MetricQuery - Amazon SageMaker

MetricQuery

Specifies a query to retrieve training metrics from SageMaker.

Contents

MetricName

The name of the metric to retrieve.

Type: String

Length Constraints: Minimum length of 1. Maximum length of 255.

Pattern: .+

Required: Yes

MetricStat

The metrics stat type of metrics to retrieve.

Type: String

Valid Values: Min | Max | Avg | Count | StdDev | Last

Required: Yes

Period

The time period of metrics to retrieve.

Type: String

Valid Values: OneMinute | FiveMinute | OneHour | IterationNumber

Required: Yes

ResourceArn

The ARN of the SageMaker resource to retrieve metrics for.

Type: String

Length Constraints: Maximum length of 2048.

Pattern: arn:aws[a-z\-]*:sagemaker:[a-z0-9\-]*:[0-9]{12}:[a-z\-].*/.*

Required: Yes

XAxisType

The x-axis type of metrics to retrieve.

Type: String

Valid Values: IterationNumber | Timestamp

Required: Yes

End

The end time of metrics to retrieve.

Type: Long

Required: No

Start

The start time of metrics to retrieve.

Type: Long

Required: No

See Also

For more information about using this API in one of the language-specific AWS SDKs, see the following: