Developer Reference for Intel® oneAPI Math Kernel Library - C

Developer Reference

  • 0.9
  • 09/09/2020
  • Public Content
Contents

?orbdb/?unbdb

Simultaneously bidiagonalizes the blocks of a partitioned orthogonal/unitary matrix.

Syntax

lapack_int LAPACKE_sorbdb
(
int
matrix_layout
,
char
trans
,
char
signs
,
lapack_int
m
,
lapack_int
p
,
lapack_int
q
,
float*
x11
,
lapack_int
ldx11
,
float*
x12
,
lapack_int
ldx12
,
float*
x21
,
lapack_int
ldx21
,
float*
x22
,
lapack_int
ldx22
,
float*
theta
,
float*
phi
,
float*
taup1
,
float*
taup2
,
float*
tauq1
,
float*
tauq2
);
lapack_int LAPACKE_dorbdb
(
int
matrix_layout
,
char
trans
,
char
signs
,
lapack_int
m
,
lapack_int
p
,
lapack_int
q
,
double*
x11
,
lapack_int
ldx11
,
double*
x12
,
lapack_int
ldx12
,
double*
x21
,
lapack_int
ldx21
,
double*
x22
,
lapack_int
ldx22
,
double*
theta
,
double*
phi
,
double*
taup1
,
double*
taup2
,
double*
tauq1
,
double*
tauq
);
lapack_int LAPACKE_cunbdb
(
int
matrix_layout
,
char
trans
,
char
signs
,
lapack_int
m
,
lapack_int
p
,
lapack_int
q
,
lapack_complex_float*
x11
,
lapack_int
ldx11
,
lapack_complex_float*
x12
,
lapack_int
ldx12
,
lapack_complex_float*
x21
,
lapack_int
ldx21
,
lapack_complex_float*
x22
,
lapack_int
ldx22
,
float*
theta
,
float*
phi
,
lapack_complex_float*
taup1
,
lapack_complex_float*
taup2
,
lapack_complex_float*
tauq1
,
lapack_complex_float*
tauq2
);
lapack_int LAPACKE_zunbdb
(
int
matrix_layout
,
char
trans
,
char
signs
,
lapack_int
m
,
lapack_int
p
,
lapack_int
q
,
lapack_complex_double*
x11
,
lapack_int
ldx11
,
lapack_complex_double*
x12
,
lapack_int
ldx12
,
lapack_complex_double*
x21
,
lapack_int
ldx21
,
lapack_complex_double*
x22
,
lapack_int
ldx22
,
double*
theta
,
double*
phi
,
lapack_complex_double*
taup1
,
lapack_complex_double*
taup2
,
lapack_complex_double*
tauq1
,
lapack_complex_double*
tauq2
);
Include Files
  • mkl.h
Description
The routines
?orbdb
/
?unbdb
 simultaneously bidiagonalizes the blocks of an
m
-by-
m
 partitioned orthogonal matrix
X
:
Equation
or unitary matrix:
Equation
x
11
 is
p
-by-
q
.
q
 must not be larger than
p
,
m
-
p
, or
m
-
q
. Otherwise,
x
 must be transposed and/or permuted in constant time using the
trans
 and
signs
 options.
The orthogonal/unitary matrices
p
1
,
p
2
,
q
1
, and
q
2
 are
p
-by-
p
,
(m-p)
-by-
(m-p)
,
q
-by-
q
,
(m-q)
-by-
(m-q)
, respectively. They are represented implicitly by Housholder vectors.
The bidiagonal matrices
b
11
,
b
12
,
b
21
, and
b
22
 are
q
-by-
q
 bidiagonal matrices represented implicitly by angles
theta
[0]
, ...,
theta
[
q
 - 1]
 and
phi
[0]
, ...,
phi
[
q
 - 2]
.
b
11
 and
b
12
 are upper bidiagonal, while
b
21
 and
b
22
 are lower bidiagonal. Every entry in each bidiagonal band is a product of a sine or cosine of
theta
 with a sine or cosine of
phi
. See [Sutton09] for details.
p
1
,
p
2
,
q
1
, and
q
2
 are represented as products of elementary reflectors. .
Input Parameters
matrix_layout
Specifies whether matrix storage layout is row major (
LAPACK_ROW_MAJOR
) or column major (
LAPACK_COL_MAJOR
).
trans
= '
T
':
x
,
u
1
,
u
2
,
v
1
t
,
v
2
t
 are stored in row-major order.
otherwise
x
,
u
1
,
u
2
,
v
1
t
,
v
2
t
 are stored in column-major order.
signs
= '
O
':
The lower-left block is made nonpositive (the "other" convention).
otherwise
The upper-right block is made nonpositive (the "default" convention).
m
