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@@ -222,7 +222,29 @@ class GeneralProduct<Lhs, Rhs, InnerProduct>
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***********************************************************************/
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namespace internal {
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template<int StorageOrder> struct outer_product_selector;
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// Column major
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template<typename ProductType, typename Dest, typename Func>
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EIGEN_DONT_INLINE void outer_product_selector_run(const ProductType& prod, Dest& dest, const Func& func, const false_type&)
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{
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typedef typename Dest::Index Index;
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// FIXME make sure lhs is sequentially stored
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// FIXME not very good if rhs is real and lhs complex while alpha is real too
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const Index cols = dest.cols();
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for (Index j=0; j<cols; ++j)
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func(dest.col(j), prod.rhs().coeff(j) * prod.lhs());
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}
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// Row major
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template<typename ProductType, typename Dest, typename Func>
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EIGEN_DONT_INLINE void outer_product_selector_run(const ProductType& prod, Dest& dest, const Func& func, const true_type&) {
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typedef typename Dest::Index Index;
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// FIXME make sure rhs is sequentially stored
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// FIXME not very good if lhs is real and rhs complex while alpha is real too
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const Index rows = dest.rows();
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for (Index i=0; i<rows; ++i)
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func(dest.row(i), prod.lhs().coeff(i) * prod.rhs());
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}
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template<typename Lhs, typename Rhs>
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struct traits<GeneralProduct<Lhs,Rhs,OuterProduct> >
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@@ -235,6 +257,8 @@ template<typename Lhs, typename Rhs>
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class GeneralProduct<Lhs, Rhs, OuterProduct>
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: public ProductBase<GeneralProduct<Lhs,Rhs,OuterProduct>, Lhs, Rhs>
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{
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template<typename T> struct IsRowMajor : internal::conditional<(int(T::Flags)&RowMajorBit), internal::true_type, internal::false_type>::type {};
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public:
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EIGEN_PRODUCT_PUBLIC_INTERFACE(GeneralProduct)
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@@ -243,41 +267,39 @@ class GeneralProduct<Lhs, Rhs, OuterProduct>
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EIGEN_STATIC_ASSERT((internal::is_same<typename Lhs::RealScalar, typename Rhs::RealScalar>::value),
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YOU_MIXED_DIFFERENT_NUMERIC_TYPES__YOU_NEED_TO_USE_THE_CAST_METHOD_OF_MATRIXBASE_TO_CAST_NUMERIC_TYPES_EXPLICITLY)
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}
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struct set { template<typename Dst, typename Src> void operator()(const Dst& dst, const Src& src) const { dst.const_cast_derived() = src; } };
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struct add { template<typename Dst, typename Src> void operator()(const Dst& dst, const Src& src) const { dst.const_cast_derived() += src; } };
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struct sub { template<typename Dst, typename Src> void operator()(const Dst& dst, const Src& src) const { dst.const_cast_derived() -= src; } };
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struct adds {
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Scalar m_scale;
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adds(const Scalar& s) : m_scale(s) {}
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template<typename Dst, typename Src> void operator()(const Dst& dst, const Src& src) const {
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dst.const_cast_derived() += m_scale * src;
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}
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};
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template<typename Dest>
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inline void evalTo(Dest& dest) const {
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internal::outer_product_selector_run(*this, dest, set(), IsRowMajor<Dest>());
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}
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template<typename Dest>
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inline void addTo(Dest& dest) const {
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internal::outer_product_selector_run(*this, dest, add(), IsRowMajor<Dest>());
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}
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template<typename Dest> void scaleAndAddTo(Dest& dest, Scalar alpha) const
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template<typename Dest>
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inline void subTo(Dest& dest) const {
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internal::outer_product_selector_run(*this, dest, sub(), IsRowMajor<Dest>());
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}
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template<typename Dest> void scaleAndAddTo(Dest& dest, const Scalar& alpha) const
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{
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internal::outer_product_selector<(int(Dest::Flags)&RowMajorBit) ? RowMajor : ColMajor>::run(*this, dest, alpha);
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internal::outer_product_selector_run(*this, dest, adds(alpha), IsRowMajor<Dest>());
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}
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};
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namespace internal {
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template<> struct outer_product_selector<ColMajor> {
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template<typename ProductType, typename Dest>
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static EIGEN_DONT_INLINE void run(const ProductType& prod, Dest& dest, typename ProductType::Scalar alpha) {
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typedef typename Dest::Index Index;
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// FIXME make sure lhs is sequentially stored
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// FIXME not very good if rhs is real and lhs complex while alpha is real too
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const Index cols = dest.cols();
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for (Index j=0; j<cols; ++j)
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dest.col(j) += (alpha * prod.rhs().coeff(j)) * prod.lhs();
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}
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};
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template<> struct outer_product_selector<RowMajor> {
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template<typename ProductType, typename Dest>
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static EIGEN_DONT_INLINE void run(const ProductType& prod, Dest& dest, typename ProductType::Scalar alpha) {
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typedef typename Dest::Index Index;
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// FIXME make sure rhs is sequentially stored
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// FIXME not very good if lhs is real and rhs complex while alpha is real too
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const Index rows = dest.rows();
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for (Index i=0; i<rows; ++i)
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dest.row(i) += (alpha * prod.lhs().coeff(i)) * prod.rhs();
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}
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};
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} // end namespace internal
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/***********************************************************************
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* Implementation of General Matrix Vector Product
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***********************************************************************/
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@@ -320,7 +342,7 @@ class GeneralProduct<Lhs, Rhs, GemvProduct>
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enum { Side = Lhs::IsVectorAtCompileTime ? OnTheLeft : OnTheRight };
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typedef typename internal::conditional<int(Side)==OnTheRight,_LhsNested,_RhsNested>::type MatrixType;
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template<typename Dest> void scaleAndAddTo(Dest& dst, Scalar alpha) const
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template<typename Dest> void scaleAndAddTo(Dest& dst, const Scalar& alpha) const
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{
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eigen_assert(m_lhs.rows() == dst.rows() && m_rhs.cols() == dst.cols());
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internal::gemv_selector<Side,(int(MatrixType::Flags)&RowMajorBit) ? RowMajor : ColMajor,
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@@ -335,7 +357,7 @@ template<int StorageOrder, bool BlasCompatible>
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struct gemv_selector<OnTheLeft,StorageOrder,BlasCompatible>
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{
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template<typename ProductType, typename Dest>
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static void run(const ProductType& prod, Dest& dest, typename ProductType::Scalar alpha)
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static void run(const ProductType& prod, Dest& dest, const typename ProductType::Scalar& alpha)
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{
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Transpose<Dest> destT(dest);
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enum { OtherStorageOrder = StorageOrder == RowMajor ? ColMajor : RowMajor };
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@@ -384,7 +406,7 @@ struct gemv_static_vector_if<Scalar,Size,MaxSize,true>
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template<> struct gemv_selector<OnTheRight,ColMajor,true>
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{
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template<typename ProductType, typename Dest>
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static inline void run(const ProductType& prod, Dest& dest, typename ProductType::Scalar alpha)
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static inline void run(const ProductType& prod, Dest& dest, const typename ProductType::Scalar& alpha)
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{
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typedef typename ProductType::Index Index;
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typedef typename ProductType::LhsScalar LhsScalar;
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@@ -457,7 +479,7 @@ template<> struct gemv_selector<OnTheRight,ColMajor,true>
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template<> struct gemv_selector<OnTheRight,RowMajor,true>
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{
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template<typename ProductType, typename Dest>
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static void run(const ProductType& prod, Dest& dest, typename ProductType::Scalar alpha)
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static void run(const ProductType& prod, Dest& dest, const typename ProductType::Scalar& alpha)
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{
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typedef typename ProductType::LhsScalar LhsScalar;
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typedef typename ProductType::RhsScalar RhsScalar;
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@@ -508,7 +530,7 @@ template<> struct gemv_selector<OnTheRight,RowMajor,true>
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template<> struct gemv_selector<OnTheRight,ColMajor,false>
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{
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template<typename ProductType, typename Dest>
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static void run(const ProductType& prod, Dest& dest, typename ProductType::Scalar alpha)
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static void run(const ProductType& prod, Dest& dest, const typename ProductType::Scalar& alpha)
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{
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typedef typename Dest::Index Index;
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// TODO makes sure dest is sequentially stored in memory, otherwise use a temp
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@@ -521,7 +543,7 @@ template<> struct gemv_selector<OnTheRight,ColMajor,false>
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template<> struct gemv_selector<OnTheRight,RowMajor,false>
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{
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template<typename ProductType, typename Dest>
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static void run(const ProductType& prod, Dest& dest, typename ProductType::Scalar alpha)
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static void run(const ProductType& prod, Dest& dest, const typename ProductType::Scalar& alpha)
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{
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typedef typename Dest::Index Index;
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// TODO makes sure rhs is sequentially stored in memory, otherwise use a temp
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