Obtaining the Hyperparameter Sensitivity Analysis Result¶
Function¶
This API is used to obtain the summary of hyperparameter sensitivity analysis results.
URI¶
GET /v2/{project_id}/training-jobs/{training_job_id}/autosearch-parameter-analysis
Parameter | Mandatory | Type | Description |
|---|---|---|---|
project_id | Yes | String | Project ID. For details, see Obtaining a Project ID and Name. |
training_job_id | Yes | String | ID of a training job. |
Request Parameters¶
None
Response Parameters¶
Status code: 200
Parameter | Type | Description |
|---|---|---|
header | Array of strings | Field of a trial searched using hyperparameters. |
data | Array<Array<String>> | Each data list of a trial searched using hyperparameters. |
Example Requests¶
The following shows how to query the hyperparameter sensitivity analysis result of the job whose training_job_id is 04f679b17380d32a2f32c00335c4b5ba.
GET https://endpoint/v2/{project_id}/training-jobs/04f679b17380d32a2f32c00335c4b5ba/autosearch-parameter-analysis
Example Responses¶
Status code: 200
ok
{
"header" : [ "parameters", "the mean/std of importance" ],
"data" : [ [ "batch_size", "0.2443/0.3867" ], [ "learning_rate", "0.6992/0.4040" ] ]
}
Status Codes¶
Status Code | Description |
|---|---|
200 | ok |
Error Codes¶
See Error Codes.