Class: Google::Cloud::AIPlatform::V1::StudySpec::MedianAutomatedStoppingSpec

Inherits:
Object
  • Object
show all
Extended by:
Protobuf::MessageExts::ClassMethods
Includes:
Protobuf::MessageExts
Defined in:
proto_docs/google/cloud/aiplatform/v1/study.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 collapse

Instance Attribute Details

#use_elapsed_duration ⇒ ::Boolean

Returns 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.

Returns:

  • (::Boolean) —

    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.



514
515
516
517
 
# File 'proto_docs/google/cloud/aiplatform/v1/study.rb', line 514

class MedianAutomatedStoppingSpec
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods
end