Update deployment information (Studio) - Amazon SageMaker

Update deployment information (Studio)

Important

As of November 30, 2023, the previous Amazon SageMaker Studio experience is now named Amazon SageMaker Studio Classic. The following section is specific to using the updated Studio experience. For information about using the Studio Classic application, see Amazon SageMaker Studio Classic.

After you evaluate your model performance and determine that it is ready to use for production workloads, you can change the approval status of the model to initiate CI/CD deployment. For more about approval status definitions, see Update the Approval Status of a Model.

To view or update details related to the model package deployment, complete the following steps.

  1. On the Deploy tab, view the model package approval status. Possible values can be the following:

    • Pending Approval: The model is registered but not yet approved or rejected for deployment.

    • Approved: The model is approved for CI/CD deployment. If there is an EventBridge rule in place that initiates model deployment upon a model approval event, as is the case for a model built from a SageMaker project template, SageMaker also deploys the model.

    • Rejected: The model is rejected for deployment.

    If you need to change the approval status, choose the dropdown menu next to the status and choose the updated status.

  2. To update the model package approval status, choose the dropdown next to the approval status and choose the updated approval status.

  3. In the Containers list, view the inference image containers.

  4. In the Instances list, view the instances which compose your deployment endpoint.