pub struct HPOBudgetManager { /* private fields */ }Expand description
Privacy budget manager for hyperparameter optimization
Implementations§
Source§impl HPOBudgetManager
impl HPOBudgetManager
pub fn new( baseconfig: DifferentialPrivacyConfig, allocation_strategy: BudgetAllocationStrategy, num_evaluations: usize, ) -> Result<Self>
pub fn has_budget_remaining(&self) -> Result<bool>
pub fn get_evaluation_budget( &mut self, iteration: usize, ) -> Result<PrivacyBudget>
pub fn record_evaluation( &mut self, budgetused: &PrivacyBudget, score: f64, ) -> Result<()>
pub fn get_total_consumed_budget(&self) -> PrivacyBudget
Auto Trait Implementations§
impl Freeze for HPOBudgetManager
impl RefUnwindSafe for HPOBudgetManager
impl Send for HPOBudgetManager
impl Sync for HPOBudgetManager
impl Unpin for HPOBudgetManager
impl UnwindSafe for HPOBudgetManager
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