TrainingPlanOffering - Amazon SageMaker

TrainingPlanOffering

Details about a training plan offering.

For more information about how to reserve GPU capacity for your SageMaker HyperPod clusters using Amazon SageMaker Training Plan, see CreateTrainingPlan .

Contents

TargetResources

The target resources (e.g., SageMaker Training Jobs, SageMaker HyperPod) for this training plan offering.

Training plans are specific to their target resource.

  • A training plan designed for SageMaker training jobs can only be used to schedule and run training jobs.

  • A training plan for HyperPod clusters can be used exclusively to provide compute resources to a cluster's instance group.

Type: Array of strings

Array Members: Minimum number of 1 item.

Valid Values: training-job | hyperpod-cluster

Required: Yes

TrainingPlanOfferingId

The unique identifier for this training plan offering.

Type: String

Length Constraints: Minimum length of 1. Maximum length of 256.

Pattern: ^[a-z0-9\-]+$

Required: Yes

CurrencyCode

The currency code for the upfront fee (e.g., USD).

Type: String

Required: No

DurationHours

The number of whole hours in the total duration for this training plan offering.

Type: Long

Valid Range: Minimum value of 0. Maximum value of 87600.

Required: No

DurationMinutes

The additional minutes beyond whole hours in the total duration for this training plan offering.

Type: Long

Valid Range: Minimum value of 0. Maximum value of 59.

Required: No

RequestedEndTimeBefore

The requested end time that the user specified when searching for the training plan offering.

Type: Timestamp

Required: No

RequestedStartTimeAfter

The requested start time that the user specified when searching for the training plan offering.

Type: Timestamp

Required: No

ReservedCapacityOfferings

A list of reserved capacity offerings associated with this training plan offering.

Type: Array of ReservedCapacityOffering objects

Array Members: Minimum number of 0 items. Maximum number of 5 items.

Required: No

UpfrontFee

The upfront fee for this training plan offering.

Type: String

Length Constraints: Maximum length of 256.

Required: No

See Also

For more information about using this API in one of the language-specific AWS SDKs, see the following: