com.amazonaws.services.sagemaker.model

Class AutoParameter

java.lang.Object

com.amazonaws.services.sagemaker.model.AutoParameter

All Implemented Interfaces:

StructuredPojo, Serializable, Cloneable

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

The name and an example value of the hyperparameter that you want to use in Autotune. If Automatic model tuning (AMT) determines that your hyperparameter is eligible for Autotune, an optimal hyperparameter range is selected for you.

See Also:

AWS API Documentation, Serialized Form

Constructor Summary

Constructors

Constructor and Description
AutoParameter()

Method Summary

Modifier and Type	Method and Description
AutoParameter	clone()
boolean	equals(Object obj)
String	getName() The name of the hyperparameter to optimize using Autotune.
String	getValueHint() An example value of the hyperparameter to optimize using Autotune.
int	hashCode()
void	marshall(ProtocolMarshaller protocolMarshaller) Marshalls this structured data using the given ProtocolMarshaller.
void	setName(String name) The name of the hyperparameter to optimize using Autotune.
void	setValueHint(String valueHint) An example value of the hyperparameter to optimize using Autotune.
String	toString() Returns a string representation of this object.
AutoParameter	withName(String name) The name of the hyperparameter to optimize using Autotune.
AutoParameter	withValueHint(String valueHint) An example value of the hyperparameter to optimize using Autotune.

Methods inherited from class java.lang.Object

getClass, notify, notifyAll, wait, wait, wait

Constructor Detail

AutoParameter

public AutoParameter()

Method Detail

setName

public void setName(String name)

The name of the hyperparameter to optimize using Autotune.

Parameters:

name - The name of the hyperparameter to optimize using Autotune.

getName

public String getName()

The name of the hyperparameter to optimize using Autotune.

Returns:

The name of the hyperparameter to optimize using Autotune.

withName

public AutoParameter withName(String name)

The name of the hyperparameter to optimize using Autotune.

Parameters:

name - The name of the hyperparameter to optimize using Autotune.

Returns:

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

setValueHint

public void setValueHint(String valueHint)

An example value of the hyperparameter to optimize using Autotune.

Parameters:

valueHint - An example value of the hyperparameter to optimize using Autotune.

getValueHint

public String getValueHint()

An example value of the hyperparameter to optimize using Autotune.

Returns:

An example value of the hyperparameter to optimize using Autotune.

withValueHint

public AutoParameter withValueHint(String valueHint)

An example value of the hyperparameter to optimize using Autotune.

Parameters:

valueHint - An example value of the hyperparameter to optimize using Autotune.

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 AutoParameter 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.