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
Arguments
Parameters | |
---|---|
parent |
Required. The name of the Study that the optimal Trial belongs to. |
region |
Required. Region of the HTTP endpoint. For example, if region is set to |
Raised exceptions
Exceptions | |
---|---|
ConnectionError |
In case of a network problem (such as DNS failure or refused connection). |
HttpError |
If the response status is >= 400 (excluding 429 and 503). |
TimeoutError |
If a long-running operation takes longer to finish than the specified timeout limit. |
TypeError |
If an operation or function receives an argument of the wrong type. |
ValueError |
If an operation or function receives an argument of the right type but an inappropriate value. For example, a negative timeout. |
Response
If successful, the response contains an instance of GoogleCloudAiplatformV1beta1ListOptimalTrialsResponse
.
Subworkflow snippet
Some fields might be optional or required. To identify required fields, refer to the API documentation.
YAML
- listOptimalTrials: call: googleapis.aiplatform.v1beta1.projects.locations.studies.trials.listOptimalTrials args: parent: ... region: ... result: listOptimalTrialsResult
JSON
[ { "listOptimalTrials": { "call": "googleapis.aiplatform.v1beta1.projects.locations.studies.trials.listOptimalTrials", "args": { "parent": "...", "region": "..." }, "result": "listOptimalTrialsResult" } } ]