Class: Aws::SageMaker::Types::ScalingPolicyMetric

Inherits:

Struct

Object
Struct
Aws::SageMaker::Types::ScalingPolicyMetric

show all

Includes:: Aws::Structure

Defined in:: lib/aws-sdk-sagemaker/types.rb

Overview

The metric for a scaling policy.

Constant Summary collapse

SENSITIVE =

[]

Instance Attribute Summary collapse

#invocations_per_instance ⇒ Integer

The number of invocations sent to a model, normalized by ‘InstanceCount` in each ProductionVariant.
#model_latency ⇒ Integer

The interval of time taken by a model to respond as viewed from SageMaker.

Instance Attribute Details

#invocations_per_instance ⇒ `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.

Returns:

(Integer)

# File 'lib/aws-sdk-sagemaker/types.rb', line 40321

class ScalingPolicyMetric < Struct.new(
  :invocations_per_instance,
  :model_latency)
  SENSITIVE = []
  include Aws::Structure
end

#model_latency ⇒ `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.