Merge branch 'coppolachan-master'

README

@@ -33,6 +33,8 @@ MPI parallelism is UNIMPLEMENTED and for now only OpenMP and SIMD parallelism is
 by setting variables in the command line or in the environment.  Here
 is are examples:
 
+     ./configure CXX=clang++ CXXFLAGS="-std=c++11 -O3 -msse4" --enable-simd=SSE4
+
      ./configure CXX=clang++ CXXFLAGS="-std=c++11 -O3 -mavx" --enable-simd=AVX1
 
      ./configure CXX=clang++ CXXFLAGS="-std=c++11 -O3 -mavx2" --enable-simd=AVX2

README.md

@@ -37,6 +37,8 @@ MPI, OpenMP, and SIMD parallelism are present in the library.
 by setting variables in the command line or in the environment.  Here
 are examples:
 
+     ./configure CXX=clang++ CXXFLAGS="-std=c++11 -O3 -msse4" --enable-simd=SSE4
+
      ./configure CXX=clang++ CXXFLAGS="-std=c++11 -O3 -mavx" --enable-simd=AVX1
 
      ./configure CXX=clang++ CXXFLAGS="-std=c++11 -O3 -mavx2" --enable-simd=AVX2

configure

@@ -4503,6 +4503,11 @@ _ACEOF
 
 
 # Checks for library functions.
+echo
+echo Checking libraries
+echo :::::::::::::::::::::::::::::::::::::::::::
+
+
 for ac_func in gettimeofday
 do :
   ac_fn_cxx_check_func "$LINENO" "gettimeofday" "ac_cv_func_gettimeofday"
@@ -4515,6 +4520,105 @@ fi
 done
 
 
+{ $as_echo "$as_me:${as_lineno-$LINENO}: checking for __gmpf_init in -lgmp" >&5
+$as_echo_n "checking for __gmpf_init in -lgmp... " >&6; }
+if ${ac_cv_lib_gmp___gmpf_init+:} false; then :
+  $as_echo_n "(cached) " >&6
+else
+  ac_check_lib_save_LIBS=$LIBS
+LIBS="-lgmp  $LIBS"
+cat confdefs.h - <<_ACEOF >conftest.$ac_ext
+/* end confdefs.h.  */
+
+/* Override any GCC internal prototype to avoid an error.
+   Use char because int might match the return type of a GCC
+   builtin and then its argument prototype would still apply.  */
+#ifdef __cplusplus
+extern "C"
+#endif
+char __gmpf_init ();
+int
+main ()
+{
+return __gmpf_init ();
+  ;
+  return 0;
+}
+_ACEOF
+if ac_fn_cxx_try_link "$LINENO"; then :
+  ac_cv_lib_gmp___gmpf_init=yes
+else
+  ac_cv_lib_gmp___gmpf_init=no
+fi
+rm -f core conftest.err conftest.$ac_objext \
+    conftest$ac_exeext conftest.$ac_ext
+LIBS=$ac_check_lib_save_LIBS
+fi
+{ $as_echo "$as_me:${as_lineno-$LINENO}: result: $ac_cv_lib_gmp___gmpf_init" >&5
+$as_echo "$ac_cv_lib_gmp___gmpf_init" >&6; }
+if test "x$ac_cv_lib_gmp___gmpf_init" = xyes; then :
+  cat >>confdefs.h <<_ACEOF
+#define HAVE_LIBGMP 1
+_ACEOF
+
+  LIBS="-lgmp $LIBS"
+
+else
+  as_fn_error $? "GNU Multiple Precision GMP library was not found in your system.
+Please install or provide the correct path to your installation
+Info at: http://www.gmplib.org" "$LINENO" 5
+fi
+
+
+{ $as_echo "$as_me:${as_lineno-$LINENO}: checking for mpfr_init in -lmpfr" >&5
+$as_echo_n "checking for mpfr_init in -lmpfr... " >&6; }
+if ${ac_cv_lib_mpfr_mpfr_init+:} false; then :
+  $as_echo_n "(cached) " >&6
+else
+  ac_check_lib_save_LIBS=$LIBS
+LIBS="-lmpfr  $LIBS"
+cat confdefs.h - <<_ACEOF >conftest.$ac_ext
+/* end confdefs.h.  */
+
+/* Override any GCC internal prototype to avoid an error.
+   Use char because int might match the return type of a GCC
+   builtin and then its argument prototype would still apply.  */
+#ifdef __cplusplus
+extern "C"
+#endif
+char mpfr_init ();
+int
+main ()
+{
+return mpfr_init ();
+  ;
+  return 0;
+}
+_ACEOF
+if ac_fn_cxx_try_link "$LINENO"; then :
+  ac_cv_lib_mpfr_mpfr_init=yes
+else
+  ac_cv_lib_mpfr_mpfr_init=no
+fi
+rm -f core conftest.err conftest.$ac_objext \
+    conftest$ac_exeext conftest.$ac_ext
+LIBS=$ac_check_lib_save_LIBS
+fi
+{ $as_echo "$as_me:${as_lineno-$LINENO}: result: $ac_cv_lib_mpfr_mpfr_init" >&5
+$as_echo "$ac_cv_lib_mpfr_mpfr_init" >&6; }
+if test "x$ac_cv_lib_mpfr_mpfr_init" = xyes; then :
+  cat >>confdefs.h <<_ACEOF
+#define HAVE_LIBMPFR 1
+_ACEOF
+
+  LIBS="-lmpfr $LIBS"
+
+else
+  as_fn_error $? "GNU Multiple Precision MPFR library was not found in your system.
+Please install or provide the correct path to your installation
+Info at: http://www.mpfr.org/" "$LINENO" 5
+fi
+
 
 
 

configure.ac

@@ -3,7 +3,7 @@
 #
 # Project Grid package  
 # 
-# Time-stamp: <2015-05-18 17:14:20 neo>
+# Time-stamp: <2015-05-19 13:51:08 neo>
 
 AC_PREREQ([2.69])
 AC_INIT([Grid], [1.0], [paboyle@ph.ed.ac.uk])
@@ -46,8 +46,22 @@ AC_TYPE_UINT32_T
 AC_TYPE_UINT64_T
 
 # Checks for library functions.
+echo
+echo Checking libraries 
+echo :::::::::::::::::::::::::::::::::::::::::::
+
+
 AC_CHECK_FUNCS([gettimeofday])
 
+AC_CHECK_LIB([gmp],[__gmpf_init],,
+        [AC_MSG_ERROR(GNU Multiple Precision GMP library was not found in your system.
+Please install or provide the correct path to your installation
+Info at: http://www.gmplib.org)])
+
+AC_CHECK_LIB([mpfr],[mpfr_init],,
+        [AC_MSG_ERROR(GNU Multiple Precision MPFR library was not found in your system.
+Please install or provide the correct path to your installation
+Info at: http://www.mpfr.org/)])
 
 
 

lib/Grid_config.h

@@ -36,6 +36,12 @@
 /* Define to 1 if you have the <inttypes.h> header file. */
 #define HAVE_INTTYPES_H 1
 
+/* Define to 1 if you have the `gmp' library (-lgmp). */
+#define HAVE_LIBGMP 1
+
+/* Define to 1 if you have the `mpfr' library (-lmpfr). */
+#define HAVE_LIBMPFR 1
+
 /* Define to 1 if you have the <malloc.h> header file. */
 #define HAVE_MALLOC_H 1
 

lib/Grid_config.h.in

@@ -35,6 +35,12 @@
 /* Define to 1 if you have the <inttypes.h> header file. */
 #undef HAVE_INTTYPES_H
 
