ModelDescription

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

Type: Timestamp

Required: No

The description for the model.

Type: String

Length Constraints: Minimum length of 1. Maximum length of 500.

Pattern: [0-9A-Za-z\.\-_]*

Required: No

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

Type: Timestamp

Required: No

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.

Type: OutputS3Object object

Required: No

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

Type: OutputS3Object object

Required: No

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

Type: String

Length Constraints: Minimum length of 1. Maximum length of 2048.

Pattern: ^[A-Za-z0-9][A-Za-z0-9:_/+=,@.-]{0,2048}$

Required: No

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

Type: Integer

Valid Range: Minimum value of 1.

Required: No

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

Type: Integer

Valid Range: Minimum value of 1.

Required: No

The Amazon Resource Name (ARN) of the model.

Type: String

Required: No

The version of the model

Type: String

Length Constraints: Minimum length of 1. Maximum length of 10.

Pattern: ([1-9][0-9]*|latest)

Required: No

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

Type: OutputConfig object

Required: No

Performance metrics for the model. Created during training.

Type: ModelPerformance object

Required: No

The status of the model.

Type: String

Valid Values: TRAINING | TRAINED | TRAINING_FAILED | STARTING_HOSTING | HOSTED | HOSTING_FAILED | STOPPING_HOSTING | SYSTEM_UPDATING | DELETING

Required: No

The status message for the model.

Type: String

Required: No