Open grananqvist opened 1 month ago
bisection in https://github.com/apple/pfl-research/blob/develop/pfl/privacy/privacy_accountant.py#L431 is currently slow. The UX running the CIFAR10 notebook interactively is bad. Looks like it gets stuck initializing PLDPrivacyAccountant , but it just takes ~30sec.
PLDPrivacyAccountant
Something like Brent’s method or golden section can be used to speed up initialization of moments accountants that must use bisection to find the right epsilon.
(120412225)
bisection in https://github.com/apple/pfl-research/blob/develop/pfl/privacy/privacy_accountant.py#L431 is currently slow. The UX running the CIFAR10 notebook interactively is bad. Looks like it gets stuck initializing
PLDPrivacyAccountant
, but it just takes ~30sec.Something like Brent’s method or golden section can be used to speed up initialization of moments accountants that must use bisection to find the right epsilon.
(120412225)