Class: Aws::SageMaker::Types::InstancePreference

Inherits:

Struct

• Object
• Struct
• Aws::SageMaker::Types::InstancePreference

Defined in:

gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb

Overview

A candidate instance type preference in an InstancePreferences list.

See Also:

• AWS API Documentation

Constant Summary

SENSITIVE =

[]

Instance Attribute Summary

• #instance_count ⇒ Integer

  The number of instances to launch if this instance type is selected.

• #instance_type ⇒ String

  The ML compute instance type.

• #training_plan_arns ⇒ Array<String>

  The Amazon Resource Name (ARN) of a training plan to use if this instance type is selected.

Instance Attribute Details

#instance_count ⇒ Integer

The number of instances to launch if this instance type is selected. Specify the instance count for the training job in one of the following two ways:

1. Per preference – Set InstanceCount on every preference in the InstancePreferences list and don't set ResourceConfig$InstanceCount. Use this when each instance type needs a different number of instances to deliver equivalent compute.

2. One count for the job – Set ResourceConfig$InstanceCount and omit it from every preference. SageMaker applies this to all instance types in the list.

For example, in a list of five preferences, either all five specify InstanceCount or none of them do. SageMaker rejects requests that set InstanceCount on only some preferences, that set it both per preference and in ResourceConfig, or that omit it in both places.

Returns:

• (Integer)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 32914

class InstancePreference < Struct.new(
  :instance_type,
  :instance_count,
  :training_plan_arns)
  SENSITIVE = []
  include Aws::Structure
end

#instance_type ⇒ String

The ML compute instance type. An instance type can appear only once in an InstancePreferences list.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 32914

class InstancePreference < Struct.new(
  :instance_type,
  :instance_count,
  :training_plan_arns)
  SENSITIVE = []
  include Aws::Structure
end

#training_plan_arns ⇒ Array<String>

The Amazon Resource Name (ARN) of a training plan to use if this instance type is selected. The plan's instance type must match InstanceType. A preference with a training plan uses that plan's reserved capacity; a preference without one uses on-demand capacity. Per-preference TrainingPlanArns is mutually exclusive with the job-level TrainingPlanArn in ResourceConfig.

Returns:

• (Array<String>)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 32914

class InstancePreference < Struct.new(
  :instance_type,
  :instance_count,
  :training_plan_arns)
  SENSITIVE = []
  include Aws::Structure
end