Software-Hardware Codesign for Efficient Neural Network Acceleration.

Designers making deep learning computing more efficient cannot rely solely on hardware. Incorporating software-optimization techniques such as model compression leads to significant power savings and performance improvement. This article provides an overview of DeePhi's technology flow, including compression, compilation, and hardware acceleration. Two accelerators, named Aristotle and Descartes, ...