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

Inherits:

Struct

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

Includes:

Aws::Structure

Defined in:

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 'lib/aws-sdk-sagemaker/types.rb', line 40981

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 'lib/aws-sdk-sagemaker/types.rb', line 40981

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 'lib/aws-sdk-sagemaker/types.rb', line 40981

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