SVecDVecSubExpr.h
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1 //=================================================================================================
33 //=================================================================================================
34 
35 #ifndef _BLAZE_MATH_EXPRESSIONS_SVECDVECSUBEXPR_H_
36 #define _BLAZE_MATH_EXPRESSIONS_SVECDVECSUBEXPR_H_
37 
38 
39 //*************************************************************************************************
40 // Includes
41 //*************************************************************************************************
42 
43 #include <blaze/math/Aliases.h>
49 #include <blaze/math/Exception.h>
61 #include <blaze/util/Assert.h>
62 #include <blaze/util/EnableIf.h>
64 #include <blaze/util/mpl/If.h>
65 #include <blaze/util/mpl/Maximum.h>
66 #include <blaze/util/Types.h>
67 
68 
69 namespace blaze {
70 
71 //=================================================================================================
72 //
73 // CLASS SVECDVECSUBEXPR
74 //
75 //=================================================================================================
76 
77 //*************************************************************************************************
84 template< typename VT1 // Type of the left-hand side sparse vector
85  , typename VT2 // Type of the right-hand side dense vector
86  , bool TF > // Transpose flag
87 class SVecDVecSubExpr
88  : public VecVecSubExpr< DenseVector< SVecDVecSubExpr<VT1,VT2,TF>, TF > >
89  , private Computation
90 {
91  private:
92  //**Type definitions****************************************************************************
101  //**********************************************************************************************
102 
103  //**Return type evaluation**********************************************************************
105 
110  enum : bool { returnExpr = !IsTemporary<RN1>::value && !IsTemporary<RN2>::value };
111 
114  //**********************************************************************************************
115 
116  //**Parallel evaluation strategy****************************************************************
118 
123  template< typename VT >
124  struct UseSMPAssign {
125  enum : bool { value = ( !VT1::smpAssignable || !VT2::smpAssignable ) };
126  };
128  //**********************************************************************************************
129 
130  public:
131  //**Type definitions****************************************************************************
136 
139 
141  using CompositeType = const ResultType;
142 
144  using LeftOperand = If_< IsExpression<VT1>, const VT1, const VT1& >;
145 
147  using RightOperand = If_< IsExpression<VT2>, const VT2, const VT2& >;
148  //**********************************************************************************************
149 
150  //**Compilation flags***************************************************************************
152  enum : bool { simdEnabled = false };
153 
155  enum : bool { smpAssignable = false };
156  //**********************************************************************************************
157 
158  //**Constructor*********************************************************************************
164  explicit inline SVecDVecSubExpr( const VT1& lhs, const VT2& rhs ) noexcept
165  : lhs_( lhs ) // Left-hand side sparse vector of the subtraction expression
166  , rhs_( rhs ) // Right-hand side dense vector of the subtraction expression
167  {
168  BLAZE_INTERNAL_ASSERT( lhs.size() == rhs.size(), "Invalid vector sizes" );
169  }
170  //**********************************************************************************************
171 
172  //**Subscript operator**************************************************************************
178  inline ReturnType operator[]( size_t index ) const {
179  BLAZE_INTERNAL_ASSERT( index < lhs_.size(), "Invalid vector access index" );
180  return lhs_[index] - rhs_[index];
181  }
182  //**********************************************************************************************
183 
184  //**At function*********************************************************************************
191  inline ReturnType at( size_t index ) const {
192  if( index >= lhs_.size() ) {
193  BLAZE_THROW_OUT_OF_RANGE( "Invalid vector access index" );
194  }
195  return (*this)[index];
196  }
197  //**********************************************************************************************
198 
199  //**Size function*******************************************************************************
204  inline size_t size() const noexcept {
205  return lhs_.size();
206  }
207  //**********************************************************************************************
208 
209  //**Left operand access*************************************************************************
214  inline LeftOperand leftOperand() const noexcept {
215  return lhs_;
216  }
217  //**********************************************************************************************
218 
219  //**Right operand access************************************************************************
224  inline RightOperand rightOperand() const noexcept {
225  return rhs_;
226  }
227  //**********************************************************************************************
