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

Class AutoParameter

java.lang.Object

software.amazon.awssdk.services.sagemaker.model.AutoParameter

All Implemented Interfaces:

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

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

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:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static interface	AutoParameter.Builder

Method Summary

Modifier and Type	Method	Description
static AutoParameter.Builder	builder()
boolean	equals(Object obj)
boolean	equalsBySdkFields(Object obj)
<T> Optional<T>	getValueForField(String fieldName, Class<T> clazz)
int	hashCode()
String	name()	The name of the hyperparameter to optimize using Autotune.
Map<String,SdkField<?>>	sdkFieldNameToField()
List<SdkField<?>>	sdkFields()
static Class<? extends AutoParameter.Builder>	serializableBuilderClass()
AutoParameter.Builder	toBuilder()
String	toString()	Returns a string representation of this object.
String	valueHint()	An example value of the hyperparameter to optimize using Autotune.

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

name

public final String name()

The name of the hyperparameter to optimize using Autotune.

Returns:

The name of the hyperparameter to optimize using Autotune.

valueHint

public final String valueHint()

An example value of the hyperparameter to optimize using Autotune.

Returns:

An example value of the hyperparameter to optimize using Autotune.

toBuilder

public AutoParameter.Builder toBuilder()

Specified by:

toBuilder in interface ToCopyableBuilder<AutoParameter.Builder,AutoParameter>

builder

public static AutoParameter.Builder builder()

serializableBuilderClass

public static Class<? extends AutoParameter.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

sdkFieldNameToField

public final Map<String,SdkField<?>> sdkFieldNameToField()

Specified by:

sdkFieldNameToField in interface SdkPojo