Import Model Registry Using a Custom Container

Step 1: Access Model Registry

• Log in with your GreenNode account and navigate to the Model Registry Dashboard.

• Find and click the "Import a model registry" button.

Step 2: Import Model Registry

• Region & Model registry name: Select the region and provide a specific name for your model.n.

• Select “Custom container” in the Container section.

  • Custom image URI:

    • Provide the URL of your custom container image, stored in a container registry. AI Platform will use this URL to pull the image during the deployment process.

  • Provide Credentials:

    • If your container image requires authentication, provide the necessary credentials (such as username and password or an access token).

    • Ensure credentials are stored securely and provided in the correct format.

  • Configure Ports and Health Checks:

    • Define the port where prediction requests will be sent.

    • Configure a metrics port to monitor model performance metrics.

    • Specify the port and path used to check the health status of the prediction service.