+/* Define to 1 if you have the `gmp' library (-lgmp). */
+#undef HAVE_LIBGMP
+
+/* Define to 1 if you have the `mpfr' library (-lmpfr). */
+#undef HAVE_LIBMPFR
+
 /* Define to 1 if you have the <malloc.h> header file. */
 #undef HAVE_MALLOC_H
 

lib/Makefile.am

@@ -95,5 +95,8 @@ nobase_include_HEADERS = algorithms/approx/bigfloat.h\
 	simd/Grid_vComplexF.h					\
 	simd/Grid_vInteger.h					\
 	simd/Grid_vRealD.h					\
-	simd/Grid_vRealF.h
+	simd/Grid_vRealF.h					\
+	simd/Grid_vector_types.h				\
+	simd/Grid_sse4.h					
+
 

lib/simd/Grid_sse4.h

@@ -0,0 +1,194 @@
+//----------------------------------------------------------------------
+/*! @file Grid_sse4.h
+  @brief Optimization libraries
+*/
+// Time-stamp: <2015-05-19 17:06:51 neo>
+//----------------------------------------------------------------------
+
+#include <pmmintrin.h>
+
+namespace Optimization {
+  
+  struct Vsplat{
+    //Complex float
+    inline __m128 operator()(float a, float b){
+      return _mm_set_ps(b,a,b,a);
+    }
+    // Real float
+    inline __m128 operator()(float a){
+      return _mm_set_ps(a,a,a,a);
+    }
+    //Complex double
+    inline __m128d operator()(double a, double b){
+      return _mm_set_pd(b,a);
+    }
+    //Real double
+    inline __m128d operator()(double a){
+      return _mm_set_pd(a,a);
+    }
+    //Integer
+    inline __m128i operator()(Integer a){
+      return _mm_set1_epi32(a);
+    }
+  };
+
+  struct Vstore{
+    //Float 
+    inline void operator()(__m128 a, float* F){
+      _mm_store_ps(F,a);
+    }
+    //Double
+    inline void operator()(__m128d a, double* D){
+      _mm_store_pd(D,a);
+    }
+    //Integer
+    inline void operator()(__m128i a, Integer* I){
+      _mm_store_si128((__m128i *)I,a);
+    }
+
+  };
+
+
+
+  struct Vset{
+    // Complex float 
+    inline __m128 operator()(Grid::ComplexF *a){
+      return _mm_set_ps(a[1].imag(), a[1].real(),a[0].imag(),a[0].real());
+    }
+    // Complex double 
+    inline __m128d operator()(Grid::ComplexD *a){
+      return _mm_set_pd(a[0].imag(),a[0].real());
+    }
+    // Real float 
+    inline __m128 operator()(float *a){
+      return _mm_set_ps(a[3],a[2],a[1],a[0]);
+    }
+    // Real double
+    inline __m128d operator()(double *a){
+      return _mm_set_pd(a[1],a[0]);
+    }
+    // Integer
+    inline __m128i operator()(Integer *a){
+      return _mm_set_epi32(a[0],a[1],a[2],a[3]);
+    }
+
+
+  };
+
+  struct Reduce{
+    //Complex float
+    inline Grid::ComplexF operator()(__m128 in){
+      union {
+	__m128 v1;  
+	float f[4]; 
+      } u128;
+      u128.v1 = _mm_add_ps(in, _mm_shuffle_ps(in,in, 0b01001110)); // FIXME Prefer to use _MM_SHUFFLE macros
+      return Grid::ComplexF(u128.f[0], u128.f[1]);   
+    }
+    //Complex double
+    inline Grid::ComplexD operator()(__m128d in){
+      printf("Missing complex double implementation -> FIX\n");
+      return Grid::ComplexD(0,0); // FIXME wrong
+    }
+
+
+
+  };
+
+
+  /////////////////////////////////////////////////////
+  // Arithmetic operations
+  /////////////////////////////////////////////////////
