mirror of
https://github.com/gonum/gonum.git
synced 2025-10-24 15:43:07 +08:00
testlapack: rewrite test for Dorgql
The test was using LAPACK routines that are not exposed by LAPACKE and therefore the cgo implementation could not be tested.
This commit is contained in:
committed by
Vladimír Chalupecký
parent
3b93da042c
commit
77e56a422f
@@ -5,57 +5,118 @@
|
|||||||
package testlapack
|
package testlapack
|
||||||
|
|
||||||
import (
|
import (
|
||||||
|
"fmt"
|
||||||
"math/rand"
|
"math/rand"
|
||||||
"testing"
|
"testing"
|
||||||
|
|
||||||
"github.com/gonum/floats"
|
"github.com/gonum/blas"
|
||||||
|
"github.com/gonum/blas/blas64"
|
||||||
)
|
)
|
||||||
|
|
||||||
type Dorgqler interface {
|
type Dorgqler interface {
|
||||||
Dorgql(m, n, k int, a []float64, lda int, tau, work []float64, lwork int)
|
Dorgql(m, n, k int, a []float64, lda int, tau, work []float64, lwork int)
|
||||||
Dorg2ler
|
|
||||||
|
Dlarfger
|
||||||
}
|
}
|
||||||
|
|
||||||
func DorgqlTest(t *testing.T, impl Dorgqler) {
|
func DorgqlTest(t *testing.T, impl Dorgqler) {
|
||||||
|
const tol = 1e-14
|
||||||
|
|
||||||
|
type Dorg2ler interface {
|
||||||
|
Dorg2l(m, n, k int, a []float64, lda int, tau, work []float64)
|
||||||
|
}
|
||||||
|
dorg2ler, hasDorg2l := impl.(Dorg2ler)
|
||||||
|
|
||||||
rnd := rand.New(rand.NewSource(1))
|
rnd := rand.New(rand.NewSource(1))
|
||||||
for _, test := range []struct {
|
for _, m := range []int{0, 1, 2, 3, 4, 5, 7, 10, 15, 30, 50, 150} {
|
||||||
m, n, k, lda int
|
for _, extra := range []int{0, 11} {
|
||||||
}{
|
for _, wl := range []worklen{minimumWork, mediumWork, optimumWork} {
|
||||||
{5, 4, 3, 0},
|
n := rnd.Intn(m + 1)
|
||||||
{100, 100, 100, 0},
|
k := rnd.Intn(n + 1)
|
||||||
{200, 100, 50, 0},
|
if m == 0 || n == 0 {
|
||||||
{200, 200, 50, 0},
|
m = 0
|
||||||
} {
|
n = 0
|
||||||
m := test.m
|
k = 0
|
||||||
n := test.n
|
}
|
||||||
k := test.k
|
|
||||||
lda := test.lda
|
|
||||||
if lda == 0 {
|
|
||||||
lda = n
|
|
||||||
}
|
|
||||||
a := make([]float64, m*lda)
|
|
||||||
for i := range a {
|
|
||||||
a[i] = rnd.NormFloat64()
|
|
||||||
}
|
|
||||||
tau := nanSlice(min(m, n))
|
|
||||||
work := nanSlice(max(m, n))
|
|
||||||
|
|
||||||
impl.Dgeql2(m, n, a, lda, tau, work)
|
// Generate k elementary reflectors in the last
|
||||||
|
// k columns of A.
|
||||||
|
a := nanGeneral(m, n, n+extra)
|
||||||
|
tau := make([]float64, k)
|
||||||
|
for l := 0; l < k; l++ {
|
||||||
|
jj := m - k + l
|
||||||
|
v := randomSlice(jj, rnd)
|
||||||
|
_, tau[l] = impl.Dlarfg(len(v)+1, rnd.NormFloat64(), v, 1)
|
||||||
|
j := n - k + l
|
||||||
|
for i := 0; i < jj; i++ {
|
||||||
|
a.Data[i*a.Stride+j] = v[i]
|
||||||
|
}
|
||||||
|
}
|
||||||
|
aCopy := cloneGeneral(a)
|
||||||
|
|
||||||
aCopy := make([]float64, len(a))
|
// Compute the full matrix Q by forming the
|
||||||
copy(aCopy, a)
|
// Householder reflectors explicitly.
