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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
14namespace Eigen {
15
16namespace 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.
20static 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
41template<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
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
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
224 {
225 return IsVectorAtCompileTime ? 1
226 : int(IsRowMajor) ? this->rows() : this->cols();
227 }
228
236 {
237 return IsVectorAtCompileTime ? this->size()
238 : int(IsRowMajor) ? this->cols() : this->rows();
239 }
240
246 void resize(Index newSize)
247 {
249 eigen_assert(newSize == this->size()
250 && "DenseBase::resize() does not actually allow to resize.");
251 }
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>
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
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
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
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
449
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;
536
541
549 //Code moved here due to a CUDA compiler bug
551 return ConstRowwiseReturnType(derived());
552 }
554
563 return ConstColwiseReturnType(derived());
564 }
566
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
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
639 >::type iterator;
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:
694 EIGEN_DEVICE_FUNC explicit DenseBase(int);
696 template<typename OtherDerived> EIGEN_DEVICE_FUNC explicit DenseBase(const DenseBase<OtherDerived>&);
697};
698
699} // end namespace Eigen
700
701#endif // EIGEN_DENSEBASE_H
#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
m col(1)
m row(1)
#define EIGEN_STATIC_ASSERT(CONDITION, MSG)
Definition StaticAssert.h:127
#define EIGEN_STATIC_ASSERT_SIZE_1x1(TYPE)
Definition StaticAssert.h:197
int rows
Definition Tutorial_commainit_02.cpp:1
int cols
Definition Tutorial_commainit_02.cpp:1
Scalar Scalar int size
Definition benchVecAdd.cpp:17
mp::number< mp::cpp_dec_float< 100 >, mp::et_on > Real
Definition boostmultiprec.cpp:78
internal::traits< ArrayWrapper< ExpressionType > >::Scalar Scalar
Definition ArrayBase.h:50
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 EIGEN_CONSTEXPR Index innerSize() const
Definition DenseBase.h:235
EIGEN_DEVICE_FUNC internal::traits< Derived >::Scalar minCoeff(IndexType *row, IndexType *col) const
Definition DenseBase.h:485
CwiseNullaryOp< internal::scalar_random_op< Scalar >, PlainObject > RandomReturnType
Definition DenseBase.h:567
static EIGEN_DEVICE_FUNC const ConstantReturnType Constant(Index rows, Index cols, const Scalar &value)
Definition CwiseNullaryOp.h:189
static EIGEN_DEVICE_FUNC const CwiseNullaryOp< CustomNullaryOp, PlainObject > NullaryExpr(Index size, const CustomNullaryOp &func)
@ IsPlainObjectBase
Definition DenseBase.h:181
@ 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
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
const WithFormat< Derived > format(const IOFormat &fmt) const
Definition DenseBase.h:519
EIGEN_DEVICE_FUNC Derived & setLinSpaced(Index size, const Scalar &low, const Scalar &high)
Sets a linearly spaced vector.
Definition CwiseNullaryOp.h:430
EIGEN_DEVICE_FUNC internal::traits< Derived >::Scalar minCoeff() const
Definition DenseBase.h:462
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 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 const internal::conditional< Enable, ForceAlignedAccess< Derived >, Derived & >::type forceAlignedAccessIf() const
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
EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE void swap(const DenseBase< OtherDerived > &other)
Definition DenseBase.h:420
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
internal::conditional< IsVectorAtCompileTime, const_iterator_type, void >::type const_iterator
Definition DenseBase.h:644
Eigen::InnerIterator< Derived > InnerIterator
Definition DenseBase.h:53
static EIGEN_DEVICE_FUNC const CwiseNullaryOp< CustomNullaryOp, PlainObject > NullaryExpr(const CustomNullaryOp &func)
EIGEN_DEVICE_FUNC const ForceAlignedAccess< Derived > forceAlignedAccess() const
EIGEN_DEVICE_FUNC void fill(const Scalar &value)
Definition CwiseNullaryOp.h:335
iterator begin()
Definition StlIterators.h:408
EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE Derived & operator=(const DenseBase< OtherDerived > &other)
