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

#adapter_details ⇒ Types::AIRecommendationAdapterDetails

The LoRA adapter details for this recommendation. This field contains both the model package ARNs and Amazon S3 URIs for each adapter, regardless of which form was originally supplied. This field is absent when the job was created without LoRA adapters.

Returns:



421
422
423
424
425
426
427
428
429
430
431
 
# File 'lib/aws-sdk-sagemaker/types.rb', line 421

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

#ai_benchmark_job_arn ⇒ String

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

Returns:

  • (String) 


421
422
423
424
425
426
427
428
429
430
431
 
# File 'lib/aws-sdk-sagemaker/types.rb', line 421

class AIRecommendation < Struct.new(
  :recommendation_description,
  :optimization_details,
  :model_details,
  :deployment_configuration,
  :ai_benchmark_job_arn,
  :expected_performance,
  :adapter_details)
  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:



421
422
423
424
425
426
427
428
429
430
431
 
# File 'lib/aws-sdk-sagemaker/types.rb', line 421

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

#expected_performance ⇒ Array<Types::AIRecommendationPerformanceMetric>

The expected performance metrics for this recommendation.

Returns:



421
422
423
424
425
426
427
428
429
430
431
 
# File 'lib/aws-sdk-sagemaker/types.rb', line 421

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

#model_details ⇒ Types::AIRecommendationModelDetails

Details about the model package associated with this recommendation.

Returns:



421
422
423
424
425
426
427
428
429
430
431
 
# File 'lib/aws-sdk-sagemaker/types.rb', line 421

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

#optimization_details ⇒ Array<Types::AIRecommendationOptimizationDetail>

The optimization techniques applied in this recommendation.

Returns:



421
422
423
424
425
426
427
428
429
430
431
 
# File 'lib/aws-sdk-sagemaker/types.rb', line 421

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

#recommendation_description ⇒ String

A description of the recommendation.

Returns:

  • (String) 


421
422
423
424
425
426
427
428
429
430
431
 
# File 'lib/aws-sdk-sagemaker/types.rb', line 421

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