Google Cloud Ai Platform V1 Client - Class MedianAutomatedStoppingSpec (1.4.0)

Version 1.4.0

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Reference documentation and code samples for the Google Cloud Ai Platform V1 Client class MedianAutomatedStoppingSpec.

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.

Generated from protobuf message google.cloud.aiplatform.v1.StudySpec.MedianAutomatedStoppingSpec

Namespace

Google \ Cloud \ AIPlatform \ V1 \ StudySpec

Methods

__construct

Constructor.

Parameters
Name	Description
data	array Optional. Data for populating the Message object.
↳ use_elapsed_duration	bool 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.

getUseElapsedDuration

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
Type	Description
bool

setUseElapsedDuration

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.

Parameter
Name	Description
var	bool

Returns
Type	Description
$this