// 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 ( "fmt" "math/rand" "testing" "gonum.org/v1/gonum/blas" "gonum.org/v1/gonum/floats" ) type Dormqrer interface { Dorm2rer Dormqr(side blas.Side, trans blas.Transpose, m, n, k int, a []float64, lda int, tau, c []float64, ldc int, work []float64, lwork int) } func DormqrTest(t *testing.T, impl Dormqrer) { rnd := rand.New(rand.NewSource(1)) for _, side := range []blas.Side{blas.Left, blas.Right} { for _, trans := range []blas.Transpose{blas.NoTrans, blas.Trans} { for _, test := range []struct { common, adim, cdim, lda, ldc int }{ {6, 7, 8, 0, 0}, {6, 8, 7, 0, 0}, {7, 6, 8, 0, 0}, {7, 8, 6, 0, 0}, {8, 6, 7, 0, 0}, {8, 7, 6, 0, 0}, {100, 200, 300, 0, 0}, {100, 300, 200, 0, 0}, {200, 100, 300, 0, 0}, {200, 300, 100, 0, 0}, {300, 100, 200, 0, 0}, {300, 200, 100, 0, 0}, {100, 200, 300, 400, 500}, {100, 300, 200, 400, 500}, {200, 100, 300, 400, 500}, {200, 300, 100, 400, 500}, {300, 100, 200, 400, 500}, {300, 200, 100, 400, 500}, {100, 200, 300, 500, 400}, {100, 300, 200, 500, 400}, {200, 100, 300, 500, 400}, {200, 300, 100, 500, 400}, {300, 100, 200, 500, 400}, {300, 200, 100, 500, 400}, } { var ma, na, mc, nc int if side == blas.Left { ma = test.common na = test.adim mc = test.common nc = test.cdim } else { ma = test.common na = test.adim mc = test.cdim nc = test.common } // Generate a random matrix lda := test.lda if lda == 0 { lda = na } a := make([]float64, ma*lda) for i := range a { a[i] = rnd.Float64() } // Compute random C matrix ldc := test.ldc if ldc == 0 { ldc = nc } c := make([]float64, mc*ldc) for i := range c { c[i] = rnd.Float64() } // Compute QR k := min(ma, na) tau := make([]float64, k) work := make([]float64, 1) impl.Dgeqrf(ma, na, a, lda, tau, work, -1) work = make([]float64, int(work[0])) impl.Dgeqrf(ma, na, a, lda, tau, work, len(work)) cCopy := make([]float64, len(c)) copy(cCopy, c) ans := make([]float64, len(c)) copy(ans, cCopy) if side == blas.Left { work = make([]float64, nc) } else { work = make([]float64, mc) } impl.Dorm2r(side, trans, mc, nc, k, a, lda, tau, ans, ldc, work) // Make sure Dorm2r and Dormqr match with small work for i := range work { work[i] = rnd.Float64() } copy(c, cCopy) impl.Dormqr(side, trans, mc, nc, k, a, lda, tau, c, ldc, work, len(work)) if !floats.EqualApprox(c, ans, 1e-12) { t.Errorf("Dormqr and Dorm2r mismatch for small work") } // Try with the optimum amount of work copy(c, cCopy) impl.Dormqr(side, trans, mc, nc, k, nil, lda, nil, nil, ldc, work, -1) work = make([]float64, int(work[0])) for i := range work { work[i] = rnd.Float64() } impl.Dormqr(side, trans, mc, nc, k, a, lda, tau, c, ldc, work, len(work)) if !floats.EqualApprox(c, ans, 1e-12) { t.Errorf("Dormqr and Dorm2r mismatch for full work") fmt.Println("ccopy") for i := 0; i < mc; i++ { fmt.Println(cCopy[i*ldc : (i+1)*ldc]) } fmt.Println("ans =") for i := 0; i < mc; i++ { fmt.Println(ans[i*ldc : (i+1)*ldc]) } fmt.Println("c =") for i := 0; i < mc; i++ { fmt.Println(c[i*ldc : (i+1)*ldc]) } } // Try with amount of work that is less than // optimal but still long enough to use the // blocked code. copy(c, cCopy) if side == blas.Left { work = make([]float64, 3*nc) } else { work = make([]float64, 3*mc) } impl.Dormqr(side, trans, mc, nc, k, a, lda, tau, c, ldc, work, len(work)) if !floats.EqualApprox(c, ans, 1e-12) { t.Errorf("Dormqr and Dorm2r mismatch for medium work") } } } } }