Definition Assign.h:39
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
EIGEN_DEVICE_FUNC internal::traits< Derived >::Scalar minCoeff() const
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
EIGEN_DEVICE_FUNC internal::conditional< Enable, ForceAlignedAccess< Derived >, Derived & >::type forceAlignedAccessIf()
internal::add_const_on_value_type< typenameinternal::eval< Derived >::type >::type EvalReturnType
Definition DenseBase.h:398
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 EIGEN_STRONG_INLINE Derived & operator/=(const Scalar &other)
Definition SelfCwiseBinaryOp.h:39
EIGEN_DEVICE_FUNC internal::traits< Derived >::Scalar minCoeff(IndexType *index) const
Definition DenseBase.h:495
RealScalar lpNorm() const
EIGEN_DEVICE_FUNC void visit(Visitor &func) const
Definition Visitor.h:117
internal::add_const< Transpose< constDerived > >::type ConstTransposeReturnType
Definition DenseBase.h:327
EIGEN_DEVICE_FUNC ForceAlignedAccess< Derived > forceAlignedAccess()
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 internal::traits< Derived >::Scalar maxCoeff() const
EIGEN_DEVICE_FUNC bool isOnes(const RealScalar &prec=NumTraits< Scalar >::dummy_precision()) const
Definition CwiseNullaryOp.h:685
Scalar value_type
Definition DenseBase.h:71
internal::conditional<(Flags &DirectAccessBit)==DirectAccessBit, internal::pointer_based_stl_iterator< constDerived >, internal::generic_randaccess_stl_iterator< constDerived > >::type const_iterator_type
Definition DenseBase.h:632
Transpose< Derived > TransposeReturnType
Definition DenseBase.h:324
EIGEN_DEVICE_FUNC ConstColwiseReturnType colwise() const
Definition DenseBase.h:562
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
EIGEN_DEPRECATED EIGEN_DEVICE_FUNC Derived & lazyAssign(const DenseBase< OtherDerived > &other)
internal::conditional< IsVectorAtCompileTime, iterator_type, void >::type iterator
Definition DenseBase.h:639
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 bool isZero(const RealScalar &prec=NumTraits< Scalar >::dummy_precision()) const
Definition CwiseNullaryOp.h:528
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
EIGEN_DEVICE_FUNC internal::traits< Derived >::Scalar maxCoeff(IndexType *row, IndexType *col) const
Definition DenseBase.h:490
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
static EIGEN_DEVICE_FUNC const CwiseNullaryOp< CustomNullaryOp, PlainObject > NullaryExpr(Index rows, Index cols, const CustomNullaryOp &func)
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 Derived & setZero()
Definition CwiseNullaryOp.h:546
EIGEN_DEVICE_FUNC Scalar sum() const
Definition Redux.h:459
EIGEN_DEVICE_FUNC internal::traits< Derived >::Scalar maxCoeff(IndexType *index) const
Definition DenseBase.h:500
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 internal::traits< Derived >::Scalar maxCoeff() const
Definition DenseBase.h:465
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
internal::conditional< internal::is_same< typenameinternal::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 ConstReverseReturnType reverse() const
Definition DenseBase.h:610
EIGEN_DEPRECATED const Derived & flagged() const
Definition DenseBase.h:317
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
EIGEN_DEVICE_FUNC DenseBase()
Definition DenseBase.h:681
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 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
EIGEN_DEVICE_FUNC const Replicate< Derived, Dynamic, Dynamic > replicate(Index rowFactor, Index colFactor) const
Definition DenseBase.h:600
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
@ 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
RealScalar s
Definition level1_cplx_impl.h:126
return int(ret)+1
DenseIndex ret
Definition level1_cplx_impl.h:44
Namespace containing all symbols from the Eigen library.
Definition bench_norm.cpp:85
EIGEN_DEFAULT_DENSE_INDEX_TYPE Index
The Index type as used for the API.
Definition Meta.h:74
Sequential_t
Definition Constants.h:361
Definition BandTriangularSolver.h:13
Helper class used by the comma initializer operator.
Definition CommaInitializer.h:29
Definition EigenBase.h:30
T Real
Definition NumTraits.h:164
@ IsSigned
Definition NumTraits.h:156
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:109
Definition XprHelper.h:332
find_best_packet_helper< Size, typenamepacket_traits< T >::type >::type type
Definition XprHelper.h:208
Definition Meta.h:148
Definition XprHelper.h:282
Definition ForwardDeclarations.h:17
Definition benchGeometry.cpp:23