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mirror of https://github.com/paboyle/Grid.git synced 2024-11-09 23:45:36 +00:00

fully generic SIMD

This commit is contained in:
Antonin Portelli 2016-11-19 01:32:39 +01:00
parent 042ae5b87c
commit b873504b90
4 changed files with 483 additions and 653 deletions

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@ -149,8 +149,14 @@ CXXFLAGS=$CXXFLAGS_CPY
LDFLAGS=$LDFLAGS_CPY
############### SIMD instruction selection
AC_ARG_ENABLE([simd],[AC_HELP_STRING([--enable-simd=<code>],
[select SIMD target (cf. README.md)])], [ac_SIMD=${enable_simd}], [ac_SIMD=GEN])
AC_ARG_ENABLE([simd],[AC_HELP_STRING([--enable-simd=code],
[select SIMD target (cf. README.md)])], [ac_SIMD=${enable_simd}], [ac_SIMD=GEN])
AC_ARG_ENABLE([gen-simd-width],
[AS_HELP_STRING([--enable-gen-simd-width=size],
[size (in bytes) of the generic SIMD vectors (default: 32)])],
[ac_gen_simd_width=$enable_gen_simd_width],
[ac_gen_simd_width=32])
case ${ax_cv_cxx_compiler_vendor} in
clang|gnu)
@ -179,8 +185,11 @@ case ${ax_cv_cxx_compiler_vendor} in
KNL)
AC_DEFINE([AVX512],[1],[AVX512 intrinsics])
SIMD_FLAGS='-march=knl';;
GEN256)
AC_DEFINE([GEN256],[1],[generic vector code])
GEN)
AC_DEFINE([GEN],[1],[generic vector code])
AC_DEFINE_UNQUOTED([GEN_SIMD_WIDTH],[$ac_gen_simd_width],
[generic SIMD vector width (in bytes)])
SIMD_GEN_WIDTH_MSG=" (width= $ac_gen_simd_width)"
SIMD_FLAGS='';;
QPX|BGQ)
AC_DEFINE([QPX],[1],[QPX intrinsics for BG/Q])
@ -211,8 +220,11 @@ case ${ax_cv_cxx_compiler_vendor} in
KNL)
AC_DEFINE([AVX512],[1],[AVX512 intrinsics for Knights Landing])
SIMD_FLAGS='-xmic-avx512';;
GEN256)
AC_DEFINE([GEN256],[1],[generic vector code])
GEN)
AC_DEFINE([GEN],[1],[generic vector code])
AC_DEFINE([GEN_SIMD_WIDTH],[$ac_gen_simd_width],
[generic SIMD vector width (in bytes)])
SIMD_GEN_WIDTH_MSG=" (width= $ac_gen_simd_width)"
SIMD_FLAGS='';;
*)
AC_MSG_ERROR(["SIMD option ${ac_SIMD} not supported by the Intel compiler"]);;
@ -382,7 +394,7 @@ os (target) : $target_os
compiler vendor : ${ax_cv_cxx_compiler_vendor}
compiler version : ${ax_cv_gxx_version}
----- BUILD OPTIONS -----------------------------------
SIMD : ${ac_SIMD}
SIMD : ${ac_SIMD}${SIMD_GEN_WIDTH_MSG}
Threading : ${ac_openmp}
Communications type : ${comms_type}
Default precision : ${ac_PRECISION}

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@ -0,0 +1,462 @@
/*************************************************************************************
Grid physics library, www.github.com/paboyle/Grid
Source file: ./lib/simd/Grid_generic.h
Copyright (C) 2015
Author: Antonin Portelli <antonin.portelli@me.com>
This program is free software; you can redistribute it and/or modify
it under the terms of the GNU General Public License as published by
the Free Software Foundation; either version 2 of the License, or
(at your option) any later version.
This program is distributed in the hope that it will be useful,
but WITHOUT ANY WARRANTY; without even the implied warranty of
MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
GNU General Public License for more details.
You should have received a copy of the GNU General Public License along
with this program; if not, write to the Free Software Foundation, Inc.,
51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
See the full license in the file "LICENSE" in the top level distribution directory
*************************************************************************************/
/* END LEGAL */
static_assert(GEN_SIMD_WIDTH % 16u == 0, "SIMD vector size is not an integer multiple of 16 bytes");
//#define VECTOR_LOOPS
// playing with compiler pragmas
#ifdef VECTOR_LOOPS
#ifdef __clang__
#define VECTOR_FOR(i, w, inc)\
_Pragma("clang loop unroll(full) vectorize(enable) interleave(enable) vectorize_width(w)")\
for (unsigned int i = 0; i < w; i += inc)
#elif defined __INTEL_COMPILER
#define VECTOR_FOR(i, w, inc)\
_Pragma("simd vectorlength(w*8)")\
for (unsigned int i = 0; i < w; i += inc)
#else
#define VECTOR_FOR(i, w, inc)\
for (unsigned int i = 0; i < w; i += inc)
#endif
#else
#define VECTOR_FOR(i, w, inc)\
for (unsigned int i = 0; i < w; i += inc)
#endif
namespace Grid {
namespace Optimization {
// type traits giving the number of elements for each vector type
template <typename T> struct W;
template <> struct W<double> {
constexpr static unsigned int c = GEN_SIMD_WIDTH/16u;
constexpr static unsigned int r = GEN_SIMD_WIDTH/8u;
};
template <> struct W<float> {
constexpr static unsigned int c = GEN_SIMD_WIDTH/8u;
constexpr static unsigned int r = GEN_SIMD_WIDTH/4u;
};
// SIMD vector types
template <typename T>
struct vec {
alignas(GEN_SIMD_WIDTH) T v[W<T>::r];
};
typedef vec<float> vecf;
typedef vec<double> vecd;
struct Vsplat{
// Complex
template <typename T>
inline vec<T> operator()(T a, T b){
vec<T> out;
VECTOR_FOR(i, W<T>::r, 2)
{
out.v[i] = a;
out.v[i+1] = b;
}
return out;
}
// Real
template <typename T>
inline vec<T> operator()(T a){
vec<T> out;
VECTOR_FOR(i, W<T>::r, 1)
{
out.v[i] = a;
}
return out;
}
// Integer
inline int operator()(Integer a){
return a;
}
};
struct Vstore{
// Real
template <typename T>
inline void operator()(vec<T> a, T *D){
*((vec<T> *)D) = a;
}
//Integer
inline void operator()(int a, Integer *I){
*I = a;
}
};
struct Vstream{
// Real
template <typename T>
inline void operator()(T * a, vec<T> b){
*((vec<T> *)a) = b;
}
};
struct Vset{
// Complex
template <typename T>
inline vec<T> operator()(std::complex<T> *a){
vec<T> out;
VECTOR_FOR(i, W<T>::c, 1)
{
out.v[2*i] = a[i].real();
out.v[2*i+1] = a[i].imag();
}
return out;
}
// Real
template <typename T>
inline vec<T> operator()(T *a){
vec<T> out;
out = *((vec<T> *)a);
return out;
}
// Integer
inline int operator()(Integer *a){
return *a;
}
};
/////////////////////////////////////////////////////
// Arithmetic operations
/////////////////////////////////////////////////////
struct Sum{
// Complex/Real
template <typename T>