The number of rows and columns of the matrix
X
.
p
The number of rows in
x
11
 and
x
12
.
0
≤
p
≤
m
.
q
The number of columns in
x
11
 and
x
21
.
0
≤
q
≤
 min(
p
,
m
-
p
,
m
-
q
)
.
x11
Array, size
(size max(1,
ldx11
*
q
) for column major layout and max(1,
ldx11
*
p
) for row major layout)
 .
On entry, the top-left block of the orthogonal/unitary matrix to be reduced.
ldx11
The leading dimension of the array
X
11
. If
trans
 = '
T
',
ldx11
≥
p
for column major layout and
ldx11
≥
q
 for row major layout
. Otherwise,
ldx11
≥
q
.
x12
Array, size
(size max(1,
ldx12
*(
m
-
q
)) for column major layout and max(1,
ldx12
*
p
) for row major layout)
.
On entry, the top-right block of the orthogonal/unitary matrix to be reduced.
ldx12
The leading dimension of the array
X
12
. If
trans
 = '
N
',
ldx12
≥
p
for column major layout and
ldx12
≥
m
 -
q
 for row major layout.
. Otherwise,
ldx12
≥
m
-
q
.
x21
Array, size
(size max(1,
ldx21
*
q
) for column major layout and max(1,
ldx21
*(
m
-
p
)) for row major layout)
.
On entry, the bottom-left block of the orthogonal/unitary matrix to be reduced.
ldx21
The leading dimension of the array
X
21
. If
trans
 = '
N
',
ldx21
≥
m
-
p
for column major layout and
ldx12
≥
q
 for row major layout.
. Otherwise,
ldx21
≥
q
.
x22
Array, size (
(size max(1,
ldx22
*(
m
-
q
)) for column major layout and max(1,
ldx22
*(
m
 -
p
)) for row major layout)
.
On entry, the bottom-right block of the orthogonal/unitary matrix to be reduced.
ldx22
The leading dimension of the array
X
21
. If
trans
 = '
N
',
ldx22
≥
m
-
p
for column major layout and
ldx22
≥
m
 -
q
 for row major layout.
. Otherwise,
ldx22
≥
m
-
q
.
Output Parameters
x11
On exit, the form depends on
trans
:
If
trans
='
N
',
the columns of the lower triangle of
x11
 specify reflectors for
p
1
, the rows of the upper triangle of
x11
(1:
q
 - 1,
q
:q - 1)
 specify reflectors for
q
1
otherwise
trans
='
T
',
the rows of the upper triangle of
x11
 specify reflectors for
p
1
, the columns of the lower triangle of
x11
(1:
q
 - 1,
q
:q - 1)
 specify reflectors for
q
1
x12
On exit, the form depends on
trans
:
If
trans
='
N
',
the columns of the upper triangle of
x12
 specify the first
p
 reflectors for
q
2
otherwise
trans
='
T
',
the columns of the lower triangle of
x12
 specify the first
p
 reflectors for
q
2
x21
On exit, the form depends on
trans
:
If
trans
='
N
',
the columns of the lower triangle of
x21
 specify the reflectors for
p
2
otherwise
trans
='
T
',
the columns of the upper triangle of
x21
 specify the reflectors for
p
2
x22
On exit, the form depends on
trans
:
If
trans
='
N
',
the rows of the upper triangle of
x22
(
q
+1:
m
-
p
,
p
+1:
m
-
q
) specify the last
m
-
p
-
q
 reflectors for
q
2
otherwise
trans
='
T
',
the columns of the lower triangle of
x22
(
p
+1:
m
-
q
,
q
+1:
m
-
p
) specify the last
m
-
p
-
q
 reflectors for
p
2
theta
Array,
size
q
. The entries of bidiagonal blocks
b
11
,
b
12
,
b
21
, and
b
22
 can be computed from the angles
theta
 and
phi
.
See the Description section for details.
phi
Array,
size
q
-1
. The entries of bidiagonal blocks
b
11
,
b
12
,
b
21
, and
b
22
 can be computed from the angles
theta
 and
phi
.
See the Description section for details.
taup1
Array,
size
p
.
Scalar factors of the elementary reflectors that define
p
1
.
taup2
Array,
size
m
-
p
.
Scalar factors of the elementary reflectors that define
p
2
.
tauq1
Array,
size
q
.