Class: Aws::SageMaker::Types::InferenceRecommendation

Inherits:

Struct

• Object
• Struct
• Aws::SageMaker::Types::InferenceRecommendation

Defined in:

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

Overview

A list of recommendations made by Amazon SageMaker Inference Recommender.

See Also:

• AWS API Documentation

Constant Summary

SENSITIVE =

[]

Instance Attribute Summary

• #endpoint_configuration ⇒ Types::EndpointOutputConfiguration

  Defines the endpoint configuration parameters.

• #invocation_end_time ⇒ Time

  A timestamp that shows when the benchmark completed.

• #invocation_start_time ⇒ Time

  A timestamp that shows when the benchmark started.

• #metrics ⇒ Types::RecommendationMetrics

  The metrics used to decide what recommendation to make.

• #model_configuration ⇒ Types::ModelConfiguration

  Defines the model configuration.

• #recommendation_id ⇒ String

  The recommendation ID which uniquely identifies each recommendation.

Instance Attribute Details

#endpoint_configuration ⇒ Types::EndpointOutputConfiguration

Defines the endpoint configuration parameters.

Returns:

• (Types::EndpointOutputConfiguration)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 23306

class InferenceRecommendation < Struct.new(
  :recommendation_id,
  :metrics,
  :endpoint_configuration,
  :model_configuration,
  :invocation_end_time,
  :invocation_start_time)
  SENSITIVE = []
  include Aws::Structure
end

#invocation_end_time ⇒ Time

A timestamp that shows when the benchmark completed.

Returns:

• (Time)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 23306

class InferenceRecommendation < Struct.new(
  :recommendation_id,
  :metrics,
  :endpoint_configuration,
  :model_configuration,
  :invocation_end_time,
  :invocation_start_time)
  SENSITIVE = []
  include Aws::Structure
end

#invocation_start_time ⇒ Time

A timestamp that shows when the benchmark started.

Returns:

• (Time)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 23306

class InferenceRecommendation < Struct.new(
  :recommendation_id,
  :metrics,
  :endpoint_configuration,
  :model_configuration,
  :invocation_end_time,
  :invocation_start_time)
  SENSITIVE = []
  include Aws::Structure
end

#metrics ⇒ Types::RecommendationMetrics

The metrics used to decide what recommendation to make.

Returns:

• (Types::RecommendationMetrics)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 23306

class InferenceRecommendation < Struct.new(
  :recommendation_id,
  :metrics,
  :endpoint_configuration,
  :model_configuration,
  :invocation_end_time,
  :invocation_start_time)
  SENSITIVE = []
  include Aws::Structure
end

#model_configuration ⇒ Types::ModelConfiguration

Defines the model configuration.

Returns:

• (Types::ModelConfiguration)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 23306

class InferenceRecommendation < Struct.new(
  :recommendation_id,
  :metrics,
  :endpoint_configuration,
  :model_configuration,
  :invocation_end_time,
  :invocation_start_time)
  SENSITIVE = []
  include Aws::Structure
end

#recommendation_id ⇒ String

The recommendation ID which uniquely identifies each recommendation.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 23306

class InferenceRecommendation < Struct.new(
  :recommendation_id,
  :metrics,
  :endpoint_configuration,
  :model_configuration,
  :invocation_end_time,
  :invocation_start_time)
  SENSITIVE = []
  include Aws::Structure
end