It increases the speed of all units built in Training Grounds.
As you progress you will unlock more units, each with their own specific Military building.
Barracks, Training Grounds, Mercenary Camp.
There are AW's (Ancient Wonders) who will also be available to build. That will increase training speed for each of those Military buildings, 1 for each