def get_space():
space = HyperSpace()
with space.as_default():
filters = 64
in1 = Input(shape=(
28,
28,
1,
))
conv = conv_cell(hp_dict, 'normal', 0, 0, 'L', [in1, in1],
filters)
space.set_inputs([in1, in1])
space.set_outputs(conv)
return space
def func_space(func):
space = HyperSpace()
with space.as_default():
params = {
name: copy.copy(v)
for name, v in zip(func.__code__.co_varnames, func.__defaults__)
if isinstance(v, ParameterSpace)
}
for _, v in params.items():
v.attach_to_space(space, v.name)
input = HyperInput()
id1 = Identity(**params)(input)
space.set_outputs([id1])
return space