def RandomStandardNormal(shape, dtype, seed):
    """
    Standard (mu=0, sigma=1) gaussian op.
    """
    if seed:
        np.random.seed(seed)
    return np.random.normal(size=reduce(mul, shape)).reshape(shape).astype(dtype_map[dtype]),
Standard (mu=0, sigma=1) gaussian op.