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TDMatSMatAddExpr.h
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1 //=================================================================================================
33 //=================================================================================================
34 
35 #ifndef _BLAZE_MATH_EXPRESSIONS_TDMATSMATADDEXPR_H_
36 #define _BLAZE_MATH_EXPRESSIONS_TDMATSMATADDEXPR_H_
37 
38 
39 //*************************************************************************************************
40 // Includes
41 //*************************************************************************************************
42 
43 #include <stdexcept>
61 #include <blaze/util/Assert.h>
64 #include <blaze/util/SelectType.h>
65 #include <blaze/util/Types.h>
66 
67 
68 namespace blaze {
69 
70 //=================================================================================================
71 //
72 // CLASS TDMATSMATADDEXPR
73 //
74 //=================================================================================================
75 
76 //*************************************************************************************************
83 template< typename MT1 // Type of the left-hand side dense matrix
84  , typename MT2 > // Type of the right-hand side sparse matrix
85 class TDMatSMatAddExpr : public DenseMatrix< TDMatSMatAddExpr<MT1,MT2>, false >
86  , private MatMatAddExpr
87  , private Computation
88 {
89  private:
90  //**Type definitions****************************************************************************
91  typedef typename MT1::ResultType RT1;
92  typedef typename MT2::ResultType RT2;
93  typedef typename MT1::ReturnType RN1;
94  typedef typename MT2::ReturnType RN2;
95  //**********************************************************************************************
96 
97  //**Return type evaluation**********************************************************************
99 
104  enum { returnExpr = !IsTemporary<RN1>::value && !IsTemporary<RN2>::value };
105 
108  //**********************************************************************************************
109 
110  public:
111  //**Type definitions****************************************************************************
117 
120 
122  typedef const ResultType CompositeType;
123 
125  typedef typename SelectType< IsExpression<MT1>::value, const MT1, const MT1& >::Type LeftOperand;
126 
128  typedef typename SelectType< IsExpression<MT2>::value, const MT2, const MT2& >::Type RightOperand;
129  //**********************************************************************************************
130 
131  //**Compilation flags***************************************************************************
133  enum { vectorizable = 0 };
134 
136  enum { smpAssignable = 0 };
137  //**********************************************************************************************
138 
139  //**Constructor*********************************************************************************
145  explicit inline TDMatSMatAddExpr( const MT1& lhs, const MT2& rhs )
146  : lhs_( lhs ) // Left-hand side dense matrix of the addition expression
147  , rhs_( rhs ) // Right-hand side sparse matrix of the addition expression
148  {
149  BLAZE_INTERNAL_ASSERT( lhs.rows() == rhs.rows() , "Invalid number of rows" );
150  BLAZE_INTERNAL_ASSERT( lhs.columns() == rhs.columns(), "Invalid number of columns" );
151  }
152  //**********************************************************************************************
153 
154  //**Access operator*****************************************************************************
161  inline ReturnType operator()( size_t i, size_t j ) const {
162  BLAZE_INTERNAL_ASSERT( i < lhs_.rows() , "Invalid row access index" );
163  BLAZE_INTERNAL_ASSERT( j < lhs_.columns(), "Invalid column access index" );
164  return lhs_(i,j) + rhs_(i,j);
165  }
166  //**********************************************************************************************
167 
168  //**Rows function*******************************************************************************
173  inline size_t rows() const {
174  return lhs_.rows();
175  }
176  //**********************************************************************************************
177 
178  //**Columns function****************************************************************************
183  inline size_t columns() const {
184  return lhs_.columns();
185  }
186  //**********************************************************************************************
187 
188  //**Left operand access*************************************************************************
193  inline LeftOperand leftOperand() const {
194  return lhs_;
195  }
196  //**********************************************************************************************