228 
229  //**********************************************************************************************
235  template< typename T >
236  inline bool canAlias( const T* alias ) const noexcept {
237  return ( lhs_.canAlias( alias ) ) ||
238  ( IsExpression<VT2>::value && rhs_.canAlias( alias ) );
239  }
240  //**********************************************************************************************
241 
242  //**********************************************************************************************
248  template< typename T >
249  inline bool isAliased( const T* alias ) const noexcept {
250  return ( lhs_.isAliased( alias ) || rhs_.isAliased( alias ) );
251  }
252  //**********************************************************************************************
253 
254  private:
255  //**Member variables****************************************************************************
258  //**********************************************************************************************
259 
260  //**Assignment to dense vectors*****************************************************************
272  template< typename VT > // Type of the target dense vector
273  friend inline void assign( DenseVector<VT,TF>& lhs, const SVecDVecSubExpr& rhs )
274  {
276 
277  BLAZE_INTERNAL_ASSERT( (~lhs).size() == rhs.size(), "Invalid vector sizes" );
278 
279  assign ( ~lhs, -rhs.rhs_ );
280  addAssign( ~lhs, rhs.lhs_ );
281  }
283  //**********************************************************************************************
284 
285  //**Assignment to sparse vectors****************************************************************
297  template< typename VT > // Type of the target sparse vector
298  friend inline void assign( SparseVector<VT,TF>& lhs, const SVecDVecSubExpr& rhs )
299  {
301 
305 
306  BLAZE_INTERNAL_ASSERT( (~lhs).size() == rhs.size(), "Invalid vector sizes" );
307 
308  const ResultType tmp( serial( rhs ) );
309  assign( ~lhs, tmp );
310  }
312  //**********************************************************************************************
313 
314  //**Addition assignment to dense vectors********************************************************
326  template< typename VT > // Type of the target dense vector
327  friend inline void addAssign( DenseVector<VT,TF>& lhs, const SVecDVecSubExpr& rhs )
328  {
330 
331  BLAZE_INTERNAL_ASSERT( (~lhs).size() == rhs.size(), "Invalid vector sizes" );
332 
333  subAssign( ~lhs, rhs.rhs_ );
334  addAssign( ~lhs, rhs.lhs_ );
335  }
337  //**********************************************************************************************
338 
339  //**Addition assignment to sparse vectors*******************************************************
340  // No special implementation for the addition assignment to sparse vectors.
341  //**********************************************************************************************
342 
343  //**Subtraction assignment to dense vectors*****************************************************
355  template< typename VT > // Type of the target dense vector
356  friend inline void subAssign( DenseVector<VT,TF>& lhs, const SVecDVecSubExpr& rhs )
357  {
359 
360  BLAZE_INTERNAL_ASSERT( (~lhs).size() == rhs.size(), "Invalid vector sizes" );
361 
362  addAssign( ~lhs, rhs.rhs_ );
363  subAssign( ~lhs, rhs.lhs_ );
364  }
366  //**********************************************************************************************
367 
368  //**Subtraction assignment to sparse vectors****************************************************
369  // No special implementation for the subtraction assignment to sparse vectors.
370  //**********************************************************************************************
371 
372  //**Multiplication assignment to dense vectors**************************************************
384  template< typename VT > // Type of the target dense vector
385  friend inline void multAssign( DenseVector<VT,TF>& lhs, const SVecDVecSubExpr& rhs )
386  {
388 
392 
393  BLAZE_INTERNAL_ASSERT( (~lhs).size() == rhs.size(), "Invalid vector sizes" );
394 
395  const ResultType tmp( serial( rhs ) );
396  multAssign( ~lhs, tmp );
397  }
399  //**********************************************************************************************
400 
401  //**Multiplication assignment to sparse vectors*************************************************
402  // No special implementation for the multiplication assignment to sparse vectors.
403  //**********************************************************************************************
404 
405  //**Division assignment to dense vectors********************************************************
417  template< typename VT > // Type of the target dense vector
418  friend inline void divAssign( DenseVector<VT,TF>& lhs, const SVecDVecSubExpr& rhs )
419  {
421 
425 
426  BLAZE_INTERNAL_ASSERT( (~lhs).size() == rhs.size(), "Invalid vector sizes" );
427 
428  const ResultType tmp( serial( rhs ) );
429  divAssign( ~lhs, tmp );
430  }
432  //**********************************************************************************************
433 
434  //**Division assignment to sparse vectors*******************************************************
435  // No special implementation for the division assignment to sparse vectors.
