def test_18(self):
Nr = 16
Nc = 17
Nd = 5
M = 4
D = cp.random.randn(Nd, Nd, M)
s = cp.random.randn(Nr, Nc)
lmbda = 1e-1
mu = 1e-2
try:
b = cbpdn.ConvBPDNGradReg(D, s, lmbda, mu)
b.solve()
except Exception as e:
print(e)
assert 0
def test_19(self):
N = 16
Nd = 5
K = 2
M = 4
D = cp.random.randn(Nd, Nd, M)
s = cp.random.randn(N, N, K)
dt = cp.float32
opt = cbpdn.ConvBPDNGradReg.Options(
{'Verbose': False, 'LinSolveCheck': True, 'MaxMainIter': 20,
'AutoRho': {'Enabled': True}, 'DataType': dt})
lmbda = 1e-1
mu = 1e-2
b = cbpdn.ConvBPDNGradReg(D, s, lmbda, mu, opt=opt)
b.solve()
assert b.X.dtype == dt
assert b.Y.dtype == dt
assert b.U.dtype == dt