def test_uniform(backend):
space = Space(backend=backend)
for discrete in [True, False]:
for log in [True, False]:
for q in [None, 0.01, 1]:
space.uniform(f'a_{discrete}_{log}_{q}', 1, 2,
discrete=discrete,
log=log,
quantization=q)
print(space.sample())
def test_forbid_and():
space = Space('ConfigSpace')
a = space.uniform('a', 1, 2, quantization=0.01)
a.forbid_equal(1)
a.forbid_in([1, 2])
print(space.sample())
from sspace import Space
space = Space()
space.uniform('lr', 0, 1)
space.ordinal('epoch', [1, 2, 3])
s1 = space.sample(seed=0)
s2 = space.sample(seed=1)
s1p = space.sample(seed=0)
print(s1)
print(s2)
print(s1p)
# [OrderedDict([('epoch', 1), ('optimizer', 'adam')])]
# [OrderedDict([('epoch', 2), ('optimizer', 'adam')])]
# [OrderedDict([('epoch', 1), ('optimizer', 'adam')])]