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
HTTP request
POST https://{service-endpoint}/v1beta1/{parent}/trials:listOptimalTrials
Where {service-endpoint}
is one of the supported service endpoints.
Path parameters
Parameters | |
---|---|
parent |
Required. The name of the Study that the optimal Trial belongs to. |
Request body
The request body must be empty.
Response body
Response message for VizierService.ListOptimalTrials
.
If successful, the response body contains data with the following structure:
JSON representation |
---|
{
"optimalTrials": [
{
object ( |
Fields | |
---|---|
optimalTrials[] |
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 |
Authorization scopes
Requires the following OAuth scope:
https://www.googleapis.com/auth/cloud-platform
For more information, see the Authentication Overview.
IAM Permissions
Requires the following IAM permission on the parent
resource:
aiplatform.trials.list
For more information, see the IAM documentation.