Any scores you have already recorded will remain saved on your device. Keep a paper and pencil record of all remaining scores and update the app when you have recharged the battery.
Alternatively, if possible, you could login to your ParUp account on a playing partner’s device to allow you to keep scoring throughout the rest of the round.