inline vec<T> operator()(vec<T> a, vec<T> b){
vec<T> out;
VECTOR_FOR(i, W<T>::r, 1)
{
out.v[i] = a.v[i] + b.v[i];
}
return out;
}
//I nteger
inline int operator()(int a, int b){
return a + b;
}
};
struct Sub{
// Complex/Real
template <typename T>
inline vec<T> operator()(vec<T> a, vec<T> b){
vec<T> out;
VECTOR_FOR(i, W<T>::r, 1)
{
out.v[i] = a.v[i] - b.v[i];
}
return out;
}
//Integer
inline int operator()(int a, int b){
return a-b;
}
};
struct Mult{
// Real
template <typename T>
inline vec<T> operator()(vec<T> a, vec<T> b){
vec<T> out;
VECTOR_FOR(i, W<T>::r, 1)
{
out.v[i] = a.v[i]*b.v[i];
}
return out;
}
// Integer
inline int operator()(int a, int b){
return a*b;
}
};
#define cmul(a, b, c, i)\
c[i] = a[i]*b[i] - a[i+1]*b[i+1];\
c[i+1] = a[i]*b[i+1] + a[i+1]*b[i];
struct MultComplex{
// Complex
template <typename T>
inline vec<T> operator()(vec<T> a, vec<T> b){
vec<T> out;
VECTOR_FOR(i, W<T>::c, 1)
{
cmul(a.v, b.v, out.v, 2*i);
}
return out;
}
};
#undef cmul
struct Div{
// Real
template <typename T>
inline vec<T> operator()(vec<T> a, vec<T> b){
vec<T> out;
VECTOR_FOR(i, W<T>::r, 1)
{
out.v[i] = a.v[i]/b.v[i];
}
return out;
}
};
#define conj(a, b, i)\
b[i] = a[i];\
b[i+1] = -a[i+1];
struct Conj{
// Complex
template <typename T>
inline vec<T> operator()(vec<T> a){
vec<T> out;
VECTOR_FOR(i, W<T>::c, 1)
{
conj(a.v, out.v, 2*i);
}
return out;
}
};
#undef conj
#define timesmi(a, b, i)\
b[i] = a[i+1];\
b[i+1] = -a[i];
struct TimesMinusI{
// Complex
template <typename T>
inline vec<T> operator()(vec<T> a, vec<T> b){
vec<T> out;
VECTOR_FOR(i, W<T>::c, 1)
{
timesmi(a.v, out.v, 2*i);
}
return out;
}
};
#undef timesmi
#define timesi(a, b, i)\
b[i] = -a[i+1];\
b[i+1] = a[i];
struct TimesI{
// Complex
template <typename T>
inline vec<T> operator()(vec<T> a, vec<T> b){
vec<T> out;
VECTOR_FOR(i, W<T>::c, 1)
{
timesi(a.v, out.v, 2*i);
}
return out;
}
};
#undef timesi
//////////////////////////////////////////////
// Some Template specialization
#define perm(a, b, n, w)\
unsigned int _mask = w >> (n + 1);\
VECTOR_FOR(i, w, 1)\
{\
b[i] = a[i^_mask];\
}
#define DECL_PERMUTE_N(n)\
template <typename T>\
static inline vec<T> Permute##n(vec<T> in) {\
vec<T> out;\
perm(in.v, out.v, n, W<T>::r);\
return out;\
}
struct Permute{
DECL_PERMUTE_N(0);
DECL_PERMUTE_N(1);
DECL_PERMUTE_N(2);
DECL_PERMUTE_N(3);
};
#undef perm
#undef DECL_PERMUTE_N
#define rot(a, b, n, w)\
VECTOR_FOR(i, w, 1)\
{\
b[i] = a[(i + n)%w];\
}
struct Rotate{
template <typename T>
static inline vec<T> rotate(vec<T> in, int n){
vec<T> out;
rot(in.v, out.v, n, W<T>::r);
return out;
}
};
#undef rot
#define acc(v, a, off, step, n)\
for (unsigned int i = off; i < n; i += step)\
{\
a += v[i];\
}
template <typename Out_type, typename In_type>
struct Reduce{
//Need templated class to overload output type
//General form must generate error if compiled
