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AIRecommendation - Amazon SageMaker

AIRecommendation

An optimization recommendation generated by an AI recommendation job.

Contents

AIBenchmarkJobArn

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

Type: String

Length Constraints: Minimum length of 0. Maximum length of 256.

Pattern: arn:aws[a-z\-]*:sagemaker:[a-z0-9\-]*:[0-9]{12}:ai-benchmark-job/[a-zA-Z0-9](-*[a-zA-Z0-9]){0,62}

Required: No

DeploymentConfiguration

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

Type: AIRecommendationDeploymentConfiguration object

Required: No

ExpectedPerformance

The expected performance metrics for this recommendation.

Type: Array of AIRecommendationPerformanceMetric objects

Required: No

ModelDetails

Details about the model package associated with this recommendation.

Type: AIRecommendationModelDetails object

Required: No

OptimizationDetails

The optimization techniques applied in this recommendation.

Type: Array of AIRecommendationOptimizationDetail objects

Required: No

RecommendationDescription

A description of the recommendation.

Type: String

Required: No

See Also

For more information about using this API in one of the language-specific AWS SDKs, see the following: