Package com.pulumi.aws.sagemaker.outputs

Class TrainingJobResourceConfig

java.lang.Object

com.pulumi.aws.sagemaker.outputs.TrainingJobResourceConfig

public final class TrainingJobResourceConfig
extends java.lang.Object

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static class	TrainingJobResourceConfig.Builder

Method Summary

Modifier and Type	Method	Description
static TrainingJobResourceConfig.Builder	builder()
static TrainingJobResourceConfig.Builder	builder(TrainingJobResourceConfig defaults)
java.util.Optional<java.lang.Integer>	instanceCount()
java.util.List<TrainingJobResourceConfigInstanceGroup>	instanceGroups()
java.util.Optional<TrainingJobResourceConfigInstancePlacementConfig>	instancePlacementConfig()
java.util.Optional<java.lang.String>	instanceType()
java.util.Optional<java.lang.Integer>	keepAlivePeriodInSeconds()
java.util.Optional<java.lang.String>	trainingPlanArn()
java.util.Optional<java.lang.String>	volumeKmsKeyId()
java.util.Optional<java.lang.Integer>	volumeSizeInGb()

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Method Detail

instanceCount

public java.util.Optional<java.lang.Integer> instanceCount()

Returns:

Number of ML compute instances to use. Conflicts with `instanceGroups`.

instanceGroups

public java.util.List<TrainingJobResourceConfigInstanceGroup> instanceGroups()

Returns:

List of instance groups for heterogeneous cluster training. Maximum of 5. Conflicts with `instanceCount`, `instanceType`, and `keepAlivePeriodInSeconds`. See `instanceGroups` below.

instancePlacementConfig

public java.util.Optional<TrainingJobResourceConfigInstancePlacementConfig> instancePlacementConfig()

Returns:

Instance placement configuration. See `instancePlacementConfig` below.

instanceType

public java.util.Optional<java.lang.String> instanceType()

Returns:

ML compute instance type. Conflicts with `instanceGroups`.

keepAlivePeriodInSeconds

public java.util.Optional<java.lang.Integer> keepAlivePeriodInSeconds()

Returns:

Time in seconds to keep instances alive after training completes, for warm pool reuse. Valid values: 0–3600. Conflicts with `instanceGroups`.

trainingPlanArn

public java.util.Optional<java.lang.String> trainingPlanArn()

Returns:

ARN of the training plan to use.

volumeKmsKeyId

public java.util.Optional<java.lang.String> volumeKmsKeyId()

Returns:

KMS key ID used to encrypt data on the storage volume.

volumeSizeInGb

public java.util.Optional<java.lang.Integer> volumeSizeInGb()

Returns:

Size of the storage volume attached to each instance, in GB.

builder

public static TrainingJobResourceConfig.Builder builder()

builder

public static TrainingJobResourceConfig.Builder builder(TrainingJobResourceConfig defaults)