Struct aws_sdk_sagemaker::types::builders::TuningJobCompletionCriteriaBuilder

#[non_exhaustive]
pub struct TuningJobCompletionCriteriaBuilder { /* private fields */ }

A builder for TuningJobCompletionCriteria.

Implementations

impl TuningJobCompletionCriteriaBuilder

pub fn target_objective_metric_value(self, input: f32) -> Self

The value of the objective metric.

pub fn set_target_objective_metric_value(self, input: Option<f32>) -> Self

The value of the objective metric.

pub fn get_target_objective_metric_value(&self) -> &Option<f32>

The value of the objective metric.

pub fn best_objective_not_improving( self, input: BestObjectiveNotImproving ) -> Self

A flag to stop your hyperparameter tuning job if model performance fails to improve as evaluated against an objective function.

pub fn set_best_objective_not_improving( self, input: Option<BestObjectiveNotImproving> ) -> Self

A flag to stop your hyperparameter tuning job if model performance fails to improve as evaluated against an objective function.

pub fn get_best_objective_not_improving( &self ) -> &Option<BestObjectiveNotImproving>

A flag to stop your hyperparameter tuning job if model performance fails to improve as evaluated against an objective function.

pub fn convergence_detected(self, input: ConvergenceDetected) -> Self

A flag to top your hyperparameter tuning job if automatic model tuning (AMT) has detected that your model has converged as evaluated against your objective function.

pub fn set_convergence_detected( self, input: Option<ConvergenceDetected> ) -> Self

A flag to top your hyperparameter tuning job if automatic model tuning (AMT) has detected that your model has converged as evaluated against your objective function.

pub fn get_convergence_detected(&self) -> &Option<ConvergenceDetected>

A flag to top your hyperparameter tuning job if automatic model tuning (AMT) has detected that your model has converged as evaluated against your objective function.

pub fn build(self) -> TuningJobCompletionCriteria

Consumes the builder and constructs a TuningJobCompletionCriteria.

Trait Implementations

impl Clone for TuningJobCompletionCriteriaBuilder

fn clone(&self) -> TuningJobCompletionCriteriaBuilder

Returns a copy of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for TuningJobCompletionCriteriaBuilder

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl Default for TuningJobCompletionCriteriaBuilder

fn default() -> TuningJobCompletionCriteriaBuilder

Returns the “default value” for a type.

impl PartialEq for TuningJobCompletionCriteriaBuilder

fn eq(&self, other: &TuningJobCompletionCriteriaBuilder) -> bool

This method tests for self and other values to be equal, and is used by ==.

fn ne(&self, other: &Rhs) -> bool

This method tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

impl StructuralPartialEq for TuningJobCompletionCriteriaBuilder