As far as I understand from this question (and its answers), if we have two GPUs then Blender can use them simultaneously for a single rendering job (so this would be two times faster).
I did configure Blender to use two GPU:
but when I render the animation (Ctrl+F12), only one works: 
Did I do something wrong?