Wuwan, Qi f81ead2467 ModelArts API 24.3.0 20241128 version

Reviewed-by: Pruthi, Vineet <vineet.pruthi@t-systems.com>
Co-authored-by: Wuwan, Qi <wuwanqi1@noreply.gitea.eco.tsi-dev.otc-service.com>
Co-committed-by: Wuwan, Qi <wuwanqi1@noreply.gitea.eco.tsi-dev.otc-service.com>

2024-11-29 09:04:54 +00:00

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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

**Table 1** Path Parameters
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

**Table 2** Response body parameters
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

{
  "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.

Parent topic: Training Management

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