Take a look at this documentation, and see the note:
Note: When you are ready to publish your app, you must create a new client ID in the Developer Console. You must then follow these steps again with your release signing certificate. For more information about signing applications, see Signing Your Application.
This means you will then have two client IDs, both your debug deployed app and the released app will able to connect to the game server.