NDDEM
DenseBase.h
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1 // This file is part of Eigen, a lightweight C++ template library
2 // for linear algebra.
3 //
4 // Copyright (C) 2007-2010 Benoit Jacob <jacob.benoit.1@gmail.com>
5 // Copyright (C) 2008-2010 Gael Guennebaud <gael.guennebaud@inria.fr>
6 //
7 // This Source Code Form is subject to the terms of the Mozilla
8 // Public License v. 2.0. If a copy of the MPL was not distributed
9 // with this file, You can obtain one at http://mozilla.org/MPL/2.0/.
10 
11 #ifndef EIGEN_DENSEBASE_H
12 #define EIGEN_DENSEBASE_H
13 
14 namespace Eigen {
15 
16 namespace internal {
17 
18 // The index type defined by EIGEN_DEFAULT_DENSE_INDEX_TYPE must be a signed type.
19 // This dummy function simply aims at checking that at compile time.
20 static inline void check_DenseIndex_is_signed() {
21  EIGEN_STATIC_ASSERT(NumTraits<DenseIndex>::IsSigned,THE_INDEX_TYPE_MUST_BE_A_SIGNED_TYPE)
22 }
23 
24 } // end namespace internal
25 
41 template<typename Derived> class DenseBase
42 #ifndef EIGEN_PARSED_BY_DOXYGEN
43  : public DenseCoeffsBase<Derived, internal::accessors_level<Derived>::value>
44 #else
45  : public DenseCoeffsBase<Derived,DirectWriteAccessors>
46 #endif // not EIGEN_PARSED_BY_DOXYGEN
47 {
48  public:
49 
54 
56 
64 
67 
71  typedef Scalar value_type;
72 
75 
76  using Base::derived;
77  using Base::const_cast_derived;
78  using Base::rows;
79  using Base::cols;
80  using Base::size;
81  using Base::rowIndexByOuterInner;
82  using Base::colIndexByOuterInner;
83  using Base::coeff;
84  using Base::coeffByOuterInner;
85  using Base::operator();
86  using Base::operator[];
87  using Base::x;
88  using Base::y;
89  using Base::z;
90  using Base::w;
91  using Base::stride;
92  using Base::innerStride;
93  using Base::outerStride;
94  using Base::rowStride;
95  using Base::colStride;
96  typedef typename Base::CoeffReturnType CoeffReturnType;
97 
98  enum {
99 
160  NumDimensions = int(MaxSizeAtCompileTime) == 1 ? 0 : bool(IsVectorAtCompileTime) ? 1 : 2,
174 
175  InnerStrideAtCompileTime = internal::inner_stride_at_compile_time<Derived>::ret,
176  OuterStrideAtCompileTime = internal::outer_stride_at_compile_time<Derived>::ret
177  };
178 
180 
181  enum { IsPlainObjectBase = 0 };
182 
192 
202 
211 
215  inline Index nonZeros() const { return size(); }
216 
223  Index outerSize() const
224  {
225  return IsVectorAtCompileTime ? 1
226  : int(IsRowMajor) ? this->rows() : this->cols();
227  }
228 
235  Index innerSize() const
236  {
237  return IsVectorAtCompileTime ? this->size()
238  : int(IsRowMajor) ? this->cols() : this->rows();
239  }
240 
246  void resize(Index newSize)
247  {
248  EIGEN_ONLY_USED_FOR_DEBUG(newSize);
249  eigen_assert(newSize == this->size()
250  && "DenseBase::resize() does not actually allow to resize.");
251  }
257  void resize(Index rows, Index cols)
258  {
261  eigen_assert(rows == this->rows() && cols == this->cols()
262  && "DenseBase::resize() does not actually allow to resize.");
263  }
264 
265 #ifndef EIGEN_PARSED_BY_DOXYGEN
274 
275 #endif // not EIGEN_PARSED_BY_DOXYGEN
276 
278  template<typename OtherDerived>
280  Derived& operator=(const DenseBase<OtherDerived>& other);
281 
286  Derived& operator=(const DenseBase& other);
287 
288  template<typename OtherDerived>
290  Derived& operator=(const EigenBase<OtherDerived> &other);
291 
292  template<typename OtherDerived>
294  Derived& operator+=(const EigenBase<OtherDerived> &other);
295 
296  template<typename OtherDerived>
298  Derived& operator-=(const EigenBase<OtherDerived> &other);
299 
300  template<typename OtherDerived>
302  Derived& operator=(const ReturnByValue<OtherDerived>& func);
303 
306  template<typename OtherDerived>
309  Derived& lazyAssign(const DenseBase<OtherDerived>& other);
310 
313 
314  template<unsigned int Added,unsigned int Removed>
317  const Derived& flagged() const
318  { return derived(); }
319 
320  template<typename OtherDerived>
323 
331  void transposeInPlace();
332 
334  Constant(Index rows, Index cols, const Scalar& value);
336  Constant(Index size, const Scalar& value);
338  Constant(const Scalar& value);
339 
341  LinSpaced(Sequential_t, Index size, const Scalar& low, const Scalar& high);
343  LinSpaced(Sequential_t, const Scalar& low, const Scalar& high);
344 
346  LinSpaced(Index size, const Scalar& low, const Scalar& high);
348  LinSpaced(const Scalar& low, const Scalar& high);
349 
350  template<typename CustomNullaryOp> EIGEN_DEVICE_FUNC
352  NullaryExpr(Index rows, Index cols, const CustomNullaryOp& func);
353  template<typename CustomNullaryOp> EIGEN_DEVICE_FUNC
355  NullaryExpr(Index size, const CustomNullaryOp& func);
356  template<typename CustomNullaryOp> EIGEN_DEVICE_FUNC
358  NullaryExpr(const CustomNullaryOp& func);
359 
360  EIGEN_DEVICE_FUNC static const ConstantReturnType Zero(Index rows, Index cols);
363  EIGEN_DEVICE_FUNC static const ConstantReturnType Ones(Index rows, Index cols);
366 
367  EIGEN_DEVICE_FUNC void fill(const Scalar& value);
368  EIGEN_DEVICE_FUNC Derived& setConstant(const Scalar& value);
369  EIGEN_DEVICE_FUNC Derived& setLinSpaced(Index size, const Scalar& low, const Scalar& high);
370  EIGEN_DEVICE_FUNC Derived& setLinSpaced(const Scalar& low, const Scalar& high);
371  EIGEN_DEVICE_FUNC Derived& setZero();
372  EIGEN_DEVICE_FUNC Derived& setOnes();
373  EIGEN_DEVICE_FUNC Derived& setRandom();
374 
375  template<typename OtherDerived> EIGEN_DEVICE_FUNC
376  bool isApprox(const DenseBase<OtherDerived>& other,
377  const RealScalar& prec = NumTraits<Scalar>::dummy_precision()) const;
379  bool isMuchSmallerThan(const RealScalar& other,
380  const RealScalar& prec = NumTraits<Scalar>::dummy_precision()) const;
381  template<typename OtherDerived> EIGEN_DEVICE_FUNC
382  bool isMuchSmallerThan(const DenseBase<OtherDerived>& other,
383  const RealScalar& prec = NumTraits<Scalar>::dummy_precision()) const;
384 
389 
390  inline bool hasNaN() const;
391  inline bool allFinite() const;
392 
394  Derived& operator*=(const Scalar& other);
396  Derived& operator/=(const Scalar& other);
397 
408  {
409  // Even though MSVC does not honor strong inlining when the return type
410  // is a dynamic matrix, we desperately need strong inlining for fixed
411  // size types on MSVC.
412  return typename internal::eval<Derived>::type(derived());
413  }
414 
418  template<typename OtherDerived>
420  void swap(const DenseBase<OtherDerived>& other)
421  {
422  EIGEN_STATIC_ASSERT(!OtherDerived::IsPlainObjectBase,THIS_EXPRESSION_IS_NOT_A_LVALUE__IT_IS_READ_ONLY);
423  eigen_assert(rows()==other.rows() && cols()==other.cols());
424  call_assignment(derived(), other.const_cast_derived(), internal::swap_assign_op<Scalar>());
425  }
426 
430  template<typename OtherDerived>
433  {
434  eigen_assert(rows()==other.rows() && cols()==other.cols());
435  call_assignment(derived(), other.derived(), internal::swap_assign_op<Scalar>());
436  }
437 
441  template<bool Enable> EIGEN_DEVICE_FUNC
443  template<bool Enable> EIGEN_DEVICE_FUNC
445 
446  EIGEN_DEVICE_FUNC Scalar sum() const;
447  EIGEN_DEVICE_FUNC Scalar mean() const;
449 
450  EIGEN_DEVICE_FUNC Scalar prod() const;
451 
452  template<int NaNPropagation>
454  template<int NaNPropagation>
456 
457 
458  // By default, the fastest version with undefined NaN propagation semantics is
459  // used.
