InferenceExecutionSummary

Contains information about the specific inference execution, including input and output data configuration, inference scheduling information, status, and so on.

CustomerResultObject

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

Type: S3Object object

Required: No

DataEndTime

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

Type: Timestamp

Required: No

DataInputConfiguration

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

Type: InferenceInputConfiguration object

Required: No

DataOutputConfiguration

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

Type: InferenceOutputConfiguration object

Required: No

DataStartTime

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

Type: Timestamp

Required: No

FailedReason

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

InferenceSchedulerArn

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

InferenceSchedulerName

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

ModelArn

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

ModelName

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

ModelVersion

The model version used for the inference execution.

Type: Long

Valid Range: Minimum value of 1.

Required: No

ModelVersionArn

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

ScheduledStartTime

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

Type: Timestamp

Required: No

Status

Indicates the status of the inference execution.

Type: String

Valid Values: IN_PROGRESS | SUCCESS | FAILED

Required: No

InferenceExecutionSummary

Contents

See Also