software.amazon.awssdk.services.sagemaker.model

Interface StoppingCondition.Builder

All Superinterfaces:

Buildable, CopyableBuilder<StoppingCondition.Builder,StoppingCondition>, SdkBuilder<StoppingCondition.Builder,StoppingCondition>, SdkPojo

Enclosing class:

StoppingCondition

public static interface StoppingCondition.Builder
extends SdkPojo, CopyableBuilder<StoppingCondition.Builder,StoppingCondition>

Method Summary

Modifier and Type	Method and Description
StoppingCondition.Builder	maxRuntimeInSeconds(Integer maxRuntimeInSeconds) The maximum length of time, in seconds, that a training or compilation job can run.
StoppingCondition.Builder	maxWaitTimeInSeconds(Integer maxWaitTimeInSeconds) The maximum length of time, in seconds, that a managed Spot training job has to complete.

Methods inherited from interface software.amazon.awssdk.core.SdkPojo

equalsBySdkFields, sdkFields

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

copy

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

applyMutation, build

Method Detail

maxRuntimeInSeconds

StoppingCondition.Builder maxRuntimeInSeconds(Integer maxRuntimeInSeconds)

The maximum length of time, in seconds, that a training or compilation job can run.

For compilation jobs, if the job does not complete during this time, you will receive a TimeOut error. We recommend starting with 900 seconds and increase as necessary based on your model.

For all other jobs, if the job does not complete during this time, Amazon SageMaker ends the job. When RetryStrategy is specified in the job request, MaxRuntimeInSeconds specifies the maximum time for all of the attempts in total, not each individual attempt. The default value is 1 day. The maximum value is 28 days.

Parameters:

maxRuntimeInSeconds - The maximum length of time, in seconds, that a training or compilation job can run.

For compilation jobs, if the job does not complete during this time, you will receive a TimeOut error. We recommend starting with 900 seconds and increase as necessary based on your model.

For all other jobs, if the job does not complete during this time, Amazon SageMaker ends the job. When RetryStrategy is specified in the job request, MaxRuntimeInSeconds specifies the maximum time for all of the attempts in total, not each individual attempt. The default value is 1 day. The maximum value is 28 days.

Returns:

Returns a reference to this object so that method calls can be chained together.

maxWaitTimeInSeconds

StoppingCondition.Builder maxWaitTimeInSeconds(Integer maxWaitTimeInSeconds)

The maximum length of time, in seconds, that a managed Spot training job has to complete. It is the amount of time spent waiting for Spot capacity plus the amount of time the job can run. It must be equal to or greater than MaxRuntimeInSeconds. If the job does not complete during this time, Amazon SageMaker ends the job.

When RetryStrategy is specified in the job request, MaxWaitTimeInSeconds specifies the maximum time for all of the attempts in total, not each individual attempt.

Parameters:

maxWaitTimeInSeconds - The maximum length of time, in seconds, that a managed Spot training job has to complete. It is the amount of time spent waiting for Spot capacity plus the amount of time the job can run. It must be equal to or greater than MaxRuntimeInSeconds. If the job does not complete during this time, Amazon SageMaker ends the job.

When RetryStrategy is specified in the job request, MaxWaitTimeInSeconds specifies the maximum time for all of the attempts in total, not each individual attempt.

Returns:

Returns a reference to this object so that method calls can be chained together.