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384 lines
17 KiB
C++
384 lines
17 KiB
C++
// This file is part of Eigen, a lightweight C++ template library
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// for linear algebra.
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//
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// Copyright (C) 2012 Gael Guennebaud <gael.guennebaud@inria.fr>
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//
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// This Source Code Form is subject to the terms of the Mozilla
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// Public License v. 2.0. If a copy of the MPL was not distributed
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// with this file, You can obtain one at http://mozilla.org/MPL/2.0/.
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#ifndef EIGEN_REF_H
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#define EIGEN_REF_H
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#include "./InternalHeaderCheck.h"
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namespace Eigen {
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namespace internal {
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template<typename PlainObjectType_, int Options_, typename StrideType_>
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struct traits<Ref<PlainObjectType_, Options_, StrideType_> >
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: public traits<Map<PlainObjectType_, Options_, StrideType_> >
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{
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typedef PlainObjectType_ PlainObjectType;
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typedef StrideType_ StrideType;
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enum {
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Options = Options_,
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Flags = traits<Map<PlainObjectType_, Options_, StrideType_> >::Flags | NestByRefBit,
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Alignment = traits<Map<PlainObjectType_, Options_, StrideType_> >::Alignment
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};
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template<typename Derived> struct match {
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enum {
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IsVectorAtCompileTime = PlainObjectType::IsVectorAtCompileTime || Derived::IsVectorAtCompileTime,
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HasDirectAccess = internal::has_direct_access<Derived>::ret,
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StorageOrderMatch = IsVectorAtCompileTime || ((PlainObjectType::Flags&RowMajorBit)==(Derived::Flags&RowMajorBit)),
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InnerStrideMatch = int(StrideType::InnerStrideAtCompileTime)==int(Dynamic)
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|| int(StrideType::InnerStrideAtCompileTime)==int(Derived::InnerStrideAtCompileTime)
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|| (int(StrideType::InnerStrideAtCompileTime)==0 && int(Derived::InnerStrideAtCompileTime)==1),
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OuterStrideMatch = IsVectorAtCompileTime
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|| int(StrideType::OuterStrideAtCompileTime)==int(Dynamic) || int(StrideType::OuterStrideAtCompileTime)==int(Derived::OuterStrideAtCompileTime),
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// NOTE, this indirection of evaluator<Derived>::Alignment is needed
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// to workaround a very strange bug in MSVC related to the instantiation
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// of has_*ary_operator in evaluator<CwiseNullaryOp>.
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// This line is surprisingly very sensitive. For instance, simply adding parenthesis
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// as "DerivedAlignment = (int(evaluator<Derived>::Alignment))," will make MSVC fail...
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DerivedAlignment = int(evaluator<Derived>::Alignment),
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AlignmentMatch = (int(traits<PlainObjectType>::Alignment)==int(Unaligned)) || (DerivedAlignment >= int(Alignment)), // FIXME the first condition is not very clear, it should be replaced by the required alignment
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ScalarTypeMatch = internal::is_same<typename PlainObjectType::Scalar, typename Derived::Scalar>::value,
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MatchAtCompileTime = HasDirectAccess && StorageOrderMatch && InnerStrideMatch && OuterStrideMatch && AlignmentMatch && ScalarTypeMatch
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};
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typedef std::conditional_t<MatchAtCompileTime,internal::true_type,internal::false_type> type;
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};
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};
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template<typename Derived>
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struct traits<RefBase<Derived> > : public traits<Derived> {};
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}
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template<typename Derived> class RefBase
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: public MapBase<Derived>
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{
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typedef typename internal::traits<Derived>::PlainObjectType PlainObjectType;
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typedef typename internal::traits<Derived>::StrideType StrideType;
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public:
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typedef MapBase<Derived> Base;
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EIGEN_DENSE_PUBLIC_INTERFACE(RefBase)
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EIGEN_DEVICE_FUNC EIGEN_CONSTEXPR inline Index innerStride() const
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{
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return StrideType::InnerStrideAtCompileTime != 0 ? m_stride.inner() : 1;
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}
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EIGEN_DEVICE_FUNC EIGEN_CONSTEXPR inline Index outerStride() const
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{
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return StrideType::OuterStrideAtCompileTime != 0 ? m_stride.outer()
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: IsVectorAtCompileTime ? this->size()
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: int(Flags)&RowMajorBit ? this->cols()
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: this->rows();
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}
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EIGEN_DEVICE_FUNC RefBase()
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: Base(0,RowsAtCompileTime==Dynamic?0:RowsAtCompileTime,ColsAtCompileTime==Dynamic?0:ColsAtCompileTime),
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// Stride<> does not allow default ctor for Dynamic strides, so let' initialize it with dummy values:
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m_stride(StrideType::OuterStrideAtCompileTime==Dynamic?0:StrideType::OuterStrideAtCompileTime,
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StrideType::InnerStrideAtCompileTime==Dynamic?0:StrideType::InnerStrideAtCompileTime)
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{}
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EIGEN_INHERIT_ASSIGNMENT_OPERATORS(RefBase)
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protected:
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typedef Stride<StrideType::OuterStrideAtCompileTime,StrideType::InnerStrideAtCompileTime> StrideBase;
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// Resolves inner stride if default 0.
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static EIGEN_DEVICE_FUNC EIGEN_CONSTEXPR Index resolveInnerStride(Index inner) {
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return inner == 0 ? 1 : inner;
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}
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// Resolves outer stride if default 0.
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static EIGEN_DEVICE_FUNC EIGEN_CONSTEXPR Index resolveOuterStride(Index inner, Index outer, Index rows, Index cols, bool isVectorAtCompileTime, bool isRowMajor) {
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return outer == 0 ? isVectorAtCompileTime ? inner * rows * cols : isRowMajor ? inner * cols : inner * rows : outer;
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}
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// Returns true if construction is valid, false if there is a stride mismatch,
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// and fails if there is a size mismatch.
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template<typename Expression>
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EIGEN_DEVICE_FUNC bool construct(Expression& expr)
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{
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// Check matrix sizes. If this is a compile-time vector, we do allow
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// implicitly transposing.
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EIGEN_STATIC_ASSERT(
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EIGEN_PREDICATE_SAME_MATRIX_SIZE(PlainObjectType, Expression)
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// If it is a vector, the transpose sizes might match.
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|| ( PlainObjectType::IsVectorAtCompileTime
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&& ((int(PlainObjectType::RowsAtCompileTime)==Eigen::Dynamic
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|| int(Expression::ColsAtCompileTime)==Eigen::Dynamic
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|| int(PlainObjectType::RowsAtCompileTime)==int(Expression::ColsAtCompileTime))
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&& (int(PlainObjectType::ColsAtCompileTime)==Eigen::Dynamic
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|| int(Expression::RowsAtCompileTime)==Eigen::Dynamic
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|| int(PlainObjectType::ColsAtCompileTime)==int(Expression::RowsAtCompileTime)))),
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YOU_MIXED_MATRICES_OF_DIFFERENT_SIZES
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)
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// Determine runtime rows and columns.
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Index rows = expr.rows();
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Index cols = expr.cols();
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if(PlainObjectType::RowsAtCompileTime==1)
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{
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eigen_assert(expr.rows()==1 || expr.cols()==1);
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rows = 1;
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cols = expr.size();
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}
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else if(PlainObjectType::ColsAtCompileTime==1)
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{
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eigen_assert(expr.rows()==1 || expr.cols()==1);
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rows = expr.size();
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cols = 1;
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}
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// Verify that the sizes are valid.
