PSPOTRF - compute the Cholesky factorization of an N-by-N real symmetric
positive definite distributed matrix sub( A ) denoting A(IA:IA+N-1, JA:JA+N-1)
- SUBROUTINE PSPOTRF(
- UPLO, N, A, IA, JA, DESCA, INFO )
CHARACTER UPLO INTEGER IA, INFO, JA, N INTEGER DESCA( * ) REAL A( * )
PSPOTRF computes the Cholesky factorization of an N-by-N real symmetric positive
definite distributed matrix sub( A ) denoting A(IA:IA+N-1, JA:JA+N-1). The
factorization has the form
sub( A ) = U' * U , if UPLO = 'U', or
sub( A ) = L * L', if UPLO = 'L',
where U is an upper triangular matrix and L is lower triangular.
Notes
=====
Each global data object is described by an associated description vector. This
vector stores the information required to establish the mapping 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 column.
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
This routine requires square block decomposition ( MB_A = NB_A ).
- UPLO (global input) CHARACTER
- = 'U': Upper triangle of sub( A ) is stored;
= 'L': Lower triangle of sub( A ) is stored.
- 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/local output) REAL pointer into the
- local memory to an array of dimension (LLD_A, LOCc(JA+N-1)). On entry,
this array contains the local pieces of the N-by-N symmetric distributed
matrix sub( A ) to be factored. If UPLO = 'U', the leading N-by-N upper
triangular part of sub( A ) contains the upper triangular part of the
matrix, and its strictly lower triangular part is not referenced. If UPLO
= 'L', the leading N-by-N lower triangular part of sub( A ) contains the
lower triangular part of the distribu- ted matrix, and its strictly upper
triangular part is not referenced. On exit, if UPLO = 'U', the upper
triangular part of the distributed matrix contains the Cholesky factor U,
if UPLO = 'L', the lower triangular part of the distribu- ted matrix
contains the Cholesky factor L.
- 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.
- 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 leading minor of
order K,
A(IA:IA+K-1,JA:JA+K-1) is not positive definite, and the factorization could
not be completed.