Struct HyperParameterTuningJobCompletionDetails

#[non_exhaustive]
pub struct HyperParameterTuningJobCompletionDetails {
    pub number_of_training_jobs_objective_not_improving: Option<i32>,
    pub convergence_detected_time: Option<DateTime>,
}

A structure that contains runtime information about both current and completed hyperparameter tuning jobs.

Fields (Non-exhaustive)

Non-exhaustive structs could have additional fields added in future. Therefore, non-exhaustive structs cannot be constructed in external crates using the traditional Struct { .. } syntax; cannot be matched against without a wildcard ..; and struct update syntax will not work.

number_of_training_jobs_objective_not_improving: Option<i32>

The number of training jobs launched by a tuning job that are not improving (1% or less) as measured by model performance evaluated against an objective function.

convergence_detected_time: Option<DateTime>

The time in timestamp format that AMT detected model convergence, as defined by a lack of significant improvement over time based on criteria developed over a wide range of diverse benchmarking tests.

Implementations

impl HyperParameterTuningJobCompletionDetails

pub fn number_of_training_jobs_objective_not_improving(&self) -> Option<i32>

The number of training jobs launched by a tuning job that are not improving (1% or less) as measured by model performance evaluated against an objective function.

pub fn convergence_detected_time(&self) -> Option<&DateTime>

The time in timestamp format that AMT detected model convergence, as defined by a lack of significant improvement over time based on criteria developed over a wide range of diverse benchmarking tests.

impl HyperParameterTuningJobCompletionDetails

pub fn builder() -> HyperParameterTuningJobCompletionDetailsBuilder

Creates a new builder-style object to manufacture HyperParameterTuningJobCompletionDetails.

Trait Implementations

impl Clone for HyperParameterTuningJobCompletionDetails

fn clone(&self) -> HyperParameterTuningJobCompletionDetails

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for HyperParameterTuningJobCompletionDetails

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

Formats the value using the given formatter.

impl PartialEq for HyperParameterTuningJobCompletionDetails

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

Tests for self and other values to be equal, and is used by ==.

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

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

impl StructuralPartialEq for HyperParameterTuningJobCompletionDetails