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eigen_assert(
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(PlainObjectType::RowsAtCompileTime == Dynamic) || (PlainObjectType::RowsAtCompileTime == rows));
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eigen_assert(
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(PlainObjectType::ColsAtCompileTime == Dynamic) || (PlainObjectType::ColsAtCompileTime == cols));
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// If this is a vector, we might be transposing, which means that stride should swap.
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const bool transpose = PlainObjectType::IsVectorAtCompileTime && (rows != expr.rows());
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// If the storage format differs, we also need to swap the stride.
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const bool row_major = ((PlainObjectType::Flags)&RowMajorBit) != 0;
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const bool expr_row_major = (Expression::Flags&RowMajorBit) != 0;
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const bool storage_differs = (row_major != expr_row_major);
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const bool swap_stride = (transpose != storage_differs);
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// Determine expr's actual strides, resolving any defaults if zero.
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const Index expr_inner_actual = resolveInnerStride(expr.innerStride());
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const Index expr_outer_actual = resolveOuterStride(expr_inner_actual,
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expr.outerStride(),
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expr.rows(),
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expr.cols(),
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Expression::IsVectorAtCompileTime != 0,
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expr_row_major);
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// If this is a column-major row vector or row-major column vector, the inner-stride
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// is arbitrary, so set it to either the compile-time inner stride or 1.
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const bool row_vector = (rows == 1);
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const bool col_vector = (cols == 1);
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const Index inner_stride =
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( (!row_major && row_vector) || (row_major && col_vector) ) ?
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( StrideType::InnerStrideAtCompileTime > 0 ? Index(StrideType::InnerStrideAtCompileTime) : 1)
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: swap_stride ? expr_outer_actual : expr_inner_actual;
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// If this is a column-major column vector or row-major row vector, the outer-stride
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// is arbitrary, so set it to either the compile-time outer stride or vector size.
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const Index outer_stride =
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( (!row_major && col_vector) || (row_major && row_vector) ) ?
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( StrideType::OuterStrideAtCompileTime > 0 ? Index(StrideType::OuterStrideAtCompileTime) : rows * cols * inner_stride)
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: swap_stride ? expr_inner_actual : expr_outer_actual;
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// Check if given inner/outer strides are compatible with compile-time strides.
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const bool inner_valid = (StrideType::InnerStrideAtCompileTime == Dynamic)
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|| (resolveInnerStride(Index(StrideType::InnerStrideAtCompileTime)) == inner_stride);
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if (!inner_valid) {
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return false;
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}
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const bool outer_valid = (StrideType::OuterStrideAtCompileTime == Dynamic)
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|| (resolveOuterStride(
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inner_stride,
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Index(StrideType::OuterStrideAtCompileTime),
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rows, cols, PlainObjectType::IsVectorAtCompileTime != 0,
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row_major)
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== outer_stride);
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if (!outer_valid) {
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return false;
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}
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internal::construct_at<Base>(this, expr.data(), rows, cols);
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internal::construct_at(&m_stride,
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(StrideType::OuterStrideAtCompileTime == 0) ? 0 : outer_stride,
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(StrideType::InnerStrideAtCompileTime == 0) ? 0 : inner_stride );
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return true;
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}
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StrideBase m_stride;
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};
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/** \class Ref
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* \ingroup Core_Module
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*
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* \brief A matrix or vector expression mapping an existing expression
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*
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* \tparam PlainObjectType the equivalent matrix type of the mapped data
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* \tparam Options specifies the pointer alignment in bytes. It can be: \c #Aligned128, , \c #Aligned64, \c #Aligned32, \c #Aligned16, \c #Aligned8 or \c #Unaligned.
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* The default is \c #Unaligned.
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* \tparam StrideType optionally specifies strides. By default, Ref implies a contiguous storage along the inner dimension (inner stride==1),
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* but accepts a variable outer stride (leading dimension).
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* This can be overridden by specifying strides.
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* The type passed here must be a specialization of the Stride template, see examples below.
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*
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* This class provides a way to write non-template functions taking Eigen objects as parameters while limiting the number of copies.
