35 #ifndef _BLAZE_MATH_EXPRESSIONS_SVECDVECOUTEREXPR_H_ 36 #define _BLAZE_MATH_EXPRESSIONS_SVECDVECOUTEREXPR_H_ 102 template<
typename VT1
104 class SVecDVecOuterExpr :
public SparseMatrix< SVecDVecOuterExpr<VT1,VT2>, true >
105 ,
private VecTVecMultExpr
106 ,
private Computation
145 template<
typename MT >
148 enum :
bool { value = useAssign };
158 template<
typename T1,
typename T2,
typename T3 >
159 struct UseVectorizedKernel {
161 T1::simdEnabled && T3::simdEnabled &&
174 template<
typename T1,
typename T2,
typename T3 >
175 struct UseDefaultKernel {
176 enum :
bool { value = !UseVectorizedKernel<T1,T2,T3>::value };
264 return Element( it_->value() * v_, it_->index() );
284 return it_->value() * v_;
305 return it_ == rhs.
it_;
316 return it_ != rhs.
it_;
327 return it_ - rhs.
it_;
341 enum :
bool { smpAssignable =
false };
384 inline ReturnType
at(
size_t i,
size_t j )
const {
385 if( i >=
lhs_.size() ) {
388 if( j >=
rhs_.size() ) {
422 inline size_t rows() const noexcept {
443 return lhs_.nonZeros() *
rhs_.size();
455 return lhs_.nonZeros();
524 template<
typename T >
525 inline bool canAlias(
const T* alias )
const noexcept {
526 return (
lhs_.canAlias( alias ) ||
rhs_.canAlias( alias ) );
536 template<
typename T >
537 inline bool isAliased(
const T* alias )
const noexcept {
538 return (
lhs_.isAliased( alias ) ||
rhs_.isAliased( alias ) );
560 template<
typename MT >
570 LT x(
serial( rhs.lhs_ ) );
571 RT y(
serial( rhs.rhs_ ) );
578 SVecDVecOuterExpr::selectAssignKernel( ~lhs, x, y );
597 template<
typename MT
605 const ConstIterator
end( x.end() );
607 for( ConstIterator element=x.begin(); element!=
end; ++element ) {
609 for(
size_t j=0UL; j<y.size(); ++j ) {
610 (~A)(element->index(),j) = element->
value() * y[j];
632 template<
typename MT
642 const size_t N( (~A).
columns() );
644 const size_t jpos( remainder ? ( N &
size_t(-SIMDSIZE) ) : N );
647 const ConstIterator
begin( x.begin() );
648 const ConstIterator
end ( x.end() );
650 for( ConstIterator element=
begin; element!=
end; ++element )
656 for( ; j<jpos; j+=SIMDSIZE ) {
657 (~A).store( element->index(), j, x1 * y.load(j) );
659 for( ; remainder && j<N; ++j ) {
660 (~A)(element->index(),j) = element->value() * y[j];
683 template<
typename MT >
694 LT x(
serial( rhs.lhs_ ) );
695 RT y(
serial( rhs.rhs_ ) );
702 const ConstIterator
end( x.end() );
704 for(
size_t i=0UL; i<y.size(); ++i ) {
706 for( ConstIterator element=x.begin(); element!=
end; ++element ) {
707 (~lhs)(element->index(),i) = element->
value() * y[i];
727 template<
typename MT >
739 LT x(
serial( rhs.lhs_ ) );
740 RT y(
serial( rhs.rhs_ ) );
747 const ConstIterator
begin( x.begin() );
748 const ConstIterator
end ( x.end() );
753 (~lhs).reserve(
begin->
index(), rhs.nonZeros() );
757 for( ConstIterator element=
begin; element!=
end; ++element ) {
759 for( ; index < element->index(); ++index ) {
760 (~lhs).finalize( index );
762 for(
size_t i=0UL; i<y.size(); ++i ) {
763 (~lhs).append( element->index(), i, element->value() * y[i] );
765 (~lhs).finalize( index++ );
769 for( ; index < x.size(); ++index ) {
770 (~lhs).finalize( index );
792 template<
typename MT >
804 LT x(
serial( rhs.lhs_ ) );
805 RT y(
serial( rhs.rhs_ ) );
812 const ConstIterator
begin( x.begin() );
813 const ConstIterator
end ( x.end() );
818 for(
size_t i=0UL; i<y.size(); ++i ) {
820 for( ConstIterator element=
begin; element!=
end; ++element ) {
821 (~lhs).append( element->index(), i, element->value() * y[i] );
824 (~lhs).finalize( i );
843 template<
typename MT >
853 LT x(
serial( rhs.lhs_ ) );
854 RT y(
serial( rhs.rhs_ ) );
861 SVecDVecOuterExpr::selectAddAssignKernel( ~lhs, x, y );
880 template<
typename MT
888 const ConstIterator
end( x.end() );
890 for( ConstIterator element=x.begin(); element!=
end; ++element ) {
892 for(
size_t i=0UL; i<y.size(); ++i ) {
893 (~A)(element->index(),i) += element->
value() * y[i];
915 template<
typename MT
925 const size_t N( (~A).
