ScalingPolicyMetric
¶
Source code in docs_src/capo_sagemaker/types/scaling_policy_metric.py
invocations_per_instance
instance-attribute
¶
invocations_per_instance: NotRequired[Integer]
The number of invocations sent to a model, normalized by InstanceCount in each ProductionVariant. 1/numberOfInstances is sent as the value on each request, where numberOfInstances is the number of active instances for the ProductionVariant behind the endpoint at the time of the request.
model_latency
instance-attribute
¶
model_latency: NotRequired[Integer]
The interval of time taken by a model to respond as viewed from SageMaker. This interval includes the local communication times taken to send the request and to fetch the response from the container of a model and the time taken to complete the inference in the container.