Computes an LU factorization of a general sparse matrix. More...
#include "slu_ddefs.h"
Include dependency graph for dgstrf.c:
Functions | |
| void | dgstrf (superlu_options_t *options, SuperMatrix *A, int relax, int panel_size, int *etree, void *work, int lwork, int *perm_c, int *perm_r, SuperMatrix *L, SuperMatrix *U, GlobalLU_t *Glu, SuperLUStat_t *stat, int *info) |
Detailed Description
Copyright (c) 2003, The Regents of the University of California, through Lawrence Berkeley National Laboratory (subject to receipt of any required approvals from U.S. Dept. of Energy)
All rights reserved.
The source code is distributed under BSD license, see the file License.txt at the top-level directory.
– SuperLU routine (version 3.0) – Univ. of California Berkeley, Xerox Palo Alto Research Center, and Lawrence Berkeley National Lab. October 15, 2003
Copyright (c) 1994 by Xerox Corporation. All rights reserved.
THIS MATERIAL IS PROVIDED AS IS, WITH ABSOLUTELY NO WARRANTY EXPRESSED OR IMPLIED. ANY USE IS AT YOUR OWN RISK.
Permission is hereby granted to use or copy this program for any purpose, provided the above notices are retained on all copies. Permission to modify the code and to distribute modified code is granted, provided the above notices are retained, and a notice that the code was modified is included with the above copyright notice.
Function Documentation
| void dgstrf | ( | superlu_options_t * | options, |
| SuperMatrix * | A, | ||
| int | relax, | ||
| int | panel_size, | ||
| int * | etree, | ||
| void * | work, | ||
| int | lwork, | ||
| int * | perm_c, | ||
| int * | perm_r, | ||
| SuperMatrix * | L, | ||
| SuperMatrix * | U, | ||
| GlobalLU_t * | Glu, | ||
| SuperLUStat_t * | stat, | ||
| int * | info | ||
| ) |
Purpose
DGSTRF computes an LU factorization of a general sparse m-by-n
matrix A using partial pivoting with row interchanges.
The factorization has the form
Pr * A = L * U
where Pr is a row permutation matrix, L is lower triangular with unit
diagonal elements (lower trapezoidal if A->nrow > A->ncol), and U is upper
triangular (upper trapezoidal if A->nrow < A->ncol).See supermatrix.h for the definition of 'SuperMatrix' structure.
Arguments
options (input) superlu_options_t*
The structure defines the input parameters to control
how the LU decomposition will be performed.A (input) SuperMatrix*
Original matrix A, permuted by columns, of dimension
(A->nrow, A->ncol). The type of A can be:
Stype = SLU_NCP; Dtype = SLU_D; Mtype = SLU_GE.relax (input) int
To control degree of relaxing supernodes. If the number
of nodes (columns) in a subtree of the elimination tree is less
than relax, this subtree is considered as one supernode,
regardless of the row structures of those columns.panel_size (input) int
A panel consists of at most panel_size consecutive columns.etree (input) int*, dimension (A->ncol)
Elimination tree of A'*A.
Note: etree is a vector of parent pointers for a forest whose
vertices are the integers 0 to A->ncol-1; etree[root]==A->ncol.
On input, the columns of A should be permuted so that the
etree is in a certain postorder.work (input/output) void*, size (lwork) (in bytes)
User-supplied work space and space for the output data structures.
Not referenced if lwork = 0;lwork (input) int
Specifies the size of work array in bytes.
= 0: allocate space internally by system malloc;
> 0: use user-supplied work array of length lwork in bytes,
returns error if space runs out.
= -1: the routine guesses the amount of space needed without
performing the factorization, and returns it in
*info; no other side effects.perm_c (input) int*, dimension (A->ncol)
Column permutation vector, which defines the
permutation matrix Pc; perm_c[i] = j means column i of A is
in position j in A*Pc.
When searching for diagonal, perm_c[*] is applied to the
row subscripts of A, so that diagonal threshold pivoting
can find the diagonal of A, rather than that of A*Pc.perm_r (input/output) int*, dimension (A->nrow)
Row permutation vector which defines the permutation matrix Pr,
perm_r[i] = j means row i of A is in position j in Pr*A.
If options->Fact == SamePattern_SameRowPerm, the pivoting routine
will try to use the input perm_r, unless a certain threshold
criterion is violated. In that case, perm_r is overwritten by
a new permutation determined by partial pivoting or diagonal
threshold pivoting.
Otherwise, perm_r is output argument;L (output) SuperMatrix*
The factor L from the factorization Pr*A=L*U; use compressed row
subscripts storage for supernodes, i.e., L has type:
Stype = SLU_SC, Dtype = SLU_D, Mtype = SLU_TRLU.U (output) SuperMatrix*
The factor U from the factorization Pr*A*Pc=L*U. Use column-wise
storage scheme, i.e., U has types: Stype = SLU_NC,
Dtype = SLU_D, Mtype = SLU_TRU.Glu (input/output) GlobalLU_t * If options->Fact == SamePattern_SameRowPerm, it is an input; The matrix A will be factorized assuming that a factorization of a matrix with the same sparsity pattern and similar numerical values was performed prior to this one. Therefore, this factorization will reuse both row and column scaling factors R and C, both row and column permutation vectors perm_r and perm_c, and the L & U data structures set up from the previous factorization. Otherwise, it is an output.
stat (output) SuperLUStat_t*
Record the statistics on runtime and floating-point operation count.
See slu_util.h for the definition of 'SuperLUStat_t'.info (output) int*
= 0: successful exit
< 0: if info = -i, the i-th argument had an illegal value
> 0: if info = i, and i is
<= A->ncol: U(i,i) is exactly zero. The factorization has
been completed, but the factor U is exactly singular,
and division by zero will occur if it is used to solve a
system of equations.
> A->ncol: number of bytes allocated when memory allocation
failure occurred, plus A->ncol. If lwork = -1, it is
the estimated amount of space needed, plus A->ncol.
Local Working Arrays:
m = number of rows in the matrix n = number of columns in the matrix
xprune[0:n-1]: xprune[*] points to locations in subscript
vector lsub[*]. For column i, xprune[i] denotes the point where
structural pruning begins. I.e. only xlsub[i],..,xprune[i]-1 need
to be traversed for symbolic factorization. marker[0:3*m-1]: marker[i] = j means that node i has been
reached when working on column j.
Storage: relative to original row subscripts
NOTE: There are 3 of them: marker/marker1 are used for panel dfs,
see dpanel_dfs.c; marker2 is used for inner-factorization,
see dcolumn_dfs.c. parent[0:m-1]: parent vector used during dfs
Storage: relative to new row subscripts xplore[0:m-1]: xplore[i] gives the location of the next (dfs)
unexplored neighbor of i in lsub[*] segrep[0:nseg-1]: contains the list of supernodal representatives
in topological order of the dfs. A supernode representative is the
last column of a supernode.
The maximum size of segrep[] is n. repfnz[0:W*m-1]: for a nonzero segment U[*,j] that ends at a
supernodal representative r, repfnz[r] is the location of the first
nonzero in this segment. It is also used during the dfs: repfnz[r]>0
indicates the supernode r has been explored.
NOTE: There are W of them, each used for one column of a panel. panel_lsub[0:W*m-1]: temporary for the nonzeros row indices below
the panel diagonal. These are filled in during dpanel_dfs(), and are
used later in the inner LU factorization within the panel.
panel_lsub[]/dense[] pair forms the SPA data structure.
NOTE: There are W of them. dense[0:W*m-1]: sparse accumulating (SPA) vector for intermediate values;
NOTE: there are W of them. tempv[0:*]: real temporary used for dense numeric kernels;
The size of this array is defined by NUM_TEMPV() in slu_ddefs.h.
Here is the call graph for this function:
