// 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" "gonum.org/v1/gonum/floats" "gonum.org/v1/gonum/lapack" ) type Dlarfber interface { Dlarfter Dlarfb(side blas.Side, trans blas.Transpose, direct lapack.Direct, store lapack.StoreV, m, n, k int, v []float64, ldv int, t []float64, ldt int, c []float64, ldc int, work []float64, ldwork int) } func DlarfbTest(t *testing.T, impl Dlarfber) { rnd := rand.New(rand.NewSource(1)) for _, store := range []lapack.StoreV{lapack.ColumnWise, lapack.RowWise} { for _, direct := range []lapack.Direct{lapack.Forward, lapack.Backward} { for _, side := range []blas.Side{blas.Left, blas.Right} { for _, trans := range []blas.Transpose{blas.Trans, blas.NoTrans} { for cas, test := range []struct { ma, na, cdim, lda, ldt, ldc int }{ {6, 6, 6, 0, 0, 0}, {6, 8, 10, 0, 0, 0}, {6, 10, 8, 0, 0, 0}, {8, 6, 10, 0, 0, 0}, {8, 10, 6, 0, 0, 0}, {10, 6, 8, 0, 0, 0}, {10, 8, 6, 0, 0, 0}, {6, 6, 6, 12, 15, 30}, {6, 8, 10, 12, 15, 30}, {6, 10, 8, 12, 15, 30}, {8, 6, 10, 12, 15, 30}, {8, 10, 6, 12, 15, 30}, {10, 6, 8, 12, 15, 30}, {10, 8, 6, 12, 15, 30}, {6, 6, 6, 15, 12, 30}, {6, 8, 10, 15, 12, 30}, {6, 10, 8, 15, 12, 30}, {8, 6, 10, 15, 12, 30}, {8, 10, 6, 15, 12, 30}, {10, 6, 8, 15, 12, 30}, {10, 8, 6, 15, 12, 30}, } { // Generate a matrix for QR ma := test.ma na := test.na lda := test.lda if lda == 0 { lda = na } a := make([]float64, ma*lda) for i := 0; i < ma; i++ { for j := 0; j < lda; j++ { a[i*lda+j] = rnd.Float64() } } k := min(ma, na) // H is always ma x ma var m, n, rowsWork int switch { default: panic("not implemented") case side == blas.Left: m = test.ma n = test.cdim rowsWork = n case side == blas.Right: m = test.cdim n = test.ma rowsWork = m } // Use dgeqr2 to find the v vectors tau := make([]float64, na) work := make([]float64, na) impl.Dgeqr2(ma, k, a, lda, tau, work) // Correct the v vectors based on the direct and store vMatTmp := extractVMat(ma, na, a, lda, lapack.Forward, lapack.ColumnWise) vMat := constructVMat(vMatTmp, store, direct) v := vMat.Data ldv := vMat.Stride // Use dlarft to find the t vector ldt := test.ldt if ldt == 0 { ldt = k } tm := make([]float64, k*ldt) impl.Dlarft(direct, store, ma, k, v, ldv, tau, tm, ldt) // Generate c matrix ldc := test.ldc if ldc == 0 { ldc = n } c := make([]float64, m*ldc) for i := 0; i < m; i++ { for j := 0; j < ldc; j++ { c[i*ldc+j] = rnd.Float64() } } cCopy := make([]float64, len(c)) copy(cCopy, c) ldwork := k work = make([]float64, rowsWork*k) // Call Dlarfb with this information impl.Dlarfb(side, trans, direct, store, m, n, k, v, ldv, tm, ldt, c, ldc, work, ldwork) h := constructH(tau, vMat, store, direct) cMat := blas64.General{ Rows: m, Cols: n, Stride: ldc, Data: make([]float64, m*ldc), } copy(cMat.Data, cCopy) ans := blas64.General{ Rows: m, Cols: n, Stride: ldc, Data: make([]float64, m*ldc), } copy(ans.Data, cMat.Data) switch { default: panic("not implemented") case side == blas.Left && trans == blas.NoTrans: blas64.Gemm(blas.NoTrans, blas.NoTrans, 1, h, cMat, 0, ans) case side == blas.Left && trans == blas.Trans: blas64.Gemm(blas.Trans, blas.NoTrans, 1, h, cMat, 0, ans) case side == blas.Right && trans == blas.NoTrans: blas64.Gemm(blas.NoTrans, blas.NoTrans, 1, cMat, h, 0, ans) case side == blas.Right && trans == blas.Trans: blas64.Gemm(blas.NoTrans, blas.Trans, 1, cMat, h, 0, ans) } if !floats.EqualApprox(ans.Data, c, 1e-14) { t.Errorf("Cas %v mismatch. Want %v, got %v.", cas, ans.Data, c) } } } } } } }