ModelDescription
Describes an Amazon Lookout for Vision model.
Contents
- CreationTimestamp
-
The unix timestamp for the date and time that the model was created.
Type: Timestamp
Required: No
- Description
-
The description for the model.
Type: String
Length Constraints: Minimum length of 1. Maximum length of 500.
Pattern:
[0-9A-Za-z\.\-_]*Required: No
- EvaluationEndTimestamp
-
The unix timestamp for the date and time that the evaluation ended.
Type: Timestamp
Required: No
- EvaluationManifest
-
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
- EvaluationResult
-
The S3 location where Amazon Lookout for Vision saves the performance metrics.
Type: OutputS3Object object
Required: No
- KmsKeyId
-
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
- MaxInferenceUnits
-
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
- MinInferenceUnits
-
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
- ModelArn
-
The Amazon Resource Name (ARN) of the model.
Type: String
Required: No
- ModelVersion
-
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
- OutputConfig
-
The S3 location where Amazon Lookout for Vision saves model training files.
Type: OutputConfig object
Required: No
- Performance
-
Performance metrics for the model. Created during training.
Type: ModelPerformance object
Required: No
- Status
-
The status of the model.
Type: String
Valid Values:
TRAINING | TRAINED | TRAINING_FAILED | STARTING_HOSTING | HOSTED | HOSTING_FAILED | STOPPING_HOSTING | SYSTEM_UPDATING | DELETINGRequired: No
- StatusMessage
-
The status message for the model.
Type: String
Required: No
See Also
For more information about using this API in one of the language-specific AWS SDKs, see the following:
