def dfdz_PReLU(z, alpha):
    """Derivative of the parametric rectified linear unit function...
    Args:
        z (np.array)

    Returns:
        df(z)/dz = 1 if x > 0 else alpha (np.array)
    """
    return 1.0 * (z > 0) + alpha * (z <= 0)