Class: Aws::SageMaker::Types::WarmPoolStatus

Inherits:
Struct
  • Object
show all
Defined in:
gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb

Overview

Status and billing information about the warm pool.

See Also:

Constant Summary collapse

SENSITIVE = 
[]

Instance Attribute Summary collapse

Instance Attribute Details

#resource_retained_billable_time_in_seconds ⇒ Integer

The billable time in seconds used by the warm pool. Billable time refers to the absolute wall-clock time.

Multiply ResourceRetainedBillableTimeInSeconds by the number of instances (InstanceCount) in your training cluster to get the total compute time SageMaker bills you if you run warm pool training. The formula is as follows: ResourceRetainedBillableTimeInSeconds * InstanceCount.

Returns:

  • (Integer) 


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 45121

class WarmPoolStatus < Struct.new(
  :status,
  :resource_retained_billable_time_in_seconds,
  :reused_by_job)
  SENSITIVE = []
  include Aws::Structure
end

#reused_by_job ⇒ String

The name of the matching training job that reused the warm pool.

Returns:

  • (String) 


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 45121

class WarmPoolStatus < Struct.new(
  :status,
  :resource_retained_billable_time_in_seconds,
  :reused_by_job)
  SENSITIVE = []
  include Aws::Structure
end

#status ⇒ String

The status of the warm pool.

  • InUse: The warm pool is in use for the training job.

  • Available: The warm pool is available to reuse for a matching training job.

  • Reused: The warm pool moved to a matching training job for reuse.

  • Terminated: The warm pool is no longer available. Warm pools are unavailable if they are terminated by a user, terminated for a patch update, or terminated for exceeding the specified KeepAlivePeriodInSeconds.

Returns:

  • (String) 


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 45121

class WarmPoolStatus < Struct.new(
  :status,
  :resource_retained_billable_time_in_seconds,
  :reused_by_job)
  SENSITIVE = []
  include Aws::Structure
end