columns() );
927 const size_t jpos( remainder ? ( N &
size_t(-SIMDSIZE) ) : N );
930 const ConstIterator
begin( x.begin() );
931 const ConstIterator
end ( x.end() );
933 for( ConstIterator element=
begin; element!=
end; ++element )
939 for( ; j<jpos; j+=SIMDSIZE ) {
940 (~A).store( element->index(), j, (~A).load(element->index(),j) + x1 * y.load(j) );
942 for( ; remainder && j<N; ++j ) {
943 (~A)(element->index(),j) += element->value() * y[j];
966 template<
typename MT >
977 LT x(
serial( rhs.lhs_ ) );
978 RT y(
serial( rhs.rhs_ ) );
985 const ConstIterator
end( x.end() );
987 for(
size_t i=0UL; i<y.size(); ++i ) {
989 for( ConstIterator element=x.begin(); element!=
end; ++element ) {
990 (~lhs)(element->index(),i) += element->
value() * y[i];
1015 template<
typename MT >
1025 LT x(
serial( rhs.lhs_ ) );
1026 RT y(
serial( rhs.rhs_ ) );
1033 SVecDVecOuterExpr::selectSubAssignKernel( ~lhs, x, y );
1052 template<
typename MT
1060 const ConstIterator
end( x.end() );
1062 for( ConstIterator element=x.begin(); element!=
end; ++element ) {
1064 for(
size_t i=0UL; i<y.size(); ++i ) {
1065 (~A)(element->index(),i) -= element->
value() * y[i];
1087 template<
typename MT
1097 const size_t N( (~A).
columns() );
1099 const size_t jpos( remainder ? ( N &
size_t(-SIMDSIZE) ) : N );
1102 const ConstIterator
begin( x.begin() );
1103 const ConstIterator
end ( x.end() );
1105 for( ConstIterator element=
begin; element!=
end; ++element )
1111 for( ; j<jpos; j+=SIMDSIZE ) {
1112 (~A).store( element->index(), j, (~A).load(element->index(),j) - x1 * y.load(j) );
1114 for( ; remainder && j<N; ++j ) {
1115 (~A)(element->index(),j) -= element->value() * y[j];
1138 template<
typename MT >
1149 LT x(
serial( rhs.lhs_ ) );
1150 RT y(
serial( rhs.rhs_ ) );
1157 const ConstIterator
end( x.end() );
1159 for(
size_t i=0UL; i<y.size(); ++i ) {
1161 for( ConstIterator element=x.begin(); element!=
end; ++element ) {
1162 (~lhs)(element->index(),i) -= element->
value() * y[i];
1232 template<
typename T1
1254 template<
typename VT1,
typename VT2 >
1255 struct Rows< SVecDVecOuterExpr<VT1,VT2> > :
public Size<VT1>
1271 template<
typename VT1,
typename VT2 >
1272 struct Columns< SVecDVecOuterExpr<VT1,VT2> > :
public Size<VT2>
1288 template<
typename VT1,
typename VT2,
bool AF >
1303 template<
typename VT1,
typename VT2 >
1317 template<
typename VT1,
typename VT2 >
ReturnType at(size_t i, size_t j) const
Checked access to the matrix elements.
Definition: SVecDVecOuterExpr.h:384
Pointer difference type of the Blaze library.
Header file for auxiliary alias declarations.
Compile time check whether the given type is a computational expression template.This type trait clas...
Definition: IsComputation.h:72
Compile time check for numeric types.This type trait tests whether or not the given template paramete...
Definition: IsNumeric.h:79
constexpr bool useOptimizedKernels
Configuration switch for optimized kernels.This configuration switch enables/disables all optimized c...
Definition: Optimizations.h:84
Compile time check whether the given type is a temporary vector or matrix type.This type trait class ...
Definition: IsTemporary.h:70
Header file for the Rows type trait.
Header file for the UNUSED_PARAMETER function template.
ReturnType_< VT1 > RN1
Return type of the left-hand side sparse vector expression.
Definition: SVecDVecOuterExpr.h:112
CompositeType_< VT1 > CT1
Composite type of the left-hand side sparse vector expression.
Definition: SVecDVecOuterExpr.h:114
BLAZE_ALWAYS_INLINE size_t capacity(const Matrix< MT, SO > &matrix) noexcept
Returns the maximum capacity of the matrix.
Definition: Matrix.h:352
Header file for basic type definitions.
SVecDVecOuterExpr(const VT1 &lhs, const VT2 &rhs) noexcept
Constructor for the SVecDVecOuterExpr class.
Definition: SVecDVecOuterExpr.h:355
bool isAliased(const T *alias) const noexcept
Returns whether the expression is aliased with the given address alias.
Definition: SVecDVecOuterExpr.h:537
std::forward_iterator_tag IteratorCategory
The iterator category.
Definition: SVecDVecOuterExpr.h:224
size_t nonZeros(size_t i) const
Returns the number of non-zero elements in the specified column.
Definition: SVecDVecOuterExpr.h:453
CompositeType_< VT2 > CT2
Composite type of the right-hand side dense vector expression.
Definition: SVecDVecOuterExpr.h:115
RightOperand rhs_
Right-hand side dense vector of the multiplication expression.
Definition: SVecDVecOuterExpr.h:545
MultExprTrait_< RN1, RN2 > ExprReturnType
Expression return type for the subscript operator.
Definition: SVecDVecOuterExpr.h:130
#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: ColumnVector.h:61
PointerType pointer
Pointer return type.
Definition: SVecDVecOuterExpr.h:233
Header file for the serial shim.
size_t columns() const noexcept
Returns the current number of columns of the matrix.
Definition: SVecDVecOuterExpr.h:432
If_< IsExpression< VT2 >, const VT2, const VT2 &> RightOperand
Composite type of the right-hand side dense vector expression.
Definition: SVecDVecOuterExpr.h:199
Header file for the ColumnExprTrait class template.
Header file for the IsSame and IsStrictlySame type traits.
Availability of a SIMD multiplication for the given data types.Depending on the available instruction...
Definition: HasSIMDMult.h:162
typename SIMDTrait< T >::Type SIMDTrait_
Auxiliary alias declaration for the SIMDTrait class template.The SIMDTrait_ alias declaration provide...
Definition: SIMDTrait.h:315
ConstIterator & operator++()
Pre-increment operator.
Definition: SVecDVecOuterExpr.h:252
IteratorType it_
Iterator over the elements of the left-hand side sparse vector expression.
Definition: SVecDVecOuterExpr.h:333
ResultType_< VT2 > RT2
Result type of the right-hand side dense vector expression.
Definition: SVecDVecOuterExpr.h:111
const DMatSerialExpr< MT, SO > serial(const DenseMatrix< MT, SO > &dm)
Forces the serial evaluation of the given dense matrix expression dm.
Definition: DMatSerialExpr.h:721
typename MultTrait< T1, T2 >::Type MultTrait_
Auxiliary alias declaration for the MultTrait class template.The MultTrait_ alias declaration provide...
Definition: MultTrait.h:245
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 constant is set to true, the nested type definition Type is TrueType, and the class derives from TrueType. Otherwise value is set to false, Type is FalseType, and the class derives from FalseType.
Definition: IsSame.h:138
System settings for performance optimizations.
typename T::ResultType ResultType_
Alias declaration for nested ResultType type definitions.The ResultType_ alias declaration provides a...
Definition: Aliases.h:323
Base class for dense matrices.The DenseMatrix class is a base class for all dense matrix classes...
Definition: DenseMatrix.h:71
RightElement v_
Element of the right-hand side dense vector expression.
Definition: SVecDVecOuterExpr.h:334
Base class for sparse matrices.The SparseMatrix class is a base class for all sparse matrix classes...
Definition: Forward.h:119
Element ValueType
Type of the underlying pointers.
Definition: SVecDVecOuterExpr.h:225
typename IfTrue< Condition, T1, T2 >::Type IfTrue_
Auxiliary alias declaration for the IfTrue class template.The IfTrue_ alias declaration provides a co...
Definition: If.h:109
typename T::ReturnType ReturnType_
Alias declaration for nested ReturnType type definitions.The ReturnType_ alias declaration provides a...
Definition: Aliases.h:343
Header file for the SparseMatrix base class.
Constraint on the transpose flag of vector types.
If_< IsExpression< VT1 >, const VT1, const VT1 &> LeftOperand
Composite type of the left-hand side sparse vector expression.
Definition: SVecDVecOuterExpr.h:196
Constraint on the data type.
ConstIterator find(size_t i, size_t j) const
Searches for a specific matrix element.
Definition: SVecDVecOuterExpr.h:466
typename MultExprTrait< T1, T2 >::Type MultExprTrait_
Auxiliary alias declaration for the MultExprTrait class template.The MultExprTrait_ alias declaration...
Definition: MultExprTrait.h:344
Header file for the MultExprTrait class template.
typename T::CompositeType CompositeType_
Alias declaration for nested CompositeType type definitions.The CompositeType_ alias declaration prov...
Definition: Aliases.h:83
OppositeType_< ResultType > OppositeType
Result type with opposite storage order for expression template evaluations.
Definition: SVecDVecOuterExpr.h:185
RightOperand rightOperand() const noexcept
Returns the right-hand side dense vector operand.
Definition: SVecDVecOuterExpr.h:513
If_< IsComputation< VT1 >, const RT1, CT1 > LT
Type for the assignment of the left-hand side dense vector operand.
Definition: SVecDVecOuterExpr.h:202
Header file for the ValueIndexPair class.
Header file for the IsTemporary type trait class.
const IfTrue_< returnExpr, ExprReturnType, ElementType > ReturnType
Return type for expression template evaluations.
Definition: SVecDVecOuterExpr.h:190
Header file for the multiplication trait.
bool operator==(const ConstIterator &rhs) const
Equality comparison between two ConstIterator objects.
Definition: SVecDVecOuterExpr.h:304
ConstIterator_< RemoveReference_< LeftOperand > > IteratorType
Iterator type of the sparse vector expression.
Definition: SVecDVecOuterExpr.h:219
const Element operator*() const
Direct access to the sparse matrix element at the current iterator position.
Definition: SVecDVecOuterExpr.h:263
Namespace of the Blaze C++ math library.
Definition: Blaze.h:57
Header file for the If class template.
const Element * ConstIterator
Iterator over constant elements.
Definition: CompressedMatrix.h:2939
#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:105
Compile time check for data types with padding.This type trait tests whether the given data type empl...
Definition: IsPadded.h:76
#define BLAZE_THROW_OUT_OF_RANGE(MESSAGE)
Macro for the emission of a std::out_of_range exception.This macro encapsulates the default way of Bl...
Definition: Exception.h:331
Header file for the Columns type trait.
ValueIndexPair< ElementType > Element
Element type of the sparse matrix expression.
Definition: SVecDVecOuterExpr.h:216
typename SubvectorExprTrait< VT, AF >::Type SubvectorExprTrait_
Auxiliary alias declaration for the SubvectorExprTrait type trait.The SubvectorExprTrait_ alias decla...
Definition: SubvectorExprTrait.h:133
typename T::ElementType ElementType_
Alias declaration for nested ElementType type definitions.The ElementType_ alias declaration provides...
