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Interface ModelDescription

Describes an Amazon Lookout for Vision model.

Hierarchy

  • ModelDescription

Index

Properties

Optional CreationTimestamp

CreationTimestamp: Date

The unix timestamp for the date and time that the model was created.

Optional Description

Description: undefined | string

The description for the model.

Optional EvaluationEndTimestamp

EvaluationEndTimestamp: Date

The unix timestamp for the date and time that the evaluation ended.

Optional EvaluationManifest

EvaluationManifest: OutputS3Object

The S3 location where Amazon Lookout for Vision saves the manifest file that was used to test the trained model and generate the performance scores.

Optional EvaluationResult

EvaluationResult: OutputS3Object

The S3 location where Amazon Lookout for Vision saves the performance metrics.

Optional KmsKeyId

KmsKeyId: undefined | string

The identifer for the AWS Key Management Service (AWS KMS) key that was used to encrypt the model during training.

Optional MaxInferenceUnits

MaxInferenceUnits: undefined | number

The maximum number of inference units Amazon Lookout for Vision uses to auto-scale the model. For more information, see StartModel.

Optional MinInferenceUnits

MinInferenceUnits: undefined | number

The minimum number of inference units used by the model. For more information, see StartModel

Optional ModelArn

ModelArn: undefined | string

The Amazon Resource Name (ARN) of the model.

Optional ModelVersion

ModelVersion: undefined | string

The version of the model

Optional OutputConfig

OutputConfig: OutputConfig

The S3 location where Amazon Lookout for Vision saves model training files.

Optional Performance

Performance: ModelPerformance

Performance metrics for the model. Created during training.

Optional Status

Status: ModelStatus | string

The status of the model.

Optional StatusMessage

StatusMessage: undefined | string

The status message for the model.