geqrf¶

Computes the QR factorization of a general \(m \times n\) matrix.

Description

geqrf supports the following precisions:

T
`float`
`double`
`std::complex<float>`
`std::complex<double>`

The routine forms the QR factorization of a general \(m \times n\) matrix \(A\). No pivoting is performed.

The routine does not form the matrix \(Q\) explicitly. Instead, \(Q\) is represented as a product of \(\min(m, n)\) elementary reflectors. Routines are provided to work with \(Q\) in this representation.

geqrf (Buffer Version)¶

Syntax

namespace oneapi::mkl::lapack {
  void geqrf(cl::sycl::queue &queue, std::int64_t m, std::int64_t n, 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.
m: The number of rows in the matrix \(A\) (\(0 \le m\)).
n: The number of columns in \(A\) (\(0 \le n\)).
a: Buffer holding input matrix \(A\). Must have size at least \(\text{lda} \cdot n\).
lda: The leading dimension of \(A\); at least \(\max(1, m)\).
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 geqrf_scratchpad_size function.

Output Parameters

a

Output buffer, overwritten by the factorization data as follows:

The elements on and above the diagonal of the array contain the \(\min(m,n) \times n\) upper trapezoidal matrix \(R\) (\(R\) is upper triangular if \(m \ge n\)); the elements below the diagonal, with the array tau, represent the orthogonal matrix \(Q\) as a product of \(\min(m,n)\) elementary reflectors.

tau

Output buffer, size at least \(\max(1, \min(m, n))\). Contains scalars that define elementary reflectors for the matrix \(Q\) in its decomposition in a product of elementary reflectors.

scratchpad

Buffer holding scratchpad memory to be used by routine for storing intermediate results.

Throws

This routine shall throw the following exceptions if the associated condition is detected. An implementation may throw additional implementation-specific exception(s) in case of error conditions not covered here.

oneapi::mkl::host_bad_alloc

oneapi::mkl::device_bad_alloc

oneapi::mkl::unimplemented

oneapi::mkl::unsupported_device

oneapi::mkl::lapack::invalid_argument

oneapi::mkl::lapack::computation_error

Exception is thrown in case of problems during calculations. The info code of the problem can be obtained by info() method of exception object:

If info=-i, the \(i\)-th parameter had an illegal value.

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

geqrf (USM Version)¶