Most of (if not all) of the demos Apple showed at WWCD were running on their early Developer Hardware. It's just a current-gen iPad Pro with the standard A12Z CPU cammed into an iPad Mini case... the only difference is they added 16gb of memory and added more USB C ports.

According to apple.. the official ARM hardware will be better optimized.