }
-    registerObject(getObjectAddress(name), size, Ls);
+    return object_.size();
 }
 
 unsigned int Environment::getObjectAddress(const std::string name) const
@@ -498,7 +177,7 @@ unsigned int Environment::getObjectAddress(const std::string name) const
     }
     else
     {
-        HADRON_ERROR("no object with name '" + name + "'");
+        HADRON_ERROR(Definition, "no object with name '" + name + "'");
     }
 }
 
@@ -510,13 +189,13 @@ std::string Environment::getObjectName(const unsigned int address) const
     }
     else
     {
-        HADRON_ERROR("no object with address " + std::to_string(address));
+        ERROR_NO_ADDRESS(address);
     }
 }
 
 std::string Environment::getObjectType(const unsigned int address) const
 {
-    if (hasRegisteredObject(address))
+    if (hasObject(address))
     {
         if (object_[address].type)
         {
@@ -527,14 +206,9 @@ std::string Environment::getObjectType(const unsigned int address) const
             return "<no type>";
         }
     }
-    else if (hasObject(address))
-    {
-        HADRON_ERROR("object with address " + std::to_string(address)
-                     + " exists but is not registered");
-    }
     else
     {
-        HADRON_ERROR("no object with address " + std::to_string(address));
+        ERROR_NO_ADDRESS(address);
     }
 }
 
@@ -545,18 +219,13 @@ std::string Environment::getObjectType(const std::string name) const
 
 Environment::Size Environment::getObjectSize(const unsigned int address) const
 {
-    if (hasRegisteredObject(address))
+    if (hasObject(address))
     {
         return object_[address].size;
     }
-    else if (hasObject(address))
-    {
-        HADRON_ERROR("object with address " + std::to_string(address)
-                     + " exists but is not registered");
-    }
     else
     {
-        HADRON_ERROR("no object with address " + std::to_string(address));
+        ERROR_NO_ADDRESS(address);
     }
 }
 
@@ -565,7 +234,24 @@ Environment::Size Environment::getObjectSize(const std::string name) const
     return getObjectSize(getObjectAddress(name));
 }
 
-unsigned int Environment::getObjectModule(const unsigned int address) const
+Environment::Storage Environment::getObjectStorage(const unsigned int address) const
+{
+    if (hasObject(address))
+    {
+        return object_[address].storage;
+    }
+    else
+    {
+        ERROR_NO_ADDRESS(address);
+    }
+}
+
+Environment::Storage Environment::getObjectStorage(const std::string name) const
+{
+    return getObjectStorage(getObjectAddress(name));
+}
+
+int Environment::getObjectModule(const unsigned int address) const
 {
     if (hasObject(address))
     {
@@ -573,29 +259,24 @@ unsigned int Environment::getObjectModule(const unsigned int address) const
     }
     else
     {
-        HADRON_ERROR("no object with address " + std::to_string(address));
+        ERROR_NO_ADDRESS(address);
     }
 }
 
-unsigned int Environment::getObjectModule(const std::string name) const
+int Environment::getObjectModule(const std::string name) const
 {
     return getObjectModule(getObjectAddress(name));
 }
 
 unsigned int Environment::getObjectLs(const unsigned int address) const
 {
-    if (hasRegisteredObject(address))
+    if (hasObject(address))
     {
         return object_[address].Ls;
     }
-    else if (hasObject(address))
-    {
-        HADRON_ERROR("object with address " + std::to_string(address)
-                     + " exists but is not registered");
-    }
     else
     {
-        HADRON_ERROR("no object with address " + std::to_string(address));
+        ERROR_NO_ADDRESS(address);
     }
 }
 
@@ -616,30 +297,6 @@ bool Environment::hasObject(const std::string name) const
     return ((it != objectAddress_.end()) and hasObject(it->second));
 }
 
-bool Environment::hasRegisteredObject(const unsigned int address) const
-{
-    if (hasObject(address))
-    {
-        return object_[address].isRegistered;
-    }
-    else
-    {
-        return false;
-    }
-}
-
-bool Environment::hasRegisteredObject(const std::string name) const
-{
-    if (hasObject(name))
-    {
-        return hasRegisteredObject(getObjectAddress(name));
-    }
-    else
-    {
-        return false;
-    }
-}
-
 bool Environment::hasCreatedObject(const unsigned int address) const
 {
     if (hasObject(address))
@@ -680,92 +337,27 @@ Environment::Size Environment::getTotalSize(void) const
     
     for (auto &o: object_)
     {
-        if (o.isRegistered)
-        {
-            size += o.size;
-        }
+        size += o.size;
     }
     
     return size;
 }
 
-void Environment::addOwnership(const unsigned int owner,
-                               const unsigned int property)
+void Environment::freeObject(const unsigned int address)
 {
-    if (hasObject(property))
+    if (hasCreatedObject(address))
     {
-        object_[property].owners.insert(owner);
-    }
-    else
-    {
-        HADRON_ERROR("no object with address " + std::to_string(property));
-    }
-    if (hasObject(owner))
-    {
-        object_[owner].properties.insert(property);
-    }
-    else
-    {
-        HADRON_ERROR("no object with address " + std::to_string(owner));
+        LOG(Message) << "Destroying object '" << object_[address].name
+                     << "'" << std::endl;
     }
+    object_[address].size = 0;
+    object_[address].type = nullptr;
+    object_[address].data.reset(nullptr);
 }
 
-void Environment::addOwnership(const std::string owner,
-                               const std::string property)
+void Environment::freeObject(const std::string name)
 {
-    addOwnership(getObjectAddress(owner), getObjectAddress(property));
-}
-
-bool Environment::hasOwners(const unsigned int address) const
-{
-    
-    if (hasObject(address))
-    {
-        return (!object_[address].owners.empty());
-    }
-    else
-    {
-        HADRON_ERROR("no object with address " + std::to_string(address));
-    }
-}
-
-bool Environment::hasOwners(const std::string name) const
-{
-    return hasOwners(getObjectAddress(name));
-}
-
-bool Environment::freeObject(const unsigned int address)
-{
-    if (!hasOwners(address))
-    {
-        if (!isDryRun() and object_[address].isRegistered)
-        {
-            LOG(Message) << "Destroying object '" << object_[address].name
-                         << "'" << std::endl;
-        }
-        for (auto &p: object_[address].properties)
-        {
-            object_[p].owners.erase(address);
-        }
-        object_[address].size         = 0;
-        object_[address].Ls           = 0;
-        object_[address].isRegistered = false;
-        object_[address].type         = nullptr;
-        object_[address].owners.clear();
-        object_[address].properties.clear();
-        object_[address].data.reset(nullptr);
-        
-        return true;
-    }
-    else
-    {
-        return false;
-    }
-}
-
-bool Environment::freeObject(const std::string name)
-{
-    return freeObject(getObjectAddress(name));
+    freeObject(getObjectAddress(name));
 }
 
 void Environment::freeAll(void)
@@ -776,18 +368,24 @@ void Environment::freeAll(void)
     }
 }
 
-void Environment::printContent(void)
+void Environment::protectObjects(const bool protect)
 {
-    LOG(Message) << "Modules: " << std::endl;
-    for (unsigned int i = 0; i < module_.size(); ++i)
-    {
-        LOG(Message) << std::setw(4) << i << ": "
-                     << getModuleName(i) << std::endl;
-    }
-    LOG(Message) << "Objects: " << std::endl;
+    protect_ = protect;
+}
+
+bool Environment::objectsProtected(void) const
+{
+    return protect_;
+}
+
+// print environment content ///////////////////////////////////////////////////
+void Environment::printContent(void) const
+{
+    LOG(Debug) << "Objects: " << std::endl;
     for (unsigned int i = 0; i < object_.size(); ++i)
     {
-        LOG(Message) << std::setw(4) << i << ": "
-                     << getObjectName(i) << std::endl;
+        LOG(Debug) << std::setw(4) << i << ": "
+                   << getObjectName(i) << " ("
+                   << sizeString(getObjectSize(i)) << ")" << std::endl;
     }
 }

extras/Hadrons/Environment.hpp

@@ -4,8 +4,7 @@ Grid physics library, www.github.com/paboyle/Grid
 
 Source file: extras/Hadrons/Environment.hpp
 
-Copyright (C) 2015
-Copyright (C) 2016
+Copyright (C) 2015-2018
 
 Author: Antonin Portelli <antonin.portelli@me.com>
 
@@ -31,20 +30,12 @@ See the full license in the file "LICENSE" in the top level distribution directo
 #define Hadrons_Environment_hpp_
 
 #include <Grid/Hadrons/Global.hpp>
-#include <Grid/Hadrons/Graph.hpp>
-
-#ifndef SITE_SIZE_TYPE
-#define SITE_SIZE_TYPE unsigned int
-#endif
 
 BEGIN_HADRONS_NAMESPACE
 
 /******************************************************************************
  *                         Global environment                                 *
  ******************************************************************************/
-// forward declaration of Module
-class ModuleBase;
-
 class Object
 {
 public:
@@ -66,123 +57,78 @@ private:
     std::unique_ptr<T> objPt_{nullptr};
 };
 
+#define DEFINE_ENV_ALIAS \
+inline Environment & env(void) const\
+{\
+    return Environment::getInstance();\
+}
+
 class Environment
 {
     SINGLETON(Environment);
 public:
     typedef SITE_SIZE_TYPE                         Size;
-    typedef std::unique_ptr<ModuleBase>            ModPt;
     typedef std::unique_ptr<GridCartesian>         GridPt;
     typedef std::unique_ptr<GridRedBlackCartesian> GridRbPt;
     typedef std::unique_ptr<GridParallelRNG>       RngPt;
-    typedef std::unique_ptr<LatticeBase>           LatticePt;
+    enum class Storage {object, cache, temporary};
 private:
-    struct ModuleInfo
-    {
-        const std::type_info      *type{nullptr};
-        std::string               name;
-        ModPt                     data{nullptr};
-        std::vector<unsigned int> input;
-    };
     struct ObjInfo
     {
         Size                    size{0};
+        Storage                 storage{Storage::object};
         unsigned int            Ls{0};
-        bool                    isRegistered{false};
         const std::type_info    *type{nullptr};
         std::string             name;
         int                     module{-1};
-        std::set<unsigned int>  owners, properties;
         std::unique_ptr<Object> data{nullptr};
     };
 public:
-    // dry run
-    void                    dryRun(const bool isDry);
-    bool                    isDryRun(void) const;
-    // trajectory number
-    void                    setTrajectory(const unsigned int traj);
-    unsigned int            getTrajectory(void) const;
     // grids
     void                    createGrid(const unsigned int Ls);
     GridCartesian *         getGrid(const unsigned int Ls = 1) const;
     GridRedBlackCartesian * getRbGrid(const unsigned int Ls = 1) const;
     std::vector<int>        getDim(void) const;
     int                     getDim(const unsigned int mu) const;
+    unsigned long int       getLocalVolume(void) const;
     unsigned int            getNd(void) const;
     // random number generator
     void                    setSeed(const std::vector<int> &seed);
     GridParallelRNG *       get4dRng(void) const;
-    // module management
-    void                    pushModule(ModPt &pt);
-    template <typename M>
-    void                    createModule(const std::string name);
-    template <typename M>
-    void                    createModule(const std::string name,
-                                         const typename M::Par &par);
-    void                    createModule(const std::string name,
-                                         const std::string type,
-                                         XmlReader &reader);
-    unsigned int            getNModule(void) const;
-    ModuleBase *            getModule(const unsigned int address) const;
-    ModuleBase *            getModule(const std::string name) const;
-    template <typename M>
-    M *                     getModule(const unsigned int address) const;
-    template <typename M>
-    M *                     getModule(const std::string name) const;
-    unsigned int            getModuleAddress(const std::string name) const;
-    std::string             getModuleName(const unsigned int address) const;
-    std::string             getModuleType(const unsigned int address) const;
-    std::string             getModuleType(const std::string name) const;
-    std::string             getModuleNamespace(const unsigned int address) const;
-    std::string             getModuleNamespace(const std::string name) const;
-    bool                    hasModule(const unsigned int address) const;
-    bool                    hasModule(const std::string name) const;
-    Graph<unsigned int>     makeModuleGraph(void) const;
-    Size                    executeProgram(const std::vector<unsigned int> &p);
-    Size                    executeProgram(const std::vector<std::string> &p);
     // general memory management
     void                    addObject(const std::string name,
                                       const int moduleAddress = -1);
-    void                    registerObject(const unsigned int address,
-                                           const unsigned int size,
-                                           const unsigned int Ls = 1);
-    void                    registerObject(const std::string name,
-                                           const unsigned int size,
-                                           const unsigned int Ls = 1);
-    template <typename T>
-    unsigned int            lattice4dSize(void) const;
-    template <typename T>
-    void                    registerLattice(const unsigned int address,
-                                            const unsigned int Ls = 1);
-    template <typename T>
-    void                    registerLattice(const std::string name,
-                                            const unsigned int Ls = 1);
-    template <typename T>
-    void                    setObject(const unsigned int address, T *object);
-    template <typename T>
-    void                    setObject(const std::string name, T *object);
+    template <typename B, typename T, typename ... Ts>
+    void                    createDerivedObject(const std::string name,
+                                                const Environment::Storage storage,
+                                                const unsigned int Ls,
+                                                Ts && ... args);
+    template <typename T, typename ... Ts>
+    void                    createObject(const std::string name,
+                                         const Environment::Storage storage,
+                                         const unsigned int Ls,
+                                         Ts && ... args);
+    void                    setObjectModule(const unsigned int objAddress,
+                                            const int modAddress);
     template <typename T>
     T *                     getObject(const unsigned int address) const;
     template <typename T>
     T *                     getObject(const std::string name) const;
-    template <typename T>
-    T *                     createLattice(const unsigned int address);
-    template <typename T>
-    T *                     createLattice(const std::string name);
+    unsigned int            getMaxAddress(void) const;
     unsigned int            getObjectAddress(const std::string name) const;
     std::string             getObjectName(const unsigned int address) const;
     std::string             getObjectType(const unsigned int address) const;
     std::string             getObjectType(const std::string name) const;
     Size                    getObjectSize(const unsigned int address) const;
     Size                    getObjectSize(const std::string name) const;
-    unsigned int            getObjectModule(const unsigned int address) const;
-    unsigned int            getObjectModule(const std::string name) const;
+    Storage                 getObjectStorage(const unsigned int address) const;
+    Storage                 getObjectStorage(const std::string name) const;
+    int                     getObjectModule(const unsigned int address) const;
+    int                     getObjectModule(const std::string name) const;
     unsigned int            getObjectLs(const unsigned int address) const;
     unsigned int            getObjectLs(const std::string name) const;
     bool                    hasObject(const unsigned int address) const;
     bool                    hasObject(const std::string name) const;
-    bool                    hasRegisteredObject(const unsigned int address) const;
-    bool                    hasRegisteredObject(const std::string name) const;
     bool                    hasCreatedObject(const unsigned int address) const;
     bool                    hasCreatedObject(const std::string name) const;
     bool                    isObject5d(const unsigned int address) const;
@@ -192,20 +138,17 @@ public:
     template <typename T>
     bool                    isObjectOfType(const std::string name) const;
     Environment::Size       getTotalSize(void) const;
-    void                    addOwnership(const unsigned int owner,
-                                         const unsigned int property);
-    void                    addOwnership(const std::string owner,
-                                         const std::string property);
-    bool                    hasOwners(const unsigned int address) const;
-    bool                    hasOwners(const std::string name) const;
-    bool                    freeObject(const unsigned int address);
-    bool                    freeObject(const std::string name);
+    void                    freeObject(const unsigned int address);
+    void                    freeObject(const std::string name);
     void                    freeAll(void);
-    void                    printContent(void);
+    void                    protectObjects(const bool protect);
+    bool                    objectsProtected(void) const;
+    // print environment content
+    void                    printContent(void) const;
 private:
     // general
-    bool                                   dryRun_{false};
-    unsigned int                           traj_, locVol_;
+    unsigned long int                      locVol_;
+    bool                                   protect_{true};
     // grids
     std::vector<int>                       dim_;
     GridPt                                 grid4d_;
@@ -215,11 +158,6 @@ private:
     unsigned int                           nd_;
     // random number generator
     RngPt                                  rng4d_;
-    // module and related maps
-    std::vector<ModuleInfo>                module_;
-    std::map<std::string, unsigned int>    moduleAddress_;
-    // lattice store
-    std::map<unsigned int, LatticePt>      lattice_;
     // object store
     std::vector<ObjInfo>                   object_;
     std::map<std::string, unsigned int>    objectAddress_;
@@ -256,116 +194,85 @@ void Holder<T>::reset(T *pt)
 /******************************************************************************
  *                     Environment template implementation                    *
  ******************************************************************************/
-// module management ///////////////////////////////////////////////////////////
-template <typename M>
-void Environment::createModule(const std::string name)
+// general memory management ///////////////////////////////////////////////////
+template <typename B, typename T, typename ... Ts>
+void Environment::createDerivedObject(const std::string name,
+                                      const Environment::Storage storage,
+                                      const unsigned int Ls,
+                                      Ts && ... args)
 {
-    ModPt pt(new M(name));
+    if (!hasObject(name))
+    {
+        addObject(name);
+    }
     
-    pushModule(pt);
-}
-
-template <typename M>
-void Environment::createModule(const std::string name,
-                               const typename M::Par &par)
-{
-    ModPt pt(new M(name));
+    unsigned int address = getObjectAddress(name);
     
-    static_cast<M *>(pt.get())->setPar(par);
-    pushModule(pt);
-}
-
-template <typename M>
-M * Environment::getModule(const unsigned int address) const
-{
-    if (auto *pt = dynamic_cast<M *>(getModule(address)))
+    if (!object_[address].data or !objectsProtected())
     {
-        return pt;
+        MemoryStats memStats;
+    
+        if (!MemoryProfiler::stats)
+        {
+            MemoryProfiler::stats = &memStats;
+        }
+        size_t initMem           = MemoryProfiler::stats->currentlyAllocated;
+        object_[address].storage = storage;
+        object_[address].Ls      = Ls;
+        object_[address].data.reset(new Holder<B>(new T(std::forward<Ts>(args)...)));
+        object_[address].size    = MemoryProfiler::stats->maxAllocated - initMem;
+        object_[address].type    = &typeid(T);
+        if (MemoryProfiler::stats == &memStats)
+        {
+            MemoryProfiler::stats = nullptr;
+        }
     }
-    else
+    // object already exists, no error if it is a cache, error otherwise
+    else if ((object_[address].storage != Storage::cache) or 
+             (object_[address].storage != storage)        or
+             (object_[address].name    != name)           or
+             (object_[address].type    != &typeid(T)))
     {
-        HADRON_ERROR("module '" + module_[address].name
-                     + "' does not have type " + typeid(M).name()
-                     + "(object type: " + getModuleType(address) + ")");
+        HADRON_ERROR(Definition, "object '" + name + "' already allocated");
     }
 }
 
-template <typename M>
-M * Environment::getModule(const std::string name) const
+template <typename T, typename ... Ts>
+void Environment::createObject(const std::string name, 
+                               const Environment::Storage storage,
+                               const unsigned int Ls,
+                               Ts && ... args)
 {
-    return getModule<M>(getModuleAddress(name));
-}
-
-template <typename T>
-unsigned int Environment::lattice4dSize(void) const
-{
-    return sizeof(typename T::vector_object)/getGrid()->Nsimd();
-}
-
-template <typename T>
-void Environment::registerLattice(const unsigned int address,
-                                  const unsigned int Ls)
-{
-    createGrid(Ls);
-    registerObject(address, Ls*lattice4dSize<T>(), Ls);
-}
-
-template <typename T>
-void Environment::registerLattice(const std::string name, const unsigned int Ls)
-{
-    createGrid(Ls);
-    registerObject(name, Ls*lattice4dSize<T>(), Ls);
-}
-
-template <typename T>
-void Environment::setObject(const unsigned int address, T *object)
-{
-    if (hasRegisteredObject(address))
-    {
-        object_[address].data.reset(new Holder<T>(object));
-        object_[address].type = &typeid(T);
-    }
-    else if (hasObject(address))
-    {
-        HADRON_ERROR("object with address " + std::to_string(address) +
-                     " exists but is not registered");
-    }
-    else
-    {
-        HADRON_ERROR("no object with address " + std::to_string(address));
-    }
-}
-
-template <typename T>
-void Environment::setObject(const std::string name, T *object)
-{
-    setObject(getObjectAddress(name), object);
+    createDerivedObject<T, T>(name, storage, Ls, std::forward<Ts>(args)...);
 }
 
 template <typename T>
 T * Environment::getObject(const unsigned int address) const
 {
-    if (hasRegisteredObject(address))
+    if (hasObject(address))
     {
-        if (auto h = dynamic_cast<Holder<T> *>(object_[address].data.get()))
+        if (hasCreatedObject(address))
         {
-            return h->getPt();
+            if (auto h = dynamic_cast<Holder<T> *>(object_[address].data.get()))
+            {
+                return h->getPt();
+            }
+            else
+            {
+                HADRON_ERROR(Definition, "object with address " + std::to_string(address) +
+                            " does not have type '" + typeName(&typeid(T)) +
+                            "' (has type '" + getObjectType(address) + "')");
+            }
         }
         else
         {
-            HADRON_ERROR("object with address " + std::to_string(address) +
-                         " does not have type '" + typeName(&typeid(T)) +
-                         "' (has type '" + getObjectType(address) + "')");
+            HADRON_ERROR(Definition, "object with address " + std::to_string(address) +
+                         " is empty");
         }
     }
-    else if (hasObject(address))
-    {
-        HADRON_ERROR("object with address " + std::to_string(address) +
-                     " exists but is not registered");
-    }
     else
     {
-        HADRON_ERROR("no object with address " + std::to_string(address));
+        HADRON_ERROR(Definition, "no object with address " + std::to_string(address));
     }
 }
 
@@ -375,26 +282,10 @@ T * Environment::getObject(const std::string name) const
     return getObject<T>(getObjectAddress(name));
 }
 
-template <typename T>
-T * Environment::createLattice(const unsigned int address)
-{
-    GridCartesian *g = getGrid(getObjectLs(address));
-    
-    setObject(address, new T(g));
-    
-    return getObject<T>(address);
-}
-
-template <typename T>
-T * Environment::createLattice(const std::string name)
-{
-    return createLattice<T>(getObjectAddress(name));
-}
-
 template <typename T>
 bool Environment::isObjectOfType(const unsigned int address) const
 {
-    if (hasRegisteredObject(address))
+    if (hasObject(address))
     {
         if (auto h = dynamic_cast<Holder<T> *>(object_[address].data.get()))
         {
@@ -405,14 +296,9 @@ bool Environment::isObjectOfType(const unsigned int address) const
             return false;
         }
     }
-    else if (hasObject(address))
-    {
-        HADRON_ERROR("object with address " + std::to_string(address) +
-                     " exists but is not registered");
-    }
     else
     {
-        HADRON_ERROR("no object with address " + std::to_string(address));
+        HADRON_ERROR(Definition, "no object with address " + std::to_string(address));
     }
 }
 

extras/Hadrons/Exceptions.cc

@@ -0,0 +1,57 @@
+/*************************************************************************************
+
+Grid physics library, www.github.com/paboyle/Grid 
+
+Source file: extras/Hadrons/Exceptions.cc
+
+Copyright (C) 2015-2018
+
+Author: Antonin Portelli <antonin.portelli@me.com>
+
+This program is free software; you can redistribute it and/or modify
+it under the terms of the GNU General Public License as published by
+the Free Software Foundation; either version 2 of the License, or
+(at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+GNU General Public License for more details.
+
+You should have received a copy of the GNU General Public License along
+with this program; if not, write to the Free Software Foundation, Inc.,
+51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+See the full license in the file "LICENSE" in the top level distribution directory
+*************************************************************************************/
+/*  END LEGAL */
+
+#include <Grid/Hadrons/Exceptions.hpp>
+
+#ifndef ERR_SUFF
+#define ERR_SUFF " (" + loc + ")"
+#endif
+
+#define CONST_EXC(name, init) \
+name::name(std::string msg, std::string loc)\
+:init\
+{}
+
+using namespace Grid;
+using namespace Hadrons;
+using namespace Exceptions;
+
+// logic errors
+CONST_EXC(Logic, logic_error(msg + ERR_SUFF))
+CONST_EXC(Definition, Logic("definition error: " + msg, loc))
+CONST_EXC(Implementation, Logic("implementation error: " + msg, loc))
+CONST_EXC(Range, Logic("range error: " + msg, loc))
+CONST_EXC(Size, Logic("size error: " + msg, loc))
+// runtime errors
+CONST_EXC(Runtime, runtime_error(msg + ERR_SUFF))
+CONST_EXC(Argument, Runtime("argument error: " + msg, loc))
+CONST_EXC(Io, Runtime("IO error: " + msg, loc))
+CONST_EXC(Memory, Runtime("memory error: " + msg, loc))
+CONST_EXC(Parsing, Runtime("parsing error: " + msg, loc))
+CONST_EXC(Program, Runtime("program error: " + msg, loc))
+CONST_EXC(System, Runtime("system error: " + msg, loc))

extras/Hadrons/Exceptions.hpp

@@ -0,0 +1,72 @@
+/*************************************************************************************
+
+Grid physics library, www.github.com/paboyle/Grid 
+
+Source file: extras/Hadrons/Exceptions.hpp
+
+Copyright (C) 2015-2018
+
+Author: Antonin Portelli <antonin.portelli@me.com>
+
+This program is free software; you can redistribute it and/or modify
+it under the terms of the GNU General Public License as published by
+the Free Software Foundation; either version 2 of the License, or
+(at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+GNU General Public License for more details.
+
+You should have received a copy of the GNU General Public License along
+with this program; if not, write to the Free Software Foundation, Inc.,
+51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+See the full license in the file "LICENSE" in the top level distribution directory
+*************************************************************************************/
+/*  END LEGAL */
+
+#ifndef Hadrons_Exceptions_hpp_
+#define Hadrons_Exceptions_hpp_
+
+#include <stdexcept>
+#ifndef Hadrons_Global_hpp_
+#include <Grid/Hadrons/Global.hpp>
+#endif
+
+#define SRC_LOC std::string(__FUNCTION__) + " at " + std::string(__FILE__) + ":"\
+                + std::to_string(__LINE__)
+#define HADRON_ERROR(exc, msg)\
+LOG(Error) << msg << std::endl;\
+throw(Exceptions::exc(msg, SRC_LOC));
+
+#define DECL_EXC(name, base) \
+class name: public base\
+{\
+public:\
+    name(std::string msg, std::string loc);\
+}
+
+BEGIN_HADRONS_NAMESPACE
+
+namespace Exceptions
+{
+    // logic errors
+    DECL_EXC(Logic, std::logic_error);
+    DECL_EXC(Definition, Logic);
+    DECL_EXC(Implementation, Logic);
+    DECL_EXC(Range, Logic);
+    DECL_EXC(Size, Logic);
+    // runtime errors
+    DECL_EXC(Runtime, std::runtime_error);
+    DECL_EXC(Argument, Runtime);
+    DECL_EXC(Io, Runtime);
+    DECL_EXC(Memory, Runtime);
+    DECL_EXC(Parsing, Runtime);
+    DECL_EXC(Program, Runtime);
+    DECL_EXC(System, Runtime);
+}
+
+END_HADRONS_NAMESPACE
+
+#endif // Hadrons_Exceptions_hpp_

extras/Hadrons/Factory.hpp

@@ -4,8 +4,7 @@ Grid physics library, www.github.com/paboyle/Grid
 
 Source file: extras/Hadrons/Factory.hpp
 
-Copyright (C) 2015
-Copyright (C) 2016
+Copyright (C) 2015-2018
 
 Author: Antonin Portelli <antonin.portelli@me.com>
 
@@ -95,7 +94,7 @@ std::unique_ptr<T> Factory<T>::create(const std::string type,
     }
     catch (std::out_of_range &)
     {
-        HADRON_ERROR("object of type '" + type + "' unknown");
+        HADRON_ERROR(Argument, "object of type '" + type + "' unknown");
     }
     
     return func(name);

extras/Hadrons/GeneticScheduler.hpp

@@ -4,8 +4,7 @@ Grid physics library, www.github.com/paboyle/Grid
 
 Source file: extras/Hadrons/GeneticScheduler.hpp
 
-Copyright (C) 2015
-Copyright (C) 2016
+Copyright (C) 2015-2018
 
 Author: Antonin Portelli <antonin.portelli@me.com>
 
@@ -38,13 +37,13 @@ BEGIN_HADRONS_NAMESPACE
 /******************************************************************************
  *                   Scheduler based on a genetic algorithm                   *
  ******************************************************************************/
-template <typename T>
+template <typename V, typename T>
 class GeneticScheduler
 {
 public:
-    typedef std::vector<T>                   Gene;
-    typedef std::pair<Gene *, Gene *>        GenePair;
-    typedef std::function<int(const Gene &)> ObjFunc;
+    typedef std::vector<T>                 Gene;
+    typedef std::pair<Gene *, Gene *>      GenePair;
+    typedef std::function<V(const Gene &)> ObjFunc;
     struct Parameters
     {
         double       mutationRate;
@@ -65,7 +64,7 @@ public:
     void benchmarkCrossover(const unsigned int nIt);
     // print population
     friend std::ostream & operator<<(std::ostream &out,
-                                     const GeneticScheduler<T> &s)
+                                     const GeneticScheduler<V, T> &s)
     {
         out << "[";
         for (auto &p: s.population_)
@@ -87,19 +86,19 @@ private:
     void     mutation(Gene &m, const Gene &c);
     
 private:
-    Graph<T>                 &graph_;
-    const ObjFunc            &func_;
-    const Parameters         par_;
-    std::multimap<int, Gene> population_;
-    std::mt19937             gen_;
+    Graph<T>               &graph_;
+    const ObjFunc          &func_;
+    const Parameters       par_;
+    std::multimap<V, Gene> population_;
+    std::mt19937           gen_;
 };
 
 /******************************************************************************
  *                       template implementation                              *
  ******************************************************************************/
 // constructor /////////////////////////////////////////////////////////////////
-template <typename T>
-GeneticScheduler<T>::GeneticScheduler(Graph<T> &graph, const ObjFunc &func,
+template <typename V, typename T>
+GeneticScheduler<V, T>::GeneticScheduler(Graph<T> &graph, const ObjFunc &func,
                                       const Parameters &par)
 : graph_(graph)
 , func_(func)
@@ -109,22 +108,22 @@ GeneticScheduler<T>::GeneticScheduler(Graph<T> &graph, const ObjFunc &func,
 }
 
 // access //////////////////////////////////////////////////////////////////////
-template <typename T>
-const typename GeneticScheduler<T>::Gene &
-GeneticScheduler<T>::getMinSchedule(void)
+template <typename V, typename T>
+const typename GeneticScheduler<V, T>::Gene &
+GeneticScheduler<V, T>::getMinSchedule(void)
 {
     return population_.begin()->second;
 }
 
-template <typename T>
-int GeneticScheduler<T>::getMinValue(void)
+template <typename V, typename T>
+int GeneticScheduler<V, T>::getMinValue(void)
 {
     return population_.begin()->first;
 }
 
 // breed a new generation //////////////////////////////////////////////////////
-template <typename T>
-void GeneticScheduler<T>::nextGeneration(void)
+template <typename V, typename T>
+void GeneticScheduler<V, T>::nextGeneration(void)
 {
     // random initialization of the population if necessary
     if (population_.size() != par_.popSize)
@@ -158,8 +157,8 @@ void GeneticScheduler<T>::nextGeneration(void)
 }
 
 // evolution steps /////////////////////////////////////////////////////////////
-template <typename T>
-void GeneticScheduler<T>::initPopulation(void)
+template <typename V, typename T>
+void GeneticScheduler<V, T>::initPopulation(void)
 {
     population_.clear();
     for (unsigned int i = 0; i < par_.popSize; ++i)
@@ -170,8 +169,8 @@ void GeneticScheduler<T>::initPopulation(void)
     }
 }
 
-template <typename T>
-void GeneticScheduler<T>::doCrossover(void)
+template <typename V, typename T>
+void GeneticScheduler<V, T>::doCrossover(void)
 {
     auto p = selectPair();
     Gene &p1 = *(p.first), &p2 = *(p.second);
@@ -185,8 +184,8 @@ void GeneticScheduler<T>::doCrossover(void)
     }
 }
 
-template <typename T>
-void GeneticScheduler<T>::doMutation(void)
+template <typename V, typename T>
+void GeneticScheduler<V, T>::doMutation(void)
 {
     std::uniform_real_distribution<double>      mdis(0., 1.);
     std::uniform_int_distribution<unsigned int> pdis(0, population_.size() - 1);
@@ -206,40 +205,35 @@ void GeneticScheduler<T>::doMutation(void)
 }
 
 // genetic operators ///////////////////////////////////////////////////////////
-template <typename T>
-typename GeneticScheduler<T>::GenePair GeneticScheduler<T>::selectPair(void)
+template <typename V, typename T>
+typename GeneticScheduler<V, T>::GenePair GeneticScheduler<V, T>::selectPair(void)
 {
     std::vector<double> prob;
     unsigned int        ind;
     Gene                *p1, *p2;
+    const double        max = population_.rbegin()->first;
     
+
     for (auto &c: population_)
     {
-        prob.push_back(1./c.first);
-    }
-    do
-    {
-        double probCpy;
-        
-        std::discrete_distribution<unsigned int> dis1(prob.begin(), prob.end());
-        auto rIt = population_.begin();
-        ind = dis1(gen_);
-        std::advance(rIt, ind);
-        p1 = &(rIt->second);
-        probCpy   = prob[ind];
-        prob[ind] = 0.;
-        std::discrete_distribution<unsigned int> dis2(prob.begin(), prob.end());
-        rIt = population_.begin();
-        std::advance(rIt, dis2(gen_));
-        p2 = &(rIt->second);
-        prob[ind] = probCpy;
-    } while (p1 == p2);
+        prob.push_back(std::exp((c.first-1.)/max));
+    }        
+    std::discrete_distribution<unsigned int> dis1(prob.begin(), prob.end());
+    auto rIt = population_.begin();
+    ind = dis1(gen_);
+    std::advance(rIt, ind);
+    p1 = &(rIt->second);
+    prob[ind] = 0.;
+    std::discrete_distribution<unsigned int> dis2(prob.begin(), prob.end());
+    rIt = population_.begin();
+    std::advance(rIt, dis2(gen_));
+    p2 = &(rIt->second);
     
     return std::make_pair(p1, p2);
 }
 
-template <typename T>
-void GeneticScheduler<T>::crossover(Gene &c1, Gene &c2, const Gene &p1,
+template <typename V, typename T>
+void GeneticScheduler<V, T>::crossover(Gene &c1, Gene &c2, const Gene &p1,
                                     const Gene &p2)
 {
     Gene                                        buf;
@@ -273,8 +267,8 @@ void GeneticScheduler<T>::crossover(Gene &c1, Gene &c2, const Gene &p1,
     }
 }
 
-template <typename T>
-void GeneticScheduler<T>::mutation(Gene &m, const Gene &c)
+template <typename V, typename T>
+void GeneticScheduler<V, T>::mutation(Gene &m, const Gene &c)
 {
     Gene                                        buf;
     std::uniform_int_distribution<unsigned int> dis(0, c.size() - 1);
@@ -303,8 +297,8 @@ void GeneticScheduler<T>::mutation(Gene &m, const Gene &c)
     }
 }
 
-template <typename T>
-void GeneticScheduler<T>::benchmarkCrossover(const unsigned int nIt)
+template <typename V, typename T>
+void GeneticScheduler<V, T>::benchmarkCrossover(const unsigned int nIt)
 {
     Gene   p1, p2, c1, c2;
     double neg = 0., eq = 0., pos = 0., total;

extras/Hadrons/Global.cc

@@ -4,8 +4,7 @@ Grid physics library, www.github.com/paboyle/Grid
 
 Source file: extras/Hadrons/Global.cc
 
-Copyright (C) 2015
-Copyright (C) 2016
+Copyright (C) 2015-2018
 
 Author: Antonin Portelli <antonin.portelli@me.com>
 
@@ -39,31 +38,19 @@ HadronsLogger Hadrons::HadronsLogMessage(1,"Message");
 HadronsLogger Hadrons::HadronsLogIterative(1,"Iterative");
 HadronsLogger Hadrons::HadronsLogDebug(1,"Debug");
 
-// pretty size formatting //////////////////////////////////////////////////////
-std::string Hadrons::sizeString(long unsigned int bytes)
-
+void Hadrons::initLogger(void)
 {
-    constexpr unsigned int bufSize = 256;
-    const char             *suffixes[7] = {"", "K", "M", "G", "T", "P", "E"};
-    char                   buf[256];
-    long unsigned int      s     = 0;
-    double                 count = bytes;
-    
-    while (count >= 1024 && s < 7)
-    {
-        s++;
-        count /= 1024;
-    }
-    if (count - floor(count) == 0.0)
-    {
-        snprintf(buf, bufSize, "%d %sB", (int)count, suffixes[s]);
-    }
-    else
-    {
-        snprintf(buf, bufSize, "%.1f %sB", count, suffixes[s]);
-    }
-    
-    return std::string(buf);
+    auto w = std::string("Hadrons").length();
+    GridLogError.setTopWidth(w);
+    GridLogWarning.setTopWidth(w);
+    GridLogMessage.setTopWidth(w);
+    GridLogIterative.setTopWidth(w);
+    GridLogDebug.setTopWidth(w);
+    HadronsLogError.Active(GridLogError.isActive());
+    HadronsLogWarning.Active(GridLogWarning.isActive());
+    HadronsLogMessage.Active(GridLogMessage.isActive());
+    HadronsLogIterative.Active(GridLogIterative.isActive());
+    HadronsLogDebug.Active(GridLogDebug.isActive());
 }
 
 // type utilities //////////////////////////////////////////////////////////////
@@ -80,3 +67,10 @@ std::string Hadrons::typeName(const std::type_info *info)
     
     return name;
 }
+
+// default writers/readers /////////////////////////////////////////////////////
+#ifdef HAVE_HDF5
+const std::string Hadrons::resultFileExt = "h5";
+#else
+const std::string Hadrons::resultFileExt = "xml";
+#endif

extras/Hadrons/Global.hpp

@@ -4,10 +4,10 @@ Grid physics library, www.github.com/paboyle/Grid
 
 Source file: extras/Hadrons/Global.hpp
 
-Copyright (C) 2015
-Copyright (C) 2016
+Copyright (C) 2015-2018
 
 Author: Antonin Portelli <antonin.portelli@me.com>
+Author: Lanny91 <andrew.lawson@gmail.com>
 
 This program is free software; you can redistribute it and/or modify
 it under the terms of the GNU General Public License as published by
@@ -35,6 +35,10 @@ See the full license in the file "LICENSE" in the top level distribution directo
 #include <Grid/Grid.h>
 #include <cxxabi.h>
 
+#ifndef SITE_SIZE_TYPE
+#define SITE_SIZE_TYPE size_t
+#endif
+
 #define BEGIN_HADRONS_NAMESPACE \
 namespace Grid {\
 using namespace QCD;\
@@ -57,17 +61,19 @@ using Grid::operator<<;
 #ifndef SIMPL
 #define SIMPL ScalarImplCR
 #endif
+#ifndef GIMPL
+#define GIMPL GimplTypesR
+#endif
 
 BEGIN_HADRONS_NAMESPACE
 
 // type aliases
 #define FERM_TYPE_ALIASES(FImpl, suffix)\
-typedef FermionOperator<FImpl>                       FMat##suffix;             \
-typedef typename FImpl::FermionField                 FermionField##suffix;     \
-typedef typename FImpl::PropagatorField              PropagatorField##suffix;  \
-typedef typename FImpl::SitePropagator               SitePropagator##suffix;   \
-typedef std::vector<typename FImpl::SitePropagator::scalar_object>             \
-                                                     SlicedPropagator##suffix;
+typedef FermionOperator<FImpl>                        FMat##suffix;            \
+typedef typename FImpl::FermionField                  FermionField##suffix;    \
+typedef typename FImpl::PropagatorField               PropagatorField##suffix; \
+typedef typename FImpl::SitePropagator::scalar_object SitePropagator##suffix;  \
+typedef std::vector<SitePropagator##suffix>           SlicedPropagator##suffix;
 
 #define GAUGE_TYPE_ALIASES(FImpl, suffix)\
 typedef typename FImpl::DoubledGaugeField DoubledGaugeField##suffix;
@@ -81,7 +87,8 @@ typedef std::function<void(FermionField##suffix &,\
                       const FermionField##suffix &)> SolverFn##suffix;
 
 #define SINK_TYPE_ALIASES(suffix)\
-typedef std::function<SlicedPropagator##suffix(const PropagatorField##suffix &)> SinkFn##suffix;
+typedef std::function<SlicedPropagator##suffix\
+                      (const PropagatorField##suffix &)> SinkFn##suffix;
 
 #define FGS_TYPE_ALIASES(FImpl, suffix)\
 FERM_TYPE_ALIASES(FImpl, suffix)\
@@ -97,11 +104,6 @@ public:
 };
 
 #define LOG(channel) std::cout << HadronsLog##channel
-#define HADRON_ERROR(msg)\
-LOG(Error) << msg << " (" << __FUNCTION__ << " at " << __FILE__ << ":"\
-           << __LINE__ << ")" << std::endl;\
-abort();
-
 #define DEBUG_VAR(var) LOG(Debug) << #var << "= " << (var) << std::endl;
 
 extern HadronsLogger HadronsLogError;
@@ -110,6 +112,8 @@ extern HadronsLogger HadronsLogMessage;
 extern HadronsLogger HadronsLogIterative;
 extern HadronsLogger HadronsLogDebug;
 
+void initLogger(void);
+
 // singleton pattern
 #define SINGLETON(name)\
 public:\
@@ -135,9 +139,6 @@ public:\
 private:\
     name(void) = default;
 
-// pretty size formating
-std::string sizeString(long unsigned int bytes);
-
 // type utilities
 template <typename T>
 const std::type_info * typeIdPt(const T &x)
@@ -166,14 +167,21 @@ std::string typeName(void)
 }
 
 // default writers/readers
+extern const std::string resultFileExt;
+
 #ifdef HAVE_HDF5
-typedef Hdf5Reader CorrReader;
-typedef Hdf5Writer CorrWriter;
+typedef Hdf5Reader ResultReader;
+typedef Hdf5Writer ResultWriter;
 #else
-typedef XmlReader CorrReader;
-typedef XmlWriter CorrWriter;
+typedef XmlReader ResultReader;
+typedef XmlWriter ResultWriter;
 #endif
 
+#define RESULT_FILE_NAME(name) \
+name + "." + std::to_string(vm().getTrajectory()) + "." + resultFileExt
+
 END_HADRONS_NAMESPACE
 
+#include <Grid/Hadrons/Exceptions.hpp>
+
 #endif // Hadrons_Global_hpp_

extras/Hadrons/Graph.hpp

@@ -4,8 +4,7 @@ Grid physics library, www.github.com/paboyle/Grid
 
 Source file: extras/Hadrons/Graph.hpp
 
-Copyright (C) 2015
-Copyright (C) 2016
+Copyright (C) 2015-2018
 
 Author: Antonin Portelli <antonin.portelli@me.com>
 
@@ -185,7 +184,7 @@ void Graph<T>::removeVertex(const T &value)
     }
     else
     {
-        HADRON_ERROR("vertex " << value << " does not exists");
+        HADRON_ERROR(Range, "vertex does not exists");
     }
 
     // remove all edges containing the vertex
@@ -214,7 +213,7 @@ void Graph<T>::removeEdge(const Edge &e)
     }
     else
     {
-        HADRON_ERROR("edge "  << e << " does not exists");
+        HADRON_ERROR(Range, "edge does not exists");
     }
 }
 
@@ -260,7 +259,7 @@ void Graph<T>::mark(const T &value, const bool doMark)
     }
     else
     {
-        HADRON_ERROR("vertex " << value << " does not exists");
+        HADRON_ERROR(Range, "vertex does not exists");
     }
 }
 
@@ -298,7 +297,7 @@ bool Graph<T>::isMarked(const T &value) const
     }
     else
     {
-        HADRON_ERROR("vertex " << value << " does not exists");
+        HADRON_ERROR(Range, "vertex does not exists");
         
         return false;
     }
@@ -430,7 +429,7 @@ std::vector<T> Graph<T>::getAdjacentVertices(const T &value) const
     {
         return ((e.first == value) or (e.second == value));
     };
-    auto eIt = find_if(edgeSet_.begin(), edgeSet_.end(), pred);
+    auto eIt = std::find_if(edgeSet_.begin(), edgeSet_.end(), pred);
     
     while (eIt != edgeSet_.end())
     {
@@ -442,7 +441,7 @@ std::vector<T> Graph<T>::getAdjacentVertices(const T &value) const
         {
             adjacentVertex.push_back((*eIt).first);
         }
-        eIt = find_if(++eIt, edgeSet_.end(), pred);
+        eIt = std::find_if(++eIt, edgeSet_.end(), pred);
     }
     
     return adjacentVertex;
@@ -458,12 +457,12 @@ std::vector<T> Graph<T>::getChildren(const T &value) const
     {
         return (e.first == value);
     };
-    auto eIt = find_if(edgeSet_.begin(), edgeSet_.end(), pred);
+    auto eIt = std::find_if(edgeSet_.begin(), edgeSet_.end(), pred);
     
     while (eIt != edgeSet_.end())
     {
         child.push_back((*eIt).second);
-        eIt = find_if(++eIt, edgeSet_.end(), pred);
+        eIt = std::find_if(++eIt, edgeSet_.end(), pred);
     }
     
     return child;
@@ -479,12 +478,12 @@ std::vector<T> Graph<T>::getParents(const T &value) const
     {
         return (e.second == value);
     };
-    auto eIt = find_if(edgeSet_.begin(), edgeSet_.end(), pred);
+    auto eIt = std::find_if(edgeSet_.begin(), edgeSet_.end(), pred);
     
     while (eIt != edgeSet_.end())
     {
         parent.push_back((*eIt).first);
-        eIt = find_if(++eIt, edgeSet_.end(), pred);
+        eIt = std::find_if(++eIt, edgeSet_.end(), pred);
     }
     
     return parent;
@@ -544,7 +543,7 @@ std::vector<T> Graph<T>::topoSort(void)
     {
         if (tmpMarked.at(v))
         {
-            HADRON_ERROR("cannot topologically sort a cyclic graph");
+            HADRON_ERROR(Range, "cannot topologically sort a cyclic graph");
         }
         if (!isMarked(v))
         {
@@ -603,7 +602,7 @@ std::vector<T> Graph<T>::topoSort(Gen &gen)
     {
         if (tmpMarked.at(v))
         {
-            HADRON_ERROR("cannot topologically sort a cyclic graph");
+            HADRON_ERROR(Range, "cannot topologically sort a cyclic graph");
         }
         if (!isMarked(v))
         {

extras/Hadrons/HadronsXmlRun.cc

@@ -4,8 +4,7 @@ Grid physics library, www.github.com/paboyle/Grid
 
 Source file: extras/Hadrons/HadronsXmlRun.cc
 
-Copyright (C) 2015
-Copyright (C) 2016
+Copyright (C) 2015-2018
 
 Author: Antonin Portelli <antonin.portelli@me.com>
 
@@ -55,12 +54,6 @@ int main(int argc, char *argv[])
     
     // initialization
     Grid_init(&argc, &argv);
-    HadronsLogError.Active(GridLogError.isActive());
-    HadronsLogWarning.Active(GridLogWarning.isActive());
-    HadronsLogMessage.Active(GridLogMessage.isActive());
-    HadronsLogIterative.Active(GridLogIterative.isActive());
-    HadronsLogDebug.Active(GridLogDebug.isActive());
-    LOG(Message) << "Grid initialized" << std::endl;
     
     // execution
     Application application(parameterFileName);

extras/Hadrons/HadronsXmlSchedule.cc

@@ -4,8 +4,7 @@ Grid physics library, www.github.com/paboyle/Grid
 
 Source file: extras/Hadrons/HadronsXmlSchedule.cc
 
-Copyright (C) 2015
-Copyright (C) 2016
+Copyright (C) 2015-2018
 
 Author: Antonin Portelli <antonin.portelli@me.com>
 
@@ -49,12 +48,6 @@ int main(int argc, char *argv[])
     
     // initialization
     Grid_init(&argc, &argv);
-    HadronsLogError.Active(GridLogError.isActive());
-    HadronsLogWarning.Active(GridLogWarning.isActive());
-    HadronsLogMessage.Active(GridLogMessage.isActive());
-    HadronsLogIterative.Active(GridLogIterative.isActive());
-    HadronsLogDebug.Active(GridLogDebug.isActive());
-    LOG(Message) << "Grid initialized" << std::endl;
     
     // execution
     Application application;

extras/Hadrons/Makefile.am

@@ -7,20 +7,24 @@ libHadrons_a_SOURCES = \
     $(modules_cc)      \
     Application.cc     \
     Environment.cc     \
+	Exceptions.cc      \
     Global.cc          \
-    Module.cc
+    Module.cc		   \
+	VirtualMachine.cc
 libHadrons_adir = $(pkgincludedir)/Hadrons
 nobase_libHadrons_a_HEADERS = \
 	$(modules_hpp)            \
 	Application.hpp           \
 	Environment.hpp           \
+	Exceptions.hpp            \
 	Factory.hpp               \
 	GeneticScheduler.hpp      \
 	Global.hpp                \
 	Graph.hpp                 \
 	Module.hpp                \
 	Modules.hpp               \
-	ModuleFactory.hpp
+	ModuleFactory.hpp         \
+	VirtualMachine.hpp
 
 HadronsXmlRun_SOURCES = HadronsXmlRun.cc
 HadronsXmlRun_LDADD   = libHadrons.a -lGrid

extras/Hadrons/Module.cc

@@ -4,8 +4,7 @@ Grid physics library, www.github.com/paboyle/Grid
 
 Source file: extras/Hadrons/Module.cc
 
-Copyright (C) 2015
-Copyright (C) 2016
+Copyright (C) 2015-2018
 
 Author: Antonin Portelli <antonin.portelli@me.com>
 
@@ -39,7 +38,6 @@ using namespace Hadrons;
 // constructor /////////////////////////////////////////////////////////////////
 ModuleBase::ModuleBase(const std::string name)
 : name_(name)
-, env_(Environment::getInstance())
 {}
 
 // access //////////////////////////////////////////////////////////////////////
@@ -48,15 +46,10 @@ std::string ModuleBase::getName(void) const
     return name_;
 }
 
-Environment & ModuleBase::env(void) const
-{
-    return env_;
-}
-
 // get factory registration name if available
 std::string ModuleBase::getRegisteredName(void)
 {
-    HADRON_ERROR("module '" + getName() + "' has a type not registered"
+    HADRON_ERROR(Definition, "module '" + getName() + "' has no registered type"
                  + " in the factory");
 }
 
@@ -64,8 +57,5 @@ std::string ModuleBase::getRegisteredName(void)
 void ModuleBase::operator()(void)
 {
     setup();
-    if (!env().isDryRun())
-    {
-        execute();
-    }
+    execute();
 }

extras/Hadrons/Module.hpp

@@ -4,8 +4,7 @@ Grid physics library, www.github.com/paboyle/Grid
 
 Source file: extras/Hadrons/Module.hpp
 
-Copyright (C) 2015
-Copyright (C) 2016
+Copyright (C) 2015-2018
 
 Author: Antonin Portelli <antonin.portelli@me.com>
 
@@ -31,7 +30,7 @@ See the full license in the file "LICENSE" in the top level distribution directo
 #define Hadrons_Module_hpp_
 
 #include <Grid/Hadrons/Global.hpp>
-#include <Grid/Hadrons/Environment.hpp>
+#include <Grid/Hadrons/VirtualMachine.hpp>
 
 BEGIN_HADRONS_NAMESPACE
 
@@ -87,6 +86,56 @@ public:\
 static ns##mod##ModuleRegistrar ns##mod##ModuleRegistrarInstance;
 
 #define ARG(...) __VA_ARGS__
+#define MACRO_REDIRECT(arg1, arg2, arg3, macro, ...) macro
+
+#define envGet(type, name)\
+*env().template getObject<type>(name)
+
+#define envGetTmp(type, var)\
+type &var = *env().template getObject<type>(getName() + "_tmp_" + #var)
+
+#define envHasType(type, name)\
+env().template isObjectOfType<type>(name)
+
+#define envCreate(type, name, Ls, ...)\
+env().template createObject<type>(name, Environment::Storage::object, Ls, __VA_ARGS__)
+
+#define envCreateDerived(base, type, name, Ls, ...)\
+env().template createDerivedObject<base, type>(name, Environment::Storage::object, Ls, __VA_ARGS__)
+
+#define envCreateLat4(type, name)\
+envCreate(type, name, 1, env().getGrid())
+
+#define envCreateLat5(type, name, Ls)\
+envCreate(type, name, Ls, env().getGrid(Ls))
+
+#define envCreateLat(...)\
+MACRO_REDIRECT(__VA_ARGS__, envCreateLat5, envCreateLat4)(__VA_ARGS__)
+
+#define envCache(type, name, Ls, ...)\
+env().template createObject<type>(name, Environment::Storage::cache, Ls, __VA_ARGS__)
+
+#define envCacheLat4(type, name)\
+envCache(type, name, 1, env().getGrid())
+
+#define envCacheLat5(type, name, Ls)\
+envCache(type, name, Ls, env().getGrid(Ls))
+
+#define envCacheLat(...)\
+MACRO_REDIRECT(__VA_ARGS__, envCacheLat5, envCacheLat4)(__VA_ARGS__)
+
+#define envTmp(type, name, Ls, ...)\
+env().template createObject<type>(getName() + "_tmp_" + name,         \
+                                  Environment::Storage::temporary, Ls, __VA_ARGS__)
+
+#define envTmpLat4(type, name)\
+envTmp(type, name, 1, env().getGrid())
+
+#define envTmpLat5(type, name, Ls)\
+envTmp(type, name, Ls, env().getGrid(Ls))
+
+#define envTmpLat(...)\
+MACRO_REDIRECT(__VA_ARGS__, envTmpLat5, envTmpLat4)(__VA_ARGS__)
 
 /******************************************************************************
  *                            Module class                                    *
@@ -101,23 +150,30 @@ public:
     virtual ~ModuleBase(void) = default;
     // access
     std::string getName(void) const;
-    Environment &env(void) const;
     // get factory registration name if available
     virtual std::string getRegisteredName(void);
     // dependencies/products
     virtual std::vector<std::string> getInput(void) = 0;
+    virtual std::vector<std::string> getReference(void)
+    {
+        return std::vector<std::string>(0);
+    };
     virtual std::vector<std::string> getOutput(void) = 0;
     // parse parameters
     virtual void parseParameters(XmlReader &reader, const std::string name) = 0;
     virtual void saveParameters(XmlWriter &writer, const std::string name) = 0;
     // setup
     virtual void setup(void) {};
+    virtual void execute(void) = 0;
     // execution
     void operator()(void);
-    virtual void execute(void) = 0;
+protected:
+    // environment shortcut
+    DEFINE_ENV_ALIAS;
+    // virtual machine shortcut
+    DEFINE_VM_ALIAS;
 private:
     std::string name_;
-    Environment &env_;
 };
 
 // derived class, templating the parameter class

extras/Hadrons/ModuleFactory.hpp

@@ -4,8 +4,7 @@ Grid physics library, www.github.com/paboyle/Grid
 
 Source file: extras/Hadrons/ModuleFactory.hpp
 
-Copyright (C) 2015
-Copyright (C) 2016
+Copyright (C) 2015-2018
 
 Author: Antonin Portelli <antonin.portelli@me.com>
 

extras/Hadrons/Modules.hpp

@@ -1,25 +1,65 @@
-#include <Grid/Hadrons/Modules/MAction/DWF.hpp>
-#include <Grid/Hadrons/Modules/MAction/Wilson.hpp>
+/*************************************************************************************
+
+Grid physics library, www.github.com/paboyle/Grid 
+
+Source file: extras/Hadrons/Modules.hpp
+
+Copyright (C) 2015-2018
+
+Author: Antonin Portelli <antonin.portelli@me.com>
+Author: Lanny91 <andrew.lawson@gmail.com>
+
+This program is free software; you can redistribute it and/or modify
+it under the terms of the GNU General Public License as published by
+the Free Software Foundation; either version 2 of the License, or
+(at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+GNU General Public License for more details.
+
+You should have received a copy of the GNU General Public License along
+with this program; if not, write to the Free Software Foundation, Inc.,
+51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+See the full license in the file "LICENSE" in the top level distribution directory
+*************************************************************************************/
+/*  END LEGAL */
 #include <Grid/Hadrons/Modules/MContraction/Baryon.hpp>
-#include <Grid/Hadrons/Modules/MContraction/DiscLoop.hpp>
-#include <Grid/Hadrons/Modules/MContraction/Gamma3pt.hpp>
 #include <Grid/Hadrons/Modules/MContraction/Meson.hpp>
 #include <Grid/Hadrons/Modules/MContraction/WeakHamiltonian.hpp>
-#include <Grid/Hadrons/Modules/MContraction/WeakHamiltonianEye.hpp>
 #include <Grid/Hadrons/Modules/MContraction/WeakHamiltonianNonEye.hpp>
+#include <Grid/Hadrons/Modules/MContraction/DiscLoop.hpp>
 #include <Grid/Hadrons/Modules/MContraction/WeakNeutral4ptDisc.hpp>
+#include <Grid/Hadrons/Modules/MContraction/Gamma3pt.hpp>
+#include <Grid/Hadrons/Modules/MContraction/WardIdentity.hpp>
+#include <Grid/Hadrons/Modules/MContraction/WeakHamiltonianEye.hpp>
 #include <Grid/Hadrons/Modules/MFermion/GaugeProp.hpp>
-#include <Grid/Hadrons/Modules/MGauge/Load.hpp>
-#include <Grid/Hadrons/Modules/MGauge/Random.hpp>
-#include <Grid/Hadrons/Modules/MGauge/StochEm.hpp>
-#include <Grid/Hadrons/Modules/MGauge/Unit.hpp>
-#include <Grid/Hadrons/Modules/MLoop/NoiseLoop.hpp>
-#include <Grid/Hadrons/Modules/MScalar/ChargedProp.hpp>
-#include <Grid/Hadrons/Modules/MScalar/FreeProp.hpp>
-#include <Grid/Hadrons/Modules/MScalar/Scalar.hpp>
-#include <Grid/Hadrons/Modules/MSink/Point.hpp>
-#include <Grid/Hadrons/Modules/MSolver/RBPrecCG.hpp>
-#include <Grid/Hadrons/Modules/MSource/Point.hpp>
 #include <Grid/Hadrons/Modules/MSource/SeqGamma.hpp>
+#include <Grid/Hadrons/Modules/MSource/Point.hpp>
 #include <Grid/Hadrons/Modules/MSource/Wall.hpp>
 #include <Grid/Hadrons/Modules/MSource/Z2.hpp>
+#include <Grid/Hadrons/Modules/MSource/SeqConserved.hpp>
+#include <Grid/Hadrons/Modules/MSink/Smear.hpp>
+#include <Grid/Hadrons/Modules/MSink/Point.hpp>
+#include <Grid/Hadrons/Modules/MSolver/RBPrecCG.hpp>
+#include <Grid/Hadrons/Modules/MGauge/Unit.hpp>
+#include <Grid/Hadrons/Modules/MGauge/Random.hpp>
+#include <Grid/Hadrons/Modules/MGauge/StochEm.hpp>
+#include <Grid/Hadrons/Modules/MGauge/FundtoHirep.hpp>
+#include <Grid/Hadrons/Modules/MUtilities/TestSeqGamma.hpp>
+#include <Grid/Hadrons/Modules/MUtilities/TestSeqConserved.hpp>
+#include <Grid/Hadrons/Modules/MLoop/NoiseLoop.hpp>
+#include <Grid/Hadrons/Modules/MScalar/FreeProp.hpp>
+#include <Grid/Hadrons/Modules/MScalar/Scalar.hpp>
+#include <Grid/Hadrons/Modules/MScalar/ChargedProp.hpp>
+#include <Grid/Hadrons/Modules/MAction/DWF.hpp>
+#include <Grid/Hadrons/Modules/MAction/Wilson.hpp>
+#include <Grid/Hadrons/Modules/MAction/WilsonClover.hpp>
+#include <Grid/Hadrons/Modules/MScalarSUN/Div.hpp>
+#include <Grid/Hadrons/Modules/MScalarSUN/TrMag.hpp>
+#include <Grid/Hadrons/Modules/MScalarSUN/TwoPoint.hpp>
+#include <Grid/Hadrons/Modules/MScalarSUN/TrPhi.hpp>
+#include <Grid/Hadrons/Modules/MIO/LoadNersc.hpp>
+#include <Grid/Hadrons/Modules/MIO/LoadBinary.hpp>

extras/Hadrons/Modules/MAction/DWF.hpp

@@ -4,10 +4,10 @@ Grid physics library, www.github.com/paboyle/Grid
 
 Source file: extras/Hadrons/Modules/MAction/DWF.hpp
 
-Copyright (C) 2015
-Copyright (C) 2016
+Copyright (C) 2015-2018
 
 Author: Antonin Portelli <antonin.portelli@me.com>
+Author: Lanny91 <andrew.lawson@gmail.com>
 
 This program is free software; you can redistribute it and/or modify
 it under the terms of the GNU General Public License as published by
@@ -65,6 +65,7 @@ public:
     // dependency relation
     virtual std::vector<std::string> getInput(void);
     virtual std::vector<std::string> getOutput(void);
+protected:
     // setup
     virtual void setup(void);
     // execution
@@ -103,35 +104,29 @@ std::vector<std::string> TDWF<FImpl>::getOutput(void)
 template <typename FImpl>
 void TDWF<FImpl>::setup(void)
 {
-    unsigned int size;
-    
-    size = 2*env().template lattice4dSize<typename FImpl::DoubledGaugeField>();
-    env().registerObject(getName(), size, par().Ls);
+    LOG(Message) << "Setting up domain wall fermion matrix with m= "
+                 << par().mass << ", M5= " << par().M5 << " and Ls= "
+                 << par().Ls << " using gauge field '" << par().gauge << "'"
+                 << std::endl;
+    LOG(Message) << "Fermion boundary conditions: " << par().boundary
+                 << std::endl;
+                 
+    env().createGrid(par().Ls);
+    auto &U    = envGet(LatticeGaugeField, par().gauge);
+    auto &g4   = *env().getGrid();
+    auto &grb4 = *env().getRbGrid();
+    auto &g5   = *env().getGrid(par().Ls);
+    auto &grb5 = *env().getRbGrid(par().Ls);
+    std::vector<Complex> boundary = strToVec<Complex>(par().boundary);
+    typename DomainWallFermion<FImpl>::ImplParams implParams(boundary);
+    envCreateDerived(FMat, DomainWallFermion<FImpl>, getName(), par().Ls, U, g5,
+                     grb5, g4, grb4, par().mass, par().M5, implParams);
 }
 
 // execution ///////////////////////////////////////////////////////////////////
 template <typename FImpl>
 void TDWF<FImpl>::execute(void)
-{
-    LOG(Message) << "Setting up domain wall fermion matrix with m= "
-                 << par().mass << ", M5= " << par().M5 << " and Ls= "
-                 << par().Ls << " using gauge field '" << par().gauge << "'"
-                 << std::endl;
-    LOG(Message) << "Fermion boundary conditions: " << par().boundary 
-                 << std::endl;
-    env().createGrid(par().Ls);
-    auto &U      = *env().template getObject<LatticeGaugeField>(par().gauge);
-    auto &g4     = *env().getGrid();
-    auto &grb4   = *env().getRbGrid();
-    auto &g5     = *env().getGrid(par().Ls);
-    auto &grb5   = *env().getRbGrid(par().Ls);
-    std::vector<Complex> boundary = strToVec<Complex>(par().boundary);
-    typename DomainWallFermion<FImpl>::ImplParams implParams(boundary);
-    FMat *fMatPt = new DomainWallFermion<FImpl>(U, g5, grb5, g4, grb4,
-                                                par().mass, par().M5,
-                                                implParams);
-    env().setObject(getName(), fMatPt);
-}
+{}
 
 END_MODULE_NAMESPACE
 

extras/Hadrons/Modules/MAction/Wilson.hpp

@@ -4,10 +4,10 @@ Grid physics library, www.github.com/paboyle/Grid
 
 Source file: extras/Hadrons/Modules/MAction/Wilson.hpp
 
-Copyright (C) 2015
-Copyright (C) 2016
+Copyright (C) 2015-2018
 
 Author: Antonin Portelli <antonin.portelli@me.com>
+Author: Lanny91 <andrew.lawson@gmail.com>
 
 This program is free software; you can redistribute it and/or modify
 it under the terms of the GNU General Public License as published by
@@ -63,6 +63,7 @@ public:
     // dependencies/products
     virtual std::vector<std::string> getInput(void);
     virtual std::vector<std::string> getOutput(void);
+protected:
     // setup
     virtual void setup(void);
     // execution
@@ -101,29 +102,24 @@ std::vector<std::string> TWilson<FImpl>::getOutput(void)
 template <typename FImpl>
 void TWilson<FImpl>::setup(void)
 {
-    unsigned int size;
-    
-    size = 2*env().template lattice4dSize<typename FImpl::DoubledGaugeField>();
-    env().registerObject(getName(), size);
+    LOG(Message) << "Setting up TWilson fermion matrix with m= " << par().mass
+                 << " using gauge field '" << par().gauge << "'" << std::endl;
+    LOG(Message) << "Fermion boundary conditions: " << par().boundary
+                 << std::endl;
+                 
+    auto &U      = envGet(LatticeGaugeField, par().gauge);
+    auto &grid   = *env().getGrid();
+    auto &gridRb = *env().getRbGrid();
+    std::vector<Complex> boundary = strToVec<Complex>(par().boundary);
+    typename WilsonFermion<FImpl>::ImplParams implParams(boundary);
+    envCreateDerived(FMat, WilsonFermion<FImpl>, getName(), 1, U, grid, gridRb,
+                     par().mass, implParams);
 }
 
 // execution ///////////////////////////////////////////////////////////////////
 template <typename FImpl>
 void TWilson<FImpl>::execute()
-{
-    LOG(Message) << "Setting up TWilson fermion matrix with m= " << par().mass
-                 << " using gauge field '" << par().gauge << "'" << std::endl;
-    LOG(Message) << "Fermion boundary conditions: " << par().boundary 
-                 << std::endl;
-    auto &U      = *env().template getObject<LatticeGaugeField>(par().gauge);
-    auto &grid   = *env().getGrid();
-    auto &gridRb = *env().getRbGrid();
-    std::vector<Complex> boundary = strToVec<Complex>(par().boundary);
-    typename WilsonFermion<FImpl>::ImplParams implParams(boundary);
-    FMat *fMatPt = new WilsonFermion<FImpl>(U, grid, gridRb, par().mass,
-                                            implParams);
-    env().setObject(getName(), fMatPt);
-}
+{}
 
 END_MODULE_NAMESPACE
 

extras/Hadrons/Modules/MAction/WilsonClover.hpp

@@ -0,0 +1,153 @@
+/*************************************************************************************
+
+Grid physics library, www.github.com/paboyle/Grid 
+
+Source file: extras/Hadrons/Modules/MAction/Wilson.hpp
+
+Copyright (C) 2015
+Copyright (C) 2016
+
+Author: Antonin Portelli <antonin.portelli@me.com>
+
+This program is free software; you can redistribute it and/or modify
+it under the terms of the GNU General Public License as published by
+the Free Software Foundation; either version 2 of the License, or
+(at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+GNU General Public License for more details.
+
+You should have received a copy of the GNU General Public License along
+with this program; if not, write to the Free Software Foundation, Inc.,
+51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+See the full license in the file "LICENSE" in the top level distribution directory
+*************************************************************************************/
+/*  END LEGAL */
+
+#ifndef Hadrons_MAction_WilsonClover_hpp_
+#define Hadrons_MAction_WilsonClover_hpp_
+
+#include <Grid/Hadrons/Global.hpp>
+#include <Grid/Hadrons/Module.hpp>
+#include <Grid/Hadrons/ModuleFactory.hpp>
+
+BEGIN_HADRONS_NAMESPACE
+
+/******************************************************************************
+ *                            TWilson quark action                            *
+ ******************************************************************************/
+BEGIN_MODULE_NAMESPACE(MAction)
+
+class WilsonCloverPar: Serializable
+{
+public:
+    GRID_SERIALIZABLE_CLASS_MEMBERS(WilsonCloverPar,
+                                    std::string, gauge,
+                                    double     , mass,
+				                    double     , csw_r,
+				                    double     , csw_t,
+				                    WilsonAnisotropyCoefficients ,clover_anisotropy,
+                                    std::string, boundary
+				    );
+};
+
+template <typename FImpl>
+class TWilsonClover: public Module<WilsonCloverPar>
+{
+public:
+    FGS_TYPE_ALIASES(FImpl,);
+public:
+    // constructor
+    TWilsonClover(const std::string name);
+    // destructor
+    virtual ~TWilsonClover(void) = default;
+    // dependencies/products
+    virtual std::vector<std::string> getInput(void);
+    virtual std::vector<std::string> getOutput(void);
+    // setup
+    virtual void setup(void);
+    // execution
+    virtual void execute(void);
+};
+
+MODULE_REGISTER_NS(WilsonClover, TWilsonClover<FIMPL>, MAction);
+
+/******************************************************************************
+ *                     TWilsonClover template implementation                        *
+ ******************************************************************************/
+// constructor /////////////////////////////////////////////////////////////////
+template <typename FImpl>
+TWilsonClover<FImpl>::TWilsonClover(const std::string name)
+: Module<WilsonCloverPar>(name)
+{}
+
+// dependencies/products ///////////////////////////////////////////////////////
+template <typename FImpl>
+std::vector<std::string> TWilsonClover<FImpl>::getInput(void)
+{
+    std::vector<std::string> in = {par().gauge};
+
+    return in;
+}
+
+template <typename FImpl>
+std::vector<std::string> TWilsonClover<FImpl>::getOutput(void)
+{
+    std::vector<std::string> out = {getName()};
+
+    return out;
+}
+
+// setup ///////////////////////////////////////////////////////////////////////
+template <typename FImpl>
+void TWilsonClover<FImpl>::setup(void)
+{
+    //unsigned int size;
+
+    // size = 2*env().template lattice4dSize<typename FImpl::DoubledGaugeField>();
+    // env().registerObject(getName(), size);
+
+
+    LOG(Message) << "Setting up TWilsonClover fermion matrix with m= " << par().mass
+                 << " using gauge field '" << par().gauge << "'" << std::endl;
+    LOG(Message) << "Fermion boundary conditions: " << par().boundary 
+                 << std::endl;
+    LOG(Message) << "Clover term csw_r: " << par().csw_r
+                 << " csw_t: " << par().csw_t
+                 << std::endl;
+    auto &U      = envGet(LatticeGaugeField, par().gauge);
+    auto &grid   = *env().getGrid();
+    auto &gridRb = *env().getRbGrid();
+    std::vector<Complex> boundary = strToVec<Complex>(par().boundary);
+    typename WilsonCloverFermion<FImpl>::ImplParams implParams(boundary);
+    envCreateDerived(FMat, WilsonCloverFermion<FImpl>, getName(), 1, U, grid, gridRb, par().mass,
+						  par().csw_r,
+						  par().csw_t,
+					      par().clover_anisotropy,
+						  implParams); 
+
+
+    //FMat *fMatPt = new WilsonCloverFermion<FImpl>(U, grid, gridRb, par().mass,
+	//					  par().csw_r,
+	//					  par().csw_t,
+	//				      par().clover_anisotropy,
+	//					  implParams);
+    //env().setObject(getName(), fMatPt);
+
+}
+
+// execution ///////////////////////////////////////////////////////////////////
+template <typename FImpl>
+void TWilsonClover<FImpl>::execute()
+{
+
+}
+
+END_MODULE_NAMESPACE
+
+END_HADRONS_NAMESPACE
+
+#endif // Hadrons_WilsonClover_hpp_

extras/Hadrons/Modules/MContraction/Baryon.hpp

@@ -4,10 +4,10 @@ Grid physics library, www.github.com/paboyle/Grid
 
 Source file: extras/Hadrons/Modules/MContraction/Baryon.hpp
 
-Copyright (C) 2015
-Copyright (C) 2016
+Copyright (C) 2015-2018
 
 Author: Antonin Portelli <antonin.portelli@me.com>
+Author: Lanny91 <andrew.lawson@gmail.com>
 
 This program is free software; you can redistribute it and/or modify
 it under the terms of the GNU General Public License as published by
@@ -72,6 +72,9 @@ public:
     // dependency relation
     virtual std::vector<std::string> getInput(void);
     virtual std::vector<std::string> getOutput(void);
+protected:
+    // setup
+    virtual void setup(void);
     // execution
     virtual void execute(void);
 };
@@ -99,11 +102,18 @@ std::vector<std::string> TBaryon<FImpl1, FImpl2, FImpl3>::getInput(void)
 template <typename FImpl1, typename FImpl2, typename FImpl3>
 std::vector<std::string> TBaryon<FImpl1, FImpl2, FImpl3>::getOutput(void)
 {
-    std::vector<std::string> out = {getName()};
+    std::vector<std::string> out = {};
     
     return out;
 }
 
+// setup ///////////////////////////////////////////////////////////////////////
+template <typename FImpl1, typename FImpl2, typename FImpl3>
+void TBaryon<FImpl1, FImpl2, FImpl3>::setup(void)
+{
+    envTmpLat(LatticeComplex, "c");
+}
+
 // execution ///////////////////////////////////////////////////////////////////
 template <typename FImpl1, typename FImpl2, typename FImpl3>
 void TBaryon<FImpl1, FImpl2, FImpl3>::execute(void)
@@ -112,12 +122,12 @@ void TBaryon<FImpl1, FImpl2, FImpl3>::execute(void)
                  << " quarks '" << par().q1 << "', '" << par().q2 << "', and '"
                  << par().q3 << "'" << std::endl;
     
-    CorrWriter             writer(par().output);
-    PropagatorField1      &q1 = *env().template getObject<PropagatorField1>(par().q1);
-    PropagatorField2      &q2 = *env().template getObject<PropagatorField2>(par().q2);
-    PropagatorField3      &q3 = *env().template getObject<PropagatorField3>(par().q2);
-    LatticeComplex        c(env().getGrid());
-    Result                result;
+    ResultWriter writer(RESULT_FILE_NAME(par().output));
+    auto       &q1 = envGet(PropagatorField1, par().q1);
+    auto       &q2 = envGet(PropagatorField2, par().q2);
+    auto       &q3 = envGet(PropagatorField3, par().q2);
+    envGetTmp(LatticeComplex, c);
+    Result     result;
     
     // FIXME: do contractions
     

extras/Hadrons/Modules/MContraction/DiscLoop.hpp

@@ -4,9 +4,10 @@ Grid physics library, www.github.com/paboyle/Grid
 
 Source file: extras/Hadrons/Modules/MContraction/DiscLoop.hpp
 
-Copyright (C) 2017
+Copyright (C) 2015-2018
 
-Author: Andrew Lawson    <andrew.lawson1991@gmail.com>
+Author: Antonin Portelli <antonin.portelli@me.com>
+Author: Lanny91 <andrew.lawson@gmail.com>
 
 This program is free software; you can redistribute it and/or modify
 it under the terms of the GNU General Public License as published by
@@ -68,6 +69,7 @@ public:
     // dependency relation
     virtual std::vector<std::string> getInput(void);
     virtual std::vector<std::string> getOutput(void);
+protected:
     // setup
     virtual void setup(void);
     // execution
@@ -97,7 +99,7 @@ std::vector<std::string> TDiscLoop<FImpl>::getInput(void)
 template <typename FImpl>
 std::vector<std::string> TDiscLoop<FImpl>::getOutput(void)
 {
-    std::vector<std::string> out = {getName()};
+    std::vector<std::string> out = {};
     
     return out;
 }
@@ -106,7 +108,7 @@ std::vector<std::string> TDiscLoop<FImpl>::getOutput(void)
 template <typename FImpl>
 void TDiscLoop<FImpl>::setup(void)
 {
-    
+    envTmpLat(LatticeComplex, "c");
 }
 
 // execution ///////////////////////////////////////////////////////////////////
@@ -117,13 +119,13 @@ void TDiscLoop<FImpl>::execute(void)
                  << "' using '" << par().q_loop << "' with " << par().gamma 
                  << " insertion." << std::endl;
 
-    CorrWriter            writer(par().output);
-    PropagatorField       &q_loop = *env().template getObject<PropagatorField>(par().q_loop);
-    LatticeComplex        c(env().getGrid());
+    ResultWriter          writer(RESULT_FILE_NAME(par().output));
+    auto                  &q_loop = envGet(PropagatorField, par().q_loop);
     Gamma                 gamma(par().gamma);
     std::vector<TComplex> buf;
     Result                result;
 
+    envGetTmp(LatticeComplex, c);
     c = trace(gamma*q_loop);
     sliceSum(c, buf, Tp);
 

extras/Hadrons/Modules/MContraction/Gamma3pt.hpp

@@ -4,9 +4,10 @@ Grid physics library, www.github.com/paboyle/Grid
 
 Source file: extras/Hadrons/Modules/MContraction/Gamma3pt.hpp
 
-Copyright (C) 2017
+Copyright (C) 2015-2018
 
-Author: Andrew Lawson    <andrew.lawson1991@gmail.com>
+Author: Antonin Portelli <antonin.portelli@me.com>
+Author: Lanny91 <andrew.lawson@gmail.com>
 
 This program is free software; you can redistribute it and/or modify
 it under the terms of the GNU General Public License as published by
@@ -51,6 +52,14 @@ BEGIN_HADRONS_NAMESPACE
  *                   q1
  *
  *      trace(g5*q1*adj(q2)*g5*gamma*q3)
+ * 
+ *  options:
+ *   - q1: sink smeared propagator, source at i
+ *   - q2: propagator, source at i
+ *   - q3: propagator, source at f
+ *   - gamma: gamma matrix to insert
+ *   - tSnk: sink position for propagator q1.
+ *
  */
 
 /******************************************************************************
@@ -66,6 +75,7 @@ public:
                                     std::string,    q2,
                                     std::string,    q3,
                                     Gamma::Algebra, gamma,
+                                    unsigned int,   tSnk,
                                     std::string,    output);
 };
 
@@ -90,6 +100,7 @@ public:
     // dependency relation
     virtual std::vector<std::string> getInput(void);
     virtual std::vector<std::string> getOutput(void);
+protected:
     // setup
     virtual void setup(void);
     // execution
@@ -119,7 +130,7 @@ std::vector<std::string> TGamma3pt<FImpl1, FImpl2, FImpl3>::getInput(void)
 template <typename FImpl1, typename FImpl2, typename FImpl3>
 std::vector<std::string> TGamma3pt<FImpl1, FImpl2, FImpl3>::getOutput(void)
 {
-    std::vector<std::string> out = {getName()};
+    std::vector<std::string> out = {};
     
     return out;
 }
@@ -128,7 +139,7 @@ std::vector<std::string> TGamma3pt<FImpl1, FImpl2, FImpl3>::getOutput(void)
 template <typename FImpl1, typename FImpl2, typename FImpl3>
 void TGamma3pt<FImpl1, FImpl2, FImpl3>::setup(void)
 {
-    
+    envTmpLat(LatticeComplex, "c");
 }
 
 // execution ///////////////////////////////////////////////////////////////////
@@ -140,17 +151,22 @@ void TGamma3pt<FImpl1, FImpl2, FImpl3>::execute(void)
                  << par().q3 << "', with " << par().gamma << " insertion." 
                  << std::endl;
 
-    CorrWriter            writer(par().output);
-    PropagatorField1      &q1 = *env().template getObject<PropagatorField1>(par().q1);
-    PropagatorField2      &q2 = *env().template getObject<PropagatorField2>(par().q2);
-    PropagatorField3      &q3 = *env().template getObject<PropagatorField3>(par().q3);
-    LatticeComplex        c(env().getGrid());
+    // Initialise variables. q2 and q3 are normal propagators, q1 may be 
+    // sink smeared.
+    ResultWriter          writer(RESULT_FILE_NAME(par().output));
+    auto                  &q1 = envGet(SlicedPropagator1, par().q1);
+    auto                  &q2 = envGet(PropagatorField2, par().q2);
+    auto                  &q3 = envGet(PropagatorField2, par().q3);
     Gamma                 g5(Gamma::Algebra::Gamma5);
     Gamma                 gamma(par().gamma);
     std::vector<TComplex> buf;
     Result                result;
-
-    c = trace(g5*q1*adj(q2)*(g5*gamma)*q3);
+    
+    // Extract relevant timeslice of sinked propagator q1, then contract &
+    // sum over all spacial positions of gamma insertion.
+    SitePropagator1 q1Snk = q1[par().tSnk];
+    envGetTmp(LatticeComplex, c);
+    c = trace(g5*q1Snk*adj(q2)*(g5*gamma)*q3);
     sliceSum(c, buf, Tp);
 
     result.gamma = par().gamma;

extras/Hadrons/Modules/MContraction/Meson.hpp

@@ -4,12 +4,10 @@ Grid physics library, www.github.com/paboyle/Grid
 
 Source file: extras/Hadrons/Modules/MContraction/Meson.hpp
 
-Copyright (C) 2015
-Copyright (C) 2016
-Copyright (C) 2017
+Copyright (C) 2015-2018
 
 Author: Antonin Portelli <antonin.portelli@me.com>
-        Andrew Lawson    <andrew.lawson1991@gmail.com>
+Author: Lanny91 <andrew.lawson@gmail.com>
 
 This program is free software; you can redistribute it and/or modify
 it under the terms of the GNU General Public License as published by
@@ -51,8 +49,7 @@ BEGIN_HADRONS_NAMESPACE
            in a sequence (e.g. "<Gamma5 Gamma5><Gamma5 GammaT>").
 
            Special values: "all" - perform all possible contractions.
- - mom: momentum insertion, space-separated float sequence (e.g ".1 .2 1. 0."),
-        given as multiples of (2*pi) / L.
+ - sink: module to compute the sink to use in contraction (string).
 */
 
 /******************************************************************************
@@ -98,6 +95,9 @@ public:
     virtual std::vector<std::string> getInput(void);
     virtual std::vector<std::string> getOutput(void);
     virtual void parseGammaString(std::vector<GammaPair> &gammaList);
+protected:
+    // execution
+    virtual void setup(void);
     // execution
     virtual void execute(void);
 };
@@ -125,7 +125,7 @@ std::vector<std::string> TMeson<FImpl1, FImpl2>::getInput(void)
 template <typename FImpl1, typename FImpl2>
 std::vector<std::string> TMeson<FImpl1, FImpl2>::getOutput(void)
 {
-    std::vector<std::string> output = {getName()};
+    std::vector<std::string> output = {};
     
     return output;
 }
@@ -151,9 +151,15 @@ void TMeson<FImpl1, FImpl2>::parseGammaString(std::vector<GammaPair> &gammaList)
     {
         // Parse individual contractions from input string.
         gammaList = strToVec<GammaPair>(par().gammas);
-    }
+    } 
 }
 
+// execution ///////////////////////////////////////////////////////////////////
+template <typename FImpl1, typename FImpl2>
+void TMeson<FImpl1, FImpl2>::setup(void)
+{
+    envTmpLat(LatticeComplex, "c");
+}
 
 // execution ///////////////////////////////////////////////////////////////////
 #define mesonConnected(q1, q2, gSnk, gSrc) \
@@ -166,7 +172,7 @@ void TMeson<FImpl1, FImpl2>::execute(void)
                  << " quarks '" << par().q1 << "' and '" << par().q2 << "'"
                  << std::endl;
     
-    CorrWriter             writer(par().output);
+    ResultWriter           writer(RESULT_FILE_NAME(par().output));
     std::vector<TComplex>  buf;
     std::vector<Result>    result;
     Gamma                  g5(Gamma::Algebra::Gamma5);
@@ -181,11 +187,11 @@ void TMeson<FImpl1, FImpl2>::execute(void)
         result[i].gamma_src = gammaList[i].second;
         result[i].corr.resize(nt);
     }
-    if (env().template isObjectOfType<SlicedPropagator1>(par().q1) and
-        env().template isObjectOfType<SlicedPropagator2>(par().q2))
+    if (envHasType(SlicedPropagator1, par().q1) and
+        envHasType(SlicedPropagator2, par().q2))
     {
-        SlicedPropagator1 &q1 = *env().template getObject<SlicedPropagator1>(par().q1);
-        SlicedPropagator2 &q2 = *env().template getObject<SlicedPropagator2>(par().q2);
+        auto &q1 = envGet(SlicedPropagator1, par().q1);
+        auto &q2 = envGet(SlicedPropagator2, par().q2);
         
         LOG(Message) << "(propagator already sinked)" << std::endl;
         for (unsigned int i = 0; i < result.size(); ++i)
@@ -201,10 +207,10 @@ void TMeson<FImpl1, FImpl2>::execute(void)
     }
     else
     {
-        PropagatorField1 &q1   = *env().template getObject<PropagatorField1>(par().q1);
-        PropagatorField2 &q2   = *env().template getObject<PropagatorField2>(par().q2);
-        LatticeComplex   c(env().getGrid());
+        auto &q1 = envGet(PropagatorField1, par().q1);
+        auto &q2 = envGet(PropagatorField2, par().q2);
         
+        envGetTmp(LatticeComplex, c);
         LOG(Message) << "(using sink '" << par().sink << "')" << std::endl;
         for (unsigned int i = 0; i < result.size(); ++i)
         {
@@ -212,18 +218,17 @@ void TMeson<FImpl1, FImpl2>::execute(void)
             Gamma       gSrc(gammaList[i].second);
             std::string ns;
                 
-            ns = env().getModuleNamespace(env().getObjectModule(par().sink));
+            ns = vm().getModuleNamespace(env().getObjectModule(par().sink));
             if (ns == "MSource")
             {
-                PropagatorField1 &sink =
-                    *env().template getObject<PropagatorField1>(par().sink);
+                PropagatorField1 &sink = envGet(PropagatorField1, par().sink);
                 
                 c = trace(mesonConnected(q1, q2, gSnk, gSrc)*sink);
                 sliceSum(c, buf, Tp);
             }
             else if (ns == "MSink")
             {
-                SinkFnScalar &sink = *env().template getObject<SinkFnScalar>(par().sink);
+                SinkFnScalar &sink = envGet(SinkFnScalar, par().sink);
                 
                 c   = trace(mesonConnected(q1, q2, gSnk, gSrc));
                 buf = sink(c);

extras/Hadrons/Modules/MContraction/WardIdentity.hpp

@@ -0,0 +1,224 @@
+/*************************************************************************************
+
+Grid physics library, www.github.com/paboyle/Grid 
+
+Source file: extras/Hadrons/Modules/MContraction/WardIdentity.hpp
+
+Copyright (C) 2015-2018
+
+Author: Antonin Portelli <antonin.portelli@me.com>
+Author: Lanny91 <andrew.lawson@gmail.com>
+
+This program is free software; you can redistribute it and/or modify
+it under the terms of the GNU General Public License as published by
+the Free Software Foundation; either version 2 of the License, or
+(at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+GNU General Public License for more details.
+
+You should have received a copy of the GNU General Public License along
+with this program; if not, write to the Free Software Foundation, Inc.,
+51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+See the full license in the file "LICENSE" in the top level distribution directory
+*************************************************************************************/
+/*  END LEGAL */
+
+#ifndef Hadrons_MContraction_WardIdentity_hpp_
+#define Hadrons_MContraction_WardIdentity_hpp_
+
+#include <Grid/Hadrons/Global.hpp>
+#include <Grid/Hadrons/Module.hpp>
+#include <Grid/Hadrons/ModuleFactory.hpp>
+
+BEGIN_HADRONS_NAMESPACE
+
+/*
+  Ward Identity contractions
+ -----------------------------
+ 
+ * options:
+ - q:          propagator, 5D if available (string)
+ - action:     action module used for propagator solution (string)
+ - mass:       mass of quark (double)
+ - test_axial: whether or not to test PCAC relation.
+*/
+
+/******************************************************************************
+ *                              WardIdentity                                  *
+ ******************************************************************************/
+BEGIN_MODULE_NAMESPACE(MContraction)
+
+class WardIdentityPar: Serializable
+{
+public:
+    GRID_SERIALIZABLE_CLASS_MEMBERS(WardIdentityPar,
+                                    std::string, q,
+                                    std::string, action,
+                                    double,      mass,
+                                    bool,        test_axial);
+};
+
+template <typename FImpl>
+class TWardIdentity: public Module<WardIdentityPar>
+{
+public:
+    FERM_TYPE_ALIASES(FImpl,);
+public:
+    // constructor
+    TWardIdentity(const std::string name);
+    // destructor
+    virtual ~TWardIdentity(void) = default;
+    // dependency relation
+    virtual std::vector<std::string> getInput(void);
+    virtual std::vector<std::string> getOutput(void);
+protected:
+    // setup
+    virtual void setup(void);
+    // execution
+    virtual void execute(void);
+private:
+    unsigned int Ls_;
+};
+
+MODULE_REGISTER_NS(WardIdentity, TWardIdentity<FIMPL>, MContraction);
+
+/******************************************************************************
+ *                     TWardIdentity implementation                           *
+ ******************************************************************************/
+// constructor /////////////////////////////////////////////////////////////////
+template <typename FImpl>
+TWardIdentity<FImpl>::TWardIdentity(const std::string name)
+: Module<WardIdentityPar>(name)
+{}
+
+// dependencies/products ///////////////////////////////////////////////////////
+template <typename FImpl>
+std::vector<std::string> TWardIdentity<FImpl>::getInput(void)
+{
+    std::vector<std::string> in = {par().q, par().action};
+    
+    return in;
+}
+
+template <typename FImpl>
+std::vector<std::string> TWardIdentity<FImpl>::getOutput(void)
+{
+    std::vector<std::string> out = {};
+    
+    return out;
+}
+
+// setup ///////////////////////////////////////////////////////////////////////
+template <typename FImpl>
+void TWardIdentity<FImpl>::setup(void)
+{
+    Ls_ = env().getObjectLs(par().q);
+    if (Ls_ != env().getObjectLs(par().action))
+    {
+        HADRON_ERROR(Size, "Ls mismatch between quark action and propagator");
+    }
+    envTmpLat(PropagatorField, "tmp");
+    envTmpLat(PropagatorField, "vector_WI");
+    if (par().test_axial)
+    {
+        envTmpLat(PropagatorField, "psi");
+        envTmpLat(LatticeComplex,  "PP");
+        envTmpLat(LatticeComplex,  "axial_defect");
+        envTmpLat(LatticeComplex,  "PJ5q");
+    }
+}
+
+// execution ///////////////////////////////////////////////////////////////////
+template <typename FImpl>
+void TWardIdentity<FImpl>::execute(void)
+{
+    LOG(Message) << "Performing Ward Identity checks for quark '" << par().q
+                 << "'." << std::endl;
+
+    auto  &q   = envGet(PropagatorField, par().q);
+    auto  &act = envGet(FMat, par().action);
+    Gamma g5(Gamma::Algebra::Gamma5);
+
+    // Compute D_mu V_mu, D here is backward derivative.
+    envGetTmp(PropagatorField, tmp);
+    envGetTmp(PropagatorField, vector_WI);
+    vector_WI    = zero;
+    for (unsigned int mu = 0; mu < Nd; ++mu)
+    {
+        act.ContractConservedCurrent(q, q, tmp, Current::Vector, mu);
+        tmp -= Cshift(tmp, mu, -1);
+        vector_WI += tmp;
+    }
+
+    // Test ward identity D_mu V_mu = 0;
+    LOG(Message) << "Vector Ward Identity check Delta_mu V_mu = " 
+                 << norm2(vector_WI) << std::endl;
+
+    if (par().test_axial)
+    {
+        envGetTmp(PropagatorField, psi);
+        envGetTmp(LatticeComplex, PP);
+        envGetTmp(LatticeComplex, axial_defect);
+        envGetTmp(LatticeComplex, PJ5q);
+        std::vector<TComplex> axial_buf;
+
+        // Compute <P|D_mu A_mu>, D is backwards derivative.
+        axial_defect = zero;
+        for (unsigned int mu = 0; mu < Nd; ++mu)
+        {
+            act.ContractConservedCurrent(q, q, tmp, Current::Axial, mu);
+            tmp -= Cshift(tmp, mu, -1);
+            axial_defect += trace(g5*tmp);
+        }
+
+        // Get <P|J5q> for 5D (zero for 4D) and <P|P>.
+        PJ5q = zero;
+        if (Ls_ > 1)
+        {
+            // <P|P>
+            ExtractSlice(tmp, q, 0, 0);
+            psi  = 0.5 * (tmp - g5*tmp);
+            ExtractSlice(tmp, q, Ls_ - 1, 0);
+            psi += 0.5 * (tmp + g5*tmp);
+            PP = trace(adj(psi)*psi);
+
+            // <P|5Jq>
+            ExtractSlice(tmp, q, Ls_/2 - 1, 0);
+            psi  = 0.5 * (tmp + g5*tmp);
+            ExtractSlice(tmp, q, Ls_/2, 0);
+            psi += 0.5 * (tmp - g5*tmp);
+            PJ5q = trace(adj(psi)*psi);
+        }
+        else
+        {
+            PP = trace(adj(q)*q);
+        }
+
+        // Test ward identity <P|D_mu A_mu> = 2m<P|P> + 2<P|J5q>
+        LOG(Message) << "|D_mu A_mu|^2 = " << norm2(axial_defect) << std::endl;
+        LOG(Message) << "|PP|^2        = " << norm2(PP) << std::endl;
+        LOG(Message) << "|PJ5q|^2      = " << norm2(PJ5q) << std::endl;
+        LOG(Message) << "Axial Ward Identity defect Delta_mu A_mu = "
+                     << norm2(axial_defect) << std::endl;
+    
+        // Axial defect by timeslice.
+        axial_defect -= 2.*(par().mass*PP + PJ5q);
+        LOG(Message) << "Check Axial defect by timeslice" << std::endl;
+        sliceSum(axial_defect, axial_buf, Tp);
+        for (int t = 0; t < axial_buf.size(); ++t)
+        {
+            LOG(Message) << "t = " << t << ": " 
+                         << TensorRemove(axial_buf[t]) << std::endl;
+        }
+    }
+}
+
+END_MODULE_NAMESPACE
+
+END_HADRONS_NAMESPACE
+
+#endif // Hadrons_WardIdentity_hpp_

extras/Hadrons/Modules/MContraction/WeakHamiltonian.hpp

@@ -4,9 +4,10 @@ Grid physics library, www.github.com/paboyle/Grid
 
 Source file: extras/Hadrons/Modules/MContraction/WeakHamiltonian.hpp
 
-Copyright (C) 2017
+Copyright (C) 2015-2018
 
-Author: Andrew Lawson    <andrew.lawson1991@gmail.com>
+Author: Antonin Portelli <antonin.portelli@me.com>
+Author: Lanny91 <andrew.lawson@gmail.com>
 
 This program is free software; you can redistribute it and/or modify
 it under the terms of the GNU General Public License as published by
@@ -76,6 +77,7 @@ public:
                                     std::string, q2,
                                     std::string, q3,
                                     std::string, q4,
+                                    unsigned int, tSnk,
                                     std::string, output);
 };
 
@@ -99,11 +101,13 @@ public:\
     /* dependency relation */ \
     virtual std::vector<std::string> getInput(void);\
     virtual std::vector<std::string> getOutput(void);\
+public:\
+    std::vector<std::string> VA_label = {"V", "A"};\
+protected:\
     /* setup */ \
     virtual void setup(void);\
     /* execution */ \
     virtual void execute(void);\
-    std::vector<std::string> VA_label = {"V", "A"};\
 };\
 MODULE_REGISTER_NS(modname, T##modname, MContraction);
 

extras/Hadrons/Modules/MContraction/WeakHamiltonianEye.cc

@@ -4,9 +4,10 @@ Grid physics library, www.github.com/paboyle/Grid
 
 Source file: extras/Hadrons/Modules/MContraction/WeakHamiltonianEye.cc
 
-Copyright (C) 2017
+Copyright (C) 2015-2018
 
-Author: Andrew Lawson    <andrew.lawson1991@gmail.com>
+Author: Antonin Portelli <antonin.portelli@me.com>
+Author: Lanny91 <andrew.lawson@gmail.com>
 
 This program is free software; you can redistribute it and/or modify
 it under the terms of the GNU General Public License as published by
@@ -54,6 +55,8 @@ using namespace MContraction;
  * 
  * S: trace(q3*g5*q1*adj(q2)*g5*gL[mu][p_1]*q4*gL[mu][p_2])
  * E: trace(q3*g5*q1*adj(q2)*g5*gL[mu][p_1])*trace(q4*gL[mu][p_2])
+ * 
+ * Note q1 must be sink smeared.
  */
 
 /******************************************************************************
@@ -74,7 +77,7 @@ std::vector<std::string> TWeakHamiltonianEye::getInput(void)
 
 std::vector<std::string> TWeakHamiltonianEye::getOutput(void)
 {
-    std::vector<std::string> out = {getName()};
+    std::vector<std::string> out = {};
     
     return out;
 }
@@ -82,7 +85,15 @@ std::vector<std::string> TWeakHamiltonianEye::getOutput(void)
 // setup ///////////////////////////////////////////////////////////////////////
 void TWeakHamiltonianEye::setup(void)
 {
+    unsigned int ndim = env().getNd();
 
+    envTmpLat(LatticeComplex,  "expbuf");
+    envTmpLat(PropagatorField, "tmp1");
+    envTmpLat(LatticeComplex,  "tmp2");
+    envTmp(std::vector<PropagatorField>, "S_body", 1, ndim, PropagatorField(env().getGrid()));
+    envTmp(std::vector<PropagatorField>, "S_loop", 1, ndim, PropagatorField(env().getGrid()));
+    envTmp(std::vector<LatticeComplex>,  "E_body", 1, ndim, LatticeComplex(env().getGrid()));
+    envTmp(std::vector<LatticeComplex>,  "E_loop", 1, ndim, LatticeComplex(env().getGrid()));
 }
 
 // execution ///////////////////////////////////////////////////////////////////
@@ -93,28 +104,31 @@ void TWeakHamiltonianEye::execute(void)
                  << par().q2 << ", '" << par().q3 << "' and '" << par().q4 
                  << "'." << std::endl;
 
-    CorrWriter             writer(par().output);
-    PropagatorField &q1 = *env().template getObject<PropagatorField>(par().q1);
-    PropagatorField &q2 = *env().template getObject<PropagatorField>(par().q2);
-    PropagatorField &q3 = *env().template getObject<PropagatorField>(par().q3);
-    PropagatorField &q4 = *env().template getObject<PropagatorField>(par().q4);
-    Gamma g5            = Gamma(Gamma::Algebra::Gamma5);
-    LatticeComplex        expbuf(env().getGrid());
-    std::vector<TComplex> corrbuf;
-    std::vector<Result>   result(n_eye_diag);
-    unsigned int ndim   = env().getNd();
+    ResultWriter           writer(RESULT_FILE_NAME(par().output));
+    auto                   &q1 = envGet(SlicedPropagator, par().q1);
+    auto                   &q2 = envGet(PropagatorField, par().q2);
+    auto                   &q3 = envGet(PropagatorField, par().q3);
+    auto                   &q4 = envGet(PropagatorField, par().q4);
+    Gamma                  g5  = Gamma(Gamma::Algebra::Gamma5);
+    std::vector<TComplex>  corrbuf;
+    std::vector<Result>    result(n_eye_diag);
+    unsigned int ndim    = env().getNd();
 
-    PropagatorField              tmp1(env().getGrid());
-    LatticeComplex               tmp2(env().getGrid());
-    std::vector<PropagatorField> S_body(ndim, tmp1);
-    std::vector<PropagatorField> S_loop(ndim, tmp1);
-    std::vector<LatticeComplex>  E_body(ndim, tmp2);
-    std::vector<LatticeComplex>  E_loop(ndim, tmp2);
+    envGetTmp(LatticeComplex,               expbuf); 
+    envGetTmp(PropagatorField,              tmp1);
+    envGetTmp(LatticeComplex,               tmp2);
+    envGetTmp(std::vector<PropagatorField>, S_body);
+    envGetTmp(std::vector<PropagatorField>, S_loop);
+    envGetTmp(std::vector<LatticeComplex>,  E_body);
+    envGetTmp(std::vector<LatticeComplex>,  E_loop);
+
+    // Get sink timeslice of q1.
+    SitePropagator q1Snk = q1[par().tSnk];
 
     // Setup for S-type contractions.
     for (int mu = 0; mu < ndim; ++mu)
     {
-        S_body[mu] = MAKE_SE_BODY(q1, q2, q3, GammaL(Gamma::gmu[mu]));
+        S_body[mu] = MAKE_SE_BODY(q1Snk, q2, q3, GammaL(Gamma::gmu[mu]));
         S_loop[mu] = MAKE_SE_LOOP(q4, GammaL(Gamma::gmu[mu]));
     }
 

extras/Hadrons/Modules/MContraction/WeakHamiltonianEye.hpp

@@ -4,9 +4,10 @@ Grid physics library, www.github.com/paboyle/Grid
 
 Source file: extras/Hadrons/Modules/MContraction/WeakHamiltonianEye.hpp
 
-Copyright (C) 2017
+Copyright (C) 2015-2018
 
-Author: Andrew Lawson    <andrew.lawson1991@gmail.com>
+Author: Antonin Portelli <antonin.portelli@me.com>
+Author: Lanny91 <andrew.lawson@gmail.com>
 
 This program is free software; you can redistribute it and/or modify
 it under the terms of the GNU General Public License as published by

extras/Hadrons/Modules/MContraction/WeakHamiltonianNonEye.cc

@@ -4,9 +4,10 @@ Grid physics library, www.github.com/paboyle/Grid
 
 Source file: extras/Hadrons/Modules/MContraction/WeakHamiltonianNonEye.cc
 
-Copyright (C) 2017
+Copyright (C) 2015-2018
 
-Author: Andrew Lawson    <andrew.lawson1991@gmail.com>
+Author: Antonin Portelli <antonin.portelli@me.com>
+Author: Lanny91 <andrew.lawson@gmail.com>
 
 This program is free software; you can redistribute it and/or modify
 it under the terms of the GNU General Public License as published by
@@ -76,7 +77,7 @@ std::vector<std::string> TWeakHamiltonianNonEye::getInput(void)
 
 std::vector<std::string> TWeakHamiltonianNonEye::getOutput(void)
 {
-    std::vector<std::string> out = {getName()};
+    std::vector<std::string> out = {};
     
     return out;
 }
@@ -84,7 +85,15 @@ std::vector<std::string> TWeakHamiltonianNonEye::getOutput(void)
 // setup ///////////////////////////////////////////////////////////////////////
 void TWeakHamiltonianNonEye::setup(void)
 {
+    unsigned int ndim = env().getNd();
 
+    envTmpLat(LatticeComplex,  "expbuf");
+    envTmpLat(PropagatorField, "tmp1");
+    envTmpLat(LatticeComplex,  "tmp2");
+    envTmp(std::vector<PropagatorField>, "C_i_side_loop", 1, ndim, PropagatorField(env().getGrid()));
+    envTmp(std::vector<PropagatorField>, "C_f_side_loop", 1, ndim, PropagatorField(env().getGrid()));
+    envTmp(std::vector<LatticeComplex>,  "W_i_side_loop", 1, ndim, LatticeComplex(env().getGrid()));
+    envTmp(std::vector<LatticeComplex>,  "W_f_side_loop", 1, ndim, LatticeComplex(env().getGrid()));
 }
 
 // execution ///////////////////////////////////////////////////////////////////
@@ -95,23 +104,23 @@ void TWeakHamiltonianNonEye::execute(void)
                  << par().q2 << ", '" << par().q3 << "' and '" << par().q4 
                  << "'." << std::endl;
     
-    CorrWriter             writer(par().output);
-    PropagatorField &q1 = *env().template getObject<PropagatorField>(par().q1);
-    PropagatorField &q2 = *env().template getObject<PropagatorField>(par().q2);
-    PropagatorField &q3 = *env().template getObject<PropagatorField>(par().q3);
-    PropagatorField &q4 = *env().template getObject<PropagatorField>(par().q4);
-    Gamma g5            = Gamma(Gamma::Algebra::Gamma5);
-    LatticeComplex        expbuf(env().getGrid());
+    ResultWriter          writer(RESULT_FILE_NAME(par().output));
+    auto                  &q1 = envGet(PropagatorField, par().q1);
+    auto                  &q2 = envGet(PropagatorField, par().q2);
+    auto                  &q3 = envGet(PropagatorField, par().q3);
+    auto                  &q4 = envGet(PropagatorField, par().q4);
+    Gamma                 g5  = Gamma(Gamma::Algebra::Gamma5);
     std::vector<TComplex> corrbuf;
     std::vector<Result>   result(n_noneye_diag); 
-    unsigned int ndim   = env().getNd();
+    unsigned int          ndim = env().getNd();
 
-    PropagatorField              tmp1(env().getGrid());
-    LatticeComplex               tmp2(env().getGrid());
-    std::vector<PropagatorField> C_i_side_loop(ndim, tmp1);
-    std::vector<PropagatorField> C_f_side_loop(ndim, tmp1);
-    std::vector<LatticeComplex>  W_i_side_loop(ndim, tmp2);
-    std::vector<LatticeComplex>  W_f_side_loop(ndim, tmp2);
+    envGetTmp(LatticeComplex,               expbuf); 
+    envGetTmp(PropagatorField,              tmp1);
+    envGetTmp(LatticeComplex,               tmp2);
+    envGetTmp(std::vector<PropagatorField>, C_i_side_loop);
+    envGetTmp(std::vector<PropagatorField>, C_f_side_loop);
+    envGetTmp(std::vector<LatticeComplex>,  W_i_side_loop);
+    envGetTmp(std::vector<LatticeComplex>,  W_f_side_loop);
 
     // Setup for C-type contractions.
     for (int mu = 0; mu < ndim; ++mu)

extras/Hadrons/Modules/MContraction/WeakHamiltonianNonEye.hpp

@@ -4,9 +4,10 @@ Grid physics library, www.github.com/paboyle/Grid
 
 Source file: extras/Hadrons/Modules/MContraction/WeakHamiltonianNonEye.hpp
 
-Copyright (C) 2017
+Copyright (C) 2015-2018
 
-Author: Andrew Lawson    <andrew.lawson1991@gmail.com>
+Author: Antonin Portelli <antonin.portelli@me.com>
+Author: Lanny91 <andrew.lawson@gmail.com>
 
 This program is free software; you can redistribute it and/or modify
 it under the terms of the GNU General Public License as published by

extras/Hadrons/Modules/MContraction/WeakNeutral4ptDisc.cc

@@ -4,9 +4,10 @@ Grid physics library, www.github.com/paboyle/Grid
 
 Source file: extras/Hadrons/Modules/MContraction/WeakNeutral4ptDisc.cc
 
-Copyright (C) 2017
+Copyright (C) 2015-2018
 
-Author: Andrew Lawson    <andrew.lawson1991@gmail.com>
+Author: Antonin Portelli <antonin.portelli@me.com>
+Author: Lanny91 <andrew.lawson@gmail.com>
 
 This program is free software; you can redistribute it and/or modify
 it under the terms of the GNU General Public License as published by
@@ -78,7 +79,7 @@ std::vector<std::string> TWeakNeutral4ptDisc::getInput(void)
 
 std::vector<std::string> TWeakNeutral4ptDisc::getOutput(void)
 {
-    std::vector<std::string> out = {getName()};
+    std::vector<std::string> out = {};
     
     return out;
 }
@@ -86,7 +87,13 @@ std::vector<std::string> TWeakNeutral4ptDisc::getOutput(void)
 // setup ///////////////////////////////////////////////////////////////////////
 void TWeakNeutral4ptDisc::setup(void)
 {
+    unsigned int ndim = env().getNd();
 
+    envTmpLat(LatticeComplex,  "expbuf");
+    envTmpLat(PropagatorField, "tmp");
+    envTmpLat(LatticeComplex,  "curr");
+    envTmp(std::vector<PropagatorField>, "meson", 1, ndim, PropagatorField(env().getGrid()));
+    envTmp(std::vector<PropagatorField>, "loop", 1, ndim,  PropagatorField(env().getGrid()));
 }
 
 // execution ///////////////////////////////////////////////////////////////////
@@ -97,21 +104,21 @@ void TWeakNeutral4ptDisc::execute(void)
                  << par().q2 << ", '" << par().q3 << "' and '" << par().q4 
                  << "'." << std::endl;
 
-    CorrWriter             writer(par().output);
-    PropagatorField &q1 = *env().template getObject<PropagatorField>(par().q1);
-    PropagatorField &q2 = *env().template getObject<PropagatorField>(par().q2);
-    PropagatorField &q3 = *env().template getObject<PropagatorField>(par().q3);
-    PropagatorField &q4 = *env().template getObject<PropagatorField>(par().q4);
-    Gamma g5            = Gamma(Gamma::Algebra::Gamma5);
-    LatticeComplex        expbuf(env().getGrid());
+    ResultWriter          writer(RESULT_FILE_NAME(par().output));
+    auto                  &q1 = envGet(PropagatorField, par().q1);
+    auto                  &q2 = envGet(PropagatorField, par().q2);
+    auto                  &q3 = envGet(PropagatorField, par().q3);
+    auto                  &q4 = envGet(PropagatorField, par().q4);
+    Gamma                 g5  = Gamma(Gamma::Algebra::Gamma5);
     std::vector<TComplex> corrbuf;
     std::vector<Result>   result(n_neut_disc_diag);
-    unsigned int ndim   = env().getNd();
+    unsigned int          ndim = env().getNd();
 
-    PropagatorField              tmp(env().getGrid());
-    std::vector<PropagatorField> meson(ndim, tmp);
-    std::vector<PropagatorField> loop(ndim, tmp);
-    LatticeComplex               curr(env().getGrid());
+    envGetTmp(LatticeComplex,               expbuf); 
+    envGetTmp(PropagatorField,              tmp);
+    envGetTmp(LatticeComplex,               curr);
+    envGetTmp(std::vector<PropagatorField>, meson);
+    envGetTmp(std::vector<PropagatorField>, loop);
 
     // Setup for type 1 contractions.
     for (int mu = 0; mu < ndim; ++mu)

extras/Hadrons/Modules/MContraction/WeakNeutral4ptDisc.hpp

@@ -4,9 +4,10 @@ Grid physics library, www.github.com/paboyle/Grid
 
 Source file: extras/Hadrons/Modules/MContraction/WeakNeutral4ptDisc.hpp
 
-Copyright (C) 2017
+Copyright (C) 2015-2018
 
-Author: Andrew Lawson    <andrew.lawson1991@gmail.com>
+Author: Antonin Portelli <antonin.portelli@me.com>
+Author: Lanny91 <andrew.lawson@gmail.com>
 
 This program is free software; you can redistribute it and/or modify
 it under the terms of the GNU General Public License as published by

extras/Hadrons/Modules/MFermion/GaugeProp.hpp

@@ -1,3 +1,32 @@
+/*************************************************************************************
+
+Grid physics library, www.github.com/paboyle/Grid 
+
+Source file: extras/Hadrons/Modules/MFermion/GaugeProp.hpp
+
+Copyright (C) 2015-2018
+
+Author: Antonin Portelli <antonin.portelli@me.com>
+Author: Lanny91 <andrew.lawson@gmail.com>
+
+This program is free software; you can redistribute it and/or modify
+it under the terms of the GNU General Public License as published by
+the Free Software Foundation; either version 2 of the License, or
+(at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+GNU General Public License for more details.
+
+You should have received a copy of the GNU General Public License along
+with this program; if not, write to the Free Software Foundation, Inc.,
+51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+See the full license in the file "LICENSE" in the top level distribution directory
+*************************************************************************************/
+/*  END LEGAL */
+
 #ifndef Hadrons_MFermion_GaugeProp_hpp_
 #define Hadrons_MFermion_GaugeProp_hpp_
 
@@ -7,6 +36,27 @@
 
 BEGIN_HADRONS_NAMESPACE
 
+/******************************************************************************
+ * 5D -> 4D and 4D -> 5D conversions.                                         *
+ ******************************************************************************/
+template<class vobj> // Note that 5D object is modified.
+inline void make_4D(Lattice<vobj> &in_5d, Lattice<vobj> &out_4d, int Ls)
+{
+    axpby_ssp_pminus(in_5d, 0., in_5d, 1., in_5d, 0, 0);
+    axpby_ssp_pplus(in_5d, 1., in_5d, 1., in_5d, 0, Ls-1);
+    ExtractSlice(out_4d, in_5d, 0, 0);
+}
+
+template<class vobj>
+inline void make_5D(Lattice<vobj> &in_4d, Lattice<vobj> &out_5d, int Ls)
+{
+    out_5d = zero;
+    InsertSlice(in_4d, out_5d, 0, 0);
+    InsertSlice(in_4d, out_5d, Ls-1, 0);
+    axpby_ssp_pplus(out_5d, 0., out_5d, 1., out_5d, 0, 0);
+    axpby_ssp_pminus(out_5d, 0., out_5d, 1., out_5d, Ls-1, Ls-1);
+}
+
 /******************************************************************************
  *                                GaugeProp                                   *
  ******************************************************************************/
@@ -33,6 +83,7 @@ public:
     // dependency relation
     virtual std::vector<std::string> getInput(void);
     virtual std::vector<std::string> getOutput(void);
+protected:
     // setup
     virtual void setup(void);
     // execution
@@ -43,7 +94,6 @@ private:
 };
 
 MODULE_REGISTER_NS(GaugeProp, TGaugeProp<FIMPL>, MFermion);
-
 /******************************************************************************
  *                      TGaugeProp implementation                             *
  ******************************************************************************/
@@ -75,10 +125,13 @@ template <typename FImpl>
 void TGaugeProp<FImpl>::setup(void)
 {
     Ls_ = env().getObjectLs(par().solver);
-    env().template registerLattice<PropagatorField>(getName());
+    envCreateLat(PropagatorField, getName());
+    envTmpLat(FermionField, "source", Ls_);
+    envTmpLat(FermionField, "sol", Ls_);
+    envTmpLat(FermionField, "tmp");
     if (Ls_ > 1)
     {
-        env().template registerLattice<PropagatorField>(getName() + "_5d", Ls_);
+        envCreateLat(PropagatorField, getName() + "_5d", Ls_);
     }
 }
 
@@ -87,41 +140,34 @@ template <typename FImpl>
 void TGaugeProp<FImpl>::execute(void)
 {
     LOG(Message) << "Computing quark propagator '" << getName() << "'"
-    << std::endl;
+                 << std::endl;
     
-    FermionField    source(env().getGrid(Ls_)), sol(env().getGrid(Ls_)),
-    tmp(env().getGrid());
-    std::string     propName = (Ls_ == 1) ? getName() : (getName() + "_5d");
-    PropagatorField &prop    = *env().template createLattice<PropagatorField>(propName);
-    PropagatorField &fullSrc = *env().template getObject<PropagatorField>(par().source);
-    SolverFn        &solver  = *env().template getObject<SolverFn>(par().solver);
-    if (Ls_ > 1)
-    {
-        env().template createLattice<PropagatorField>(getName());
-    }
+    std::string propName = (Ls_ == 1) ? getName() : (getName() + "_5d");
+    auto        &prop    = envGet(PropagatorField, propName);
+    auto        &fullSrc = envGet(PropagatorField, par().source);
+    auto        &solver  = envGet(SolverFn, par().solver);
     
+    envGetTmp(FermionField, source);
+    envGetTmp(FermionField, sol);
+    envGetTmp(FermionField, tmp);
     LOG(Message) << "Inverting using solver '" << par().solver
-    << "' on source '" << par().source << "'" << std::endl;
+                 << "' on source '" << par().source << "'" << std::endl;
     for (unsigned int s = 0; s < Ns; ++s)
-    for (unsigned int c = 0; c < Nc; ++c)
+      for (unsigned int c = 0; c < FImpl::Dimension; ++c)
     {
         LOG(Message) << "Inversion for spin= " << s << ", color= " << c
-        << std::endl;
+                     << std::endl;
         // source conversion for 4D sources
         if (!env().isObject5d(par().source))
         {
             if (Ls_ == 1)
             {
-                PropToFerm(source, fullSrc, s, c);
+               PropToFerm<FImpl>(source, fullSrc, s, c);
             }
             else
             {
-                source = zero;
-                PropToFerm(tmp, fullSrc, s, c);
-                InsertSlice(tmp, source, 0, 0);
-                InsertSlice(tmp, source, Ls_-1, 0);
-                axpby_ssp_pplus(source, 0., source, 1., source, 0, 0);
-                axpby_ssp_pminus(source, 0., source, 1., source, Ls_-1, Ls_-1);
+                PropToFerm<FImpl>(tmp, fullSrc, s, c);
+                make_5D(tmp, source, Ls_);
             }
         }
         // source conversion for 5D sources
@@ -129,26 +175,22 @@ void TGaugeProp<FImpl>::execute(void)
         {
             if (Ls_ != env().getObjectLs(par().source))
             {
-                HADRON_ERROR("Ls mismatch between quark action and source");
+                HADRON_ERROR(Size, "Ls mismatch between quark action and source");
             }
             else
             {
-                PropToFerm(source, fullSrc, s, c);
+                PropToFerm<FImpl>(source, fullSrc, s, c);
             }
         }
         sol = zero;
         solver(sol, source);
-        FermToProp(prop, sol, s, c);
+        FermToProp<FImpl>(prop, sol, s, c);
         // create 4D propagators from 5D one if necessary
         if (Ls_ > 1)
         {
-            PropagatorField &p4d =
-            *env().template getObject<PropagatorField>(getName());
-            
-            axpby_ssp_pminus(sol, 0., sol, 1., sol, 0, 0);
-            axpby_ssp_pplus(sol, 1., sol, 1., sol, 0, Ls_-1);
-            ExtractSlice(tmp, sol, 0, 0);
-            FermToProp(p4d, tmp, s, c);
+            PropagatorField &p4d = envGet(PropagatorField, getName());
+            make_4D(sol, tmp, Ls_);
+            FermToProp<FImpl>(p4d, tmp, s, c);
         }
     }
 }

extras/Hadrons/Modules/MGauge/FundtoHirep.cc

@@ -0,0 +1,75 @@
+/*************************************************************************************
+
+Grid physics library, www.github.com/paboyle/Grid 
+
+Source file: extras/Hadrons/Modules/MGauge/FundtoHirep.cc
+
+Copyright (C) 2015
+Copyright (C) 2016
+
+
+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/Hadrons/Modules/MGauge/FundtoHirep.hpp>
+
+using namespace Grid;
+using namespace Hadrons;
+using namespace MGauge;
+
+// constructor /////////////////////////////////////////////////////////////////
+template <class Rep>
+TFundtoHirep<Rep>::TFundtoHirep(const std::string name)
+: Module<FundtoHirepPar>(name)
+{}
+
+// dependencies/products ///////////////////////////////////////////////////////
+template <class Rep>
+std::vector<std::string> TFundtoHirep<Rep>::getInput(void)
+{
+    std::vector<std::string> in;
+    return in;
+}
+
+template <class Rep>
+std::vector<std::string> TFundtoHirep<Rep>::getOutput(void)
+{
+    std::vector<std::string> out = {getName()};
+    return out;
+}
+
+// setup ///////////////////////////////////////////////////////////////////////
+template <typename Rep>
+void TFundtoHirep<Rep>::setup(void)
+{
+    envCreateLat(typename Rep::LatticeField, getName());
+}
+
+// execution ///////////////////////////////////////////////////////////////////
+template <class Rep>
+void TFundtoHirep<Rep>::execute(void)
+{
+    auto &U      = *env().template getObject<LatticeGaugeField>(par().gaugeconf);
+    LOG(Message) << "Transforming Representation" << std::endl;
+
+    Rep TargetRepresentation(U._grid);
+    TargetRepresentation.update_representation(U);
+
+    auto &URep = envGet(typename Rep::LatticeField, getName());
+    URep = TargetRepresentation.U;
+}

extras/Hadrons/Modules/MGauge/FundtoHirep.hpp

@@ -0,0 +1,77 @@
+/*************************************************************************************
+
+Grid physics library, www.github.com/paboyle/Grid 
+
+Source file: extras/Hadrons/Modules/MGauge/FundtoHirep.hpp
+
+Copyright (C) 2015
+Copyright (C) 2016
+
+Author: David Preti <david.preti@to.infn.it>
+	Guido Cossu <guido.cossu@ed.ac.uk>
+
+This program is free software; you can redistribute it and/or modify
+it under the terms of the GNU General Public License as published by
+the Free Software Foundation; either version 2 of the License, or
+(at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+GNU General Public License for more details.
+
+You should have received a copy of the GNU General Public License along
+with this program; if not, write to the Free Software Foundation, Inc.,
+51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+See the full license in the file "LICENSE" in the top level distribution directory
+*************************************************************************************/
+/*  END LEGAL */
+
+#ifndef Hadrons_MGauge_FundtoHirep_hpp_
+#define Hadrons_MGauge_FundtoHirep_hpp_
+
+#include <Grid/Hadrons/Global.hpp>
+#include <Grid/Hadrons/Module.hpp>
+#include <Grid/Hadrons/ModuleFactory.hpp>
+
+BEGIN_HADRONS_NAMESPACE
+
+/******************************************************************************
+ *                         Load a NERSC configuration                         *
+ ******************************************************************************/
+BEGIN_MODULE_NAMESPACE(MGauge)
+
+class FundtoHirepPar: Serializable
+{
+public:
+    GRID_SERIALIZABLE_CLASS_MEMBERS(FundtoHirepPar,
+                                    std::string, gaugeconf);
+};
+
+template <class Rep>
+class TFundtoHirep: public Module<FundtoHirepPar>
+{
+public:
+    // constructor
+    TFundtoHirep(const std::string name);
+    // destructor
+    virtual ~TFundtoHirep(void) = default;
+    // dependency relation
+    virtual std::vector<std::string> getInput(void);
+    virtual std::vector<std::string> getOutput(void);
+    // setup
+    void setup(void);
+    // execution
+    void execute(void);
+};
+
+//MODULE_REGISTER_NS(FundtoAdjoint,   TFundtoHirep<AdjointRepresentation>, MGauge);
+//MODULE_REGISTER_NS(FundtoTwoIndexSym, TFundtoHirep<TwoIndexSymmetricRepresentation>, MGauge);
+//MODULE_REGISTER_NS(FundtoTwoIndexAsym, TFundtoHirep<TwoIndexAntiSymmetricRepresentation>, MGauge);
+
+END_MODULE_NAMESPACE
+
+END_HADRONS_NAMESPACE
+
+#endif // Hadrons_MGauge_FundtoHirep_hpp_

extras/Hadrons/Modules/MGauge/Random.cc

@@ -4,8 +4,7 @@ Grid physics library, www.github.com/paboyle/Grid
 
 Source file: extras/Hadrons/Modules/MGauge/Random.cc
 
-Copyright (C) 2015
-Copyright (C) 2016
+Copyright (C) 2015-2018
 
 Author: Antonin Portelli <antonin.portelli@me.com>
 
@@ -44,7 +43,9 @@ TRandom::TRandom(const std::string name)
 // dependencies/products ///////////////////////////////////////////////////////
 std::vector<std::string> TRandom::getInput(void)
 {
-    return std::vector<std::string>();
+    std::vector<std::string> in;
+    
+    return in;
 }
 
 std::vector<std::string> TRandom::getOutput(void)
@@ -57,13 +58,14 @@ std::vector<std::string> TRandom::getOutput(void)
 // setup ///////////////////////////////////////////////////////////////////////
 void TRandom::setup(void)
 {
-    env().registerLattice<LatticeGaugeField>(getName());
+    envCreateLat(LatticeGaugeField, getName());
 }
 
 // execution ///////////////////////////////////////////////////////////////////
 void TRandom::execute(void)
 {
     LOG(Message) << "Generating random gauge configuration" << std::endl;
-    LatticeGaugeField &U = *env().createLattice<LatticeGaugeField>(getName());
+    
+    auto &U = envGet(LatticeGaugeField, getName());
     SU3::HotConfiguration(*env().get4dRng(), U);
 }

extras/Hadrons/Modules/MGauge/Random.hpp

@@ -4,8 +4,7 @@ Grid physics library, www.github.com/paboyle/Grid
 
 Source file: extras/Hadrons/Modules/MGauge/Random.hpp
 
-Copyright (C) 2015
-Copyright (C) 2016
+Copyright (C) 2015-2018
 
 Author: Antonin Portelli <antonin.portelli@me.com>
 
@@ -51,6 +50,7 @@ public:
     // dependency relation
     virtual std::vector<std::string> getInput(void);
     virtual std::vector<std::string> getOutput(void);
+protected:
     // setup
     virtual void setup(void);
     // execution

extras/Hadrons/Modules/MGauge/StochEm.cc

@@ -4,9 +4,9 @@ Grid physics library, www.github.com/paboyle/Grid
 
 Source file: extras/Hadrons/Modules/MGauge/StochEm.cc
 
-Copyright (C) 2015
-Copyright (C) 2016
+Copyright (C) 2015-2018
 
+Author: Antonin Portelli <antonin.portelli@me.com>
 
 This program is free software; you can redistribute it and/or modify
 it under the terms of the GNU General Public License as published by
@@ -57,32 +57,28 @@ std::vector<std::string> TStochEm::getOutput(void)
 // setup ///////////////////////////////////////////////////////////////////////
 void TStochEm::setup(void)
 {
-    if (!env().hasRegisteredObject("_" + getName() + "_weight"))
+    if (!env().hasCreatedObject("_" + getName() + "_weight"))
     {
-        env().registerLattice<EmComp>("_" + getName() + "_weight");
+        envCacheLat(EmComp, "_" + getName() + "_weight");
     }
-    env().registerLattice<EmField>(getName());
+    envCreateLat(EmField, getName());
 }
 
 // execution ///////////////////////////////////////////////////////////////////
 void TStochEm::execute(void)
 {
+    LOG(Message) << "Generating stochatic EM potential..." << std::endl;
+
     PhotonR photon(par().gauge, par().zmScheme);
-    EmField &a = *env().createLattice<EmField>(getName());
-    EmComp  *w;
+    auto    &a = envGet(EmField, getName());
+    auto    &w = envGet(EmComp, "_" + getName() + "_weight");
     
     if (!env().hasCreatedObject("_" + getName() + "_weight"))
     {
         LOG(Message) << "Caching stochatic EM potential weight (gauge: "
                      << par().gauge << ", zero-mode scheme: "
                      << par().zmScheme << ")..." << std::endl;
-        w = env().createLattice<EmComp>("_" + getName() + "_weight");
-        photon.StochasticWeight(*w);
+        photon.StochasticWeight(w);
     }
-    else
-    {
-        w = env().getObject<EmComp>("_" + getName() + "_weight");
-    }
-    LOG(Message) << "Generating stochatic EM potential..." << std::endl;
-    photon.StochasticField(a, *env().get4dRng(), *w);
+    photon.StochasticField(a, *env().get4dRng(), w);
 }

extras/Hadrons/Modules/MGauge/StochEm.hpp

@@ -4,9 +4,9 @@ Grid physics library, www.github.com/paboyle/Grid
 
 Source file: extras/Hadrons/Modules/MGauge/StochEm.hpp
 
-Copyright (C) 2015
-Copyright (C) 2016
+Copyright (C) 2015-2018
 
+Author: Antonin Portelli <antonin.portelli@me.com>
 
 This program is free software; you can redistribute it and/or modify
 it under the terms of the GNU General Public License as published by
@@ -60,6 +60,7 @@ public:
     // dependency relation
     virtual std::vector<std::string> getInput(void);
     virtual std::vector<std::string> getOutput(void);
+protected:
     // setup
     virtual void setup(void);
     // execution

extras/Hadrons/Modules/MGauge/Unit.cc

@@ -4,8 +4,7 @@ Grid physics library, www.github.com/paboyle/Grid
 
 Source file: extras/Hadrons/Modules/MGauge/Unit.cc
 
-Copyright (C) 2015
-Copyright (C) 2016
+Copyright (C) 2015-2018
 
 Author: Antonin Portelli <antonin.portelli@me.com>
 
@@ -57,13 +56,14 @@ std::vector<std::string> TUnit::getOutput(void)
 // setup ///////////////////////////////////////////////////////////////////////
 void TUnit::setup(void)
 {
-    env().registerLattice<LatticeGaugeField>(getName());
+    envCreateLat(LatticeGaugeField, getName());
 }
 
 // execution ///////////////////////////////////////////////////////////////////
 void TUnit::execute(void)
 {
     LOG(Message) << "Creating unit gauge configuration" << std::endl;
-    LatticeGaugeField &U = *env().createLattice<LatticeGaugeField>(getName());
+    
+    auto &U = envGet(LatticeGaugeField, getName());
     SU3::ColdConfiguration(*env().get4dRng(), U);
 }

extras/Hadrons/Modules/MGauge/Unit.hpp

@@ -4,8 +4,7 @@ Grid physics library, www.github.com/paboyle/Grid
 
 Source file: extras/Hadrons/Modules/MGauge/Unit.hpp
 
-Copyright (C) 2015
-Copyright (C) 2016
+Copyright (C) 2015-2018
 
 Author: Antonin Portelli <antonin.portelli@me.com>
 
@@ -51,6 +50,7 @@ public:
     // dependencies/products
     virtual std::vector<std::string> getInput(void);
     virtual std::vector<std::string> getOutput(void);
+protected:
     // setup
     virtual void setup(void);
     // execution

extras/Hadrons/Modules/MIO/LoadBinary.hpp

@@ -0,0 +1,140 @@
+/*************************************************************************************
+
+Grid physics library, www.github.com/paboyle/Grid 
+
+Source file: extras/Hadrons/Modules/MIO/LoadBinary.hpp
+
+Copyright (C) 2015-2018
+
+Author: Antonin Portelli <antonin.portelli@me.com>
+
+This program is free software; you can redistribute it and/or modify
+it under the terms of the GNU General Public License as published by
+the Free Software Foundation; either version 2 of the License, or
+(at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+GNU General Public License for more details.
+
+You should have received a copy of the GNU General Public License along
+with this program; if not, write to the Free Software Foundation, Inc.,
+51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+See the full license in the file "LICENSE" in the top level distribution directory
+*************************************************************************************/
+/*  END LEGAL */
+#ifndef Hadrons_MIO_LoadBinary_hpp_
+#define Hadrons_MIO_LoadBinary_hpp_
+
+#include <Grid/Hadrons/Global.hpp>
+#include <Grid/Hadrons/Module.hpp>
+#include <Grid/Hadrons/ModuleFactory.hpp>
+
+BEGIN_HADRONS_NAMESPACE
+
+/******************************************************************************
+ *                       Load a binary configurations                         *
+ ******************************************************************************/
+BEGIN_MODULE_NAMESPACE(MIO)
+
+class LoadBinaryPar: Serializable
+{
+public:
+    GRID_SERIALIZABLE_CLASS_MEMBERS(LoadBinaryPar,
+                                    std::string, file,
+                                    std::string, format);
+};
+
+template <typename Impl>
+class TLoadBinary: public Module<LoadBinaryPar>
+{
+public:
+    typedef typename Impl::Field                  Field;
+    typedef typename Impl::Simd                   Simd;
+    typedef typename Field::vector_object         vobj;
+    typedef typename vobj::scalar_object          sobj;
+    typedef typename sobj::DoublePrecision        sobj_double;
+    typedef BinarySimpleMunger<sobj_double, sobj> Munger;
+public:
+    // constructor
+    TLoadBinary(const std::string name);
+    // destructor
+    virtual ~TLoadBinary(void) = default;
+    // dependency relation
+    virtual std::vector<std::string> getInput(void);
+    virtual std::vector<std::string> getOutput(void);
+    // setup
+    virtual void setup(void);
+    // execution
+    virtual void execute(void);
+};
+
+MODULE_REGISTER_NS(LoadBinary, TLoadBinary<GIMPL>, MIO);
+MODULE_REGISTER_NS(LoadBinaryScalarSU2, TLoadBinary<ScalarNxNAdjImplR<2>>, MIO);
+MODULE_REGISTER_NS(LoadBinaryScalarSU3, TLoadBinary<ScalarNxNAdjImplR<3>>, MIO);
+MODULE_REGISTER_NS(LoadBinaryScalarSU4, TLoadBinary<ScalarNxNAdjImplR<4>>, MIO);
+MODULE_REGISTER_NS(LoadBinaryScalarSU5, TLoadBinary<ScalarNxNAdjImplR<5>>, MIO);
+MODULE_REGISTER_NS(LoadBinaryScalarSU6, TLoadBinary<ScalarNxNAdjImplR<6>>, MIO);
+
+/******************************************************************************
+ *                         TLoadBinary implementation                         *
+ ******************************************************************************/
+// constructor /////////////////////////////////////////////////////////////////
+template <typename Impl>
+TLoadBinary<Impl>::TLoadBinary(const std::string name)
+: Module<LoadBinaryPar>(name)
+{}
+
+// dependencies/products ///////////////////////////////////////////////////////
+template <typename Impl>
+std::vector<std::string> TLoadBinary<Impl>::getInput(void)
+{
+    std::vector<std::string> in;
+    
+    return in;
+}
+
+template <typename Impl>
+std::vector<std::string> TLoadBinary<Impl>::getOutput(void)
+{
+    std::vector<std::string> out = {getName()};
+    
+    return out;
+}
+
+// setup ///////////////////////////////////////////////////////////////////////
+template <typename Impl>
+void TLoadBinary<Impl>::setup(void)
+{
+    envCreateLat(Field, getName());
+}
+
+// execution ///////////////////////////////////////////////////////////////////
+template <typename Impl>
+void TLoadBinary<Impl>::execute(void)
+{
+    Munger      munge;
+    uint32_t    nersc_csum, scidac_csuma, scidac_csumb;
+    auto        &U = envGet(Field, getName());
+    std::string filename = par().file + "."
+                           + std::to_string(vm().getTrajectory());
+
+    LOG(Message) << "Loading " << par().format 
+                 << " binary configuration from file '" << filename
+                 << "'" << std::endl;
+    BinaryIO::readLatticeObject<vobj, sobj_double>(U, filename, munge, 0, 
+                                                   par().format, nersc_csum,
+                                                   scidac_csuma, scidac_csumb);
+    LOG(Message) << "Checksums:" << std::endl;
+    LOG(Message) << "  NERSC    " << nersc_csum << std::endl;
+    LOG(Message) << "  SciDAC A " << scidac_csuma << std::endl;
+    LOG(Message) << "  SciDAC B " << scidac_csumb << std::endl;
+}
+
+END_MODULE_NAMESPACE
+
+END_HADRONS_NAMESPACE
+
+#endif // Hadrons_MIO_LoadBinary_hpp_

extras/Hadrons/Modules/MIO/LoadNersc.cc

@@ -2,10 +2,9 @@
 
 Grid physics library, www.github.com/paboyle/Grid 
 
-Source file: extras/Hadrons/Modules/MGauge/Load.cc
+Source file: extras/Hadrons/Modules/MIO/LoadNersc.cc
 
-Copyright (C) 2015
-Copyright (C) 2016
+Copyright (C) 2015-2018
 
 Author: Antonin Portelli <antonin.portelli@me.com>
 
@@ -26,30 +25,29 @@ with this program; if not, write to the Free Software Foundation, Inc.,
 See the full license in the file "LICENSE" in the top level distribution directory
 *************************************************************************************/
 /*  END LEGAL */
-
-#include <Grid/Hadrons/Modules/MGauge/Load.hpp>
+#include <Grid/Hadrons/Modules/MIO/LoadNersc.hpp>
 
 using namespace Grid;
 using namespace Hadrons;
-using namespace MGauge;
+using namespace MIO;
 
 /******************************************************************************
-*                           TLoad implementation                               *
+*                       TLoadNersc implementation                             *
 ******************************************************************************/
 // constructor /////////////////////////////////////////////////////////////////
-TLoad::TLoad(const std::string name)
-: Module<LoadPar>(name)
+TLoadNersc::TLoadNersc(const std::string name)
+: Module<LoadNerscPar>(name)
 {}
 
 // dependencies/products ///////////////////////////////////////////////////////
-std::vector<std::string> TLoad::getInput(void)
+std::vector<std::string> TLoadNersc::getInput(void)
 {
     std::vector<std::string> in;
     
     return in;
 }
 
-std::vector<std::string> TLoad::getOutput(void)
+std::vector<std::string> TLoadNersc::getOutput(void)
 {
     std::vector<std::string> out = {getName()};
     
@@ -57,21 +55,21 @@ std::vector<std::string> TLoad::getOutput(void)
 }
 
 // setup ///////////////////////////////////////////////////////////////////////
-void TLoad::setup(void)
+void TLoadNersc::setup(void)
 {
-    env().registerLattice<LatticeGaugeField>(getName());
+    envCreateLat(LatticeGaugeField, getName());
 }
 
 // execution ///////////////////////////////////////////////////////////////////
-void TLoad::execute(void)
+void TLoadNersc::execute(void)
 {
-    FieldMetaData  header;
-    std::string fileName = par().file + "."
-                           + std::to_string(env().getTrajectory());
-    
+    FieldMetaData header;
+    std::string   fileName = par().file + "."
+                             + std::to_string(vm().getTrajectory());
     LOG(Message) << "Loading NERSC configuration from file '" << fileName
                  << "'" << std::endl;
-    LatticeGaugeField &U = *env().createLattice<LatticeGaugeField>(getName());
+
+    auto &U = envGet(LatticeGaugeField, getName());
     NerscIO::readConfiguration(U, header, fileName);
     LOG(Message) << "NERSC header:" << std::endl;
     dump_meta_data(header, LOG(Message));

extras/Hadrons/Modules/MIO/LoadNersc.hpp

@@ -2,10 +2,9 @@
 
 Grid physics library, www.github.com/paboyle/Grid 
 
-Source file: extras/Hadrons/Modules/MGauge/Load.hpp
+Source file: extras/Hadrons/Modules/MIO/LoadNersc.hpp
 
-Copyright (C) 2015
-Copyright (C) 2016
+Copyright (C) 2015-2018
 
 Author: Antonin Portelli <antonin.portelli@me.com>
 
@@ -26,9 +25,8 @@ with this program; if not, write to the Free Software Foundation, Inc.,
 See the full license in the file "LICENSE" in the top level distribution directory
 *************************************************************************************/
 /*  END LEGAL */
-
-#ifndef Hadrons_MGauge_Load_hpp_
-#define Hadrons_MGauge_Load_hpp_
+#ifndef Hadrons_MIO_LoadNersc_hpp_
+#define Hadrons_MIO_LoadNersc_hpp_
 
 #include <Grid/Hadrons/Global.hpp>
 #include <Grid/Hadrons/Module.hpp>
@@ -37,24 +35,24 @@ See the full license in the file "LICENSE" in the top level distribution directo
 BEGIN_HADRONS_NAMESPACE
 
 /******************************************************************************
- *                         Load a NERSC configuration                         *
+ *                       Load a NERSC configuration                           *
  ******************************************************************************/
-BEGIN_MODULE_NAMESPACE(MGauge)
+BEGIN_MODULE_NAMESPACE(MIO)
 
-class LoadPar: Serializable
+class LoadNerscPar: Serializable
 {
 public:
-    GRID_SERIALIZABLE_CLASS_MEMBERS(LoadPar,
+    GRID_SERIALIZABLE_CLASS_MEMBERS(LoadNerscPar,
                                     std::string, file);
 };
 
-class TLoad: public Module<LoadPar>
+class TLoadNersc: public Module<LoadNerscPar>
 {
 public:
     // constructor
-    TLoad(const std::string name);
+    TLoadNersc(const std::string name);
     // destructor
-    virtual ~TLoad(void) = default;
+    virtual ~TLoadNersc(void) = default;
     // dependency relation
     virtual std::vector<std::string> getInput(void);
     virtual std::vector<std::string> getOutput(void);
@@ -64,10 +62,10 @@ public:
     virtual void execute(void);
 };
 
-MODULE_REGISTER_NS(Load, TLoad, MGauge);
+MODULE_REGISTER_NS(LoadNersc, TLoadNersc, MIO);
 
 END_MODULE_NAMESPACE
 
 END_HADRONS_NAMESPACE
 
-#endif // Hadrons_MGauge_Load_hpp_
+#endif // Hadrons_MIO_LoadNersc_hpp_

extras/Hadrons/Modules/MLoop/NoiseLoop.hpp

@@ -4,9 +4,10 @@ Grid physics library, www.github.com/paboyle/Grid
 
 Source file: extras/Hadrons/Modules/MLoop/NoiseLoop.hpp
 
-Copyright (C) 2016
+Copyright (C) 2015-2018
 
-Author: Andrew Lawson <andrew.lawson1991@gmail.com>
+Author: Antonin Portelli <antonin.portelli@me.com>
+Author: Lanny91 <andrew.lawson@gmail.com>
 
 This program is free software; you can redistribute it and/or modify
 it under the terms of the GNU General Public License as published by
@@ -74,6 +75,7 @@ public:
     // dependency relation
     virtual std::vector<std::string> getInput(void);
     virtual std::vector<std::string> getOutput(void);
+protected:
     // setup
     virtual void setup(void);
     // execution
@@ -112,16 +114,16 @@ std::vector<std::string> TNoiseLoop<FImpl>::getOutput(void)
 template <typename FImpl>
 void TNoiseLoop<FImpl>::setup(void)
 {
-    env().template registerLattice<PropagatorField>(getName());
+    envCreateLat(PropagatorField, getName());
 }
 
 // execution ///////////////////////////////////////////////////////////////////
 template <typename FImpl>
 void TNoiseLoop<FImpl>::execute(void)
 {
-    PropagatorField &loop = *env().template createLattice<PropagatorField>(getName());
-    PropagatorField &q    = *env().template getObject<PropagatorField>(par().q);
-    PropagatorField &eta  = *env().template getObject<PropagatorField>(par().eta);
+    auto &loop = envGet(PropagatorField, getName());
+    auto &q    = envGet(PropagatorField, par().q);
+    auto &eta  = envGet(PropagatorField, par().eta);
     loop = q*adj(eta);
 }
 

extras/Hadrons/Modules/MScalar/ChargedProp.cc

@@ -1,3 +1,31 @@
+/*************************************************************************************
+
+Grid physics library, www.github.com/paboyle/Grid 
+
+Source file: extras/Hadrons/Modules/MScalar/ChargedProp.cc
+
+Copyright (C) 2015-2018
+
+Author: Antonin Portelli <antonin.portelli@me.com>
+Author: James Harrison <jch1g10@soton.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/Hadrons/Modules/MScalar/ChargedProp.hpp>
 #include <Grid/Hadrons/Modules/MScalar/Scalar.hpp>
 
@@ -37,90 +65,44 @@ void TChargedProp::setup(void)
     {
         phaseName_.push_back("_shiftphase_" + std::to_string(mu));
     }
-    GFSrcName_ = "_" + getName() + "_DinvSrc";
-    if (!env().hasRegisteredObject(freeMomPropName_))
+    GFSrcName_ = getName() + "_DinvSrc";
+    fftName_   = getName() + "_fft";
+
+    freeMomPropDone_ = env().hasCreatedObject(freeMomPropName_);
+    GFSrcDone_       = env().hasCreatedObject(GFSrcName_);
+    phasesDone_      = env().hasCreatedObject(phaseName_[0]);
+    envCacheLat(ScalarField, freeMomPropName_);
+    for (unsigned int mu = 0; mu < env().getNd(); ++mu)
     {
-        env().registerLattice<ScalarField>(freeMomPropName_);
+        envCacheLat(ScalarField, phaseName_[mu]);
     }
-    if (!env().hasRegisteredObject(phaseName_[0]))
-    {
-        for (unsigned int mu = 0; mu < env().getNd(); ++mu)
-        {
-            env().registerLattice<ScalarField>(phaseName_[mu]);
-        }
-    }
-    if (!env().hasRegisteredObject(GFSrcName_))
-    {
-        env().registerLattice<ScalarField>(GFSrcName_);
-    }
-    env().registerLattice<ScalarField>(getName());
+    envCacheLat(ScalarField, GFSrcName_);
+    envCreateLat(ScalarField, getName());
+    envTmpLat(ScalarField, "buf");
+    envTmpLat(ScalarField, "result");
+    envTmpLat(ScalarField, "Amu");
+    envCache(FFT, fftName_, 1, env().getGrid());
 }
 
 // execution ///////////////////////////////////////////////////////////////////
 void TChargedProp::execute(void)
 {
     // CACHING ANALYTIC EXPRESSIONS
-    ScalarField &source = *env().getObject<ScalarField>(par().source);
-    Complex     ci(0.0,1.0);
-    FFT         fft(env().getGrid());
-    
-    // cache free scalar propagator
-    if (!env().hasCreatedObject(freeMomPropName_))
-    {
-        LOG(Message) << "Caching momentum space free scalar propagator"
-                     << " (mass= " << par().mass << ")..." << std::endl;
-        freeMomProp_ = env().createLattice<ScalarField>(freeMomPropName_);
-        SIMPL::MomentumSpacePropagator(*freeMomProp_, par().mass);
-    }
-    else
-    {
-        freeMomProp_ = env().getObject<ScalarField>(freeMomPropName_);
-    }
-    // cache G*F*src
-    if (!env().hasCreatedObject(GFSrcName_))
-        
-    {
-        GFSrc_ = env().createLattice<ScalarField>(GFSrcName_);
-        fft.FFT_all_dim(*GFSrc_, source, FFT::forward);
-        *GFSrc_ = (*freeMomProp_)*(*GFSrc_);
-    }
-    else
-    {
-        GFSrc_ = env().getObject<ScalarField>(GFSrcName_);
-    }
-    // cache phases
-    if (!env().hasCreatedObject(phaseName_[0]))
-    {
-        std::vector<int> &l = env().getGrid()->_fdimensions;
-        
-        LOG(Message) << "Caching shift phases..." << std::endl;
-        for (unsigned int mu = 0; mu < env().getNd(); ++mu)
-        {
-            Real    twoPiL = M_PI*2./l[mu];
-            
-            phase_.push_back(env().createLattice<ScalarField>(phaseName_[mu]));
-            LatticeCoordinate(*(phase_[mu]), mu);
-            *(phase_[mu]) = exp(ci*twoPiL*(*(phase_[mu])));
-        }
-    }
-    else
-    {
-        for (unsigned int mu = 0; mu < env().getNd(); ++mu)
-        {
-            phase_.push_back(env().getObject<ScalarField>(phaseName_[mu]));
-        }
-    }
+    makeCaches();
 
     // PROPAGATOR CALCULATION
     LOG(Message) << "Computing charged scalar propagator"
                  << " (mass= " << par().mass
                  << ", charge= " << par().charge << ")..." << std::endl;
     
-    ScalarField &prop   = *env().createLattice<ScalarField>(getName());
-    ScalarField buf(env().getGrid());
-    ScalarField &GFSrc = *GFSrc_, &G = *freeMomProp_;
-    double      q = par().charge;
-    
+    auto   &prop  = envGet(ScalarField, getName());
+    auto   &GFSrc = envGet(ScalarField, GFSrcName_);
+    auto   &G     = envGet(ScalarField, freeMomPropName_);
+    auto   &fft   = envGet(FFT, fftName_);
+    double q      = par().charge;
+    envGetTmp(ScalarField, result); 
+    envGetTmp(ScalarField, buf); 
+
     // G*F*Src
     prop = GFSrc;
 
@@ -146,12 +128,12 @@ void TChargedProp::execute(void)
     if (!par().output.empty())
     {
         std::string           filename = par().output + "." +
-                                         std::to_string(env().getTrajectory());
+                                         std::to_string(vm().getTrajectory());
         
         LOG(Message) << "Saving zero-momentum projection to '"
                      << filename << "'..." << std::endl;
         
-        CorrWriter            writer(filename);
+        ResultWriter          writer(RESULT_FILE_NAME(par().output));
         std::vector<TComplex> vecBuf;
         std::vector<Complex>  result;
         
@@ -166,15 +148,55 @@ void TChargedProp::execute(void)
     }
 }
 
+void TChargedProp::makeCaches(void)
+{
+    auto &freeMomProp = envGet(ScalarField, freeMomPropName_);
+    auto &GFSrc       = envGet(ScalarField, GFSrcName_);
+    auto &fft         = envGet(FFT, fftName_);
+
+    if (!freeMomPropDone_)
+    {
+        LOG(Message) << "Caching momentum space free scalar propagator"
+                     << " (mass= " << par().mass << ")..." << std::endl;
+        SIMPL::MomentumSpacePropagator(freeMomProp, par().mass);
+    }
+    if (!GFSrcDone_)
+    {   
+        FFT  fft(env().getGrid());
+        auto &source = envGet(ScalarField, par().source);
+
+        LOG(Message) << "Caching G*F*src..." << std::endl;
+        fft.FFT_all_dim(GFSrc, source, FFT::forward);
+        GFSrc = freeMomProp*GFSrc;
+    }
+    if (!phasesDone_)
+    {
+        std::vector<int> &l = env().getGrid()->_fdimensions;
+        Complex          ci(0.0,1.0);
+        
+        LOG(Message) << "Caching shift phases..." << std::endl;
+        for (unsigned int mu = 0; mu < env().getNd(); ++mu)
+        {
+            Real twoPiL = M_PI*2./l[mu];
+            auto &phmu  = envGet(ScalarField, phaseName_[mu]);
+            
+            LatticeCoordinate(phmu, mu);
+            phmu = exp(ci*twoPiL*phmu);
+            phase_.push_back(&phmu);
+        }
+    }
+}
+
 void TChargedProp::momD1(ScalarField &s, FFT &fft)
 {
-    EmField     &A = *env().getObject<EmField>(par().emField);
-    ScalarField buf(env().getGrid()), result(env().getGrid()),
-                Amu(env().getGrid());
+    auto        &A = envGet(EmField, par().emField);
     Complex     ci(0.0,1.0);
 
-    result = zero;
+    envGetTmp(ScalarField, buf);
+    envGetTmp(ScalarField, result);
+    envGetTmp(ScalarField, Amu);
 
+    result = zero;
     for (unsigned int mu = 0; mu < env().getNd(); ++mu)
     {
         Amu = peekLorentz(A, mu);
@@ -198,12 +220,13 @@ void TChargedProp::momD1(ScalarField &s, FFT &fft)
 
 void TChargedProp::momD2(ScalarField &s, FFT &fft)
 {
-    EmField     &A = *env().getObject<EmField>(par().emField);
-    ScalarField buf(env().getGrid()), result(env().getGrid()),
-                Amu(env().getGrid());
+    auto &A = envGet(EmField, par().emField);
+
+    envGetTmp(ScalarField, buf);
+    envGetTmp(ScalarField, result);
+    envGetTmp(ScalarField, Amu);
 
     result = zero;
-    
     for (unsigned int mu = 0; mu < env().getNd(); ++mu)
     {
         Amu = peekLorentz(A, mu);

extras/Hadrons/Modules/MScalar/ChargedProp.hpp

@@ -1,3 +1,30 @@
+/*************************************************************************************
+
+Grid physics library, www.github.com/paboyle/Grid 
+
+Source file: extras/Hadrons/Modules/MScalar/ChargedProp.hpp
+
+Copyright (C) 2015-2018
+
+Author: Antonin Portelli <antonin.portelli@me.com>
+
+This program is free software; you can redistribute it and/or modify
+it under the terms of the GNU General Public License as published by
+the Free Software Foundation; either version 2 of the License, or
+(at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+GNU General Public License for more details.
+
+You should have received a copy of the GNU General Public License along
+with this program; if not, write to the Free Software Foundation, Inc.,
+51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+See the full license in the file "LICENSE" in the top level distribution directory
+*************************************************************************************/
+/*  END LEGAL */
 #ifndef Hadrons_MScalar_ChargedProp_hpp_
 #define Hadrons_MScalar_ChargedProp_hpp_
 
@@ -37,19 +64,20 @@ public:
     // dependency relation
     virtual std::vector<std::string> getInput(void);
     virtual std::vector<std::string> getOutput(void);
+protected:
     // setup
     virtual void setup(void);
     // execution
     virtual void execute(void);
 private:
+    void makeCaches(void);
     void momD1(ScalarField &s, FFT &fft);
     void momD2(ScalarField &s, FFT &fft);
 private:
-    std::string                freeMomPropName_, GFSrcName_;
+    bool                       freeMomPropDone_, GFSrcDone_, phasesDone_;
+    std::string                freeMomPropName_, GFSrcName_, fftName_;
     std::vector<std::string>   phaseName_;
-    ScalarField                *freeMomProp_, *GFSrc_;
     std::vector<ScalarField *> phase_;
-    EmField                    *A;
 };
 
 MODULE_REGISTER_NS(ChargedProp, TChargedProp, MScalar);

extras/Hadrons/Modules/MScalar/FreeProp.cc

@@ -1,3 +1,30 @@
+/*************************************************************************************
+
+Grid physics library, www.github.com/paboyle/Grid 
+
+Source file: extras/Hadrons/Modules/MScalar/FreeProp.cc
+
+Copyright (C) 2015-2018
+
+Author: Antonin Portelli <antonin.portelli@me.com>
+
+This program is free software; you can redistribute it and/or modify
+it under the terms of the GNU General Public License as published by
+the Free Software Foundation; either version 2 of the License, or
+(at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+GNU General Public License for more details.
+
+You should have received a copy of the GNU General Public License along
+with this program; if not, write to the Free Software Foundation, Inc.,
+51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+See the full license in the file "LICENSE" in the top level distribution directory
+*************************************************************************************/
+/*  END LEGAL */
 #include <Grid/Hadrons/Modules/MScalar/FreeProp.hpp>
 #include <Grid/Hadrons/Modules/MScalar/Scalar.hpp>
 
@@ -33,38 +60,31 @@ void TFreeProp::setup(void)
 {
     freeMomPropName_ = FREEMOMPROP(par().mass);
     
-    if (!env().hasRegisteredObject(freeMomPropName_))
-    {
-        env().registerLattice<ScalarField>(freeMomPropName_);
-    }
-    env().registerLattice<ScalarField>(getName());
+    freePropDone_ = env().hasCreatedObject(freeMomPropName_);
+    envCacheLat(ScalarField, freeMomPropName_);
+    envCreateLat(ScalarField, getName());
 }
 
 // execution ///////////////////////////////////////////////////////////////////
 void TFreeProp::execute(void)
 {
-    ScalarField &prop   = *env().createLattice<ScalarField>(getName());
-    ScalarField &source = *env().getObject<ScalarField>(par().source);
-    ScalarField *freeMomProp;
+    auto &freeMomProp = envGet(ScalarField, freeMomPropName_);
+    auto &prop        = envGet(ScalarField, getName());
+    auto &source      = envGet(ScalarField, par().source);
 
-    if (!env().hasCreatedObject(freeMomPropName_))
+    if (!freePropDone_)
     {
         LOG(Message) << "Caching momentum space free scalar propagator"
                      << " (mass= " << par().mass << ")..." << std::endl;
-        freeMomProp = env().createLattice<ScalarField>(freeMomPropName_);
-        SIMPL::MomentumSpacePropagator(*freeMomProp, par().mass);
-    }
-    else
-    {
-        freeMomProp = env().getObject<ScalarField>(freeMomPropName_);
+        SIMPL::MomentumSpacePropagator(freeMomProp, par().mass);
     }
     LOG(Message) << "Computing free scalar propagator..." << std::endl;
-    SIMPL::FreePropagator(source, prop, *freeMomProp);
+    SIMPL::FreePropagator(source, prop, freeMomProp);
     
     if (!par().output.empty())
     {
         TextWriter            writer(par().output + "." +
-                                     std::to_string(env().getTrajectory()));
+                                     std::to_string(vm().getTrajectory()));
         std::vector<TComplex> buf;
         std::vector<Complex>  result;
         

extras/Hadrons/Modules/MScalar/FreeProp.hpp

@@ -1,3 +1,30 @@
+/*************************************************************************************
+
+Grid physics library, www.github.com/paboyle/Grid 
+
+Source file: extras/Hadrons/Modules/MScalar/FreeProp.hpp
+
+Copyright (C) 2015-2018
+
+Author: Antonin Portelli <antonin.portelli@me.com>
+
+This program is free software; you can redistribute it and/or modify
+it under the terms of the GNU General Public License as published by
+the Free Software Foundation; either version 2 of the License, or
+(at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+GNU General Public License for more details.
+
+You should have received a copy of the GNU General Public License along
+with this program; if not, write to the Free Software Foundation, Inc.,
+51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+See the full license in the file "LICENSE" in the top level distribution directory
+*************************************************************************************/
+/*  END LEGAL */
 #ifndef Hadrons_MScalar_FreeProp_hpp_
 #define Hadrons_MScalar_FreeProp_hpp_
 
@@ -33,12 +60,14 @@ public:
     // dependency relation
     virtual std::vector<std::string> getInput(void);
     virtual std::vector<std::string> getOutput(void);
+protected:
     // setup
     virtual void setup(void);
     // execution
     virtual void execute(void);
 private:
     std::string freeMomPropName_;
+    bool        freePropDone_;
 };
 
 MODULE_REGISTER_NS(FreeProp, TFreeProp, MScalar);

extras/Hadrons/Modules/MScalar/Scalar.hpp

@@ -1,3 +1,30 @@
+/*************************************************************************************
+
+Grid physics library, www.github.com/paboyle/Grid 
+
+Source file: extras/Hadrons/Modules/MScalar/Scalar.hpp
+
+Copyright (C) 2015-2018
+
+Author: Antonin Portelli <antonin.portelli@me.com>
+
+This program is free software; you can redistribute it and/or modify
+it under the terms of the GNU General Public License as published by
+the Free Software Foundation; either version 2 of the License, or
+(at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+GNU General Public License for more details.
+
+You should have received a copy of the GNU General Public License along
+with this program; if not, write to the Free Software Foundation, Inc.,
+51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+See the full license in the file "LICENSE" in the top level distribution directory
+*************************************************************************************/
+/*  END LEGAL */
 #ifndef Hadrons_Scalar_hpp_
 #define Hadrons_Scalar_hpp_
 

extras/Hadrons/Modules/MScalarSUN/Div.hpp

@@ -0,0 +1,166 @@
+/*************************************************************************************
+
+Grid physics library, www.github.com/paboyle/Grid 
+
+Source file: extras/Hadrons/Modules/MScalarSUN/Div.hpp
+
+Copyright (C) 2015-2018
+
+Author: Antonin Portelli <antonin.portelli@me.com>
+
+This program is free software; you can redistribute it and/or modify
+it under the terms of the GNU General Public License as published by
+the Free Software Foundation; either version 2 of the License, or
+(at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+GNU General Public License for more details.
+
+You should have received a copy of the GNU General Public License along
+with this program; if not, write to the Free Software Foundation, Inc.,
+51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+See the full license in the file "LICENSE" in the top level distribution directory
+*************************************************************************************/
+/*  END LEGAL */
+#ifndef Hadrons_MScalarSUN_Div_hpp_
+#define Hadrons_MScalarSUN_Div_hpp_
+
+#include <Grid/Hadrons/Global.hpp>
+#include <Grid/Hadrons/Module.hpp>
+#include <Grid/Hadrons/ModuleFactory.hpp>
+
+BEGIN_HADRONS_NAMESPACE
+
+/******************************************************************************
+ *                         Div                                 *
+ ******************************************************************************/
+BEGIN_MODULE_NAMESPACE(MScalarSUN)
+
+class DivPar: Serializable
+{
+public:
+    GRID_SERIALIZABLE_ENUM(DiffType, undef, forward, 1, backward, 2, central, 3);
+    GRID_SERIALIZABLE_CLASS_MEMBERS(DivPar,
+                                    std::vector<std::string>, op,
+                                    DiffType,                 type,
+                                    std::string,              output);
+};
+
+template <typename SImpl>
+class TDiv: public Module<DivPar>
+{
+public:
+    typedef typename SImpl::Field        Field;
+    typedef typename SImpl::ComplexField ComplexField;
+    class Result: Serializable
+    {
+    public:
+        GRID_SERIALIZABLE_CLASS_MEMBERS(Result,
+                                        DivPar::DiffType, type,
+                                        Complex,          value);
+    };
+public:
+    // constructor
+    TDiv(const std::string name);
+    // destructor
+    virtual ~TDiv(void) = default;
+    // dependency relation
+    virtual std::vector<std::string> getInput(void);
+    virtual std::vector<std::string> getOutput(void);
+    // setup
+    virtual void setup(void);
+    // execution
+    virtual void execute(void);
+};
+
+MODULE_REGISTER_NS(DivSU2, TDiv<ScalarNxNAdjImplR<2>>, MScalarSUN);
+MODULE_REGISTER_NS(DivSU3, TDiv<ScalarNxNAdjImplR<3>>, MScalarSUN);
+MODULE_REGISTER_NS(DivSU4, TDiv<ScalarNxNAdjImplR<4>>, MScalarSUN);
+MODULE_REGISTER_NS(DivSU5, TDiv<ScalarNxNAdjImplR<5>>, MScalarSUN);
+MODULE_REGISTER_NS(DivSU6, TDiv<ScalarNxNAdjImplR<6>>, MScalarSUN);
+
+/******************************************************************************
+ *                 TDiv implementation                             *
+ ******************************************************************************/
+// constructor /////////////////////////////////////////////////////////////////
+template <typename SImpl>
+TDiv<SImpl>::TDiv(const std::string name)
+: Module<DivPar>(name)
+{}
+
+// dependencies/products ///////////////////////////////////////////////////////
+template <typename SImpl>
+std::vector<std::string> TDiv<SImpl>::getInput(void)
+{
+    return par().op;
+}
+
+template <typename SImpl>
+std::vector<std::string> TDiv<SImpl>::getOutput(void)
+{
+    std::vector<std::string> out = {getName()};
+
+    return out;
+}
+
+// setup ///////////////////////////////////////////////////////////////////////
+template <typename SImpl>
+void TDiv<SImpl>::setup(void)
+{
+    if (par().op.size() != env().getNd())
+    {
+        HADRON_ERROR(Size, "the number of components differs from number of dimensions");
+    }
+    envCreateLat(ComplexField, getName());
+}
+
+// execution ///////////////////////////////////////////////////////////////////
+template <typename SImpl>
+void TDiv<SImpl>::execute(void)
+{
+    const auto nd = env().getNd();
+
+    LOG(Message) << "Computing the " << par().type << " divergence of [";
+    for (unsigned int mu = 0; mu < nd; ++mu)
+    {
+        std::cout << par().op[mu] << ((mu == nd - 1) ? "]" : ", ");
+    }
+    std::cout << std::endl;
+
+    auto &div = envGet(ComplexField, getName());
+    div = zero;
+    for (unsigned int mu = 0; mu < nd; ++mu)
+    {
+        auto &op = envGet(ComplexField, par().op[mu]);
+        switch(par().type)
+        {
+            case DivPar::DiffType::backward:
+                div += op - Cshift(op, mu, -1);
+                break;
+            case DivPar::DiffType::forward:
+                div += Cshift(op, mu, 1) - op;
+                break;
+            case DivPar::DiffType::central:
+                div += 0.5*(Cshift(op, mu, 1) - Cshift(op, mu, -1));
+                break;
+        }
+    }
+    if (!par().output.empty())
+    {
+        Result       r;
+        ResultWriter writer(RESULT_FILE_NAME(par().output));
+
+        r.type  = par().type;
+        r.value = TensorRemove(sum(div));
+        write(writer, "div", r);
+    }
+}
+
+END_MODULE_NAMESPACE
+
+END_HADRONS_NAMESPACE
+
+#endif // Hadrons_MScalarSUN_Div_hpp_

extras/Hadrons/Modules/MScalarSUN/TrMag.hpp

@@ -0,0 +1,146 @@
+/*************************************************************************************
+
+Grid physics library, www.github.com/paboyle/Grid 
+
+Source file: extras/Hadrons/Modules/MScalarSUN/TrMag.hpp
+
+Copyright (C) 2015-2018
+
+Author: Antonin Portelli <antonin.portelli@me.com>
+
+This program is free software; you can redistribute it and/or modify
+it under the terms of the GNU General Public License as published by
+the Free Software Foundation; either version 2 of the License, or
+(at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+GNU General Public License for more details.
+
+You should have received a copy of the GNU General Public License along
+with this program; if not, write to the Free Software Foundation, Inc.,
+51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+See the full license in the file "LICENSE" in the top level distribution directory
+*************************************************************************************/
+/*  END LEGAL */
+#ifndef Hadrons_MScalarSUN_TrMag_hpp_
+#define Hadrons_MScalarSUN_TrMag_hpp_
+
+#include <Grid/Hadrons/Global.hpp>
+#include <Grid/Hadrons/Module.hpp>
+#include <Grid/Hadrons/ModuleFactory.hpp>
+
+BEGIN_HADRONS_NAMESPACE
+
+/******************************************************************************
+ *                       Module to compute tr(mag^n)                          *
+ ******************************************************************************/
+BEGIN_MODULE_NAMESPACE(MScalarSUN)
+
+class TrMagPar: Serializable
+{
+public:
+    GRID_SERIALIZABLE_CLASS_MEMBERS(TrMagPar,
+                                    std::string,  field,
+                                    unsigned int, maxPow,
+                                    std::string,  output);
+};
+
+template <typename SImpl>
+class TTrMag: public Module<TrMagPar>
+{
+public:
+    typedef typename SImpl::Field        Field;
+    typedef typename SImpl::ComplexField ComplexField;
+    class Result: Serializable
+    {
+    public:
+        GRID_SERIALIZABLE_CLASS_MEMBERS(Result,
+                                        std::string, op,
+                                        Real,        value);
+    };
+public:
+    // constructor
+    TTrMag(const std::string name);
+    // destructor
+    virtual ~TTrMag(void) = default;
+    // dependency relation
+    virtual std::vector<std::string> getInput(void);
+    virtual std::vector<std::string> getOutput(void);
+    // setup
+    virtual void setup(void);
+    // execution
+    virtual void execute(void);
+};
+
+MODULE_REGISTER_NS(TrMagSU2, TTrMag<ScalarNxNAdjImplR<2>>, MScalarSUN);
+MODULE_REGISTER_NS(TrMagSU3, TTrMag<ScalarNxNAdjImplR<3>>, MScalarSUN);
+MODULE_REGISTER_NS(TrMagSU4, TTrMag<ScalarNxNAdjImplR<4>>, MScalarSUN);
+MODULE_REGISTER_NS(TrMagSU5, TTrMag<ScalarNxNAdjImplR<5>>, MScalarSUN);
+MODULE_REGISTER_NS(TrMagSU6, TTrMag<ScalarNxNAdjImplR<6>>, MScalarSUN);
+
+/******************************************************************************
+ *                         TTrMag implementation                              *
+ ******************************************************************************/
+// constructor /////////////////////////////////////////////////////////////////
+template <typename SImpl>
+TTrMag<SImpl>::TTrMag(const std::string name)
+: Module<TrMagPar>(name)
+{}
+
+// dependencies/products ///////////////////////////////////////////////////////
+template <typename SImpl>
+std::vector<std::string> TTrMag<SImpl>::getInput(void)
+{
+    std::vector<std::string> in = {par().field};
+    
+    return in;
+}
+
+template <typename SImpl>
+std::vector<std::string> TTrMag<SImpl>::getOutput(void)
+{
+    std::vector<std::string> out = {};
+    
+    return out;
+}
+
+// setup ///////////////////////////////////////////////////////////////////////
+template <typename SImpl>
+void TTrMag<SImpl>::setup(void)
+{}
+
+// execution ///////////////////////////////////////////////////////////////////
+template <typename SImpl>
+void TTrMag<SImpl>::execute(void)
+{
+    LOG(Message) << "Computing tr(mag^n) for n even up to " << par().maxPow
+                 << "..." << std::endl;
+
+    std::vector<Result> result;
+    ResultWriter        writer(RESULT_FILE_NAME(par().output));
+    auto                &phi = envGet(Field, par().field);
+
+    auto m2 = sum(phi), mn = m2;
+
+    m2 = -m2*m2;
+    mn = 1.;
+    for (unsigned int n = 2; n <= par().maxPow; n += 2)
+    {
+        Result r;
+
+        mn = mn*m2;
+        r.op    = "tr(mag^" + std::to_string(n) + ")";
+        r.value = TensorRemove(trace(mn)).real();
+        result.push_back(r);
+    }
+    write(writer, "trmag", result);
+}
+
+END_MODULE_NAMESPACE
+
+END_HADRONS_NAMESPACE
+
+#endif // Hadrons_MScalarSUN_TrMag_hpp_

