Update an evaluation job (Studio) - Amazon SageMaker AI

Update an evaluation job (Studio)

Complete the following steps to update the details of an evaluation job, created externally or with SageMaker AI, associated with your model.

To update (and view) details related to the evaluation job:

  1. On the Evaluate tab, view the status of the evaluation job. The status is Complete if you added an evaluation job to your model package and Undefined if not.

  2. To view details related to your evaluation job, such as performance and artifacts location, choose the Evaluate tab.

  3. To update and view details related to model performance during evaluation, complete the following steps.

    1. Choose Performance in the Evaluate tab sidebar.

    2. View metrics related to your evaluation job in the Metrics list. The Metrics list displays the individual metrics by name, value, and any notes you added related to the metric.

    3. In the Observations text box, view any notes you added related to the performance of your evaluation job.

    4. To update any of the Notes fields for any metric or the Observations field, complete the following steps.

      1. Choose the vertical ellipsis in the top right of the model version page, and choose Edit.

      2. Enter notes for any metric or in the Observations text box.

      3. At the top of the model version page, choose Save in the Editing Model Version... banner.

  4. To update and view details related to your evaluation job datasets, complete the following steps.

    1. Choose Artifacts in the left sidebar of the Evaluate page.

    2. View datasets used in your evaluation job.

    3. (Optional) To add a dataset, choose Add and enter an Amazon S3 URI to the dataset.

    4. (Optional) To remove a dataset, choose the Trash icon next to the dataset you want to remove.

  5. To view the job name and evaluation job ARN, choose Details.