Model Quality CloudWatch Metrics - Amazon SageMaker

Model Quality CloudWatch Metrics

If you set the value of the enable_cloudwatch_metrics to True when you create the monitoring schedule, model quality monitoring jobs send all metrics to Amazon CloudWatch.

Model quality metrics appear in the following namespace:

  • For real-time endpoints: aws/sagemaker/Endpoints/model-metrics

  • For batch transform jobs: aws/sagemaker/ModelMonitoring/model-metrics

For a list of the metrics that are emitted, see Model Quality Metrics.

You can use CloudWatch metrics to create an alarm when a specific metric doesn't meet the threshold you specify. For instructions about how to create CloudWatch alarms, see Create a CloudWatch Alarm Based on a Static Threshold in the Amazon CloudWatch User Guide.