extras/Hadrons/Modules/MScalarSUN/TrPhi.hpp

@@ -0,0 +1,182 @@
+/*************************************************************************************
+
+Grid physics library, www.github.com/paboyle/Grid 
+
+Source file: extras/Hadrons/Modules/MScalarSUN/TrPhi.hpp
+
+Copyright (C) 2015-2018
+
+Author: Antonin Portelli <antonin.portelli@me.com>
+
+This program is free software; you can redistribute it and/or modify
+it under the terms of the GNU General Public License as published by
+the Free Software Foundation; either version 2 of the License, or
+(at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+GNU General Public License for more details.
+
+You should have received a copy of the GNU General Public License along
+with this program; if not, write to the Free Software Foundation, Inc.,
+51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+See the full license in the file "LICENSE" in the top level distribution directory
+*************************************************************************************/
+/*  END LEGAL */
+#ifndef Hadrons_MScalarSUN_TrPhi_hpp_
+#define Hadrons_MScalarSUN_TrPhi_hpp_
+
+#include <Grid/Hadrons/Global.hpp>
+#include <Grid/Hadrons/Module.hpp>
+#include <Grid/Hadrons/ModuleFactory.hpp>
+
+BEGIN_HADRONS_NAMESPACE
+
+/******************************************************************************
+ *                         Module to compute tr(phi^n)                        *
+ ******************************************************************************/
+BEGIN_MODULE_NAMESPACE(MScalarSUN)
+
+class TrPhiPar: Serializable
+{
+public:
+    GRID_SERIALIZABLE_CLASS_MEMBERS(TrPhiPar,
+                                    std::string,  field,
+                                    unsigned int, maxPow,
+                                    std::string,  output);
+};
+
+template <typename SImpl>
+class TTrPhi: public Module<TrPhiPar>
+{
+public:
+    typedef typename SImpl::Field        Field;
+    typedef typename SImpl::ComplexField ComplexField;
+    class Result: Serializable
+    {
+    public:
+        GRID_SERIALIZABLE_CLASS_MEMBERS(Result,
+                                        std::string, op,
+                                        Real,        value);
+    };
+public:
+    // constructor
+    TTrPhi(const std::string name);
+    // destructor
+    virtual ~TTrPhi(void) = default;
+    // dependency relation
+    virtual std::vector<std::string> getInput(void);
+    virtual std::vector<std::string> getOutput(void);
+    // setup
+    virtual void setup(void);
+    // execution
+    virtual void execute(void);
+private:
+    // output name generator
+    std::string outName(const unsigned int n);
+};
+
+MODULE_REGISTER_NS(TrPhiSU2, TTrPhi<ScalarNxNAdjImplR<2>>, MScalarSUN);
+MODULE_REGISTER_NS(TrPhiSU3, TTrPhi<ScalarNxNAdjImplR<3>>, MScalarSUN);
+MODULE_REGISTER_NS(TrPhiSU4, TTrPhi<ScalarNxNAdjImplR<4>>, MScalarSUN);
+MODULE_REGISTER_NS(TrPhiSU5, TTrPhi<ScalarNxNAdjImplR<5>>, MScalarSUN);
+MODULE_REGISTER_NS(TrPhiSU6, TTrPhi<ScalarNxNAdjImplR<6>>, MScalarSUN);
+
+/******************************************************************************
+ *                          TTrPhi implementation                             *
+ ******************************************************************************/
+// constructor /////////////////////////////////////////////////////////////////
+template <typename SImpl>
+TTrPhi<SImpl>::TTrPhi(const std::string name)
+: Module<TrPhiPar>(name)
+{}
+
+// dependencies/products ///////////////////////////////////////////////////////
+template <typename SImpl>
+std::vector<std::string> TTrPhi<SImpl>::getInput(void)
+{
+    std::vector<std::string> in = {par().field};
+    
+    return in;
+}
+
+template <typename SImpl>
+std::vector<std::string> TTrPhi<SImpl>::getOutput(void)
+{
+    std::vector<std::string> out;
+
+    for (unsigned int n = 2; n <= par().maxPow; n += 2)
+    {
+        out.push_back(outName(n));
+    }
+    
+    return out;
+}
+
+// setup ///////////////////////////////////////////////////////////////////////
+template <typename SImpl>
+void TTrPhi<SImpl>::setup(void)
+{
+    if (par().maxPow < 2)
+    {
+        HADRON_ERROR(Size, "'maxPow' should be at least equal to 2");
+    }
+    envTmpLat(Field, "phi2");
+    envTmpLat(Field, "buf");
+    for (unsigned int n = 2; n <= par().maxPow; n += 2)
+    {
+        envCreateLat(ComplexField, outName(n));
+    }
+}
+
+// execution ///////////////////////////////////////////////////////////////////
+template <typename SImpl>
+void TTrPhi<SImpl>::execute(void)
+{
+    LOG(Message) << "Computing tr(phi^n) for n even up to " << par().maxPow
+                 << "..." << std::endl; 
+
+    std::vector<Result> result;
+    auto                &phi = envGet(Field, par().field);
+
+    envGetTmp(Field, phi2);
+    envGetTmp(Field, buf);
+    buf  = 1.;
+    phi2 = -phi*phi; 
+    for (unsigned int n = 2; n <= par().maxPow; n += 2)
+    {
+        auto &phin = envGet(ComplexField, outName(n));
+
+        buf  = buf*phi2;
+        phin = trace(buf);
+        if (!par().output.empty())
+        {
+            Result r;
+
+            r.op    = "tr(phi^" + std::to_string(n) + ")";
+            r.value = TensorRemove(sum(phin)).real();
+            result.push_back(r);
+        }
+    }
+    if (result.size() > 0)
+    {
+        ResultWriter writer(RESULT_FILE_NAME(par().output));
+
+        write(writer, "trphi", result);
+    }
+}
+
+// output name generator ///////////////////////////////////////////////////////
+template <typename SImpl>
+std::string TTrPhi<SImpl>::outName(const unsigned int n)
+{
+    return getName() + "_" + std::to_string(n);
+}
+
+END_MODULE_NAMESPACE
+
+END_HADRONS_NAMESPACE
+
+#endif // Hadrons_MScalarSUN_TrPhi_hpp_

extras/Hadrons/Modules/MScalarSUN/TwoPoint.hpp

@@ -0,0 +1,184 @@
+/*************************************************************************************
+
+Grid physics library, www.github.com/paboyle/Grid 
+
+Source file: extras/Hadrons/Modules/MScalarSUN/TwoPoint.hpp
+
+Copyright (C) 2015-2018
+
+Author: Antonin Portelli <antonin.portelli@me.com>
+
+This program is free software; you can redistribute it and/or modify
+it under the terms of the GNU General Public License as published by
+the Free Software Foundation; either version 2 of the License, or
+(at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+GNU General Public License for more details.
+
+You should have received a copy of the GNU General Public License along
+with this program; if not, write to the Free Software Foundation, Inc.,
+51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+See the full license in the file "LICENSE" in the top level distribution directory
+*************************************************************************************/
+/*  END LEGAL */
+#ifndef Hadrons_MScalarSUN_TwoPoint_hpp_
+#define Hadrons_MScalarSUN_TwoPoint_hpp_
+
+#include <Grid/Hadrons/Global.hpp>
+#include <Grid/Hadrons/Module.hpp>
+#include <Grid/Hadrons/ModuleFactory.hpp>
+
+BEGIN_HADRONS_NAMESPACE
+
+/******************************************************************************
+ *                 2-pt functions for a given set of operators                *
+ ******************************************************************************/
+BEGIN_MODULE_NAMESPACE(MScalarSUN)
+
+class TwoPointPar: Serializable
+{
+public:
+    GRID_SERIALIZABLE_CLASS_MEMBERS(TwoPointPar,
+                                    std::vector<std::string>, op,
+                                    std::string,              output);
+};
+
+template <typename SImpl>
+class TTwoPoint: public Module<TwoPointPar>
+{
+public:
+    typedef typename SImpl::Field        Field;
+    typedef typename SImpl::ComplexField ComplexField;
+    class Result: Serializable
+    {
+    public:
+        GRID_SERIALIZABLE_CLASS_MEMBERS(Result,
+                                        std::string, sink,
+                                        std::string, source,
+                                        std::vector<Complex>, data);
+    };
+public:
+    // constructor
+    TTwoPoint(const std::string name);
+    // destructor
+    virtual ~TTwoPoint(void) = default;
+    // dependency relation
+    virtual std::vector<std::string> getInput(void);
+    virtual std::vector<std::string> getOutput(void);
+    // setup
+    virtual void setup(void);
+    // execution
+    virtual void execute(void);
+private:
+    // make 2-pt function
+    template <class SinkSite, class SourceSite>
+    std::vector<Complex> makeTwoPoint(const std::vector<SinkSite>   &sink,
+                                      const std::vector<SourceSite> &source);
+};
+
+MODULE_REGISTER_NS(TwoPointSU2, TTwoPoint<ScalarNxNAdjImplR<2>>, MScalarSUN);
+MODULE_REGISTER_NS(TwoPointSU3, TTwoPoint<ScalarNxNAdjImplR<3>>, MScalarSUN);
+MODULE_REGISTER_NS(TwoPointSU4, TTwoPoint<ScalarNxNAdjImplR<4>>, MScalarSUN);
+MODULE_REGISTER_NS(TwoPointSU5, TTwoPoint<ScalarNxNAdjImplR<5>>, MScalarSUN);
+MODULE_REGISTER_NS(TwoPointSU6, TTwoPoint<ScalarNxNAdjImplR<6>>, MScalarSUN);
+
+/******************************************************************************
+ *                 TTwoPoint implementation                             *
+ ******************************************************************************/
+// constructor /////////////////////////////////////////////////////////////////
+template <typename SImpl>
+TTwoPoint<SImpl>::TTwoPoint(const std::string name)
+: Module<TwoPointPar>(name)
+{}
+
+// dependencies/products ///////////////////////////////////////////////////////
+template <typename SImpl>
+std::vector<std::string> TTwoPoint<SImpl>::getInput(void)
+{   
+    return par().op;
+}
+
+template <typename SImpl>
+std::vector<std::string> TTwoPoint<SImpl>::getOutput(void)
+{
+    std::vector<std::string> out = {};
+
+    return out;
+}
+
+// setup ///////////////////////////////////////////////////////////////////////
+template <typename SImpl>
+void TTwoPoint<SImpl>::setup(void)
+{
+    const unsigned int nt = env().getDim().back();
+    envTmp(std::vector<std::vector<TComplex>>, "slicedOp", 1, par().op.size(), 
+           std::vector<TComplex>(nt));
+}
+
+// execution ///////////////////////////////////////////////////////////////////
+template <typename SImpl>
+void TTwoPoint<SImpl>::execute(void)
+{
+    LOG(Message) << "Computing 2-point functions for operators:" << std::endl;
+    for (auto &o: par().op)
+    {
+        LOG(Message) << "  '" << o << "'" << std::endl;
+    }
+
+    ResultWriter        writer(RESULT_FILE_NAME(par().output));
+    const unsigned int  nd = env().getDim().size();
+    std::vector<Result> result;
+    
+    envGetTmp(std::vector<std::vector<TComplex>>, slicedOp);
+    for (unsigned int i = 0; i < par().op.size(); ++i)
+    {
+        auto &op = envGet(ComplexField, par().op[i]);
+
+        sliceSum(op, slicedOp[i], nd - 1);
+    }
+    for (unsigned int i = 0; i < par().op.size(); ++i)
+    for (unsigned int j = 0; j < par().op.size(); ++j)
+    {
+        Result r;
+
+        r.sink   = par().op[i];
+        r.source = par().op[j];
+        r.data   = makeTwoPoint(slicedOp[i], slicedOp[j]);
+        result.push_back(r);
+    }
+    write(writer, "twopt", result);
+}
+
+// make 2-pt function //////////////////////////////////////////////////////////
+template <class SImpl>
+template <class SinkSite, class SourceSite>
+std::vector<Complex> TTwoPoint<SImpl>::makeTwoPoint(
+                                  const std::vector<SinkSite>   &sink,
+                                  const std::vector<SourceSite> &source)
+{
+    assert(sink.size() == source.size());
+    
+    unsigned int         nt = sink.size();
+    std::vector<Complex> res(nt, 0.);
+    
+    for (unsigned int dt = 0; dt < nt; ++dt)
+    {
+        for (unsigned int t  = 0; t < nt; ++t)
+        {
+            res[dt] += TensorRemove(trace(sink[(t+dt)%nt]*source[t]));
+        }
+        res[dt] *= 1./static_cast<double>(nt);
+    }
+    
+    return res;
+}
+
+END_MODULE_NAMESPACE
+
+END_HADRONS_NAMESPACE
+
+#endif // Hadrons_MScalarSUN_TwoPoint_hpp_

extras/Hadrons/Modules/MSink/Point.hpp

@@ -1,3 +1,32 @@
+/*************************************************************************************
+
+Grid physics library, www.github.com/paboyle/Grid 
+
+Source file: extras/Hadrons/Modules/MSink/Point.hpp
+
+Copyright (C) 2015-2018
+
+Author: Antonin Portelli <antonin.portelli@me.com>
+Author: Lanny91 <andrew.lawson@gmail.com>
+
+This program is free software; you can redistribute it and/or modify
+it under the terms of the GNU General Public License as published by
+the Free Software Foundation; either version 2 of the License, or
+(at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+GNU General Public License for more details.
+
+You should have received a copy of the GNU General Public License along
+with this program; if not, write to the Free Software Foundation, Inc.,
+51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+See the full license in the file "LICENSE" in the top level distribution directory
+*************************************************************************************/
+/*  END LEGAL */
+
 #ifndef Hadrons_MSink_Point_hpp_
 #define Hadrons_MSink_Point_hpp_
 
@@ -33,10 +62,14 @@ public:
     // dependency relation
     virtual std::vector<std::string> getInput(void);
     virtual std::vector<std::string> getOutput(void);
+protected:
     // setup
     virtual void setup(void);
     // execution
     virtual void execute(void);
+private:
+    bool        hasPhase_{false}; 
+    std::string momphName_;
 };
 
 MODULE_REGISTER_NS(Point,       TPoint<FIMPL>,        MSink);
@@ -49,6 +82,7 @@ MODULE_REGISTER_NS(ScalarPoint, TPoint<ScalarImplCR>, MSink);
 template <typename FImpl>
 TPoint<FImpl>::TPoint(const std::string name)
 : Module<PointPar>(name)
+, momphName_ (name + "_momph")
 {}
 
 // dependencies/products ///////////////////////////////////////////////////////
@@ -72,30 +106,37 @@ std::vector<std::string> TPoint<FImpl>::getOutput(void)
 template <typename FImpl>
 void TPoint<FImpl>::setup(void)
 {
-    unsigned int size;
-    
-    size = env().template lattice4dSize<LatticeComplex>();
-    env().registerObject(getName(), size);
+    envTmpLat(LatticeComplex, "coor");
+    envCacheLat(LatticeComplex, momphName_);
+    envCreate(SinkFn, getName(), 1, nullptr);
 }
 
 // execution ///////////////////////////////////////////////////////////////////
 template <typename FImpl>
 void TPoint<FImpl>::execute(void)
-{
-    std::vector<Real> p = strToVec<Real>(par().mom);
-    LatticeComplex    ph(env().getGrid()), coor(env().getGrid());
-    Complex           i(0.0,1.0);
-    
+{   
     LOG(Message) << "Setting up point sink function for momentum ["
                  << par().mom << "]" << std::endl;
-    ph = zero;
-    for(unsigned int mu = 0; mu < env().getNd(); mu++)
+
+    auto &ph = envGet(LatticeComplex, momphName_);
+    
+    if (!hasPhase_)
     {
-        LatticeCoordinate(coor, mu);
-        ph = ph + (p[mu]/env().getGrid()->_fdimensions[mu])*coor;
+        Complex           i(0.0,1.0);
+        std::vector<Real> p;
+
+        envGetTmp(LatticeComplex, coor);
+        p  = strToVec<Real>(par().mom);
+        ph = zero;
+        for(unsigned int mu = 0; mu < env().getNd(); mu++)
+        {
+            LatticeCoordinate(coor, mu);
+            ph = ph + (p[mu]/env().getGrid()->_fdimensions[mu])*coor;
+        }
+        ph = exp((Real)(2*M_PI)*i*ph);
+        hasPhase_ = true;
     }
-    ph = exp((Real)(2*M_PI)*i*ph);
-    auto sink = [ph](const PropagatorField &field)
+    auto sink = [&ph](const PropagatorField &field)
     {
         SlicedPropagator res;
         PropagatorField  tmp = ph*field;
@@ -104,7 +145,7 @@ void TPoint<FImpl>::execute(void)
         
         return res;
     };
-    env().setObject(getName(), new SinkFn(sink));
+    envGet(SinkFn, getName()) = sink;
 }
 
 END_MODULE_NAMESPACE

extras/Hadrons/Modules/MSink/Smear.hpp

@@ -0,0 +1,127 @@
+/*************************************************************************************
+
+Grid physics library, www.github.com/paboyle/Grid 
+
+Source file: extras/Hadrons/Modules/MSink/Smear.hpp
+
+Copyright (C) 2015-2018
+
+Author: Antonin Portelli <antonin.portelli@me.com>
+Author: Lanny91 <andrew.lawson@gmail.com>
+
+This program is free software; you can redistribute it and/or modify
+it under the terms of the GNU General Public License as published by
+the Free Software Foundation; either version 2 of the License, or
+(at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+GNU General Public License for more details.
+
+You should have received a copy of the GNU General Public License along
+with this program; if not, write to the Free Software Foundation, Inc.,
+51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+See the full license in the file "LICENSE" in the top level distribution directory
+*************************************************************************************/
+/*  END LEGAL */
+
+#ifndef Hadrons_MSink_Smear_hpp_
+#define Hadrons_MSink_Smear_hpp_
+
+#include <Grid/Hadrons/Global.hpp>
+#include <Grid/Hadrons/Module.hpp>
+#include <Grid/Hadrons/ModuleFactory.hpp>
+
+BEGIN_HADRONS_NAMESPACE
+
+/******************************************************************************
+ *                                 Smear                                      *
+ ******************************************************************************/
+BEGIN_MODULE_NAMESPACE(MSink)
+
+class SmearPar: Serializable
+{
+public:
+    GRID_SERIALIZABLE_CLASS_MEMBERS(SmearPar,
+                                    std::string, q,
+                                    std::string, sink);
+};
+
+template <typename FImpl>
+class TSmear: public Module<SmearPar>
+{
+public:
+    FERM_TYPE_ALIASES(FImpl,);
+    SINK_TYPE_ALIASES();
+public:
+    // constructor
+    TSmear(const std::string name);
+    // destructor
+    virtual ~TSmear(void) = default;
+    // dependency relation
+    virtual std::vector<std::string> getInput(void);
+    virtual std::vector<std::string> getOutput(void);
+protected:
+    // setup
+    virtual void setup(void);
+    // execution
+    virtual void execute(void);
+};
+
+MODULE_REGISTER_NS(Smear, TSmear<FIMPL>, MSink);
+
+/******************************************************************************
+ *                          TSmear implementation                             *
+ ******************************************************************************/
+// constructor /////////////////////////////////////////////////////////////////
+template <typename FImpl>
+TSmear<FImpl>::TSmear(const std::string name)
+: Module<SmearPar>(name)
+{}
+
+// dependencies/products ///////////////////////////////////////////////////////
+template <typename FImpl>
+std::vector<std::string> TSmear<FImpl>::getInput(void)
+{
+    std::vector<std::string> in = {par().q, par().sink};
+    
+    return in;
+}
+
+template <typename FImpl>
+std::vector<std::string> TSmear<FImpl>::getOutput(void)
+{
+    std::vector<std::string> out = {getName()};
+    
+    return out;
+}
+
+// setup ///////////////////////////////////////////////////////////////////////
+template <typename FImpl>
+void TSmear<FImpl>::setup(void)
+{
+    envCreate(SlicedPropagator, getName(), 1, env().getDim(Tp));
+}
+
+// execution ///////////////////////////////////////////////////////////////////
+template <typename FImpl>
+void TSmear<FImpl>::execute(void)
+{
+    LOG(Message) << "Sink smearing propagator '" << par().q
+                 << "' using sink function '" << par().sink << "'."
+                 << std::endl;
+
+    auto &sink = envGet(SinkFn, par().sink);
+    auto &q    = envGet(PropagatorField, par().q);
+    auto &out  = envGet(SlicedPropagator, getName());
+    
+    out = sink(q);
+}
+
+END_MODULE_NAMESPACE
+
+END_HADRONS_NAMESPACE
+
+#endif // Hadrons_MSink_Smear_hpp_

extras/Hadrons/Modules/MSolver/RBPrecCG.hpp

@@ -4,8 +4,7 @@ Grid physics library, www.github.com/paboyle/Grid
 
 Source file: extras/Hadrons/Modules/MSolver/RBPrecCG.hpp
 
-Copyright (C) 2015
-Copyright (C) 2016
+Copyright (C) 2015-2018
 
 Author: Antonin Portelli <antonin.portelli@me.com>
 
@@ -61,7 +60,9 @@ public:
     virtual ~TRBPrecCG(void) = default;
     // dependencies/products
     virtual std::vector<std::string> getInput(void);
+    virtual std::vector<std::string> getReference(void);
     virtual std::vector<std::string> getOutput(void);
+protected:
     // setup
     virtual void setup(void);
     // execution
@@ -83,11 +84,19 @@ TRBPrecCG<FImpl>::TRBPrecCG(const std::string name)
 template <typename FImpl>
 std::vector<std::string> TRBPrecCG<FImpl>::getInput(void)
 {
-    std::vector<std::string> in = {par().action};
+    std::vector<std::string> in = {};
     
     return in;
 }
 
+template <typename FImpl>
+std::vector<std::string> TRBPrecCG<FImpl>::getReference(void)
+{
+    std::vector<std::string> ref = {par().action};
+    
+    return ref;
+}
+
 template <typename FImpl>
 std::vector<std::string> TRBPrecCG<FImpl>::getOutput(void)
 {
@@ -100,17 +109,12 @@ std::vector<std::string> TRBPrecCG<FImpl>::getOutput(void)
 template <typename FImpl>
 void TRBPrecCG<FImpl>::setup(void)
 {
-    auto Ls = env().getObjectLs(par().action);
-    
-    env().registerObject(getName(), 0, Ls);
-    env().addOwnership(getName(), par().action);
-}
+    LOG(Message) << "setting up Schur red-black preconditioned CG for"
+                 << " action '" << par().action << "' with residual "
+                 << par().residual << std::endl;
 
-// execution ///////////////////////////////////////////////////////////////////
-template <typename FImpl>
-void TRBPrecCG<FImpl>::execute(void)
-{
-    auto &mat   = *(env().template getObject<FMat>(par().action));
+    auto Ls     = env().getObjectLs(par().action);
+    auto &mat   = envGet(FMat, par().action);
     auto solver = [&mat, this](FermionField &sol, const FermionField &source)
     {
         ConjugateGradient<FermionField>           cg(par().residual, 10000);
@@ -118,13 +122,14 @@ void TRBPrecCG<FImpl>::execute(void)
         
         schurSolver(mat, source, sol);
     };
-    
-    LOG(Message) << "setting up Schur red-black preconditioned CG for"
-                 << " action '" << par().action << "' with residual "
-                 << par().residual << std::endl;
-    env().setObject(getName(), new SolverFn(solver));
+    envCreate(SolverFn, getName(), Ls, solver);
 }
 
+// execution ///////////////////////////////////////////////////////////////////
+template <typename FImpl>
+void TRBPrecCG<FImpl>::execute(void)
+{}
+
 END_MODULE_NAMESPACE
 
 END_HADRONS_NAMESPACE

extras/Hadrons/Modules/MSource/Point.hpp

@@ -4,10 +4,10 @@ Grid physics library, www.github.com/paboyle/Grid
 
 Source file: extras/Hadrons/Modules/MSource/Point.hpp
 
-Copyright (C) 2015
-Copyright (C) 2016
+Copyright (C) 2015-2018
 
 Author: Antonin Portelli <antonin.portelli@me.com>
+Author: Lanny91 <andrew.lawson@gmail.com>
 
 This program is free software; you can redistribute it and/or modify
 it under the terms of the GNU General Public License as published by
@@ -72,6 +72,7 @@ public:
     // dependency relation
     virtual std::vector<std::string> getInput(void);
     virtual std::vector<std::string> getOutput(void);
+protected:
     // setup
     virtual void setup(void);
     // execution
@@ -111,19 +112,20 @@ std::vector<std::string> TPoint<FImpl>::getOutput(void)
 template <typename FImpl>
 void TPoint<FImpl>::setup(void)
 {
-    env().template registerLattice<PropagatorField>(getName());
+    envCreateLat(PropagatorField, getName());
 }
 
 // execution ///////////////////////////////////////////////////////////////////
 template <typename FImpl>
 void TPoint<FImpl>::execute(void)
 {
-    std::vector<int> position = strToVec<int>(par().position);
-    typename SitePropagator::scalar_object id;
-    
     LOG(Message) << "Creating point source at position [" << par().position
-                 << "]" << std::endl;
-    PropagatorField &src = *env().template createLattice<PropagatorField>(getName());
+                << "]" << std::endl;
+
+    std::vector<int> position = strToVec<int>(par().position);
+    auto             &src     = envGet(PropagatorField, getName());
+    SitePropagator   id;
+    
     id  = 1.;
     src = zero;
     pokeSite(id, src, position);

extras/Hadrons/Modules/MSource/SeqConserved.hpp

@@ -0,0 +1,160 @@
+/*************************************************************************************
+
+Grid physics library, www.github.com/paboyle/Grid 
+
+Source file: extras/Hadrons/Modules/MSource/SeqConserved.hpp
+
+Copyright (C) 2015-2018
+
+Author: Antonin Portelli <antonin.portelli@me.com>
+Author: Lanny91 <andrew.lawson@gmail.com>
+
+This program is free software; you can redistribute it and/or modify
+it under the terms of the GNU General Public License as published by
+the Free Software Foundation; either version 2 of the License, or
+(at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+GNU General Public License for more details.
+
+You should have received a copy of the GNU General Public License along
+with this program; if not, write to the Free Software Foundation, Inc.,
+51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+See the full license in the file "LICENSE" in the top level distribution directory
+*************************************************************************************/
+/*  END LEGAL */
+
+#ifndef Hadrons_MSource_SeqConserved_hpp_
+#define Hadrons_MSource_SeqConserved_hpp_
+
+#include <Grid/Hadrons/Global.hpp>
+#include <Grid/Hadrons/Module.hpp>
+#include <Grid/Hadrons/ModuleFactory.hpp>
+
+BEGIN_HADRONS_NAMESPACE
+
+/*
+ 
+ Sequential source
+ -----------------------------
+ * src_x = q_x * theta(x_3 - tA) * theta(tB - x_3) * J_mu * exp(i x.mom)
+ 
+ * options:
+ - q: input propagator (string)
+ - action: fermion action used for propagator q (string)
+ - tA: begin timeslice (integer)
+ - tB: end timesilce (integer)
+ - curr_type: type of conserved current to insert (Current)
+ - mu: Lorentz index of current to insert (integer)
+ - mom: momentum insertion, space-separated float sequence (e.g ".1 .2 1. 0.")
+ 
+ */
+
+/******************************************************************************
+ *                              SeqConserved                                  *
+ ******************************************************************************/
+BEGIN_MODULE_NAMESPACE(MSource)
+
+class SeqConservedPar: Serializable
+{
+public:
+    GRID_SERIALIZABLE_CLASS_MEMBERS(SeqConservedPar,
+                                    std::string,  q,
+                                    std::string,  action,
+                                    unsigned int, tA,
+                                    unsigned int, tB,
+                                    Current,      curr_type,
+                                    unsigned int, mu,
+                                    std::string,  mom);
+};
+
+template <typename FImpl>
+class TSeqConserved: public Module<SeqConservedPar>
+{
+public:
+    FERM_TYPE_ALIASES(FImpl,);
+public:
+    // constructor
+    TSeqConserved(const std::string name);
+    // destructor
+    virtual ~TSeqConserved(void) = default;
+    // dependency relation
+    virtual std::vector<std::string> getInput(void);
+    virtual std::vector<std::string> getOutput(void);
+protected:
+    // setup
+    virtual void setup(void);
+    // execution
+    virtual void execute(void);
+};
+
+MODULE_REGISTER_NS(SeqConserved, TSeqConserved<FIMPL>, MSource);
+
+/******************************************************************************
+ *                      TSeqConserved implementation                          *
+ ******************************************************************************/
+// constructor /////////////////////////////////////////////////////////////////
+template <typename FImpl>
+TSeqConserved<FImpl>::TSeqConserved(const std::string name)
+: Module<SeqConservedPar>(name)
+{}
+
+// dependencies/products ///////////////////////////////////////////////////////
+template <typename FImpl>
+std::vector<std::string> TSeqConserved<FImpl>::getInput(void)
+{
+    std::vector<std::string> in = {par().q, par().action};
+    
+    return in;
+}
+
+template <typename FImpl>
+std::vector<std::string> TSeqConserved<FImpl>::getOutput(void)
+{
+    std::vector<std::string> out = {getName()};
+    
+    return out;
+}
+
+// setup ///////////////////////////////////////////////////////////////////////
+template <typename FImpl>
+void TSeqConserved<FImpl>::setup(void)
+{
+    auto Ls_ = env().getObjectLs(par().action);
+    envCreateLat(PropagatorField, getName(), Ls_);
+}
+
+// execution ///////////////////////////////////////////////////////////////////
+template <typename FImpl>
+void TSeqConserved<FImpl>::execute(void)
+{
+    if (par().tA == par().tB)
+    {
+        LOG(Message) << "Generating sequential source with conserved "
+                     << par().curr_type << " current insertion (mu = " 
+                     << par().mu << ") at " << "t = " << par().tA << std::endl;
+    }
+    else
+    {
+        LOG(Message) << "Generating sequential source with conserved "
+                     << par().curr_type << " current insertion (mu = " 
+                     << par().mu << ") for " << par().tA << " <= t <= " 
+                     << par().tB << std::endl;
+    }
+    auto &src = envGet(PropagatorField, getName());
+    auto &q   = envGet(PropagatorField, par().q);
+    auto &mat = envGet(FMat, par().action);
+
+    std::vector<Real> mom = strToVec<Real>(par().mom);
+    mat.SeqConservedCurrent(q, src, par().curr_type, par().mu, 
+                            mom, par().tA, par().tB);
+}
+
+END_MODULE_NAMESPACE
+
+END_HADRONS_NAMESPACE
+
+#endif // Hadrons_SeqConserved_hpp_

extras/Hadrons/Modules/MSource/SeqGamma.hpp

@@ -4,11 +4,10 @@ Grid physics library, www.github.com/paboyle/Grid
 
 Source file: extras/Hadrons/Modules/MSource/SeqGamma.hpp
 
-Copyright (C) 2015
-Copyright (C) 2016
-Copyright (C) 2017
+Copyright (C) 2015-2018
 
 Author: Antonin Portelli <antonin.portelli@me.com>
+Author: Lanny91 <andrew.lawson@gmail.com>
 
 This program is free software; you can redistribute it and/or modify
 it under the terms of the GNU General Public License as published by
@@ -81,10 +80,14 @@ public:
     // dependency relation
     virtual std::vector<std::string> getInput(void);
     virtual std::vector<std::string> getOutput(void);
+protected:
     // setup
     virtual void setup(void);
     // execution
     virtual void execute(void);
+private:
+    bool        hasPhase_{false};
+    std::string momphName_, tName_;
 };
 
 MODULE_REGISTER_NS(SeqGamma, TSeqGamma<FIMPL>, MSource);
@@ -96,6 +99,8 @@ MODULE_REGISTER_NS(SeqGamma, TSeqGamma<FIMPL>, MSource);
 template <typename FImpl>
 TSeqGamma<FImpl>::TSeqGamma(const std::string name)
 : Module<SeqGammaPar>(name)
+, momphName_ (name + "_momph")
+, tName_ (name + "_t")
 {}
 
 // dependencies/products ///////////////////////////////////////////////////////
@@ -119,7 +124,10 @@ std::vector<std::string> TSeqGamma<FImpl>::getOutput(void)
 template <typename FImpl>
 void TSeqGamma<FImpl>::setup(void)
 {
-    env().template registerLattice<PropagatorField>(getName());
+    envCreateLat(PropagatorField, getName());
+    envCacheLat(Lattice<iScalar<vInteger>>, tName_);
+    envCacheLat(LatticeComplex, momphName_);
+    envTmpLat(LatticeComplex, "coor");
 }
 
 // execution ///////////////////////////////////////////////////////////////////
@@ -137,23 +145,29 @@ void TSeqGamma<FImpl>::execute(void)
                      << " sequential source for "
                      << par().tA << " <= t <= " << par().tB << std::endl;
     }
-    PropagatorField &src = *env().template createLattice<PropagatorField>(getName());
-    PropagatorField &q   = *env().template getObject<PropagatorField>(par().q);
-    Lattice<iScalar<vInteger>> t(env().getGrid());
-    LatticeComplex             ph(env().getGrid()), coor(env().getGrid());
-    Gamma                      g(par().gamma);
-    std::vector<Real>          p;
-    Complex                    i(0.0,1.0);
+    auto  &src = envGet(PropagatorField, getName());
+    auto  &q   = envGet(PropagatorField, par().q);
+    auto  &ph  = envGet(LatticeComplex, momphName_);
+    auto  &t   = envGet(Lattice<iScalar<vInteger>>, tName_);
+    Gamma g(par().gamma);
     
-    p  = strToVec<Real>(par().mom);
-    ph = zero;
-    for(unsigned int mu = 0; mu < env().getNd(); mu++)
+    if (!hasPhase_)
     {
-        LatticeCoordinate(coor, mu);
-        ph = ph + p[mu]*coor*((1./(env().getGrid()->_fdimensions[mu])));
+        Complex           i(0.0,1.0);
+        std::vector<Real> p;
+
+        envGetTmp(LatticeComplex, coor);
+        p  = strToVec<Real>(par().mom);
+        ph = zero;
+        for(unsigned int mu = 0; mu < env().getNd(); mu++)
+        {
+            LatticeCoordinate(coor, mu);
+            ph = ph + (p[mu]/env().getGrid()->_fdimensions[mu])*coor;
+        }
+        ph = exp((Real)(2*M_PI)*i*ph);
+        LatticeCoordinate(t, Tp);
+        hasPhase_ = true;
     }
-    ph = exp((Real)(2*M_PI)*i*ph);
-    LatticeCoordinate(t, Tp);
     src = where((t >= par().tA) and (t <= par().tB), ph*(g*q), 0.*q);
 }
 

extras/Hadrons/Modules/MSource/Wall.hpp

@@ -4,9 +4,10 @@ Grid physics library, www.github.com/paboyle/Grid
 
 Source file: extras/Hadrons/Modules/MSource/Wall.hpp
 
-Copyright (C) 2017
+Copyright (C) 2015-2018
 
-Author: Andrew Lawson <andrew.lawson1991@gmail.com>
+Author: Antonin Portelli <antonin.portelli@me.com>
+Author: Lanny91 <andrew.lawson@gmail.com>
 
 This program is free software; you can redistribute it and/or modify
 it under the terms of the GNU General Public License as published by
@@ -73,10 +74,14 @@ public:
     // dependency relation
     virtual std::vector<std::string> getInput(void);
     virtual std::vector<std::string> getOutput(void);
+protected:
     // setup
     virtual void setup(void);
     // execution
     virtual void execute(void);
+private:
+    bool        hasPhase_{false};
+    std::string momphName_, tName_;
 };
 
 MODULE_REGISTER_NS(Wall, TWall<FIMPL>, MSource);
@@ -88,13 +93,15 @@ MODULE_REGISTER_NS(Wall, TWall<FIMPL>, MSource);
 template <typename FImpl>
 TWall<FImpl>::TWall(const std::string name)
 : Module<WallPar>(name)
+, momphName_ (name + "_momph")
+, tName_ (name + "_t")
 {}
 
 // dependencies/products ///////////////////////////////////////////////////////
 template <typename FImpl>
 std::vector<std::string> TWall<FImpl>::getInput(void)
 {
-    std::vector<std::string> in;
+    std::vector<std::string> in = {};
     
     return in;
 }
@@ -111,7 +118,7 @@ std::vector<std::string> TWall<FImpl>::getOutput(void)
 template <typename FImpl>
 void TWall<FImpl>::setup(void)
 {
-    env().template registerLattice<PropagatorField>(getName());
+    envCreateLat(PropagatorField, getName());
 }
 
 // execution ///////////////////////////////////////////////////////////////////
@@ -121,21 +128,28 @@ void TWall<FImpl>::execute(void)
     LOG(Message) << "Generating wall source at t = " << par().tW 
                  << " with momentum " << par().mom << std::endl;
     
-    PropagatorField &src = *env().template createLattice<PropagatorField>(getName());
-    Lattice<iScalar<vInteger>> t(env().getGrid());
-    LatticeComplex             ph(env().getGrid()), coor(env().getGrid());
-    std::vector<Real>          p;
-    Complex                    i(0.0,1.0);
+    auto  &src = envGet(PropagatorField, getName());
+    auto  &ph  = envGet(LatticeComplex, momphName_);
+    auto  &t   = envGet(Lattice<iScalar<vInteger>>, tName_);
     
-    p  = strToVec<Real>(par().mom);
-    ph = zero;
-    for(unsigned int mu = 0; mu < Nd; mu++)
+    if (!hasPhase_)
     {
-        LatticeCoordinate(coor, mu);
-        ph = ph + p[mu]*coor*((1./(env().getGrid()->_fdimensions[mu])));
+        Complex           i(0.0,1.0);
+        std::vector<Real> p;
+
+        envGetTmp(LatticeComplex, coor);
+        p  = strToVec<Real>(par().mom);
+        ph = zero;
+        for(unsigned int mu = 0; mu < env().getNd(); mu++)
+        {
+            LatticeCoordinate(coor, mu);
+            ph = ph + (p[mu]/env().getGrid()->_fdimensions[mu])*coor;
+        }
+        ph = exp((Real)(2*M_PI)*i*ph);
+        LatticeCoordinate(t, Tp);
+        hasPhase_ = true;
     }
-    ph = exp((Real)(2*M_PI)*i*ph);
-    LatticeCoordinate(t, Tp);
+
     src = 1.;
     src = where((t == par().tW), src*ph, 0.*src);
 }

extras/Hadrons/Modules/MSource/Z2.hpp

@@ -4,8 +4,7 @@ Grid physics library, www.github.com/paboyle/Grid
 
 Source file: extras/Hadrons/Modules/MSource/Z2.hpp
 
-Copyright (C) 2015
-Copyright (C) 2016
+Copyright (C) 2015-2018
 
 Author: Antonin Portelli <antonin.portelli@me.com>
 
@@ -76,10 +75,14 @@ public:
     // dependency relation
     virtual std::vector<std::string> getInput(void);
     virtual std::vector<std::string> getOutput(void);
+protected:
     // setup
     virtual void setup(void);
     // execution
     virtual void execute(void);
+private:
+    bool        hasT_{false};
+    std::string tName_;
 };
 
 MODULE_REGISTER_NS(Z2,       TZ2<FIMPL>,        MSource);
@@ -92,6 +95,7 @@ MODULE_REGISTER_NS(ScalarZ2, TZ2<ScalarImplCR>, MSource);
 template <typename FImpl>
 TZ2<FImpl>::TZ2(const std::string name)
 : Module<Z2Par>(name)
+, tName_ (name + "_t")
 {}
 
 // dependencies/products ///////////////////////////////////////////////////////
@@ -115,29 +119,36 @@ std::vector<std::string> TZ2<FImpl>::getOutput(void)
 template <typename FImpl>
 void TZ2<FImpl>::setup(void)
 {
-    env().template registerLattice<PropagatorField>(getName());
+    envCreateLat(PropagatorField, getName());
+    envCacheLat(Lattice<iScalar<vInteger>>, tName_);
+    envTmpLat(LatticeComplex, "eta");
 }
 
 // execution ///////////////////////////////////////////////////////////////////
 template <typename FImpl>
 void TZ2<FImpl>::execute(void)
 {
-    Lattice<iScalar<vInteger>> t(env().getGrid());
-    LatticeComplex             eta(env().getGrid());
-    Complex                    shift(1., 1.);
-    
     if (par().tA == par().tB)
     {
         LOG(Message) << "Generating Z_2 wall source at t= " << par().tA
-        << std::endl;
+                     << std::endl;
     }
     else
     {
         LOG(Message) << "Generating Z_2 band for " << par().tA << " <= t <= "
-        << par().tB << std::endl;
+                     << par().tB << std::endl;
     }
-    PropagatorField &src = *env().template createLattice<PropagatorField>(getName());
-    LatticeCoordinate(t, Tp);
+    
+    auto    &src = envGet(PropagatorField, getName());
+    auto    &t   = envGet(Lattice<iScalar<vInteger>>, tName_);
+    Complex shift(1., 1.);
+
+    if (!hasT_)
+    {
+        LatticeCoordinate(t, Tp);
+        hasT_ = true;
+    }
+    envGetTmp(LatticeComplex, eta);
     bernoulli(*env().get4dRng(), eta);
     eta = (2.*eta - shift)*(1./::sqrt(2.));
     eta = where((t >= par().tA) and (t <= par().tB), eta, 0.*eta);

extras/Hadrons/Modules/MUtilities/TestSeqConserved.hpp

@@ -0,0 +1,186 @@
+/*************************************************************************************
+
+Grid physics library, www.github.com/paboyle/Grid 
+
+Source file: extras/Hadrons/Modules/MUtilities/TestSeqConserved.hpp
+
+Copyright (C) 2015-2018
+
+Author: Antonin Portelli <antonin.portelli@me.com>
+Author: Lanny91 <andrew.lawson@gmail.com>
+
+This program is free software; you can redistribute it and/or modify
+it under the terms of the GNU General Public License as published by
+the Free Software Foundation; either version 2 of the License, or
+(at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+GNU General Public License for more details.
+
+You should have received a copy of the GNU General Public License along
+with this program; if not, write to the Free Software Foundation, Inc.,
+51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+See the full license in the file "LICENSE" in the top level distribution directory
+*************************************************************************************/
+/*  END LEGAL */
+
+#ifndef Hadrons_MUtilities_TestSeqConserved_hpp_
+#define Hadrons_MUtilities_TestSeqConserved_hpp_
+
+#include <Grid/Hadrons/Global.hpp>
+#include <Grid/Hadrons/Module.hpp>
+#include <Grid/Hadrons/ModuleFactory.hpp>
+
+BEGIN_HADRONS_NAMESPACE
+
+/*
+  Ward Identity contractions using sequential propagators.
+ -----------------------------
+ 
+ * options:
+ - q:      point source propagator, 5D if available (string)
+ - qSeq:   result of sequential insertion of conserved current using q (string)
+ - action: action used for computation of q (string)
+ - origin: string giving point source origin of q (string)
+ - t_J:    time at which sequential current is inserted (int)
+ - mu:     Lorentz index of current inserted (int)
+ - curr:   current type, e.g. vector/axial (Current)
+*/
+
+/******************************************************************************
+ *                            TestSeqConserved                                *
+ ******************************************************************************/
+BEGIN_MODULE_NAMESPACE(MUtilities)
+
+class TestSeqConservedPar: Serializable
+{
+public:
+    GRID_SERIALIZABLE_CLASS_MEMBERS(TestSeqConservedPar,
+                                    std::string,  q,
+                                    std::string,  qSeq,
+                                    std::string,  action,
+                                    std::string,  origin,
+                                    unsigned int, t_J,
+                                    unsigned int, mu,
+                                    Current,      curr);
+};
+
+template <typename FImpl>
+class TTestSeqConserved: public Module<TestSeqConservedPar>
+{
+public:
+    FERM_TYPE_ALIASES(FImpl,);
+public:
+    // constructor
+    TTestSeqConserved(const std::string name);
+    // destructor
+    virtual ~TTestSeqConserved(void) = default;
+    // dependency relation
+    virtual std::vector<std::string> getInput(void);
+    virtual std::vector<std::string> getOutput(void);
+protected:
+    // setup
+    virtual void setup(void);
+    // execution
+    virtual void execute(void);
+};
+
+MODULE_REGISTER_NS(TestSeqConserved, TTestSeqConserved<FIMPL>, MUtilities);
+
+/******************************************************************************
+ *                     TTestSeqConserved implementation                       *
+ ******************************************************************************/
+// constructor /////////////////////////////////////////////////////////////////
+template <typename FImpl>
+TTestSeqConserved<FImpl>::TTestSeqConserved(const std::string name)
+: Module<TestSeqConservedPar>(name)
+{}
+
+// dependencies/products ///////////////////////////////////////////////////////
+template <typename FImpl>
+std::vector<std::string> TTestSeqConserved<FImpl>::getInput(void)
+{
+    std::vector<std::string> in = {par().q, par().qSeq, par().action};
+    
+    return in;
+}
+
+template <typename FImpl>
+std::vector<std::string> TTestSeqConserved<FImpl>::getOutput(void)
+{
+    std::vector<std::string> out = {getName()};
+    
+    return out;
+}
+
+// setup ///////////////////////////////////////////////////////////////////////
+template <typename FImpl>
+void TTestSeqConserved<FImpl>::setup(void)
+{
+    auto Ls = env().getObjectLs(par().q);
+    if (Ls != env().getObjectLs(par().action))
+    {
+        HADRON_ERROR(Size, "Ls mismatch between quark action and propagator");
+    }
+    envTmpLat(PropagatorField, "tmp");
+    envTmpLat(LatticeComplex, "c");
+}
+
+// execution ///////////////////////////////////////////////////////////////////
+template <typename FImpl>
+void TTestSeqConserved<FImpl>::execute(void)
+{
+    // Check sequential insertion of current gives same result as conserved 
+    // current sink upon contraction. Assume q uses a point source.
+
+    auto                  &q    = envGet(PropagatorField, par().q);
+    auto                  &qSeq = envGet(PropagatorField, par().qSeq);
+    auto                  &act  = envGet(FMat, par().action);
+    Gamma                 g5(Gamma::Algebra::Gamma5);
+    Gamma::Algebra        gA = (par().curr == Current::Axial) ?
+                                  Gamma::Algebra::Gamma5 :
+                                  Gamma::Algebra::Identity;
+    Gamma                 g(gA);
+    SitePropagator        qSite;
+    Complex               test_S, test_V, check_S, check_V;
+    std::vector<TComplex> check_buf;
+    std::vector<int>      siteCoord;
+
+    envGetTmp(PropagatorField, tmp);
+    envGetTmp(LatticeComplex, c);
+    siteCoord = strToVec<int>(par().origin);
+    peekSite(qSite, qSeq, siteCoord);
+    test_S = trace(qSite*g);
+    test_V = trace(qSite*g*Gamma::gmu[par().mu]);
+    act.ContractConservedCurrent(q, q, tmp, par().curr, par().mu);
+    c = trace(tmp*g);
+    sliceSum(c, check_buf, Tp);
+    check_S = TensorRemove(check_buf[par().t_J]);
+
+    c = trace(tmp*g*Gamma::gmu[par().mu]);
+    sliceSum(c, check_buf, Tp);
+    check_V = TensorRemove(check_buf[par().t_J]);
+
+    LOG(Message) << "Test S  = " << abs(test_S)   << std::endl;
+    LOG(Message) << "Test V  = " << abs(test_V) << std::endl;
+    LOG(Message) << "Check S = " << abs(check_S) << std::endl;
+    LOG(Message) << "Check V = " << abs(check_V) << std::endl;
+
+    // Check difference = 0
+    check_S -= test_S;
+    check_V -= test_V;
+
+    LOG(Message) << "Consistency check for sequential conserved " 
+                 << par().curr << " current insertion: " << std::endl; 
+    LOG(Message) << "Diff S  = " << abs(check_S) << std::endl;
+    LOG(Message) << "Diff V  = " << abs(check_V) << std::endl;
+}
+
+END_MODULE_NAMESPACE
+
+END_HADRONS_NAMESPACE
+
+#endif // Hadrons_TestSeqConserved_hpp_

extras/Hadrons/Modules/MUtilities/TestSeqGamma.hpp

@@ -0,0 +1,150 @@
+/*************************************************************************************
+
+Grid physics library, www.github.com/paboyle/Grid 
+
+Source file: extras/Hadrons/Modules/MUtilities/TestSeqGamma.hpp
+
+Copyright (C) 2015-2018
+
+Author: Antonin Portelli <antonin.portelli@me.com>
+Author: Lanny91 <andrew.lawson@gmail.com>
+
+This program is free software; you can redistribute it and/or modify
+it under the terms of the GNU General Public License as published by
+the Free Software Foundation; either version 2 of the License, or
+(at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+GNU General Public License for more details.
+
+You should have received a copy of the GNU General Public License along
+with this program; if not, write to the Free Software Foundation, Inc.,
+51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+See the full license in the file "LICENSE" in the top level distribution directory
+*************************************************************************************/
+/*  END LEGAL */
+
+#ifndef Hadrons_MUtilities_TestSeqGamma_hpp_
+#define Hadrons_MUtilities_TestSeqGamma_hpp_
+
+#include <Grid/Hadrons/Global.hpp>
+#include <Grid/Hadrons/Module.hpp>
+#include <Grid/Hadrons/ModuleFactory.hpp>
+
+BEGIN_HADRONS_NAMESPACE
+
+/******************************************************************************
+ *                              TestSeqGamma                                  *
+ ******************************************************************************/
+BEGIN_MODULE_NAMESPACE(MUtilities)
+
+class TestSeqGammaPar: Serializable
+{
+public:
+    GRID_SERIALIZABLE_CLASS_MEMBERS(TestSeqGammaPar,
+                                    std::string,    q,
+                                    std::string,    qSeq,
+                                    std::string,    origin,
+                                    Gamma::Algebra, gamma,
+                                    unsigned int,   t_g);
+};
+
+template <typename FImpl>
+class TTestSeqGamma: public Module<TestSeqGammaPar>
+{
+public:
+    FERM_TYPE_ALIASES(FImpl,);
+public:
+    // constructor
+    TTestSeqGamma(const std::string name);
+    // destructor
+    virtual ~TTestSeqGamma(void) = default;
+    // dependency relation
+    virtual std::vector<std::string> getInput(void);
+    virtual std::vector<std::string> getOutput(void);
+protected:
+    // setup
+    virtual void setup(void);
+    // execution
+    virtual void execute(void);
+};
+
+MODULE_REGISTER_NS(TestSeqGamma, TTestSeqGamma<FIMPL>, MUtilities);
+
+/******************************************************************************
+ *                      TTestSeqGamma implementation                          *
+ ******************************************************************************/
+// constructor /////////////////////////////////////////////////////////////////
+template <typename FImpl>
+TTestSeqGamma<FImpl>::TTestSeqGamma(const std::string name)
+: Module<TestSeqGammaPar>(name)
+{}
+
+// dependencies/products ///////////////////////////////////////////////////////
+template <typename FImpl>
+std::vector<std::string> TTestSeqGamma<FImpl>::getInput(void)
+{
+    std::vector<std::string> in = {par().q, par().qSeq};
+    
+    return in;
+}
+
+template <typename FImpl>
+std::vector<std::string> TTestSeqGamma<FImpl>::getOutput(void)
+{
+    std::vector<std::string> out = {getName()};
+    
+    return out;
+}
+
+// setup ///////////////////////////////////////////////////////////////////////
+template <typename FImpl>
+void TTestSeqGamma<FImpl>::setup(void)
+{
+    envTmpLat(LatticeComplex, "c");
+}
+
+// execution ///////////////////////////////////////////////////////////////////
+template <typename FImpl>
+void TTestSeqGamma<FImpl>::execute(void)
+{
+    auto                  &q    = envGet(PropagatorField, par().q);
+    auto                  &qSeq = envGet(PropagatorField, par().qSeq);
+    Gamma                 g5(Gamma::Algebra::Gamma5);
+    Gamma                 g(par().gamma);
+    SitePropagator        qSite;
+    Complex               test, check;
+    std::vector<TComplex> check_buf;
+    std::vector<int>      siteCoord;
+
+    // Check sequential insertion of gamma matrix gives same result as 
+    // insertion of gamma at sink upon contraction. Assume q uses a point 
+    // source.
+    
+    envGetTmp(LatticeComplex, c);
+    siteCoord = strToVec<int>(par().origin);
+    peekSite(qSite, qSeq, siteCoord);
+    test = trace(g*qSite);
+
+    c = trace(adj(g)*g5*adj(q)*g5*g*q);
+    sliceSum(c, check_buf, Tp);
+    check = TensorRemove(check_buf[par().t_g]);
+
+    LOG(Message) << "Seq Result = " << abs(test)  << std::endl;
+    LOG(Message) << "Reference  = " << abs(check) << std::endl;
+
+    // Check difference = 0
+    check -= test;
+
+    LOG(Message) << "Consistency check for sequential " << par().gamma  
+                 << " insertion = " << abs(check) << std::endl;
+}
+
+END_MODULE_NAMESPACE
+
+END_HADRONS_NAMESPACE
+
+#endif // Hadrons_TestSeqGamma_hpp_

extras/Hadrons/VirtualMachine.cc

@@ -0,0 +1,622 @@
+/*************************************************************************************
+
+Grid physics library, www.github.com/paboyle/Grid 
+
+Source file: extras/Hadrons/VirtualMachine.cc
+
+Copyright (C) 2015-2018
+
+Author: Antonin Portelli <antonin.portelli@me.com>
+
+This program is free software; you can redistribute it and/or modify
+it under the terms of the GNU General Public License as published by
+the Free Software Foundation; either version 2 of the License, or
+(at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+GNU General Public License for more details.
+
+You should have received a copy of the GNU General Public License along
+with this program; if not, write to the Free Software Foundation, Inc.,
+51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+See the full license in the file "LICENSE" in the top level distribution directory
+*************************************************************************************/
+/*  END LEGAL */
+
+#include <Grid/Hadrons/VirtualMachine.hpp>
+#include <Grid/Hadrons/GeneticScheduler.hpp>
+#include <Grid/Hadrons/ModuleFactory.hpp>
+
+using namespace Grid;
+using namespace QCD;
+using namespace Hadrons;
+
+/******************************************************************************
+ *                      VirtualMachine implementation                         *
+ ******************************************************************************/
+// trajectory counter //////////////////////////////////////////////////////////
+void VirtualMachine::setTrajectory(const unsigned int traj)
+{
+    traj_ = traj;
+}
+
+unsigned int VirtualMachine::getTrajectory(void) const
+{
+    return traj_;
+}
+
+// module management ///////////////////////////////////////////////////////////
+void VirtualMachine::pushModule(VirtualMachine::ModPt &pt)
+{
+    std::string name = pt->getName();
+    
+    if (!hasModule(name))
+    {
+        std::vector<unsigned int> inputAddress;
+        unsigned int              address;
+        ModuleInfo                m;
+        
+        // module registration -------------------------------------------------
+        m.data = std::move(pt);
+        m.type = typeIdPt(*m.data.get());
+        m.name = name;
+        // input dependencies
+        for (auto &in: m.data->getInput())
+        {
+            if (!env().hasObject(in))
+            {
+                // if object does not exist, add it with no creator module
+                env().addObject(in , -1);
+            }
+            m.input.push_back(env().getObjectAddress(in));
+        }
+        // reference dependencies
+        for (auto &ref: m.data->getReference())
+        {
+            if (!env().hasObject(ref))
+            {
+                // if object does not exist, add it with no creator module
+                env().addObject(ref , -1);
+            }
+            m.input.push_back(env().getObjectAddress(ref));
+        }
+        auto inCopy = m.input;
+        // if module has inputs with references, they need to be added as
+        // an input
+        for (auto &in: inCopy)
+        {
+            int inm = env().getObjectModule(in);
+
+            if (inm > 0)
+            {
+                if (getModule(inm)->getReference().size() > 0)
+                {
+                    for (auto &rin: getModule(inm)->getReference())
+                    {
+                        m.input.push_back(env().getObjectAddress(rin));
+                    }
+                }
+            }
+        }
+        module_.push_back(std::move(m));
+        address              = static_cast<unsigned int>(module_.size() - 1);
+        moduleAddress_[name] = address;
+        // connecting outputs to potential inputs ------------------------------
+        for (auto &out: getModule(address)->getOutput())
+        {
+            if (!env().hasObject(out))
+            {
+                // output does not exists, add it
+                env().addObject(out, address);
+            }
+            else
+            {
+                if (env().getObjectModule(env().getObjectAddress(out)) < 0)
+                {
+                    // output exists but without creator, correct it
+                    env().setObjectModule(env().getObjectAddress(out), address);
+                }
+                else
+                {
+                    // output already fully registered, error
+                    HADRON_ERROR(Definition, "object '" + out
+                                 + "' is already produced by module '"
+                                 + module_[env().getObjectModule(out)].name
+                                 + "' (while pushing module '" + name + "')");
+                }
+                if (getModule(address)->getReference().size() > 0)
+                {
+                    // module has references, dependency should be propagated
+                    // to children modules; find module with `out` as an input
+                    // and add references to their input
+                    auto pred = [this, out](const ModuleInfo &n)
+                    {
+                        auto &in = n.input;
+                        auto it  = std::find(in.begin(), in.end(), 
+                                             env().getObjectAddress(out));
+                        
+                        return (it != in.end());
+                    };
+                    auto it = std::find_if(module_.begin(), module_.end(), pred);
+                    while (it != module_.end())
+                    {
+                        for (auto &ref: getModule(address)->getReference())
+                        {
+                            it->input.push_back(env().getObjectAddress(ref));
+                        }
+                        it = std::find_if(++it, module_.end(), pred);
+                    }   
+                }
+            }
+        }
+        graphOutdated_         = true;
+        memoryProfileOutdated_ = true;
+    }
+    else
+    {
+        HADRON_ERROR(Definition, "module '" + name + "' already exists");
+    }
+}
+
+unsigned int VirtualMachine::getNModule(void) const
+{
+    return module_.size();
+}
+
+void VirtualMachine::createModule(const std::string name, const std::string type,
+                                  XmlReader &reader)
+{
+    auto &factory = ModuleFactory::getInstance();
+    auto pt       = factory.create(type, name);
+    
+    pt->parseParameters(reader, "options");
+    pushModule(pt);
+}
+
+ModuleBase * VirtualMachine::getModule(const unsigned int address) const
+{
+    if (hasModule(address))
+    {
+        return module_[address].data.get();
+    }
+    else
+    {
+        HADRON_ERROR(Definition, "no module with address " + std::to_string(address));
+    }
+}
+
+ModuleBase * VirtualMachine::getModule(const std::string name) const
+{
+    return getModule(getModuleAddress(name));
+}
+
+unsigned int VirtualMachine::getModuleAddress(const std::string name) const
+{
+    if (hasModule(name))
+    {
+        return moduleAddress_.at(name);
+    }
+    else
+    {
+        HADRON_ERROR(Definition, "no module with name '" + name + "'");
+    }
+}
+
+std::string VirtualMachine::getModuleName(const unsigned int address) const
+{
+    if (hasModule(address))
+    {
+        return module_[address].name;
+    }
+    else
+    {
+        HADRON_ERROR(Definition, "no module with address " + std::to_string(address));
+    }
+}
+
+std::string VirtualMachine::getModuleType(const unsigned int address) const
+{
+    if (hasModule(address))
+    {
+        return typeName(module_[address].type);
+    }
+    else
+    {
+        HADRON_ERROR(Definition, "no module with address " + std::to_string(address));
+    }
+}
+
+std::string VirtualMachine::getModuleType(const std::string name) const
+{
+    return getModuleType(getModuleAddress(name));
+}
+
+std::string VirtualMachine::getModuleNamespace(const unsigned int address) const
+{
+    std::string type = getModuleType(address), ns;
+    
+    auto pos2 = type.rfind("::");
+    auto pos1 = type.rfind("::", pos2 - 2);
+    
+    return type.substr(pos1 + 2, pos2 - pos1 - 2);
+}
+
+std::string VirtualMachine::getModuleNamespace(const std::string name) const
+{
+    return getModuleNamespace(getModuleAddress(name));
+}
+
+bool VirtualMachine::hasModule(const unsigned int address) const
+{
+    return (address < module_.size());
+}
+
+bool VirtualMachine::hasModule(const std::string name) const
+{
+    return (moduleAddress_.find(name) != moduleAddress_.end());
+}
+
+// print VM content ////////////////////////////////////////////////////////////
+void VirtualMachine::printContent(void) const
+{
+    LOG(Debug) << "Modules: " << std::endl;
+    for (unsigned int i = 0; i < module_.size(); ++i)
+    {
+        LOG(Debug) << std::setw(4) << i << ": "
+                   << getModuleName(i) << std::endl;
+    }
+}
+
+// module graph ////////////////////////////////////////////////////////////////
+Graph<unsigned int> VirtualMachine::getModuleGraph(void)
+{
+    if (graphOutdated_)
+    {
+        makeModuleGraph();
+        graphOutdated_ = false;
+    }
+
+    return graph_;
+}
+
+void VirtualMachine::makeModuleGraph(void)
+{
+    Graph<unsigned int> graph;
+    
+    // create vertices
+    for (unsigned int m = 0; m < module_.size(); ++m)
+    {
+        graph.addVertex(m);
+    }
+    // create edges
+    for (unsigned int m = 0; m < module_.size(); ++m)
+    {
+        for (auto &in: module_[m].input)
+        {
+            graph.addEdge(env().getObjectModule(in), m);
+        }
+    }
+    graph_ = graph;
+}
+
+// memory profile //////////////////////////////////////////////////////////////
+const VirtualMachine::MemoryProfile & VirtualMachine::getMemoryProfile(void)
+{
+    if (memoryProfileOutdated_)
+    {
+        makeMemoryProfile();
+        memoryProfileOutdated_ = false;
+    }
+
+    return profile_;
+}
+
+void VirtualMachine::makeMemoryProfile(void)
+{
+    bool protect = env().objectsProtected();
+    bool hmsg    = HadronsLogMessage.isActive();
+    bool gmsg    = GridLogMessage.isActive();
+    bool err     = HadronsLogError.isActive();
+    auto program = getModuleGraph().topoSort();
+
+    resetProfile();
+    profile_.module.resize(getNModule());
+    env().protectObjects(false);
+    GridLogMessage.Active(false);
+    HadronsLogMessage.Active(false);
+    HadronsLogError.Active(false);
+    for (auto it = program.rbegin(); it != program.rend(); ++it) 
+    {
+        auto a = *it;
+
+        if (profile_.module[a].empty())
+        {
+            LOG(Debug) << "Profiling memory for module '" << module_[a].name
+                       << "' (" << a << ")..." << std::endl;
+            memoryProfile(a);
+            env().freeAll();
+        }
+    }
+    env().protectObjects(protect);
+    GridLogMessage.Active(gmsg);
+    HadronsLogMessage.Active(hmsg);
+    HadronsLogError.Active(err);
+    LOG(Debug) << "Memory profile:" << std::endl;
+    LOG(Debug) << "----------------" << std::endl;
+    for (unsigned int a = 0; a < profile_.module.size(); ++a)
+    {
+        LOG(Debug) << getModuleName(a) << " (" << a << ")" << std::endl;
+        for (auto &o: profile_.module[a])
+        {
+            LOG(Debug) << "|__ " << env().getObjectName(o.first) << " ("
+                       << sizeString(o.second) << ")" << std::endl;
+        }
+        LOG(Debug) << std::endl;
+    }
+    LOG(Debug) << "----------------" << std::endl;
+}
+
+void VirtualMachine::resetProfile(void)
+{
+    profile_.module.clear();
+    profile_.object.clear();
+}
+
+void VirtualMachine::resizeProfile(void)
+{
+    if (env().getMaxAddress() > profile_.object.size())
+    {
+        MemoryPrint empty;
+
+        empty.size   = 0;
+        empty.module = -1;
+        profile_.object.resize(env().getMaxAddress(), empty);
+    }
+}
+
+void VirtualMachine::updateProfile(const unsigned int address)
+{
+    resizeProfile();
+    for (unsigned int a = 0; a < env().getMaxAddress(); ++a)
+    {
+        if (env().hasCreatedObject(a) and (profile_.object[a].module == -1))
+        {
+            profile_.object[a].size     = env().getObjectSize(a);
+            profile_.object[a].storage  = env().getObjectStorage(a);
+            profile_.object[a].module   = address;
+            profile_.module[address][a] = profile_.object[a].size;
+            if (env().getObjectModule(a) < 0)
+            {
+                env().setObjectModule(a, address);
+            }
+        }
+    }
+}
+
+void VirtualMachine::cleanEnvironment(void)
+{
+    resizeProfile();
+    for (unsigned int a = 0; a < env().getMaxAddress(); ++a)
+    {
+        if (env().hasCreatedObject(a) and (profile_.object[a].module == -1))
+        {
+            env().freeObject(a);
+        }
+    }
+}
+
+void VirtualMachine::memoryProfile(const unsigned int address)
+{
+    auto m = getModule(address);
+
+    LOG(Debug) << "Setting up module '" << m->getName() 
+               << "' (" << address << ")..." << std::endl;
+    try
+    {
+        m->setup();
+        updateProfile(address);
+    }
+    catch (Exceptions::Definition &)
+    {
+        cleanEnvironment();
+        for (auto &in: m->getInput())
+        {
+            memoryProfile(env().getObjectModule(in));
+        }
+        for (auto &ref: m->getReference())
+        {
+            memoryProfile(env().getObjectModule(ref));
+        }
+        m->setup();
+        updateProfile(address);
+    }
+}
+
+void VirtualMachine::memoryProfile(const std::string name)
+{
+    memoryProfile(getModuleAddress(name));
+}
+
+// garbage collector ///////////////////////////////////////////////////////////
+VirtualMachine::GarbageSchedule 
+VirtualMachine::makeGarbageSchedule(const Program &p) const
+{
+    GarbageSchedule freeProg;
+    
+    freeProg.resize(p.size());
+    for (unsigned int a = 0; a < env().getMaxAddress(); ++a)
+    {
+        if (env().getObjectStorage(a) == Environment::Storage::temporary)
+        {
+            auto it = std::find(p.begin(), p.end(), env().getObjectModule(a));
+
+            if (it != p.end())
+            {
+                freeProg[std::distance(p.begin(), it)].insert(a);
+            }
+        }
+        else if (env().getObjectStorage(a) == Environment::Storage::object)
+        {
+            auto pred = [a, this](const unsigned int b)
+            {
+                auto &in = module_[b].input;
+                auto it  = std::find(in.begin(), in.end(), a);
+                
+                return (it != in.end()) or (b == env().getObjectModule(a));
+            };
+            auto it = std::find_if(p.rbegin(), p.rend(), pred);
+            if (it != p.rend())
+            {
+                freeProg[std::distance(it, p.rend()) - 1].insert(a);
+            }
+        }
+    }
+
+    return freeProg;
+}
+
+// high-water memory function //////////////////////////////////////////////////
+VirtualMachine::Size VirtualMachine::memoryNeeded(const Program &p)
+{
+    const MemoryProfile &profile = getMemoryProfile();
+    GarbageSchedule     freep    = makeGarbageSchedule(p);
+    Size                current = 0, max = 0;
+
+    for (unsigned int i = 0; i < p.size(); ++i)
+    {
+        for (auto &o: profile.module[p[i]])
+        {
+            current += o.second;
+        }
+        max = std::max(current, max);
+        for (auto &o: freep[i])
+        {
+            current -= profile.object[o].size;
+        }
+    }
+
+    return max;
+}
+
+// genetic scheduler ///////////////////////////////////////////////////////////
+VirtualMachine::Program VirtualMachine::schedule(const GeneticPar &par)
+{
+    typedef GeneticScheduler<Size, unsigned int> Scheduler;
+
+    auto graph = getModuleGraph();
+
+    //constrained topological sort using a genetic algorithm
+    LOG(Message) << "Scheduling computation..." << std::endl;
+    LOG(Message) << "               #module= " << graph.size() << std::endl;
+    LOG(Message) << "       population size= " << par.popSize << std::endl;
+    LOG(Message) << "       max. generation= " << par.maxGen << std::endl;
+    LOG(Message) << "  max. cst. generation= " << par.maxCstGen << std::endl;
+    LOG(Message) << "         mutation rate= " << par.mutationRate << std::endl;
+    
+    unsigned int          k = 0, gen, prevPeak, nCstPeak = 0;
+    std::random_device    rd;
+    Scheduler::Parameters gpar;
+    
+    gpar.popSize      = par.popSize;
+    gpar.mutationRate = par.mutationRate;
+    gpar.seed         = rd();
+    CartesianCommunicator::BroadcastWorld(0, &(gpar.seed), sizeof(gpar.seed));
+    Scheduler::ObjFunc memPeak = [this](const Program &p)->Size
+    {
+        return memoryNeeded(p);
+    };
+    Scheduler scheduler(graph, memPeak, gpar);
+    gen = 0;
+    do
+    {
+        LOG(Debug) << "Generation " << gen << ":" << std::endl;
+        scheduler.nextGeneration();
+        if (gen != 0)
+        {
+            if (prevPeak == scheduler.getMinValue())
+            {
+                nCstPeak++;
+            }
+            else
+            {
+                nCstPeak = 0;
+            }
+        }
+        
+        prevPeak = scheduler.getMinValue();
+        if (gen % 10 == 0)
+        {
+            LOG(Iterative) << "Generation " << gen << ": "
+                           << sizeString(scheduler.getMinValue()) << std::endl;
+        }
+        
+        gen++;
+    } while ((gen < par.maxGen) and (nCstPeak < par.maxCstGen));
+    
+    return scheduler.getMinSchedule();
+}
+
+// general execution ///////////////////////////////////////////////////////////
+#define BIG_SEP "==============="
+#define SEP     "---------------"
+#define MEM_MSG(size) sizeString(size)
+
+void VirtualMachine::executeProgram(const Program &p) const
+{
+    Size            memPeak = 0, sizeBefore, sizeAfter;
+    GarbageSchedule freeProg;
+    
+    // build garbage collection schedule
+    LOG(Debug) << "Building garbage collection schedule..." << std::endl;
+    freeProg = makeGarbageSchedule(p);
+
+    // program execution
+    LOG(Debug) << "Executing program..." << std::endl;
+    for (unsigned int i = 0; i < p.size(); ++i)
+    {
+        // execute module
+        LOG(Message) << SEP << " Measurement step " << i + 1 << "/"
+                     << p.size() << " (module '" << module_[p[i]].name
+                     << "') " << SEP << std::endl;
+        (*module_[p[i]].data)();
+        sizeBefore = env().getTotalSize();
+        // print used memory after execution
+        LOG(Message) << "Allocated objects: " << MEM_MSG(sizeBefore)
+                     << std::endl;
+        if (sizeBefore > memPeak)
+        {
+            memPeak = sizeBefore;
+        }
+        // garbage collection for step i
+        LOG(Message) << "Garbage collection..." << std::endl;
+        for (auto &j: freeProg[i])
+        {
+            env().freeObject(j);
+        }
+        // print used memory after garbage collection if necessary
+        sizeAfter = env().getTotalSize();
+        if (sizeBefore != sizeAfter)
+        {
+            LOG(Message) << "Allocated objects: " << MEM_MSG(sizeAfter)
+                            << std::endl;
+        }
+        else
+        {
+            LOG(Message) << "Nothing to free" << std::endl;
+        }
+    }
+}
+
+void VirtualMachine::executeProgram(const std::vector<std::string> &p) const
+{
+    Program pAddress;
+    
+    for (auto &n: p)
+    {
+        pAddress.push_back(getModuleAddress(n));
+    }
+    executeProgram(pAddress);
+}

extras/Hadrons/VirtualMachine.hpp

@@ -0,0 +1,207 @@
+/*************************************************************************************
+
+Grid physics library, www.github.com/paboyle/Grid 
+
+Source file: extras/Hadrons/VirtualMachine.hpp
+
+Copyright (C) 2015-2018
+
+Author: Antonin Portelli <antonin.portelli@me.com>
+
+This program is free software; you can redistribute it and/or modify
+it under the terms of the GNU General Public License as published by
+the Free Software Foundation; either version 2 of the License, or
+(at your option) any later version.
+
+This program is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+GNU General Public License for more details.
+
+You should have received a copy of the GNU General Public License along
+with this program; if not, write to the Free Software Foundation, Inc.,
+51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+See the full license in the file "LICENSE" in the top level distribution directory
+*************************************************************************************/
+/*  END LEGAL */
+
+#ifndef Hadrons_VirtualMachine_hpp_
+#define Hadrons_VirtualMachine_hpp_
+
+#include <Grid/Hadrons/Global.hpp>
+#include <Grid/Hadrons/Graph.hpp>
+#include <Grid/Hadrons/Environment.hpp>
+
+BEGIN_HADRONS_NAMESPACE
+
+#define DEFINE_VM_ALIAS \
+inline VirtualMachine & vm(void) const\
+{\
+    return VirtualMachine::getInstance();\
+}
+
+/******************************************************************************
+ *                   Virtual machine for module execution                     *
+ ******************************************************************************/
+// forward declaration of Module
+class ModuleBase;
+
+class VirtualMachine
+{
+    SINGLETON_DEFCTOR(VirtualMachine);
+public:
+    typedef SITE_SIZE_TYPE                      Size;
+    typedef std::unique_ptr<ModuleBase>         ModPt;
+    typedef std::vector<std::set<unsigned int>> GarbageSchedule;
+    typedef std::vector<unsigned int>           Program;
+    struct MemoryPrint
+    {
+        Size                 size;
+        Environment::Storage storage;
+        int                  module;
+    };
+    struct MemoryProfile
+    {
+        std::vector<std::map<unsigned int, Size>> module;
+        std::vector<MemoryPrint>                  object;
+    };
+    class GeneticPar: Serializable
+    {
+    public:
+        GeneticPar(void):
+            popSize{20}, maxGen{1000}, maxCstGen{100}, mutationRate{.1} {};
+    public:
+        GRID_SERIALIZABLE_CLASS_MEMBERS(GeneticPar,
+                                        unsigned int, popSize,
+                                        unsigned int, maxGen,
+                                        unsigned int, maxCstGen,
+                                        double      , mutationRate);
+    };
+private:
+    struct ModuleInfo
+    {
+        const std::type_info      *type{nullptr};
+        std::string               name;
+        ModPt                     data{nullptr};
+        std::vector<unsigned int> input;
+        size_t                    maxAllocated;
+    };
+public:
+    // trajectory counter
+    void                setTrajectory(const unsigned int traj);
+    unsigned int        getTrajectory(void) const;
+    // module management
+    void                pushModule(ModPt &pt);
+    template <typename M>
+    void                createModule(const std::string name);
+    template <typename M>
+    void                createModule(const std::string name,
+                                         const typename M::Par &par);
+    void                createModule(const std::string name,
+                                         const std::string type,
+                                         XmlReader &reader);
+    unsigned int        getNModule(void) const;
+    ModuleBase *        getModule(const unsigned int address) const;
+    ModuleBase *        getModule(const std::string name) const;
+    template <typename M>
+    M *                 getModule(const unsigned int address) const;
+    template <typename M>
+    M *                 getModule(const std::string name) const;
+    unsigned int        getModuleAddress(const std::string name) const;
+    std::string         getModuleName(const unsigned int address) const;
+    std::string         getModuleType(const unsigned int address) const;
+    std::string         getModuleType(const std::string name) const;
+    std::string         getModuleNamespace(const unsigned int address) const;
+    std::string         getModuleNamespace(const std::string name) const;
+    bool                hasModule(const unsigned int address) const;
+    bool                hasModule(const std::string name) const;
+    // print VM content
+    void                printContent(void) const;
+    // module graph (could be a const reference if topoSort was const)
+    Graph<unsigned int> getModuleGraph(void);
+    // memory profile
+    const MemoryProfile &getMemoryProfile(void);
+    // garbage collector
+    GarbageSchedule     makeGarbageSchedule(const Program &p) const;
+    // high-water memory function
+    Size                memoryNeeded(const Program &p);
+    // genetic scheduler
+    Program             schedule(const GeneticPar &par);
+    // general execution
+    void                executeProgram(const Program &p) const;
+    void                executeProgram(const std::vector<std::string> &p) const;
+private:
+    // environment shortcut
+    DEFINE_ENV_ALIAS;
+    // module graph
+    void makeModuleGraph(void);
+    // memory profile
+    void makeMemoryProfile(void);
+    void resetProfile(void);
+    void resizeProfile(void);
+    void updateProfile(const unsigned int address);
+    void cleanEnvironment(void);
+    void memoryProfile(const std::string name);
+    void memoryProfile(const unsigned int address);
+private:
+    // general
+    unsigned int                        traj_;
+    // module and related maps
+    std::vector<ModuleInfo>             module_;
+    std::map<std::string, unsigned int> moduleAddress_;
+    std::string                         currentModule_{""};
+    // module graph
+    bool                                graphOutdated_{true};
+    Graph<unsigned int>                 graph_;
+    // memory profile
+    bool                                memoryProfileOutdated_{true};
+    MemoryProfile                       profile_;
+};
+
+/******************************************************************************
+ *                   VirtualMachine template implementation                   *
+ ******************************************************************************/
+// module management ///////////////////////////////////////////////////////////
+template <typename M>
+void VirtualMachine::createModule(const std::string name)
+{
+    ModPt pt(new M(name));
+    
+    pushModule(pt);
+}
+
+template <typename M>
+void VirtualMachine::createModule(const std::string name,
+                               const typename M::Par &par)
+{
+    ModPt pt(new M(name));
+    
+    static_cast<M *>(pt.get())->setPar(par);
+    pushModule(pt);
+}
+
+template <typename M>
+M * VirtualMachine::getModule(const unsigned int address) const
+{
+    if (auto *pt = dynamic_cast<M *>(getModule(address)))
+    {
+        return pt;
+    }
+    else
+    {
+        HADRON_ERROR(Definition, "module '" + module_[address].name
+                     + "' does not have type " + typeid(M).name()
+                     + "(has type: " + getModuleType(address) + ")");
+    }
+}
+
+template <typename M>
+M * VirtualMachine::getModule(const std::string name) const
+{
+    return getModule<M>(getModuleAddress(name));
+}
+
+END_HADRONS_NAMESPACE
+
+#endif // Hadrons_VirtualMachine_hpp_

extras/Hadrons/modules.inc

@@ -1,38 +1,53 @@
 modules_cc =\
-  Modules/MContraction/WeakHamiltonianEye.cc \
-  Modules/MContraction/WeakHamiltonianNonEye.cc \
-  Modules/MContraction/WeakNeutral4ptDisc.cc \
-  Modules/MGauge/Load.cc \
-  Modules/MGauge/Random.cc \
-  Modules/MGauge/StochEm.cc \
-  Modules/MGauge/Unit.cc \
   Modules/MScalar/ChargedProp.cc \
-  Modules/MScalar/FreeProp.cc
+  Modules/MScalar/FreeProp.cc \
+  Modules/MContraction/WeakHamiltonianEye.cc \
+  Modules/MContraction/WeakNeutral4ptDisc.cc \
+  Modules/MContraction/WeakHamiltonianNonEye.cc \
+  Modules/MGauge/Unit.cc \
+  Modules/MGauge/StochEm.cc \
+  Modules/MGauge/Random.cc \
+  Modules/MGauge/FundtoHirep.cc \
+  Modules/MScalar/FreeProp.cc \
+  Modules/MScalar/ChargedProp.cc \
+  Modules/MIO/LoadNersc.cc
 
 modules_hpp =\
-  Modules/MAction/DWF.hpp \
-  Modules/MAction/Wilson.hpp \
   Modules/MContraction/Baryon.hpp \
-  Modules/MContraction/DiscLoop.hpp \
-  Modules/MContraction/Gamma3pt.hpp \
   Modules/MContraction/Meson.hpp \
   Modules/MContraction/WeakHamiltonian.hpp \
-  Modules/MContraction/WeakHamiltonianEye.hpp \
   Modules/MContraction/WeakHamiltonianNonEye.hpp \
+  Modules/MContraction/DiscLoop.hpp \
   Modules/MContraction/WeakNeutral4ptDisc.hpp \
+  Modules/MContraction/Gamma3pt.hpp \
+  Modules/MContraction/WardIdentity.hpp \
+  Modules/MContraction/WeakHamiltonianEye.hpp \
   Modules/MFermion/GaugeProp.hpp \
-  Modules/MGauge/Load.hpp \
-  Modules/MGauge/Random.hpp \
-  Modules/MGauge/StochEm.hpp \
-  Modules/MGauge/Unit.hpp \
-  Modules/MLoop/NoiseLoop.hpp \
-  Modules/MScalar/ChargedProp.hpp \
-  Modules/MScalar/FreeProp.hpp \
-  Modules/MScalar/Scalar.hpp \
+  Modules/MSource/SeqGamma.hpp \
+  Modules/MSource/Point.hpp \
+  Modules/MSource/Wall.hpp \
+  Modules/MSource/Z2.hpp \
+  Modules/MSource/SeqConserved.hpp \
+  Modules/MSink/Smear.hpp \
   Modules/MSink/Point.hpp \
   Modules/MSolver/RBPrecCG.hpp \
-  Modules/MSource/Point.hpp \
-  Modules/MSource/SeqGamma.hpp \
-  Modules/MSource/Wall.hpp \
-  Modules/MSource/Z2.hpp
+  Modules/MGauge/Unit.hpp \
+  Modules/MGauge/Random.hpp \
+  Modules/MGauge/StochEm.hpp \
+  Modules/MGauge/FundtoHirep.hpp \
+  Modules/MUtilities/TestSeqGamma.hpp \
+  Modules/MUtilities/TestSeqConserved.hpp \
+  Modules/MLoop/NoiseLoop.hpp \
+  Modules/MScalar/FreeProp.hpp \
+  Modules/MScalar/Scalar.hpp \
+  Modules/MScalar/ChargedProp.hpp \
+  Modules/MAction/DWF.hpp \
+  Modules/MAction/Wilson.hpp \
+  Modules/MAction/WilsonClover.hpp \
+  Modules/MScalarSUN/Div.hpp \
+  Modules/MScalarSUN/TrMag.hpp \
+  Modules/MScalarSUN/TwoPoint.hpp \
+  Modules/MScalarSUN/TrPhi.hpp \
+  Modules/MIO/LoadNersc.hpp \
+  Modules/MIO/LoadBinary.hpp
 

lib/Makefile.am

@@ -1,28 +1,18 @@
 extra_sources=
 extra_headers=
-if BUILD_COMMS_MPI
-  extra_sources+=communicator/Communicator_mpi.cc
-  extra_sources+=communicator/Communicator_base.cc
-endif
 
 if BUILD_COMMS_MPI3
   extra_sources+=communicator/Communicator_mpi3.cc
   extra_sources+=communicator/Communicator_base.cc
-endif
-
-if BUILD_COMMS_MPIT
-  extra_sources+=communicator/Communicator_mpit.cc
-  extra_sources+=communicator/Communicator_base.cc
-endif
-
-if BUILD_COMMS_SHMEM
-  extra_sources+=communicator/Communicator_shmem.cc
-  extra_sources+=communicator/Communicator_base.cc
+  extra_sources+=communicator/SharedMemoryMPI.cc
+  extra_sources+=communicator/SharedMemory.cc
 endif
 
 if BUILD_COMMS_NONE
   extra_sources+=communicator/Communicator_none.cc
   extra_sources+=communicator/Communicator_base.cc
+  extra_sources+=communicator/SharedMemoryNone.cc
+  extra_sources+=communicator/SharedMemory.cc
 endif
 
 if BUILD_HDF5

lib/algorithms/Algorithms.h

@@ -1,6 +1,6 @@
     /*************************************************************************************
 
-    Grid physics library, www.github.com/paboyle/Grid 
+    Grid physics library, www.github.com/paboyle/Grid
 
     Source file: ./lib/Algorithms.h
 
@@ -37,37 +37,25 @@ Author: Peter Boyle <paboyle@ph.ed.ac.uk>
 #include <Grid/algorithms/approx/Chebyshev.h>
 #include <Grid/algorithms/approx/Remez.h>
 #include <Grid/algorithms/approx/MultiShiftFunction.h>
+#include <Grid/algorithms/approx/Forecast.h>
 
+#include <Grid/algorithms/iterative/Deflation.h>
 #include <Grid/algorithms/iterative/ConjugateGradient.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/BlockConjugateGradient.h>
+#include <Grid/algorithms/iterative/ConjugateGradientReliableUpdate.h>
 #include <Grid/algorithms/iterative/ImplicitlyRestartedLanczos.h>
 #include <Grid/algorithms/CoarsenedMatrix.h>
 #include <Grid/algorithms/FFT.h>
 
-// Eigen/lanczos
 // EigCg
-// MCR
 // Pcg
-// Multishift CG
 // Hdcg
 // GCR
 // etc..
 
-// integrator/Leapfrog
-// integrator/Omelyan
-// integrator/ForceGradient
-
-// montecarlo/hmc
-// montecarlo/rhmc
-// montecarlo/metropolis
-// etc...
-
-
 #endif

lib/algorithms/CoarsenedMatrix.h

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

lib/algorithms/FFT.h

@@ -230,6 +230,7 @@ namespace Grid {
       // Barrel shift and collect global pencil
       std::vector<int> lcoor(Nd), gcoor(Nd);
       result = source;
+      int pc = processor_coor[dim];
       for(int p=0;p<processors[dim];p++) {
         PARALLEL_REGION
         {
@@ -240,7 +241,8 @@ namespace Grid {
           for(int idx=0;idx<sgrid->lSites();idx++) {
             sgrid->LocalIndexToLocalCoor(idx,cbuf);
             peekLocalSite(s,result,cbuf);
-            cbuf[dim]+=p*L;
+	    cbuf[dim]+=((pc+p) % processors[dim])*L;
+	    //            cbuf[dim]+=p*L;
             pokeLocalSite(s,pgbuf,cbuf);
           }
         }
@@ -278,7 +280,6 @@ namespace Grid {
       flops+= flops_call*NN;
       
       // writing out result
-      int pc = processor_coor[dim];
       PARALLEL_REGION
       {
         std::vector<int> clbuf(Nd), cgbuf(Nd);

lib/algorithms/LinearOperator.h

@@ -162,15 +162,10 @@ namespace Grid {
 	_Mat.M(in,out);
       }
       void HermOpAndNorm(const Field &in, Field &out,RealD &n1,RealD &n2){
-	ComplexD dot;
-
 	_Mat.M(in,out);
 	
-	dot= innerProduct(in,out);
-	n1=real(dot);
-
-	dot = innerProduct(out,out);
-	n2=real(dot);
+	ComplexD dot= innerProduct(in,out); n1=real(dot);
+	n2=norm2(out);
       }
       void HermOp(const Field &in, Field &out){
 	_Mat.M(in,out);
@@ -188,14 +183,16 @@ namespace Grid {
       virtual  RealD Mpc      (const Field &in, Field &out) =0;
       virtual  RealD MpcDag   (const Field &in, Field &out) =0;
       virtual void MpcDagMpc(const Field &in, Field &out,RealD &ni,RealD &no) {
-	Field tmp(in._grid);
+      Field tmp(in._grid);
+      tmp.checkerboard = in.checkerboard;
 	ni=Mpc(in,tmp);
 	no=MpcDag(tmp,out);
       }
-      void HermOpAndNorm(const Field &in, Field &out,RealD &n1,RealD &n2){
+      virtual void HermOpAndNorm(const Field &in, Field &out,RealD &n1,RealD &n2){
+      out.checkerboard = in.checkerboard;
 	MpcDagMpc(in,out,n1,n2);
       }
-      void HermOp(const Field &in, Field &out){
+      virtual void HermOp(const Field &in, Field &out){
 	RealD n1,n2;
 	HermOpAndNorm(in,out,n1,n2);
       }
@@ -212,7 +209,6 @@ namespace Grid {
       void OpDir  (const Field &in, Field &out,int dir,int disp) {
 	assert(0);
       }
-
     };
     template<class Matrix,class Field>
       class SchurDiagMooeeOperator :  public SchurOperatorBase<Field> {
@@ -221,13 +217,15 @@ namespace Grid {
     public:
       SchurDiagMooeeOperator (Matrix &Mat): _Mat(Mat){};
       virtual  RealD Mpc      (const Field &in, Field &out) {
-	Field tmp(in._grid);
-//	std::cout <<"grid pointers: in._grid="<< in._grid << " out._grid=" << out._grid << "  _Mat.Grid=" << _Mat.Grid() << " _Mat.RedBlackGrid=" << _Mat.RedBlackGrid() << std::endl;
+      Field tmp(in._grid);
+      tmp.checkerboard = !in.checkerboard;
+	//std::cout <<"grid pointers: in._grid="<< in._grid << " out._grid=" << out._grid << "  _Mat.Grid=" << _Mat.Grid() << " _Mat.RedBlackGrid=" << _Mat.RedBlackGrid() << std::endl;
 
 	_Mat.Meooe(in,tmp);
 	_Mat.MooeeInv(tmp,out);
 	_Mat.Meooe(out,tmp);
 
+      //std::cout << "cb in " << in.checkerboard << "  cb out " << out.checkerboard << std::endl;
 	_Mat.Mooee(in,out);
 	return axpy_norm(out,-1.0,tmp,out);
       }
@@ -270,7 +268,6 @@ namespace Grid {
 	return axpy_norm(out,-1.0,tmp,in);
       }
     };
-
     template<class Matrix,class Field>
       class SchurDiagTwoOperator :  public SchurOperatorBase<Field> {
     protected:
@@ -299,6 +296,59 @@ namespace Grid {
 	return axpy_norm(out,-1.0,tmp,in);
       }
     };
+    ///////////////////////////////////////////////////////////////////////////////////////////////////
+    // Left  handed Moo^-1 ; (Moo - Moe Mee^-1 Meo) psi = eta  -->  ( 1 - Moo^-1 Moe Mee^-1 Meo ) psi = Moo^-1 eta
+    // Right handed Moo^-1 ; (Moo - Moe Mee^-1 Meo) Moo^-1 Moo psi = eta  -->  ( 1 - Moe Mee^-1 Meo ) Moo^-1 phi=eta ; psi = Moo^-1 phi
+    ///////////////////////////////////////////////////////////////////////////////////////////////////
+    template<class Matrix,class Field> using SchurDiagOneRH = SchurDiagTwoOperator<Matrix,Field> ;
+    template<class Matrix,class Field> using SchurDiagOneLH = SchurDiagOneOperator<Matrix,Field> ;
+    ///////////////////////////////////////////////////////////////////////////////////////////////////
+    //  Staggered use
+    ///////////////////////////////////////////////////////////////////////////////////////////////////
+    template<class Matrix,class Field>
+      class SchurStaggeredOperator :  public SchurOperatorBase<Field> {
+    protected:
+      Matrix &_Mat;
+    public:
+      SchurStaggeredOperator (Matrix &Mat): _Mat(Mat){};
+      virtual void HermOpAndNorm(const Field &in, Field &out,RealD &n1,RealD &n2){
+	GridLogIterative.TimingMode(1);
+	std::cout << GridLogIterative << " HermOpAndNorm "<<std::endl;
+	n2 = Mpc(in,out);
+	std::cout << GridLogIterative << " HermOpAndNorm.Mpc "<<std::endl;
+	ComplexD dot= innerProduct(in,out);
+	std::cout << GridLogIterative << " HermOpAndNorm.innerProduct "<<std::endl;
+	n1 = real(dot);
+      }
+      virtual void HermOp(const Field &in, Field &out){
+	std::cout << GridLogIterative << " HermOp "<<std::endl;
+	Mpc(in,out);
+      }
+      virtual  RealD Mpc      (const Field &in, Field &out) {
+	Field tmp(in._grid);
+	Field tmp2(in._grid);
+
+	std::cout << GridLogIterative << " HermOp.Mpc "<<std::endl;
+	_Mat.Mooee(in,out);
+	_Mat.Mooee(out,tmp);
+	std::cout << GridLogIterative << " HermOp.MooeeMooee "<<std::endl;
+
+	_Mat.Meooe(in,out);
+	_Mat.Meooe(out,tmp2);
+	std::cout << GridLogIterative << " HermOp.MeooeMeooe "<<std::endl;
+
+	RealD nn=axpy_norm(out,-1.0,tmp2,tmp);
+	std::cout << GridLogIterative << " HermOp.axpy_norm "<<std::endl;
+	return nn;
+      }
+      virtual  RealD MpcDag   (const Field &in, Field &out){
+	return Mpc(in,out);
+      }
+      virtual void MpcDagMpc(const Field &in, Field &out,RealD &ni,RealD &no) {
+	assert(0);// Never need with staggered
+      }
+    };
+    template<class Matrix,class Field> using SchurStagOperator = SchurStaggeredOperator<Matrix,Field>;
 
 
     /////////////////////////////////////////////////////////////
@@ -314,6 +364,14 @@ namespace Grid {
       virtual void operator() (const Field &in, Field &out) = 0;
     };
 
+    template<class Field> class IdentityLinearFunction : public LinearFunction<Field> {
+    public:
+      void operator() (const Field &in, Field &out){
+	out = in;
+      };
+    };
+
+
     /////////////////////////////////////////////////////////////
     // Base classes for Multishift solvers for operators
     /////////////////////////////////////////////////////////////
@@ -336,6 +394,64 @@ namespace Grid {
      };
     */
 
+  ////////////////////////////////////////////////////////////////////////////////////////////
+  // Hermitian operator Linear function and operator function
+  ////////////////////////////////////////////////////////////////////////////////////////////
+    template<class Field>
+      class HermOpOperatorFunction : public OperatorFunction<Field> {
+      void operator() (LinearOperatorBase<Field> &Linop, const Field &in, Field &out) {
+	Linop.HermOp(in,out);
+      };
+    };
+
+    template<typename Field>
+      class PlainHermOp : public LinearFunction<Field> {
+    public:
+      LinearOperatorBase<Field> &_Linop;
+      
+      PlainHermOp(LinearOperatorBase<Field>& linop) : _Linop(linop) 
+      {}
+      
+      void operator()(const Field& in, Field& out) {
+	_Linop.HermOp(in,out);
+      }
+    };
+
+    template<typename Field>
+    class FunctionHermOp : public LinearFunction<Field> {
+    public:
+      OperatorFunction<Field>   & _poly;
+      LinearOperatorBase<Field> &_Linop;
+      
+      FunctionHermOp(OperatorFunction<Field> & poly,LinearOperatorBase<Field>& linop) 
+	: _poly(poly), _Linop(linop) {};
+      
+      void operator()(const Field& in, Field& out) {
+	_poly(_Linop,in,out);
+      }
+    };
+
+  template<class Field>
+  class Polynomial : public OperatorFunction<Field> {
+  private:
+    std::vector<RealD> Coeffs;
+  public:
+    Polynomial(std::vector<RealD> &_Coeffs) : Coeffs(_Coeffs) { };
+
+    // Implement the required interface
+    void operator() (LinearOperatorBase<Field> &Linop, const Field &in, Field &out) {
+
+      Field AtoN(in._grid);
+      Field Mtmp(in._grid);
+      AtoN = in;
+      out = AtoN*Coeffs[0];
+      for(int n=1;n<Coeffs.size();n++){
+	Mtmp = AtoN;
+	Linop.HermOp(Mtmp,AtoN);
+	out=out+AtoN*Coeffs[n];
+      }
+    };
+  };
 
 }
 

lib/algorithms/approx/Chebyshev.h

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

lib/algorithms/approx/Forecast.h

@@ -0,0 +1,152 @@
+/*************************************************************************************
+
+Grid physics library, www.github.com/paboyle/Grid
+
+Source file: ./lib/algorithms/approx/Forecast.h
+
+Copyright (C) 2015
+
+Author: Peter Boyle <paboyle@ph.ed.ac.uk>
+Author: paboyle <paboyle@ph.ed.ac.uk>
+Author: David Murphy <dmurphy@phys.columbia.edu>
+
+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 INCLUDED_FORECAST_H
+#define INCLUDED_FORECAST_H
+
+namespace Grid {
+
+  // Abstract base class.
+  // Takes a matrix (Mat), a source (phi), and a vector of Fields (chi)
+  // and returns a forecasted solution to the system D*psi = phi (psi).
+  template<class Matrix, class Field>
+  class Forecast
+  {
+    public:
+      virtual Field operator()(Matrix &Mat, const Field& phi, const std::vector<Field>& chi) = 0;
+  };
+
+  // Implementation of Brower et al.'s chronological inverter (arXiv:hep-lat/9509012),
+  // used to forecast solutions across poles of the EOFA heatbath.
+  //
+  // Modified from CPS (cps_pp/src/util/dirac_op/d_op_base/comsrc/minresext.C)
+  template<class Matrix, class Field>
+  class ChronoForecast : public Forecast<Matrix,Field>
+  {
+    public:
+      Field operator()(Matrix &Mat, const Field& phi, const std::vector<Field>& prev_solns)
+      {
+        int degree = prev_solns.size();
+        Field chi(phi); // forecasted solution
+
+        // Trivial cases
+        if(degree == 0){ chi = zero; return chi; }
+        else if(degree == 1){ return prev_solns[0]; }
+
+        RealD dot;
+        ComplexD xp;
+        Field r(phi); // residual
+        Field Mv(phi);
+        std::vector<Field> v(prev_solns); // orthonormalized previous solutions
+        std::vector<Field> MdagMv(degree,phi);
+
+        // Array to hold the matrix elements
+        std::vector<std::vector<ComplexD>> G(degree, std::vector<ComplexD>(degree));
+
+        // Solution and source vectors
+        std::vector<ComplexD> a(degree);
+        std::vector<ComplexD> b(degree);
+
+        // Orthonormalize the vector basis
+        for(int i=0; i<degree; i++){
+          v[i] *= 1.0/std::sqrt(norm2(v[i]));
+          for(int j=i+1; j<degree; j++){ v[j] -= innerProduct(v[i],v[j]) * v[i]; }
+        }
+
+        // Perform sparse matrix multiplication and construct rhs
+        for(int i=0; i<degree; i++){
+          b[i] = innerProduct(v[i],phi);
+          Mat.M(v[i],Mv);
+          Mat.Mdag(Mv,MdagMv[i]);
+          G[i][i] = innerProduct(v[i],MdagMv[i]);
+        }
+
+        // Construct the matrix
+        for(int j=0; j<degree; j++){
+        for(int k=j+1; k<degree; k++){
+          G[j][k] = innerProduct(v[j],MdagMv[k]);
+          G[k][j] = std::conj(G[j][k]);
+        }}
+
+        // Gauss-Jordan elimination with partial pivoting
+        for(int i=0; i<degree; i++){
+
+          // Perform partial pivoting
+          int k = i;
+          for(int j=i+1; j<degree; j++){ if(std::abs(G[j][j]) > std::abs(G[k][k])){ k = j; } }
+          if(k != i){
+            xp = b[k];
+            b[k] = b[i];
+            b[i] = xp;
+            for(int j=0; j<degree; j++){
+              xp = G[k][j];
+              G[k][j] = G[i][j];
+              G[i][j] = xp;
+            }
+          }
+
+          // Convert matrix to upper triangular form
+          for(int j=i+1; j<degree; j++){
+            xp = G[j][i]/G[i][i];
+            b[j] -= xp * b[i];
+            for(int k=0; k<degree; k++){ G[j][k] -= xp*G[i][k]; }
+          }
+        }
+
+        // Use Gaussian elimination to solve equations and calculate initial guess
+        chi = zero;
+        r = phi;
+        for(int i=degree-1; i>=0; i--){
+          a[i] = 0.0;
+          for(int j=i+1; j<degree; j++){ a[i] += G[i][j] * a[j]; }
+          a[i] = (b[i]-a[i])/G[i][i];
+          chi += a[i]*v[i];
+          r -= a[i]*MdagMv[i];
+        }
+
+        RealD true_r(0.0);
+        ComplexD tmp;
+        for(int i=0; i<degree; i++){
+          tmp = -b[i];
+          for(int j=0; j<degree; j++){ tmp += G[i][j]*a[j]; }
+          tmp = std::conj(tmp)*tmp;
+          true_r += std::sqrt(tmp.real());
+        }
+
+        RealD error = std::sqrt(norm2(r)/norm2(phi));
+        std::cout << GridLogMessage << "ChronoForecast: |res|/|src| = " << error << std::endl;
+
+        return chi;
+      };
+  };
+
+}
+
+#endif

lib/algorithms/iterative/BlockConjugateGradient.h

@@ -87,15 +87,22 @@ void ThinQRfact (Eigen::MatrixXcd &m_rr,
   ////////////////////////////////////////////////////////////////////////////////////////////////////
   sliceInnerProductMatrix(m_rr,R,R,Orthog);
 
-  ////////////////////////////////////////////////////////////////////////////////////////////////////
-  // Cholesky from Eigen
-  // There exists a ldlt that is documented as more stable
-  ////////////////////////////////////////////////////////////////////////////////////////////////////
-  Eigen::MatrixXcd L    = m_rr.llt().matrixL(); 
+  // Force manifest hermitian to avoid rounding related
+  m_rr = 0.5*(m_rr+m_rr.adjoint());
 
+#if 0
+  std::cout << " Calling Cholesky  ldlt on m_rr "  << m_rr <<std::endl;
+  Eigen::MatrixXcd L_ldlt = m_rr.ldlt().matrixL(); 
+  std::cout << " Called Cholesky  ldlt on m_rr "  << L_ldlt <<std::endl;
+  auto  D_ldlt = m_rr.ldlt().vectorD(); 
+  std::cout << " Called Cholesky  ldlt on m_rr "  << D_ldlt <<std::endl;
+#endif
+
+  //  std::cout << " Calling Cholesky  llt on m_rr "  <<std::endl;
+  Eigen::MatrixXcd L    = m_rr.llt().matrixL(); 
+  //  std::cout << " Called Cholesky  llt on m_rr "  << L <<std::endl;
   C    = L.adjoint();
   Cinv = C.inverse();
-
   ////////////////////////////////////////////////////////////////////////////////////////////////////
   // Q = R C^{-1}
   //
@@ -103,7 +110,6 @@ void ThinQRfact (Eigen::MatrixXcd &m_rr,
   //
   // NB maddMatrix conventions are Right multiplication X[j] a[j,i] already
   ////////////////////////////////////////////////////////////////////////////////////////////////////
-  // FIXME:: make a sliceMulMatrix to avoid zero vector
   sliceMulMatrix(Q,Cinv,R,Orthog);
 }
 ////////////////////////////////////////////////////////////////////////////////////////////////////

lib/algorithms/iterative/ConjugateGradient.h

@@ -52,8 +52,8 @@ class ConjugateGradient : public OperatorFunction<Field> {
         MaxIterations(maxit),
         ErrorOnNoConverge(err_on_no_conv){};
 
-  void operator()(LinearOperatorBase<Field> &Linop, const Field &src,
-                  Field &psi) {
+  void operator()(LinearOperatorBase<Field> &Linop, const Field &src, Field &psi) {
+
     psi.checkerboard = src.checkerboard;
     conformable(psi, src);
 
@@ -78,12 +78,12 @@ class ConjugateGradient : public OperatorFunction<Field> {
     cp = a;
     ssq = norm2(src);
 
-    std::cout << GridLogIterative << std::setprecision(4) << "ConjugateGradient: guess " << guess << std::endl;
-    std::cout << GridLogIterative << std::setprecision(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(8) << "ConjugateGradient: guess " << guess << std::endl;
+    std::cout << GridLogIterative << std::setprecision(8) << "ConjugateGradient:   src " << ssq << std::endl;
+    std::cout << GridLogIterative << std::setprecision(8) << "ConjugateGradient:    mp " << d << std::endl;
+    std::cout << GridLogIterative << std::setprecision(8) << "ConjugateGradient:   mmp " << b << std::endl;
+    std::cout << GridLogIterative << std::setprecision(8) << "ConjugateGradient:  cp,r " << cp << std::endl;
+    std::cout << GridLogIterative << std::setprecision(8) << "ConjugateGradient:     p " << a << std::endl;
 
     RealD rsq = Tolerance * Tolerance * ssq;
 
@@ -92,7 +92,7 @@ class ConjugateGradient : public OperatorFunction<Field> {
       return;
     }
 
-    std::cout << GridLogIterative << std::setprecision(4)
+    std::cout << GridLogIterative << std::setprecision(8)
               << "ConjugateGradient: k=0 residual " << cp << " target " << rsq << std::endl;
 
     GridStopWatch LinalgTimer;

lib/algorithms/iterative/ConjugateGradientReliableUpdate.h

@@ -0,0 +1,256 @@
+    /*************************************************************************************
+
+    Grid physics library, www.github.com/paboyle/Grid 
+
+    Source file: ./lib/algorithms/iterative/ConjugateGradientReliableUpdate.h
+
+    Copyright (C) 2015
+
+Author: Christopher Kelly <ckelly@phys.columbia.edu>
+
+    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_RELIABLE_UPDATE_H
+#define GRID_CONJUGATE_GRADIENT_RELIABLE_UPDATE_H
+
+namespace Grid {
+
+  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 ConjugateGradientReliableUpdate : public LinearFunction<FieldD> {
+  public:
+    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
+    Integer ReliableUpdatesPerformed;
+
+    bool DoFinalCleanup; //Final DP cleanup, defaults to true
+    Integer IterationsToCleanup; //Final DP cleanup step iterations
+    
+    LinearOperatorBase<FieldF> &Linop_f;
+    LinearOperatorBase<FieldD> &Linop_d;
+    GridBase* SinglePrecGrid;
+    RealD Delta; //reliable update parameter
+
+    //Optional ability to switch to a different linear operator once the tolerance reaches a certain point. Useful for single/half -> single/single
+    LinearOperatorBase<FieldF> *Linop_fallback;
+    RealD fallback_transition_tol;
+
+    
+    ConjugateGradientReliableUpdate(RealD tol, Integer maxit, RealD _delta, GridBase* _sp_grid, LinearOperatorBase<FieldF> &_Linop_f, LinearOperatorBase<FieldD> &_Linop_d, bool err_on_no_conv = true)
+      : Tolerance(tol),
+        MaxIterations(maxit),
+	Delta(_delta),
+	Linop_f(_Linop_f),
+	Linop_d(_Linop_d),
+	SinglePrecGrid(_sp_grid),
+        ErrorOnNoConverge(err_on_no_conv),
+	DoFinalCleanup(true),
+	Linop_fallback(NULL)
+    {};
+
+    void setFallbackLinop(LinearOperatorBase<FieldF> &_Linop_fallback, const RealD _fallback_transition_tol){
+      Linop_fallback = &_Linop_fallback;
+      fallback_transition_tol = _fallback_transition_tol;      
+    }
+    
+    void operator()(const FieldD &src, FieldD &psi) {
+      LinearOperatorBase<FieldF> *Linop_f_use = &Linop_f;
+      bool using_fallback = false;
+      
+      psi.checkerboard = src.checkerboard;
+      conformable(psi, src);
+
+      RealD cp, c, a, d, b, ssq, qq, b_pred;
+
+      FieldD p(src);
+      FieldD mmp(src);
+      FieldD r(src);
+
+      // Initial residual computation & set up
+      RealD guess = norm2(psi);
+      assert(std::isnan(guess) == 0);
+    
+      Linop_d.HermOpAndNorm(psi, mmp, d, b);
+    
+      r = src - mmp;
+      p = r;
+
+      a = norm2(p);
+      cp = a;
+      ssq = norm2(src);
+
+      std::cout << GridLogIterative << std::setprecision(4) << "ConjugateGradientReliableUpdate: guess " << guess << std::endl;
+      std::cout << GridLogIterative << std::setprecision(4) << "ConjugateGradientReliableUpdate:   src " << ssq << std::endl;
+      std::cout << GridLogIterative << std::setprecision(4) << "ConjugateGradientReliableUpdate:    mp " << d << std::endl;
+      std::cout << GridLogIterative << std::setprecision(4) << "ConjugateGradientReliableUpdate:   mmp " << b << std::endl;
+      std::cout << GridLogIterative << std::setprecision(4) << "ConjugateGradientReliableUpdate:  cp,r " << cp << std::endl;
+      std::cout << GridLogIterative << std::setprecision(4) << "ConjugateGradientReliableUpdate:     p " << a << std::endl;
+
+      RealD rsq = Tolerance * Tolerance * ssq;
+
+      // Check if guess is really REALLY good :)
+      if (cp <= rsq) {
+	std::cout << GridLogMessage << "ConjugateGradientReliableUpdate guess was REALLY good\n";
+	std::cout << GridLogMessage << "\tComputed residual " << sqrt(cp / ssq)<<std::endl;
+	return;
+      }
+
+      //Single prec initialization
+      FieldF r_f(SinglePrecGrid);
+      r_f.checkerboard = r.checkerboard;
+      precisionChange(r_f, r);
+
+      FieldF psi_f(r_f);
+      psi_f = zero;
+
+      FieldF p_f(r_f);
+      FieldF mmp_f(r_f);
+
+      RealD MaxResidSinceLastRelUp = cp; //initial residual    
+    
+      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 = 0;
+      int l = 0;
+    
+      for (k = 1; k <= MaxIterations; k++) {
+	c = cp;
+
+	MatrixTimer.Start();
+	Linop_f_use->HermOpAndNorm(p_f, mmp_f, d, qq);
+	MatrixTimer.Stop();
+
+	LinalgTimer.Start();
+
+	a = c / d;
+	b_pred = a * (a * qq - d) / c;
+
+	cp = axpy_norm(r_f, -a, mmp_f, r_f);
+	b = cp / c;
+
+	// Fuse these loops ; should be really easy
+	psi_f = a * p_f + psi_f;
+	//p_f = p_f * b + r_f;
+
+	LinalgTimer.Stop();
+
+	std::cout << GridLogIterative << "ConjugateGradientReliableUpdate: Iteration " << k
+		  << " residual " << cp << " target " << rsq << std::endl;
+	std::cout << GridLogDebug << "a = "<< a << " b_pred = "<< b_pred << "  b = "<< b << std::endl;
+	std::cout << GridLogDebug << "qq = "<< qq << " d = "<< d << "  c = "<< c << std::endl;
+
+	if(cp > MaxResidSinceLastRelUp){
+	  std::cout << GridLogIterative << "ConjugateGradientReliableUpdate: updating MaxResidSinceLastRelUp : " << MaxResidSinceLastRelUp << " -> " << cp << std::endl;
+	  MaxResidSinceLastRelUp = cp;
+	}
+	  
+	// Stopping condition
+	if (cp <= rsq) {
+	  //Although not written in the paper, I assume that I have to add on the final solution
+	  precisionChange(mmp, psi_f);
+	  psi = psi + mmp;
+	
+	
+	  SolverTimer.Stop();
+	  Linop_d.HermOpAndNorm(psi, mmp, d, qq);
+	  p = mmp - src;
+
+	  RealD srcnorm = sqrt(norm2(src));
+	  RealD resnorm = sqrt(norm2(p));
+	  RealD true_residual = resnorm / srcnorm;
+
+	  std::cout << GridLogMessage << "ConjugateGradientReliableUpdate Converged on iteration " << k << " after " << l << " reliable updates" << 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;
+
+	  IterationsToComplete = k;	
+	  ReliableUpdatesPerformed = l;
+	  
+	  if(DoFinalCleanup){
+	    //Do a final CG to cleanup
+	    std::cout << GridLogMessage << "ConjugateGradientReliableUpdate performing final cleanup.\n";
+	    ConjugateGradient<FieldD> CG(Tolerance,MaxIterations);
+	    CG.ErrorOnNoConverge = ErrorOnNoConverge;
+	    CG(Linop_d,src,psi);
+	    IterationsToCleanup = CG.IterationsToComplete;
+	  }
+	  else if (ErrorOnNoConverge) assert(true_residual / Tolerance < 10000.0);
+
+	  std::cout << GridLogMessage << "ConjugateGradientReliableUpdate complete.\n";
+	  return;
+	}
+	else if(cp < Delta * MaxResidSinceLastRelUp) { //reliable update
+	  std::cout << GridLogMessage << "ConjugateGradientReliableUpdate "
+		    << cp << "(residual) < " << Delta << "(Delta) * " << MaxResidSinceLastRelUp << "(MaxResidSinceLastRelUp) on iteration " << k << " : performing reliable update\n";
+	  precisionChange(mmp, psi_f);
+	  psi = psi + mmp;
+
+	  Linop_d.HermOpAndNorm(psi, mmp, d, qq);
+	  r = src - mmp;
+
+	  psi_f = zero;
+	  precisionChange(r_f, r);
+	  cp = norm2(r);
+	  MaxResidSinceLastRelUp = cp;
+
+	  b = cp/c;
+	  
+	  std::cout << GridLogMessage << "ConjugateGradientReliableUpdate new residual " << cp << std::endl;
+	  
+	  l = l+1;
+	}
+
+	p_f = p_f * b + r_f; //update search vector after reliable update appears to help convergence
+
+	if(!using_fallback && Linop_fallback != NULL && cp < fallback_transition_tol){
+	  std::cout << GridLogMessage << "ConjugateGradientReliableUpdate switching to fallback linear operator on iteration " << k << " at residual " << cp << std::endl;
+	  Linop_f_use = Linop_fallback;
+	  using_fallback = true;
+	}
+
+	
+      }
+      std::cout << GridLogMessage << "ConjugateGradientReliableUpdate did NOT converge"
+		<< std::endl;
+      
+      if (ErrorOnNoConverge) assert(0);
+      IterationsToComplete = k;
+      ReliableUpdatesPerformed = l;      
+    }    
+  };
+
+
+};
+
+
+
+#endif

lib/algorithms/iterative/Deflation.h

@@ -0,0 +1,101 @@
+    /*************************************************************************************
+
+    Grid physics library, www.github.com/paboyle/Grid 
+
+    Source file: ./lib/algorithms/iterative/ImplicitlyRestartedLanczos.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_DEFLATION_H
+#define GRID_DEFLATION_H
+
+namespace Grid { 
+
+struct ZeroGuesser {
+public:
+  template<class Field> 
+  void operator()(const Field &src,Field &guess) { guess = Zero(); };
+};
+struct SourceGuesser {
+public:
+  template<class Field> 
+  void operator()(const Field &src,Field &guess) { guess = src; };
+};
+
+////////////////////////////////
+// Fine grid deflation
+////////////////////////////////
+template<class Field>
+struct DeflatedGuesser {
+private:
+  const std::vector<Field> &evec;
+  const std::vector<RealD> &eval;
+
+public:
+
+  DeflatedGuesser(const std::vector<Field> & _evec,const std::vector<RealD> & _eval) : evec(_evec), eval(_eval) {};
+
+  void operator()(const Field &src,Field &guess) { 
+    guess = zero;
+    assert(evec.size()==eval.size());
+    auto N = evec.size();
+    for (int i=0;i<N;i++) {
+      const Field& tmp = evec[i];
+      axpy(guess,TensorRemove(innerProduct(tmp,src)) / eval[i],tmp,guess);
+    }
+  }
+};
+
+template<class FineField, class CoarseField>
+class LocalCoherenceDeflatedGuesser {
+private:
+  const std::vector<FineField>   &subspace;
+  const std::vector<CoarseField> &evec_coarse;
+  const std::vector<RealD>       &eval_coarse;
+public:
+  
+  LocalCoherenceDeflatedGuesser(const std::vector<FineField>   &_subspace,
+				const std::vector<CoarseField> &_evec_coarse,
+				const std::vector<RealD>       &_eval_coarse)
+    : subspace(_subspace), 
+      evec_coarse(_evec_coarse), 
+      eval_coarse(_eval_coarse)  
+  {
+  }
+  
+  void operator()(const FineField &src,FineField &guess) { 
+    int N = (int)evec_coarse.size();
+    CoarseField src_coarse(evec_coarse[0]._grid);
+    CoarseField guess_coarse(evec_coarse[0]._grid);    guess_coarse = zero;
+    blockProject(src_coarse,src,subspace);    
+    for (int i=0;i<N;i++) {
+      const CoarseField & tmp = evec_coarse[i];
+      axpy(guess_coarse,TensorRemove(innerProduct(tmp,src_coarse)) / eval_coarse[i],tmp,guess_coarse);
+    }
+    blockPromote(guess_coarse,guess,subspace);
+  };
+};
+
+
+
+}
+#endif

lib/algorithms/iterative/ImplicitlyRestartedLanczos.h

@@ -7,8 +7,9 @@
     Copyright (C) 2015
 
 Author: Peter Boyle <paboyle@ph.ed.ac.uk>
-Author: Chulwoo Jung
-Author: Guido Cossu
+Author: paboyle <paboyle@ph.ed.ac.uk>
+Author: Chulwoo Jung <chulwoo@bnl.gov>
+Author: Christoph Lehner <clehner@bnl.gov>
 
     This program is free software; you can redistribute it and/or modify
     it under the terms of the GNU General Public License as published by
@@ -27,125 +28,277 @@ Author: Guido Cossu
     See the full license in the file "LICENSE" in the top level distribution directory
     *************************************************************************************/
     /*  END LEGAL */
-#ifndef GRID_IRL_H
-#define GRID_IRL_H
+#ifndef GRID_BIRL_H
+#define GRID_BIRL_H
 
 #include <string.h> //memset
+//#include <zlib.h>
+#include <sys/stat.h>
 
-namespace Grid {
+namespace Grid { 
 
-  enum IRLdiagonalisation { 
-    IRLdiagonaliseWithDSTEGR,
-    IRLdiagonaliseWithQR,
-    IRLdiagonaliseWithEigen
-  };
-
-////////////////////////////////////////////////////////////////////////////////
-// Helper class for sorting the evalues AND evectors by Field
-// Use pointer swizzle on vectors
-////////////////////////////////////////////////////////////////////////////////
+  ////////////////////////////////////////////////////////
+  // Move following 100 LOC to lattice/Lattice_basis.h
+  ////////////////////////////////////////////////////////
 template<class Field>
-class SortEigen {
- private:
-  static bool less_lmd(RealD left,RealD right){
-    return left > right;
-  }  
-  static bool less_pair(std::pair<RealD,Field const*>& left,
-                        std::pair<RealD,Field const*>& right){
-    return left.first > (right.first);
-  }  
-  
- public:
-  void push(std::vector<RealD>& lmd,std::vector<Field>& evec,int N) {
-    
-    ////////////////////////////////////////////////////////////////////////
-    // PAB: FIXME: VERY VERY VERY wasteful: takes a copy of the entire vector set.
-    //    : The vector reorder should be done by pointer swizzle somehow
-    ////////////////////////////////////////////////////////////////////////
-    std::vector<Field> cpy(lmd.size(),evec[0]._grid);
-    for(int i=0;i<lmd.size();i++) cpy[i] = evec[i];
-    
-    std::vector<std::pair<RealD, Field const*> > emod(lmd.size());    
+void basisOrthogonalize(std::vector<Field> &basis,Field &w,int k) 
+{
+  for(int j=0; j<k; ++j){
+    auto ip = innerProduct(basis[j],w);
+    w = w - ip*basis[j];
+  }
+}
 
-    for(int i=0;i<lmd.size();++i)  emod[i] = std::pair<RealD,Field const*>(lmd[i],&cpy[i]);
-
-    partial_sort(emod.begin(),emod.begin()+N,emod.end(),less_pair);
-
-    typename std::vector<std::pair<RealD, Field const*> >::iterator it = emod.begin();
-    for(int i=0;i<N;++i){
-      lmd[i]=it->first;
-      evec[i]=*(it->second);
-      ++it;
+template<class Field>
+void basisRotate(std::vector<Field> &basis,Eigen::MatrixXd& Qt,int j0, int j1, int k0,int k1,int Nm) 
+{
+  typedef typename Field::vector_object vobj;
+  GridBase* grid = basis[0]._grid;
+      
+  parallel_region
+  {
+    std::vector < vobj > B(Nm); // Thread private
+        
+    parallel_for_internal(int ss=0;ss < grid->oSites();ss++){
+      for(int j=j0; j<j1; ++j) B[j]=0.;
+      
+      for(int j=j0; j<j1; ++j){
+	for(int k=k0; k<k1; ++k){
+	  B[j] +=Qt(j,k) * basis[k]._odata[ss];
+	}
+      }
+      for(int j=j0; j<j1; ++j){
+	  basis[j]._odata[ss] = B[j];
+      }
     }
   }
-  void push(std::vector<RealD>& lmd,int N) {
-    std::partial_sort(lmd.begin(),lmd.begin()+N,lmd.end(),less_lmd);
+}
+
+// Extract a single rotated vector
+template<class Field>
+void basisRotateJ(Field &result,std::vector<Field> &basis,Eigen::MatrixXd& Qt,int j, int k0,int k1,int Nm) 
+{
+  typedef typename Field::vector_object vobj;
+  GridBase* grid = basis[0]._grid;
+
+  result.checkerboard = basis[0].checkerboard;
+  parallel_for(int ss=0;ss < grid->oSites();ss++){
+    vobj B = zero;
+    for(int k=k0; k<k1; ++k){
+      B +=Qt(j,k) * basis[k]._odata[ss];
+    }
+    result._odata[ss] = B;
   }
-  bool saturated(RealD lmd, RealD thrs) {
-    return fabs(lmd) > fabs(thrs);
+}
+
+template<class Field>
+void basisReorderInPlace(std::vector<Field> &_v,std::vector<RealD>& sort_vals, std::vector<int>& idx) 
+{
+  int vlen = idx.size();
+
+  assert(vlen>=1);
+  assert(vlen<=sort_vals.size());
+  assert(vlen<=_v.size());
+
+  for (size_t i=0;i<vlen;i++) {
+
+    if (idx[i] != i) {
+
+      //////////////////////////////////////
+      // idx[i] is a table of desired sources giving a permutation.
+      // Swap v[i] with v[idx[i]].
+      // Find  j>i for which _vnew[j] = _vold[i],
+      // track the move idx[j] => idx[i]
+      // track the move idx[i] => i
+      //////////////////////////////////////
+      size_t j;
+      for (j=i;j<idx.size();j++)
+	if (idx[j]==i)
+	  break;
+
+      assert(idx[i] > i);     assert(j!=idx.size());      assert(idx[j]==i);
+
+      std::swap(_v[i]._odata,_v[idx[i]]._odata); // should use vector move constructor, no data copy
+      std::swap(sort_vals[i],sort_vals[idx[i]]);
+
+      idx[j] = idx[i];
+      idx[i] = i;
+    }
   }
-};
+}
+
+inline std::vector<int> basisSortGetIndex(std::vector<RealD>& sort_vals) 
+{
+  std::vector<int> idx(sort_vals.size());
+  std::iota(idx.begin(), idx.end(), 0);
+
+  // sort indexes based on comparing values in v
+  std::sort(idx.begin(), idx.end(), [&sort_vals](int i1, int i2) {
+    return ::fabs(sort_vals[i1]) < ::fabs(sort_vals[i2]);
+  });
+  return idx;
+}
+
+template<class Field>
+void basisSortInPlace(std::vector<Field> & _v,std::vector<RealD>& sort_vals, bool reverse) 
+{
+  std::vector<int> idx = basisSortGetIndex(sort_vals);
+  if (reverse)
+    std::reverse(idx.begin(), idx.end());
+  
+  basisReorderInPlace(_v,sort_vals,idx);
+}
 
 /////////////////////////////////////////////////////////////
 // Implicitly restarted lanczos
 /////////////////////////////////////////////////////////////
+template<class Field> class ImplicitlyRestartedLanczosTester 
+{
+ public:
+  virtual int TestConvergence(int j,RealD resid,Field &evec, RealD &eval,RealD evalMaxApprox)=0;
+  virtual int ReconstructEval(int j,RealD resid,Field &evec, RealD &eval,RealD evalMaxApprox)=0;
+};
+
+enum IRLdiagonalisation { 
+  IRLdiagonaliseWithDSTEGR,
+  IRLdiagonaliseWithQR,
+  IRLdiagonaliseWithEigen
+};
+
+template<class Field> class ImplicitlyRestartedLanczosHermOpTester  : public ImplicitlyRestartedLanczosTester<Field>
+{
+ public:
+
+  LinearFunction<Field>       &_HermOp;
+  ImplicitlyRestartedLanczosHermOpTester(LinearFunction<Field> &HermOp) : _HermOp(HermOp)  {  };
+  int ReconstructEval(int j,RealD resid,Field &B, RealD &eval,RealD evalMaxApprox)
+  {
+    return TestConvergence(j,resid,B,eval,evalMaxApprox);
+  }
+  int TestConvergence(int j,RealD eresid,Field &B, RealD &eval,RealD evalMaxApprox)
+  {
+    Field v(B);
+    RealD eval_poly = eval;
+    // Apply operator
+    _HermOp(B,v);
+
+    RealD vnum = real(innerProduct(B,v)); // HermOp.
+    RealD vden = norm2(B);
+    RealD vv0  = norm2(v);
+    eval   = vnum/vden;
+    v -= eval*B;
+
+    RealD vv = norm2(v) / ::pow(evalMaxApprox,2.0);
+
+    std::cout.precision(13);
+    std::cout<<GridLogIRL  << "[" << std::setw(3)<<j<<"] "
+	     <<"eval = "<<std::setw(25)<< eval << " (" << eval_poly << ")"
+	     <<" |H B[i] - eval[i]B[i]|^2 / evalMaxApprox^2 " << std::setw(25) << vv
+	     <<std::endl;
+
+    int conv=0;
+    if( (vv<eresid*eresid) ) conv = 1;
+
+    return conv;
+  }
+};
+
 template<class Field> 
 class ImplicitlyRestartedLanczos {
-
-private:       
-
-  int MaxIter;   // Max iterations
-  int Nstop;     // Number of evecs checked for convergence
-  int Nk;        // Number of converged sought
-  int Nm;        // Nm -- total number of vectors
-  RealD eresid;
+ private:
+  const RealD small = 1.0e-8;
+  int MaxIter;
+  int MinRestart; // Minimum number of restarts; only check for convergence after
+  int Nstop;   // Number of evecs checked for convergence
+  int Nk;      // Number of converged sought
+  //  int Np;      // Np -- Number of spare vecs in krylov space //  == Nm - Nk
+  int Nm;      // Nm -- total number of vectors
   IRLdiagonalisation diagonalisation;
-  ////////////////////////////////////
+  int orth_period;
+    
+  RealD OrthoTime;
+  RealD eresid, betastp;
+  ////////////////////////////////
   // Embedded objects
-  ////////////////////////////////////
-           SortEigen<Field> _sort;
-  LinearOperatorBase<Field> &_Linop;
-    OperatorFunction<Field> &_poly;
-
+  ////////////////////////////////
+  LinearFunction<Field>       &_PolyOp;
+  LinearFunction<Field>       &_HermOp;
+  ImplicitlyRestartedLanczosTester<Field> &_Tester;
+  // Default tester provided (we need a ref to something in default case)
+  ImplicitlyRestartedLanczosHermOpTester<Field> SimpleTester;
   /////////////////////////
   // Constructor
   /////////////////////////
+  
 public:       
- ImplicitlyRestartedLanczos(LinearOperatorBase<Field> &Linop, // op
-			    OperatorFunction<Field> & poly,   // polynomial
-			    int _Nstop, // really sought vecs
-			    int _Nk,    // sought vecs
-			    int _Nm,    // total vecs
-			    RealD _eresid, // resid in lmd deficit 
-			    int _MaxIter,  // Max iterations
-			    IRLdiagonalisation _diagonalisation= IRLdiagonaliseWithEigen ) :
-    _Linop(Linop),    _poly(poly),
-      Nstop(_Nstop), Nk(_Nk), Nm(_Nm),
-      eresid(_eresid),  MaxIter(_MaxIter),
-      diagonalisation(_diagonalisation)
-      { };
+
+  //////////////////////////////////////////////////////////////////
+  // PAB:
+  //////////////////////////////////////////////////////////////////
+  // Too many options  & knobs. 
+  // Eliminate:
+  //   orth_period
+  //   betastp
+  //   MinRestart
+  //
+  // Do we really need orth_period
+  // What is the theoretical basis & guarantees of betastp ?
+  // Nstop=Nk viable?
+  // MinRestart avoidable with new convergence test?
+  // Could cut to PolyOp, HermOp, Tester, Nk, Nm, resid, maxiter (+diagonalisation)
+  // HermOp could be eliminated if we dropped the Power method for max eval.
+  // -- also: The eval, eval2, eval2_copy stuff is still unnecessarily unclear
+  //////////////////////////////////////////////////////////////////
+ ImplicitlyRestartedLanczos(LinearFunction<Field> & PolyOp,
+			    LinearFunction<Field> & HermOp,
+			    ImplicitlyRestartedLanczosTester<Field> & Tester,
+			    int _Nstop, // sought vecs
+			    int _Nk, // sought vecs
+			    int _Nm, // spare vecs
+			    RealD _eresid, // resid in lmdue deficit 
+			    int _MaxIter, // Max iterations
+			    RealD _betastp=0.0, // if beta(k) < betastp: converged
+			    int _MinRestart=1, int _orth_period = 1,
+			    IRLdiagonalisation _diagonalisation= IRLdiagonaliseWithEigen) :
+    SimpleTester(HermOp), _PolyOp(PolyOp),      _HermOp(HermOp), _Tester(Tester),
+    Nstop(_Nstop)  ,      Nk(_Nk),      Nm(_Nm),
+    eresid(_eresid),      betastp(_betastp),
+    MaxIter(_MaxIter)  ,      MinRestart(_MinRestart),
+    orth_period(_orth_period), diagonalisation(_diagonalisation)  { };
+
+    ImplicitlyRestartedLanczos(LinearFunction<Field> & PolyOp,
+			       LinearFunction<Field> & HermOp,
+			       int _Nstop, // sought vecs
+			       int _Nk, // sought vecs
+			       int _Nm, // spare vecs
+			       RealD _eresid, // resid in lmdue deficit 
+			       int _MaxIter, // Max iterations
+			       RealD _betastp=0.0, // if beta(k) < betastp: converged
+			       int _MinRestart=1, int _orth_period = 1,
+			       IRLdiagonalisation _diagonalisation= IRLdiagonaliseWithEigen) :
+    SimpleTester(HermOp),  _PolyOp(PolyOp),      _HermOp(HermOp), _Tester(SimpleTester),
+    Nstop(_Nstop)  ,      Nk(_Nk),      Nm(_Nm),
+    eresid(_eresid),      betastp(_betastp),
+    MaxIter(_MaxIter)  ,      MinRestart(_MinRestart),
+    orth_period(_orth_period), diagonalisation(_diagonalisation)  { };
 
   ////////////////////////////////
   // Helpers
   ////////////////////////////////
-  static RealD normalise(Field& v) 
+  template<typename T>  static RealD normalise(T& v) 
   {
     RealD nn = norm2(v);
     nn = sqrt(nn);
     v = v * (1.0/nn);
     return nn;
   }
-  
-  void orthogonalize(Field& w, std::vector<Field>& evec, int k)
+
+  void orthogonalize(Field& w, std::vector<Field>& evec,int k)
   {
-    typedef typename Field::scalar_type MyComplex;
-    MyComplex ip;
-    
-    for(int j=0; j<k; ++j){
-      ip = innerProduct(evec[j],w); 
-      w = w - ip * evec[j];
-    }
+    OrthoTime-=usecond()/1e6;
+    basisOrthogonalize(evec,w,k);
     normalise(w);
+    OrthoTime+=usecond()/1e6;
   }
 
 /* Rudy Arthur's thesis pp.137
@@ -165,184 +318,238 @@ repeat
   →AVK =VKHK +fKe†K † Extend to an M = K + P step factorization AVM = VMHM + fMeM
 until convergence
 */
-  void calc(std::vector<RealD>& eval,  std::vector<Field>& evec, const Field& src, int& Nconv)
+  void calc(std::vector<RealD>& eval, std::vector<Field>& evec,  const Field& src, int& Nconv, bool reverse=false)
   {
+    GridBase *grid = src._grid;
+    assert(grid == evec[0]._grid);
     
-    GridBase *grid = evec[0]._grid;
-    assert(grid == src._grid);
-    
-    std::cout << GridLogMessage <<"**************************************************************************"<< std::endl;
-    std::cout << GridLogMessage <<" ImplicitlyRestartedLanczos::calc() starting iteration 0 /  "<< MaxIter<< std::endl;
-    std::cout << GridLogMessage <<"**************************************************************************"<< std::endl;
-    std::cout << GridLogMessage <<" -- seek   Nk    = " << Nk    <<" vectors"<< std::endl;
-    std::cout << GridLogMessage <<" -- accept Nstop = " << Nstop <<" vectors"<< std::endl;
-    std::cout << GridLogMessage <<" -- total  Nm    = " << Nm    <<" vectors"<< std::endl;
-    std::cout << GridLogMessage <<" -- size of eval = " << eval.size() << std::endl;
-    std::cout << GridLogMessage <<" -- size of evec = " << evec.size() << std::endl;
+    GridLogIRL.TimingMode(1);
+    std::cout << GridLogIRL <<"**************************************************************************"<< std::endl;
+    std::cout << GridLogIRL <<" ImplicitlyRestartedLanczos::calc() starting iteration 0 /  "<< MaxIter<< std::endl;
+    std::cout << GridLogIRL <<"**************************************************************************"<< std::endl;
+    std::cout << GridLogIRL <<" -- seek   Nk    = " << Nk    <<" vectors"<< std::endl;
+    std::cout << GridLogIRL <<" -- accept Nstop = " << Nstop <<" vectors"<< std::endl;
+    std::cout << GridLogIRL <<" -- total  Nm    = " << Nm    <<" vectors"<< std::endl;
+    std::cout << GridLogIRL <<" -- size of eval = " << eval.size() << std::endl;
+    std::cout << GridLogIRL <<" -- size of evec = " << evec.size() << std::endl;
     if ( diagonalisation == IRLdiagonaliseWithDSTEGR ) {
-      std::cout << GridLogMessage << "Diagonalisation is DSTEGR "<<std::endl;
+      std::cout << GridLogIRL << "Diagonalisation is DSTEGR "<<std::endl;
     } else if ( diagonalisation == IRLdiagonaliseWithQR ) { 
-      std::cout << GridLogMessage << "Diagonalisation is QR "<<std::endl;
+      std::cout << GridLogIRL << "Diagonalisation is QR "<<std::endl;
     }  else if ( diagonalisation == IRLdiagonaliseWithEigen ) { 
-      std::cout << GridLogMessage << "Diagonalisation is Eigen "<<std::endl;
+      std::cout << GridLogIRL << "Diagonalisation is Eigen "<<std::endl;
     }
-    std::cout << GridLogMessage <<"**************************************************************************"<< std::endl;
+    std::cout << GridLogIRL <<"**************************************************************************"<< std::endl;
+	
+    assert(Nm <= evec.size() && Nm <= eval.size());
     
-    assert(Nm == evec.size() && Nm == eval.size());
+    // quickly get an idea of the largest eigenvalue to more properly normalize the residuum
+    RealD evalMaxApprox = 0.0;
+    {
+      auto src_n = src;
+      auto tmp = src;
+      const int _MAX_ITER_IRL_MEVAPP_ = 50;
+      for (int i=0;i<_MAX_ITER_IRL_MEVAPP_;i++) {
+	normalise(src_n);
+	_HermOp(src_n,tmp);
+	RealD vnum = real(innerProduct(src_n,tmp)); // HermOp.
+	RealD vden = norm2(src_n);
+	RealD na = vnum/vden;
+	if (fabs(evalMaxApprox/na - 1.0) < 0.05)
+	  i=_MAX_ITER_IRL_MEVAPP_;
+	evalMaxApprox = na;
+	std::cout << GridLogIRL << " Approximation of largest eigenvalue: " << evalMaxApprox << std::endl;
+	src_n = tmp;
+      }
+    }
 	
     std::vector<RealD> lme(Nm);  
     std::vector<RealD> lme2(Nm);
     std::vector<RealD> eval2(Nm);
+    std::vector<RealD> eval2_copy(Nm);
+    Eigen::MatrixXd Qt = Eigen::MatrixXd::Zero(Nm,Nm);
 
-    Eigen::MatrixXd    Qt = Eigen::MatrixXd::Zero(Nm,Nm);
-
-    std::vector<int>   Iconv(Nm);
-    std::vector<Field>  B(Nm,grid); // waste of space replicating
-    
     Field f(grid);
     Field v(grid);
-    
     int k1 = 1;
     int k2 = Nk;
-    
-    Nconv = 0;
-    
     RealD beta_k;
+
+    Nconv = 0;
   
     // Set initial vector
     evec[0] = src;
-    std::cout << GridLogMessage <<"norm2(src)= " << norm2(src)<<std::endl;
-    
     normalise(evec[0]);
-    std::cout << GridLogMessage <<"norm2(evec[0])= " << norm2(evec[0]) <<std::endl;
-    
+	
     // Initial Nk steps
+    OrthoTime=0.;
     for(int k=0; k<Nk; ++k) step(eval,lme,evec,f,Nm,k);
-    
+    std::cout<<GridLogIRL <<"Initial "<< Nk <<"steps done "<<std::endl;
+    std::cout<<GridLogIRL <<"Initial steps:OrthoTime "<<OrthoTime<< "seconds"<<std::endl;
+
+    //////////////////////////////////
     // Restarting loop begins
+    //////////////////////////////////
     int iter;
     for(iter = 0; iter<MaxIter; ++iter){
       
+      OrthoTime=0.;
+
       std::cout<< GridLogMessage <<" **********************"<< std::endl;
       std::cout<< GridLogMessage <<" Restart iteration = "<< iter << std::endl;
       std::cout<< GridLogMessage <<" **********************"<< std::endl;
-      
+
+      std::cout<<GridLogIRL <<" running "<<Nm-Nk <<" steps: "<<std::endl;
       for(int k=Nk; k<Nm; ++k) step(eval,lme,evec,f,Nm,k);
-      
       f *= lme[Nm-1];
-      
+
+      std::cout<<GridLogIRL <<" "<<Nm-Nk <<" steps done "<<std::endl;
+      std::cout<<GridLogIRL <<"Initial steps:OrthoTime "<<OrthoTime<< "seconds"<<std::endl;
+	  
+      //////////////////////////////////
       // getting eigenvalues
+      //////////////////////////////////
       for(int k=0; k<Nm; ++k){
 	eval2[k] = eval[k+k1-1];
 	lme2[k] = lme[k+k1-1];
       }
       Qt = Eigen::MatrixXd::Identity(Nm,Nm);
       diagonalize(eval2,lme2,Nm,Nm,Qt,grid);
+      std::cout<<GridLogIRL <<" diagonalized "<<std::endl;
 
+      //////////////////////////////////
       // sorting
-      _sort.push(eval2,Nm);
-      
+      //////////////////////////////////
+      eval2_copy = eval2;
+      std::partial_sort(eval2.begin(),eval2.begin()+Nm,eval2.end(),std::greater<RealD>());
+      std::cout<<GridLogIRL <<" evals sorted "<<std::endl;
+      const int chunk=8;
+      for(int io=0; io<k2;io+=chunk){
+	std::cout<<GridLogIRL << "eval "<< std::setw(3) << io ;
+	for(int ii=0;ii<chunk;ii++){
+	  if ( (io+ii)<k2 )
+	    std::cout<< " "<< std::setw(12)<< eval2[io+ii];
+	}
+	std::cout << std::endl;
+      }
+
+      //////////////////////////////////
       // Implicitly shifted QR transformations
+      //////////////////////////////////
       Qt = Eigen::MatrixXd::Identity(Nm,Nm);
       for(int ip=k2; ip<Nm; ++ip){ 
-	// Eigen replacement for qr_decomp ???
-	qr_decomp(eval,lme,Nm,Nm,Qt,eval2[ip],k1,Nm);
+	QR_decomp(eval,lme,Nm,Nm,Qt,eval2[ip],k1,Nm);
       }
-    
-      for(int i=0; i<(Nk+1); ++i) B[i] = 0.0;
-	  
-      for(int j=k1-1; j<k2+1; ++j){
-	for(int k=0; k<Nm; ++k){
-	  B[j].checkerboard = evec[k].checkerboard;
-	  B[j] += Qt(j,k) * evec[k];
-	}
-      }
-      for(int j=k1-1; j<k2+1; ++j) evec[j] = B[j];
+      std::cout<<GridLogIRL <<"QR decomposed "<<std::endl;
+
+      assert(k2<Nm);      assert(k2<Nm);      assert(k1>0);
+
+      basisRotate(evec,Qt,k1-1,k2+1,0,Nm,Nm); /// big constraint on the basis
+      std::cout<<GridLogIRL <<"basisRotated  by Qt"<<std::endl;
       
+      ////////////////////////////////////////////////////
       // Compressed vector f and beta(k2)
+      ////////////////////////////////////////////////////
       f *= Qt(k2-1,Nm-1);
       f += lme[k2-1] * evec[k2];
       beta_k = norm2(f);
       beta_k = sqrt(beta_k);
-      std::cout<< GridLogMessage<<" beta(k) = "<<beta_k<<std::endl;
-      
+      std::cout<<GridLogIRL<<" beta(k) = "<<beta_k<<std::endl;
+	  
       RealD betar = 1.0/beta_k;
       evec[k2] = betar * f;
       lme[k2-1] = beta_k;
-      
+	  
+      ////////////////////////////////////////////////////
       // Convergence test
+      ////////////////////////////////////////////////////
       for(int k=0; k<Nm; ++k){    
 	eval2[k] = eval[k];
 	lme2[k] = lme[k];
       }
       Qt = Eigen::MatrixXd::Identity(Nm,Nm);
       diagonalize(eval2,lme2,Nk,Nm,Qt,grid);
-      
-      for(int k = 0; k<Nk; ++k) B[k]=0.0;
-      
-      for(int j = 0; j<Nk; ++j){
-	for(int k = 0; k<Nk; ++k){
-	  B[j].checkerboard = evec[k].checkerboard;
-	  B[j] += Qt(j,k) * evec[k];
-	}
-      }
-
+      std::cout<<GridLogIRL <<" Diagonalized "<<std::endl;
+	  
       Nconv = 0;
-      for(int i=0; i<Nk; ++i){
-	
-	_Linop.HermOp(B[i],v);
-	    
-	RealD vnum = real(innerProduct(B[i],v)); // HermOp.
-	RealD vden = norm2(B[i]);
-	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::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) ){
-	  Iconv[Nconv] = i;
-	  ++Nconv;
-	}
-	
-      }  // i-loop end
-      
-      std::cout<< GridLogMessage <<" #modes converged: "<<Nconv<<std::endl;
+      if (iter >= MinRestart) {
 
-      if( Nconv>=Nstop ){
-	goto converged;
-      }
-    } // end of iter loop
-    
-    std::cout << GridLogMessage <<"**************************************************************************"<< std::endl;
-    std::cout<< GridLogError    <<" ImplicitlyRestartedLanczos::calc() NOT converged.";
-    std::cout << GridLogMessage <<"**************************************************************************"<< std::endl;
+	std::cout << GridLogIRL << "Test convergence: rotate subset of vectors to test convergence " << std::endl;
+
+	Field B(grid); B.checkerboard = evec[0].checkerboard;
+
+	//  power of two search pattern;  not every evalue in eval2 is assessed.
+	int allconv =1;
+	for(int jj = 1; jj<=Nstop; jj*=2){
+	  int j = Nstop-jj;
+	  RealD e = eval2_copy[j]; // Discard the evalue
+	  basisRotateJ(B,evec,Qt,j,0,Nk,Nm);	    
+	  if( !_Tester.TestConvergence(j,eresid,B,e,evalMaxApprox) ) {
+	    allconv=0;
+	  }
+	}
+	// Do evec[0] for good measure
+	{ 
+	  int j=0;
+	  RealD e = eval2_copy[0]; 
+	  basisRotateJ(B,evec,Qt,j,0,Nk,Nm);	    
+	  if( !_Tester.TestConvergence(j,eresid,B,e,evalMaxApprox) ) allconv=0;
+	}
+	if ( allconv ) Nconv = Nstop;
+
+	// test if we converged, if so, terminate
+	std::cout<<GridLogIRL<<" #modes converged: >= "<<Nconv<<"/"<<Nstop<<std::endl;
+	//	if( Nconv>=Nstop || beta_k < betastp){
+	if( Nconv>=Nstop){
+	  goto converged;
+	}
+	  
+      } else {
+	std::cout << GridLogIRL << "iter < MinRestart: do not yet test for convergence\n";
+      } // end of iter loop
+    }
+
+    std::cout<<GridLogError<<"\n NOT converged.\n";
     abort();
 	
   converged:
-    // Sorting
-    eval.resize(Nconv);
-    evec.resize(Nconv,grid);
-    for(int i=0; i<Nconv; ++i){
-      eval[i] = eval2[Iconv[i]];
-      evec[i] = B[Iconv[i]];
+    {
+      Field B(grid); B.checkerboard = evec[0].checkerboard;
+      basisRotate(evec,Qt,0,Nk,0,Nk,Nm);	    
+      std::cout << GridLogIRL << " Rotated basis"<<std::endl;
+      Nconv=0;
+      //////////////////////////////////////////////////////////////////////
+      // Full final convergence test; unconditionally applied
+      //////////////////////////////////////////////////////////////////////
+      for(int j = 0; j<=Nk; j++){
+	B=evec[j];
+	if( _Tester.ReconstructEval(j,eresid,B,eval2[j],evalMaxApprox) ) {
+	  Nconv++;
+	}
+      }
+
+      if ( Nconv < Nstop )
+	std::cout << GridLogIRL << "Nconv ("<<Nconv<<") < Nstop ("<<Nstop<<")"<<std::endl;
+
+      eval=eval2;
+      
+      //Keep only converged
+      eval.resize(Nconv);// Nstop?
+      evec.resize(Nconv,grid);// Nstop?
+      basisSortInPlace(evec,eval,reverse);
+      
     }
-    _sort.push(eval,evec,Nconv);
-    
-    std::cout << GridLogMessage <<"**************************************************************************"<< std::endl;
-    std::cout << GridLogMessage << "ImplicitlyRestartedLanczos CONVERGED ; Summary :\n";
-    std::cout << GridLogMessage <<"**************************************************************************"<< std::endl;
-    std::cout << GridLogMessage << " -- Iterations  = "<< iter   << "\n";
-    std::cout << GridLogMessage << " -- beta(k)     = "<< beta_k << "\n";
-    std::cout << GridLogMessage << " -- Nconv       = "<< Nconv  << "\n";
-    std::cout << GridLogMessage <<"**************************************************************************"<< std::endl;
+       
+    std::cout << GridLogIRL <<"**************************************************************************"<< std::endl;
+    std::cout << GridLogIRL << "ImplicitlyRestartedLanczos CONVERGED ; Summary :\n";
+    std::cout << GridLogIRL <<"**************************************************************************"<< std::endl;
+    std::cout << GridLogIRL << " -- Iterations  = "<< iter   << "\n";
+    std::cout << GridLogIRL << " -- beta(k)     = "<< beta_k << "\n";
+    std::cout << GridLogIRL << " -- Nconv       = "<< Nconv  << "\n";
+    std::cout << GridLogIRL <<"**************************************************************************"<< std::endl;
   }
 
-private:
+ private:
 /* Saad PP. 195
 1. Choose an initial vector v1 of 2-norm unity. Set β1 ≡ 0, v0 ≡ 0
 2. For k = 1,2,...,m Do:
@@ -360,28 +567,38 @@ private:
   {
     const RealD tiny = 1.0e-20;
     assert( k< Nm );
-    
-    _poly(_Linop,evec[k],w);      // 3. wk:=Avk−βkv_{k−1}
-    
+
+    GridStopWatch gsw_op,gsw_o;
+
+    Field& evec_k = evec[k];
+
+    _PolyOp(evec_k,w);    std::cout<<GridLogIRL << "PolyOp" <<std::endl;
+
     if(k>0) w -= lme[k-1] * evec[k-1];
-    
-    ComplexD zalph = innerProduct(evec[k],w); // 4. αk:=(wk,vk)
+
+    ComplexD zalph = innerProduct(evec_k,w); // 4. αk:=(wk,vk)
     RealD     alph = real(zalph);
-    
-    w = w - alph * evec[k];// 5. wk:=wk−αkvk
-    
+
+    w = w - alph * evec_k;// 5. wk:=wk−αkvk
+
     RealD beta = normalise(w); // 6. βk+1 := ∥wk∥2. If βk+1 = 0 then Stop
     // 7. vk+1 := wk/βk+1
-    
+
     lmd[k] = alph;
     lme[k] = beta;
-    
-    if ( k > 0 ) orthogonalize(w,evec,k); // orthonormalise
-    if ( k < Nm-1) evec[k+1] = w;
-    
-    if ( beta < tiny ) std::cout << GridLogMessage << " beta is tiny "<<beta<<std::endl;
+
+    if (k>0 && k % orth_period == 0) {
+      orthogonalize(w,evec,k); // orthonormalise
+      std::cout<<GridLogIRL << "Orthogonalised " <<std::endl;
+    }
+
+    if(k < Nm-1) evec[k+1] = w;
+
+    std::cout<<GridLogIRL << "alpha[" << k << "] = " << zalph << " beta[" << k << "] = "<<beta<<std::endl;
+    if ( beta < tiny ) 
+      std::cout<<GridLogIRL << " beta is tiny "<<beta<<std::endl;
   }
-      
+
   void diagonalize_Eigen(std::vector<RealD>& lmd, std::vector<RealD>& lme, 
 			 int Nk, int Nm,  
 			 Eigen::MatrixXd & Qt, // Nm x Nm
@@ -404,11 +621,11 @@ private:
       }
     }
   }
-  ///////////////////////////////////////////////////////////////////////////
-  // File could end here if settle on Eigen ???
-  ///////////////////////////////////////////////////////////////////////////
 
-  void qr_decomp(std::vector<RealD>& lmd,   // Nm 
+  ///////////////////////////////////////////////////////////////////////////
+  // File could end here if settle on Eigen ??? !!!
+  ///////////////////////////////////////////////////////////////////////////
+  void QR_decomp(std::vector<RealD>& lmd,   // Nm 
 		 std::vector<RealD>& lme,   // Nm 
 		 int Nk, int Nm,            // Nk, Nm
 		 Eigen::MatrixXd& Qt,       // Nm x Nm matrix
@@ -575,51 +792,50 @@ void diagonalize_lapack(std::vector<RealD>& lmd,
 #endif
 }
 
-  void diagonalize_QR(std::vector<RealD>& lmd, std::vector<RealD>& lme, 
-		      int Nk, int Nm,   
-		      Eigen::MatrixXd & Qt,
-		      GridBase *grid)
-  {
-    int Niter = 100*Nm;
-    int kmin = 1;
-    int kmax = Nk;
-
-    // (this should be more sophisticated)
-    for(int iter=0; iter<Niter; ++iter){
-      
-      // determination of 2x2 leading submatrix
-      RealD dsub = lmd[kmax-1]-lmd[kmax-2];
-      RealD dd = sqrt(dsub*dsub + 4.0*lme[kmax-2]*lme[kmax-2]);
-      RealD Dsh = 0.5*(lmd[kmax-2]+lmd[kmax-1] +dd*(dsub/fabs(dsub)));
-      // (Dsh: shift)
-	
-      // transformation
-      qr_decomp(lmd,lme,Nk,Nm,Qt,Dsh,kmin,kmax); // Nk, Nm
-	
-      // Convergence criterion (redef of kmin and kamx)
-      for(int j=kmax-1; j>= kmin; --j){
-	RealD dds = fabs(lmd[j-1])+fabs(lmd[j]);
-	if(fabs(lme[j-1])+dds > dds){
-	  kmax = j+1;
-	  goto continued;
-	}
-      }
-      Niter = iter;
-      return;
-
-    continued:
-      for(int j=0; j<kmax-1; ++j){
-	RealD dds = fabs(lmd[j])+fabs(lmd[j+1]);
-	if(fabs(lme[j])+dds > dds){
-	  kmin = j+1;
-	  break;
-	}
+void diagonalize_QR(std::vector<RealD>& lmd, std::vector<RealD>& lme, 
+		    int Nk, int Nm,   
+		    Eigen::MatrixXd & Qt,
+		    GridBase *grid)
+{
+  int QRiter = 100*Nm;
+  int kmin = 1;
+  int kmax = Nk;
+  
+  // (this should be more sophisticated)
+  for(int iter=0; iter<QRiter; ++iter){
+    
+    // determination of 2x2 leading submatrix
+    RealD dsub = lmd[kmax-1]-lmd[kmax-2];
+    RealD dd = sqrt(dsub*dsub + 4.0*lme[kmax-2]*lme[kmax-2]);
+    RealD Dsh = 0.5*(lmd[kmax-2]+lmd[kmax-1] +dd*(dsub/fabs(dsub)));
+    // (Dsh: shift)
+    
+    // transformation
+    QR_decomp(lmd,lme,Nk,Nm,Qt,Dsh,kmin,kmax); // Nk, Nm
+    
+    // Convergence criterion (redef of kmin and kamx)
+    for(int j=kmax-1; j>= kmin; --j){
+      RealD dds = fabs(lmd[j-1])+fabs(lmd[j]);
+      if(fabs(lme[j-1])+dds > dds){
+	kmax = j+1;
+	goto continued;
+      }
+    }
+    QRiter = iter;
+    return;
+    
+  continued:
+    for(int j=0; j<kmax-1; ++j){
+      RealD dds = fabs(lmd[j])+fabs(lmd[j+1]);
+      if(fabs(lme[j])+dds > dds){
+	kmin = j+1;
+	break;
       }
     }
-    std::cout << GridLogError << "[QL method] Error - Too many iteration: "<<Niter<<"\n";
-    abort();
   }
-
- };
+  std::cout << GridLogError << "[QL method] Error - Too many iteration: "<<QRiter<<"\n";
+  abort();
+}
+};
 }
 #endif

lib/algorithms/iterative/LocalCoherenceLanczos.h

@@ -0,0 +1,404 @@
+    /*************************************************************************************
+
+    Grid physics library, www.github.com/paboyle/Grid 
+
+    Source file: ./lib/algorithms/iterative/LocalCoherenceLanczos.h
+
+    Copyright (C) 2015
+
+Author: Christoph Lehner <clehner@bnl.gov>
+Author: paboyle <paboyle@ph.ed.ac.uk>
+
+    This program is free software; you can redistribute it and/or modify
+    it under the terms of the GNU General Public License as published by
+    the Free Software Foundation; either version 2 of the License, or
+    (at your option) any later version.
+
+    This program is distributed in the hope that it will be useful,
+    but WITHOUT ANY WARRANTY; without even the implied warranty of
+    MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+    GNU General Public License for more details.
+
+    You should have received a copy of the GNU General Public License along
+    with this program; if not, write to the Free Software Foundation, Inc.,
+    51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
+
+    See the full license in the file "LICENSE" in the top level distribution directory
+    *************************************************************************************/
+    /*  END LEGAL */
+#ifndef GRID_LOCAL_COHERENCE_IRL_H
+#define GRID_LOCAL_COHERENCE_IRL_H
+
+namespace Grid { 
+
+
+struct LanczosParams : Serializable {
+ public:
+  GRID_SERIALIZABLE_CLASS_MEMBERS(LanczosParams,
+				  ChebyParams, Cheby,/*Chebyshev*/
+				  int, Nstop,    /*Vecs in Lanczos must converge Nstop < Nk < Nm*/
+				  int, Nk,       /*Vecs in Lanczos seek converge*/
+				  int, Nm,       /*Total vecs in Lanczos include restart*/
+				  RealD, resid,  /*residual*/
+ 				  int, MaxIt, 
+				  RealD, betastp,  /* ? */
+				  int, MinRes);    // Must restart
+};
+
+struct LocalCoherenceLanczosParams : Serializable {
+ public:
+  GRID_SERIALIZABLE_CLASS_MEMBERS(LocalCoherenceLanczosParams,
+				  bool, saveEvecs,
+				  bool, doFine,
+				  bool, doFineRead,
+				  bool, doCoarse,
+	       			  bool, doCoarseRead,
+				  LanczosParams, FineParams,
+				  LanczosParams, CoarseParams,
+				  ChebyParams,   Smoother,
+				  RealD        , coarse_relax_tol,
+				  std::vector<int>, blockSize,
+				  std::string, config,
+				  std::vector < std::complex<double>  >, omega,
+				  RealD, mass,
+				  RealD, M5);
+};
+
+// Duplicate functionality; ProjectedFunctionHermOp could be used with the trivial function
+template<class Fobj,class CComplex,int nbasis>
+class ProjectedHermOp : public LinearFunction<Lattice<iVector<CComplex,nbasis > > > {
+public:
+  typedef iVector<CComplex,nbasis >           CoarseSiteVector;
+  typedef Lattice<CoarseSiteVector>           CoarseField;
+  typedef Lattice<CComplex>   CoarseScalar; // used for inner products on fine field
+  typedef Lattice<Fobj>          FineField;
+
+  LinearOperatorBase<FineField> &_Linop;
+  std::vector<FineField>        &subspace;
+
+  ProjectedHermOp(LinearOperatorBase<FineField>& linop, std::vector<FineField> & _subspace) : 
+    _Linop(linop), subspace(_subspace)
+  {  
+    assert(subspace.size() >0);
+  };
+
+  void operator()(const CoarseField& in, CoarseField& out) {
+    GridBase *FineGrid = subspace[0]._grid;    
+    int   checkerboard = subspace[0].checkerboard;
+      
+    FineField fin (FineGrid);     fin.checkerboard= checkerboard;
+    FineField fout(FineGrid);   fout.checkerboard = checkerboard;
+
+    blockPromote(in,fin,subspace);       std::cout<<GridLogIRL<<"ProjectedHermop : Promote to fine"<<std::endl;
+    _Linop.HermOp(fin,fout);             std::cout<<GridLogIRL<<"ProjectedHermop : HermOp (fine) "<<std::endl;
+    blockProject(out,fout,subspace);     std::cout<<GridLogIRL<<"ProjectedHermop : Project to coarse "<<std::endl;
+  }
+};
+
+template<class Fobj,class CComplex,int nbasis>
+class ProjectedFunctionHermOp : public LinearFunction<Lattice<iVector<CComplex,nbasis > > > {
+public:
+  typedef iVector<CComplex,nbasis >           CoarseSiteVector;
+  typedef Lattice<CoarseSiteVector>           CoarseField;
+  typedef Lattice<CComplex>   CoarseScalar; // used for inner products on fine field
+  typedef Lattice<Fobj>          FineField;
+
+
+  OperatorFunction<FineField>   & _poly;
+  LinearOperatorBase<FineField> &_Linop;
+  std::vector<FineField>        &subspace;
+
+  ProjectedFunctionHermOp(OperatorFunction<FineField> & poly,
+			  LinearOperatorBase<FineField>& linop, 
+			  std::vector<FineField> & _subspace) :
+    _poly(poly),
+    _Linop(linop),
+    subspace(_subspace)
+  {  };
+
+  void operator()(const CoarseField& in, CoarseField& out) {
+    
+    GridBase *FineGrid = subspace[0]._grid;    
+    int   checkerboard = subspace[0].checkerboard;
+
+    FineField fin (FineGrid); fin.checkerboard =checkerboard;
+    FineField fout(FineGrid);fout.checkerboard =checkerboard;
+    
+    blockPromote(in,fin,subspace);             std::cout<<GridLogIRL<<"ProjectedFunctionHermop : Promote to fine"<<std::endl;
+    _poly(_Linop,fin,fout);                    std::cout<<GridLogIRL<<"ProjectedFunctionHermop : Poly "<<std::endl;
+    blockProject(out,fout,subspace);           std::cout<<GridLogIRL<<"ProjectedFunctionHermop : Project to coarse "<<std::endl;
+  }
+};
+
+template<class Fobj,class CComplex,int nbasis>
+class ImplicitlyRestartedLanczosSmoothedTester  : public ImplicitlyRestartedLanczosTester<Lattice<iVector<CComplex,nbasis > > >
+{
+ public:
+  typedef iVector<CComplex,nbasis >           CoarseSiteVector;
+  typedef Lattice<CoarseSiteVector>           CoarseField;
+  typedef Lattice<CComplex>   CoarseScalar; // used for inner products on fine field
+  typedef Lattice<Fobj>          FineField;
+
+  LinearFunction<CoarseField> & _Poly;
+  OperatorFunction<FineField>   & _smoother;
+  LinearOperatorBase<FineField> &_Linop;
+  RealD                          _coarse_relax_tol;
+  std::vector<FineField>        &_subspace;
+  
+  ImplicitlyRestartedLanczosSmoothedTester(LinearFunction<CoarseField>   &Poly,
+					   OperatorFunction<FineField>   &smoother,
+					   LinearOperatorBase<FineField> &Linop,
+					   std::vector<FineField>        &subspace,
+					   RealD coarse_relax_tol=5.0e3) 
+    : _smoother(smoother), _Linop(Linop), _Poly(Poly), _subspace(subspace),
+      _coarse_relax_tol(coarse_relax_tol)  
+  {    };
+
+  int TestConvergence(int j,RealD eresid,CoarseField &B, RealD &eval,RealD evalMaxApprox)
+  {
+    CoarseField v(B);
+    RealD eval_poly = eval;
+
+    // Apply operator
+    _Poly(B,v);
+
+    RealD vnum = real(innerProduct(B,v)); // HermOp.
+    RealD vden = norm2(B);
+    RealD vv0  = norm2(v);
+    eval   = vnum/vden;
+    v -= eval*B;
+
+    RealD vv = norm2(v) / ::pow(evalMaxApprox,2.0);
+
+    std::cout.precision(13);
+    std::cout<<GridLogIRL  << "[" << std::setw(3)<<j<<"] "
+	     <<"eval = "<<std::setw(25)<< eval << " (" << eval_poly << ")"
+	     <<" |H B[i] - eval[i]B[i]|^2 / evalMaxApprox^2 " << std::setw(25) << vv
+	     <<std::endl;
+
+    int conv=0;
+    if( (vv<eresid*eresid) ) conv = 1;
+    return conv;
+  }
+  int ReconstructEval(int j,RealD eresid,CoarseField &B, RealD &eval,RealD evalMaxApprox)
+  {
+    GridBase *FineGrid = _subspace[0]._grid;    
+    int checkerboard   = _subspace[0].checkerboard;
+    FineField fB(FineGrid);fB.checkerboard =checkerboard;
+    FineField fv(FineGrid);fv.checkerboard =checkerboard;
+
+    blockPromote(B,fv,_subspace);  
+    
+    _smoother(_Linop,fv,fB); 
+
+    RealD eval_poly = eval;
+    _Linop.HermOp(fB,fv);
+
+    RealD vnum = real(innerProduct(fB,fv)); // HermOp.
+    RealD vden = norm2(fB);
+    RealD vv0  = norm2(fv);
+    eval   = vnum/vden;
+    fv -= eval*fB;
+    RealD vv = norm2(fv) / ::pow(evalMaxApprox,2.0);
+
+    std::cout.precision(13);
+    std::cout<<GridLogIRL  << "[" << std::setw(3)<<j<<"] "
+	     <<"eval = "<<std::setw(25)<< eval << " (" << eval_poly << ")"
+	     <<" |H B[i] - eval[i]B[i]|^2 / evalMaxApprox^2 " << std::setw(25) << vv
+	     <<std::endl;
+    if ( j > nbasis ) eresid = eresid*_coarse_relax_tol;
+    if( (vv<eresid*eresid) ) return 1;
+    return 0;
+  }
+};
+
+////////////////////////////////////////////
+// Make serializable Lanczos params
+////////////////////////////////////////////
+template<class Fobj,class CComplex,int nbasis>
+class LocalCoherenceLanczos 
+{
+public:
+  typedef iVector<CComplex,nbasis >           CoarseSiteVector;
+  typedef Lattice<CComplex>                   CoarseScalar; // used for inner products on fine field
+  typedef Lattice<CoarseSiteVector>           CoarseField;
+  typedef Lattice<Fobj>                       FineField;
+
+protected:
+  GridBase *_CoarseGrid;
+  GridBase *_FineGrid;
+  int _checkerboard;
+  LinearOperatorBase<FineField>                 & _FineOp;
+  
+  std::vector<RealD>                              &evals_fine;
+  std::vector<RealD>                              &evals_coarse; 
+  std::vector<FineField>                          &subspace;
+  std::vector<CoarseField>                        &evec_coarse;
+
+private:
+  std::vector<RealD>                              _evals_fine;
+  std::vector<RealD>                              _evals_coarse; 
+  std::vector<FineField>                          _subspace;
+  std::vector<CoarseField>                        _evec_coarse;
+
+public:
+
+  LocalCoherenceLanczos(GridBase *FineGrid,
+			GridBase *CoarseGrid,
+			LinearOperatorBase<FineField> &FineOp,
+			int checkerboard) :
+    _CoarseGrid(CoarseGrid),
+    _FineGrid(FineGrid),
+    _FineOp(FineOp),
+    _checkerboard(checkerboard),
+    evals_fine  (_evals_fine),
+    evals_coarse(_evals_coarse),
+    subspace    (_subspace),
+    evec_coarse(_evec_coarse)
+  {
+    evals_fine.resize(0);
+    evals_coarse.resize(0);
+  };
+  //////////////////////////////////////////////////////////////////////////
+  // Alternate constructore, external storage for use by Hadrons module
+  //////////////////////////////////////////////////////////////////////////
+  LocalCoherenceLanczos(GridBase *FineGrid,
+			GridBase *CoarseGrid,
+			LinearOperatorBase<FineField> &FineOp,
+			int checkerboard,
+			std::vector<FineField>   &ext_subspace,
+			std::vector<CoarseField> &ext_coarse,
+			std::vector<RealD>       &ext_eval_fine,
+			std::vector<RealD>       &ext_eval_coarse
+			) :
+    _CoarseGrid(CoarseGrid),
+    _FineGrid(FineGrid),
+    _FineOp(FineOp),
+    _checkerboard(checkerboard),
+    evals_fine  (ext_eval_fine), 
+    evals_coarse(ext_eval_coarse),
+    subspace    (ext_subspace),
+    evec_coarse (ext_coarse)
+  {
+    evals_fine.resize(0);
+    evals_coarse.resize(0);
+  };
+
+  void Orthogonalise(void ) {
+    CoarseScalar InnerProd(_CoarseGrid); 
+    blockOrthogonalise(InnerProd,subspace);std::cout << GridLogMessage <<" Gramm-Schmidt pass 1"<<std::endl;
+    blockOrthogonalise(InnerProd,subspace);std::cout << GridLogMessage <<" Gramm-Schmidt pass 2"<<std::endl;
+  };
+
+  template<typename T>  static RealD normalise(T& v) 
+  {
+    RealD nn = norm2(v);
+    nn = ::sqrt(nn);
+    v = v * (1.0/nn);
+    return nn;
+  }
+  /*
+  void fakeFine(void)
+  {
+    int Nk = nbasis;
+    subspace.resize(Nk,_FineGrid);
+    subspace[0]=1.0;
+    subspace[0].checkerboard=_checkerboard;
+    normalise(subspace[0]);
+    PlainHermOp<FineField>    Op(_FineOp);
+    for(int k=1;k<Nk;k++){
+      subspace[k].checkerboard=_checkerboard;
+      Op(subspace[k-1],subspace[k]);
+      normalise(subspace[k]);
+    }
+  }
+  */
+
+  void testFine(RealD resid) 
+  {
+    assert(evals_fine.size() == nbasis);
+    assert(subspace.size() == nbasis);
+    PlainHermOp<FineField>    Op(_FineOp);
+    ImplicitlyRestartedLanczosHermOpTester<FineField> SimpleTester(Op);
+    for(int k=0;k<nbasis;k++){
+      assert(SimpleTester.ReconstructEval(k,resid,subspace[k],evals_fine[k],1.0)==1);
+    }
+  }
+
+  void testCoarse(RealD resid,ChebyParams cheby_smooth,RealD relax) 
+  {
+    assert(evals_fine.size() == nbasis);
+    assert(subspace.size() == nbasis);
+    //////////////////////////////////////////////////////////////////////////////////////////////////
+    // create a smoother and see if we can get a cheap convergence test and smooth inside the IRL
+    //////////////////////////////////////////////////////////////////////////////////////////////////
+    Chebyshev<FineField>                          ChebySmooth(cheby_smooth);
+    ProjectedFunctionHermOp<Fobj,CComplex,nbasis> ChebyOp (ChebySmooth,_FineOp,_subspace);
+    ImplicitlyRestartedLanczosSmoothedTester<Fobj,CComplex,nbasis> ChebySmoothTester(ChebyOp,ChebySmooth,_FineOp,subspace,relax);
+
+    for(int k=0;k<evec_coarse.size();k++){
+      if ( k < nbasis ) { 
+	assert(ChebySmoothTester.ReconstructEval(k,resid,evec_coarse[k],evals_coarse[k],1.0)==1);
+      } else { 
+	assert(ChebySmoothTester.ReconstructEval(k,resid*relax,evec_coarse[k],evals_coarse[k],1.0)==1);
+      }
+    }
+  }
+
+  void calcFine(ChebyParams cheby_parms,int Nstop,int Nk,int Nm,RealD resid, 
+		RealD MaxIt, RealD betastp, int MinRes)
+  {
+    assert(nbasis<=Nm);
+    Chebyshev<FineField>      Cheby(cheby_parms);
+    FunctionHermOp<FineField> ChebyOp(Cheby,_FineOp);
+    PlainHermOp<FineField>    Op(_FineOp);
+
+    evals_fine.resize(Nm);
+    subspace.resize(Nm,_FineGrid);
+
+    ImplicitlyRestartedLanczos<FineField> IRL(ChebyOp,Op,Nstop,Nk,Nm,resid,MaxIt,betastp,MinRes);
+
+    FineField src(_FineGrid); src=1.0; src.checkerboard = _checkerboard;
+
+    int Nconv;
+    IRL.calc(evals_fine,subspace,src,Nconv,false);
+    
+    // Shrink down to number saved
+    assert(Nstop>=nbasis);
+    assert(Nconv>=nbasis);
+    evals_fine.resize(nbasis);
+    subspace.resize(nbasis,_FineGrid);
+  }
+  void calcCoarse(ChebyParams cheby_op,ChebyParams cheby_smooth,RealD relax,
+		  int Nstop, int Nk, int Nm,RealD resid, 
+		  RealD MaxIt, RealD betastp, int MinRes)
+  {
+    Chebyshev<FineField>                          Cheby(cheby_op);
+    ProjectedHermOp<Fobj,CComplex,nbasis>         Op(_FineOp,_subspace);
+    ProjectedFunctionHermOp<Fobj,CComplex,nbasis> ChebyOp (Cheby,_FineOp,_subspace);
+    //////////////////////////////////////////////////////////////////////////////////////////////////
+    // create a smoother and see if we can get a cheap convergence test and smooth inside the IRL
+    //////////////////////////////////////////////////////////////////////////////////////////////////
+
+    Chebyshev<FineField>                                           ChebySmooth(cheby_smooth);
+    ImplicitlyRestartedLanczosSmoothedTester<Fobj,CComplex,nbasis> ChebySmoothTester(ChebyOp,ChebySmooth,_FineOp,_subspace,relax);
+
+    evals_coarse.resize(Nm);
+    evec_coarse.resize(Nm,_CoarseGrid);
+
+    CoarseField src(_CoarseGrid);     src=1.0; 
+
+    ImplicitlyRestartedLanczos<CoarseField> IRL(ChebyOp,ChebyOp,ChebySmoothTester,Nstop,Nk,Nm,resid,MaxIt,betastp,MinRes);
+    int Nconv=0;
+    IRL.calc(evals_coarse,evec_coarse,src,Nconv,false);
+    assert(Nconv>=Nstop);
+    evals_coarse.resize(Nstop);
+    evec_coarse.resize (Nstop,_CoarseGrid);
+    for (int i=0;i<Nstop;i++){
+      std::cout << i << " Coarse eval = " << evals_coarse[i]  << std::endl;
+    }
+  }
+};
+
+}
+#endif