AIRecommendation
An optimization recommendation generated by an AI recommendation job.
Contents
- AdapterDetails
-
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.
Type: AIRecommendationAdapterDetails object
Required: No
- 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:
