Quadric has built a unified hardware/software architecture optimized for on-device machine learning inference. Only the Quadric GPNPU (General Purpose Neural Processing Unit) delivers high ML inference performance while also running C++ code without forcing the developer to artificially partition application code between two or three different kinds of processors. Quadric's GPNPU is a licensable processor IP core that scales from 1 to 64 TOPS and seamlessly intermixes scalar, vector, and matrix code.