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* A Ref<> object can represent either a const expression or a l-value:
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* \code
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* // in-out argument:
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* void foo1(Ref<VectorXf> x);
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*
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* // read-only const argument:
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* void foo2(const Ref<const VectorXf>& x);
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* \endcode
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*
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* In the in-out case, the input argument must satisfy the constraints of the actual Ref<> type, otherwise a compilation issue will be triggered.
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* By default, a Ref<VectorXf> can reference any dense vector expression of float having a contiguous memory layout.
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* Likewise, a Ref<MatrixXf> can reference any column-major dense matrix expression of float whose column's elements are contiguously stored with
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* the possibility to have a constant space in-between each column, i.e. the inner stride must be equal to 1, but the outer stride (or leading dimension)
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* can be greater than the number of rows.
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*
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* In the const case, if the input expression does not match the above requirement, then it is evaluated into a temporary before being passed to the function.
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* Here are some examples:
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* \code
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* MatrixXf A;
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* VectorXf a;
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* foo1(a.head()); // OK
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* foo1(A.col()); // OK
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* foo1(A.row()); // Compilation error because here innerstride!=1
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* foo2(A.row()); // Compilation error because A.row() is a 1xN object while foo2 is expecting a Nx1 object
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* foo2(A.row().transpose()); // The row is copied into a contiguous temporary
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* foo2(2*a); // The expression is evaluated into a temporary
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* foo2(A.col().segment(2,4)); // No temporary
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* \endcode
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*
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* The range of inputs that can be referenced without temporary can be enlarged using the last two template parameters.
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* Here is an example accepting an innerstride!=1:
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* \code
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* // in-out argument:
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* void foo3(Ref<VectorXf,0,InnerStride<> > x);
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* foo3(A.row()); // OK
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* \endcode
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* The downside here is that the function foo3 might be significantly slower than foo1 because it won't be able to exploit vectorization, and will involve more
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* expensive address computations even if the input is contiguously stored in memory. To overcome this issue, one might propose to overload internally calling a
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* template function, e.g.:
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* \code
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* // in the .h:
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* void foo(const Ref<MatrixXf>& A);
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* void foo(const Ref<MatrixXf,0,Stride<> >& A);
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*
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* // in the .cpp:
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* template<typename TypeOfA> void foo_impl(const TypeOfA& A) {
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* ... // crazy code goes here
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* }
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* void foo(const Ref<MatrixXf>& A) { foo_impl(A); }
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* void foo(const Ref<MatrixXf,0,Stride<> >& A) { foo_impl(A); }
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* \endcode
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*
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* See also the following stackoverflow questions for further references:
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* - <a href="http://stackoverflow.com/questions/21132538/correct-usage-of-the-eigenref-class">Correct usage of the Eigen::Ref<> class</a>
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*
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* \sa PlainObjectBase::Map(), \ref TopicStorageOrders
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*/
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template<typename PlainObjectType, int Options, typename StrideType> class Ref
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: public RefBase<Ref<PlainObjectType, Options, StrideType> >
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{
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private:
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typedef internal::traits<Ref> Traits;
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template<typename Derived>
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EIGEN_DEVICE_FUNC inline Ref(const PlainObjectBase<Derived>& expr,
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std::enable_if_t<bool(Traits::template match<Derived>::MatchAtCompileTime),Derived>* = 0);
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public:
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typedef RefBase<Ref> Base;
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EIGEN_DENSE_PUBLIC_INTERFACE(Ref)
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#ifndef EIGEN_PARSED_BY_DOXYGEN
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template<typename Derived>
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EIGEN_DEVICE_FUNC inline Ref(PlainObjectBase<Derived>& expr,
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std::enable_if_t<bool(Traits::template match<Derived>::MatchAtCompileTime),Derived>* = 0)
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{
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EIGEN_STATIC_ASSERT(bool(Traits::template match<Derived>::MatchAtCompileTime), STORAGE_LAYOUT_DOES_NOT_MATCH);
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// Construction must pass since we will not create temporary storage in the non-const case.
