35 #ifndef _BLAZE_MATH_EXPRESSIONS_SVECTDVECMULTEXPR_H_
36 #define _BLAZE_MATH_EXPRESSIONS_SVECTDVECMULTEXPR_H_
97 template<
typename VT1
99 class SVecTDVecMultExpr :
public SparseMatrix< SVecTDVecMultExpr<VT1,VT2>, true >
100 ,
private VecTVecMultExpr
101 ,
private Computation
140 template<
typename MT >
143 enum { value = useAssign };
153 template<
typename T1,
typename T2,
typename T3 >
154 struct UseVectorizedKernel {
155 enum { value = T1::vectorizable && T3::vectorizable &&
168 template<
typename T1,
typename T2,
typename T3 >
169 struct UseDefaultKernel {
170 enum { value = !UseVectorizedKernel<T1,T2,T3>::value };
204 enum { smpAssignable = 0 };
283 return it_->value() *
v_;
413 return lhs_.nonZeros() *
rhs_.size();
425 return lhs_.nonZeros();
494 template<
typename T >
496 return (
lhs_.canAlias( alias ) ||
rhs_.canAlias( alias ) );
506 template<
typename T >
508 return (
lhs_.isAliased( alias ) ||
rhs_.isAliased( alias ) );
530 template<
typename MT >
540 LT x(
serial( rhs.lhs_ ) );
541 RT y(
serial( rhs.rhs_ ) );
548 SVecTDVecMultExpr::selectAssignKernel( ~lhs, x, y );
567 template<
typename MT
575 const ConstIterator
end( x.end() );
577 for( ConstIterator element=x.begin(); element!=
end; ++element ) {
579 for(
size_t j=0UL; j<y.size(); ++j ) {
580 (~A)(element->index(),j) = element->
value() * y[j];
602 template<
typename MT
605 static inline typename EnableIf< UseVectorizedKernel<MT,VT3,VT4> >::Type
606 selectAssignKernel( DenseMatrix<MT,false>& A,
const VT3& x,
const VT4& y )
610 typedef IntrinsicTrait<ElementType> IT;
611 typedef typename IT::Type IntrinsicType;
613 const ConstIterator
begin( x.begin() );
614 const ConstIterator
end ( x.end() );
616 for( ConstIterator element=
begin; element!=
end; ++element )
618 const IntrinsicType x1(
set( element->value() ) );
621 (~A).
store( element->index(), j, x1 * y.load(j) );
644 template<
typename MT >
645 friend inline typename EnableIf< UseAssign<MT> >::Type
655 LT x(
serial( rhs.lhs_ ) );
656 RT y(
serial( rhs.rhs_ ) );
663 const ConstIterator
end( x.end() );
665 for(
size_t i=0UL; i<y.size(); ++i ) {
667 for( ConstIterator element=x.begin(); element!=
end; ++element ) {
668 (~lhs)(element->index(),i) = element->
value() * y[i];
688 template<
typename MT >
700 LT x(
serial( rhs.lhs_ ) );
701 RT y(
serial( rhs.rhs_ ) );
708 const ConstIterator
begin( x.begin() );
709 const ConstIterator
end ( x.end() );
714 (~lhs).reserve(
begin->
index(), rhs.nonZeros() );
718 for( ConstIterator element=
begin; element!=
end; ++element ) {
720 for( ; index < element->index(); ++index ) {
721 (~lhs).finalize( index );
723 for(
size_t i=0UL; i<y.size(); ++i ) {
724 (~lhs).append( element->index(), i, element->value() * y[i] );
726 (~lhs).finalize( index++ );
730 for( ; index < x.size(); ++index ) {
731 (~lhs).finalize( index );
753 template<
typename MT >
754 friend inline typename EnableIf< UseAssign<MT> >::Type
765 LT x(
serial( rhs.lhs_ ) );
766 RT y(
serial( rhs.rhs_ ) );
773 const ConstIterator
begin( x.begin() );
774 const ConstIterator
end ( x.end() );
779 for(
size_t i=0UL; i<y.size(); ++i ) {
781 for( ConstIterator element=
begin; element!=
end; ++element ) {
782 (~lhs).append( element->index(), i, element->value() * y[i] );
785 (~lhs).finalize( i );
804 template<
typename MT >
814 LT x(
serial( rhs.lhs_ ) );
815 RT y(
serial( rhs.rhs_ ) );
822 SVecTDVecMultExpr::selectAddAssignKernel( ~lhs, x, y );
841 template<
typename MT
844 static inline typename EnableIf< UseDefaultKernel<MT,VT3,VT4> >::Type
845 selectAddAssignKernel( DenseMatrix<MT,false>& A,
const VT3& x,
const VT4& y )
849 const ConstIterator
end( x.end() );
851 for( ConstIterator element=x.begin(); element!=
end; ++element ) {
853 for(
size_t i=0UL; i<y.size(); ++i ) {
854 (~A)(element->index(),i) += element->
value() * y[i];
876 template<
typename MT
879 static inline typename EnableIf< UseVectorizedKernel<MT,VT3,VT4> >::Type
880 selectAddAssignKernel( DenseMatrix<MT,false>& A,
const VT3& x,
const VT4& y )
884 typedef IntrinsicTrait<ElementType> IT;
885 typedef typename IT::Type IntrinsicType;
887 const ConstIterator
begin( x.begin() );
888 const ConstIterator
end ( x.end() );
890 for( ConstIterator element=
begin; element!=
end; ++element )
892 const IntrinsicType x1(
set( element->value() ) );
895 (~A).
store( element->index(), j, (~A).
load(element->index(),j) + x1 * y.load(j) );
918 template<
typename MT >
919 friend inline typename EnableIf< UseAssign<MT> >::Type
929 LT x(
serial( rhs.lhs_ ) );
930 RT y(
serial( rhs.rhs_ ) );
937 const ConstIterator
end( x.end() );
939 for(
size_t i=0UL; i<y.size(); ++i ) {
941 for( ConstIterator element=x.begin(); element!=
end; ++element ) {
942 (~lhs)(element->index(),i) += element->
value() * y[i];
967 template<
typename MT >
977 LT x(
serial( rhs.lhs_ ) );
978 RT y(
serial( rhs.rhs_ ) );
985 SVecTDVecMultExpr::selectSubAssignKernel( ~lhs, x, y );
1004 template<
typename MT
1007 static inline typename EnableIf< UseDefaultKernel<MT,VT3,VT4> >::Type
1008 selectSubAssignKernel( DenseMatrix<MT,false>& A,
const VT3& x,
const VT4& y )
1012 const ConstIterator
end( x.end() );
1014 for( ConstIterator element=x.begin(); element!=
end; ++element ) {
1016 for(
size_t i=0UL; i<y.size(); ++i ) {
1017 (~A)(element->index(),i) -= element->
value() * y[i];
1039 template<
typename MT
1042 static inline typename EnableIf< UseVectorizedKernel<MT,VT3,VT4> >::Type
1043 selectSubAssignKernel( DenseMatrix<MT,false>& A,
const VT3& x,
const VT4& y )
1047 typedef IntrinsicTrait<ElementType> IT;
1048 typedef typename IT::Type IntrinsicType;
1050 const ConstIterator
begin( x.begin() );
1051 const ConstIterator
end ( x.end() );
1053 for( ConstIterator element=
begin; element!=
end; ++element )
1055 const IntrinsicType x1(
set( element->value() ) );
1058 (~A).
store( element->index(), j, (~A).
load(element->index(),j) - x1 * y.load(j) );
1081 template<
typename MT >
1082 friend inline typename EnableIf< UseAssign<MT> >::Type
1092 LT x(
serial( rhs.lhs_ ) );
1093 RT y(
serial( rhs.rhs_ ) );
1100 const ConstIterator
end( x.end() );
1102 for(
size_t i=0UL; i<y.size(); ++i ) {
1104 for( ConstIterator element=x.begin(); element!=
end; ++element ) {
1105 (~lhs)(element->index(),i) -= element->
value() * y[i];
1175 template<
typename T1
1177 inline const SVecTDVecMultExpr<T1,T2>
1197 template<
typename VT1,
typename VT2 >
1214 template<
typename VT1,
typename VT2 >
1231 template<
typename VT1,
typename VT2,
bool AF >
1236 typedef typename MultExprTrait< typename SubvectorExprTrait<const VT1,AF>::Type
1237 ,
typename SubvectorExprTrait<const VT2,AF>::Type >::Type Type;
1246 template<
typename VT1,
typename VT2 >
1251 typedef typename MultExprTrait< typename VT1::ReturnType, VT2 >::Type Type;
1260 template<
typename VT1,
typename VT2 >
1265 typedef typename MultExprTrait< VT1, typename VT2::ReturnType >::Type Type;
Pointer difference type of the Blaze library.
