Class: Aws::SageMaker::Types::AIRecommendation

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

Overview

An optimization recommendation generated by an AI recommendation job.

See Also:

Constant Summary collapse

SENSITIVE = 
[]

Instance Attribute Summary collapse

Instance Attribute Details

#ai_benchmark_job_arn ⇒ String

The Amazon Resource Name (ARN) of the benchmark job associated with this recommendation.

Returns:

  • (String) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 296

class AIRecommendation < Struct.new(
  :recommendation_description,
  :optimization_details,
  :model_details,
  :deployment_configuration,
  :ai_benchmark_job_arn,
  :expected_performance)
  SENSITIVE = []
  include Aws::Structure
end

#deployment_configuration ⇒ Types::AIRecommendationDeploymentConfiguration

The deployment configuration for this recommendation, including the container image, instance type, instance count, and environment variables.

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 296

class AIRecommendation < Struct.new(
  :recommendation_description,
  :optimization_details,
  :model_details,
  :deployment_configuration,
  :ai_benchmark_job_arn,
  :expected_performance)
  SENSITIVE = []
  include Aws::Structure
end

#expected_performance ⇒ Array<Types::AIRecommendationPerformanceMetric>

The expected performance metrics for this recommendation.

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 296

class AIRecommendation < Struct.new(
  :recommendation_description,
  :optimization_details,
  :model_details,
  :deployment_configuration,
  :ai_benchmark_job_arn,
  :expected_performance)
  SENSITIVE = []
  include Aws::Structure
end

#model_details ⇒ Types::AIRecommendationModelDetails

Details about the model package associated with this recommendation.

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 296

class AIRecommendation < Struct.new(
  :recommendation_description,
  :optimization_details,
  :model_details,
  :deployment_configuration,
  :ai_benchmark_job_arn,
  :expected_performance)
  SENSITIVE = []
  include Aws::Structure
end

#optimization_details ⇒ Array<Types::AIRecommendationOptimizationDetail>

The optimization techniques applied in this recommendation.

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 296

class AIRecommendation < Struct.new(
  :recommendation_description,
  :optimization_details,
  :model_details,
  :deployment_configuration,
  :ai_benchmark_job_arn,
  :expected_performance)
  SENSITIVE = []
  include Aws::Structure
end

#recommendation_description ⇒ String

A description of the recommendation.

Returns:

  • (String) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 296

class AIRecommendation < Struct.new(
  :recommendation_description,
  :optimization_details,
  :model_details,
  :deployment_configuration,
  :ai_benchmark_job_arn,
  :expected_performance)
  SENSITIVE = []
  include Aws::Structure
end