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

Class ConvergenceDetected

java.lang.Object

software.amazon.awssdk.services.sagemaker.model.ConvergenceDetected

All Implemented Interfaces:

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

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

A flag to indicating that automatic model tuning (AMT) has detected model convergence, defined as a lack of significant improvement (1% or less) against an objective metric.

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static interface	ConvergenceDetected.Builder

Method Summary

Modifier and Type	Method	Description
static ConvergenceDetected.Builder	builder()
CompleteOnConvergence	completeOnConvergence()	A flag to stop a tuning job once AMT has detected that the job has converged.
String	completeOnConvergenceAsString()	A flag to stop a tuning job once AMT has detected that the job has converged.
boolean	equals(Object obj)
boolean	equalsBySdkFields(Object obj)
<T> Optional<T>	getValueForField(String fieldName, Class<T> clazz)
int	hashCode()
Map<String,SdkField<?>>	sdkFieldNameToField()
List<SdkField<?>>	sdkFields()
static Class<? extends ConvergenceDetected.Builder>	serializableBuilderClass()
ConvergenceDetected.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

completeOnConvergence

public final CompleteOnConvergence completeOnConvergence()

A flag to stop a tuning job once AMT has detected that the job has converged.

If the service returns an enum value that is not available in the current SDK version, completeOnConvergence will return CompleteOnConvergence.UNKNOWN_TO_SDK_VERSION. The raw value returned by the service is available from completeOnConvergenceAsString().

Returns:

A flag to stop a tuning job once AMT has detected that the job has converged.

See Also:

CompleteOnConvergence

completeOnConvergenceAsString

public final String completeOnConvergenceAsString()

A flag to stop a tuning job once AMT has detected that the job has converged.

If the service returns an enum value that is not available in the current SDK version, completeOnConvergence will return CompleteOnConvergence.UNKNOWN_TO_SDK_VERSION. The raw value returned by the service is available from completeOnConvergenceAsString().

Returns:

A flag to stop a tuning job once AMT has detected that the job has converged.

See Also:

CompleteOnConvergence

toBuilder

public ConvergenceDetected.Builder toBuilder()

Specified by:

toBuilder in interface ToCopyableBuilder<ConvergenceDetected.Builder,ConvergenceDetected>

builder

public static ConvergenceDetected.Builder builder()

serializableBuilderClass

public static Class<? extends ConvergenceDetected.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