pub struct PerformanceMLOptimizer { /* private fields */ }Expand description
Performance ML optimizer using machine learning for performance optimization
Implementations§
Source§impl PerformanceMLOptimizer
impl PerformanceMLOptimizer
pub fn new(config: MLOptimizerConfig) -> Self
pub fn with_prediction_horizon(self, horizon: usize) -> Self
pub fn with_optimization_frequency(self, frequency: usize) -> Self
pub fn should_optimize(&self, step: usize) -> bool
pub fn optimize_performance( &mut self, current_metrics: &PerformanceMetrics, training_config: &mut DistributedConfig, ) -> Result<Vec<OptimizationResult>>
pub fn get_optimization_history(&self) -> &[OptimizationResult]
Auto Trait Implementations§
impl Freeze for PerformanceMLOptimizer
impl RefUnwindSafe for PerformanceMLOptimizer
impl Send for PerformanceMLOptimizer
impl Sync for PerformanceMLOptimizer
impl Unpin for PerformanceMLOptimizer
impl UnsafeUnpin for PerformanceMLOptimizer
impl UnwindSafe for PerformanceMLOptimizer
Blanket Implementations§
Source§impl<T> BorrowMut<T> for Twhere
T: ?Sized,
impl<T> BorrowMut<T> for Twhere
T: ?Sized,
Source§fn borrow_mut(&mut self) -> &mut T
fn borrow_mut(&mut self) -> &mut T
Mutably borrows from an owned value. Read more
impl<ST, DT> CastableFrom<ST, Initialized, Initialized> for DT
impl<ST, DT> CastableFrom<ST, Uninit, Uninit> for DT
Source§impl<T> Instrument for T
impl<T> Instrument for T
Source§fn instrument(self, span: Span) -> Instrumented<Self>
fn instrument(self, span: Span) -> Instrumented<Self>
Source§fn in_current_span(self) -> Instrumented<Self>
fn in_current_span(self) -> Instrumented<Self>
Source§impl<T> IntoEither for T
impl<T> IntoEither for T
Source§fn into_either(self, into_left: bool) -> Either<Self, Self>
fn into_either(self, into_left: bool) -> Either<Self, Self>
Converts
self into a Left variant of Either<Self, Self>
if into_left is true.
Converts self into a Right variant of Either<Self, Self>
otherwise. Read moreSource§fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
Converts
self into a Left variant of Either<Self, Self>
if into_left(&self) returns true.
Converts self into a Right variant of Either<Self, Self>
otherwise. Read more