Import Model Registry Using a Custom Container

Step 1: Access Model Registry

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.

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