def cal_angle(position, hid_idx):
    return (position / np.power(10000, ((2 * (hid_idx // 2)) / d_hid)))
def cal_angle(position, hid_idx):
    return (position / np.power(10000, ((2 * (hid_idx // 2)) / d_hid)))