35 #ifndef _BLAZE_MATH_EXPRESSIONS_TDVECSMATMULTEXPR_H_
36 #define _BLAZE_MATH_EXPRESSIONS_TDVECSMATMULTEXPR_H_
99 class TDVecSMatMultExpr :
public DenseVector< TDVecSMatMultExpr<VT,MT>, true >
100 ,
private TVecMatMultExpr
101 ,
private Computation
127 template<
typename T1 >
128 struct UseSMPAssign {
129 enum { value = ( evaluateVector || evaluateMatrix ) };
158 enum { vectorizable = 0 };
161 enum { smpAssignable = !evaluateVector && VT::smpAssignable &&
162 !evaluateMatrix && MT::smpAssignable };
187 if(
vec_.size() != 0UL ) {
189 for(
size_t i=1UL; i<
vec_.size(); ++i ) {
207 return mat_.columns();
237 template<
typename T >
239 return (
vec_.isAliased( alias ) ||
mat_.isAliased( alias ) );
249 template<
typename T >
251 return (
vec_.isAliased( alias ) ||
mat_.isAliased( alias ) );
261 return vec_.isAligned();
293 template<
typename VT2 >
302 if( rhs.mat_.rows() == 0UL )
return;
304 LT x(
serial( rhs.vec_ ) );
305 RT A(
serial( rhs.mat_ ) );
312 TDVecSMatMultExpr::selectAssignKernel( ~lhs, x, A );
330 template<
typename VT1
333 static inline void selectAssignKernel( VT1& y,
const VT2& x,
const MT1& A )
337 for(
size_t i=0UL; i<x.size(); ++i )
339 const ConstIterator
end( A.end(i) );
340 ConstIterator element( A.begin(i) );
342 for( ; element!=
end; ++element ) {
345 y[element->index()] = x[i] * element->value();
347 y[element->index()] += x[i] * element->value();
366 template<
typename VT2 >
377 const ResultType tmp(
serial( rhs ) );
394 template<
typename VT2 >
403 if( rhs.mat_.rows() == 0UL ) {
407 LT x(
serial( rhs.vec_ ) );
408 RT A(
serial( rhs.mat_ ) );
415 TDVecSMatMultExpr::selectAddAssignKernel( ~lhs, x, A );
433 template<
typename VT1
436 static inline void selectAddAssignKernel( VT1& y,
const VT2& x,
const MT1& A )
440 for(
size_t i=0UL; i<x.size(); ++i )
442 const ConstIterator
end( A.end(i) );
443 ConstIterator element( A.begin(i) );
445 for( ; element!=
end; ++element ) {
446 y[element->index()] += x[i] * element->value();
469 template<
typename VT2 >
478 if( rhs.mat_.rows() == 0UL ) {
482 LT x(
serial( rhs.vec_ ) );
483 RT A(
serial( rhs.mat_ ) );
490 TDVecSMatMultExpr::selectSubAssignKernel( ~lhs, x, A );
508 template<
typename VT1
511 static inline void selectSubAssignKernel( VT1& y,
const VT2& x,
const MT1& A )
515 for(
size_t i=0UL; i<x.size(); ++i )
517 const ConstIterator
end( A.end(i) );
518 ConstIterator element( A.begin(i) );
520 for( ; element!=
end; ++element ) {
521 y[element->index()] -= x[i] * element->value();
544 template<
typename VT2 >
555 const ResultType tmp(
serial( rhs ) );
578 template<
typename VT2 >
588 if( rhs.mat_.rows() == 0UL )
return;
616 template<
typename VT2 >
628 const ResultType tmp( rhs );
647 template<
typename VT2 >
657 if( rhs.mat_.rows() == 0UL ) {
691 template<
typename VT2 >
701 if( rhs.mat_.rows() == 0UL ) {
735 template<
typename VT2 >
747 const ResultType tmp( rhs );
809 template<
typename T1
811 inline const typename DisableIf< Or< IsSymmetric<T2>, IsMatMatMultExpr<T2> >
812 , TDVecSMatMultExpr<T1,T2> >::Type
817 if( (~vec).
size() != (~mat).
rows() )
818 throw std::invalid_argument(
"Vector and matrix sizes do not match" );
848 template<
typename T1
850 inline const typename EnableIf< IsSymmetric<T2>,
typename MultExprTrait<T1,T2>::Type >::Type
851 operator*(
const DenseVector<T1,true>& vec,
const SparseMatrix<T2,false>& mat )
857 if( (~vec).
size() != (~mat).
rows() )
858 throw std::invalid_argument(
"Vector and matrix sizes do not match" );
860 return (~vec) *
trans( ~mat );
879 template<
typename T1
882 inline const typename EnableIf< IsMatMatMultExpr<T2>,
typename MultExprTrait<T1,T2>::Type >::Type
904 template<
typename MT,
typename VT >
922 template<
typename VT,
typename MT,
bool AF >
927 typedef typename MultExprTrait< typename SubvectorExprTrait<const VT,AF>::Type
928 ,
typename SubmatrixExprTrait<const MT,AF>::Type >::Type Type;
Compile time check whether the given type is a computational expression template.This type trait clas...
Definition: IsComputation.h:89
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
Header file for basic type definitions.
SelectType< IsExpression< VT >::value, const VT, const VT & >::Type LeftOperand
Composite type of the left-hand side dense vector expression.
Definition: TDVecSMatMultExpr.h:144
friend EnableIf< UseSMPAssign< VT2 > >::Type smpMultAssign(DenseVector< VT2, true > &lhs, const TDVecSMatMultExpr &rhs)
SMP multiplication assignment of a transpose dense vector-sparse matrix multiplication to a dense vec...
Definition: TDVecSMatMultExpr.h:737
Expression object for transpose dense vector-sparse matrix multiplications.The TDVecSMatMultExpr clas...
Definition: Forward.h:134
bool isAligned() const
Returns whether the operands of the expression are properly aligned in memory.
Definition: TDVecSMatMultExpr.h:260
BLAZE_ALWAYS_INLINE MT::Iterator end(Matrix< MT, SO > &matrix, size_t i)
Returns an iterator just past the last element of row/column i.
Definition: Matrix.h:258
bool canSMPAssign() const
Returns whether the expression can be used in SMP assignments.
Definition: TDVecSMatMultExpr.h:270
Efficient implementation of a compressed matrix.The CompressedMatrix class template is the represent...
Definition: CompressedMatrix.h:209
void reset(const DiagonalProxy< MT > &proxy)
Resetting the represented element to the default initial values.
Definition: DiagonalProxy.h:821
const This & CompositeType
Data type for composite expression templates.
Definition: CompressedMatrix.h:2507
Type ElementType
Type of the sparse matrix elements.
Definition: CompressedMatrix.h:261
BLAZE_ALWAYS_INLINE size_t rows(const Matrix< MT, SO > &matrix)
Returns the current number of rows of the matrix.
Definition: Matrix.h:316
Header file for the DenseVector base class.
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
TDVecSMatMultExpr< VT, MT > This
Type of this TDVecSMatMultExpr instance.
Definition: TDVecSMatMultExpr.h:136
Header file for the Computation base class.
Header file for the RequiresEvaluation type trait.
friend EnableIf< UseSMPAssign< VT2 > >::Type smpAssign(SparseVector< VT2, true > &lhs, const TDVecSMatMultExpr &rhs)
SMP assignment of a transpose dense vector-sparse matrix multiplication to a sparse vector ( )...
Definition: TDVecSMatMultExpr.h:618
friend void assign(SparseVector< VT2, true > &lhs, const TDVecSMatMultExpr &rhs)
Assignment of a transpose dense vector-sparse matrix multiplication to a sparse vector ( )...
Definition: TDVecSMatMultExpr.h:367
const ResultType CompositeType
Data type for composite expression templates.
Definition: TDVecSMatMultExpr.h:141
RightOperand mat_
Right-hand side sparse matrix of the multiplication expression.
Definition: TDVecSMatMultExpr.h:278
Base class for sparse matrices.The SparseMatrix class is a base class for all sparse matrix classes...
Definition: Forward.h:107
LeftOperand vec_
Left-hand side dense vector of the multiplication expression.
Definition: TDVecSMatMultExpr.h:277
bool isDefault(const DiagonalProxy< MT > &proxy)
Returns whether the represented element is in default state.
Definition: DiagonalProxy.h:861
Constraint on the data type.
MultTrait< VRT, MRT >::Type ResultType
Result type for expression template evaluations.
Definition: TDVecSMatMultExpr.h:137
Constraint on the data type.
Header file for the MultExprTrait class template.
Compile time check to query the requirement to evaluate an expression.Via this type trait it is possi...
Definition: RequiresEvaluation.h:90
ReturnType operator[](size_t index) const
Subscript operator for the direct access to the vector elements.
Definition: TDVecSMatMultExpr.h:182
LeftOperand leftOperand() const
Returns the left-hand side dense vector operand.
Definition: TDVecSMatMultExpr.h:216
size_t size() const
Returns the current size/dimension of the vector.
Definition: TDVecSMatMultExpr.h:206
Compile time type selection.The SelectType class template selects one of the two given types T1 and T...
Definition: SelectType.h:59
Header file for the DisableIf class template.
friend void subAssign(DenseVector< VT2, true > &lhs, const TDVecSMatMultExpr &rhs)
Subtraction assignment of a transpose dense vector-sparse matrix multiplication to a dense vector ( )...
Definition: TDVecSMatMultExpr.h:470
Header file for the multiplication trait.
ResultType::TransposeType TransposeType
Transpose type for expression template evaluations.
Definition: TDVecSMatMultExpr.h:138
Header file for the IsSymmetric type trait.
Namespace of the Blaze C++ math library.
Definition: Blaze.h:57
bool isAliased(const T *alias) const
Returns whether the expression is aliased with the given address alias.
Definition: TDVecSMatMultExpr.h:250
SelectType< evaluateMatrix, const MRT, MCT >::Type RT
Composite type of the right-hand side sparse matrix expression.
Definition: TDVecSMatMultExpr.h:153
friend void multAssign(DenseVector< VT2, true > &lhs, const TDVecSMatMultExpr &rhs)
Multiplication assignment of a transpose dense vector-sparse matrix multiplication to a dense vector ...
Definition: TDVecSMatMultExpr.h:545
const Element * ConstIterator
Iterator over constant elements.
Definition: CompressedMatrix.h:2511
Header file for the Or class template.
Header file for the IsMatMatMultExpr type trait class.
Header file for the Columns type trait.
Base class for N-dimensional dense vectors.The DenseVector class is a base class for all arbitrarily ...
Definition: DenseVector.h:70
RightOperand rightOperand() const
Returns the right-hand side sparse matrix operand.
Definition: TDVecSMatMultExpr.h:226
Constraint on the data type.
friend EnableIf< UseSMPAssign< VT2 > >::Type smpAddAssign(DenseVector< VT2, true > &lhs, const TDVecSMatMultExpr &rhs)
Addition assignment of a transpose dense vector-sparse matrix multiplication to a dense vector ( )...
Definition: TDVecSMatMultExpr.h:649
#define BLAZE_CONSTRAINT_MUST_NOT_BE_MATMATMULTEXPR_TYPE(T)
Constraint on the data type.In case the given data type T is a matrix/matrix multiplication expressio...
Definition: MatMatMultExpr.h:126
#define BLAZE_CONSTRAINT_MUST_BE_REFERENCE_TYPE(T)
Constraint on the data type.In case the given data type T is not a reference type, a compilation error is created.
Definition: Reference.h:78
Constraints on the storage order of matrix types.
Constraint on the data type.
Header file for the SelectType class template.
Header file for all forward declarations for expression class templates.
Header file for the EnableIf class template.
SelectType< IsExpression< MT >::value, const MT, const MT & >::Type RightOperand
Composite type of the right-hand side sparse matrix expression.
Definition: TDVecSMatMultExpr.h:147
Header file for the serial shim.
Compile time check for resizable data types.This type trait tests whether the given data type is a re...
Definition: IsResizable.h:75
#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.
#define BLAZE_CONSTRAINT_MUST_BE_ROW_MAJOR_MATRIX_TYPE(T)
Constraint on the data type.In case the given data type T is not a row-major dense or sparse matrix t...
Definition: StorageOrder.h:81
Removal of reference modifiers.The RemoveCV type trait removes any reference modifiers from the given...
Definition: RemoveReference.h:69
Header file for run time assertion macros.
MT::CompositeType MCT
Composite type of the right-hand side sparse matrix expression.
Definition: TDVecSMatMultExpr.h:108
Base template for the MultTrait class.
Definition: MultTrait.h:150
Substitution Failure Is Not An Error (SFINAE) class.The EnableIf class template is an auxiliary tool ...
Definition: EnableIf.h:184
Header file for the reset shim.
Constraint on the data type.
ResultType::ElementType ElementType
Resulting element type.
Definition: TDVecSMatMultExpr.h:139
Header file for the isDefault shim.
Header file for the TVecMatMultExpr base class.
Constraint on the data type.
friend void addAssign(DenseVector< VT2, true > &lhs, const TDVecSMatMultExpr &rhs)
Addition assignment of a transpose dense vector-sparse matrix multiplication to a dense vector ( )...
Definition: TDVecSMatMultExpr.h:395
VT::ResultType VRT
Result type of the left-hand side dense vector expression.
Definition: TDVecSMatMultExpr.h:105
SelectType< evaluateVector, const VRT, VCT >::Type LT
Composite type of the left-hand side dense vector expression.
Definition: TDVecSMatMultExpr.h:150
Header file for the RemoveReference type trait.
friend EnableIf< UseSMPAssign< VT2 > >::Type smpAssign(DenseVector< VT2, true > &lhs, const TDVecSMatMultExpr &rhs)
SMP assignment of a transpose dense vector-sparse matrix multiplication to a dense vector ( )...
Definition: TDVecSMatMultExpr.h:580
const ElementType ReturnType
Return type for expression template evaluations.
Definition: TDVecSMatMultExpr.h:140
TDVecSMatMultExpr(const VT &vec, const MT &mat)
Constructor for the TDVecSMatMultExpr class.
Definition: TDVecSMatMultExpr.h:168
friend EnableIf< UseSMPAssign< VT2 > >::Type smpSubAssign(DenseVector< VT2, true > &lhs, const TDVecSMatMultExpr &rhs)
SMP subtraction assignment of a transpose dense vector-sparse matrix multiplication to a dense vector...
Definition: TDVecSMatMultExpr.h:693
friend void assign(DenseVector< VT2, true > &lhs, const TDVecSMatMultExpr &rhs)
Assignment of a transpose dense vector-sparse matrix multiplication to a dense vector ( )...
Definition: TDVecSMatMultExpr.h:294
#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
#define BLAZE_CONSTRAINT_MUST_FORM_VALID_TVECMATMULTEXPR(T1, T2)
Constraint on the data type.In case the given data types T1 and T2 do not form a valid vector/matrix ...
Definition: TVecMatMultExpr.h:166
VT::CompositeType VCT
Composite type of the left-hand side dense vector expression.
Definition: TDVecSMatMultExpr.h:107
bool canAlias(const T *alias) const
Returns whether the expression can alias with the given address alias.
Definition: TDVecSMatMultExpr.h:238
const DMatTransExpr< MT,!SO > trans(const DenseMatrix< MT, SO > &dm)
Calculation of the transpose of the given dense matrix.
Definition: DMatTransExpr.h:937
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
#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.
Constraint on the data type.
Header file for the IsResizable type trait.
const size_t SMP_TDVECSMATMULT_THRESHOLD
SMP dense vector/row-major sparse matrix multiplication threshold.This threshold specifies when a den...
Definition: Thresholds.h:552
Header file for the Size type trait.
Header file for the thresholds for matrix/vector and matrix/matrix multiplications.
#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
#define BLAZE_CONSTRAINT_MUST_BE_SPARSE_MATRIX_TYPE(T)
Constraint on the data type.In case the given data type T is not a sparse, N-dimensional matrix type...
Definition: SparseMatrix.h:79
Header file for the IsExpression type trait class.
Header file for the FunctionTrace class.
MT::ResultType MRT
Result type of the right-hand side sparse matrix expression.
Definition: TDVecSMatMultExpr.h:106