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Diffstat (limited to 'runtimes/nn/depend/external/eigen/Eigen/src/Householder/BlockHouseholder.h')
-rw-r--r-- | runtimes/nn/depend/external/eigen/Eigen/src/Householder/BlockHouseholder.h | 103 |
1 files changed, 0 insertions, 103 deletions
diff --git a/runtimes/nn/depend/external/eigen/Eigen/src/Householder/BlockHouseholder.h b/runtimes/nn/depend/external/eigen/Eigen/src/Householder/BlockHouseholder.h deleted file mode 100644 index 01a7ed188..000000000 --- a/runtimes/nn/depend/external/eigen/Eigen/src/Householder/BlockHouseholder.h +++ /dev/null @@ -1,103 +0,0 @@ -// This file is part of Eigen, a lightweight C++ template library -// for linear algebra. -// -// Copyright (C) 2010 Vincent Lejeune -// Copyright (C) 2010 Gael Guennebaud <gael.guennebaud@inria.fr> -// -// This Source Code Form is subject to the terms of the Mozilla -// Public License v. 2.0. If a copy of the MPL was not distributed -// with this file, You can obtain one at http://mozilla.org/MPL/2.0/. - -#ifndef EIGEN_BLOCK_HOUSEHOLDER_H -#define EIGEN_BLOCK_HOUSEHOLDER_H - -// This file contains some helper function to deal with block householder reflectors - -namespace Eigen { - -namespace internal { - -/** \internal */ -// template<typename TriangularFactorType,typename VectorsType,typename CoeffsType> -// void make_block_householder_triangular_factor(TriangularFactorType& triFactor, const VectorsType& vectors, const CoeffsType& hCoeffs) -// { -// typedef typename VectorsType::Scalar Scalar; -// const Index nbVecs = vectors.cols(); -// eigen_assert(triFactor.rows() == nbVecs && triFactor.cols() == nbVecs && vectors.rows()>=nbVecs); -// -// for(Index i = 0; i < nbVecs; i++) -// { -// Index rs = vectors.rows() - i; -// // Warning, note that hCoeffs may alias with vectors. -// // It is then necessary to copy it before modifying vectors(i,i). -// typename CoeffsType::Scalar h = hCoeffs(i); -// // This hack permits to pass trough nested Block<> and Transpose<> expressions. -// Scalar *Vii_ptr = const_cast<Scalar*>(vectors.data() + vectors.outerStride()*i + vectors.innerStride()*i); -// Scalar Vii = *Vii_ptr; -// *Vii_ptr = Scalar(1); -// triFactor.col(i).head(i).noalias() = -h * vectors.block(i, 0, rs, i).adjoint() -// * vectors.col(i).tail(rs); -// *Vii_ptr = Vii; -// // FIXME add .noalias() once the triangular product can work inplace -// triFactor.col(i).head(i) = triFactor.block(0,0,i,i).template triangularView<Upper>() -// * triFactor.col(i).head(i); -// triFactor(i,i) = hCoeffs(i); -// } -// } - -/** \internal */ -// This variant avoid modifications in vectors -template<typename TriangularFactorType,typename VectorsType,typename CoeffsType> -void make_block_householder_triangular_factor(TriangularFactorType& triFactor, const VectorsType& vectors, const CoeffsType& hCoeffs) -{ - const Index nbVecs = vectors.cols(); - eigen_assert(triFactor.rows() == nbVecs && triFactor.cols() == nbVecs && vectors.rows()>=nbVecs); - - for(Index i = nbVecs-1; i >=0 ; --i) - { - Index rs = vectors.rows() - i - 1; - Index rt = nbVecs-i-1; - - if(rt>0) - { - triFactor.row(i).tail(rt).noalias() = -hCoeffs(i) * vectors.col(i).tail(rs).adjoint() - * vectors.bottomRightCorner(rs, rt).template triangularView<UnitLower>(); - - // FIXME add .noalias() once the triangular product can work inplace - triFactor.row(i).tail(rt) = triFactor.row(i).tail(rt) * triFactor.bottomRightCorner(rt,rt).template triangularView<Upper>(); - - } - triFactor(i,i) = hCoeffs(i); - } -} - -/** \internal - * if forward then perform mat = H0 * H1 * H2 * mat - * otherwise perform mat = H2 * H1 * H0 * mat - */ -template<typename MatrixType,typename VectorsType,typename CoeffsType> -void apply_block_householder_on_the_left(MatrixType& mat, const VectorsType& vectors, const CoeffsType& hCoeffs, bool forward) -{ - enum { TFactorSize = MatrixType::ColsAtCompileTime }; - Index nbVecs = vectors.cols(); - Matrix<typename MatrixType::Scalar, TFactorSize, TFactorSize, RowMajor> T(nbVecs,nbVecs); - - if(forward) make_block_householder_triangular_factor(T, vectors, hCoeffs); - else make_block_householder_triangular_factor(T, vectors, hCoeffs.conjugate()); - const TriangularView<const VectorsType, UnitLower> V(vectors); - - // A -= V T V^* A - Matrix<typename MatrixType::Scalar,VectorsType::ColsAtCompileTime,MatrixType::ColsAtCompileTime, - (VectorsType::MaxColsAtCompileTime==1 && MatrixType::MaxColsAtCompileTime!=1)?RowMajor:ColMajor, - VectorsType::MaxColsAtCompileTime,MatrixType::MaxColsAtCompileTime> tmp = V.adjoint() * mat; - // FIXME add .noalias() once the triangular product can work inplace - if(forward) tmp = T.template triangularView<Upper>() * tmp; - else tmp = T.template triangularView<Upper>().adjoint() * tmp; - mat.noalias() -= V * tmp; -} - -} // end namespace internal - -} // end namespace Eigen - -#endif // EIGEN_BLOCK_HOUSEHOLDER_H |