def test_calculate_gain_only_accepts_valid_nonlinearities(self):
for n in [2, 5, 25]:
# Generate random strings of lengths that definitely aren't supported
random_string = ''.join([random.choice(string.ascii_lowercase) for i in range(n)])
with self.assertRaises(ValueError):
init.calculate_gain(random_string)
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