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SparseLUImpl.h
1// This file is part of Eigen, a lightweight C++ template library
2// for linear algebra.
3//
4// Copyright (C) 2012 Désiré Nuentsa-Wakam <desire.nuentsa_wakam@inria.fr>
5//
6// This Source Code Form is subject to the terms of the Mozilla
7// Public License v. 2.0. If a copy of the MPL was not distributed
8// with this file, You can obtain one at http://mozilla.org/MPL/2.0/.
9#ifndef SPARSELU_IMPL_H
10#define SPARSELU_IMPL_H
11
12namespace Eigen {
13namespace internal {
14
19template <typename Scalar, typename StorageIndex>
21{
22 public:
27 typedef typename ScalarVector::RealScalar RealScalar;
32
33 protected:
34 template <typename VectorType>
35 Index expand(VectorType& vec, Index& length, Index nbElts, Index keep_prev, Index& num_expansions);
36 Index memInit(Index m, Index n, Index annz, Index lwork, Index fillratio, Index panel_size, GlobalLU_t& glu);
37 template <typename VectorType>
38 Index memXpand(VectorType& vec, Index& maxlen, Index nbElts, MemType memtype, Index& num_expansions);
40 void relax_snode (const Index n, IndexVector& et, const Index relax_columns, IndexVector& descendants, IndexVector& relax_end);
41 Index snode_dfs(const Index jcol, const Index kcol,const MatrixType& mat, IndexVector& xprune, IndexVector& marker, GlobalLU_t& glu);
42 Index snode_bmod (const Index jcol, const Index fsupc, ScalarVector& dense, GlobalLU_t& glu);
43 Index pivotL(const Index jcol, const RealScalar& diagpivotthresh, IndexVector& perm_r, IndexVector& iperm_c, Index& pivrow, GlobalLU_t& glu);
44 template <typename Traits>
45 void dfs_kernel(const StorageIndex jj, IndexVector& perm_r,
48 IndexVector& xplore, GlobalLU_t& glu, Index& nextl_col, Index krow, Traits& traits);
50
51 void panel_bmod(const Index m, const Index w, const Index jcol, const Index nseg, ScalarVector& dense, ScalarVector& tempv, IndexVector& segrep, IndexVector& repfnz, GlobalLU_t& glu);
55 void pruneL(const Index jcol, const IndexVector& perm_r, const Index pivrow, const Index nseg, const IndexVector& segrep, BlockIndexVector repfnz, IndexVector& xprune, GlobalLU_t& glu);
56 void countnz(const Index n, Index& nnzL, Index& nnzU, GlobalLU_t& glu);
57 void fixupL(const Index n, const IndexVector& perm_r, GlobalLU_t& glu);
58
59 template<typename , typename >
60 friend struct column_dfs_traits;
61};
62
63} // end namespace internal
64} // namespace Eigen
65
66#endif
A matrix or vector expression mapping an existing expression.
Definition Ref.h:188
Pseudo expression representing a solving operation.
Definition Solve.h:63
Base class for sparseLU.
Definition SparseLUImpl.h:21
void panel_bmod(const Index m, const Index w, const Index jcol, const Index nseg, ScalarVector &dense, ScalarVector &tempv, IndexVector &segrep, IndexVector &repfnz, GlobalLU_t &glu)
Performs numeric block updates (sup-panel) in topological order.
Definition SparseLU_panel_bmod.h:56
Index memXpand(VectorType &vec, Index &maxlen, Index nbElts, MemType memtype, Index &num_expansions)
Expand the existing storage.
Definition SparseLU_Memory.h:209
void relax_snode(const Index n, IndexVector &et, const Index relax_columns, IndexVector &descendants, IndexVector &relax_end)
Identify the initial relaxed supernodes.
Definition SparseLU_relax_snode.h:47
void pruneL(const Index jcol, const IndexVector &perm_r, const Index pivrow, const Index nseg, const IndexVector &segrep, BlockIndexVector repfnz, IndexVector &xprune, GlobalLU_t &glu)
Prunes the L-structure.
Definition SparseLU_pruneL.h:53
Index column_dfs(const Index m, const Index jcol, IndexVector &perm_r, Index maxsuper, Index &nseg, BlockIndexVector lsub_col, IndexVector &segrep, BlockIndexVector repfnz, IndexVector &xprune, IndexVector &marker, IndexVector &parent, IndexVector &xplore, GlobalLU_t &glu)
Performs a symbolic factorization on column jcol and decide the supernode boundary.
Definition SparseLU_column_dfs.h:93
void heap_relax_snode(const Index n, IndexVector &et, const Index relax_columns, IndexVector &descendants, IndexVector &relax_end)
Identify the initial relaxed supernodes.
Definition SparseLU_heap_relax_snode.h:46
Index pivotL(const Index jcol, const RealScalar &diagpivotthresh, IndexVector &perm_r, IndexVector &iperm_c, Index &pivrow, GlobalLU_t &glu)
Performs the numerical pivotin on the current column of L, and the CDIV operation.
Definition SparseLU_pivotL.h:60
Index memInit(Index m, Index n, Index annz, Index lwork, Index fillratio, Index panel_size, GlobalLU_t &glu)
Allocate various working space for the numerical factorization phase.
Definition SparseLU_Memory.h:151
void panel_dfs(const Index m, const Index w, const Index jcol, MatrixType &A, IndexVector &perm_r, Index &nseg, ScalarVector &dense, IndexVector &panel_lsub, IndexVector &segrep, IndexVector &repfnz, IndexVector &xprune, IndexVector &marker, IndexVector &parent, IndexVector &xplore, GlobalLU_t &glu)
Performs a symbolic factorization on a panel of columns [jcol, jcol+w)
Definition SparseLU_panel_dfs.h:219
void countnz(const Index n, Index &nnzL, Index &nnzU, GlobalLU_t &glu)
Count Nonzero elements in the factors.
Definition SparseLU_Utils.h:21
Index expand(VectorType &vec, Index &length, Index nbElts, Index keep_prev, Index &num_expansions)
Expand the existing storage to accomodate more fill-ins.
Definition SparseLU_Memory.h:63
void fixupL(const Index n, const IndexVector &perm_r, GlobalLU_t &glu)
Fix up the data storage lsub for L-subscripts.
Definition SparseLU_Utils.h:52
Index column_bmod(const Index jcol, const Index nseg, BlockScalarVector dense, ScalarVector &tempv, BlockIndexVector segrep, BlockIndexVector repfnz, Index fpanelc, GlobalLU_t &glu)
Performs numeric block updates (sup-col) in topological order.
Definition SparseLU_column_bmod.h:53
Index copy_to_ucol(const Index jcol, const Index nseg, IndexVector &segrep, BlockIndexVector repfnz, IndexVector &perm_r, BlockScalarVector dense, GlobalLU_t &glu)
Performs numeric block updates (sup-col) in topological order.
Definition SparseLU_copy_to_ucol.h:50
Definition SparseLU_Structs.h:77
Definition SparseLU_column_dfs.h:40
Definition ForwardDeclarations.h:17