def test_29(self):
N = 16
M = 4
Nc = 3
Nd = 8
X = np.random.randn(N, N, Nc, 1, M)
S = np.random.randn(N, N, Nc)
W = np.random.randn(N, N)
L = 5e1
try:
opt = ccmod.ConvCnstrMODMask.Options({
'Verbose': False,
'MaxMainIter': 200,
'L': L,
'Backtrack': BacktrackRobust()
})
c = ccmod.ConvCnstrMODMask(X,
S,
W, (Nd, Nd, 1, M),
opt=opt,
dimK=0)
c.solve()
except Exception as e:
print(e)
assert 0
assert np.array(c.getitstat().Rsdl)[-1] < 5e-3
def test_22(self):
N = 16
K = 3
M = 4
Nd = 8
X = np.random.randn(N, N, 1, K, M)
S = np.random.randn(N, N, K)
W = np.random.randn(N, N, K)
try:
opt = ccmod.ConvCnstrMODMask.Options({
'Verbose': False,
'MaxMainIter': 20
})
c = ccmod.ConvCnstrMODMask(X, S, W, (Nd, Nd, 1, M), opt=opt)
c.solve()
except Exception as e:
print(e)
assert 0
def test_19(self):
N = 16
M = 4
Nd = 8
X = np.random.randn(N, N, 1, 1, M)
S = np.random.randn(N, N)
W = np.array([1.0])
try:
opt = ccmod.ConvCnstrMODMask.Options({
'Verbose': False,
'MaxMainIter': 20
})
c = ccmod.ConvCnstrMODMask(X,
S,
W, (Nd, Nd, 1, M),
opt=opt,
dimK=0)
c.solve()
except Exception as e:
print(e)
assert 0
