tf_privacy.compute_heterogeneous_rdp

Computes RDP of Heteregoneous Applications of Sampled Gaussian Mechanisms.

sampling_probabilities A list containing the sampling rates.
noise_multipliers A list containing the noise multipliers: the ratio of the standard deviation of the Gaussian noise to the l2-sensitivity of the function to which it is added.
steps_list A list containing the number of steps at each sampling_probability and noise_multiplier.
orders An array (or a scalar) of RDP orders.

The RDPs at all orders. Can be np.inf.