orgbr¶
Generates the real orthogonal matrix Q
or P
T
determined by
gebrd.
orgbr
supports the following precisions.
T
float
double
Description
The routine generates the whole or part of the orthogonal matrices
Q
and P
T formed by the routines
gebrd.
All valid combinations of arguments are described in Input parameters. In
most cases you need the following:
To compute the whole m
-by-m
matrix Q
:
orgbr(queue, generate::q, m, m, n, a, …)
(note that the array a
must have at least m
columns).
To form the n
leading columns of Q
if m > n
:
orgbr(queue, generate::q, m, n, n, a, …)
To compute the whole n
-by-n
matrix P
T:
orgbr(queue, generate::p, n, n, m, a, …)
(note that the array a
must have at least n
rows).
To form the m
leading rows of P
T if m < n
:
orgbr(queue, generate::p, m, n, m, a, …)
orgbr (BUFFER Version)¶
Syntax
-
void
onemkl::lapack
::
orgbr
(cl::sycl::queue &queue, onemkl::generate gen, std::int64_t m, std::int64_t n, std::int64_t k, cl::sycl::buffer<T, 1> &a, std::int64_t lda, cl::sycl::buffer<T, 1> &tau, cl::sycl::buffer<T, 1> &scratchpad, std::int64_t scratchpad_size)¶
Input Parameters
- queue
The queue where the routine should be executed.
- gen
Must be
generate::q
orgenerate::p
.If gen
= generate::q
, the routine generates the matrixQ
.If gen
= generate::p
, the routine generates the matrixP
T.- m
The number of rows in the matrix
Q
orP
T to be returned(0≤m)
.If gen
= generate::q
,m ≥ n ≥ min(m, k)
.If gen
= generate::p
,n ≥ m ≥ min(n, k)
.- n
The number of rows in the matrix
Q
orP
T to be returned(0≤n)
. See m for constraints.- k
If gen
= generate::q
, the number of columns in the originalm
-by-k matrix reduced by gebrd.If gen
= generate::p
, the number of rows in the originalk
-by-n matrix reduced by gebrd.- a
The buffer
a
as returned by gebrd.- lda
The leading dimension of a.
- tau
Buffer, size
min (m,k)
if gen= generate::q
, sizemin(n,k)
if gen= generate::p
. Scalar factor of the elementary reflectors, as returned by gebrd in the array tauq or taup.- scratchpad_size
Size of scratchpad memory as a number of floating point elements of type T. Size should not be less than the value returned by orgbr_scratchpad_size function.
Output Parameters
- a
Overwritten by n leading columns of the m-by-m orthogonal matrix
Q
orP
T (or the leading rows or columns thereof) as specified by gen, m, and n.- scratchpad
Buffer holding scratchpad memory to be used by routine for storing intermediate results.
Throws
- onemkl::lapack::exception
Exception is thrown in case of problems happened during calculations. The
info
code of the problem can be obtained by get_info() method of exception object:If
info=-i
, thei
-th parameter had an illegal value.If
info
equals to value passed as scratchpad size, andget_detail()
returns non zero, then passed scratchpad is of insufficient size, and required size should not be less than value return byget_detail()
method of exception object.
orgbr (USM Version)¶
Syntax
-
cl::sycl::event
onemkl::lapack
::
orgbr
(cl::sycl::queue &queue, onemkl::generate gen, std::int64_t m, std::int64_t n, std::int64_t k, T *a, std::int64_t lda, T *tau, T *scratchpad, std::int64_t scratchpad_size, const cl::sycl::vector_class<cl::sycl::event> &events = {})¶
Input Parameters
- queue
The queue where the routine should be executed.
- gen
Must be
generate::q
orgenerate::p
.If gen
= generate::q
, the routine generates the matrixQ
.If gen
= generate::p
, the routine generates the matrixP
T.- m
The number of rows in the matrix
Q
orP
T to be returned(0≤m)
.If gen
= generate::q
,m ≥ n ≥ min(m, k)
.If gen
= generate::p
,n ≥ m ≥ min(n, k)
.- n
The number of rows in the matrix
Q
orP
T to be returned(0≤n)
. See m for constraints.- k
If gen
= generate::q
, the number of columns in the originalm
-by-k matrix reduced by gebrd.If gen
= generate::p
, the number of rows in the originalk
-by-n matrix reduced by gebrd.- a
Pointer to array
a
as returned by gebrd.- lda
The leading dimension of a.
- tau
Pointer to array of size
min (m,k)
if gen= generate::q
, sizemin(n,k)
if gen= generate::p
. Scalar factor of the elementary reflectors, as returned by gebrd in the array tauq or taup.- scratchpad_size
Size of scratchpad memory as a number of floating point elements of type T. Size should not be less than the value returned by orgbr_scratchpad_size function.
- events
List of events to wait for before starting computation. Defaults to empty list.
Output Parameters
- a
Overwritten by n leading columns of the m-by-m orthogonal matrix
Q
orP
T (or the leading rows or columns thereof) as specified by gen, m, and n.- scratchpad
Pointer to scratchpad memory to be used by routine for storing intermediate results.
Throws
- onemkl::lapack::exception
Exception is thrown in case of problems happened during calculations. The
info
code of the problem can be obtained by get_info() method of exception object:If
info=-i
, thei
-th parameter had an illegal value.If
info
equals to value passed as scratchpad size, andget_detail()
returns non zero, then passed scratchpad is of insufficient size, and required size should not be less than value return byget_detail()
method of exception object.
Return Values
Output event to wait on to ensure computation is complete.
Parent topic: LAPACK Singular Value and Eigenvalue Problem Routines