436  //**********************************************************************************************
437 
438  //**SMP assignment to dense vectors*************************************************************
452  template< typename VT > // Type of the target dense vector
453  friend inline EnableIf_< UseSMPAssign<VT> >
454  smpAssign( DenseVector<VT,TF>& lhs, const SVecDVecSubExpr& rhs )
455  {
457 
458  BLAZE_INTERNAL_ASSERT( (~lhs).size() == rhs.size(), "Invalid vector sizes" );
459 
460  smpAssign ( ~lhs, -rhs.rhs_ );
461  smpAddAssign( ~lhs, rhs.lhs_ );
462  }
464  //**********************************************************************************************
465 
466  //**SMP assignment to sparse vectors************************************************************
480  template< typename VT > // Type of the target sparse vector
481  friend inline EnableIf_< UseSMPAssign<VT> >
482  smpAssign( SparseVector<VT,TF>& lhs, const SVecDVecSubExpr& rhs )
483  {
485 
489 
490  BLAZE_INTERNAL_ASSERT( (~lhs).size() == rhs.size(), "Invalid vector sizes" );
491 
492  const ResultType tmp( rhs );
493  smpAssign( ~lhs, tmp );
494  }
496  //**********************************************************************************************
497 
498  //**SMP addition assignment to dense vectors****************************************************
512  template< typename VT > // Type of the target dense vector
513  friend inline EnableIf_< UseSMPAssign<VT> >
515  {
517 
518  BLAZE_INTERNAL_ASSERT( (~lhs).size() == rhs.size(), "Invalid vector sizes" );
519 
520  smpSubAssign( ~lhs, rhs.rhs_ );
521  smpAddAssign( ~lhs, rhs.lhs_ );
522  }
524  //**********************************************************************************************
525 
526  //**SMP addition assignment to sparse vectors***************************************************
527  // No special implementation for the SMP addition assignment to sparse vectors.
528  //**********************************************************************************************
529 
530  //**SMP subtraction assignment to dense vectors*************************************************
544  template< typename VT > // Type of the target dense vector
545  friend inline EnableIf_< UseSMPAssign<VT> >
547  {
549 
550  BLAZE_INTERNAL_ASSERT( (~lhs).size() == rhs.size(), "Invalid vector sizes" );
551 
552  smpAddAssign( ~lhs, rhs.rhs_ );
553  smpSubAssign( ~lhs, rhs.lhs_ );
554  }
556  //**********************************************************************************************
557 
558  //**SMP subtraction assignment to sparse vectors************************************************
559  // No special implementation for the SMP subtraction assignment to sparse vectors.
560  //**********************************************************************************************
561 
562  //**SMP multiplication assignment to dense vectors**********************************************
577  template< typename VT > // Type of the target dense vector
578  friend inline EnableIf_< UseSMPAssign<VT> >
580  {
582 
586 
587  BLAZE_INTERNAL_ASSERT( (~lhs).size() == rhs.size(), "Invalid vector sizes" );
588 
589  const ResultType tmp( rhs );
590  smpMultAssign( ~lhs, tmp );
591  }
593  //**********************************************************************************************
594 
595  //**SMP multiplication assignment to sparse vectors*********************************************
596  // No special implementation for the SMP multiplication assignment to sparse vectors.
597  //**********************************************************************************************
598 
599  //**SMP division assignment to dense vectors****************************************************
613  template< typename VT > // Type of the target dense vector
614  friend inline EnableIf_< UseSMPAssign<VT> >
616  {
618 
622 
623  BLAZE_INTERNAL_ASSERT( (~lhs).size() == rhs.size(), "Invalid vector sizes" );
624 
625  const ResultType tmp( rhs );
626  smpDivAssign( ~lhs, tmp );
627  }
629  //**********************************************************************************************
630 
631  //**SMP division assignment to sparse vectors***************************************************
632  // No special implementation for the SMP division assignment to sparse vectors.
633  //**********************************************************************************************
634 
635  //**Compile time checks*************************************************************************
643  //**********************************************************************************************
644 };
645 //*************************************************************************************************
646 
647 
648 
649 
650 //=================================================================================================
651 //
652 // GLOBAL BINARY ARITHMETIC OPERATORS
653 //
654 //=================================================================================================
655 
656 //*************************************************************************************************
682 template< typename VT1 // Type of the left-hand side sparse vector
683  , typename VT2 // Type of the right-hand side dense vector
684  , bool TF > // Transpose flag
685 inline decltype(auto)
686  operator-( const SparseVector<VT1,TF>& lhs, const DenseVector<VT2,TF>& rhs )
687 {
689 
690  if( (~lhs).size() != (~rhs).size() ) {
691  BLAZE_THROW_INVALID_ARGUMENT( "Vector sizes do not match" );
692  }
693 
695  return ReturnType( ~lhs, ~rhs );
696 }
697 //*************************************************************************************************
698 
699 
700 
701 
702 //=================================================================================================
703 //
704 // GLOBAL RESTRUCTURING BINARY ARITHMETIC OPERATORS
705 //
706 //=================================================================================================
707 
708 //*************************************************************************************************
721 template< typename VT1 // Type of the sparse vector of the left-hand side expression
722  , typename VT2 // Type of the dense vector of the left-hand side expression
723  , bool TF // Transpose flag of the left-hand side expression
724  , typename VT3 > // Type of right-hand side dense vector
725 inline decltype(auto)
727 {
729 
730  return ( (~rhs) - lhs.rightOperand() ) + lhs.leftOperand();
731 }
733 //*************************************************************************************************
734 
735 
736 //*************************************************************************************************
749 template< typename VT1 // Type of the sparse vector of the left-hand side expression
750  , typename VT2 // Type of the dense vector of the left-hand side expression
751  , bool TF // Transpose flag of the left-hand side expression
752  , typename VT3 > // Type of right-hand side dense vector
753 inline decltype(auto)
755 {
757 
758  return lhs.leftOperand() - ( lhs.rightOperand() + (~rhs) );
759 }
761 //*************************************************************************************************
762 
763 
764 
765 
766 //=================================================================================================
767 //
768 // SIZE SPECIALIZATIONS
769 //
770 //=================================================================================================
771 
772 //*************************************************************************************************
774 template< typename VT1, typename VT2, bool TF >
775 struct Size< SVecDVecSubExpr<VT1,VT2,TF>, 0UL >
776  : public Maximum< Size<VT1,0UL>, Size<VT2,0UL> >
777 {};
779 //*************************************************************************************************
780 
781 } // namespace blaze
782 
783 #endif
const ResultType CompositeType
Data type for composite expression templates.
Definition: SVecDVecSubExpr.h:141
ResultType_< VT1 > RT1
Result type of the left-hand side sparse vector expression.
Definition: SVecDVecSubExpr.h:93
#define BLAZE_THROW_INVALID_ARGUMENT(MESSAGE)
Macro for the emission of a std::invalid_argument exception.This macro encapsulates the default way o...
Definition: Exception.h:235
Header file for auxiliary alias declarations.
LeftOperand lhs_
Left-hand side sparse vector of the subtraction expression.
Definition: SVecDVecSubExpr.h:256
Expression object for sparse vector-dense vector subtractions.The SVecDVecSubExpr class represents th...
Definition: Forward.h:135
Compile time check whether the given type is a temporary vector or matrix type.This type trait class ...
Definition: IsTemporary.h:69
Header file for the subtraction trait.
Header file for basic type definitions.
EnableIf_< IsDenseMatrix< MT1 > > smpSubAssign(Matrix< MT1, SO1 > &lhs, const Matrix< MT2, SO2 > &rhs)
Default implementation of the SMP subtraction assignment of a matrix to dense matrix.
Definition: DenseMatrix.h:164
Header file for the serial shim.
const DenseIterator< Type, AF > operator+(const DenseIterator< Type, AF > &it, ptrdiff_t inc) noexcept
Addition between a DenseIterator and an integral value.
