orgqr_batch (USM Strided Version)

orgqr_batch (USM Strided Version)#

Generates the orthogonal matrices Qi of the batch QR factorizations formed by geqrf_batch (USM Strided Version). This routine belongs to the oneapi::mkl::lapack namespace.

Description#

The routine generates the wholes or parts of the orthogonal matrices Q i of the batch of QR factorizations formed by the routine geqrf_batch (USM Strided Version). Usually, Q i is determined from the QR factorization of an m-by-p matrix A i with mp.

To compute the whole matrices Q i, use:

orgqr_batch(queue, m, m, p, a, ...)

To compute the leading p columns of Q i (which form an orthonormal basis in the space spanned by the columns of A i):

orgqr_batch(queue, m, p, p, a, ...)

To compute the matrices Q ik of the QR factorizations of leading k columns of the matrices A i:

orgqr_batch(queue, m, m, k, a, ...)

To compute the leading k columns of Q ik (which form an orthonormal basis in the space spanned by leading k columns of the matrices A i):

orgqr_batch(queue, m, k, k, a, ...)

API#

Syntax#

namespace oneapi::mkl::lapack {
  sycl::event orgqr_batch(sycl::queue &queue,
  int64_t m,
  int64_t n,
  int64_t k,
  T *a,
  int64_t lda,
  int64_t stride_a,
  const T *tau,
  int64_t stride_tau,
  int64_t batch_size,
  T *scratchpad,
  int64_t scratchpad_size,
  const std::vector<sycl::event> &events = {})
}

This function supports the following precisions and devices:

T

Devices supported

float

CPU and GPU*

double

CPU and GPU*

*Interface support only; all computations are performed on the CPU.

Input Parameters#

queue

Device queue where calculations will be performed.

m

The number of rows in the matrices Ai (m 0).

n

The number of columns in the matrices Ai (n 0).

k

the number of elementary reflectors whose product defines the matrices Qi (0 ≤ kn) .

a

Array resulting after a call to geqrf_batch (USM Strided Version).

lda

The leading dimension of Ai (ldamax(1,m)).

stride_a

The stride between the beginnings of matrices Ai inside the batch array a (stride_amax(1, lda * n)).

tau

Array resulting after a call to geqrf_batch (USM Strided Version).

stride_tau

The stride between the beginnings of arrays taui inside the array tau (stride_taumax(1, min(m,n))).

batch_size

The number of problems in a batch (batch_size ≥ 0).

scratchpad

Scratchpad memory to be used by routine for storing intermediate results.

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 orgqr_batch_scratchpad_size (Strided Version).

events

List of events to wait for before starting computation. Defaults to empty list.

Output Parameters#

a

Array data is overwritten by a batch of n leading columns of the m-by-m orthogonal matrices Qi.

Exceptions#

Exception

Description

mkl::lapack::batch_exception

This exception is thrown when problems occur during calculations. You can obtain the info code of the problem using the info() method of the exception object:

If info = -n, the n-th parameter had an illegal value.

If info equals the value passed as scratchpad size, and detail() returns non-zero, then the passed scratchpad is of insufficient size, and the required size should be not less then value returned by the detail() method of the exception object.

Return Values#

Output event to wait on to ensure computation is complete.