vsip_dqrd_p - Perform QR Decomposition

Core

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6.5.4 vsip_dqrd_p - Perform QR Decomposition

int vsip_qrd_f(vsip_qr_f *qrd, const vsip_mview_f *a); 
int vsip_cqrd_f(vsip_cqr_f *qrd, const vsip_cmview_f *a);

Description

This function performs the QR decomposition of matrix $A$ using the provided QR decomposition object. The QR decomposition expresses matrix $A$ as the product of an orthogonal matrix $Q$ and an upper triangular matrix $R$ , such that $A = QR$ .

Parameters

vsip_dqr_p* qrd: Pointer to the QR decomposition object created with vsip_dqrd_create_p .
const vsip_dmview_p* a: Pointer to the input matrix to be decomposed. The matrix must have dimensions matching those specified when the QR object was created. May be overwritten by the decomposition.

Return Value

Returns 0 on success.
Returns a non-zero value on error (e.g., if the matrix dimensions don’t match the QR object).

Notes

The input matrix $A$ must have dimensions $m ×n$ that match those specified when the QR object was created.
The decomposition overwrites the contents of the QR object with the new decomposition.
The QR object can be reused for multiple decompositions by calling this function multiple times with different input matrices (as long as they have the same dimensions).

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