SageMaker / Client / describe_training_plan

describe_training_plan#

SageMaker.Client.describe_training_plan(**kwargs)#

Retrieves detailed information about a specific training plan.

Request Syntax

response = client.describe_training_plan(
    TrainingPlanName='string'
)

Parameters:

TrainingPlanName (string) –

[REQUIRED]

The name of the training plan to describe.

Return type:

dict

Returns:

Response Syntax

{
    'TrainingPlanArn': 'string',
    'TrainingPlanName': 'string',
    'Status': 'Pending'|'Active'|'Scheduled'|'Expired'|'Failed',
    'StatusMessage': 'string',
    'DurationHours': 123,
    'DurationMinutes': 123,
    'StartTime': datetime(2015, 1, 1),
    'EndTime': datetime(2015, 1, 1),
    'UpfrontFee': 'string',
    'CurrencyCode': 'string',
    'TotalInstanceCount': 123,
    'AvailableInstanceCount': 123,
    'InUseInstanceCount': 123,
    'TargetResources': [
        'training-job'|'hyperpod-cluster',
    ],
    'ReservedCapacitySummaries': [
        {
            'ReservedCapacityArn': 'string',
            'InstanceType': 'ml.p4d.24xlarge'|'ml.p5.48xlarge'|'ml.p5e.48xlarge'|'ml.p5en.48xlarge'|'ml.trn2.48xlarge',
            'TotalInstanceCount': 123,
            'Status': 'Pending'|'Active'|'Scheduled'|'Expired'|'Failed',
            'AvailabilityZone': 'string',
            'DurationHours': 123,
            'DurationMinutes': 123,
            'StartTime': datetime(2015, 1, 1),
            'EndTime': datetime(2015, 1, 1)
        },
    ]
}

Response Structure

(dict) –
- TrainingPlanArn (string) –
  
  The Amazon Resource Name (ARN); of the training plan.
- TrainingPlanName (string) –
  
  The name of the training plan.
- Status (string) –
  
  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 Status attribute within the TrainingPlanSummary object.
- StatusMessage (string) –
  
  A message providing additional information about the current status of the training plan.
- DurationHours (integer) –
  
  The number of whole hours in the total duration for this training plan.
- DurationMinutes (integer) –
  
  The additional minutes beyond whole hours in the total duration for this training plan.
- StartTime (datetime) –
  
  The start time of the training plan.
- EndTime (datetime) –
  
  The end time of the training plan.
- UpfrontFee (string) –
  
  The upfront fee for the training plan.
- CurrencyCode (string) –
  
  The currency code for the upfront fee (e.g., USD).
- TotalInstanceCount (integer) –
  
  The total number of instances reserved in this training plan.
- AvailableInstanceCount (integer) –
  
  The number of instances currently available for use in this training plan.
- InUseInstanceCount (integer) –
  
  The number of instances currently in use from this training plan.
- TargetResources (list) –
  
  The target resources (e.g., SageMaker Training Jobs, SageMaker HyperPod) 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.
  - (string) –
- ReservedCapacitySummaries (list) –
  
  The list of Reserved Capacity providing the underlying compute resources of the plan.
  - (dict) –
    
    Details of a reserved capacity for the training plan.
    
    For more information about how to reserve GPU capacity for your SageMaker HyperPod clusters using Amazon SageMaker Training Plan, see ``CreateTrainingPlan ``.
    - ReservedCapacityArn (string) –
      
      The Amazon Resource Name (ARN); of the reserved capacity.
    - InstanceType (string) –
      
      The instance type for the reserved capacity.
    - TotalInstanceCount (integer) –
      
      The total number of instances in the reserved capacity.
    - Status (string) –
      
      The current status of the reserved capacity.
    - AvailabilityZone (string) –
      
      The availability zone for the reserved capacity.
    - DurationHours (integer) –
      
      The number of whole hours in the total duration for this reserved capacity.
    - DurationMinutes (integer) –
      
      The additional minutes beyond whole hours in the total duration for this reserved capacity.
    - StartTime (datetime) –
      
      The start time of the reserved capacity.
    - EndTime (datetime) –
      
      The end time of the reserved capacity.

Exceptions

SageMaker.Client.exceptions.ResourceNotFound