class Google::Apis::MlV1::GoogleCloudMlV1AutomatedStoppingConfig
Configuration for Automated Early Stopping of Trials. If no implementation_config is set, automated early stopping will not be run.
Attributes
Corresponds to the JSON property `decayCurveStoppingConfig` @return [Google::Apis::MlV1::GoogleCloudMlV1AutomatedStoppingConfigDecayCurveAutomatedStoppingConfig]
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. Corresponds to the JSON property `medianAutomatedStoppingConfig` @return [Google::Apis::MlV1::GoogleCloudMlV1AutomatedStoppingConfigMedianAutomatedStoppingConfig]
Public Class Methods
# File lib/google/apis/ml_v1/classes.rb, line 586 def initialize(**args) update!(**args) end
Public Instance Methods
Update properties of this object
# File lib/google/apis/ml_v1/classes.rb, line 591 def update!(**args) @decay_curve_stopping_config = args[:decay_curve_stopping_config] if args.key?(:decay_curve_stopping_config) @median_automated_stopping_config = args[:median_automated_stopping_config] if args.key?(:median_automated_stopping_config) end