Grid/lib/tensors/Tensor_inner.h

    /*************************************************************************************

    Grid physics library, www.github.com/paboyle/Grid 

    Source file: ./lib/tensors/Tensor_inner.h

    Copyright (C) 2015

Author: Azusa Yamaguchi <ayamaguc@staffmail.ed.ac.uk>
Author: Peter Boyle <paboyle@ph.ed.ac.uk>

    This program is free software; you can redistribute it and/or modify
    it under the terms of the GNU General Public License as published by
    the Free Software Foundation; either version 2 of the License, or
    (at your option) any later version.

    This program is distributed in the hope that it will be useful,
    but WITHOUT ANY WARRANTY; without even the implied warranty of
    MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
    GNU General Public License for more details.

    You should have received a copy of the GNU General Public License along
    with this program; if not, write to the Free Software Foundation, Inc.,
    51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.

    See the full license in the file "LICENSE" in the top level distribution directory
    *************************************************************************************/
    /*  END LEGAL */
#ifndef GRID_MATH_INNER_H
#define GRID_MATH_INNER_H
namespace Grid {
  ///////////////////////////////////////////////////////////////////////////////////////
  // innerProduct Scalar x Scalar -> Scalar
  // innerProduct Vector x Vector -> Scalar
  // innerProduct Matrix x Matrix -> Scalar
  ///////////////////////////////////////////////////////////////////////////////////////
  template<class sobj> inline RealD norm2(const sobj &arg){
    auto nrm = innerProductD(arg,arg);
    RealD ret = real(nrm);
    return ret;
  }
  //////////////////////////////////////
  // If single promote to double and sum 2x
  //////////////////////////////////////

inline ComplexD innerProductD(const ComplexF &l,const ComplexF &r){  return innerProduct(l,r); }
inline ComplexD innerProductD(const ComplexD &l,const ComplexD &r){  return innerProduct(l,r); }
inline RealD    innerProductD(const RealD    &l,const RealD    &r){  return innerProduct(l,r); }
inline RealD    innerProductD(const RealF    &l,const RealF    &r){  return innerProduct(l,r); }

inline vComplexD innerProductD(const vComplexD &l,const vComplexD &r){  return innerProduct(l,r); }
inline vRealD    innerProductD(const vRealD    &l,const vRealD    &r){  return innerProduct(l,r); }
inline vComplexD innerProductD(const vComplexF &l,const vComplexF &r){  
  vComplexD la,lb;
  vComplexD ra,rb;
  Optimization::PrecisionChange::StoD(l.v,la.v,lb.v);
  Optimization::PrecisionChange::StoD(r.v,ra.v,rb.v);
  return innerProduct(la,ra) + innerProduct(lb,rb); 
}
inline vRealD innerProductD(const vRealF &l,const vRealF &r){  
  vRealD la,lb;
  vRealD ra,rb;
  Optimization::PrecisionChange::StoD(l.v,la.v,lb.v);
  Optimization::PrecisionChange::StoD(r.v,ra.v,rb.v);
  return innerProduct(la,ra) + innerProduct(lb,rb); 
}

  template<class l,class r,int N> inline
  auto innerProductD (const iVector<l,N>& lhs,const iVector<r,N>& rhs) -> iScalar<decltype(innerProductD(lhs._internal[0],rhs._internal[0]))>
  {
    typedef decltype(innerProductD(lhs._internal[0],rhs._internal[0])) ret_t;
    iScalar<ret_t> ret;
    ret=zero;
    for(int c1=0;c1<N;c1++){
      ret._internal += innerProductD(lhs._internal[c1],rhs._internal[c1]);
    }
    return ret;
  }
  template<class l,class r,int N> inline
  auto innerProductD (const iMatrix<l,N>& lhs,const iMatrix<r,N>& rhs) -> iScalar<decltype(innerProductD(lhs._internal[0][0],rhs._internal[0][0]))>
  {
    typedef decltype(innerProductD(lhs._internal[0][0],rhs._internal[0][0])) ret_t;
    iScalar<ret_t> ret;
    iScalar<ret_t> tmp;
    ret=zero;
    for(int c1=0;c1<N;c1++){
    for(int c2=0;c2<N;c2++){
      ret._internal+=innerProductD(lhs._internal[c1][c2],rhs._internal[c1][c2]);
    }}
    return ret;
  }
  template<class l,class r> inline
  auto innerProductD (const iScalar<l>& lhs,const iScalar<r>& rhs) -> iScalar<decltype(innerProductD(lhs._internal,rhs._internal))>
  {
    typedef decltype(innerProductD(lhs._internal,rhs._internal)) ret_t;
    iScalar<ret_t> ret;
    ret._internal = innerProductD(lhs._internal,rhs._internal);
    return ret;
  }
  //////////////////////
  // Keep same precison
  //////////////////////
  template<class l,class r,int N> inline
  auto innerProduct (const iVector<l,N>& lhs,const iVector<r,N>& rhs) -> iScalar<decltype(innerProduct(lhs._internal[0],rhs._internal[0]))>
  {
    typedef decltype(innerProduct(lhs._internal[0],rhs._internal[0])) ret_t;
    iScalar<ret_t> ret;
    ret=zero;
    for(int c1=0;c1<N;c1++){
      ret._internal += innerProduct(lhs._internal[c1],rhs._internal[c1]);
    }
    return ret;
  }
  template<class l,class r,int N> inline
  auto innerProduct (const iMatrix<l,N>& lhs,const iMatrix<r,N>& rhs) -> iScalar<decltype(innerProduct(lhs._internal[0][0],rhs._internal[0][0]))>
  {
    typedef decltype(innerProduct(lhs._internal[0][0],rhs._internal[0][0])) ret_t;
    iScalar<ret_t> ret;
    iScalar<ret_t> tmp;
    ret=zero;
    for(int c1=0;c1<N;c1++){
    for(int c2=0;c2<N;c2++){
      ret._internal+=innerProduct(lhs._internal[c1][c2],rhs._internal[c1][c2]);
    }}
    return ret;
  }
  template<class l,class r> inline
  auto innerProduct (const iScalar<l>& lhs,const iScalar<r>& rhs) -> iScalar<decltype(innerProduct(lhs._internal,rhs._internal))>
  {
    typedef decltype(innerProduct(lhs._internal,rhs._internal)) ret_t;
    iScalar<ret_t> ret;
    ret._internal = innerProduct(lhs._internal,rhs._internal);
    return ret;
  }

}
#endif