PDLABRD(3) ScaLAPACK routine of NEC Numeric Library Collection PDLABRD(3)
NAME
PDLABRD - reduce the first NB rows and columns of a real general M-by-N
distributed matrix sub( A ) = A(IA:IA+M-1,JA:JA+N-1) to upper or lower
bidiagonal form by an orthogonal transformation Q' * A * P,
SYNOPSIS
SUBROUTINE PDLABRD( M, N, NB, A, IA, JA, DESCA, D, E, TAUQ, TAUP, X,
IX, JX, DESCX, Y, IY, JY, DESCY, WORK )
INTEGER IA, IX, IY, JA, JX, JY, M, N, NB
INTEGER DESCA( * ), DESCX( * ), DESCY( * )
DOUBLE PRECISION A( * ), D( * ), E( * ), TAUP( * ), TAUQ(
* ), X( * ), Y( * ), WORK( * )
PURPOSE
PDLABRD reduces the first NB rows and columns of a real general M-by-N
distributed matrix sub( A ) = A(IA:IA+M-1,JA:JA+N-1) to upper or lower
bidiagonal form by an orthogonal transformation Q' * A * P, and returns
the matrices X and Y which are needed to apply the transformation to
the unreduced part of sub( A ).
If M >= N, sub( A ) is reduced to upper bidiagonal form; if M < N, to
lower bidiagonal form.
This is an auxiliary routine called by PDGEBRD.
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
M (global input) INTEGER
The number of rows to be operated on, i.e. the number of rows
of the distributed submatrix sub( A ). M >= 0.
N (global input) INTEGER
The number of columns to be operated on, i.e. the number of
columns of the distributed submatrix sub( A ). N >= 0.
NB (global input) INTEGER
The number of leading rows and columns of sub( A ) to be
reduced.
A (local input/local output) DOUBLE PRECISION 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 general dis-
tributed matrix sub( A ) to be reduced. On exit, the first NB
rows and columns of the matrix are overwritten; the rest of the
distributed matrix sub( A ) is unchanged. If m >= n, elements
on and below the diagonal in the first NB columns, with the
array TAUQ, represent the orthogonal matrix Q as a product of
elementary reflectors; and elements above the diagonal in the
first NB rows, with the array TAUP, represent the orthogonal
matrix P as a product of elementary reflectors. If m < n, ele-
ments below the diagonal in the first NB columns, with the
array TAUQ, represent the orthogonal matrix Q as a product of
elementary reflectors, and elements on and above the diagonal
in the first NB rows, with the array TAUP, represent the
orthogonal matrix P as a product of elementary reflectors. See
Further Details. 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.
D (local output) DOUBLE PRECISION array, dimension
LOCr(IA+MIN(M,N)-1) if M >= N; LOCc(JA+MIN(M,N)-1) otherwise.
The distributed diagonal elements of the bidiagonal matrix B:
D(i) = A(ia+i-1,ja+i-1). D is tied to the distributed matrix A.
E (local output) DOUBLE PRECISION array, dimension
LOCr(IA+MIN(M,N)-1) if M >= N; LOCc(JA+MIN(M,N)-2) otherwise.
The distributed off-diagonal elements of the bidiagonal dis-
tributed matrix B: if m >= n, E(i) = A(ia+i-1,ja+i) for i =
1,2,...,n-1; if m < n, E(i) = A(ia+i,ja+i-1) for i =
1,2,...,m-1. E is tied to the distributed matrix A.
TAUQ (local output) DOUBLE PRECISION array dimension
LOCc(JA+MIN(M,N)-1). The scalar factors of the elementary
reflectors which represent the orthogonal matrix Q. TAUQ is
tied to the distributed matrix A. See Further Details. TAUP
(local output) DOUBLE PRECISION array, dimension
LOCr(IA+MIN(M,N)-1). The scalar factors of the elementary
reflectors which represent the orthogonal matrix P. TAUP is
tied to the distributed matrix A. See Further Details. X
(local output) DOUBLE PRECISION pointer into the local memory
to an array of dimension (LLD_X,NB). On exit, the local pieces
of the distributed M-by-NB matrix X(IX:IX+M-1,JX:JX+NB-1)
required to update the unreduced part of sub( A ).