inline Out_type operator()(In_type in){
printf("Error, using wrong Reduce function\n");
exit(1);
return 0;
}
};
//Complex float Reduce
template <>
inline Grid::ComplexF Reduce<Grid::ComplexF, vecf>::operator()(vecf in){
float a = 0.f, b = 0.f;
acc(in.v, a, 0, 2, W<float>::r);
acc(in.v, b, 1, 2, W<float>::r);
return Grid::ComplexF(a, b);
}
//Real float Reduce
template<>
inline Grid::RealF Reduce<Grid::RealF, vecf>::operator()(vecf in){
float a = 0.;
acc(in.v, a, 0, 1, W<float>::r);
return a;
}
//Complex double Reduce
template<>
inline Grid::ComplexD Reduce<Grid::ComplexD, vecd>::operator()(vecd in){
double a = 0., b = 0.;
acc(in.v, a, 0, 2, W<double>::r);
acc(in.v, b, 1, 2, W<double>::r);
return Grid::ComplexD(a, b);
}
//Real double Reduce
template<>
inline Grid::RealD Reduce<Grid::RealD, vecd>::operator()(vecd in){
double a = 0.f;
acc(in.v, a, 0, 1, W<double>::r);
return a;
}
//Integer Reduce
template<>
inline Integer Reduce<Integer, int>::operator()(int in){
return in;
}
}
//////////////////////////////////////////////////////////////////////////////////////
// Here assign types
typedef Optimization::vecf SIMD_Ftype; // Single precision type
typedef Optimization::vecd SIMD_Dtype; // Double precision type
typedef int SIMD_Itype; // Integer type
// prefetch utilities
inline void v_prefetch0(int size, const char *ptr){};
inline void prefetch_HINT_T0(const char *ptr){};
// Function name aliases
typedef Optimization::Vsplat VsplatSIMD;
typedef Optimization::Vstore VstoreSIMD;
typedef Optimization::Vset VsetSIMD;
typedef Optimization::Vstream VstreamSIMD;
template <typename S, typename T> using ReduceSIMD = Optimization::Reduce<S,T>;
// Arithmetic operations
typedef Optimization::Sum SumSIMD;
typedef Optimization::Sub SubSIMD;
typedef Optimization::Div DivSIMD;
typedef Optimization::Mult MultSIMD;
typedef Optimization::MultComplex MultComplexSIMD;
typedef Optimization::Conj ConjSIMD;
typedef Optimization::TimesMinusI TimesMinusISIMD;
typedef Optimization::TimesI TimesISIMD;
}

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@ -1,644 +0,0 @@
/*************************************************************************************
Grid physics library, www.github.com/paboyle/Grid
Source file: ./lib/simd/Grid_generic.h
Copyright (C) 2015
Author: Peter Boyle <paboyle@ph.ed.ac.uk>
Author: neo <cossu@post.kek.jp>
This program is free software; you can redistribute it and/or modify
it under the terms of the GNU General Public License as published by
the Free Software Foundation; either version 2 of the License, or
(at your option) any later version.
This program is distributed in the hope that it will be useful,
but WITHOUT ANY WARRANTY; without even the implied warranty of
MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
GNU General Public License for more details.
You should have received a copy of the GNU General Public License along
with this program; if not, write to the Free Software Foundation, Inc.,
51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
See the full license in the file "LICENSE" in the top level distribution directory
*************************************************************************************/
/* END LEGAL */
#ifndef GEN_SIMD_WIDTH
#define GEN_SIMD_DCOMPLEX_WIDTH 2
#endif
#include "Grid_generic.h"
namespace Grid {
namespace Optimization {
constexpr unsigned int dcw = GEN_SIMD_DCOMPLEX_WIDTH;
constexpr unsigned int fcw = 2*dcw;
constexpr unsigned int dw = 2*dcw;
constexpr unsigned int fw = 2*fcw;
struct vecf {
float v[fw];
};
struct vecd {
double v[dw];
};
struct Vsplat{
//Complex float
inline vecf operator()(float a, float b){
vecf out;
for (unsigned int i = 0; i < fw; i += 2)
{
out.v[i] = a;
out.v[i+1] = b;
}
return out;
}
// Real float
inline vecf operator()(float a){
vecf out;
for (unsigned int i = 0; i < fw; ++i)
{
out.v[i] = a;
}
return out;
}
//Complex double
inline vecd operator()(double a, double b){
vecd out;
for (unsigned int i = 0; i < dw; i += 2)
{
out.v[i] = a;
out.v[i+1] = b;
}
return out;
}
//Real double
inline vecd operator()(double a){
vecd out;
for (unsigned int i = 0; i < dw; ++i)
{
out.v[i] = a;
}
return out;
}
//Integer
inline int operator()(Integer a){
return a;
}
};
struct Vstore{
//Float
inline void operator()(vecf a, float* F){
memcpy(F,a.v,fw*sizeof(float));
}
//Double
inline void operator()(vecd a, double* D){
memcpy(D,a.v,dw*sizeof(double));
}
//Integer
inline void operator()(int a, Integer* I){
I[0] = a;
}
};
struct Vstream{
//Float
inline void operator()(float * a, vecf b){
memcpy(a,b.v,fw*sizeof(float));
}
//Double
inline void operator()(double * a, vecd b){
memcpy(a,b.v,dw*sizeof(double));
}
};
struct Vset{
// Complex float
inline vecf operator()(Grid::ComplexF *a){
vecf out;
for (unsigned int i = 0; i < fcw; ++i)
{
out.v[2*i] = a[i].real();
out.v[2*i+1] = a[i].imag();
}
return out;
}
// Complex double
inline vecd operator()(Grid::ComplexD *a){
vecd out;
for (unsigned int i = 0; i < dcw; ++i)
{
out.v[2*i] = a[i].real();
out.v[2*i+1] = a[i].imag();
}
return out;
}
// Real float
inline vecf operator()(float *a){
vecf out;
memcpy(out.v,a,fw*sizeof(float));
return out;
}
// Real double
inline vecd operator()(double *a){
vecd out;
memcpy(out.v,a,dw*sizeof(float));
return out;
}
// Integer
inline int operator()(Integer *a){
return a[0];
}
};
/////////////////////////////////////////////////////
// Arithmetic operations
/////////////////////////////////////////////////////
struct Sum{
//Complex/Real float
inline vecf operator()(vecf a, vecf b){
vecf out;
for (unsigned int i = 0; i < fw; ++i)
{
out.v[i] = a.v[i] + b.v[i];
}
return out;
}
//Complex/Real double
inline vecd operator()(vecd a, vecd b){
vecd out;
for (unsigned int i = 0; i < dw; ++i)
{
out.v[i] = a.v[i] + b.v[i];
}
return out;
}
//Integer
inline int operator()(int a, int b){
return a + b;
}
};
struct Sub{
//Complex/Real float
inline vecf operator()(vecf a, vecf b){
vecf out;
for (unsigned int i = 0; i < fw; ++i)
{
out.v[i] = a.v[i] - b.v[i];
}
return out;
}
//Complex/Real double
inline vecd operator()(vecd a, vecd b){
vecd out;
for (unsigned int i = 0; i < dw; ++i)
{
out.v[i] = a.v[i] - b.v[i];
}
return out;
}
//Integer
inline int operator()(int a, int b){
return a-b;
}
};
#define cmul(a, b, c, i)\
c[i] = a[i]*b[i] - a[i+1]*b[i+1];\
c[i+1] = a[i]*b[i+1] + a[i+1]*b[i];
struct MultComplex{
// Complex float
inline vecf operator()(vecf a, vecf b){
vecf out;
for (unsigned int i = 0; i < fcw; ++i)
{
cmul(a.v, b.v, out.v, 2*i);
}
return out;
}
// Complex double
inline vecd operator()(vecd a, vecd b){
vecd out;
for (unsigned int i = 0; i < dcw; ++i)
{
cmul(a.v, b.v, out.v, 2*i);
}
return out;
}
};
#undef cmul
struct Mult{
// Real float
inline vecf operator()(vecf a, vecf b){
vecf out;
for (unsigned int i = 0; i < fw; ++i)
{
out.v[i] = a.v[i]*b.v[i];
}
return out;
}
// Real double
inline vecd operator()(vecd a, vecd b){
vecd out;
for (unsigned int i = 0; i < dw; ++i)
{
out.v[i] = a.v[i]*b.v[i];
}
return out;
}
// Integer
inline int operator()(int a, int b){
return a*b;
}
};
struct Div{
// Real float
inline vecf operator()(vecf a, vecf b){
vecf out;
for (unsigned int i = 0; i < fw; ++i)
{
out.v[i] = a.v[i]/b.v[i];
}
return out;
}
// Real double
inline vecd operator()(vecd a, vecd b){
vecd out;
for (unsigned int i = 0; i < dw; ++i)
{
out.v[i] = a.v[i]/b.v[i];
}
return out;
}
};
#define conj(a, b, i)\
b[i] = a[i];\
b[i+1] = -a[i+1];
struct Conj{
// Complex single
inline vecf operator()(vecf in){
vecf out;
for (unsigned int i = 0; i < fcw; ++i)
{
conj(in.v, out.v, 2*i);
}
return out;
}
// Complex double
inline vecd operator()(vecd in){
vecd out;
for (unsigned int i = 0; i < dcw; ++i)
{
conj(in.v, out.v, 2*i);
}
return out;
}
};
#undef conj
#define timesmi(a, b, i)\
b[i] = a[i+1];\
b[i+1] = -a[i];
struct TimesMinusI{
// Complex single
inline vecf operator()(vecf in, vecf ret){
vecf out;
for (unsigned int i = 0; i < fcw; ++i)
{
timesmi(in.v, out.v, 2*i);
}
return out;
}
// Complex double
inline vecd operator()(vecd in, vecd ret){
vecd out;
for (unsigned int i = 0; i < dcw; ++i)
{
timesmi(in.v, out.v, 2*i);
}
return out;
}
};
#undef timesmi
#define timespi(a, b, i)\
b[i] = -a[i+1];\
b[i+1] = a[i];
struct TimesI{
// Complex single
inline vecf operator()(vecf in, vecf ret){
vecf out;
for (unsigned int i = 0; i < fcw; ++i)
{
timespi(in.v, out.v, 2*i);
}
return out;
}
// Complex double
inline vecd operator()(vecd in, vecd ret){
vecd out;
for (unsigned int i = 0; i < dcw; ++i)
{
timespi(in.v, out.v, 2*i);
}
return out;
}
};
#undef timespi
//////////////////////////////////////////////
// Some Template specialization
struct Permute{
static inline vecf Permute0(vecf in){ //AB CD -> CD AB
vecf out;
out.v[0] = in.v[4];
out.v[1] = in.v[5];
out.v[2] = in.v[6];
out.v[3] = in.v[7];
out.v[4] = in.v[0];
out.v[5] = in.v[1];
out.v[6] = in.v[2];
out.v[7] = in.v[3];
return out;
};
static inline vecf Permute1(vecf in){ //AB CD -> BA DC
vecf out;
out.v[0] = in.v[2];
out.v[1] = in.v[3];
out.v[2] = in.v[0];
out.v[3] = in.v[1];
out.v[4] = in.v[6];
out.v[5] = in.v[7];
out.v[6] = in.v[4];
out.v[7] = in.v[5];
return out;
};
static inline vecf Permute2(vecf in){
vecf out;
out.v[0] = in.v[1];
out.v[1] = in.v[0];
out.v[2] = in.v[3];
out.v[3] = in.v[2];
out.v[4] = in.v[5];
out.v[5] = in.v[4];
out.v[6] = in.v[7];
out.v[7] = in.v[6];
return out;
};
static inline vecf Permute3(vecf in){
return in;
};
static inline vecd Permute0(vecd in){ //AB -> BA
vecd out;
out.v[0] = in.v[2];
out.v[1] = in.v[3];
out.v[2] = in.v[0];
out.v[3] = in.v[1];
return out;
};
static inline vecd Permute1(vecd in){
vecd out;
out.v[0] = in.v[1];
out.v[1] = in.v[0];
out.v[2] = in.v[3];
out.v[3] = in.v[2];
return out;
};
static inline vecd Permute2(vecd in){
return in;
};
static inline vecd Permute3(vecd in){
return in;
};
};
#define rot(a, b, n, w)\
for (unsigned int i = 0; i < w; ++i)\
{\
b[i] = a[(i + n)%w];\
}
struct Rotate{
static inline vecf rotate(vecf in, int n){
vecf out;
rot(in.v, out.v, n, fw);
return out;
}
static inline vecd rotate(vecd in,int n){
vecd out;
rot(in.v, out.v, n, dw);
return out;
}
};
#undef rot
#define acc(v, a, off, step, n)\
for (unsigned int i = off; i < n; i += step)\
{\
a += v[i];\
}
template <typename Out_type, typename In_type>
struct Reduce{
//Need templated class to overload output type
//General form must generate error if compiled
inline Out_type operator()(In_type in){
printf("Error, using wrong Reduce function\n");
exit(1);
return 0;
}
};
//Complex float Reduce
template<>
inline Grid::ComplexF Reduce<Grid::ComplexF, vecf>::operator()(vecf in){
float a = 0.f, b = 0.f;
acc(in.v, a, 0, 2, fw);
acc(in.v, b, 1, 2, fw);
return Grid::ComplexF(a, b);
}
//Real float Reduce
template<>
inline Grid::RealF Reduce<Grid::RealF, vecf>::operator()(vecf in){
float a = 0.;
acc(in.v, a, 0, 1, fw);
return a;
}
//Complex double Reduce
template<>
inline Grid::ComplexD Reduce<Grid::ComplexD, vecd>::operator()(vecd in){
double a = 0., b = 0.;
acc(in.v, a, 0, 2, dw);
acc(in.v, b, 1, 2, dw);
return Grid::ComplexD(a, b);
}
//Real double Reduce
template<>
inline Grid::RealD Reduce<Grid::RealD, vecd>::operator()(vecd in){
double a = 0.f;
acc(in.v, a, 0, 1, dw);
return a;
}
//Integer Reduce
template<>
inline Integer Reduce<Integer, int>::operator()(int in){
return in;
}
}
//////////////////////////////////////////////////////////////////////////////////////
// Here assign types
typedef Optimization::vecf SIMD_Ftype; // Single precision type
typedef Optimization::vecd SIMD_Dtype; // Double precision type
typedef int SIMD_Itype; // Integer type
// prefetch utilities
inline void v_prefetch0(int size, const char *ptr){};
inline void prefetch_HINT_T0(const char *ptr){};
// Function name aliases
typedef Optimization::Vsplat VsplatSIMD;
typedef Optimization::Vstore VstoreSIMD;
typedef Optimization::Vset VsetSIMD;
typedef Optimization::Vstream VstreamSIMD;
template <typename S, typename T> using ReduceSIMD = Optimization::Reduce<S,T>;
// Arithmetic operations
typedef Optimization::Sum SumSIMD;
typedef Optimization::Sub SubSIMD;
typedef Optimization::Div DivSIMD;
typedef Optimization::Mult MultSIMD;
typedef Optimization::MultComplex MultComplexSIMD;
typedef Optimization::Conj ConjSIMD;
typedef Optimization::TimesMinusI TimesMinusISIMD;
typedef Optimization::TimesI TimesISIMD;
}

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@ -38,8 +38,8 @@ directory
#ifndef GRID_VECTOR_TYPES
#define GRID_VECTOR_TYPES
#ifdef GEN256
#include "Grid_generic_256.h"
#ifdef GEN
#include "Grid_generic.h"
#endif
#ifdef SSE4
#include "Grid_sse4.h"