com.amazonaws.services.sagemaker.model

Class HyperParameterTuningJobStrategyConfig

java.lang.Object

com.amazonaws.services.sagemaker.model.HyperParameterTuningJobStrategyConfig

All Implemented Interfaces:

StructuredPojo, Serializable, Cloneable

@Generated(value="com.amazonaws:aws-java-sdk-code-generator")
public class HyperParameterTuningJobStrategyConfig
extends Object
implements Serializable, Cloneable, StructuredPojo

The configuration for a training job launched by a hyperparameter tuning job. Choose Bayesian for Bayesian optimization, and Random for random search optimization. For more advanced use cases, use Hyperband, which evaluates objective metrics for training jobs after every epoch. For more information about strategies, see How Hyperparameter Tuning Works.

See Also:

AWS API Documentation, Serialized Form

Constructor Summary

Constructors

Constructor and Description
HyperParameterTuningJobStrategyConfig()

Method Summary

Modifier and Type	Method and Description
HyperParameterTuningJobStrategyConfig	clone()
boolean	equals(Object obj)
HyperbandStrategyConfig	getHyperbandStrategyConfig() The configuration for the object that specifies the Hyperband strategy.
int	hashCode()
void	marshall(ProtocolMarshaller protocolMarshaller) Marshalls this structured data using the given ProtocolMarshaller.
void	setHyperbandStrategyConfig(HyperbandStrategyConfig hyperbandStrategyConfig) The configuration for the object that specifies the Hyperband strategy.
String	toString() Returns a string representation of this object.
HyperParameterTuningJobStrategyConfig	withHyperbandStrategyConfig(HyperbandStrategyConfig hyperbandStrategyConfig) The configuration for the object that specifies the Hyperband strategy.

Methods inherited from class java.lang.Object

getClass, notify, notifyAll, wait, wait, wait

Constructor Detail

HyperParameterTuningJobStrategyConfig

public HyperParameterTuningJobStrategyConfig()

Method Detail

setHyperbandStrategyConfig

public void setHyperbandStrategyConfig(HyperbandStrategyConfig hyperbandStrategyConfig)

The configuration for the object that specifies the Hyperband strategy. This parameter is only supported for the Hyperband selection for Strategy within the HyperParameterTuningJobConfig API.

Parameters:

hyperbandStrategyConfig - The configuration for the object that specifies the Hyperband strategy. This parameter is only supported for the Hyperband selection for Strategy within the HyperParameterTuningJobConfig API.

getHyperbandStrategyConfig

public HyperbandStrategyConfig getHyperbandStrategyConfig()

The configuration for the object that specifies the Hyperband strategy. This parameter is only supported for the Hyperband selection for Strategy within the HyperParameterTuningJobConfig API.

Returns:

The configuration for the object that specifies the Hyperband strategy. This parameter is only supported for the Hyperband selection for Strategy within the HyperParameterTuningJobConfig API.

withHyperbandStrategyConfig

public HyperParameterTuningJobStrategyConfig withHyperbandStrategyConfig(HyperbandStrategyConfig hyperbandStrategyConfig)

The configuration for the object that specifies the Hyperband strategy. This parameter is only supported for the Hyperband selection for Strategy within the HyperParameterTuningJobConfig API.

Parameters:

hyperbandStrategyConfig - The configuration for the object that specifies the Hyperband strategy. This parameter is only supported for the Hyperband selection for Strategy within the HyperParameterTuningJobConfig API.

Returns:

Returns a reference to this object so that method calls can be chained together.

toString

public 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

Returns:

A string representation of this object.

See Also:

Object.toString()

equals

public boolean equals(Object obj)

Overrides:

equals in class Object

hashCode

public int hashCode()

Overrides:

hashCode in class Object

clone

public HyperParameterTuningJobStrategyConfig clone()

Overrides:

clone in class Object

marshall

public void marshall(ProtocolMarshaller protocolMarshaller)

Description copied from interface: StructuredPojo

Marshalls this structured data using the given ProtocolMarshaller.

Specified by:

marshall in interface StructuredPojo

Parameters:

protocolMarshaller - Implementation of ProtocolMarshaller used to marshall this object's data.