Class: Aws::SageMaker::Types::RecommendationJobStoppingConditions

Inherits:

Struct

• Object
• Struct
• Aws::SageMaker::Types::RecommendationJobStoppingConditions

Defined in:

gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb

Overview

Specifies conditions for stopping a job. When a job reaches a stopping condition limit, SageMaker ends the job.

See Also:

• AWS API Documentation

Constant Summary

SENSITIVE =

[]

Instance Attribute Summary

• #flat_invocations ⇒ String

  Stops a load test when the number of invocations (TPS) peaks and flattens, which means that the instance has reached capacity.

• #max_invocations ⇒ Integer

  The maximum number of requests per minute expected for the endpoint.

• #model_latency_thresholds ⇒ Array<Types::ModelLatencyThreshold>

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

Instance Attribute Details

#flat_invocations ⇒ String

Stops a load test when the number of invocations (TPS) peaks and flattens, which means that the instance has reached capacity. The default value is Stop. If you want the load test to continue after invocations have flattened, set the value to Continue.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 43660

class RecommendationJobStoppingConditions < Struct.new(
  :max_invocations,
  :model_latency_thresholds,
  :flat_invocations)
  SENSITIVE = []
  include Aws::Structure
end

#max_invocations ⇒ Integer

The maximum number of requests per minute expected for the endpoint.

Returns:

• (Integer)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 43660

class RecommendationJobStoppingConditions < Struct.new(
  :max_invocations,
  :model_latency_thresholds,
  :flat_invocations)
  SENSITIVE = []
  include Aws::Structure
end

#model_latency_thresholds ⇒ Array<Types::ModelLatencyThreshold>

The interval of time taken by a model to respond as viewed from SageMaker. The interval includes the local communication time 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.

Returns:

• (Array<Types::ModelLatencyThreshold>)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 43660

class RecommendationJobStoppingConditions < Struct.new(
  :max_invocations,
  :model_latency_thresholds,
  :flat_invocations)
  SENSITIVE = []
  include Aws::Structure
end