With enough effort you could definitely do it. Just remember it is a device that came out in 2006 and it has 256MB of system RAM and 256MB of VRAM, at best you'

With enough effort you could definitely do it. Just remember it is a device that came out in 2006 and it has 256MB of system RAM and 256MB of VRAM, at best you're running a quite small model after a lot work trying to port some inference code to CELL processors. Honestly it does sound a cool excuse to write code for the CELL processors, but don't expect amazing performance or anything.