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add comment in NoiseAdaGaussianRandom.

tags/v0.6.0-beta
zhenghuanhuan 5 years ago
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      mindarmour/diff_privacy/mechanisms/mechanisms.py

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mindarmour/diff_privacy/mechanisms/mechanisms.py View File

@@ -225,6 +225,8 @@ class NoiseAdaGaussianRandom(NoiseGaussianRandom):
""" """
Adaptive Gaussian noise generated mechanism. Noise would be decayed with Adaptive Gaussian noise generated mechanism. Noise would be decayed with
training. Decay mode could be 'Time' mode, 'Step' mode, 'Exp' mode. training. Decay mode could be 'Time' mode, 'Step' mode, 'Exp' mode.
`self._noise_multiplier` will be update during the model.train, using
_MechanismsParamsUpdater.


Args: Args:
norm_bound(float): Clipping bound for the l2 norm of the gradients. norm_bound(float): Clipping bound for the l2 norm of the gradients.


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