// test: ||C - Q*Q.T*C||_1 ~= 0;
// multipling from left requires: m(C) == n(A) [n(Q)]
func TestLQMultLeft(t *testing.T) {
M := 771
N := 813
nb := 16
conf := gomas.NewConf()
A := cmat.NewMatrix(M, N)
src := cmat.NewFloatNormSource()
A.SetFrom(src)
// C0 := A
C0 := cmat.NewCopy(A)
C1t := cmat.NewMatrix(N, M)
blasd.Transpose(C1t, C0)
C2t := cmat.NewCopy(C1t)
tau := cmat.NewMatrix(M, 1)
W := cmat.NewMatrix(M+N, 1)
conf.LB = 0
lapackd.LQFactor(A, tau, W, conf)
// A0 := Q.T*A0
conf.LB = 0
lapackd.LQMult(C2t, A, tau, W, gomas.LEFT, conf)
lapackd.LQMult(C2t, A, tau, W, gomas.LEFT|gomas.TRANS, conf)
// A0 := Q.T*A0
conf.LB = nb
W1 := lapackd.Workspace(lapackd.LQMultWork(C1t, gomas.LEFT, conf))
lapackd.LQMult(C1t, A, tau, W1, gomas.LEFT, conf)
lapackd.LQMult(C1t, A, tau, W1, gomas.LEFT|gomas.TRANS, conf)
blasd.Plus(C0, C1t, 1.0, -1.0, gomas.TRANSB)
nrm := lapackd.NormP(C0, lapackd.NORM_ONE)
t.Logf("M=%d, N=%d, ||C - Q*Q*T*C||_1: %e\n", M, N, nrm)
blasd.Plus(C1t, C2t, 1.0, -1.0, gomas.NONE)
nrm = lapackd.NormP(C1t, lapackd.NORM_ONE)
t.Logf("M=%d, N=%d, ||unblk(Q*Q.T*C) - blk(Q*Q*T*C)||_1: %e\n", M, N, nrm)
}
// test: ||A - A*Q*Q.T||_1 ~= 0
func TestLQMultRight(t *testing.T) {
M := 511
N := 627
nb := 24
conf := gomas.NewConf()
A := cmat.NewMatrix(M, N)
src := cmat.NewFloatNormSource()
A.SetFrom(src)
tau := cmat.NewMatrix(M, 1)
W := cmat.NewMatrix(M+N, 1)
A0 := cmat.NewCopy(A)
A1 := cmat.NewCopy(A)
A2 := cmat.NewCopy(A)
conf.LB = 0
lapackd.LQFactor(A, tau, W, conf)
// unblocked A1 := A1*Q*Q.T
conf.LB = 0
lapackd.LQMult(A1, A, tau, W, gomas.RIGHT, conf)
lapackd.LQMult(A1, A, tau, W, gomas.RIGHT|gomas.TRANS, conf)
// blocked A2 := A2*Q*Q.T
conf.LB = nb
W = lapackd.Workspace(lapackd.LQMultWork(A2, gomas.RIGHT, conf))
lapackd.LQMult(A2, A, tau, W, gomas.RIGHT, conf)
lapackd.LQMult(A2, A, tau, W, gomas.RIGHT|gomas.TRANS, conf)
// A1 - A0 == 0
blasd.Plus(A1, A0, 1.0, -1.0, gomas.NONE)
nrm := lapackd.NormP(A1, lapackd.NORM_ONE)
t.Logf("M=%d, N=%d, unblk.||A - A*Q*Q.T||_1: %e\n", M, N, nrm)
// A2 - A0 == 0
blasd.Plus(A2, A0, 1.0, -1.0, gomas.NONE)
nrm = lapackd.NormP(A2, lapackd.NORM_ONE)
t.Logf("M=%d, N=%d, nb=%d blk.||A - A*Q*Q.T||_1: %e\n", M, N, nb, nrm)
}