def test_dbn_models_setter():
new_dbn = conv_dbn.ConvDBN()
try:
new_dbn.models = 'a'
except:
new_dbn.models = []
assert len(new_dbn.models) == 0
def test_dbn_filter_shape_setter():
new_dbn = conv_dbn.ConvDBN()
try:
new_dbn.filter_shape = 'a'
except:
new_dbn.filter_shape = (1, )
assert len(new_dbn.filter_shape) == 1
def test_dbn_visible_shape_setter():
new_dbn = conv_dbn.ConvDBN()
try:
new_dbn.visible_shape = 'a'
except:
new_dbn.visible_shape = (1, 1)
assert len(new_dbn.visible_shape) == 2
def test_dbn_n_filters_setter():
new_dbn = conv_dbn.ConvDBN()
try:
new_dbn.n_filters = 'a'
except:
new_dbn.n_filters = (1, )
assert len(new_dbn.n_filters) == 1
def test_dbn_lr_setter():
new_dbn = conv_dbn.ConvDBN()
try:
new_dbn.lr = 'a'
except:
new_dbn.lr = (0.1, )
assert len(new_dbn.lr) == 1
try:
new_dbn.lr = (0.1, 0.1)
except:
new_dbn.lr = (0.1, )
assert len(new_dbn.lr) == 1
def test_dbn_steps_setter():
new_dbn = conv_dbn.ConvDBN()
try:
new_dbn.steps = 'a'
except:
new_dbn.steps = (1, )
assert len(new_dbn.steps) == 1
try:
new_dbn.steps = (1, 1)
except:
new_dbn.steps = (1, )
assert len(new_dbn.steps) == 1
def test_dbn_momentum_setter():
new_dbn = conv_dbn.ConvDBN()
try:
new_dbn.momentum = 'a'
except:
new_dbn.momentum = (0, )
assert len(new_dbn.momentum) == 1
try:
new_dbn.momentum = (0, 0)
except:
new_dbn.momentum = (0, )
assert len(new_dbn.momentum) == 1
def test_dbn_decay_setter():
new_dbn = conv_dbn.ConvDBN()
try:
new_dbn.decay = 'a'
except:
new_dbn.decay = (0, )
assert len(new_dbn.decay) == 1
try:
new_dbn.decay = (0, 0)
except:
new_dbn.decay = (0, )
assert len(new_dbn.decay) == 1
def test_dbn_n_layers_setter():
new_dbn = conv_dbn.ConvDBN()
try:
new_dbn.n_layers = 0
except:
new_dbn.n_layers = 1
assert new_dbn.n_layers == 1
try:
new_dbn.n_layers = 'a'
except:
new_dbn.n_layers = 1
assert new_dbn.n_layers == 1
def test_dbn_n_channels_setter():
new_dbn = conv_dbn.ConvDBN()
try:
new_dbn.n_channels = 0
except:
new_dbn.n_channels = 1
assert new_dbn.n_channels == 1
try:
new_dbn.n_channels = "a"
except:
new_dbn.n_channels = 1
assert new_dbn.n_channels == 1
def test_dbn_models_setter():
new_dbn = conv_dbn.ConvDBN()
new_dbn.models = []
assert len(new_dbn.models) == 0
def test_dbn_n_layers():
new_dbn = conv_dbn.ConvDBN()
assert new_dbn.n_layers == 1
def test_dbn_visible_shape():
new_dbn = conv_dbn.ConvDBN()
assert len(new_dbn.visible_shape) == 2
def test_dbn_n_channels():
new_dbn = conv_dbn.ConvDBN()
assert new_dbn.n_channels == 1
def test_dbn_steps():
new_dbn = conv_dbn.ConvDBN()
assert len(new_dbn.steps) == 1
def test_dbn_n_filters():
new_dbn = conv_dbn.ConvDBN()
assert len(new_dbn.n_filters) == 1
def test_dbn_lr():
new_dbn = conv_dbn.ConvDBN()
assert len(new_dbn.lr) == 1
def test_dbn_filter_shape():
new_dbn = conv_dbn.ConvDBN()
assert len(new_dbn.filter_shape) == 1
def test_dbn_momentum():
new_dbn = conv_dbn.ConvDBN()
assert len(new_dbn.momentum) == 1
def test_dbn_models():
new_dbn = conv_dbn.ConvDBN()
assert len(new_dbn.models) == 1
def test_dbn_decay():
new_dbn = conv_dbn.ConvDBN()
assert len(new_dbn.decay) == 1
