xref: /aosp_15_r20/external/eigen/Eigen/src/Core/Reverse.h (revision bf2c37156dfe67e5dfebd6d394bad8b2ab5804d4)
1 // This file is part of Eigen, a lightweight C++ template library
2 // for linear algebra.
3 //
4 // Copyright (C) 2006-2008 Benoit Jacob <[email protected]>
5 // Copyright (C) 2009 Ricard Marxer <[email protected]>
6 // Copyright (C) 2009-2010 Gael Guennebaud <[email protected]>
7 //
8 // This Source Code Form is subject to the terms of the Mozilla
9 // Public License v. 2.0. If a copy of the MPL was not distributed
10 // with this file, You can obtain one at http://mozilla.org/MPL/2.0/.
11 
12 #ifndef EIGEN_REVERSE_H
13 #define EIGEN_REVERSE_H
14 
15 namespace Eigen {
16 
17 namespace internal {
18 
19 template<typename MatrixType, int Direction>
20 struct traits<Reverse<MatrixType, Direction> >
21  : traits<MatrixType>
22 {
23   typedef typename MatrixType::Scalar Scalar;
24   typedef typename traits<MatrixType>::StorageKind StorageKind;
25   typedef typename traits<MatrixType>::XprKind XprKind;
26   typedef typename ref_selector<MatrixType>::type MatrixTypeNested;
27   typedef typename remove_reference<MatrixTypeNested>::type _MatrixTypeNested;
28   enum {
29     RowsAtCompileTime = MatrixType::RowsAtCompileTime,
30     ColsAtCompileTime = MatrixType::ColsAtCompileTime,
31     MaxRowsAtCompileTime = MatrixType::MaxRowsAtCompileTime,
32     MaxColsAtCompileTime = MatrixType::MaxColsAtCompileTime,
33     Flags = _MatrixTypeNested::Flags & (RowMajorBit | LvalueBit)
34   };
35 };
36 
37 template<typename PacketType, bool ReversePacket> struct reverse_packet_cond
38 {
39   static inline PacketType run(const PacketType& x) { return preverse(x); }
40 };
41 
42 template<typename PacketType> struct reverse_packet_cond<PacketType,false>
43 {
44   static inline PacketType run(const PacketType& x) { return x; }
45 };
46 
47 } // end namespace internal
48 
49 /** \class Reverse
50   * \ingroup Core_Module
51   *
52   * \brief Expression of the reverse of a vector or matrix
53   *
54   * \tparam MatrixType the type of the object of which we are taking the reverse
55   * \tparam Direction defines the direction of the reverse operation, can be Vertical, Horizontal, or BothDirections
56   *
57   * This class represents an expression of the reverse of a vector.
58   * It is the return type of MatrixBase::reverse() and VectorwiseOp::reverse()
59   * and most of the time this is the only way it is used.
60   *
61   * \sa MatrixBase::reverse(), VectorwiseOp::reverse()
62   */
63 template<typename MatrixType, int Direction> class Reverse
64   : public internal::dense_xpr_base< Reverse<MatrixType, Direction> >::type
65 {
66   public:
67 
68     typedef typename internal::dense_xpr_base<Reverse>::type Base;
69     EIGEN_DENSE_PUBLIC_INTERFACE(Reverse)
70     typedef typename internal::remove_all<MatrixType>::type NestedExpression;
71     using Base::IsRowMajor;
72 
73   protected:
74     enum {
75       PacketSize = internal::packet_traits<Scalar>::size,
76       IsColMajor = !IsRowMajor,
77       ReverseRow = (Direction == Vertical)   || (Direction == BothDirections),
78       ReverseCol = (Direction == Horizontal) || (Direction == BothDirections),
79       OffsetRow  = ReverseRow && IsColMajor ? PacketSize : 1,
80       OffsetCol  = ReverseCol && IsRowMajor ? PacketSize : 1,
81       ReversePacket = (Direction == BothDirections)
82                     || ((Direction == Vertical)   && IsColMajor)
83                     || ((Direction == Horizontal) && IsRowMajor)
84     };
85     typedef internal::reverse_packet_cond<PacketScalar,ReversePacket> reverse_packet;
86   public:
87 
88     EIGEN_DEVICE_FUNC explicit inline Reverse(const MatrixType& matrix) : m_matrix(matrix) { }
89 
90     EIGEN_INHERIT_ASSIGNMENT_OPERATORS(Reverse)
91 
92     EIGEN_DEVICE_FUNC EIGEN_CONSTEXPR
93     inline Index rows() const EIGEN_NOEXCEPT { return m_matrix.rows(); }
94     EIGEN_DEVICE_FUNC EIGEN_CONSTEXPR
95     inline Index cols() const EIGEN_NOEXCEPT { return m_matrix.cols(); }
96 
97     EIGEN_DEVICE_FUNC inline Index innerStride() const
98     {
99       return -m_matrix.innerStride();
100     }
101 
102     EIGEN_DEVICE_FUNC const typename internal::remove_all<typename MatrixType::Nested>::type&
103     nestedExpression() const
104     {
105       return m_matrix;
106     }
107 
108   protected:
109     typename MatrixType::Nested m_matrix;
110 };
111 
112 /** \returns an expression of the reverse of *this.
113   *
114   * Example: \include MatrixBase_reverse.cpp
115   * Output: \verbinclude MatrixBase_reverse.out
116   *
117   */
118 template<typename Derived>
119 EIGEN_DEVICE_FUNC inline typename DenseBase<Derived>::ReverseReturnType
120 DenseBase<Derived>::reverse()
121 {
122   return ReverseReturnType(derived());
123 }
124 
125 
126 //reverse const overload moved DenseBase.h due to a CUDA compiler bug
127 
128 /** This is the "in place" version of reverse: it reverses \c *this.
129   *
130   * In most cases it is probably better to simply use the reversed expression
131   * of a matrix. However, when reversing the matrix data itself is really needed,
132   * then this "in-place" version is probably the right choice because it provides
133   * the following additional benefits:
134   *  - less error prone: doing the same operation with .reverse() requires special care:
135   *    \code m = m.reverse().eval(); \endcode
136   *  - this API enables reverse operations without the need for a temporary
137   *  - it allows future optimizations (cache friendliness, etc.)
138   *
139   * \sa VectorwiseOp::reverseInPlace(), reverse() */
140 template<typename Derived>
141 EIGEN_DEVICE_FUNC inline void DenseBase<Derived>::reverseInPlace()
142 {
143   if(cols()>rows())
144   {
145     Index half = cols()/2;
146     leftCols(half).swap(rightCols(half).reverse());
147     if((cols()%2)==1)
148     {
149       Index half2 = rows()/2;
150       col(half).head(half2).swap(col(half).tail(half2).reverse());
151     }
152   }
153   else
154   {
155     Index half = rows()/2;
156     topRows(half).swap(bottomRows(half).reverse());
157     if((rows()%2)==1)
158     {
159       Index half2 = cols()/2;
160       row(half).head(half2).swap(row(half).tail(half2).reverse());
161     }
162   }
163 }
164 
165 namespace internal {
166 
167 template<int Direction>
168 struct vectorwise_reverse_inplace_impl;
169 
170 template<>
171 struct vectorwise_reverse_inplace_impl<Vertical>
172 {
173   template<typename ExpressionType>
174   static void run(ExpressionType &xpr)
175   {
176     const int HalfAtCompileTime = ExpressionType::RowsAtCompileTime==Dynamic?Dynamic:ExpressionType::RowsAtCompileTime/2;
177     Index half = xpr.rows()/2;
178     xpr.topRows(fix<HalfAtCompileTime>(half))
179        .swap(xpr.bottomRows(fix<HalfAtCompileTime>(half)).colwise().reverse());
180   }
181 };
182 
183 template<>
184 struct vectorwise_reverse_inplace_impl<Horizontal>
185 {
186   template<typename ExpressionType>
187   static void run(ExpressionType &xpr)
188   {
189     const int HalfAtCompileTime = ExpressionType::ColsAtCompileTime==Dynamic?Dynamic:ExpressionType::ColsAtCompileTime/2;
190     Index half = xpr.cols()/2;
191     xpr.leftCols(fix<HalfAtCompileTime>(half))
192        .swap(xpr.rightCols(fix<HalfAtCompileTime>(half)).rowwise().reverse());
193   }
194 };
195 
196 } // end namespace internal
197 
198 /** This is the "in place" version of VectorwiseOp::reverse: it reverses each column or row of \c *this.
199   *
200   * In most cases it is probably better to simply use the reversed expression
201   * of a matrix. However, when reversing the matrix data itself is really needed,
202   * then this "in-place" version is probably the right choice because it provides
203   * the following additional benefits:
204   *  - less error prone: doing the same operation with .reverse() requires special care:
205   *    \code m = m.reverse().eval(); \endcode
206   *  - this API enables reverse operations without the need for a temporary
207   *
208   * \sa DenseBase::reverseInPlace(), reverse() */
209 template<typename ExpressionType, int Direction>
210 EIGEN_DEVICE_FUNC void VectorwiseOp<ExpressionType,Direction>::reverseInPlace()
211 {
212   internal::vectorwise_reverse_inplace_impl<Direction>::run(m_matrix);
213 }
214 
215 } // end namespace Eigen
216 
217 #endif // EIGEN_REVERSE_H
218