Hi!
The PSU is non-standard. I have the same model (only different CPU) and want to upgrade too. I guess I'll try the new AMD RX 480. It is in the proper power range (<150W) and should be okay for 1080p. I'm still looking for information if it is safe for board and PSU.
Have a nice day!