Struct aws_sdk_sagemaker::model::AutoMlJobCompletionCriteria

#[non_exhaustive]
pub struct AutoMlJobCompletionCriteria {
    pub max_candidates: Option<i32>,
    pub max_runtime_per_training_job_in_seconds: Option<i32>,
    pub max_auto_ml_job_runtime_in_seconds: Option<i32>,
}

How long a job is allowed to run, or how many candidates a job is allowed to generate.

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.

max_candidates: Option<i32>

The maximum number of times a training job is allowed to run.

max_runtime_per_training_job_in_seconds: Option<i32>

The maximum time, in seconds, that each training job is allowed to run as part of a hyperparameter tuning job. For more information, see the used by the action.

max_auto_ml_job_runtime_in_seconds: Option<i32>

The maximum runtime, in seconds, an AutoML job has to complete.

If an AutoML job exceeds the maximum runtime, the job is stopped automatically and its processing is ended gracefully. The AutoML job identifies the best model whose training was completed and marks it as the best-performing model. Any unfinished steps of the job, such as automatic one-click Autopilot model deployment, will not be completed.

Implementations

impl AutoMlJobCompletionCriteria

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

The maximum number of times a training job is allowed to run.

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

The maximum time, in seconds, that each training job is allowed to run as part of a hyperparameter tuning job. For more information, see the used by the action.

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

The maximum runtime, in seconds, an AutoML job has to complete.

If an AutoML job exceeds the maximum runtime, the job is stopped automatically and its processing is ended gracefully. The AutoML job identifies the best model whose training was completed and marks it as the best-performing model. Any unfinished steps of the job, such as automatic one-click Autopilot model deployment, will not be completed.

impl AutoMlJobCompletionCriteria

pub fn builder() -> Builder

Creates a new builder-style object to manufacture AutoMlJobCompletionCriteria

Trait Implementations

impl Clone for AutoMlJobCompletionCriteria

fn clone(&self) -> AutoMlJobCompletionCriteria

Returns a copy of the value.

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

Performs copy-assignment from source.

impl Debug for AutoMlJobCompletionCriteria

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

Formats the value using the given formatter.

impl PartialEq<AutoMlJobCompletionCriteria> for AutoMlJobCompletionCriteria

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

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

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

This method tests for !=.

impl StructuralPartialEq for AutoMlJobCompletionCriteria