def test_pickle_with_flatten(affine):
Xs = [affine.ops.allocate((2, 3)), affine.ops.allocate((4, 3))]
model = with_flatten(affine)
pickled = pickle.dumps(model)
loaded = pickle.loads(pickled)
Ys = loaded(Xs)
assert len(Ys) == 2
assert Ys[0].shape == (Xs[0].shape[0], affine.nO)
assert Ys[1].shape == (Xs[1].shape[0], affine.nO)
def test_pickle_with_flatten(affine):
Xs = [affine.ops.allocate((2, 3)), affine.ops.allocate((4, 3))]
model = with_flatten(affine)
pickled = pickle.dumps(model)
loaded = pickle.loads(pickled)
Ys = loaded(Xs)
assert len(Ys) == 2
assert Ys[0].shape == (Xs[0].shape[0], affine.nO)
assert Ys[1].shape == (Xs[1].shape[0], affine.nO)
def test_pickle():
model = FeatureExtracter([100, 200])
bytes_data = pickle.dumps(model)
loaded = pickle.loads(bytes_data)
assert loaded.attrs == model.attrs