PDORMTR(l)
β¨ PDORMTR β¨
okay so bestie, welcome to PDORMTR from the LAPACK routine set β version 1.5, a certified classic π
. This is the distributed-memory girlie that overwrites the general real M-by-N distributed matrix sub( C ) = C(IC:IC+M-1,JC:JC+N-1) with SIDE = 'L' SIDE = 'R' TRANS = 'N'. Yeah. She's giving linear algebra main character energy and we're obsessed π
πΈ NAME πΈ
PDORMTR β overwrite the general real M-by-N distributed matrix sub( C ) = C(IC:IC+M-1,JC:JC+N-1) with SIDE = 'L' SIDE = 'R' TRANS = 'N'
π¦ SYNOPSIS π¦
SUBROUTINE PDORMTR( SIDE, UPLO, TRANS, M, N, A, IA, JA, DESCA, TAU, C,
IC, JC, DESCC, WORK, LWORK, INFO )
CHARACTER SIDE, TRANS, UPLO
INTEGER IA, IC, INFO, JA, JC, LWORK, M, N
INTEGER DESCA( * ), DESCC( * )
DOUBLE PRECISION A( * ), C( * ), TAU( * ), WORK( * )
π PURPOSE π
So here's the tea. PDORMTR overwrites the general real M-by-N distributed matrix sub( C ) = C(IC:IC+M-1,JC:JC+N-1) with TRANS = 'T':
Q**T * sub( C ) sub( C ) * Q**T
where Q is a real orthogonal distributed matrix of order nq, with nq = m if SIDE = 'L' and nq = n if SIDE = 'R'. And Q is defined as the product of nq-1 elementary reflectors, as returned by PDSYTRD:
- if
UPLO = 'U',Q = H(nq-1) . . . H(2) H(1); - if
UPLO = 'L',Q = H(1) H(2) . . . H(nq-1).
β Notes β
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. (it's the blueprint, bestie πΊοΈ)
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".
DTYPE_A(global) β stored inDESCA( DTYPE_ )β the descriptor type. In this case,DTYPE_A = 1.CTXT_A(global) β stored inDESCA( CTXT_ )β the BLACS context handle, indicating the BLACS process gridAis distributed over. The context itself is global, but the handle (the integer value) may vary.M_A(global) β stored inDESCA( M_ )β the number of rows in the global arrayA.N_A(global) β stored inDESCA( N_ )β the number of columns in the global arrayA.MB_A(global) β stored inDESCA( MB_ )β the blocking factor used to distribute the rows of the array.NB_A(global) β stored inDESCA( NB_ )β the blocking factor used to distribute the columns of the array.RSRC_A(global) β stored inDESCA( RSRC_ )β the process row over which the first row of the arrayAis distributed.CSRC_A(global) β stored inDESCA( CSRC_ )β the process column over which the first column of the arrayAis distributed.LLD_A(local) β stored inDESCA( LLD_ )β 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
π ARGUMENTS π
SIDEβ (global input)CHARACTER= 'L': applyQorQ**Tfrom the Left;= 'R': applyQorQ**Tfrom the Right.
UPLOβ (global input)CHARACTER= 'U': Upper triangle ofA(IA:*,JA:*)contains elementary reflectors fromPDSYTRD;= 'L': Lower triangle ofA(IA:*,JA:*)contains elementary reflectors fromPDSYTRD.
TRANSβ (global input)CHARACTER= 'N': No transpose, applyQ;= 'T': Transpose, applyQ**T.
Mβ (global input)INTEGERβ the number of rows to be operated on, i.e the number of rows of the distributed submatrixsub( C ).M >= 0.Nβ (global input)INTEGERβ the number of columns to be operated on, i.e the number of columns of the distributed submatrixsub( C ).N >= 0.Aβ (local input)DOUBLE PRECISIONpointer into the local memory to an array of dimension(LLD_A,LOCc(JA+M-1))ifSIDE='L', or(LLD_A,LOCc(JA+N-1))ifSIDE = 'R'. The vectors which define the elementary reflectors, as returned byPDSYTRD. IfSIDE = 'L',LLD_A >= max(1,LOCr(IA+M-1)); ifSIDE = 'R',LLD_A >= max(1,LOCr(IA+N-1)).IAβ (global input)INTEGERβ the row index in the global arrayAindicating the first row ofsub( A ).JAβ (global input)INTEGERβ the column index in the global arrayAindicating the first column ofsub( A ).DESCAβ (global and local input)INTEGERarray of dimensionDLEN_. The array descriptor for the distributed matrixA.TAUβ (local input)DOUBLE PRECISIONarray, dimensionLTAU, where ifSIDE = 'L'andUPLO = 'U',LTAU = LOCc(M_A), ifSIDE = 'L'andUPLO = 'L',LTAU = LOCc(JA+M-2), ifSIDE = 'R'andUPLO = 'U',LTAU = LOCc(N_A), ifSIDE = 'R'andUPLO = 'L',LTAU = LOCc(JA+N-2).TAU(i)must contain the scalar factor of the elementary reflectorH(i), as returned byPDSYTRD.TAUis tied to the distributed matrixA. (they're a package deal, no separating them π)Cβ (local input/local output)DOUBLE PRECISIONpointer into the local memory to an array of dimension(LLD_C,LOCc(JC+N-1)). On entry, the local pieces of the distributed matrixsub(C). On exit,sub( C )is overwritten byQ*sub( C )orQ'*sub( C )orsub( C )*Q'orsub( C )*Q.ICβ (global input)INTEGERβ the row index in the global arrayCindicating the first row ofsub( C ).JCβ (global input)INTEGERβ the column index in the global arrayCindicating the first column ofsub( C ).DESCCβ (global and local input)INTEGERarray of dimensionDLEN_. The array descriptor for the distributed matrixC.WORKβ (local workspace/local output)DOUBLE PRECISIONarray, dimension(LWORK). On exit,WORK(1)returns the minimal and optimalLWORK.LWORKβ (local or global input)INTEGERβ the dimension of the arrayWORK.LWORKis local input and must be at least:
If UPLO = 'U', IAA = IA, JAA = JA+1, ICC = IC, JCC = JC; else
UPLO = 'L', IAA = IA+1, JAA = JA; if SIDE = 'L', ICC = IC+1; JCC
= JC; else ICC = IC; JCC = JC+1; end if end if
If SIDE = 'L', MI = M-1; NI = N; LWORK >= MAX(
(NB_A*(NB_A-1))/2, (NqC0 + MpC0)*NB_A ) + NB_A * NB_A else if
SIDE = 'R', MI = M; MI = N-1; LWORK >= MAX( (NB_A*(NB_A-1))/2, (
NqC0 + MAX( NpA0 + NUMROC( NUMROC( NI+ICOFFC, NB_A, 0, 0, NPCOL
), NB_A, 0, 0, LCMQ ), MpC0 ) )*NB_A ) + NB_A * NB_A end if
where LCMQ = LCM / NPCOL with LCM = ICLM( NPROW, NPCOL ),
IROFFA = MOD( IAA-1, MB_A ), ICOFFA = MOD( JAA-1, NB_A ), IAROW
= INDXG2P( IAA, MB_A, MYROW, RSRC_A, NPROW ), NpA0 = NUMROC(
NI+IROFFA, MB_A, MYROW, IAROW, NPROW ),
IROFFC = MOD( ICC-1, MB_C ), ICOFFC = MOD( JCC-1, NB_C ), ICROW
= INDXG2P( ICC, MB_C, MYROW, RSRC_C, NPROW ), ICCOL = INDXG2P(
JCC, NB_C, MYCOL, CSRC_C, NPCOL ), MpC0 = NUMROC( MI+IROFFC,
MB_C, MYROW, ICROW, NPROW ), NqC0 = NUMROC( NI+ICOFFC, NB_C,
MYCOL, ICCOL, NPCOL ),
ILCM, INDXG2P and NUMROC are ScaLAPACK tool functions; MYROW, MYCOL, NPROW and NPCOL can be determined by calling the subroutine BLACS_GRIDINFO.
If LWORK = -1, then LWORK is global input and a workspace query is assumed; the routine only calculates the minimum and optimal size for all work arrays. Each of these values is returned in the first entry of the corresponding work array, and no error message is issued by PXERBLA. sneaky but iconic π«Ά
INFOβ (global output)INTEGER= 0: successful exit< 0: If the i-th argument is an array and the j-entry had an illegal value, thenINFO = -(i*100+j), if the i-th argument is a scalar and had an illegal value, thenINFO = -i.
π Alignment requirements π
The distributed submatrices A(IA:*, JA:*) and C(IC:IC+M-1,JC:JC+N-1) must verify some alignment properties, namely the following expressions should be true:
If SIDE = 'L', ( MB_A.EQ.MB_C .AND. IROFFA.EQ.IROFFC .AND.
IAROW.EQ.ICROW ) If SIDE = 'R', ( MB_A.EQ.NB_C .AND.
IROFFA.EQ.ICOFFC )
Do NOT sleep on these alignment requirements bestie. They are not a suggestion, they are the vibe check π
And that's the whole page, fr fr. Written up for LAPACK version 1.5, dated 12 May 1997 β yes she's vintage, yes she still slays, no cap ππ
Go forth and call PDORMTR responsibly. π¦π
π¦ where this page comes from
- ubuntu jammy: scalapack-doc 1.5-11
- π girlified by deepseek-ai/DeepSeek-V4.1-Flash on : a language model's rewrite of the original, under its terms