InferenceExecutionSummary

The S3 object that the inference execution results were uploaded to.

Type: S3Object object

Required: No

Indicates the time reference in the dataset at which the inference execution stopped.

Type: Timestamp

Required: No

Specifies configuration information for the input data for the inference scheduler, including delimiter, format, and dataset location.

Type: InferenceInputConfiguration object

Required: No

Specifies configuration information for the output results from for the inference execution, including the output Amazon S3 location.

Type: InferenceOutputConfiguration object

Required: No

Indicates the time reference in the dataset at which the inference execution began.

Type: Timestamp

Required: No

Specifies the reason for failure when an inference execution has failed.

Type: String

Length Constraints: Minimum length of 1. Maximum length of 5000.

Pattern: [\P{M}\p{M}]{1,5000}

Required: No

The Amazon Resource Name (ARN) of the inference scheduler being used for the inference execution.

Type: String

Length Constraints: Minimum length of 20. Maximum length of 2048.

Pattern: arn:aws(-[^:]+)?:lookoutequipment:[a-zA-Z0-9\-]*:[0-9]{12}:inference-scheduler\/.+

Required: No

The name of the inference scheduler being used for the inference execution.

Type: String

Length Constraints: Minimum length of 1. Maximum length of 200.

Pattern: ^[0-9a-zA-Z_-]{1,200}$

Required: No

The Amazon Resource Name (ARN) of the machine learning model used for the inference execution.

Type: String

Length Constraints: Minimum length of 20. Maximum length of 2048.

Pattern: arn:aws(-[^:]+)?:lookoutequipment:[a-zA-Z0-9\-]*:[0-9]{12}:model\/.+

Required: No

The name of the machine learning model being used for the inference execution.

Type: String

Length Constraints: Minimum length of 1. Maximum length of 200.

Pattern: ^[0-9a-zA-Z_-]{1,200}$

Required: No

The model version used for the inference execution.

Type: Long

Valid Range: Minimum value of 1.

Required: No

The Amazon Resource Number (ARN) of the model version used for the inference execution.

Type: String

Length Constraints: Minimum length of 20. Maximum length of 2048.

Pattern: ^arn:aws(-[^:]+)?:lookoutequipment:[a-zA-Z0-9\-]*:[0-9]{12}:model\/[0-9a-zA-Z_-]{1,200}\/.+\/model-version\/[0-9]{1,}$

Required: No

Indicates the start time at which the inference scheduler began the specific inference execution.

Type: Timestamp

Required: No

Indicates the status of the inference execution.

Type: String

Valid Values: IN_PROGRESS | SUCCESS | FAILED

Required: No