optimal_trials

Creates, updates, deletes, gets or lists an optimal_trials resource.

Overview

Name	optimal_trials
Type	Resource
Id	google.aiplatform.optimal_trials

Fields

The following fields are returned by SELECT queries:

list_optimal_trials

Name	Datatype	Description
optimalTrials	array	The pareto-optimal Trials for multiple objective Study or the optimal trial for single objective Study. The definition of pareto-optimal can be checked in wiki page. https://en.wikipedia.org/wiki/Pareto_efficiency

Methods

The following methods are available for this resource:

Name	Accessible by	Required Params	Optional Params	Description
list_optimal_trials	select	projectsId, locationsId, studiesId		Lists the pareto-optimal Trials for multi-objective Study or the optimal Trials for single-objective Study. The definition of pareto-optimal can be checked in wiki page. https://en.wikipedia.org/wiki/Pareto_efficiency

Parameters

Parameters can be passed in the WHERE clause of a query. Check the Methods section to see which parameters are required or optional for each operation.

Name	Datatype	Description
locationsId	string
projectsId	string
studiesId	string

SELECT examples

list_optimal_trials

Lists the pareto-optimal Trials for multi-objective Study or the optimal Trials for single-objective Study. The definition of pareto-optimal can be checked in wiki page. https://en.wikipedia.org/wiki/Pareto_efficiency

SELECT
optimalTrials
FROM google.aiplatform.optimal_trials
WHERE projectsId = '{{ projectsId }}' -- required
AND locationsId = '{{ locationsId }}' -- required
AND studiesId = '{{ studiesId }}' -- required
;