197 
198  //**Right operand access************************************************************************
203  inline RightOperand rightOperand() const {
204  return rhs_;
205  }
206  //**********************************************************************************************
207 
208  //**********************************************************************************************
214  template< typename T >
215  inline bool canAlias( const T* alias ) const {
216  return ( IsExpression<MT1>::value && lhs_.canAlias( alias ) ) ||
217  ( rhs_.canAlias( alias ) );
218  }
219  //**********************************************************************************************
220 
221  //**********************************************************************************************
227  template< typename T >
228  inline bool isAliased( const T* alias ) const {
229  return ( lhs_.isAliased( alias ) || rhs_.isAliased( alias ) );
230  }
231  //**********************************************************************************************
232 
233  private:
234  //**Member variables****************************************************************************
237  //**********************************************************************************************
238 
239  //**Assignment to dense matrices****************************************************************
251  template< typename MT // Type of the target dense matrix
252  , bool SO2 > // Storage order of the target dense matrix
253  friend inline void assign( DenseMatrix<MT,SO2>& lhs, const TDMatSMatAddExpr& rhs )
254  {
256 
257  BLAZE_INTERNAL_ASSERT( (~lhs).rows() == rhs.rows() , "Invalid number of rows" );
258  BLAZE_INTERNAL_ASSERT( (~lhs).columns() == rhs.columns(), "Invalid number of columns" );
259 
260  if( !IsExpression<MT1>::value && (~lhs).isAliased( &rhs.lhs_ ) ) {
261  smpAddAssign( ~lhs, rhs.rhs_ );
262  }
263  else {
264  smpAssign ( ~lhs, rhs.lhs_ );
265  smpAddAssign( ~lhs, rhs.rhs_ );
266  }
267  }
269  //**********************************************************************************************
270 
271  //**Assignment to sparse matrices***************************************************************
283  template< typename MT // Type of the target sparse matrix
284  , bool SO2 > // Storage order of the target sparse matrix
285  friend inline void assign( SparseMatrix<MT,SO2>& lhs, const TDMatSMatAddExpr& rhs )
286  {
288 
289  typedef typename SelectType< SO2, OppositeType, ResultType >::Type TmpType;
290 
297 
298  BLAZE_INTERNAL_ASSERT( (~lhs).rows() == rhs.rows() , "Invalid number of rows" );
299  BLAZE_INTERNAL_ASSERT( (~lhs).columns() == rhs.columns(), "Invalid number of columns" );
300 
301  const TmpType tmp( rhs );
302  smpAssign( ~lhs, tmp );
303  }
305  //**********************************************************************************************
306 
307  //**Addition assignment to dense matrices*******************************************************
320  template< typename MT // Type of the target dense matrix
321  , bool SO2 > // Storage order of the target dense matrix
322  friend inline void addAssign( DenseMatrix<MT,SO2>& lhs, const TDMatSMatAddExpr& rhs )
323  {
325 
326  BLAZE_INTERNAL_ASSERT( (~lhs).rows() == rhs.rows() , "Invalid number of rows" );
327  BLAZE_INTERNAL_ASSERT( (~lhs).columns() == rhs.columns(), "Invalid number of columns" );
328 
329  smpAddAssign( ~lhs, rhs.lhs_ );
330  smpAddAssign( ~lhs, rhs.rhs_ );
331  }
333  //**********************************************************************************************
334 
335  //**Addition assignment to sparse matrices******************************************************
336  // No special implementation for the addition assignment to sparse matrices.
337  //**********************************************************************************************
338 
339  //**Subtraction assignment to dense matrices****************************************************
352  template< typename MT // Type of the target dense matrix
353  , bool SO2 > // Storage order of the target dense matrix
354  friend inline void subAssign( DenseMatrix<MT,SO2>& lhs, const TDMatSMatAddExpr& rhs )
355  {
357 
358  BLAZE_INTERNAL_ASSERT( (~lhs).rows() == rhs.rows() , "Invalid number of rows" );
359  BLAZE_INTERNAL_ASSERT( (~lhs).columns() == rhs.columns(), "Invalid number of columns" );
360 
361  smpSubAssign( ~lhs, rhs.lhs_ );
362  smpSubAssign( ~lhs, rhs.rhs_ );
363  }
365  //**********************************************************************************************
366 
367  //**Subtraction assignment to sparse matrices***************************************************
368  // No special implementation for the subtraction assignment to sparse matrices.
369  //**********************************************************************************************
370 
371  //**Multiplication assignment to dense matrices*************************************************
372  // No special implementation for the multiplication assignment to dense matrices.
373  //**********************************************************************************************
374 
375  //**Multiplication assignment to sparse matrices************************************************
376  // No special implementation for the multiplication assignment to sparse matrices.
377  //**********************************************************************************************
378 
379  //**Compile time checks*************************************************************************
386  //**********************************************************************************************
387 };
388 //*************************************************************************************************
389 
390 
391 
392 
393 //=================================================================================================
394 //
395 // GLOBAL BINARY ARITHMETIC OPERATORS
396 //
397 //=================================================================================================
398 
399 //*************************************************************************************************
430 template< typename T1 // Type of the left-hand side dense matrix
431  , typename T2 > // Type of the right-hand side sparse matrix
432 const TDMatSMatAddExpr<T1,T2>
434 {
436 
437  if( (~lhs).rows() != (~rhs).rows() || (~lhs).columns() != (~rhs).columns() )
438  throw std::invalid_argument( "Matrix sizes do not match" );
439 
440  return TDMatSMatAddExpr<T1,T2>( ~lhs, ~rhs );
441 }
442 //*************************************************************************************************
443 
444 
445 //*************************************************************************************************
476 template< typename T1 // Type of the left-hand side dense matrix
477  , typename T2 > // Type of the right-hand side sparse matrix
478 const TDMatSMatAddExpr<T1,T2>
480 {
482 
483  if( (~lhs).rows() != (~rhs).rows() || (~lhs).columns() != (~rhs).columns() )
484  throw std::invalid_argument( "Matrix sizes do not match" );
485 
486  return TDMatSMatAddExpr<T1,T2>( ~rhs, ~lhs );
487 }
488 //*************************************************************************************************
489 
490 
491 
492 
493 //=================================================================================================
494 //
495 // GLOBAL RESTRUCTURING BINARY ARITHMETIC OPERATORS
496 //
497 //=================================================================================================
498 
499 //*************************************************************************************************
512 template< typename T1 // Type of the dense matrix of the left-hand side expression
513  , typename T2 // Type of the sparse matrix of the left-hand side expression
514  , typename T3 // Type of the right-hand side dense matrix
515  , bool SO > // Storage order of the right-hand side dense matrix
516 inline const typename AddExprTrait< TDMatSMatAddExpr<T1,T2>, T3 >::Type
517  operator+( const TDMatSMatAddExpr<T1,T2>& lhs, const DenseMatrix<T3,SO>& rhs )
518 {
520 
521  return ( lhs.leftOperand() + (~rhs) ) + lhs.rightOperand();
522 }
524 //*************************************************************************************************
525 
526 
527 //*************************************************************************************************
540 template< typename T1 // Type of the dense matrix of the left-hand side expression
541  , typename T2 // Type of the sparse matrix of the left-hand side expression
542  , typename T3 // Type of the right-hand side dense matrix
543  , bool SO > // Storage order of the right-hand side dense matrix
544 inline const typename SubExprTrait< TDMatSMatAddExpr<T1,T2>, T3 >::Type
545  operator-( const TDMatSMatAddExpr<T1,T2>& lhs, const DenseMatrix<T3,SO>& rhs )
546 {
548 
549  return ( lhs.leftOperand() - (~rhs) ) + lhs.rightOperand();
550 }
552 //*************************************************************************************************
553 
554 
555 
556 
557 //=================================================================================================
558 //
559 // EXPRESSION TRAIT SPECIALIZATIONS
560 //
561 //=================================================================================================
562 
563 //*************************************************************************************************
565 template< typename MT1, typename MT2, typename MT3 >
566 struct DMatDMatAddExprTrait< TDMatSMatAddExpr<MT1,MT2>, MT3 >
567 {
568  public:
569  //**********************************************************************************************
571  typedef typename SelectType< IsDenseMatrix<MT1>::value && IsColumnMajorMatrix<MT1>::value &&
572  IsSparseMatrix<MT2>::value && IsRowMajorMatrix<MT2>::value &&
573  IsDenseMatrix<MT3>::value && IsRowMajorMatrix<MT3>::value
574  , typename DMatSMatAddExprTrait< typename TDMatDMatAddExprTrait<MT1,MT3>::Type, MT2 >::Type
575  , INVALID_TYPE >::Type Type;
577  //**********************************************************************************************
578 };
580 //*************************************************************************************************
581 
582 
583 //*************************************************************************************************
585 template< typename MT1, typename MT2, typename MT3 >
586 struct DMatTDMatAddExprTrait< TDMatSMatAddExpr<MT1,MT2>, MT3 >
587 {
588  public:
589  //**********************************************************************************************
591  typedef typename SelectType< IsDenseMatrix<MT1>::value && IsColumnMajorMatrix<MT1>::value &&
592  IsSparseMatrix<MT2>::value && IsRowMajorMatrix<MT2>::value &&
593  IsDenseMatrix<MT3>::value && IsColumnMajorMatrix<MT3>::value
594  , typename TDMatSMatAddExprTrait< typename TDMatTDMatAddExprTrait<MT1,MT3>::Type, MT2 >::Type
595  , INVALID_TYPE >::Type Type;
597  //**********************************************************************************************
598 };
600 //*************************************************************************************************
601 
602 
603 //*************************************************************************************************
605 template< typename MT1, typename MT2, typename MT3 >
606 struct DMatDMatSubExprTrait< TDMatSMatAddExpr<MT1,MT2>, MT3 >
607 {
608  public:
609  //**********************************************************************************************
611  typedef typename SelectType< IsDenseMatrix<MT1>::value && IsColumnMajorMatrix<MT1>::value &&
612  IsSparseMatrix<MT2>::value && IsRowMajorMatrix<MT2>::value &&
613  IsDenseMatrix<MT3>::value && IsRowMajorMatrix<MT3>::value
614  , typename DMatSMatAddExprTrait< typename TDMatDMatSubExprTrait<MT1,MT3>::Type, MT2 >::Type
615  , INVALID_TYPE >::Type Type;
617  //**********************************************************************************************
618 };
620 //*************************************************************************************************
621 
622 
623 //*************************************************************************************************
625 template< typename MT1, typename MT2, typename MT3 >
626 struct DMatTDMatSubExprTrait< TDMatSMatAddExpr<MT1,MT2>, MT3 >
627 {
628  public:
629  //**********************************************************************************************
631  typedef typename SelectType< IsDenseMatrix<MT1>::value && IsColumnMajorMatrix<MT1>::value &&
632  IsSparseMatrix<MT2>::value && IsRowMajorMatrix<MT2>::value &&
633  IsDenseMatrix<MT3>::value && IsColumnMajorMatrix<MT3>::value
634  , typename TDMatSMatAddExprTrait< typename TDMatTDMatSubExprTrait<MT1,MT3>::Type, MT2 >::Type
635  , INVALID_TYPE >::Type Type;
637  //**********************************************************************************************
638 };
640 //*************************************************************************************************
641 
642 
643 //*************************************************************************************************
645 template< typename MT1, typename MT2, bool AF >
646 struct SubmatrixExprTrait< TDMatSMatAddExpr<MT1,MT2>, AF >
647 {
648  public:
649  //**********************************************************************************************
650  typedef typename AddExprTrait< typename SubmatrixExprTrait<const MT1,AF>::Type
651  , typename SubmatrixExprTrait<const MT2,AF>::Type >::Type Type;
652  //**********************************************************************************************
653 };
655 //*************************************************************************************************
656 
657 
658 //*************************************************************************************************
660 template< typename MT1, typename MT2 >
661 struct RowExprTrait< TDMatSMatAddExpr<MT1,MT2> >
662 {
663  public:
664  //**********************************************************************************************
665  typedef typename AddExprTrait< typename RowExprTrait<const MT1>::Type
666  , typename RowExprTrait<const MT2>::Type >::Type Type;
667  //**********************************************************************************************
668 };
670 //*************************************************************************************************
671 
672 
673 //*************************************************************************************************
675 template< typename MT1, typename MT2 >
676 struct ColumnExprTrait< TDMatSMatAddExpr<MT1,MT2> >
677 {
678  public:
679  //**********************************************************************************************
680  typedef typename AddExprTrait< typename ColumnExprTrait<const MT1>::Type
681  , typename ColumnExprTrait<const MT2>::Type >::Type Type;
682  //**********************************************************************************************
683 };
685 //*************************************************************************************************
686 
687 } // namespace blaze
688 
689 #endif
Evaluation of the return type of an addition expression.Via this type trait it is possible to evaluat...
Definition: AddExprTrait.h:103
Compile time check whether the given type is a temporary vector or matrix type.This type trait class ...
Definition: IsTemporary.h:87
MT2::ResultType RT2
Result type of the right-hand side sparse matrix expression.
Definition: TDMatSMatAddExpr.h:92
size_t columns() const
Returns the current number of columns of the matrix.
Definition: TDMatSMatAddExpr.h:183
MT1::ReturnType RN1
Return type of the left-hand side dense matrix expression.
Definition: TDMatSMatAddExpr.h:93
LeftOperand leftOperand() const
Returns the left-hand side transpose dense matrix operand.
Definition: TDMatSMatAddExpr.h:193
void smpSubAssign(DenseMatrix< MT1, SO1 > &lhs, const Matrix< MT2, SO2 > &rhs)
Default implementation of the SMP subtraction assignment of a matrix to dense matrix.
Definition: DenseMatrix.h:151
Efficient implementation of a compressed matrix.The CompressedMatrix class template is the represent...
Definition: CompressedMatrix.h:197
#define BLAZE_CONSTRAINT_MUST_BE_DENSE_MATRIX_TYPE(T)
Constraint on the data type.In case the given data type T is not a dense, N-dimensional matrix type...
Definition: DenseMatrix.h:79
Header file for the ColumnExprTrait class template.
bool isAliased(const T *alias) const
Returns whether the expression is aliased with the given address alias.
Definition: TDMatSMatAddExpr.h:228
Header file for the sparse matrix SMP implementation.
const This & CompositeType
Data type for composite expression templates.
Definition: CompressedMatrix.h:2384
Type ElementType
Type of the sparse matrix elements.
Definition: CompressedMatrix.h:249
Header file for the AddExprTrait class template.
LeftOperand lhs_
Left-hand side dense matrix of the addition expression.
Definition: TDMatSMatAddExpr.h:235
Header file for the Computation base class.
RightOperand rhs_
Right-hand side sparse matrix of the addition expression.
Definition: TDMatSMatAddExpr.h:236
ReturnType operator()(size_t i, size_t j) const
2D-access to the matrix elements.
Definition: TDMatSMatAddExpr.h:161
TDMatSMatAddExpr(const MT1 &lhs, const MT2 &rhs)
Constructor for the TDMatSMatAddExpr class.
Definition: TDMatSMatAddExpr.h:145
Base class for dense matrices.The DenseMatrix class is a base class for all dense matrix classes...
Definition: DenseMatrix.h:70
Base class for sparse matrices.The SparseMatrix class is a base class for all sparse matrix classes...
Definition: Forward.h:104
Constraint on the data type.
ResultType::OppositeType OppositeType
Result type with opposite storage order for expression template evaluations.
Definition: TDMatSMatAddExpr.h:114
SelectType< IsExpression< MT2 >::value, const MT2, const MT2 & >::Type RightOperand
Composite type of the right-hand side sparse matrix expression.
Definition: TDMatSMatAddExpr.h:128
Constraint on the data type.
Constraint on the data type.
void smpAddAssign(DenseMatrix< 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:121
MT1::ResultType RT1
Result type of the left-hand side dense matrix expression.
Definition: TDMatSMatAddExpr.h:91
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 IsTemporary type trait class.
#define BLAZE_CONSTRAINT_MUST_BE_COLUMN_MAJOR_MATRIX_TYPE(T)
Constraint on the data type.In case the given data type T is not a column-major dense or sparse matri...
Definition: StorageOrder.h:161
const SelectType< returnExpr, ExprReturnType, ElementType >::Type ReturnType
Return type for expression template evaluations.
Definition: TDMatSMatAddExpr.h:119
Header file for the dense matrix SMP implementation.
Header file for the DenseMatrix base class.
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:179
const DenseIterator< Type > operator+(const DenseIterator< Type > &it, ptrdiff_t inc)
Addition between a DenseIterator and an integral value.
Definition: DenseIterator.h:556
#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.
Header file for the SelectType class template.
Header file for the RowExprTrait class template.
Header file for all forward declarations for expression class templates.
AddTrait< RT1, RT2 >::Type ResultType
Result type for expression template evaluations.
Definition: TDMatSMatAddExpr.h:113
void smpAssign(DenseMatrix< MT1, SO1 > &lhs, const Matrix< MT2, SO2 > &rhs)
Default implementation of the SMP assignment of a matrix to a dense matrix.
Definition: DenseMatrix.h:91
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
const Type & ReturnType
Return type for expression template evaluations.
Definition: CompressedMatrix.h:2383
Header file for run time assertion macros.
Base template for the AddTrait class.
Definition: AddTrait.h:141
Header file for the addition trait.
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:209
AddExprTrait< RN1, RN2 >::Type ExprReturnType
Expression return type for the subscript operator.
Definition: TDMatSMatAddExpr.h:107
const DenseIterator< Type > operator-(const DenseIterator< Type > &it, ptrdiff_t inc)
Subtraction between a DenseIterator and an integral value.
Definition: DenseIterator.h:585
const ResultType CompositeType
Data type for composite expression templates.
Definition: TDMatSMatAddExpr.h:122
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:239
Header file for the MatMatAddExpr base class.
#define BLAZE_CONSTRAINT_MATRICES_MUST_HAVE_SAME_STORAGE_ORDER(T1, T2)
Constraint on the data type.In case either of the two given data types T1 or T2 is not a matrix type ...
Definition: StorageOrder.h:283
ResultType::TransposeType TransposeType
Transpose type for expression template evaluations.
Definition: TDMatSMatAddExpr.h:115
size_t rows() const
Returns the current number of rows of the matrix.
Definition: TDMatSMatAddExpr.h:173
bool canAlias(const T *alias) const
Returns whether the expression can alias with the given address alias.
Definition: TDMatSMatAddExpr.h:215
RightOperand rightOperand() const
Returns the right-hand side sparse matrix operand.
Definition: TDMatSMatAddExpr.h:203
Expression object for dense matrix-sparse matrix additions.The TDMatSMatAddExpr class represents the ...
Definition: Forward.h:123
#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:2379
TDMatSMatAddExpr< MT1, MT2 > This
Type of this TDMatSMatAddExpr instance.
Definition: TDMatSMatAddExpr.h:112
size_t columns(const Matrix< MT, SO > &m)
Returns the current number of columns of the matrix.
Definition: Matrix.h:154
Header file for basic type definitions.
SelectType< IsExpression< MT1 >::value, const MT1, const MT1 & >::Type LeftOperand
Composite type of the left-hand side dense matrix expression.
Definition: TDMatSMatAddExpr.h:125
MT2::ReturnType RN2
Return type of the right-hand side sparse matrix expression.
Definition: TDMatSMatAddExpr.h:94
Header file for the SubExprTrait class template.
size_t rows(const Matrix< MT, SO > &m)
Returns the current number of rows of the matrix.
Definition: Matrix.h:138
#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
Compile time check whether the given type is an expression template.This type trait class tests wheth...
Definition: IsExpression.h:87
ResultType::ElementType ElementType
Resulting element type.
Definition: TDMatSMatAddExpr.h:116
Header file for the IsExpression type trait class.
Header file for the FunctionTrace class.