PSPOEQU(3) ScaLAPACK routine of NEC Numeric Library Collection PSPOEQU(3)
NAME
PSPOEQU - compute row and column scalings intended to equilibrate a
distributed symmetric positive definite matrix sub( A ) =
A(IA:IA+N-1,JA:JA+N-1) and reduce its condition number (with respect to
the two-norm)
SYNOPSIS
SUBROUTINE PSPOEQU( N, A, IA, JA, DESCA, SR, SC, SCOND, AMAX, INFO )
INTEGER IA, INFO, JA, N
REAL AMAX, SCOND
INTEGER DESCA( * )
REAL A( * ), SC( * ), SR( * )
PURPOSE
PSPOEQU computes row and column scalings intended to equilibrate a dis-
tributed symmetric positive definite matrix sub( A ) =
A(IA:IA+N-1,JA:JA+N-1) and reduce its condition number (with respect to
the two-norm). SR and SC contain the scale factors, S(i) =
1/sqrt(A(i,i)), chosen so that the scaled distri- buted matrix B with
elements B(i,j) = S(i)*A(i,j)*S(j) has ones on the diagonal. This
choice of SR and SC puts the condition number of B within a factor N of
the smallest possible condition number over all possible diagonal scal-
ings.
The scaling factor are stored along process rows in SR and along pro-
cess columns in SC. The duplication of information simplifies greatly
the application of the factors.
Notes
=====
Each global data object is described by an associated description vec-
tor. This vector stores the information required to establish the map-
ping between an object element and its corresponding process and memory
location.
Let A be a generic term for any 2D block cyclicly distributed array.
Such a global array has an associated description vector DESCA. In the
following comments, the character _ should be read as "of the global
array".
NOTATION STORED IN EXPLANATION
--------------- -------------- --------------------------------------
DTYPE_A(global) DESCA( DTYPE_ )The descriptor type. In this case,
DTYPE_A = 1.
CTXT_A (global) DESCA( CTXT_ ) The BLACS context handle, indicating
the BLACS process grid A is distribu-
ted over. The context itself is glo-
bal, but the handle (the integer
value) may vary.
M_A (global) DESCA( M_ ) The number of rows in the global
array A.
N_A (global) DESCA( N_ ) The number of columns in the global
array A.
MB_A (global) DESCA( MB_ ) The blocking factor used to distribute
the rows of the array.
NB_A (global) DESCA( NB_ ) The blocking factor used to distribute
the columns of the array.
RSRC_A (global) DESCA( RSRC_ ) The process row over which the first
row of the array A is distributed.
CSRC_A (global) DESCA( CSRC_ ) The process column over which the
first column of the array A is
distributed.
LLD_A (local) DESCA( LLD_ ) The leading dimension of the local
array. LLD_A >= MAX(1,LOCr(M_A)).
Let K be the number of rows or columns of a distributed matrix, and
assume that its process grid has dimension p x q.
LOCr( K ) denotes the number of elements of K that a process would
receive if K were distributed over the p processes of its process col-
umn.
Similarly, LOCc( K ) denotes the number of elements of K that a process
would receive if K were distributed over the q processes of its process
row.
The values of LOCr() and LOCc() may be determined via a call to the
ScaLAPACK tool function, NUMROC:
LOCr( M ) = NUMROC( M, MB_A, MYROW, RSRC_A, NPROW ),
LOCc( N ) = NUMROC( N, NB_A, MYCOL, CSRC_A, NPCOL ). An upper
bound for these quantities may be computed by:
LOCr( M ) <= ceil( ceil(M/MB_A)/NPROW )*MB_A
LOCc( N ) <= ceil( ceil(N/NB_A)/NPCOL )*NB_A
ARGUMENTS
N (global input) INTEGER
The number of rows and columns to be operated on i.e the order
of the distributed submatrix sub( A ). N >= 0.
A (local input) REAL pointer into the local memory to an
array of local dimension ( LLD_A, LOCc(JA+N-1) ), the N-by-N
symmetric positive definite distributed matrix sub( A ) whose
scaling factors are to be computed. Only the diagonal elements
of sub( A ) are referenced.
IA (global input) INTEGER
The row index in the global array A indicating the first row of
sub( A ).
JA (global input) INTEGER
The column index in the global array A indicating the first
column of sub( A ).
DESCA (global and local input) INTEGER array of dimension DLEN_.
The array descriptor for the distributed matrix A.
SR (local output) REAL array, dimension LOCr(M_A)
If INFO = 0, SR(IA:IA+N-1) contains the row scale factors for
sub( A ). SR is aligned with the distributed matrix A, and
replicated across every process column. SR is tied to the dis-
tributed matrix A.
SC (local output) REAL array, dimension LOCc(N_A)
If INFO = 0, SC(JA:JA+N-1) contains the column scale factors
for A(IA:IA+M-1,JA:JA+N-1). SC is aligned with the distribu-
ted matrix A, and replicated down every process row. SC is tied
to the distributed matrix A.
SCOND (global output) REAL
If INFO = 0, SCOND contains the ratio of the smallest SR(i) (or
SC(j)) to the largest SR(i) (or SC(j)), with IA <= i <= IA+N-1
and JA <= j <= JA+N-1. If SCOND >= 0.1 and AMAX is neither too
large nor too small, it is not worth scaling by SR (or SC).
AMAX (global output) REAL
Absolute value of largest matrix element. If AMAX is very
close to overflow or very close to underflow, the matrix should
be scaled.
INFO (global output) INTEGER
= 0: successful exit
< 0: If the i-th argument is an array and the j-entry had an
illegal value, then INFO = -(i*100+j), if the i-th argument is
a scalar and had an illegal value, then INFO = -i. > 0: If
INFO = K, the K-th diagonal entry of sub( A ) is nonpositive.
ScaLAPACK routine 31 October 2017 PSPOEQU(3)