Class: Aws::SageMaker::Types::CreateInferenceComponentInput

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

Overview

See Also:

Constant Summary collapse

SENSITIVE = 
[]

Instance Attribute Summary collapse

Instance Attribute Details

#endpoint_name ⇒ String

The name of an existing endpoint where you host the inference component.

Returns:

  • (String) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 11165

class CreateInferenceComponentInput < Struct.new(
  :inference_component_name,
  :endpoint_name,
  :variant_name,
  :specification,
  :specifications,
  :runtime_config,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#inference_component_name ⇒ String

A unique name to assign to the inference component.

Returns:

  • (String) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 11165

class CreateInferenceComponentInput < Struct.new(
  :inference_component_name,
  :endpoint_name,
  :variant_name,
  :specification,
  :specifications,
  :runtime_config,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#runtime_config ⇒ Types::InferenceComponentRuntimeConfig

Runtime settings for a model that is deployed with an inference component.

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 11165

class CreateInferenceComponentInput < Struct.new(
  :inference_component_name,
  :endpoint_name,
  :variant_name,
  :specification,
  :specifications,
  :runtime_config,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#specification ⇒ Types::InferenceComponentSpecification

Details about the resources to deploy with this inference component, including the model, container, and compute resources.

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 11165

class CreateInferenceComponentInput < Struct.new(
  :inference_component_name,
  :endpoint_name,
  :variant_name,
  :specification,
  :specifications,
  :runtime_config,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#specifications ⇒ Array<Types::InferenceComponentSpecification>

A list of specification objects for the inference component, one per instance type. Use this parameter when you want to deploy a different model or resource configuration for the inference component on each instance type. You can use either this parameter or the singular ‘Specification` parameter, but not both.

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 11165

class CreateInferenceComponentInput < Struct.new(
  :inference_component_name,
  :endpoint_name,
  :variant_name,
  :specification,
  :specifications,
  :runtime_config,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#tags ⇒ Array<Types::Tag>

A list of key-value pairs associated with the model. For more information, see [Tagging Amazon Web Services resources] in the *Amazon Web Services General Reference*.

[1]: docs.aws.amazon.com/general/latest/gr/aws_tagging.html

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 11165

class CreateInferenceComponentInput < Struct.new(
  :inference_component_name,
  :endpoint_name,
  :variant_name,
  :specification,
  :specifications,
  :runtime_config,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end

#variant_name ⇒ String

The name of an existing production variant where you host the inference component.

Returns:

  • (String) 


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11175
 
# File 'lib/aws-sdk-sagemaker/types.rb', line 11165

class CreateInferenceComponentInput < Struct.new(
  :inference_component_name,
  :endpoint_name,
  :variant_name,
  :specification,
  :specifications,
  :runtime_config,
  :tags)
  SENSITIVE = []
  include Aws::Structure
end