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tf_privacy.compute_rdp

Computes RDP of the Sampled Gaussian Mechanism.

tf_privacy.compute_rdp(
    q, noise_multiplier, steps, orders
)

Args
`q`	The sampling rate.
`noise_multiplier`	The ratio of the standard deviation of the Gaussian noise to the l2-sensitivity of the function to which it is added.
`steps`	The number of steps.
`orders`	An array (or a scalar) of RDP orders.

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

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Last updated 2022-02-25 UTC.

Args