It is impossible to connect gpu directly to the adapter because of not enough space.
I'm using adapter from delock: LINK
It's powered by two bricks, 12V/5A and 3.3V (yes, whole rig is powered by 3 bricks :D)
and it seems that they do the job - with bricks connected gpu fan spins, and without...