IX (global input) INTEGER
The row index in the global array X indicating the first row of
sub( X ).
JX (global input) INTEGER
The column index in the global array X indicating the first
column of sub( X ).
DESCX (global and local input) INTEGER array of dimension DLEN_.
The array descriptor for the distributed matrix X.
Y (local output) DOUBLE PRECISION pointer into the local memory
to an array of dimension (LLD_Y,NB). On exit, the local pieces
of the distributed N-by-NB matrix Y(IY:IY+N-1,JY:JY+NB-1)
required to update the unreduced part of sub( A ).
IY (global input) INTEGER
The row index in the global array Y indicating the first row of
sub( Y ).
JY (global input) INTEGER
The column index in the global array Y indicating the first
column of sub( Y ).
DESCY (global and local input) INTEGER array of dimension DLEN_.
The array descriptor for the distributed matrix Y.
WORK (local workspace) DOUBLE PRECISION array, dimension (LWORK)
LWORK >= NB_A + NQ, with
NQ = NUMROC( N+MOD( IA-1, NB_Y ), NB_Y, MYCOL, IACOL, NPCOL )
IACOL = INDXG2P( JA, NB_A, MYCOL, CSRC_A, NPCOL )
INDXG2P and NUMROC are ScaLAPACK tool functions; MYROW, MYCOL,
NPROW and NPCOL can be determined by calling the subroutine
BLACS_GRIDINFO.
FURTHER DETAILS
The matrices Q and P are represented as products of elementary reflec-
tors:
Q = H(1) H(2) . . . H(nb) and P = G(1) G(2) . . . G(nb)
Each H(i) and G(i) has the form:
H(i) = I - tauq * v * v' and G(i) = I - taup * u * u'
where tauq and taup are real scalars, and v and u are real vectors.
If m >= n, v(1:i-1) = 0, v(i) = 1, and v(i:m) is stored on exit in
A(ia+i-1:ia+m-1,ja+i-1); u(1:i) = 0, u(i+1) = 1, and u(i+1:n) is stored
on exit in A(ia+i-1,ja+i:ja+n-1); tauq is stored in TAUQ(ja+i-1) and
taup in TAUP(ia+i-1).
If m < n, v(1:i) = 0, v(i+1) = 1, and v(i+1:m) is stored on exit in
A(ia+i+1:ia+m-1,ja+i-1); u(1:i-1) = 0, u(i) = 1, and u(i:n) is stored
on exit in A(ia+i-1,ja+i:ja+n-1); tauq is stored in TAUQ(ja+i-1) and
taup in TAUP(ia+i-1).
The elements of the vectors v and u together form the m-by-nb matrix V
and the nb-by-n matrix U' which are needed, with X and Y, to apply the
transformation to the unreduced part of the matrix, using a block
update of the form: sub( A ) := sub( A ) - V*Y' - X*U'.
The contents of sub( A ) on exit are illustrated by the following exam-
ples with nb = 2:
m = 6 and n = 5 (m > n): m = 5 and n = 6 (m < n):
( 1 1 u1 u1 u1 ) ( 1 u1 u1 u1 u1 u1 )
( v1 1 1 u2 u2 ) ( 1 1 u2 u2 u2 u2 )
( v1 v2 a a a ) ( v1 1 a a a a )
( v1 v2 a a a ) ( v1 v2 a a a a )
( v1 v2 a a a ) ( v1 v2 a a a a )
( v1 v2 a a a )
where a denotes an element of the original matrix which is unchanged,
vi denotes an element of the vector defining H(i), and ui an element of
the vector defining G(i).
ScaLAPACK routine 31 October 2017 PDLABRD(3)