/
dgerq2.go
108 lines (99 loc) · 2.08 KB
/
dgerq2.go
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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 testlapack
import (
"testing"
"golang.org/x/exp/rand"
"gonum.org/v1/gonum/blas"
"gonum.org/v1/gonum/blas/blas64"
)
type Dgerq2er interface {
Dgerq2(m, n int, a []float64, lda int, tau []float64, work []float64)
}
func Dgerq2Test(t *testing.T, impl Dgerq2er) {
rnd := rand.New(rand.NewSource(1))
for c, test := range []struct {
m, n, lda int
}{
{1, 1, 0},
{2, 2, 0},
{3, 2, 0},
{2, 3, 0},
{1, 12, 0},
{2, 6, 0},
{3, 4, 0},
{4, 3, 0},
{6, 2, 0},
{12, 1, 0},
{1, 1, 20},
{2, 2, 20},
{3, 2, 20},
{2, 3, 20},
{1, 12, 20},
{2, 6, 20},
{3, 4, 20},
{4, 3, 20},
{6, 2, 20},
{12, 1, 20},
} {
n := test.n
m := test.m
lda := test.lda
if lda == 0 {
lda = test.n
}
a := make([]float64, m*lda)
for i := range a {
a[i] = rnd.Float64()
}
aCopy := make([]float64, len(a))
k := min(m, n)
tau := make([]float64, k)
for i := range tau {
tau[i] = rnd.Float64()
}
work := make([]float64, m)
for i := range work {
work[i] = rnd.Float64()
}
copy(aCopy, a)
impl.Dgerq2(m, n, a, lda, tau, work)
// Test that the RQ factorization has completed successfully. Compute
// Q based on the vectors.
q := constructQ("RQ", m, n, a, lda, tau)
// Check that Q is orthogonal.
if !isOrthogonal(q) {
t.Errorf("Case %v, Q not orthogonal", c)
}
// Check that A = R * Q
r := blas64.General{
Rows: m,
Cols: n,
Stride: n,
Data: make([]float64, m*n),
}
for i := 0; i < m; i++ {
off := m - n
for j := max(0, i-off); j < n; j++ {
r.Data[i*r.Stride+j] = a[i*lda+j]
}
}
got := blas64.General{
Rows: m,
Cols: n,
Stride: lda,
Data: make([]float64, m*lda),
}
blas64.Gemm(blas.NoTrans, blas.NoTrans, 1, r, q, 0, got)
want := blas64.General{
Rows: m,
Cols: n,
Stride: lda,
Data: aCopy,
}
if !equalApproxGeneral(got, want, 1e-14) {
t.Errorf("Case %d, R*Q != a\ngot: %+v\nwant:%+v", c, got, want)
}
}
}