# AIRecommendation
<a name="API_AIRecommendation"></a>

An optimization recommendation generated by an AI recommendation job.

## Contents
<a name="API_AIRecommendation_Contents"></a>

 ** AIBenchmarkJobArn **   <a name="sagemaker-Type-AIRecommendation-AIBenchmarkJobArn"></a>
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 **   <a name="sagemaker-Type-AIRecommendation-DeploymentConfiguration"></a>
The deployment configuration for this recommendation, including the container image, instance type, instance count, and environment variables.  
Type: [AIRecommendationDeploymentConfiguration](API_AIRecommendationDeploymentConfiguration.md) object  
Required: No

 ** ExpectedPerformance **   <a name="sagemaker-Type-AIRecommendation-ExpectedPerformance"></a>
The expected performance metrics for this recommendation.  
Type: Array of [AIRecommendationPerformanceMetric](API_AIRecommendationPerformanceMetric.md) objects  
Required: No

 ** ModelDetails **   <a name="sagemaker-Type-AIRecommendation-ModelDetails"></a>
Details about the model package associated with this recommendation.  
Type: [AIRecommendationModelDetails](API_AIRecommendationModelDetails.md) object  
Required: No

 ** OptimizationDetails **   <a name="sagemaker-Type-AIRecommendation-OptimizationDetails"></a>
The optimization techniques applied in this recommendation.  
Type: Array of [AIRecommendationOptimizationDetail](API_AIRecommendationOptimizationDetail.md) objects  
Required: No

 ** RecommendationDescription **   <a name="sagemaker-Type-AIRecommendation-RecommendationDescription"></a>
A description of the recommendation.  
Type: String  
Required: No

## See Also
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For more information about using this API in one of the language-specific AWS SDKs, see the following:
+  [AWS SDK for C\$1\$1](https://docs.aws.amazon.com/goto/SdkForCpp/sagemaker-2017-07-24/AIRecommendation) 
+  [AWS SDK for Java V2](https://docs.aws.amazon.com/goto/SdkForJavaV2/sagemaker-2017-07-24/AIRecommendation) 
+  [AWS SDK for Ruby V3](https://docs.aws.amazon.com/goto/SdkForRubyV3/sagemaker-2017-07-24/AIRecommendation)