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

Describes the properties for hyperparameter optimization (HPO).

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static interface	HPOConfig.Builder

Method Summary

Modifier and Type	Method	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.
Map<String,SdkField<?>>	sdkFieldNameToField()
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 final HPOObjective hpoObjective()

The metric to optimize during HPO.

Amazon Personalize doesn't support configuring the hpoObjective at this time.

Returns:

The metric to optimize during HPO.

Amazon Personalize doesn't support configuring the hpoObjective at this time.

hpoResourceConfig

public final HPOResourceConfig hpoResourceConfig()

Describes the resource configuration for HPO.

Returns:

Describes the resource configuration for HPO.

algorithmHyperParameterRanges

public final 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 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