Definition: Aliases.h:163
Header file for all SIMD functionality.
LeftOperand leftOperand() const noexcept
Returns the left-hand side sparse vector operand.
Definition: SVecDVecOuterExpr.h:503
LeftOperand lhs_
Left-hand side sparse vector of the multiplication expression.
Definition: SVecDVecOuterExpr.h:544
Base class for N-dimensional dense vectors.The DenseVector class is a base class for all arbitrarily ...
Definition: DenseVector.h:70
Evaluation of the expression type type of a submatrix operation.Via this type trait it is possible to...
Definition: SubmatrixExprTrait.h:80
#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:61
ConstIterator(IteratorType it, RightElement v)
Constructor for the ConstIterator class.
Definition: SVecDVecOuterExpr.h:241
DifferenceType difference_type
Difference between two iterators.
Definition: SVecDVecOuterExpr.h:235
ET2 RightElement
Element type of the dense vector expression.
Definition: SVecDVecOuterExpr.h:222
size_t index() const
Access to the current index of the sparse element.
Definition: SVecDVecOuterExpr.h:293
MultTrait_< RT1, RT2 > ResultType
Result type for expression template evaluations.
Definition: SVecDVecOuterExpr.h:184
Constraint on the data type.
Header file for the exception macros of the math module.
Evaluation of the expression type type of a row operation.Via this type trait it is possible to evalu...
Definition: RowExprTrait.h:79
DifferenceType operator-(const ConstIterator &rhs) const
Calculating the number of elements between two expression iterators.
Definition: SVecDVecOuterExpr.h:326
Constraint on the data type.
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.
Iterator over the elements of the sparse vector-dense vector outer product expression.
Definition: SVecDVecOuterExpr.h:211
Header file for the EnableIf class template.
If_< IsComputation< VT2 >, const RT2, CT2 > RT
Type for the assignment of the right-hand side dense vector operand.
Definition: SVecDVecOuterExpr.h:205
TransposeType_< ResultType > TransposeType
Transpose type for expression template evaluations.
Definition: SVecDVecOuterExpr.h:186
ValueType value_type
Type of the underlying pointers.
Definition: SVecDVecOuterExpr.h:232
Header file for the IsNumeric type trait.
ReferenceType reference
Reference return type.
Definition: SVecDVecOuterExpr.h:234
#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:79
Header file for the SubmatrixExprTrait class template.
Header file for the HasSIMDMult type trait.
Expression object for sparse vector-dense vector outer products.The SVecDVecOuterExpr class represent...
Definition: Forward.h:124
Header file for run time assertion macros.
const ConstIterator * operator->() const
Direct access to the sparse matrix element at the current iterator position.
Definition: SVecDVecOuterExpr.h:273
ConstIterator end(size_t i) const
Returns an iterator just past the last non-zero element of column i.
Definition: SVecDVecOuterExpr.h:412
ReturnType value() const
Access to the current value of the sparse element.
Definition: SVecDVecOuterExpr.h:283
typename If< T1, T2, T3 >::Type If_
Auxiliary alias declaration for the If class template.The If_ alias declaration provides a convenient...
Definition: If.h:160
bool canAlias(const T *alias) const noexcept
Returns whether the expression can alias with the given address alias.
Definition: SVecDVecOuterExpr.h:525
ValueType & ReferenceType
Reference return type.
Definition: SVecDVecOuterExpr.h:227
bool operator!=(const ConstIterator &rhs) const
Inequality comparison between two ConstIterator objects.
Definition: SVecDVecOuterExpr.h:315
size_t rows() const noexcept
Returns the current number of rows of the matrix.
Definition: SVecDVecOuterExpr.h:422
ResultType_< VT1 > RT1
Result type of the left-hand side sparse vector expression.
Definition: SVecDVecOuterExpr.h:110
SIMD characteristics of data types.The SIMDTrait class template provides the SIMD characteristics of ...
Definition: SIMDTrait.h:296
#define BLAZE_FUNCTION_TRACE
Function trace macro.This macro can be used to reliably trace function calls. In case function tracin...
Definition: FunctionTrace.h:93
Header file for the isDefault shim.
