Details of the training plan.
For more information about how to reserve GPU capacity for your SageMaker HyperPod clusters using
Amazon SageMaker Training Plan, see
CreateTrainingPlan
.
Contents
- Status
-
The current status of the training plan (e.g., Pending, Active, Expired). To see the complete list of status values available for a training plan, refer to the
Statusattribute within theTrainingPlanSummaryobject.Type: String
Valid Values:
Pending | Active | Scheduled | Expired | FailedRequired: Yes
- TrainingPlanArn
-
The Amazon Resource Name (ARN); of the training plan.
Type: String
Length Constraints: Minimum length of 50. Maximum length of 2048.
Pattern:
arn:aws[a-z\-]*:sagemaker:[a-z0-9\-]*:[0-9]{12}:training-plan/.*Required: Yes
- TrainingPlanName
-
The name of the training plan.
Type: String
Length Constraints: Minimum length of 1. Maximum length of 64.
Pattern:
^[a-zA-Z0-9](-*[a-zA-Z0-9]){0,63}Required: Yes
- AvailableInstanceCount
-
The number of instances currently available for use in this training plan.
Type: Integer
Valid Range: Minimum value of 0.
Required: No
- 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.
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.
Type: Long
Valid Range: Minimum value of 0. Maximum value of 59.
Required: No
- EndTime
-
The end time of the training plan.
Type: Timestamp
Required: No
- InUseInstanceCount
-
The number of instances currently in use from this training plan.
Type: Integer
Valid Range: Minimum value of 0.
Required: No
- ReservedCapacitySummaries
-
A list of reserved capacities associated with this training plan, including details such as instance types, counts, and availability zones.
Type: Array of ReservedCapacitySummary objects
Array Members: Minimum number of 0 items. Maximum number of 5 items.
Required: No
- StartTime
-
The start time of the training plan.
Type: Timestamp
Required: No
- StatusMessage
-
A message providing additional information about the current status of the training plan.
Type: String
Length Constraints: Minimum length of 0. Maximum length of 1024.
Required: No
- TargetResources
-
The target resources (e.g., training jobs, HyperPod clusters) that can use this training plan.
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-clusterRequired: No
-
- TotalInstanceCount
-
The total number of instances reserved in this training plan.
Type: Integer
Valid Range: Minimum value of 0.
Required: No
- UpfrontFee
-
The upfront fee for the training plan.
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:
