software.amazon.awssdk.services.sagemaker.model

Class HyperParameterTuningJobCompletionDetails

java.lang.Object

software.amazon.awssdk.services.sagemaker.model.HyperParameterTuningJobCompletionDetails

All Implemented Interfaces:

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

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

A structure that contains runtime information about both current and completed hyperparameter tuning jobs.

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static interface	HyperParameterTuningJobCompletionDetails.Builder

Method Summary

Modifier and Type	Method and Description
static HyperParameterTuningJobCompletionDetails.Builder	builder()
Instant	convergenceDetectedTime() The time in timestamp format that AMT detected model convergence, as defined by a lack of significant improvement over time based on criteria developed over a wide range of diverse benchmarking tests.
boolean	equals(Object obj)
boolean	equalsBySdkFields(Object obj)
<T> Optional<T>	getValueForField(String fieldName, Class<T> clazz)
int	hashCode()
Integer	numberOfTrainingJobsObjectiveNotImproving() The number of training jobs launched by a tuning job that are not improving (1% or less) as measured by model performance evaluated against an objective function.
List<SdkField<?>>	sdkFields()
static Class<? extends HyperParameterTuningJobCompletionDetails.Builder>	serializableBuilderClass()
HyperParameterTuningJobCompletionDetails.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

numberOfTrainingJobsObjectiveNotImproving

public final Integer numberOfTrainingJobsObjectiveNotImproving()

The number of training jobs launched by a tuning job that are not improving (1% or less) as measured by model performance evaluated against an objective function.

Returns:

The number of training jobs launched by a tuning job that are not improving (1% or less) as measured by model performance evaluated against an objective function.

convergenceDetectedTime

public final Instant convergenceDetectedTime()

The time in timestamp format that AMT detected model convergence, as defined by a lack of significant improvement over time based on criteria developed over a wide range of diverse benchmarking tests.

Returns:

The time in timestamp format that AMT detected model convergence, as defined by a lack of significant improvement over time based on criteria developed over a wide range of diverse benchmarking tests.

toBuilder

public HyperParameterTuningJobCompletionDetails.Builder toBuilder()

Specified by:

toBuilder in interface ToCopyableBuilder<HyperParameterTuningJobCompletionDetails.Builder,HyperParameterTuningJobCompletionDetails>

builder

public static HyperParameterTuningJobCompletionDetails.Builder builder()

serializableBuilderClass

public static Class<? extends HyperParameterTuningJobCompletionDetails.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