LAPACK 3.11.0 LAPACK: Linear Algebra PACKage
Searching...
No Matches

## ◆ slatsqr()

 subroutine slatsqr ( integer M, integer N, integer MB, integer NB, real, dimension( lda, * ) A, integer LDA, real, dimension(ldt, *) T, integer LDT, real, dimension( * ) WORK, integer LWORK, integer INFO )

SLATSQR

Purpose:
``` SLATSQR computes a blocked Tall-Skinny QR factorization of
a real M-by-N matrix A for M >= N:

A = Q * ( R ),
( 0 )

where:

Q is a M-by-M orthogonal matrix, stored on exit in an implicit
form in the elements below the diagonal of the array A and in
the elements of the array T;

R is an upper-triangular N-by-N matrix, stored on exit in
the elements on and above the diagonal of the array A.

0 is a (M-N)-by-N zero matrix, and is not stored.```
Parameters
 [in] M ``` M is INTEGER The number of rows of the matrix A. M >= 0.``` [in] N ``` N is INTEGER The number of columns of the matrix A. M >= N >= 0.``` [in] MB ``` MB is INTEGER The row block size to be used in the blocked QR. MB > N.``` [in] NB ``` NB is INTEGER The column block size to be used in the blocked QR. N >= NB >= 1.``` [in,out] A ``` A is REAL array, dimension (LDA,N) On entry, the M-by-N matrix A. On exit, the elements on and above the diagonal of the array contain the N-by-N upper triangular matrix R; the elements below the diagonal represent Q by the columns of blocked V (see Further Details).``` [in] LDA ``` LDA is INTEGER The leading dimension of the array A. LDA >= max(1,M).``` [out] T ``` T is REAL array, dimension (LDT, N * Number_of_row_blocks) where Number_of_row_blocks = CEIL((M-N)/(MB-N)) The blocked upper triangular block reflectors stored in compact form as a sequence of upper triangular blocks. See Further Details below.``` [in] LDT ``` LDT is INTEGER The leading dimension of the array T. LDT >= NB.``` [out] WORK ` (workspace) REAL array, dimension (MAX(1,LWORK))` [in] LWORK ``` The dimension of the array WORK. LWORK >= NB*N. If LWORK = -1, then a workspace query is assumed; the routine only calculates the optimal size of the WORK array, returns this value as the first entry of the WORK array, and no error message related to LWORK is issued by XERBLA.``` [out] INFO ``` INFO is INTEGER = 0: successful exit < 0: if INFO = -i, the i-th argument had an illegal value```
Further Details:
``` Tall-Skinny QR (TSQR) performs QR by a sequence of orthogonal transformations,
representing Q as a product of other orthogonal matrices
Q = Q(1) * Q(2) * . . . * Q(k)
where each Q(i) zeros out subdiagonal entries of a block of MB rows of A:
Q(1) zeros out the subdiagonal entries of rows 1:MB of A
Q(2) zeros out the bottom MB-N rows of rows [1:N,MB+1:2*MB-N] of A
Q(3) zeros out the bottom MB-N rows of rows [1:N,2*MB-N+1:3*MB-2*N] of A
. . .

Q(1) is computed by GEQRT, which represents Q(1) by Householder vectors
stored under the diagonal of rows 1:MB of A, and by upper triangular
block reflectors, stored in array T(1:LDT,1:N).

Q(i) for i>1 is computed by TPQRT, which represents Q(i) by Householder vectors
stored in rows [(i-1)*(MB-N)+N+1:i*(MB-N)+N] of A, and by upper triangular
block reflectors, stored in array T(1:LDT,(i-1)*N+1:i*N).
The last Q(k) may use fewer rows.

For more details of the overall algorithm, see the description of
Sequential TSQR in Section 2.2 of [1].

[1] “Communication-Optimal Parallel and Sequential QR and LU Factorizations,”
J. Demmel, L. Grigori, M. Hoemmen, J. Langou,
SIAM J. Sci. Comput, vol. 34, no. 1, 2012```

Definition at line 164 of file slatsqr.f.

