Package software.amazon.awssdk.services.sagemaker.model

Class AutoMLJobCompletionCriteria

java.lang.Object

software.amazon.awssdk.services.sagemaker.model.AutoMLJobCompletionCriteria

All Implemented Interfaces:

Serializable, SdkPojo, ToCopyableBuilder<AutoMLJobCompletionCriteria.Builder,AutoMLJobCompletionCriteria>

@Generated("software.amazon.awssdk:codegen")
public final class AutoMLJobCompletionCriteria
extends Object
implements SdkPojo, Serializable, ToCopyableBuilder<AutoMLJobCompletionCriteria.Builder,AutoMLJobCompletionCriteria>

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

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static interface	AutoMLJobCompletionCriteria.Builder

Method Summary

Modifier and Type	Method	Description
static AutoMLJobCompletionCriteria.Builder	builder()
boolean	equals(Object obj)
boolean	equalsBySdkFields(Object obj)
<T> Optional<T>	getValueForField(String fieldName, Class<T> clazz)
int	hashCode()
Integer	maxAutoMLJobRuntimeInSeconds()	The maximum runtime, in seconds, an AutoML job has to complete.
Integer	maxCandidates()	The maximum number of times a training job is allowed to run.
Integer	maxRuntimePerTrainingJobInSeconds()	The maximum time, in seconds, that each training job executed inside hyperparameter tuning is allowed to run as part of a hyperparameter tuning job.
List<SdkField<?>>	sdkFields()
static Class<? extends AutoMLJobCompletionCriteria.Builder>	serializableBuilderClass()
AutoMLJobCompletionCriteria.Builder	toBuilder()
String	toString()	Returns a string representation of this object.

Methods inherited from class java.lang.Object

clone, finalize, getClass, notify, notifyAll, wait, wait, wait

Methods inherited from interface software.amazon.awssdk.utils.builder.ToCopyableBuilder

copy

Method Detail

maxCandidates

public final Integer maxCandidates()

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

For text and image classification, time-series forecasting, as well as text generation (LLMs fine-tuning) problem types, the supported value is 1. For tabular problem types, the maximum value is 750.

Returns:

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

For text and image classification, time-series forecasting, as well as text generation (LLMs fine-tuning) problem types, the supported value is 1. For tabular problem types, the maximum value is 750.

maxRuntimePerTrainingJobInSeconds

public final Integer maxRuntimePerTrainingJobInSeconds()

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

For job V2s (jobs created by calling CreateAutoMLJobV2), this field controls the runtime of the job candidate.

Returns:

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

For job V2s (jobs created by calling CreateAutoMLJobV2), this field controls the runtime of the job candidate.

maxAutoMLJobRuntimeInSeconds

public final Integer maxAutoMLJobRuntimeInSeconds()

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, are not completed.

Returns:

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, are not completed.

toBuilder

public AutoMLJobCompletionCriteria.Builder toBuilder()

Specified by:

toBuilder in interface ToCopyableBuilder<AutoMLJobCompletionCriteria.Builder,AutoMLJobCompletionCriteria>

builder

public static AutoMLJobCompletionCriteria.Builder builder()

serializableBuilderClass

public static Class<? extends AutoMLJobCompletionCriteria.Builder> serializableBuilderClass()

hashCode

public final int hashCode()

Overrides:

hashCode in class Object

equals

public final boolean equals(Object obj)

Overrides:

equals in class Object

equalsBySdkFields

public final boolean equalsBySdkFields(Object obj)

Specified by:

equalsBySdkFields in interface SdkPojo

toString

public final String toString()

Returns a string representation of this object. This is useful for testing and debugging. Sensitive data will be redacted from this string using a placeholder value.

Overrides:

toString in class Object

getValueForField

public final <T> Optional<T> getValueForField(String fieldName,
                                              Class<T> clazz)

sdkFields

public final List<SdkField<?>> sdkFields()

Specified by:

sdkFields in interface SdkPojo