Compile time check whether the given type is a computational expression template.This type trait clas...
Definition: IsComputation.h:89
Compile time check for numeric types.This type trait tests whether or not the given template paramete...
Definition: IsNumeric.h:98
Compile time check whether the given type is a temporary vector or matrix type.This type trait class ...
Definition: IsTemporary.h:87
Header file for the Rows type trait.
Header file for the UNUSED_PARAMETER function template.
const DMatDMatMultExpr< T1, T2 > operator*(const DenseMatrix< T1, false > &lhs, const DenseMatrix< T2, false > &rhs)
Multiplication operator for the multiplication of two row-major dense matrices ( ).
Definition: DMatDMatMultExpr.h:8247
Iterator over the elements of the sparse vector-dense vector outer product expression.
Definition: SVecTDVecMultExpr.h:210
Header file for basic type definitions.
std::forward_iterator_tag IteratorCategory
The iterator category.
Definition: SVecTDVecMultExpr.h:223
BLAZE_ALWAYS_INLINE size_t size(const Vector< VT, TF > &vector)
Returns the current size/dimension of the vector.
Definition: Vector.h:264
#define BLAZE_CONSTRAINT_MUST_BE_COLUMN_VECTOR_TYPE(T)
Constraint on the data type.In case the given data type T is not a column dense or sparse vector type...
Definition: TransposeFlag.h:159
size_t nonZeros(size_t i) const
Returns the number of non-zero elements in the specified column.
Definition: SVecTDVecMultExpr.h:423
LeftOperand leftOperand() const
Returns the left-hand side sparse vector operand.
Definition: SVecTDVecMultExpr.h:473
Efficient implementation of a compressed matrix.The CompressedMatrix class template is the represent...
Definition: CompressedMatrix.h:209
Header file for the ColumnExprTrait class template.
DifferenceType difference_type
Difference between two iterators.
Definition: SVecTDVecMultExpr.h:234
size_t columns() const
Returns the current number of columns of the matrix.
Definition: SVecTDVecMultExpr.h:402
ValueType * PointerType
Pointer return type.
Definition: SVecTDVecMultExpr.h:225
Expression object for sparse vector-dense vector outer products.The SVecTDVecMultExpr class represent...
Definition: Forward.h:121
size_t nonZeros() const
Returns the number of non-zero elements in the sparse matrix.
Definition: SVecTDVecMultExpr.h:412
MultTrait< RT1, RT2 >::Type ResultType
Result type for expression template evaluations.
Definition: SVecTDVecMultExpr.h:178
const This & CompositeType
Data type for composite expression templates.
Definition: CompressedMatrix.h:2507
BLAZE_ALWAYS_INLINE size_t capacity(const Matrix< MT, SO > &matrix)
Returns the maximum capacity of the matrix.
Definition: Matrix.h:348
Type ElementType
Type of the sparse matrix elements.
Definition: CompressedMatrix.h:261
void UNUSED_PARAMETER(const T1 &)
Suppression of unused parameter warnings.
Definition: Unused.h:81
ConstIterator begin(size_t i) const
Returns an iterator to the first non-zero element of column i.
Definition: SVecTDVecMultExpr.h:371
ResultType::ElementType ElementType
Resulting element type.
Definition: SVecTDVecMultExpr.h:181
VT2::ReturnType RN2
Return type of the right-hand side dense vector expression.
Definition: SVecTDVecMultExpr.h:108
const DMatSerialExpr< MT, SO > serial(const DenseMatrix< MT, SO > &dm)
Forces the serial evaluation of the given dense matrix expression dm.
Definition: DMatSerialExpr.h:699
ConstIterator end(size_t i) const
Returns an iterator just past the last non-zero element of column i.
Definition: SVecTDVecMultExpr.h:382
Header file for the Computation base class.
Type relationship analysis.This class tests if the two data types A and B are equal. For this type comparison, the cv-qualifiers of both data types are ignored. If A and B are the same data type (ignoring the cv-qualifiers), then the value member enumeration is set to 1, the nested type definition Type is TrueType, and the class derives from TrueType. Otherwise value is set to 0, Type is FalseType, and the class derives from FalseType.
Definition: IsSame.h:158
ValueIndexPair< ElementType > Element
Element type of the sparse matrix expression.
Definition: SVecTDVecMultExpr.h:215
SVecTDVecMultExpr< VT1, VT2 > This
Type of this SVecTDVecMultExpr instance.
Definition: SVecTDVecMultExpr.h:177
RemoveReference< LeftOperand >::Type::ConstIterator IteratorType
Iterator type of the sparse vector expression.
Definition: SVecTDVecMultExpr.h:218
RightElement v_
Element of the right-hand side dense vector expression.
Definition: SVecTDVecMultExpr.h:333
const SelectType< returnExpr, ExprReturnType, ElementType >::Type ReturnType
Return type for expression template evaluations.
Definition: SVecTDVecMultExpr.h:184
Base class for dense matrices.The DenseMatrix class is a base class for all dense matrix classes...
Definition: DenseMatrix.h:70
ValueType value_type
Type of the underlying pointers.
Definition: SVecTDVecMultExpr.h:231
bool isDefault(const DiagonalProxy< MT > &proxy)
Returns whether the represented element is in default state.
Definition: DiagonalProxy.h:861
Constraint on the data type.
Header file for the SparseMatrix base class.
Constraint on the data type.
Header file for the MultExprTrait class template.
const ConstIterator * operator->() const
Direct access to the sparse matrix element at the current iterator position.
Definition: SVecTDVecMultExpr.h:272
IteratorType it_
Iterator over the elements of the left-hand side sparse vector expression.
Definition: SVecTDVecMultExpr.h:332
VT2::ResultType RT2
Result type of the right-hand side dense vector expression.
Definition: SVecTDVecMultExpr.h:106
Header file for the ValueIndexPair class.
Compile time type selection.The SelectType class template selects one of the two given types T1 and T...
Definition: SelectType.h:59
ReferenceType reference
Reference return type.
Definition: SVecTDVecMultExpr.h:233
Header file for the IsTemporary type trait class.
Header file for the multiplication trait.
Namespace of the Blaze C++ math library.
Definition: Blaze.h:57
bool operator!=(const ConstIterator &rhs) const
Inequality comparison between two ConstIterator objects.
Definition: SVecTDVecMultExpr.h:314
ResultType::TransposeType TransposeType
Transpose type for expression template evaluations.
Definition: SVecTDVecMultExpr.h:180
const Element * ConstIterator
Iterator over constant elements.
Definition: CompressedMatrix.h:2511
#define BLAZE_CONSTRAINT_MUST_FORM_VALID_VECTVECMULTEXPR(T1, T2)
Constraint on the data type.In case the given data types T1 and T2 do not form a valid vector/vector ...
Definition: VecTVecMultExpr.h:161
size_t rows() const
Returns the current number of rows of the matrix.
Definition: SVecTDVecMultExpr.h:392
MultExprTrait< RN1, RN2 >::Type ExprReturnType
Expression return type for the subscript operator.
Definition: SVecTDVecMultExpr.h:125
BLAZE_ALWAYS_INLINE EnableIf< And< IsIntegral< T >, HasSize< T, 2UL > > >::Type store(T *address, const sse_int16_t &value)
Aligned store of a vector of 2-byte integral values.
Definition: Store.h:80
bool operator==(const ConstIterator &rhs) const
Equality comparison between two ConstIterator objects.
Definition: SVecTDVecMultExpr.h:303
BLAZE_ALWAYS_INLINE void assign(Matrix< MT1, SO1 > &lhs, const Matrix< MT2, SO2 > &rhs)
Default implementation of the assignment of a matrix to a matrix.
Definition: Matrix.h:635
Header file for the Columns type trait.
ConstIterator find(size_t i, size_t j) const
Searches for a specific matrix element.
Definition: SVecTDVecMultExpr.h:436
SVecTDVecMultExpr(const VT1 &lhs, const VT2 &rhs)
Constructor for the SVecTDVecMultExpr class.
Definition: SVecTDVecMultExpr.h:344
DifferenceType operator-(const ConstIterator &rhs) const
Calculating the number of elements between two expression iterators.
Definition: SVecTDVecMultExpr.h:325
Base class for N-dimensional dense vectors.The DenseVector class is a base class for all arbitrarily ...
Definition: DenseVector.h:70
#define BLAZE_CONSTRAINT_MUST_BE_SPARSE_VECTOR_TYPE(T)
Constraint on the data type.In case the given data type T is not a sparse, N-dimensional vector type...
Definition: SparseVector.h:79
ReturnType value() const
Access to the current value of the sparse element.
Definition: SVecTDVecMultExpr.h:282
Constraint on the data type.
Constraint on the data type.
LeftOperand lhs_
Left-hand side sparse vector of the multiplication expression.
Definition: SVecTDVecMultExpr.h:514
SelectType< IsComputation< VT2 >::value, const RT2, CT2 >::Type RT
Type for the assignment of the right-hand side dense vector operand.
Definition: SVecTDVecMultExpr.h:199
Type ElementType
Type of the sparse matrix elements.
Definition: CompressedMatrix.h:2505
Constraint on the data type.
Header file for the SelectType class template.
Header file for the RowExprTrait class template.
Header file for all forward declarations for expression class templates.
Constraint on the data type.
Header file for the VecTVecMultExpr base class.
RightOperand rhs_
Right-hand side dense vector of the multiplication expression.
Definition: SVecTDVecMultExpr.h:515
Header file for the EnableIf class template.
bool canAlias(const T *alias) const
Returns whether the expression can alias with the given address alias.
Definition: SVecTDVecMultExpr.h:495
Header file for the serial shim.
Element ValueType
Type of the underlying pointers.
Definition: SVecTDVecMultExpr.h:224
BLAZE_ALWAYS_INLINE EnableIf< And< IsIntegral< T >, HasSize< T, 2UL > >, sse_int16_t >::Type load(const T *address)
Loads a vector of 2-byte integral values.
Definition: Load.h:79
Header file for the IsNumeric type trait.
ConstIterator lowerBound(size_t i, size_t j) const
Returns an iterator to the first index not less then the given index.
Definition: SVecTDVecMultExpr.h:449
#define BLAZE_CONSTRAINT_MUST_NOT_BE_SYMMETRIC_MATRIX_TYPE(T)
Constraint on the data type.In case the given data type T is a symmetric matrix type, a compilation error is created.
Definition: Symmetric.h:116
Header file for the SubmatrixExprTrait class template.
VT1::ResultType RT1
Result type of the left-hand side sparse vector expression.
Definition: SVecTDVecMultExpr.h:105
const Type & ReturnType
Return type for expression template evaluations.
Definition: CompressedMatrix.h:2506
Removal of reference modifiers.The RemoveCV type trait removes any reference modifiers from the given...
Definition: RemoveReference.h:69
Intrinsic characteristics of data types.The IntrinsicTrait class template provides the intrinsic char...
Definition: IntrinsicTrait.h:749
Header file for run time assertion macros.
SelectType< useAssign, const ResultType, const SVecTDVecMultExpr & >::Type CompositeType
Data type for composite expression templates.
Definition: SVecTDVecMultExpr.h:187
Base template for the MultTrait class.
Definition: MultTrait.h:150
ConstIterator & operator++()
Pre-increment operator.
Definition: SVecTDVecMultExpr.h:251
BLAZE_ALWAYS_INLINE void addAssign(Matrix< MT1, SO1 > &lhs, const Matrix< MT2, SO2 > &rhs)
Default implementation of the addition assignment of a matrix to a matrix.
Definition: Matrix.h:742
VT1::ReturnType RN1
Return type of the left-hand side sparse vector expression.
Definition: SVecTDVecMultExpr.h:107
VT1::CompositeType CT1
Composite type of the left-hand side sparse vector expression.
Definition: SVecTDVecMultExpr.h:109
VT2::CompositeType CT2
Composite type of the right-hand side dense vector expression.
Definition: SVecTDVecMultExpr.h:110
Substitution Failure Is Not An Error (SFINAE) class.The EnableIf class template is an auxiliary tool ...
Definition: EnableIf.h:184
SelectType< IsExpression< VT1 >::value, const VT1, const VT1 & >::Type LeftOperand
Composite type of the left-hand side sparse vector expression.
Definition: SVecTDVecMultExpr.h:190
const Element operator*() const
Direct access to the sparse matrix element at the current iterator position.
Definition: SVecTDVecMultExpr.h:262
Header file for the isDefault shim.
Constraint on the data type.
ET2 RightElement
Element type of the dense vector expression.
Definition: SVecTDVecMultExpr.h:221
#define BLAZE_CONSTRAINT_MUST_NOT_REQUIRE_EVALUATION(T)
Constraint on the data type.In case the given data type T requires an intermediate evaluation within ...
Definition: RequiresEvaluation.h:118
ConstIterator upperBound(size_t i, size_t j) const
Returns an iterator to the first index greater then the given index.
Definition: SVecTDVecMultExpr.h:462
Constraint on the data type.
ConstIterator(IteratorType it, RightElement v)
Constructor for the ConstIterator class.
Definition: SVecTDVecMultExpr.h:240
Header file for the RemoveReference type trait.
BLAZE_ALWAYS_INLINE EnableIf< And< IsIntegral< T >, HasSize< T, 2UL > >, sse_int16_t >::Type set(T value)
Sets all values in the vector to the given 2-byte integral value.
Definition: Set.h:73
ValueType & ReferenceType
Reference return type.
Definition: SVecTDVecMultExpr.h:226
Header file for all intrinsic functionality.
#define BLAZE_CONSTRAINT_MUST_BE_DENSE_VECTOR_TYPE(T)
Constraint on the data type.In case the given data type T is not a dense, N-dimensional vector type...
Definition: DenseVector.h:79
ReturnType operator()(size_t i, size_t j) const
2D-access to the matrix elements.
Definition: SVecTDVecMultExpr.h:357
RightOperand rightOperand() const
Returns the right-hand side dense vector operand.
Definition: SVecTDVecMultExpr.h:483
Index-value-pair for sparse vectors and matrices.The ValueIndexPair class represents a single index-v...
Definition: ValueIndexPair.h:70
IteratorCategory iterator_category
The iterator category.
Definition: SVecTDVecMultExpr.h:230
Header file for the IsComputation type trait class.
Base class for sparse vectors.The SparseVector class is a base class for all arbitrarily sized (N-dim...
Definition: Forward.h:108
#define BLAZE_FUNCTION_TRACE
Function trace macro.This macro can be used to reliably trace function calls. In case function tracin...
Definition: FunctionTrace.h:157
This ResultType
Result type for expression template evaluations.
Definition: CompressedMatrix.h:2502
SelectType< IsExpression< VT2 >::value, const VT2, const VT2 & >::Type RightOperand
Composite type of the right-hand side dense vector expression.
Definition: SVecTDVecMultExpr.h:193
#define BLAZE_CONSTRAINT_MUST_BE_ROW_VECTOR_TYPE(T)
Constraint on the data type.In case the given data type T is not a row dense or sparse vector type (i...
Definition: TransposeFlag.h:81
Header file for the SubvectorExprTrait class template.
SelectType< IsComputation< VT1 >::value, const RT1, CT1 >::Type LT
Type for the assignment of the left-hand side dense vector operand.
Definition: SVecTDVecMultExpr.h:196
bool isAliased(const T *alias) const
Returns whether the expression is aliased with the given address alias.
Definition: SVecTDVecMultExpr.h:507
size_t index() const
Access to the current index of the sparse element.
Definition: SVecTDVecMultExpr.h:292
Header file for the Size type trait.
Evaluation of the resulting expression type of a multiplication.Via this type trait it is possible to...
Definition: MultExprTrait.h:137
#define BLAZE_INTERNAL_ASSERT(expr, msg)
Run time assertion macro for internal checks.In case of an invalid run time expression, the program execution is terminated. The BLAZE_INTERNAL_ASSERT macro can be disabled by setting the BLAZE_USER_ASSERTION flag to zero or by defining NDEBUG during the compilation.
Definition: Assert.h:101
VT1::ElementType ET1
Element type of the left-hand side sparse vector expression.
Definition: SVecTDVecMultExpr.h:111
ptrdiff_t DifferenceType
Difference between two iterators.
Definition: SVecTDVecMultExpr.h:227
PointerType pointer
Pointer return type.
Definition: SVecTDVecMultExpr.h:232
Header file for the IsExpression type trait class.
Header file for the FunctionTrace class.
BLAZE_ALWAYS_INLINE void subAssign(Matrix< MT1, SO1 > &lhs, const Matrix< MT2, SO2 > &rhs)
Default implementation of the subtraction assignment of a matrix to matrix.
Definition: Matrix.h:849
ResultType::OppositeType OppositeType
Result type with opposite storage order for expression template evaluations.
Definition: SVecTDVecMultExpr.h:179
VT2::ElementType ET2
Element type of the right-hand side dense vector expression.
Definition: SVecTDVecMultExpr.h:112