Class: Aws::SageMaker::Types::InstancePool

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

Overview

Specifies an instance type and its priority for a heterogeneous endpoint. Use instance pools to configure a production variant with multiple instance types, enabling the endpoint to provision instances across different types based on priority.

See Also:

Constant Summary collapse

SENSITIVE = 
[]

Instance Attribute Summary collapse

Instance Attribute Details

#instance_type ⇒ String

The ML compute instance type for the instance pool.

Returns:

  • (String) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 31663

class InstancePool < Struct.new(
  :instance_type,
  :model_name_override,
  :priority)
  SENSITIVE = []
  include Aws::Structure
end

#model_name_override ⇒ String

The name of a SageMaker model to use for this instance pool instead of the model specified for the production variant. Use this to deploy a different model optimized for the instance type in this pool.

Returns:

  • (String) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 31663

class InstancePool < Struct.new(
  :instance_type,
  :model_name_override,
  :priority)
  SENSITIVE = []
  include Aws::Structure
end

#priority ⇒ Integer

The priority for the instance pool. SageMaker attempts to provision instances in order of priority, starting with the lowest value. If instances for a higher-priority pool are unavailable, SageMaker attempts to provision from the next pool.

Valid values: 1 to 5, where 1 is the highest priority.

Returns:

  • (Integer) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 31663

class InstancePool < Struct.new(
  :instance_type,
  :model_name_override,
  :priority)
  SENSITIVE = []
  include Aws::Structure
end