Generates the real orthogonal matrices Qi of the batch QR factorizations formed by geqrf_batch (Buffer Strided Version). This routine belongs to the mkl::lapack namespace.
void orgqr_batch(cl::sycl::queue &queue, std::int64_t m, std::int64_t n, std::int64_t k, cl::sycl::buffer<T> &a, std::int64_t lda, std::int64_t stride_a, cl::sycl::buffer<T> &tau, std::int64_t stride_tau, std::int64_t batch_size, cl::sycl::buffer<T> &scratchpad, std::int64_t scratchpad_size)
Function supports the following precisions and devices.
T | Devices supported |
---|---|
float | Host, CPU, and GPU |
double | Host, CPU, and GPU |
The routine generates the wholes or parts of the orthogonal matrices Q1 of the batch of QR factorizations formed by the routine geqrf_batch (Buffer Strided Version). Usually, Q1 is determined from the QR factorization of an m-by-p matrix A1 with m ≥p.
To compute the whole matrices Q1, use:
orgqr_batch(queue, m, m, p, a, ...)
To compute the leading p columns of Q1 (which form an orthonormal basis in the space spanned by the columns of A1):
orgqr_batch(queue, m, p, p, a, ...)
To compute the matrices Q1k of the QR factorizations of leading k columns of the matrices A1:
orgqr_batch(queue, m, m, k, a, ...)
To compute the leading k columns of Q1k (which form an orthonormal basis in the space spanned by leading k columns of the matrices A1):
orgqr_batch(queue, m, k, k, a, ...)
Device queue where calculations will be performed.
The number of rows in the matrices Ai (0 ≤ m).
The number of columns in the matrices Ai (0 ≤ n).
the number of elementary reflectors whose product defines the matrices Qi (0 ≤ k ≤ n) .
Array resulting after a call to geqrf_batch (Buffer Strided Version).
The leading dimension of Ai (lda ≤ m).
The stride between the beginnings of matrices Ai inside the batch array a.
Array resulting after a call to geqrf_batch (Buffer Strided Version).
The stride between the beginnings of arrays taui inside the array tau.
Specifies the number of problems in a batch.
Scratchpad memory to be used by routine for storing intermediate results.
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).
Array data is overwritten by a batch of n leading columns of the m-by-m orthogonal matrices Qi.
Exceptions
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. |