Package com.pulumi.aws.sagemaker.inputs

Class TrainingJobResourceConfigArgs.Builder

java.lang.Object

com.pulumi.aws.sagemaker.inputs.TrainingJobResourceConfigArgs.Builder

Enclosing class:

TrainingJobResourceConfigArgs

public static final class TrainingJobResourceConfigArgs.Builder
extends java.lang.Object

Constructor Summary

Constructors

Constructor	Description
Builder()
Builder(TrainingJobResourceConfigArgs defaults)

Method Summary

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

Methods inherited from class java.lang.Object

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

Constructor Detail

Builder

public Builder()

Builder

public Builder(TrainingJobResourceConfigArgs defaults)

Method Detail

instanceCount

public TrainingJobResourceConfigArgs.Builder instanceCount(@Nullable
                                                           com.pulumi.core.Output<java.lang.Integer> instanceCount)

Parameters:

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

Returns:

builder

instanceCount

public TrainingJobResourceConfigArgs.Builder instanceCount(java.lang.Integer instanceCount)

Parameters:

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

Returns:

builder

instanceGroups

public TrainingJobResourceConfigArgs.Builder instanceGroups(@Nullable
                                                            com.pulumi.core.Output<java.util.List<TrainingJobResourceConfigInstanceGroupArgs>> instanceGroups)

Parameters:

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

Returns:

builder

instanceGroups

public TrainingJobResourceConfigArgs.Builder instanceGroups(java.util.List<TrainingJobResourceConfigInstanceGroupArgs> instanceGroups)

Parameters:

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

Returns:

builder

instanceGroups

public TrainingJobResourceConfigArgs.Builder instanceGroups(TrainingJobResourceConfigInstanceGroupArgs... instanceGroups)

Parameters:

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

Returns:

builder

instancePlacementConfig

public TrainingJobResourceConfigArgs.Builder instancePlacementConfig(@Nullable
                                                                     com.pulumi.core.Output<TrainingJobResourceConfigInstancePlacementConfigArgs> instancePlacementConfig)

Parameters:

instancePlacementConfig - Instance placement configuration. See `instancePlacementConfig` below.

Returns:

builder

instancePlacementConfig

public TrainingJobResourceConfigArgs.Builder instancePlacementConfig(TrainingJobResourceConfigInstancePlacementConfigArgs instancePlacementConfig)

Parameters:

instancePlacementConfig - Instance placement configuration. See `instancePlacementConfig` below.

Returns:

builder

instanceType

public TrainingJobResourceConfigArgs.Builder instanceType(@Nullable
                                                          com.pulumi.core.Output<java.lang.String> instanceType)

Parameters:

instanceType - ML compute instance type. Conflicts with `instanceGroups`.

Returns:

builder

instanceType

public TrainingJobResourceConfigArgs.Builder instanceType(java.lang.String instanceType)

Parameters:

instanceType - ML compute instance type. Conflicts with `instanceGroups`.

Returns:

builder

keepAlivePeriodInSeconds

public TrainingJobResourceConfigArgs.Builder keepAlivePeriodInSeconds(@Nullable
                                                                      com.pulumi.core.Output<java.lang.Integer> keepAlivePeriodInSeconds)

Parameters:

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

Returns:

builder

keepAlivePeriodInSeconds

public TrainingJobResourceConfigArgs.Builder keepAlivePeriodInSeconds(java.lang.Integer keepAlivePeriodInSeconds)

Parameters:

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

Returns:

builder

trainingPlanArn

public TrainingJobResourceConfigArgs.Builder trainingPlanArn(@Nullable
                                                             com.pulumi.core.Output<java.lang.String> trainingPlanArn)

Parameters:

trainingPlanArn - ARN of the training plan to use.

Returns:

builder

trainingPlanArn

public TrainingJobResourceConfigArgs.Builder trainingPlanArn(java.lang.String trainingPlanArn)

Parameters:

trainingPlanArn - ARN of the training plan to use.

Returns:

builder

volumeKmsKeyId

public TrainingJobResourceConfigArgs.Builder volumeKmsKeyId(@Nullable
                                                            com.pulumi.core.Output<java.lang.String> volumeKmsKeyId)

Parameters:

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

Returns:

builder

volumeKmsKeyId

public TrainingJobResourceConfigArgs.Builder volumeKmsKeyId(java.lang.String volumeKmsKeyId)

Parameters:

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

Returns:

builder

volumeSizeInGb

public TrainingJobResourceConfigArgs.Builder volumeSizeInGb(@Nullable
                                                            com.pulumi.core.Output<java.lang.Integer> volumeSizeInGb)

Parameters:

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

Returns:

builder

volumeSizeInGb

public TrainingJobResourceConfigArgs.Builder volumeSizeInGb(java.lang.Integer volumeSizeInGb)

Parameters:

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

Returns:

builder

build

public TrainingJobResourceConfigArgs build()