RecommendationJobInferenceBenchmark - Amazon SageMaker

RecommendationJobInferenceBenchmark

The details for a specific benchmark from an Inference Recommender job.

Contents

ModelConfiguration

Defines the model configuration. Includes the specification name and environment parameters.

Type: ModelConfiguration object

Required: Yes

EndpointConfiguration

The endpoint configuration made by Inference Recommender during a recommendation job.

Type: EndpointOutputConfiguration object

Required: No

EndpointMetrics

The metrics for an existing endpoint compared in an Inference Recommender job.

Type: InferenceMetrics object

Required: No

FailureReason

The reason why a benchmark failed.

Type: String

Required: No

InvocationEndTime

A timestamp that shows when the benchmark completed.

Type: Timestamp

Required: No

InvocationStartTime

A timestamp that shows when the benchmark started.

Type: Timestamp

Required: No

Metrics

The metrics of recommendations.

Type: RecommendationMetrics object

Required: No

See Also

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