Developer Reference for Intel® oneAPI Math Kernel Library for C

ID 766684
Date 3/22/2024
Public

A newer version of this document is available. Customers should click here to go to the newest version.

Document Table of Contents

?orcsd2by1/?uncsd2by1

Computes the CS decomposition of a block-partitioned orthogonal/unitary matrix.

Syntax

lapack_int LAPACKE_sorcsd2by1 (int matrix_layout, char jobu1, char jobu2, char jobv1t, lapack_int m, lapack_int p, lapack_int q, float * x11, lapack_int ldx11, float * x21, lapack_int ldx21, float * theta, float * u1, lapack_int ldu1, float * u2, lapack_int ldu2, float * v1t, lapack_int ldv1t);

lapack_int LAPACKE_dorcsd2by1 (int matrix_layout, char jobu1, char jobu2, char jobv1t, lapack_int m, lapack_int p, lapack_int q, double * x11, lapack_int ldx11, double * x21, lapack_int ldx21, double * theta, double * u1, lapack_int ldu1, double * u2, lapack_int ldu2, double * v1t, lapack_int ldv1t);

lapack_int LAPACKE_cuncsd2by1 (int matrix_layout, char jobu1, char jobu2, char jobv1t, lapack_int m, lapack_int p, lapack_int q, lapack_complex_float * x11, lapack_int ldx11, lapack_complex_float * x21, lapack_int ldx21, float * theta, lapack_complex_float * u1, lapack_int ldu1, lapack_complex_float * u2, lapack_int ldu2, lapack_complex_float * v1t, lapack_int ldv1t);

lapack_int LAPACKE_zuncsd2by1 (int matrix_layout, char jobu1, char jobu2, char jobv1t, lapack_int m, lapack_int p, lapack_int q, lapack_complex_double * x11, lapack_int ldx11, lapack_complex_double * x21, lapack_int ldx21, double * theta, lapack_complex_double * u1, lapack_int ldu1, lapack_complex_double * u2, lapack_int ldu2, lapack_complex_double * v1t, lapack_int ldv1t);

Include Files

  • mkl.h

Description

The routines ?orcsd2by1/?uncsd2by1 compute the CS decomposition of an m-by-q matrix X with orthonormal columns that has been partitioned into a 2-by-1 block structure:

Equation

x11 is p-by-q. The orthogonal/unitary matrices u1, u2, v1, and v2 are p-by-p, (m-p)-by-(m-p), q-by-q, (m-q)-by-(m-q), respectively. C and S are r-by-r nonnegative diagonal matrices satisfying C2 + S2 = I, in which r = min(p,m-p,q,m-q).

Input Parameters

matrix_layout

Specifies whether matrix storage layout is row major (LAPACK_ROW_MAJOR) or column major (LAPACK_COL_MAJOR).

jobu1

If equal to 'Y', then u1 is computed. Otherwise, u1 is not computed.

jobu2

If equal to 'Y', then u2 is computed. Otherwise, u2 is not computed.

jobv1t

If equal to 'Y', then v1t is computed. Otherwise, v1t is not computed.

m

The number of rows and columns of the matrix X.

p

The number of rows in x11. 0 pm.

q

The number of columns in x11 . 0 qm.

x11

Array, size (ldx11*q).

On entry, the part of the orthogonal matrix whose CSD is desired.

ldx11

The leading dimension of the array x11. ldx11 max(1,p).

x21

Array, size (ldx21*q).

On entry, the part of the orthogonal matrix whose CSD is desired.

ldx21

The leading dimension of the array X. ldx21 max(1,m - p).

ldu1

The leading dimension of the array u1. If jobu1 = 'Y', ldu1 max(1,p).

ldu2

The leading dimension of the array u2. If jobu2 = 'Y', ldu2 max(1,m-p).

ldv1t

The leading dimension of the array v1t. If jobv1t = 'Y', ldv1t max(1,q).

Output Parameters

theta

Array, size r, in which r = min(p,m-p,q,m-q).

C = diag( cos(theta(1)), ..., cos(theta(r)) ), and

S = diag( sin(theta(1)), ..., sin(theta(r)) ).

u1

Array, size (ldu1*p) .

If jobu1 = 'Y', u1 contains the p-by-p orthogonal/unitary matrix u1.

u2

Array, size (ldu2*(m - p)) .

If jobu2 = 'Y', u2 contains the (m-p)-by-(m-p) orthogonal/unitary matrix u2.

v1t

Array, size (ldv1t*q) .

If jobv1t = 'Y', v1t contains the q-by-q orthogonal matrix v1T or unitary matrix v1H.

Return Values

This function returns a value info.

= 0: successful exit

< 0: if info = -i, the i-th argument has an illegal value

> 0: ?orcsd2by1/?uncsd2by1 did not converge.

See Also