If the network is down, you are automatically logged out of the TimeTracker Chrome Extension app, on the Desktop/Laptop. Make sure that you have a proper data/wifi connection while using the TimeTracker Chrome app.
Also, you are only logged out of the application, and the Check-ins made by you are still checked in, so if you are logged out of the app, please re-login and then Check-Out of the Projects manually.