// Copyright ©2017 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 testlapack import ( "fmt" "math/rand/v2" "testing" "gonum.org/v1/gonum/blas" "gonum.org/v1/gonum/blas/blas64" "gonum.org/v1/gonum/lapack" ) type Dlaqpser interface { Dlapmter Dlaqps(m, n, offset, nb int, a []float64, lda int, jpvt []int, tau, vn1, vn2, auxv, f []float64, ldf int) (kb int) } func DlaqpsTest(t *testing.T, impl Dlaqpser) { const tol = 1e-14 rnd := rand.New(rand.NewPCG(1, 1)) for ti, test := range []struct { m, n, nb, offset int }{ {m: 4, n: 3, nb: 2, offset: 0}, {m: 4, n: 3, nb: 1, offset: 2}, {m: 3, n: 4, nb: 2, offset: 0}, {m: 3, n: 4, nb: 1, offset: 2}, {m: 8, n: 3, nb: 2, offset: 0}, {m: 8, n: 3, nb: 1, offset: 4}, {m: 3, n: 8, nb: 2, offset: 0}, {m: 3, n: 8, nb: 1, offset: 1}, {m: 10, n: 10, nb: 3, offset: 0}, {m: 10, n: 10, nb: 2, offset: 5}, } { m := test.m n := test.n jpiv := make([]int, n) for _, extra := range []int{0, 11} { a := randomGeneral(m, n, n+extra, rnd) aCopy := cloneGeneral(a) for j := range jpiv { jpiv[j] = j } tau := make([]float64, n) vn1 := columnNorms(m, n, a.Data, a.Stride) vn2 := columnNorms(m, n, a.Data, a.Stride) auxv := make([]float64, test.nb) f := zeros(test.n, test.nb, n) kb := impl.Dlaqps(m, n, test.offset, test.nb, a.Data, a.Stride, jpiv, tau, vn1, vn2, auxv, f.Data, f.Stride) prefix := fmt.Sprintf("Case %v (m=%v,n=%v,offset=%d,nb=%v,extra=%v)", ti, m, n, test.offset, test.nb, extra) if !generalOutsideAllNaN(a) { t.Errorf("%v: out-of-range write to A", prefix) } if kb != test.nb { t.Logf("%v: %v columns out of %v factorized", prefix, kb, test.nb) } mo := m - test.offset if mo == 0 { continue } q := constructQ("QR", mo, kb, a.Data[test.offset*a.Stride:], a.Stride, tau) // Check that Q is orthogonal. if resid := residualOrthogonal(q, false); resid > tol { t.Errorf("%v: Q is not orthogonal; resid=%v, want<=%v", prefix, resid, tol) } // Check that |A*P - Q*R| is small. impl.Dlapmt(true, aCopy.Rows, aCopy.Cols, aCopy.Data, aCopy.Stride, jpiv) qrap := blas64.General{ Rows: mo, Cols: kb, Stride: aCopy.Stride, Data: aCopy.Data[test.offset*aCopy.Stride:], } r := zeros(mo, kb, n) for i := 0; i < mo; i++ { for j := i; j < kb; j++ { r.Data[i*r.Stride+j] = a.Data[(test.offset+i)*a.Stride+j] } } blas64.Gemm(blas.NoTrans, blas.NoTrans, 1, q, r, -1, qrap) resid := dlange(lapack.MaxColumnSum, qrap.Rows, qrap.Cols, qrap.Data, qrap.Stride) if resid > tol { t.Errorf("%v: |Q*R - A*P|=%v, want<=%v", prefix, resid, tol) } } } }