|
||||||
|
q := eye(m, m)
|
||||||
|
qCopy := eye(m, m)
|
||||||
|
for l := 0; l < k; l++ {
|
||||||
|
h := eye(m, m)
|
||||||
|
jj := m - k + l
|
||||||
|
j := n - k + l
|
||||||
|
v := blas64.Vector{1, make([]float64, m)}
|
||||||
|
for i := 0; i < jj; i++ {
|
||||||
|
v.Data[i] = a.Data[i*a.Stride+j]
|
||||||
|
}
|
||||||
|
v.Data[jj] = 1
|
||||||
|
blas64.Ger(-tau[l], v, v, h)
|
||||||
|
copy(qCopy.Data, q.Data)
|
||||||
|
blas64.Gemm(blas.NoTrans, blas.NoTrans, 1, h, qCopy, 0, q)
|
||||||
|
}
|
||||||
|
// View the last n columns of Q as 'want'.
|
||||||
|
want := blas64.General{
|
||||||
|
Rows: m,
|
||||||
|
Cols: n,
|
||||||
|
Stride: q.Stride,
|
||||||
|
Data: q.Data[m-n:],
|
||||||
|
}
|
||||||
|
|
||||||
impl.Dorg2l(m, n, k, a, lda, tau, work)
|
var lwork int
|
||||||
ans := make([]float64, len(a))
|
switch wl {
|
||||||
copy(ans, a)
|
case minimumWork:
|
||||||
|
lwork = max(1, n)
|
||||||
|
case mediumWork:
|
||||||
|
work := make([]float64, 1)
|
||||||
|
impl.Dorgql(m, n, k, nil, a.Stride, nil, work, -1)
|
||||||
|
lwork = (int(work[0]) + n) / 2
|
||||||
|
lwork = max(1, lwork)
|
||||||
|
case optimumWork:
|
||||||
|
work := make([]float64, 1)
|
||||||
|
impl.Dorgql(m, n, k, nil, a.Stride, nil, work, -1)
|
||||||
|
lwork = int(work[0])
|
||||||
|
}
|
||||||
|
work := make([]float64, lwork)
|
||||||
|
|
||||||
impl.Dorgql(m, n, k, a, lda, tau, work, -1)
|
// Compute the last n columns of Q by a call to
|
||||||
work = make([]float64, int(work[0]))
|
// Dorgql.
|
||||||
copy(a, aCopy)
|
impl.Dorgql(m, n, k, a.Data, a.Stride, tau, work, len(work))
|
||||||
impl.Dorgql(m, n, k, a, lda, tau, work, len(work))
|
|
||||||
|
|
||||||
if !floats.EqualApprox(a, ans, 1e-8) {
|
prefix := fmt.Sprintf("Case m=%v,n=%v,k=%v,wl=%v", m, n, k, wl)
|
||||||
t.Errorf("Answer mismatch. m = %v, n = %v, k = %v", m, n, k)
|
if !generalOutsideAllNaN(a) {
|
||||||
|
t.Errorf("%v: out-of-range write to A", prefix)
|
||||||
|
}
|
||||||
|
if !equalApproxGeneral(want, a, tol) {
|
||||||
|
t.Errorf("%v: unexpected Q", prefix)
|
||||||
|
}
|
||||||
|
|
||||||
|
// Compute the last n columns of Q by a call to
|
||||||
|
// Dorg2l and check that we get the same result.
|
||||||
|
if !hasDorg2l {
|
||||||
|
continue
|
||||||
|
}
|
||||||
|
dorg2ler.Dorg2l(m, n, k, aCopy.Data, aCopy.Stride, tau, work)
|
||||||
|
if !equalApproxGeneral(aCopy, a, tol) {
|
||||||
|
t.Errorf("%v: mismatch between Dorgql and Dorg2l", prefix)
|
||||||
|
}
|
||||||
|
}
|
||||||
}
|
}
|
||||||
}
|
}
|
||||||
}
|
}
|
||||||
|
|||||||
Reference in New Issue
Block a user