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// Copyright ©2015 The Gonum Authors. All rights reserved.
// Use of this source code is governed by a BSD-style
// license that can be found in the LICENSE file.
package gonum
import (
"gonum.org/v1/gonum/blas"
"gonum.org/v1/gonum/blas/blas64"
)
// Dgetrf computes the LU decomposition of the m×n matrix A.
// The LU decomposition is a factorization of A into
// A = P * L * U
// where P is a permutation matrix, L is a unit lower triangular matrix, and
// U is a (usually) non-unit upper triangular matrix. On exit, L and U are stored
// in place into a.
//
// ipiv is a permutation vector. It indicates that row i of the matrix was
// changed with ipiv[i]. ipiv must have length at least min(m,n), and will panic
// otherwise. ipiv is zero-indexed.
//
// Dgetrf is the blocked version of the algorithm.
//
// Dgetrf returns whether the matrix A is singular. The LU decomposition will
// be computed regardless of the singularity of A, but division by zero
// will occur if the false is returned and the result is used to solve a
// system of equations.
func (impl Implementation) Dgetrf(m, n int, a []float64, lda int, ipiv []int) (ok bool) {
mn := min(m, n)
switch {
case m < 0:
panic(mLT0)
case n < 0:
panic(nLT0)
case lda < max(1, n):
panic(badLdA)
}
// Quick return if possible.
if mn == 0 {
return true
}
switch {
case len(a) < (m-1)*lda+n:
panic(shortA)
case len(ipiv) != mn:
panic(badLenIpiv)
}
bi := blas64.Implementation()
nb := impl.Ilaenv(1, "DGETRF", " ", m, n, -1, -1)
if nb <= 1 || mn <= nb {
// Use the unblocked algorithm.
return impl.Dgetf2(m, n, a, lda, ipiv)
}
ok = true
for j := 0; j < mn; j += nb {
jb := min(mn-j, nb)
blockOk := impl.Dgetf2(m-j, jb, a[j*lda+j:], lda, ipiv[j:j+jb])
if !blockOk {
ok = false
}
for i := j; i <= min(m-1, j+jb-1); i++ {
ipiv[i] = j + ipiv[i]
}
impl.Dlaswp(j, a, lda, j, j+jb-1, ipiv[:j+jb], 1)
if j+jb < n {
impl.Dlaswp(n-j-jb, a[j+jb:], lda, j, j+jb-1, ipiv[:j+jb], 1)
bi.Dtrsm(blas.Left, blas.Lower, blas.NoTrans, blas.Unit,
jb, n-j-jb, 1,
a[j*lda+j:], lda,
a[j*lda+j+jb:], lda)
if j+jb < m {
bi.Dgemm(blas.NoTrans, blas.NoTrans, m-j-jb, n-j-jb, jb, -1,
a[(j+jb)*lda+j:], lda,
a[j*lda+j+jb:], lda,
1, a[(j+jb)*lda+j+jb:], lda)
}
}
}
return ok
}