[ aws . lookoutvision ]

describe-model

Description

Describes a version of an Amazon Lookout for Vision model.

See also: AWS API Documentation

See ‘aws help’ for descriptions of global parameters.

Synopsis

  describe-model
--project-name <value>
--model-version <value>
[--cli-input-json | --cli-input-yaml]
[--generate-cli-skeleton <value>]

Options

--project-name (string)

The project that contains the version of a model that you want to describe.

--model-version (string)

The version of the model that you want to describe.

--cli-input-json | --cli-input-yaml (string) Reads arguments from the JSON string provided. The JSON string follows the format provided by --generate-cli-skeleton. If other arguments are provided on the command line, those values will override the JSON-provided values. It is not possible to pass arbitrary binary values using a JSON-provided value as the string will be taken literally. This may not be specified along with --cli-input-yaml.

--generate-cli-skeleton (string) Prints a JSON skeleton to standard output without sending an API request. If provided with no value or the value input, prints a sample input JSON that can be used as an argument for --cli-input-json. Similarly, if provided yaml-input it will print a sample input YAML that can be used with --cli-input-yaml. If provided with the value output, it validates the command inputs and returns a sample output JSON for that command.

See ‘aws help’ for descriptions of global parameters.

Output

ModelDescription -> (structure)

Contains the description of the model.

ModelVersion -> (string)

The version of the model

ModelArn -> (string)

The Amazon Resource Name (ARN) of the model.

CreationTimestamp -> (timestamp)

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

Description -> (string)

The description for the model.

Status -> (string)

The status of the model.

StatusMessage -> (string)

The status message for the model.

Performance -> (structure)

Performance metrics for the model. Created during training.

F1Score -> (float)

The overall F1 score metric for the trained model.

Recall -> (float)

The overall recall metric value for the trained model.

Precision -> (float)

The overall precision metric value for the trained model.

OutputConfig -> (structure)

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

S3Location -> (structure)

The S3 location for the output.

Bucket -> (string)

The S3 bucket that contain the manifest file.

Prefix -> (string)

The path and name of the manifest file with the S3 bucket.

EvaluationManifest -> (structure)

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.

Bucket -> (string)

The bucket that contains the training output.

Key -> (string)

The location of the training output in the bucket.

EvaluationResult -> (structure)

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

Bucket -> (string)

The bucket that contains the training output.

Key -> (string)

The location of the training output in the bucket.

EvaluationEndTimestamp -> (timestamp)

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

KmsKeyId -> (string)

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