166*
167* -- LAPACK computational routine --
168* -- LAPACK is a software package provided by Univ. of Tennessee, --
169* -- Univ. of California Berkeley, Univ. of Colorado Denver and NAG Ltd. --
170*
171* .. Scalar Arguments ..
172 INTEGER INFO, LDA, M, N, MB, NB, LDT, LWORK
173* ..
174* .. Array Arguments ..
175 REAL A( LDA, * ), WORK( * ), T(LDT, *)
176* ..
177*
178* =====================================================================
179*
180* ..
181* .. Local Scalars ..
182 LOGICAL LQUERY
183 INTEGER I, II, KK, CTR
184* ..
185* .. EXTERNAL FUNCTIONS ..
186 LOGICAL LSAME
187 EXTERNAL lsame
188* .. EXTERNAL SUBROUTINES ..
189 EXTERNAL sgeqrt, stpqrt, xerbla
190* .. INTRINSIC FUNCTIONS ..
191 INTRINSIC max, min, mod
192* ..
193* .. EXECUTABLE STATEMENTS ..
194*
195* TEST THE INPUT ARGUMENTS
196*
197 info = 0
198*
199 lquery = ( lwork.EQ.-1 )
200*
201 IF( m.LT.0 ) THEN
202 info = -1
203 ELSE IF( n.LT.0 .OR. m.LT.n ) THEN
204 info = -2
205 ELSE IF( mb.LT.1 ) THEN
206 info = -3
207 ELSE IF( nb.LT.1 .OR. ( nb.GT.n .AND. n.GT.0 )) THEN
208 info = -4
209 ELSE IF( lda.LT.max( 1, m ) ) THEN
210 info = -6
211 ELSE IF( ldt.LT.nb ) THEN
212 info = -8
213 ELSE IF( lwork.LT.(n*nb) .AND. (.NOT.lquery) ) THEN
214 info = -10
215 END IF
216 IF( info.EQ.0) THEN
217 work(1) = nb*n
218 END IF
219 IF( info.NE.0 ) THEN
220 CALL xerbla( 'SLATSQR', -info )
221 RETURN
222 ELSE IF (lquery) THEN
223 RETURN
224 END IF
225*
226* Quick return if possible
227*
228 IF( min(m,n).EQ.0 ) THEN
229 RETURN
230 END IF
231*
232* The QR Decomposition
233*
234 IF ((mb.LE.n).OR.(mb.GE.m)) THEN
235 CALL sgeqrt( m, n, nb, a, lda, t, ldt, work, info)
236 RETURN
237 END IF
238 kk = mod((m-n),(mb-n))
239 ii=m-kk+1
240*
241* Compute the QR factorization of the first block A(1:MB,1:N)
242*
243 CALL sgeqrt( mb, n, nb, a(1,1), lda, t, ldt, work, info )
244*
245 ctr = 1
246 DO i = mb+1, ii-mb+n , (mb-n)
247*
248* Compute the QR factorization of the current block A(I:I+MB-N,1:N)
249*
250 CALL stpqrt( mb-n, n, 0, nb, a(1,1), lda, a( i, 1 ), lda,
251 \$ t(1, ctr * n + 1),
252 \$ ldt, work, info )
253 ctr = ctr + 1
254 END DO
255*
256* Compute the QR factorization of the last block A(II:M,1:N)
257*
258 IF (ii.LE.m) THEN
259 CALL stpqrt( kk, n, 0, nb, a(1,1), lda, a( ii, 1 ), lda,
260 \$ t(1, ctr * n + 1), ldt,
261 \$ work, info )
262 END IF
263*
264 work( 1 ) = n*nb
265 RETURN
266*
267* End of SLATSQR
268*
subroutine xerbla(SRNAME, INFO)
XERBLA
Definition: xerbla.f:60
logical function lsame(CA, CB)
LSAME
Definition: lsame.f:53
subroutine sgeqrt(M, N, NB, A, LDA, T, LDT, WORK, INFO)
SGEQRT
Definition: sgeqrt.f:141
subroutine stpqrt(M, N, L, NB, A, LDA, B, LDB, T, LDT, WORK, INFO)
STPQRT
Definition: stpqrt.f:189
Here is the call graph for this function:
Here is the caller graph for this function: