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

Inherits:

Struct

• Object
• Struct
• Aws::SageMaker::Types::WarmPoolStatus

Includes:

Aws::Structure

Defined in:

lib/aws-sdk-sagemaker/types.rb

Overview

Status and billing information about the warm pool.

See Also:

• AWS API Documentation

Constant Summary

SENSITIVE =

[]

Instance Attribute Summary

• #resource_retained_billable_time_in_seconds ⇒ Integer

  The billable time in seconds used by the warm pool.

• #reused_by_job ⇒ String

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

• #status ⇒ String

  The status of the warm pool.

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)

# File 'lib/aws-sdk-sagemaker/types.rb', line 42251

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)

# File 'lib/aws-sdk-sagemaker/types.rb', line 42251

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)

# File 'lib/aws-sdk-sagemaker/types.rb', line 42251

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