460  // TODO(rmlarsen): Replace with default template argument when we move to
461  // c++11 or beyond.
463  return minCoeff<PropagateFast>();
464  }
466  return maxCoeff<PropagateFast>();
467  }
468 
469  template<int NaNPropagation, typename IndexType>
471  typename internal::traits<Derived>::Scalar minCoeff(IndexType* row, IndexType* col) const;
472  template<int NaNPropagation, typename IndexType>
474  typename internal::traits<Derived>::Scalar maxCoeff(IndexType* row, IndexType* col) const;
475  template<int NaNPropagation, typename IndexType>
477  typename internal::traits<Derived>::Scalar minCoeff(IndexType* index) const;
478  template<int NaNPropagation, typename IndexType>
480  typename internal::traits<Derived>::Scalar maxCoeff(IndexType* index) const;
481 
482  // TODO(rmlarsen): Replace these methods with a default template argument.
483  template<typename IndexType>
484  EIGEN_DEVICE_FUNC inline
485  typename internal::traits<Derived>::Scalar minCoeff(IndexType* row, IndexType* col) const {
486  return minCoeff<PropagateFast>(row, col);
487  }
488  template<typename IndexType>
489  EIGEN_DEVICE_FUNC inline
490  typename internal::traits<Derived>::Scalar maxCoeff(IndexType* row, IndexType* col) const {
491  return maxCoeff<PropagateFast>(row, col);
492  }
493  template<typename IndexType>
494  EIGEN_DEVICE_FUNC inline
495  typename internal::traits<Derived>::Scalar minCoeff(IndexType* index) const {
496  return minCoeff<PropagateFast>(index);
497  }
498  template<typename IndexType>
499  EIGEN_DEVICE_FUNC inline
500  typename internal::traits<Derived>::Scalar maxCoeff(IndexType* index) const {
501  return maxCoeff<PropagateFast>(index);
502  }
503 
504  template<typename BinaryOp>
506  Scalar redux(const BinaryOp& func) const;
507 
508  template<typename Visitor>
510  void visit(Visitor& func) const;
511 
519  inline const WithFormat<Derived> format(const IOFormat& fmt) const
520  {
521  return WithFormat<Derived>(derived(), fmt);
522  }
523 
527  {
529  eigen_assert(this->rows() == 1 && this->cols() == 1);
530  return derived().coeff(0,0);
531  }
532 
533  EIGEN_DEVICE_FUNC bool all() const;
534  EIGEN_DEVICE_FUNC bool any() const;
535  EIGEN_DEVICE_FUNC Index count() const;
536 
541 
549  //Code moved here due to a CUDA compiler bug
551  return ConstRowwiseReturnType(derived());
552  }
554 
563  return ConstColwiseReturnType(derived());
564  }
566 
568  static const RandomReturnType Random(Index rows, Index cols);
569  static const RandomReturnType Random(Index size);
570  static const RandomReturnType Random();
571 
572  template<typename ThenDerived,typename ElseDerived>
574  select(const DenseBase<ThenDerived>& thenMatrix,
575  const DenseBase<ElseDerived>& elseMatrix) const;
576 
577  template<typename ThenDerived>
579  select(const DenseBase<ThenDerived>& thenMatrix, const typename ThenDerived::Scalar& elseScalar) const;
580 
581  template<typename ElseDerived>
583  select(const typename ElseDerived::Scalar& thenScalar, const DenseBase<ElseDerived>& elseMatrix) const;
584 
585  template<int p> RealScalar lpNorm() const;
586 
587  template<int RowFactor, int ColFactor>
598  //Code moved here due to a CUDA compiler bug
600  const Replicate<Derived, Dynamic, Dynamic> replicate(Index rowFactor, Index colFactor) const
601  {
602  return Replicate<Derived, Dynamic, Dynamic>(derived(), rowFactor, colFactor);
603  }
604 
609  //Code moved here due to a CUDA compiler bug
611  {
612  return ConstReverseReturnType(derived());
613  }
615 
616  #ifdef EIGEN_PARSED_BY_DOXYGEN
620  typedef random_access_iterator_type iterator;
622  typedef random_access_iterator_type const_iterator;
623  #else
628 
633 
634  // Stl-style iterators are supported only for vectors.
