AWS SDK for C++  1.9.175
AWS SDK for C++
Public Member Functions | List of all members
Aws::SageMaker::Model::AutoMLJobCompletionCriteria Class Reference

#include <AutoMLJobCompletionCriteria.h>

Public Member Functions

 AutoMLJobCompletionCriteria ()
 
 AutoMLJobCompletionCriteria (Aws::Utils::Json::JsonView jsonValue)
 
AutoMLJobCompletionCriteriaoperator= (Aws::Utils::Json::JsonView jsonValue)
 
Aws::Utils::Json::JsonValue Jsonize () const
 
int GetMaxCandidates () const
 
bool MaxCandidatesHasBeenSet () const
 
void SetMaxCandidates (int value)
 
AutoMLJobCompletionCriteriaWithMaxCandidates (int value)
 
int GetMaxRuntimePerTrainingJobInSeconds () const
 
bool MaxRuntimePerTrainingJobInSecondsHasBeenSet () const
 
void SetMaxRuntimePerTrainingJobInSeconds (int value)
 
AutoMLJobCompletionCriteriaWithMaxRuntimePerTrainingJobInSeconds (int value)
 
int GetMaxAutoMLJobRuntimeInSeconds () const
 
bool MaxAutoMLJobRuntimeInSecondsHasBeenSet () const
 
void SetMaxAutoMLJobRuntimeInSeconds (int value)
 
AutoMLJobCompletionCriteriaWithMaxAutoMLJobRuntimeInSeconds (int value)
 

Detailed Description

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

See Also:

AWS API Reference

Definition at line 30 of file AutoMLJobCompletionCriteria.h.

Constructor & Destructor Documentation

◆ AutoMLJobCompletionCriteria() [1/2]

Aws::SageMaker::Model::AutoMLJobCompletionCriteria::AutoMLJobCompletionCriteria ( )

◆ AutoMLJobCompletionCriteria() [2/2]

Aws::SageMaker::Model::AutoMLJobCompletionCriteria::AutoMLJobCompletionCriteria ( Aws::Utils::Json::JsonView  jsonValue)

Member Function Documentation

◆ GetMaxAutoMLJobRuntimeInSeconds()

int Aws::SageMaker::Model::AutoMLJobCompletionCriteria::GetMaxAutoMLJobRuntimeInSeconds ( ) const
inline

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.

Definition at line 97 of file AutoMLJobCompletionCriteria.h.

◆ GetMaxCandidates()

int Aws::SageMaker::Model::AutoMLJobCompletionCriteria::GetMaxCandidates ( ) const
inline

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

Definition at line 42 of file AutoMLJobCompletionCriteria.h.

◆ GetMaxRuntimePerTrainingJobInSeconds()

int Aws::SageMaker::Model::AutoMLJobCompletionCriteria::GetMaxRuntimePerTrainingJobInSeconds ( ) const
inline

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.

Definition at line 65 of file AutoMLJobCompletionCriteria.h.

◆ Jsonize()

Aws::Utils::Json::JsonValue Aws::SageMaker::Model::AutoMLJobCompletionCriteria::Jsonize ( ) const

◆ MaxAutoMLJobRuntimeInSecondsHasBeenSet()

bool Aws::SageMaker::Model::AutoMLJobCompletionCriteria::MaxAutoMLJobRuntimeInSecondsHasBeenSet ( ) const
inline

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.

Definition at line 107 of file AutoMLJobCompletionCriteria.h.

◆ MaxCandidatesHasBeenSet()

bool Aws::SageMaker::Model::AutoMLJobCompletionCriteria::MaxCandidatesHasBeenSet ( ) const
inline

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

Definition at line 47 of file AutoMLJobCompletionCriteria.h.

◆ MaxRuntimePerTrainingJobInSecondsHasBeenSet()

bool Aws::SageMaker::Model::AutoMLJobCompletionCriteria::MaxRuntimePerTrainingJobInSecondsHasBeenSet ( ) const
inline

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.

Definition at line 72 of file AutoMLJobCompletionCriteria.h.

◆ operator=()

AutoMLJobCompletionCriteria& Aws::SageMaker::Model::AutoMLJobCompletionCriteria::operator= ( Aws::Utils::Json::JsonView  jsonValue)

◆ SetMaxAutoMLJobRuntimeInSeconds()

void Aws::SageMaker::Model::AutoMLJobCompletionCriteria::SetMaxAutoMLJobRuntimeInSeconds ( int  value)
inline

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.

Definition at line 117 of file AutoMLJobCompletionCriteria.h.

◆ SetMaxCandidates()

void Aws::SageMaker::Model::AutoMLJobCompletionCriteria::SetMaxCandidates ( int  value)
inline

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

Definition at line 52 of file AutoMLJobCompletionCriteria.h.

◆ SetMaxRuntimePerTrainingJobInSeconds()

void Aws::SageMaker::Model::AutoMLJobCompletionCriteria::SetMaxRuntimePerTrainingJobInSeconds ( int  value)
inline

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.

Definition at line 79 of file AutoMLJobCompletionCriteria.h.

◆ WithMaxAutoMLJobRuntimeInSeconds()

AutoMLJobCompletionCriteria& Aws::SageMaker::Model::AutoMLJobCompletionCriteria::WithMaxAutoMLJobRuntimeInSeconds ( int  value)
inline

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.

Definition at line 127 of file AutoMLJobCompletionCriteria.h.

◆ WithMaxCandidates()

AutoMLJobCompletionCriteria& Aws::SageMaker::Model::AutoMLJobCompletionCriteria::WithMaxCandidates ( int  value)
inline

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

Definition at line 57 of file AutoMLJobCompletionCriteria.h.

◆ WithMaxRuntimePerTrainingJobInSeconds()

AutoMLJobCompletionCriteria& Aws::SageMaker::Model::AutoMLJobCompletionCriteria::WithMaxRuntimePerTrainingJobInSeconds ( int  value)
inline

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.

Definition at line 86 of file AutoMLJobCompletionCriteria.h.


The documentation for this class was generated from the following file: