software.amazon.awssdk.services.sagemaker.model

Class StoppingCondition

java.lang.Object

software.amazon.awssdk.services.sagemaker.model.StoppingCondition

All Implemented Interfaces:

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

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

Specifies how long a model training or compilation job can run. When the job reaches the limit, Amazon SageMaker ends the training job. Use this API to cap model processing cost.

To stop a job, Amazon SageMaker sends the algorithm the SIGTERM signal, which delays job termination for 120 seconds. Algorithms might use this 120-second window to save the model artifacts, so the results of training is not lost.

Training algorithms provided by Amazon SageMaker automatically saves the intermediate results of a model training job (it is best effort case, as model might not be ready to save as some stages, for example training just started). This intermediate data is a valid model artifact. You can use it to create a model (CreateModel).

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static interface	StoppingCondition.Builder

Method Summary

Modifier and Type	Method and Description
static StoppingCondition.Builder	builder()
boolean	equals(Object obj)
<T> Optional<T>	getValueForField(String fieldName, Class<T> clazz)
int	hashCode()
Integer	maxRuntimeInSeconds() The maximum length of time, in seconds, that the training or compilation job can run.
List<SdkField<?>>	sdkFields()
static Class<? extends StoppingCondition.Builder>	serializableBuilderClass()
StoppingCondition.Builder	toBuilder()
String	toString()

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

maxRuntimeInSeconds

public Integer maxRuntimeInSeconds()

The maximum length of time, in seconds, that the training or compilation job can run. If the job does not complete during this time, Amazon SageMaker ends the job. If value is not specified, default value is 1 day. Maximum value is 5 days.

Returns:

The maximum length of time, in seconds, that the training or compilation job can run. If the job does not complete during this time, Amazon SageMaker ends the job. If value is not specified, default value is 1 day. Maximum value is 5 days.

toBuilder

public StoppingCondition.Builder toBuilder()

Specified by:

toBuilder in interface ToCopyableBuilder<StoppingCondition.Builder,StoppingCondition>

builder

public static StoppingCondition.Builder builder()

serializableBuilderClass

public static Class<? extends StoppingCondition.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