Class: Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1StudySpecMedianAutomatedStoppingSpec

Inherits:

Object

• Object
• Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1StudySpecMedianAutomatedStoppingSpec

Includes:

Core::Hashable, Core::JsonObjectSupport

Defined in:

lib/google/apis/aiplatform_v1beta1/classes.rb,
lib/google/apis/aiplatform_v1beta1/representations.rb,
lib/google/apis/aiplatform_v1beta1/representations.rb

Overview

The median automated stopping rule stops a pending Trial if the Trial's best objective_value is strictly below the median 'performance' of all completed Trials reported up to the Trial's last measurement. Currently, 'performance' refers to the running average of the objective values reported by the Trial in each measurement.

Instance Attribute Summary

• #use_elapsed_duration ⇒ Boolean (also: #use_elapsed_duration?)

  True if median automated stopping rule applies on Measurement.elapsed_duration.

Instance Method Summary

• #initialize(**args) ⇒ GoogleCloudAiplatformV1beta1StudySpecMedianAutomatedStoppingSpec constructor

  A new instance of GoogleCloudAiplatformV1beta1StudySpecMedianAutomatedStoppingSpec.

• #update!(**args) ⇒ Object

  Update properties of this object.

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1beta1StudySpecMedianAutomatedStoppingSpec

Returns a new instance of GoogleCloudAiplatformV1beta1StudySpecMedianAutomatedStoppingSpec.

# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 51831

def initialize(**args)
   update!(**args)
end

Instance Attribute Details

#use_elapsed_duration ⇒ Boolean Also known as: use_elapsed_duration?

True if median automated stopping rule applies on Measurement.elapsed_duration. It means that elapsed_duration field of latest measurement of current Trial is used to compute median objective value for each completed Trials. Corresponds to the JSON property useElapsedDuration

Returns:

• (Boolean)

# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 51828

def use_elapsed_duration
  @use_elapsed_duration
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object

# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 51836

def update!(**args)
  @use_elapsed_duration = args[:use_elapsed_duration] if args.key?(:use_elapsed_duration)
end