software.amazon.awssdk.services.sagemaker.model

Class AlgorithmValidationSpecification

java.lang.Object

software.amazon.awssdk.services.sagemaker.model.AlgorithmValidationSpecification

All Implemented Interfaces:

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

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

Specifies configurations for one or more training jobs that Amazon SageMaker runs to test the algorithm.

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static interface	AlgorithmValidationSpecification.Builder

Method Summary

Modifier and Type	Method and Description
static AlgorithmValidationSpecification.Builder	builder()
boolean	equals(Object obj)
<T> Optional<T>	getValueForField(String fieldName, Class<T> clazz)
int	hashCode()
List<SdkField<?>>	sdkFields()
static Class<? extends AlgorithmValidationSpecification.Builder>	serializableBuilderClass()
AlgorithmValidationSpecification.Builder	toBuilder() Take this object and create a builder that contains all of the current property values of this object.
String	toString()
List<AlgorithmValidationProfile>	validationProfiles() An array of AlgorithmValidationProfile objects, each of which specifies a training job and batch transform job that Amazon SageMaker runs to validate your algorithm.
String	validationRole() The IAM roles that Amazon SageMaker uses to run the training jobs.

Methods inherited from class java.lang.Object

getClass, notify, notifyAll, wait, wait, wait

Methods inherited from interface software.amazon.awssdk.utils.builder.ToCopyableBuilder

copy

Method Detail

validationRole

public String validationRole()

The IAM roles that Amazon SageMaker uses to run the training jobs.

Returns:

The IAM roles that Amazon SageMaker uses to run the training jobs.

validationProfiles

public List<AlgorithmValidationProfile> validationProfiles()

An array of AlgorithmValidationProfile objects, each of which specifies a training job and batch transform job that Amazon SageMaker runs to validate your algorithm.

Attempts to modify the collection returned by this method will result in an UnsupportedOperationException.

Returns:

An array of AlgorithmValidationProfile objects, each of which specifies a training job and batch transform job that Amazon SageMaker runs to validate your algorithm.

toBuilder

public AlgorithmValidationSpecification.Builder toBuilder()

Description copied from interface: ToCopyableBuilder

Take this object and create a builder that contains all of the current property values of this object.

Specified by:

toBuilder in interface ToCopyableBuilder<AlgorithmValidationSpecification.Builder,AlgorithmValidationSpecification>

Returns:

a builder for type T

builder

public static AlgorithmValidationSpecification.Builder builder()

serializableBuilderClass

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

hashCode

public int hashCode()

Overrides:

hashCode in class Object

equals

public boolean equals(Object obj)

Overrides:

equals in class Object

toString

public String toString()

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

Returns:

List of SdkField in this POJO. May be empty list but should never be null.