SVecDVecOuterExpr< VT1, VT2 > This
Type of this SVecDVecOuterExpr instance.
Definition: SVecDVecOuterExpr.h:183
Constraint on the data type.
#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:81
Constraint on the data type.
Header file for the RemoveReference type trait.
typename EnableIf< Condition, T >::Type EnableIf_
Auxiliary alias declaration for the EnableIf class template.The EnableIf_ alias declaration provides ...
Definition: EnableIf.h:223
typename T::OppositeType OppositeType_
Alias declaration for nested OppositeType type definitions.The OppositeType_ alias declaration provid...
Definition: Aliases.h:243
IteratorCategory iterator_category
The iterator category.
Definition: SVecDVecOuterExpr.h:231
ValueType * PointerType
Pointer return type.
Definition: SVecDVecOuterExpr.h:226
typename T::ConstIterator ConstIterator_
Alias declaration for nested ConstIterator type definitions.The ConstIterator_ alias declaration prov...
Definition: Aliases.h:103
#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:61
Index-value-pair for sparse vectors and matrices.The ValueIndexPair class represents a single index-v...
Definition: ValueIndexPair.h:73
ReturnType_< VT2 > RN2
Return type of the right-hand side dense vector expression.
Definition: SVecDVecOuterExpr.h:113
Header file for the IsComputation type trait class.
ConstIterator begin(size_t i) const
Returns an iterator to the first non-zero element of column i.
Definition: SVecDVecOuterExpr.h:401
ElementType_< ResultType > ElementType
Resulting element type.
Definition: SVecDVecOuterExpr.h:187
Compile time evaluation of the size of a vector.The Size type trait evaluates the size of the given v...
Definition: Size.h:75
Base class for sparse vectors.The SparseVector class is a base class for all arbitrarily sized (N-dim...
Definition: Forward.h:120
Compile time evaluation of the number of columns of a matrix.The Columns type trait evaluates the num...
Definition: Columns.h:76
ptrdiff_t DifferenceType
Difference between two iterators.
Definition: SVecDVecOuterExpr.h:228
#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: RowVector.h:61
Compile time evaluation of the number of rows of a matrix.The Rows type trait evaluates the number of...
Definition: Rows.h:76
Header file for the SubvectorExprTrait class template.
ElementType_< VT2 > ET2
Element type of the right-hand side dense vector expression.
Definition: SVecDVecOuterExpr.h:117
size_t nonZeros() const
Returns the number of non-zero elements in the sparse matrix.
Definition: SVecDVecOuterExpr.h:442
bool isDefault(const DiagonalProxy< MT > &proxy)
Returns whether the represented element is in default state.
Definition: DiagonalProxy.h:573
ElementType_< VT1 > ET1
Element type of the left-hand side sparse vector expression.
Definition: SVecDVecOuterExpr.h:116
ConstIterator upperBound(size_t i, size_t j) const
Returns an iterator to the first index greater then the given index.
Definition: SVecDVecOuterExpr.h:492
typename T::TransposeType TransposeType_
Alias declaration for nested TransposeType type definitions.The TransposeType_ alias declaration prov...
Definition: Aliases.h:403
void UNUSED_PARAMETER(const Args &...)
Suppression of unused parameter warnings.
Definition: Unused.h:81
ConstIterator lowerBound(size_t i, size_t j) const
Returns an iterator to the first index not less then the given index.
Definition: SVecDVecOuterExpr.h:479
const DMatDMatMultExpr< T1, T2, false, false, false, false > 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:7505
Header file for the Size type trait.
Evaluation of the expression type type of a column operation.Via this type trait it is possible to ev...
Definition: ColumnExprTrait.h:78
#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
ReturnType operator()(size_t i, size_t j) const
2D-access to the matrix elements.
Definition: SVecDVecOuterExpr.h:368
IfTrue_< useAssign, const ResultType, const SVecDVecOuterExpr &> CompositeType
Data type for composite expression templates.
Definition: SVecDVecOuterExpr.h:193
Constraint on the transpose flag of vector types.
Header file for the IsExpression type trait class.
Header file for the function trace functionality.