def METHOD_NAME(self):
    x = np.arange(12).reshape((4, 3))
    y = np.arange(8).reshape((4, 2))
    ga = GaussianAugmentation()
    x_new, new_y = ga(x, y)
    self.assertTrue(x_new.shape[0] == new_y.shape[0] == 8)
    self.assertEqual(x_new.shape[1:], x.shape[1:])
    self.assertEqual(new_y.shape[1:], y.shape[1:])