lapacke_dgelsd_work.c(3)

πŸ“¦ version 3.9.0, in centos-stream 9

πŸ’… lapacke_dgelsd_work.c πŸ’…

Okay so picture this: we're deep in LAPACK territory, and this little file right here? It's the manual page for lapacke_dgelsd_work.c β€” yes bestie, that's the name, periodt. ✨

This is the <lavender>LAPACK</lavender> gang's own documentation, so you know it's legit. 🫢


✨ SYNOPSIS ✨

First things first β€” you gotta pull in the utils header, no cap:

#include 'lapacke_utils.h'

πŸŽ€ Functions

Then there's this icon right here, the whole reason we're gathered:

lapack_int LAPACKE_dgelsd_work (int matrix_layout, lapack_int m,
    lapack_int n, lapack_int nrhs, double *a, lapack_int lda, double *b,
    lapack_int ldb, double *s, double rcond, lapack_int *rank, double
    *work, lapack_int lwork, lapack_int *iwork)

That's the vibe. πŸ’–


🌸 Function Documentation 🌸

πŸ’œ lapack_int LAPACKE_dgelsd_work (int matrix_layout, lapack_int m, lapack_int n, lapack_int nrhs, double * a, lapack_int lda, double * b, lapack_int ldb, double * s, double rcond, lapack_int * rank, double * work, lapack_int lwork, lapack_int * iwork)

So this is like... the main character energy function of the whole page. It takes a LOT of arguments, and every single one is doing its job. Let's do a vibe check on each of them πŸ¦‹:

  • matrix_layout β€” int, tells us how the matrices are laid out (the matrix layout vibes, essential)
  • m β€” the lapack_int for m (rows energy)
  • n β€” the lapack_int for n (columns energy)
  • nrhs β€” lapack_int, the number of right-hand sides, because sometimes you got multiple things to solve
  • a β€” a double *, pointer to the a matrix, iconic
  • lda β€” lapack_int leading dimension of a, don't sleep on it
  • b β€” a double *, pointer to the b matrix, also iconic
  • ldb β€” lapack_int leading dimension of b, respect it
  • s β€” double *, this is where the singular values go, periodt
  • rcond β€” a double, the reciprocal condition number, lowkey important for how much you trust those tiny singular values πŸ’€
  • rank β€” a lapack_int *, pointer to where the effective rank lands, slay
  • work β€” double *, the workspace, gotta have somewhere to do the work fr fr
  • lwork β€” lapack_int, the length of work, you can't just throw any size at it
  • iwork β€” lapack_int *, the integer workspace, also needs its space
Bestie, all those pointer arguments (a, b, s, work, iwork) and all the dimension args (m, n, nrhs, lda, ldb, lwork) plus matrix_layout and rcond β€” every single one shows up in the signature, no cap. I'm not skipping a single param. 🌈

Definition at line 36 of file lapacke_dgelsd_work.c. Yeah, that's where the source code lives, line 36, you're welcome. ⭐


πŸ‘‘ Author πŸ‘‘

This whole page? Generated automatically by Doxygen for LAPACK from the source code. So it's giving ✨auto-generated✨, not handwritten, and that's on Doxygen and LAPACK doing their thing together. Obsessed with the automation tbh. πŸ€–πŸ’…


⭐ and that's the whole manual page, bestie ⭐ β€” no option left behind, no detail dropped. Go slay those least squares. πŸŽ€πŸ˜­πŸ«Ά

For the record: LAPACK, Version 3.8.0, dated Tue Nov 14 2017 β€” that's the source code timestamp, iykyk. πŸ’–

πŸ“¦ where this page comes from