Definition: DenseIterator.h:701
EnableIf_< IsDenseVector< VT1 > > smpMultAssign(Vector< VT1, TF1 > &lhs, const Vector< VT2, TF2 > &rhs)
Default implementation of the SMP multiplication assignment of a vector to a dense vector...
Definition: DenseVector.h:193
Compile time value evaluation.The Maximum alias declaration selects the larger of the two given templ...
Definition: Maximum.h:73
Header file for the DenseVector base class.
Header file for the Computation base class.
const DenseIterator< Type, AF > operator-(const DenseIterator< Type, AF > &it, ptrdiff_t inc) noexcept
Subtraction between a DenseIterator and an integral value.
Definition: DenseIterator.h:733
typename T::ResultType ResultType_
Alias declaration for nested ResultType type definitions.The ResultType_ alias declaration provides a...
Definition: Aliases.h:343
EnableIf_< IsDenseMatrix< MT1 > > smpAddAssign(Matrix< MT1, SO1 > &lhs, const Matrix< MT2, SO2 > &rhs)
Default implementation of the SMP addition assignment of a matrix to a dense matrix.
Definition: DenseMatrix.h:133
bool canAlias(const T *alias) const noexcept
Returns whether the expression can alias with the given address alias.
Definition: SVecDVecSubExpr.h:236
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:363
RightOperand rightOperand() const noexcept
Returns the right-hand side dense vector operand.
Definition: SVecDVecSubExpr.h:224
typename SubExprTrait< T1, T2 >::Type SubExprTrait_
Auxiliary alias declaration for the SubExprTrait class template.The SubExprTrait_ alias declaration p...
Definition: SubExprTrait.h:112
Header file for the Maximum class template.
SubTrait_< RT1, RT2 > ResultType
Result type for expression template evaluations.
Definition: SVecDVecSubExpr.h:133
typename T::CompositeType CompositeType_
Alias declaration for nested CompositeType type definitions.The CompositeType_ alias declaration prov...
Definition: Aliases.h:83
ResultType_< VT2 > RT2
Result type of the right-hand side dense vector expression.
Definition: SVecDVecSubExpr.h:94
CompositeType_< VT1 > CT1
Composite type of the left-hand side sparse vector expression.
Definition: SVecDVecSubExpr.h:97
RightOperand rhs_
Right-hand side dense vector of the subtraction expression.
Definition: SVecDVecSubExpr.h:257
Header file for the IsTemporary type trait class.
Namespace of the Blaze C++ math library.
Definition: Blaze.h:58
Header file for the If class template.
EnableIf_< IsDenseMatrix< MT1 > > smpAssign(Matrix< MT1, SO1 > &lhs, const Matrix< MT2, SO2 > &rhs)
Default implementation of the SMP assignment of a matrix to a dense matrix.
Definition: DenseMatrix.h:102
ReturnType_< VT2 > RN2
Return type of the right-hand side dense vector expression.
Definition: SVecDVecSubExpr.h:96
#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
LeftOperand leftOperand() const noexcept
Returns the left-hand side sparse vector operand.
Definition: SVecDVecSubExpr.h:214
typename T::ElementType ElementType_
Alias declaration for nested ElementType type definitions.The ElementType_ alias declaration provides...
Definition: Aliases.h:163
size_t size() const noexcept
Returns the current size/dimension of the vector.
Definition: SVecDVecSubExpr.h:204
const IfTrue_< returnExpr, ExprReturnType, ElementType > ReturnType
Return type for expression template evaluations.
Definition: SVecDVecSubExpr.h:138
Base class for N-dimensional dense vectors.The DenseVector class is a base class for all arbitrarily ...
Definition: DenseVector.h:76
#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
TransposeType_< ResultType > TransposeType
Transpose type for expression template evaluations.
Definition: SVecDVecSubExpr.h:134
Constraint on the data type.
SVecDVecSubExpr(const VT1 &lhs, const VT2 &rhs) noexcept
Constructor for the SVecDVecSubExpr class.
Definition: SVecDVecSubExpr.h:164
Constraint on the data type.
Header file for the exception macros of the math module.
Header file for the VecVecSubExpr base class.
Constraint on the data type.
Header file for all forward declarations for expression class templates.
Constraint on the data type.
If_< IsExpression< VT2 >, const VT2, const VT2 &> RightOperand
Composite type of the right-hand side dense vector expression.
Definition: SVecDVecSubExpr.h:147
Header file for the EnableIf class template.
Header file for run time assertion macros.
ElementType_< ResultType > ElementType
Resulting element type.
Definition: SVecDVecSubExpr.h:135
ReturnType operator[](size_t index) const
Subscript operator for the direct access to the vector elements.
Definition: SVecDVecSubExpr.h:178
ReturnType at(size_t index) const
Checked access to the vector elements.
Definition: SVecDVecSubExpr.h:191
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:154
EnableIf_< IsDenseVector< VT1 > > smpDivAssign(Vector< VT1, TF1 > &lhs, const Vector< VT2, TF2 > &rhs)
Default implementation of the SMP division assignment of a vector to a dense vector.
Definition: DenseVector.h:222
#define BLAZE_FUNCTION_TRACE
Function trace macro.This macro can be used to reliably trace function calls. In case function tracin...
Definition: FunctionTrace.h:94
If_< IsExpression< VT1 >, const VT1, const VT1 &> LeftOperand
Composite type of the left-hand side sparse vector expression.
Definition: SVecDVecSubExpr.h:144
decltype(auto) serial(const DenseMatrix< MT, SO > &dm)
Forces the serial evaluation of the given dense matrix expression dm.
Definition: DMatSerialExpr.h:816
#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
ReturnType_< VT1 > RN1
Return type of the left-hand side sparse vector expression.
Definition: SVecDVecSubExpr.h:95
CompositeType_< VT2 > CT2
Composite type of the right-hand side dense vector expression.
Definition: SVecDVecSubExpr.h:98
typename EnableIf< Condition, T >::Type EnableIf_
Auxiliary alias declaration for the EnableIf class template.The EnableIf_ alias declaration provides ...
Definition: EnableIf.h:224
Constraint on the data type.
const Type & ReturnType
Return type for expression template evaluations.
Definition: CompressedMatrix.h:3080
#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
#define BLAZE_CONSTRAINT_MUST_FORM_VALID_VECVECSUBEXPR(T1, T2)
Constraint on the data type.In case the given data types T1 and T2 do not form a valid vector/vector ...
Definition: VecVecSubExpr.h:108
Header file for the IsComputation type trait class.
typename SubTrait< T1, T2 >::Type SubTrait_
Auxiliary alias declaration for the SubTrait class template.The SubTrait_ alias declaration provides ...
Definition: SubTrait.h:291
Compile time evaluation of the size of vectors and matrices.The Size type trait evaluates the size of...
Definition: Size.h:80
Base class for sparse vectors.The SparseVector class is a base class for all arbitrarily sized (N-dim...
Definition: Forward.h:130
bool isAliased(const T *alias) const noexcept
Returns whether the expression is aliased with the given address alias.
Definition: SVecDVecSubExpr.h:249
typename T::TransposeType TransposeType_
Alias declaration for nested TransposeType type definitions.The TransposeType_ alias declaration prov...
Definition: Aliases.h:423
TransposeType_< VT2 > TT2
Transpose type of the right-hand side dense vector expression.
Definition: SVecDVecSubExpr.h:100
SubExprTrait_< RN1, RN2 > ExprReturnType
Expression return type for the subscript operator.
Definition: SVecDVecSubExpr.h:113
Header file for the SubExprTrait class template.
Header file for the Size type trait.
#define BLAZE_CONSTRAINT_MUST_BE_VECTOR_WITH_TRANSPOSE_FLAG(T, TF)
Constraint on the data type.In case the given data type T is not a dense or sparse vector type and in...
Definition: TransposeFlag.h:63
#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
Compile time check whether the given type is an expression template.This type trait class tests wheth...
Definition: IsExpression.h:95
TransposeType_< VT1 > TT1
Transpose type of the left-hand side sparse vector expression.
Definition: SVecDVecSubExpr.h:99
Header file for the IsExpression type trait class.
Header file for the function trace functionality.