I'm trying to use the following RTC module (PCF8563) with Arduino UNO.

I use this library to set/get time and date from PCF8563. However, whenever I shut down Arduino, the time/date is lost ! even though, as you can see in the picture, the module is equipped with 3V battery to keep running when Arduino is unplugged.

Any help would be highly appreciated !!