Package com.pulumi.aws.sagemaker.inputs

Class TrainingJobResourceConfigArgs

java.lang.Object

com.pulumi.resources.InputArgs

com.pulumi.resources.ResourceArgs

com.pulumi.aws.sagemaker.inputs.TrainingJobResourceConfigArgs

public final class TrainingJobResourceConfigArgs
extends com.pulumi.resources.ResourceArgs

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static class	TrainingJobResourceConfigArgs.Builder

Nested classes/interfaces inherited from class com.pulumi.resources.InputArgs

com.pulumi.resources.InputArgs.InputArgsInternal

Field Summary

Fields

Modifier and Type	Field	Description
static TrainingJobResourceConfigArgs	Empty

Method Summary

Modifier and Type	Method	Description
static TrainingJobResourceConfigArgs.Builder	builder()
static TrainingJobResourceConfigArgs.Builder	builder(TrainingJobResourceConfigArgs defaults)
java.util.Optional<com.pulumi.core.Output<java.lang.Integer>>	instanceCount()
java.util.Optional<com.pulumi.core.Output<java.util.List<TrainingJobResourceConfigInstanceGroupArgs>>>	instanceGroups()
java.util.Optional<com.pulumi.core.Output<TrainingJobResourceConfigInstancePlacementConfigArgs>>	instancePlacementConfig()
java.util.Optional<com.pulumi.core.Output<java.lang.String>>	instanceType()
java.util.Optional<com.pulumi.core.Output<java.lang.Integer>>	keepAlivePeriodInSeconds()
java.util.Optional<com.pulumi.core.Output<java.lang.String>>	trainingPlanArn()
java.util.Optional<com.pulumi.core.Output<java.lang.String>>	volumeKmsKeyId()
java.util.Optional<com.pulumi.core.Output<java.lang.Integer>>	volumeSizeInGb()

Methods inherited from class com.pulumi.resources.ResourceArgs

validateMember

Methods inherited from class java.lang.Object

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

Field Detail

Empty

public static final TrainingJobResourceConfigArgs Empty

Method Detail

instanceCount

public java.util.Optional<com.pulumi.core.Output<java.lang.Integer>> instanceCount()

Returns:

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

instanceGroups

public java.util.Optional<com.pulumi.core.Output<java.util.List<TrainingJobResourceConfigInstanceGroupArgs>>> 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<com.pulumi.core.Output<TrainingJobResourceConfigInstancePlacementConfigArgs>> instancePlacementConfig()

Returns:

Instance placement configuration. See `instancePlacementConfig` below.

instanceType

public java.util.Optional<com.pulumi.core.Output<java.lang.String>> instanceType()

Returns:

ML compute instance type. Conflicts with `instanceGroups`.

keepAlivePeriodInSeconds

public java.util.Optional<com.pulumi.core.Output<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<com.pulumi.core.Output<java.lang.String>> trainingPlanArn()

Returns:

ARN of the training plan to use.

volumeKmsKeyId

public java.util.Optional<com.pulumi.core.Output<java.lang.String>> volumeKmsKeyId()

Returns:

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

volumeSizeInGb

public java.util.Optional<com.pulumi.core.Output<java.lang.Integer>> volumeSizeInGb()

Returns:

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

builder

public static TrainingJobResourceConfigArgs.Builder builder()

builder

public static TrainingJobResourceConfigArgs.Builder builder(TrainingJobResourceConfigArgs defaults)