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const bool success = Base::construct(expr.derived());
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EIGEN_UNUSED_VARIABLE(success)
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eigen_assert(success);
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}
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template<typename Derived>
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EIGEN_DEVICE_FUNC inline Ref(const DenseBase<Derived>& expr,
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std::enable_if_t<bool(Traits::template match<Derived>::MatchAtCompileTime),Derived>* = 0)
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#else
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/** Implicit constructor from any dense expression */
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template<typename Derived>
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inline Ref(DenseBase<Derived>& expr)
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#endif
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{
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EIGEN_STATIC_ASSERT(bool(internal::is_lvalue<Derived>::value), THIS_EXPRESSION_IS_NOT_A_LVALUE__IT_IS_READ_ONLY);
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EIGEN_STATIC_ASSERT(bool(Traits::template match<Derived>::MatchAtCompileTime), STORAGE_LAYOUT_DOES_NOT_MATCH);
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EIGEN_STATIC_ASSERT(!Derived::IsPlainObjectBase,THIS_EXPRESSION_IS_NOT_A_LVALUE__IT_IS_READ_ONLY);
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// Construction must pass since we will not create temporary storage in the non-const case.
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const bool success = Base::construct(expr.const_cast_derived());
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EIGEN_UNUSED_VARIABLE(success)
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eigen_assert(success);
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}
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EIGEN_INHERIT_ASSIGNMENT_OPERATORS(Ref)
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};
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// this is the const ref version
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template<typename TPlainObjectType, int Options, typename StrideType> class Ref<const TPlainObjectType, Options, StrideType>
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: public RefBase<Ref<const TPlainObjectType, Options, StrideType> >
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{
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typedef internal::traits<Ref> Traits;
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public:
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typedef RefBase<Ref> Base;
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EIGEN_DENSE_PUBLIC_INTERFACE(Ref)
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template<typename Derived>
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EIGEN_DEVICE_FUNC inline Ref(const DenseBase<Derived>& expr,
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std::enable_if_t<bool(Traits::template match<Derived>::ScalarTypeMatch),Derived>* = 0)
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{
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// std::cout << match_helper<Derived>::HasDirectAccess << "," << match_helper<Derived>::OuterStrideMatch << "," << match_helper<Derived>::InnerStrideMatch << "\n";
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// std::cout << int(StrideType::OuterStrideAtCompileTime) << " - " << int(Derived::OuterStrideAtCompileTime) << "\n";
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// std::cout << int(StrideType::InnerStrideAtCompileTime) << " - " << int(Derived::InnerStrideAtCompileTime) << "\n";
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construct(expr.derived(), typename Traits::template match<Derived>::type());
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}
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EIGEN_DEVICE_FUNC inline Ref(const Ref& other) : Base(other) {
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// copy constructor shall not copy the m_object, to avoid unnecessary malloc and copy
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}
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template<typename OtherRef>
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EIGEN_DEVICE_FUNC inline Ref(const RefBase<OtherRef>& other) {
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construct(other.derived(), typename Traits::template match<OtherRef>::type());
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}
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protected:
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template<typename Expression>
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EIGEN_DEVICE_FUNC void construct(const Expression& expr,internal::true_type)
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{
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// Check if we can use the underlying expr's storage directly, otherwise call the copy version.
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if (!Base::construct(expr)) {
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construct(expr, internal::false_type());
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}
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}
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template<typename Expression>
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EIGEN_DEVICE_FUNC void construct(const Expression& expr, internal::false_type)
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{
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internal::call_assignment_no_alias(m_object,expr,internal::assign_op<Scalar,Scalar>());
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Base::construct(m_object);
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}
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protected:
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TPlainObjectType m_object;
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};
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} // end namespace Eigen
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#endif // EIGEN_REF_H
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