software.amazon.awssdk.services.personalize.model

Class HPOConfig

java.lang.Object

software.amazon.awssdk.services.personalize.model.HPOConfig

All Implemented Interfaces:

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

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

Describes the properties for hyperparameter optimization (HPO). For use with the bring-your-own-recipe feature. Do not use for Amazon Personalize native recipes.

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static interface	HPOConfig.Builder

Method Summary

Modifier and Type	Method and Description
HyperParameterRanges	algorithmHyperParameterRanges() The hyperparameters and their allowable ranges.
static HPOConfig.Builder	builder()
boolean	equals(Object obj)
boolean	equalsBySdkFields(Object obj)
<T> Optional<T>	getValueForField(String fieldName, Class<T> clazz)
int	hashCode()
HPOObjective	hpoObjective() The metric to optimize during HPO.
HPOResourceConfig	hpoResourceConfig() Describes the resource configuration for HPO.
List<SdkField<?>>	sdkFields()
static Class<? extends HPOConfig.Builder>	serializableBuilderClass()
HPOConfig.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

hpoObjective

public HPOObjective hpoObjective()

The metric to optimize during HPO.

Returns:

The metric to optimize during HPO.

hpoResourceConfig

public HPOResourceConfig hpoResourceConfig()

Describes the resource configuration for HPO.

Returns:

Describes the resource configuration for HPO.

algorithmHyperParameterRanges

public HyperParameterRanges algorithmHyperParameterRanges()

The hyperparameters and their allowable ranges.

Returns:

The hyperparameters and their allowable ranges.

toBuilder

public HPOConfig.Builder toBuilder()

Specified by:

toBuilder in interface ToCopyableBuilder<HPOConfig.Builder,HPOConfig>

builder

public static HPOConfig.Builder builder()

serializableBuilderClass

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

hashCode

public int hashCode()

Overrides:

hashCode in class Object

equals

public boolean equals(Object obj)

Overrides:

equals in class Object

equalsBySdkFields

public boolean equalsBySdkFields(Object obj)

Specified by:

equalsBySdkFields in interface SdkPojo

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

getValueForField

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

sdkFields

public List<SdkField<?>> sdkFields()

Specified by:

sdkFields in interface SdkPojo