Class: Aws::SageMaker::Types::RecommendationJobInferenceBenchmark

Inherits:

Struct

• Object
• Struct
• Aws::SageMaker::Types::RecommendationJobInferenceBenchmark

Defined in:

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

Overview

The details for a specific benchmark from an Inference Recommender job.

See Also:

• AWS API Documentation

Constant Summary

SENSITIVE =

[]

Instance Attribute Summary

• #endpoint_configuration ⇒ Types::EndpointOutputConfiguration

  The endpoint configuration made by Inference Recommender during a recommendation job.

• #endpoint_metrics ⇒ Types::InferenceMetrics

  The metrics for an existing endpoint compared in an Inference Recommender job.

• #failure_reason ⇒ String

  The reason why a benchmark failed.

• #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 of recommendations.

• #model_configuration ⇒ Types::ModelConfiguration

  Defines the model configuration.

Instance Attribute Details

#endpoint_configuration ⇒ Types::EndpointOutputConfiguration

The endpoint configuration made by Inference Recommender during a recommendation job.

Returns:

• (Types::EndpointOutputConfiguration)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 41282

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

#endpoint_metrics ⇒ Types::InferenceMetrics

The metrics for an existing endpoint compared in an Inference Recommender job.

Returns:

• (Types::InferenceMetrics)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 41282

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

#failure_reason ⇒ String

The reason why a benchmark failed.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 41282

class RecommendationJobInferenceBenchmark < Struct.new(
  :metrics,
  :endpoint_metrics,
  :endpoint_configuration,
  :model_configuration,
  :failure_reason,
  :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 41282

class RecommendationJobInferenceBenchmark < Struct.new(
  :metrics,
  :endpoint_metrics,
  :endpoint_configuration,
  :model_configuration,
  :failure_reason,
  :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 41282

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

#metrics ⇒ Types::RecommendationMetrics

The metrics of recommendations.

Returns:

• (Types::RecommendationMetrics)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 41282

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

#model_configuration ⇒ Types::ModelConfiguration

Defines the model configuration. Includes the specification name and environment parameters.

Returns:

• (Types::ModelConfiguration)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 41282

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