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.