635 
638  void
640 
643  void
645  #endif
646 
647  inline iterator begin();
648  inline const_iterator begin() const;
649  inline const_iterator cbegin() const;
650  inline iterator end();
651  inline const_iterator end() const;
652  inline const_iterator cend() const;
653 
654 #define EIGEN_CURRENT_STORAGE_BASE_CLASS Eigen::DenseBase
655 #define EIGEN_DOC_BLOCK_ADDONS_NOT_INNER_PANEL
656 #define EIGEN_DOC_BLOCK_ADDONS_INNER_PANEL_IF(COND)
657 #define EIGEN_DOC_UNARY_ADDONS(X,Y)
658 # include "../plugins/CommonCwiseUnaryOps.h"
659 # include "../plugins/BlockMethods.h"
660 # include "../plugins/IndexedViewMethods.h"
661 # include "../plugins/ReshapedMethods.h"
662 # ifdef EIGEN_DENSEBASE_PLUGIN
663 # include EIGEN_DENSEBASE_PLUGIN
664 # endif
665 #undef EIGEN_CURRENT_STORAGE_BASE_CLASS
666 #undef EIGEN_DOC_BLOCK_ADDONS_NOT_INNER_PANEL
667 #undef EIGEN_DOC_BLOCK_ADDONS_INNER_PANEL_IF
668 #undef EIGEN_DOC_UNARY_ADDONS
669 
670  // disable the use of evalTo for dense objects with a nice compilation error
671  template<typename Dest>
673  inline void evalTo(Dest& ) const
674  {
675  EIGEN_STATIC_ASSERT((internal::is_same<Dest,void>::value),THE_EVAL_EVALTO_FUNCTION_SHOULD_NEVER_BE_CALLED_FOR_DENSE_OBJECTS);
676  }
677 
678  protected:
682  {
683  /* Just checks for self-consistency of the flags.
684  * Only do it when debugging Eigen, as this borders on paranoia and could slow compilation down
685  */
686 #ifdef EIGEN_INTERNAL_DEBUGGING
689  INVALID_STORAGE_ORDER_FOR_THIS_VECTOR_EXPRESSION)
690 #endif
691  }
692 
693  private:
696  template<typename OtherDerived> EIGEN_DEVICE_FUNC explicit DenseBase(const DenseBase<OtherDerived>&);
697 };
698 
699 } // end namespace Eigen
700 
701 #endif // EIGEN_DENSEBASE_H
EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE ColXpr col(Index i)
This is the const version of col().
Definition: BlockMethods.h:1097
EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE RowXpr row(Index i)
This is the const version of row(). *‍/.
Definition: BlockMethods.h:1118
#define EIGEN_DEFAULT_COPY_CONSTRUCTOR(CLASS)
Definition: Macros.h:1221
#define EIGEN_DEPRECATED
Definition: Macros.h:1058
#define EIGEN_CONSTEXPR
Definition: Macros.h:787
#define EIGEN_DEVICE_FUNC
Definition: Macros.h:976
#define EIGEN_ONLY_USED_FOR_DEBUG(x)
Definition: Macros.h:1049
#define eigen_assert(x)
Definition: Macros.h:1037
#define EIGEN_IMPLIES(a, b)
Definition: Macros.h:1315
#define EIGEN_STRONG_INLINE
Definition: Macros.h:917
#define EIGEN_STATIC_ASSERT(CONDITION, MSG)
Definition: StaticAssert.h:127
#define EIGEN_STATIC_ASSERT_SIZE_1x1(TYPE)
Definition: StaticAssert.h:197
General-purpose arrays with easy API for coefficient-wise operations.
Definition: Array.h:47
Generic expression of a matrix where all coefficients are defined by a functor.
Definition: CwiseNullaryOp.h:61
Base class for all dense matrices, vectors, and arrays.
Definition: DenseBase.h:47
EIGEN_DEVICE_FUNC internal::traits< Derived >::Scalar minCoeff(IndexType *index) const
Definition: DenseBase.h:495
EIGEN_DEVICE_FUNC internal::traits< Derived >::Scalar minCoeff(IndexType *row, IndexType *col) const
Definition: DenseBase.h:485
static EIGEN_DEVICE_FUNC const CwiseNullaryOp< CustomNullaryOp, PlainObject > NullaryExpr(Index size, const CustomNullaryOp &func)
EIGEN_DEVICE_FUNC EIGEN_CONSTEXPR Index innerSize() const
Definition: DenseBase.h:235
CwiseNullaryOp< internal::scalar_random_op< Scalar >, PlainObject > RandomReturnType
Definition: DenseBase.h:567
@ IsPlainObjectBase
Definition: DenseBase.h:181
static EIGEN_DEVICE_FUNC const ConstantReturnType Constant(Index rows, Index cols, const Scalar &value)
Definition: CwiseNullaryOp.h:189
EIGEN_DEVICE_FUNC DenseBase(int, int)
EIGEN_DEPRECATED typedef CwiseNullaryOp< internal::linspaced_op< Scalar >, PlainObject > SequentialLinSpacedReturnType
Definition: DenseBase.h:269
EIGEN_DEVICE_FUNC void reverseInPlace()
Definition: Reverse.h:141
static EIGEN_DEVICE_FUNC const ConstantReturnType Ones()
Definition: CwiseNullaryOp.h:670
EIGEN_DEVICE_FUNC void resize(Index newSize)
Definition: DenseBase.h:246
EIGEN_DEVICE_FUNC internal::conditional< Enable, ForceAlignedAccess< Derived >, Derived & >::type forceAlignedAccessIf()
EIGEN_DEVICE_FUNC Derived & setLinSpaced(Index size, const Scalar &low, const Scalar &high)
Sets a linearly spaced vector.
Definition: CwiseNullaryOp.h:430
DenseCoeffsBase< Derived, internal::accessors_level< Derived >::value > Base
Definition: DenseBase.h:74
EIGEN_DEVICE_FUNC Derived & setConstant(const Scalar &value)
Definition: CwiseNullaryOp.h:345
EIGEN_DEVICE_FUNC const internal::conditional< Enable, ForceAlignedAccess< Derived >, Derived & >::type forceAlignedAccessIf() const
EIGEN_DEVICE_FUNC bool all() const
Definition: BooleanRedux.h:79
EIGEN_DEVICE_FUNC EIGEN_CONSTEXPR Index outerSize() const
Definition: DenseBase.h:223
EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE void swap(PlainObjectBase< OtherDerived > &other)
Definition: DenseBase.h:432
NumTraits< Scalar >::Real RealScalar
Definition: DenseBase.h:73
EIGEN_DEVICE_FUNC void transposeInPlace()
Definition: Transpose.h:344
internal::traits< Derived >::StorageIndex StorageIndex
The type used to store indices.
Definition: DenseBase.h:63
EIGEN_DEVICE_FUNC Derived & setRandom()
Definition: Random.h:131
internal::traits< Derived >::StorageKind StorageKind
Definition: DenseBase.h:55
CwiseNullaryOp< internal::scalar_constant_op< Scalar >, PlainObject > ConstantReturnType
Definition: DenseBase.h:267
internal::conditional<(Flags &DirectAccessBit)==DirectAccessBit, internal::pointer_based_stl_iterator< Derived >, internal::generic_randaccess_stl_iterator< Derived > >::type iterator_type
Definition: DenseBase.h:627
EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE void swap(const DenseBase< OtherDerived > &other)
Definition: DenseBase.h:420
internal::conditional< IsVectorAtCompileTime, const_iterator_type, void >::type const_iterator
Definition: DenseBase.h:644
EIGEN_DEVICE_FUNC const Replicate< Derived, Dynamic, Dynamic > replicate(Index rowFactor, Index colFactor) const
Definition: DenseBase.h:600
VectorwiseOp< Derived, Horizontal > RowwiseReturnType
Definition: DenseBase.h:537
Base::CoeffReturnType CoeffReturnType
Definition: DenseBase.h:96
EIGEN_DEVICE_FUNC const Select< Derived, ThenDerived, ElseDerived > select(const DenseBase< ThenDerived > &thenMatrix, const DenseBase< ElseDerived > &elseMatrix) const
Definition: Select.h:126
Eigen::InnerIterator< Derived > InnerIterator
Definition: DenseBase.h:53
EIGEN_DEVICE_FUNC void fill(const Scalar &value)
Definition: CwiseNullaryOp.h:335
EIGEN_DEVICE_FUNC DenseBase(int)
EIGEN_DEVICE_FUNC internal::traits< Derived >::Scalar maxCoeff(IndexType *row, IndexType *col) const
Definition: DenseBase.h:490
EIGEN_DEVICE_FUNC internal::traits< Derived >::Scalar maxCoeff() const
Definition: DenseBase.h:465
internal::add_const_on_value_type< typename internal::eval< Derived >::type >::type EvalReturnType
Definition: DenseBase.h:398
iterator begin()
Definition: StlIterators.h:408
EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE Derived & operator=(const DenseBase< OtherDerived > &other)
Definition: Assign.h:39
internal::add_const< Transpose< const Derived > >::type ConstTransposeReturnType
Definition: DenseBase.h:327
EIGEN_DEVICE_FUNC internal::traits< Derived >::Scalar maxCoeff() const
EIGEN_DEVICE_FUNC Derived & operator-=(const EigenBase< OtherDerived > &other)
Definition: EigenBase.h:152
VectorwiseOp< Derived, Vertical > ColwiseReturnType
Definition: DenseBase.h:539
EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE EvalReturnType eval() const
Definition: DenseBase.h:407
internal::traits< Derived >::Scalar Scalar
Definition: DenseBase.h:66
CwiseNullaryOp< internal::linspaced_op< Scalar >, PlainObject > RandomAccessLinSpacedReturnType
Definition: DenseBase.h:271
EIGEN_DEVICE_FUNC EIGEN_CONSTEXPR Index nonZeros() const
Definition: DenseBase.h:215
EIGEN_DEPRECATED static EIGEN_DEVICE_FUNC const RandomAccessLinSpacedReturnType LinSpaced(Sequential_t, Index size, const Scalar &low, const Scalar &high)
Definition: CwiseNullaryOp.h:244
Reverse< Derived, BothDirections > ReverseReturnType
Definition: DenseBase.h:605
EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE Derived & operator*=(const Scalar &other)
Definition: SelfCwiseBinaryOp.h:18
EIGEN_DEVICE_FUNC internal::traits< Derived >::Scalar minCoeff() const
Definition: DenseBase.h:462
EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE Derived & operator/=(const Scalar &other)
Definition: SelfCwiseBinaryOp.h:39
RealScalar lpNorm() const
EIGEN_DEVICE_FUNC void visit(Visitor &func) const
Definition: Visitor.h:117
static EIGEN_DEVICE_FUNC const CwiseNullaryOp< CustomNullaryOp, PlainObject > NullaryExpr(const CustomNullaryOp &func)
EIGEN_DEVICE_FUNC internal::traits< Derived >::Scalar minCoeff() const
const VectorwiseOp< const Derived, Vertical > ConstColwiseReturnType
Definition: DenseBase.h:540
EIGEN_DEVICE_FUNC Index count() const
Definition: BooleanRedux.h:127
static EIGEN_DEVICE_FUNC const ConstantReturnType Zero()
Definition: CwiseNullaryOp.h:514
EIGEN_DEVICE_FUNC CoeffReturnType value() const
Definition: DenseBase.h:526
EIGEN_DEVICE_FUNC Derived & operator+=(const EigenBase< OtherDerived > &other)
Definition: EigenBase.h:143
EIGEN_DEVICE_FUNC bool isOnes(const RealScalar &prec=NumTraits< Scalar >::dummy_precision()) const
Definition: CwiseNullaryOp.h:685
Scalar value_type
Definition: DenseBase.h:71
Transpose< Derived > TransposeReturnType
Definition: DenseBase.h:324
EIGEN_DEVICE_FUNC ConstColwiseReturnType colwise() const
Definition: DenseBase.h:562
EIGEN_DEPRECATED const Derived & flagged() const
Definition: DenseBase.h:317
static EIGEN_DEVICE_FUNC const CwiseNullaryOp< CustomNullaryOp, PlainObject > NullaryExpr(Index rows, Index cols, const CustomNullaryOp &func)
EIGEN_DEVICE_FUNC const NestByValue< Derived > nestByValue() const
Definition: NestByValue.h:63
Matrix< typename internal::traits< Derived >::Scalar, internal::traits< Derived >::RowsAtCompileTime, internal::traits< Derived >::ColsAtCompileTime, AutoAlign|(internal::traits< Derived >::Flags &RowMajorBit ? RowMajor :ColMajor), internal::traits< Derived >::MaxRowsAtCompileTime, internal::traits< Derived >::MaxColsAtCompileTime > PlainMatrix
Definition: DenseBase.h:191
internal::conditional<(Flags &DirectAccessBit)==DirectAccessBit, internal::pointer_based_stl_iterator< const Derived >, internal::generic_randaccess_stl_iterator< const Derived > >::type const_iterator_type
Definition: DenseBase.h:632
internal::conditional< IsVectorAtCompileTime, iterator_type, void >::type iterator
Definition: DenseBase.h:639
EIGEN_DEVICE_FUNC const ForceAlignedAccess< Derived > forceAlignedAccess() const
EIGEN_DEVICE_FUNC bool isZero(const RealScalar &prec=NumTraits< Scalar >::dummy_precision()) const
Definition: CwiseNullaryOp.h:528
internal::conditional< internal::is_same< typename internal::traits< Derived >::XprKind, MatrixXpr >::value, PlainMatrix, PlainArray >::type PlainObject
The plain matrix or array type corresponding to this expression.
Definition: DenseBase.h:210
EIGEN_DEVICE_FUNC bool isApproxToConstant(const Scalar &value, const RealScalar &prec=NumTraits< Scalar >::dummy_precision()) const
Definition: CwiseNullaryOp.h:310
bool hasNaN() const
Definition: BooleanRedux.h:137
const WithFormat< Derived > format(const IOFormat &fmt) const
Definition: DenseBase.h:519
EIGEN_DEVICE_FUNC bool isConstant(const Scalar &value, const RealScalar &prec=NumTraits< Scalar >::dummy_precision()) const
Definition: CwiseNullaryOp.h:325
EIGEN_DEVICE_FUNC Scalar prod() const
Definition: Redux.h:493
EIGEN_DEVICE_FUNC Scalar redux(const BinaryOp &func) const
Matrix< typename NumTraits< typename internal::traits< Derived >::Scalar >::Real, internal::traits< Derived >::ColsAtCompileTime, 1 > EigenvaluesReturnType
Definition: DenseBase.h:273
EIGEN_DEVICE_FUNC DenseBase(const DenseBase< OtherDerived > &)
EIGEN_DEVICE_FUNC Derived & setZero()
Definition: CwiseNullaryOp.h:546
EIGEN_DEVICE_FUNC Scalar sum() const
Definition: Redux.h:459
EIGEN_DEVICE_FUNC bool isMuchSmallerThan(const RealScalar &other, const RealScalar &prec=NumTraits< Scalar >::dummy_precision()) const
EIGEN_DEVICE_FUNC Scalar mean() const
Definition: Redux.h:472
EIGEN_DEVICE_FUNC ReverseReturnType reverse()
Definition: Reverse.h:120
EIGEN_DEVICE_FUNC Derived & setOnes()
Definition: CwiseNullaryOp.h:698
internal::find_best_packet< Scalar, SizeAtCompileTime >::type PacketScalar
Definition: DenseBase.h:179
EIGEN_DEVICE_FUNC void evalTo(Dest &) const
Definition: DenseBase.h:673
EIGEN_DEVICE_FUNC ConstReverseReturnType reverse() const
Definition: DenseBase.h:610
EIGEN_DEVICE_FUNC ForceAlignedAccess< Derived > forceAlignedAccess()
EIGEN_DEPRECATED EIGEN_DEVICE_FUNC Derived & lazyAssign(const DenseBase< OtherDerived > &other)
EIGEN_DEVICE_FUNC bool any() const
Definition: BooleanRedux.h:103
EIGEN_DEVICE_FUNC const Replicate< Derived, RowFactor, ColFactor > replicate() const
Definition: Replicate.h:119
EIGEN_DEVICE_FUNC CommaInitializer< Derived > operator<<(const Scalar &s)
Definition: CommaInitializer.h:148
iterator end()
Definition: StlIterators.h:437
static const RandomReturnType Random()
Definition: Random.h:113
const_iterator cbegin() const
Definition: StlIterators.h:426
const_iterator cend() const
Definition: StlIterators.h:455
EIGEN_DEVICE_FUNC Scalar trace() const
EIGEN_DEVICE_FUNC internal::traits< Derived >::Scalar maxCoeff(IndexType *index) const
Definition: DenseBase.h:500
EIGEN_DEVICE_FUNC void resize(Index rows, Index cols)
Definition: DenseBase.h:257
bool allFinite() const
Definition: BooleanRedux.h:151
EIGEN_DEVICE_FUNC bool isApprox(const DenseBase< OtherDerived > &other, const RealScalar &prec=NumTraits< Scalar >::dummy_precision()) const
Definition: Fuzzy.h:103
const VectorwiseOp< const Derived, Horizontal > ConstRowwiseReturnType
Definition: DenseBase.h:538
const Reverse< const Derived, BothDirections > ConstReverseReturnType
Definition: DenseBase.h:606
EIGEN_DEVICE_FUNC TransposeReturnType transpose()
Definition: Transpose.h:182
EIGEN_DEVICE_FUNC ConstRowwiseReturnType rowwise() const
Definition: DenseBase.h:550
@ IsVectorAtCompileTime
Definition: DenseBase.h:153
@ SizeAtCompileTime
Definition: DenseBase.h:113
@ MaxSizeAtCompileTime
Definition: DenseBase.h:141
@ IsRowMajor
Definition: DenseBase.h:170
@ NumDimensions
Definition: DenseBase.h:160
@ OuterStrideAtCompileTime
Definition: DenseBase.h:176
@ Flags
Definition: DenseBase.h:165
@ ColsAtCompileTime
Definition: DenseBase.h:106
@ InnerSizeAtCompileTime
Definition: DenseBase.h:172
@ InnerStrideAtCompileTime
Definition: DenseBase.h:175
@ MaxColsAtCompileTime
Definition: DenseBase.h:130
@ MaxRowsAtCompileTime
Definition: DenseBase.h:119
@ RowsAtCompileTime
Definition: DenseBase.h:100
Definition: ForwardDeclarations.h:50
Enforce aligned packet loads and stores regardless of what is requested.
Definition: ForceAlignedAccess.h:36
An InnerIterator allows to loop over the element of any matrix expression.
Definition: CoreIterators.h:34
The matrix class, also used for vectors and row-vectors.
Definition: Matrix.h:180
Expression which must be nested by value.
Definition: NestByValue.h:40
Definition: PlainObjectBase.h:100
EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE EIGEN_CONSTEXPR Index cols() const EIGEN_NOEXCEPT
Definition: PlainObjectBase.h:145
EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE EIGEN_CONSTEXPR Index rows() const EIGEN_NOEXCEPT
Definition: PlainObjectBase.h:143
Expression of the multiple replication of a matrix or vector.
Definition: Replicate.h:63
Definition: ReturnByValue.h:52
Expression of the reverse of a vector or matrix.
Definition: Reverse.h:65
Expression of a coefficient wise version of the C++ ternary operator ?:
Definition: Select.h:54
Expression of the transpose of a matrix.
Definition: Transpose.h:54
Pseudo expression providing broadcasting and partial reduction operations.
Definition: VectorwiseOp.h:187
Pseudo expression providing matrix output with given format.
Definition: IO.h:97
Definition: StlIterators.h:180
@ ColMajor
Definition: Constants.h:319
@ RowMajor
Definition: Constants.h:321
@ AutoAlign
Definition: Constants.h:323
const unsigned int DirectAccessBit
Definition: Constants.h:155
const unsigned int RowMajorBit
Definition: Constants.h:66
const Scalar & y
Definition: MathFunctions.h:821
EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE void call_assignment(Dst &dst, const Src &src)
Definition: AssignEvaluator.h:834
static void check_DenseIndex_is_signed()
Definition: DenseBase.h:20
EIGEN_CONSTEXPR Index size(const T &x)
Definition: Meta.h:479
Namespace containing all symbols from the Eigen library.
Definition: LDLT.h:16
EIGEN_DEFAULT_DENSE_INDEX_TYPE Index
The Index type as used for the API.
Definition: Meta.h:74
Sequential_t
Definition: Constants.h:361
type
The type the bitset is encoded with.
Definition: bitset.hpp:44
Definition: document.h:416
Helper class used by the comma initializer operator.
Definition: CommaInitializer.h:29
Definition: EigenBase.h:30
Stores a set of parameters controlling the way matrices are printed.
Definition: IO.h:52
Definition: Constants.h:522
Holds information about the various numeric (i.e. scalar) types allowed by Eigen.
Definition: NumTraits.h:233
Definition: Meta.h:208
Definition: Meta.h:109
find_best_packet_helper< Size, typename packet_traits< T >::type >::type type
Definition: XprHelper.h:208
Definition: Meta.h:148
Definition: XprHelper.h:282
Definition: AssignmentFunctors.h:142
Definition: ForwardDeclarations.h:17
Definition: Meta.h:96