View Source GoogleApi.AIPlatform.V1.Model.GoogleCloudAiplatformV1StudySpecMedianAutomatedStoppingSpec (google_api_ai_platform v0.13.0)

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.

Attributes

  • useElapsedDuration (type: boolean(), default: nil) - 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.

Summary

Types

t()

Functions

decode(value, options)

Unwrap a decoded JSON object into its complex fields.

Types

Link to this type

t()

View Source 
@type t() ::
  %GoogleApi.AIPlatform.V1.Model.GoogleCloudAiplatformV1StudySpecMedianAutomatedStoppingSpec{
    useElapsedDuration: boolean() | nil
  }

Functions

Link to this function

decode(value, options)

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@spec decode(struct(), keyword()) :: struct()

Unwrap a decoded JSON object into its complex fields.