+  struct Sum{
+    //Complex/Real float
+    inline __m128 operator()(__m128 a, __m128 b){
+      return _mm_add_ps(a,b);
+    }
+    //Complex/Real double
+    inline __m128d operator()(__m128d a, __m128d b){
+      return _mm_add_pd(a,b);
+    }
+    //Integer
+    inline __m128i operator()(__m128i a, __m128i b){
+      return _mm_add_epi32(a,b);
+    }
+  };
+
+  struct Sub{
+    //Complex/Real float
+    inline __m128 operator()(__m128 a, __m128 b){
+      return _mm_sub_ps(a,b);
+    }
+    //Complex/Real double
+    inline __m128d operator()(__m128d a, __m128d b){
+      return _mm_sub_pd(a,b);
+    }
+    //Integer
+    inline __m128i operator()(__m128i a, __m128i b){
+      return _mm_sub_epi32(a,b);
+    }
+  };
+
+  struct MultComplex{
+    // Complex float
+    inline __m128 operator()(__m128 a, __m128 b){
+      __m128 ymm0,ymm1,ymm2;
+      ymm0 = _mm_shuffle_ps(a,a,_MM_SHUFFLE(2,2,0,0)); // ymm0 <- ar ar,
+      ymm0 = _mm_mul_ps(ymm0,b);        // ymm0 <- ar bi, ar br
+      ymm1 = _mm_shuffle_ps(b,b,_MM_SHUFFLE(2,3,0,1)); // ymm1 <- br,bi
+      ymm2 = _mm_shuffle_ps(a,a,_MM_SHUFFLE(3,3,1,1)); // ymm2 <- ai,ai
+      ymm1 = _mm_mul_ps(ymm1,ymm2);       // ymm1 <- br ai, ai bi
+      return _mm_addsub_ps(ymm0,ymm1);    
+    }
+    // Complex double
+    inline __m128d operator()(__m128d a, __m128d b){
+      __m128d ymm0,ymm1,ymm2;
+      ymm0 = _mm_shuffle_pd(a,a,0x0); // ymm0 <- ar ar,
+      ymm0 = _mm_mul_pd(ymm0,b);        // ymm0 <- ar bi, ar br
+      ymm1 = _mm_shuffle_pd(b,b,0x1); // ymm1 <- br,bi   b01
+      ymm2 = _mm_shuffle_pd(a,a,0x3); // ymm2 <- ai,ai   b11
+      ymm1 = _mm_mul_pd(ymm1,ymm2);       // ymm1 <- br ai, ai bi
+      return _mm_addsub_pd(ymm0,ymm1);  
+    }
+  };
+
+  struct Mult{
+    // Real float
+    inline __m128 operator()(__m128 a, __m128 b){
+      return _mm_mul_ps(a,b);
+    }
+    // Real double
+    inline __m128d operator()(__m128d a, __m128d b){
+      return _mm_mul_pd(a,b);
+    }
+    // Integer
+    inline __m128i operator()(__m128i a, __m128i b){
+      return _mm_mul_epi32(a,b);
+    }
+
+  };
+
+
+
+
+}
+
+// Here assign types 
+namespace Grid {
+  typedef __m128 SIMD_Ftype;  // Single precision type
+  typedef __m128d SIMD_Dtype; // Double precision type
+  typedef __m128i SIMD_Itype; // Integer type
+
+
+  // Function names
+  typedef Optimization::Vsplat VsplatSIMD;
+  typedef Optimization::Vstore VstoreSIMD;
+
+  // Arithmetic operations
+  typedef Optimization::Sum         SumSIMD;
+  typedef Optimization::Sub         SubSIMD;
+  typedef Optimization::Mult        MultSIMD;
+  typedef Optimization::MultComplex MultComplexSIMD;
+  typedef Optimization::Vset        VsetSIMD;
+
+}

lib/simd/Grid_vector_types.h

@@ -1,6 +1,14 @@
+//---------------------------------------------------------------------------
+/*! @file Grid_vector_types.h
+  @brief Defines templated class Grid_simd to deal with inner vector types
+*/
+// Time-stamp: <2015-05-19 17:20:36 neo>
+//---------------------------------------------------------------------------
 #ifndef GRID_VECTOR_TYPES
 #define GRID_VECTOR_TYPES
 
+#include "Grid_sse4.h"
+
 
 namespace Grid {
 
@@ -13,31 +21,32 @@ namespace Grid {
     struct RealPart< std::complex<T> >{
     typedef T type;
   };
-  ////////////////////////////////////////////////////////
 
+  ////////////////////////////////////////////////////////
   // Check for complexity with type traits
   template <typename T> 
     struct is_complex : std::false_type {};
   template < typename T > 
     struct is_complex< std::complex<T> >: std::true_type {};
   ////////////////////////////////////////////////////////
-
-
   // Define the operation templates functors
-  template < class SIMD, class Operation > 
+  // general forms to allow for vsplat syntax
-    SIMD binary(SIMD src_1, SIMD src_2, Operation op){
+  // need explicit declaration of types when used since
+  // clang cannot automatically determine the output type sometimes
+  template < class Out, class Input1, class Input2, class Operation > 
+    Out binary(Input1 src_1, Input2 src_2, Operation op){
     return op(src_1, src_2);
   } 
 
-  template < class SIMD, class Operation > 
+  template < class SIMDout, class Input, class Operation > 
-    SIMD unary(SIMD src, Operation op){
+    SIMDout unary(Input src, Operation op){
     return op(src);
   } 
+
   ///////////////////////////////////////////////
 
   /*
     @brief Grid_simd class for the SIMD vector type operations
-
    */
   template < class Scalar_type, class Vector_type > 
     class Grid_simd {
@@ -70,75 +79,90 @@ namespace Grid {
 
 
        
-       
     ///////////////////////////////////////////////
     // mac, mult, sub, add, adj
-    // Should do an AVX2 version with mac.
     ///////////////////////////////////////////////
     friend inline void mac (Grid_simd * __restrict__ y,const Grid_simd * __restrict__ a,const Grid_simd *__restrict__ x){ *y = (*a)*(*x)+(*y); };
     friend inline void mult(Grid_simd * __restrict__ y,const Grid_simd * __restrict__ l,const Grid_simd *__restrict__ r){ *y = (*l) * (*r); }
     friend inline void sub (Grid_simd * __restrict__ y,const Grid_simd * __restrict__ l,const Grid_simd *__restrict__ r){ *y = (*l) - (*r); }
     friend inline void add (Grid_simd * __restrict__ y,const Grid_simd * __restrict__ l,const Grid_simd *__restrict__ r){ *y = (*l) + (*r); }
+
+    //not for integer types... FIXME
     friend inline Grid_simd adj(const Grid_simd &in){ return conjugate(in); }
         
-    //////////////////////////////////
+    ///////////////////////////////////////////////
-    // Initialise to 1,0,i
+    // Initialise to 1,0,i for the correct types
-    //////////////////////////////////
+    ///////////////////////////////////////////////
     // if not complex overload here 
+    template <  class S = Scalar_type,typename std::enable_if < !is_complex < S >::value, int >::type = 0 > 
       friend inline void vone(Grid_simd &ret)      { vsplat(ret,1.0); }
+    template <  class S = Scalar_type,typename std::enable_if < !is_complex < S >::value, int >::type = 0 > 
       friend inline void vzero(Grid_simd &ret)     { vsplat(ret,0.0); }
     
     // overload for complex type
     template <  class S = Scalar_type,typename std::enable_if < is_complex < S >::value, int >::type = 0 > 
       friend inline void vone(Grid_simd &ret)      { vsplat(ret,1.0,0.0); }
     template < class S = Scalar_type,typename std::enable_if < is_complex < S >::value, int >::type = 0 > 
-    friend inline void vzero(Grid_simd &ret)     { vsplat(ret,0.0,0.0); }
+      friend inline void vzero(Grid_simd &ret)     { vsplat(ret,0.0,0.0); }// use xor?
     
     // For integral type
     template <  class S = Scalar_type,typename std::enable_if < std::is_integral < S >::value, int >::type = 0 > 
       friend inline void vone(Grid_simd &ret)      { vsplat(ret,1); }
     template <  class S = Scalar_type,typename std::enable_if < std::is_integral < S >::value, int >::type = 0 > 
       friend inline void vzero(Grid_simd &ret)      { vsplat(ret,0); }
-
+    template <  class S = Scalar_type,typename std::enable_if < std::is_integral < S >::value, int >::type = 0 > 
+      friend inline void vtrue (Grid_simd &ret){vsplat(ret,0xFFFFFFFF);}
+    template <  class S = Scalar_type,typename std::enable_if < std::is_integral < S >::value, int >::type = 0 > 
+      friend inline void vfalse(vInteger &ret){vsplat(ret,0);}
 
 
     // do not compile if real or integer, send an error message from the compiler
     template < class S = Scalar_type,typename std::enable_if < is_complex < S >::value, int >::type = 0 > 
     friend inline void vcomplex_i(Grid_simd &ret){ vsplat(ret,0.0,1.0);}
    
-
-    
-   
     ////////////////////////////////////
     // Arithmetic operator overloads +,-,*
     ////////////////////////////////////
     friend inline Grid_simd operator + (Grid_simd a, Grid_simd b)
     {
-      vComplexF ret;
+      Grid_simd ret;
-      // FIXME call the binary op
+      ret.v = binary<Vector_type>(a.v, b.v, SumSIMD());
       return ret;
     };
         
     friend inline Grid_simd operator - (Grid_simd a, Grid_simd b)
     {
-      vComplexF ret;
+      Grid_simd ret;
-      // FIXME call the binary op
+      ret.v = binary<Vector_type>(a.v, b.v, SubSIMD());
       return ret;
     };
         
+    // Distinguish between complex types and others
+    template < class S = Scalar_type, typename std::enable_if < is_complex < S >::value, int >::type = 0 >
       friend inline Grid_simd operator * (Grid_simd a, Grid_simd b)
       {
-	vComplexF ret;
+	Grid_simd ret;
-	// FIXME call the binary op
+	ret.v = binary<Vector_type>(a.v,b.v, MultComplexSIMD());
 	return ret;
       };
 
+    // Real/Integer types
+    template <  class S = Scalar_type,typename std::enable_if < !is_complex < S >::value, int >::type = 0 > 
+    friend inline Grid_simd operator * (Grid_simd a, Grid_simd b)
+      {
+	Grid_simd ret;
+	ret.v = binary<Vector_type>(a.v,b.v, MultSIMD());
+	return ret;
+      };
+    
+
+
 
     ////////////////////////////////////////////////////////////////////////
     // FIXME:  gonna remove these load/store, get, set, prefetch
     ////////////////////////////////////////////////////////////////////////
     friend inline void vset(Grid_simd &ret, Scalar_type *a){
-      // FIXME set 
+      ret.v = unary<Vector_type>(a, VsetSIMD());
     }
         
     ///////////////////////
@@ -155,26 +179,25 @@ namespace Grid {
     // this only for the complex version
     template < class S = Scalar_type, typename std::enable_if < is_complex < S >::value, int >::type = 0 > 
     friend inline void vsplat(Grid_simd &ret,Real a, Real b){
-      // FIXME add operator
+      ret.v = binary<Vector_type>(a, b, VsplatSIMD());
     }    
 
-    //if real fill with a, if complex fill with a in the real part
+    //if real fill with a, if complex fill with a in the real part (first function above)
     friend inline void vsplat(Grid_simd &ret,Real a){
-      // FIXME add operator
+      ret.v = unary<Vector_type>(a, VsplatSIMD());
     }    
 
 
-
     friend inline void vstore(const Grid_simd &ret, Scalar_type *a){
-      //FIXME
+      binary<void>(ret.v, (Real*)a, VstoreSIMD());
     }
+
     friend inline void vprefetch(const Grid_simd &v)
     {
       _mm_prefetch((const char*)&v.v,_MM_HINT_T0);
     }
 
 
-
     friend inline Scalar_type Reduce(const Grid_simd & in)
     {
       // FIXME add operator
@@ -221,6 +244,7 @@ namespace Grid {
     inline Grid_simd &operator *=(const Grid_simd &r) {
       *this = (*this)*r;
       return *this;
+      // return (*this)*r; ?
     }
     inline Grid_simd &operator +=(const Grid_simd &r) {
       *this = *this+r;
@@ -233,6 +257,12 @@ namespace Grid {
 
 
 
+     friend inline void permute(Grid_simd &y,Grid_simd b,int perm)
+      {
+        Gpermute<Grid_simd>(y,b,perm);
+      }
+
+     /*
     friend inline void permute(Grid_simd &y,Grid_simd b,int perm)
     {
       Gpermute<Grid_simd>(y,b,perm);
@@ -253,7 +283,7 @@ namespace Grid {
     {
       Gextract<Grid_simd,Scalar_type>(y,extracted);
     }
-
+     */
 
   };// end of Grid_simd class definition 
 
@@ -286,11 +316,11 @@ namespace Grid {
 
 
   // Define available types (now change names to avoid clashing)
-  typedef __m128 SIMD_type;// decided at compilation time
+
-  typedef Grid_simd< float                 , SIMD_type > MyRealF;
+  typedef Grid_simd< float                 , SIMD_Ftype > MyRealF;
-  typedef Grid_simd< double                , SIMD_type > MyRealD;
+  typedef Grid_simd< double                , SIMD_Dtype > MyRealD;
-  typedef Grid_simd< std::complex< float > , SIMD_type > MyComplexF;
+  typedef Grid_simd< std::complex< float > , SIMD_Ftype > MyComplexF;
-  typedef Grid_simd< std::complex< double >, SIMD_type > MyComplexD;
+  typedef Grid_simd< std::complex< double >, SIMD_Dtype > MyComplexD;
 
 
 

tests/Grid_main.cc

@@ -1,5 +1,9 @@
 #include "Grid.h"
 
+//DEBUG
+#include "simd/Grid_vector_types.h"
+
+
 using namespace std;
 using namespace Grid;
 using namespace Grid::QCD;
@@ -151,6 +155,39 @@ int main (int argc, char ** argv)
     
     scMat = sMat*scMat;  // LatticeSpinColourMatrix = LatticeSpinMatrix       * LatticeSpinColourMatrix
 
+
+
+#ifdef SSE4
+    ///////// Tests the new class Grid_simd 
+    std::complex<double> ctest(3.0,2.0);
+    std::complex<float> ctestf(3.0,2.0);
+    MyComplexF TestMe1(1.0); // fill real part
+    MyComplexD TestMe2(ctest);
+    MyComplexD TestMe3(ctest);// compiler generate conversion of basic types
+    //MyRealF TestMe5(ctest);// Must generate compiler error
+    MyRealD TestMe4(2.0); 
+ 
+    MyComplexF TestMe6(ctestf);
+    MyComplexF TestMe7(ctestf);  
+    
+    MyComplexD TheSum= TestMe2*TestMe3;
+    MyComplexF TheSumF= TestMe6*TestMe7;
+
+    double dsum[2];
+    _mm_store_pd(dsum, TheSum.v);
+    for (int i =0; i< 2; i++)
+      printf("%f\n", dsum[i]);
+
+    float fsum[4];
+    _mm_store_ps(fsum, TheSumF.v);
+    for (int i =0; i< 4; i++)
+      printf("%f\n", fsum[i]);
+
+    vstore(TheSum, &ctest);
+    std::cout << ctest<< std::endl;
+#endif
+    ///////////////////////
+
     // Non-lattice (const objects) * Lattice
     ColourMatrix cm;
     SpinColourMatrix scm;