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

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

Overview

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

Constant Summary collapse

SENSITIVE =
[]

Instance Attribute Summary collapse

Instance Attribute Details

#endpoint_configurationTypes::EndpointOutputConfiguration

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



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# File 'lib/aws-sdk-sagemaker/types.rb', line 38869

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_metricsTypes::InferenceMetrics

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



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# File 'lib/aws-sdk-sagemaker/types.rb', line 38869

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_reasonString

The reason why a benchmark failed.

Returns:

  • (String)


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# File 'lib/aws-sdk-sagemaker/types.rb', line 38869

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_timeTime

A timestamp that shows when the benchmark completed.

Returns:

  • (Time)


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# File 'lib/aws-sdk-sagemaker/types.rb', line 38869

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_timeTime

A timestamp that shows when the benchmark started.

Returns:

  • (Time)


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# File 'lib/aws-sdk-sagemaker/types.rb', line 38869

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

#metricsTypes::RecommendationMetrics

The metrics of recommendations.



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# File 'lib/aws-sdk-sagemaker/types.rb', line 38869

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_configurationTypes::ModelConfiguration

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



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# File 'lib/aws-sdk-sagemaker/types.rb', line 38869

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