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aka_types_expression.hh
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/**
* @file aka_types_expression.hh
* @author Nicolas Richart <nicolas.richart@epfl.ch>
* @date Sat Mar 26 22:20:09 2011
*
* @brief expressions template for types operations, inspired from a work of
* Alejandro Aragón
*
* @section LICENSE
*
* Copyright (©) 2010-2011 EPFL (Ecole Polytechnique Fédérale de Lausanne)
* Laboratory (LSMS - Laboratoire de Simulation en Mécanique des Solides)
*
* Akantu is free software: you can redistribute it and/or modify it under the
* terms of the GNU Lesser General Public License as published by the Free
* Software Foundation, either version 3 of the License, or (at your option) any
* later version.
*
* Akantu 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 Lesser General Public License for more
* details.
*
* You should have received a copy of the GNU Lesser General Public License
* along with Akantu. If not, see <http://www.gnu.org/licenses/>.
*
*/
/* -------------------------------------------------------------------------- */
#include "aka_types.hh"
#include "aka_math.hh"
#ifndef __AKANTU_AKA_TYPES_EXPRESSION_HH__
#define __AKANTU_AKA_TYPES_EXPRESSION_HH__
__BEGIN_AKANTU__
namespace types {
/* ------------------------------------------------------------------------ */
template <class E> struct ResultType;
/* ------------------------------------------------------------------------ */
template <class A>
class Expression {
public:
typedef A Type;
typedef typename A::Return Return;
typedef typename A::LeftVal LeftVal;
typedef typename A::RightVal RightVal;
Expression(const A & a) : exp(a) { };
Return operator() () { return exp; };
LeftVal left() const { return exp.left(); };
RightVal right() const { return exp.right(); };
private:
A & exp;
};
template <class L, class R, class Op>
class BinaryOperation {
public:
typedef const L & LeftVal;
typedef const R & RightVal;
typedef typename ResultType<Expression<BinaryOperation<L,R,Op> > >::Type Return;
typedef Op Operator;
BinaryOperation(LeftVal a, RightVal b) : _left(a), _right(b) {};
BinaryOperation(L & a, RightVal b) : _left(a), _right(b) {};
LeftVal left() const { return _left; };
RightVal right() const { return _right; };
inline Return operator() () const {
return Operator::apply(_left, _right);
}
private:
LeftVal _left;
RightVal _right;
};
/* ------------------------------------------------------------------------ */
template <class R, class Op>
class UnaryOperation {
public:
typedef const R & RightVal;
typedef const R & LeftVal;
typedef typename ResultType<Expression<UnaryOperation<R,Op> > >::Type Return;
typedef Op Operator;
UnaryOperation(RightVal b) : _right(b) {};
UnaryOperation(R & b) : _right(b) {};
RightVal right() const { return _right; };
inline Return operator() () const {
return Operator::apply(_right);
}
private:
RightVal _right;
};
/* ------------------------------------------------------------------------ */
class MultiplyOp;
class TransposeOp;
typedef Matrix Mat;
typedef Vector Vect;
typedef Expression<BinaryOperation<Matrix, Matrix, MultiplyOp> > MatxMat;
typedef Expression<BinaryOperation<Real, Matrix, MultiplyOp> > SxMat;
typedef Expression<UnaryOperation<Matrix, TransposeOp> > TrMat;
typedef Expression<UnaryOperation<Vector, TransposeOp> > TrVect;
template <> struct ResultType<Expression<BinaryOperation<Mat, Mat, MultiplyOp> > > { typedef Matrix Type; };
template <> struct ResultType<Expression<BinaryOperation<Mat, TrMat, MultiplyOp> > > { typedef Matrix Type; };
template <> struct ResultType<Expression<BinaryOperation<TrMat, TrMat, MultiplyOp> > > { typedef Matrix Type; };
template <> struct ResultType<Expression<BinaryOperation<TrMat, Mat, MultiplyOp> > > { typedef Matrix Type; };
template <> struct ResultType<Expression<BinaryOperation<Mat, SxMat, MultiplyOp> > > { typedef Matrix Type; };
template <> struct ResultType<Expression<BinaryOperation<SxMat, SxMat, MultiplyOp> > > { typedef Matrix Type; };
template <> struct ResultType<Expression<BinaryOperation<SxMat, Mat, MultiplyOp> > > { typedef Matrix Type; };
template <> struct ResultType<Expression<BinaryOperation<Vect, TrVect,MultiplyOp> > > { typedef Matrix Type; };
template <> struct ResultType<Expression<BinaryOperation<TrVect, Vect, MultiplyOp> > > { typedef Matrix Type; };
template <> struct ResultType<Expression<BinaryOperation<Mat, Vect, MultiplyOp> > > { typedef Vector Type; };
template <> struct ResultType<Expression<BinaryOperation<Real, Mat, MultiplyOp> > > { typedef Matrix Type; };
template <> struct ResultType<Expression<UnaryOperation<Vect, TransposeOp> > > { typedef Vector Type; };
template <> struct ResultType<Expression<UnaryOperation<Mat, TransposeOp> > > { typedef Matrix Type; };
template <> struct ResultType<Expression<UnaryOperation<TrMat, TransposeOp> > > { typedef Matrix Type; };
template <> struct ResultType<Expression<UnaryOperation<SxMat, TransposeOp> > > { typedef Matrix Type; };
/* ------------------------------------------------------------------------ */
class TransposeOp {
public:
TransposeOp() {};
};
/* ------------------------------------------------------------------------ */
class MultiplyOp {
public:
MultiplyOp() {};
template <class L, class R>
static inline typename ResultType<Expression<BinaryOperation<L, R, MultiplyOp> > >::Type apply(const L & a, const R & b) {
return apply(a, b);
}
/* ---------------------------------------------------------------------- */
/* Blas 2 */
/* ---------------------------------------------------------------------- */
/// @f[ y = A * x @f]
static inline Vector apply(const Mat & a, const Vect & x) {
Vector y(x.size());
Math::matVectMul<false>(a.rows(), a.cols(),
1., a.storage(), x.storage(),
0., y.storage());
return y;
}
/// @f[ y = A^t * x @f]
static inline Vector apply(const TrMat & at, const Vect & x) {
const Mat & a = at.right();
Vector y(x.size());
Math::matVectMul<false>(a.rows(), a.cols(),
1., a.storage(), x.storage(),
0., y.storage());
return y;
}
/* ---------------------------------------------------------------------- */
/* Blas 3 */
/* ---------------------------------------------------------------------- */
/// @f[ C = A * x^t @f]
static inline Mat apply(const Vect & x, const TrVect & yt) {
const Vect & y = yt.right();
Mat c(x.size(), y.size());
Math::matMul<false, true>(x.size(), y.size(), 1,
1., x.storage(), y.storage(),
0., c.storage());
return c;
}
/// @f[ y = A^t * x^t @f]
static inline Mat apply(const TrVect & xt, const Vect & y) {
const Vect & x = xt.right();
Mat c(y.size(), x.size());
Math::matMul<true, false>(y.size(), x.size(), 1,
1., x.storage(), y.storage(),
0., c.storage());
return c;
}
/// @f[ C = A * B @f]
static inline Mat apply(const Mat & a, const Mat & b) {
Mat c(a.rows(), b.cols());
Math::matMul<false, false>(a.rows(), b.cols(), a.cols(),
1., a.storage(), b.storage(),
0., c.storage());
return c;
}
/// @f[ C = A^t * B @f]
static inline Mat apply(const TrMat & at, const Mat & b) {
const Mat & a = at.right();
Mat c(a.rows(), b.cols());
Math::matMul<true, false>(a.rows(), b.cols(), a.cols(),
1., a.storage(), b.storage(),
0., c.storage());
return c;
}
/// @f[ C = A * B^t @f]
static inline Mat apply(const Mat & a, const TrMat & bt) {
const Mat & b = bt.right();
Mat c(a.rows(), b.cols());
Math::matMul<false, true>(a.rows(), b.cols(), a.cols(),
1., a.storage(), b.storage(),
0., c.storage());
return c;
}
/// @f[ C = A^t * B^t @f]
static inline Mat apply(const TrMat & at, const TrMat & bt) {
const Mat & a = at.right();
const Mat & b = bt.right();
Mat c(a.rows(), b.cols());
Math::matMul<true, true>(a.rows(), b.cols(), a.cols(),
1., a.storage(), b.storage(),
0., c.storage());
return c;
}
};
template<class A, class B>
typename ResultType<Expression<BinaryOperation<A, B, MultiplyOp> > >::Type operator* (const A & a, const A & b) {
return Expression<BinaryOperation<A,B,MultiplyOp> >(BinaryOperation<A,B,MultiplyOp>(a,b));
}
}; // namespace types
__END_AKANTU__
#endif /* __AKANTU_AKA_TYPES_EXPRESSION_HH__ */

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