Zheyu Liu

Concrete: A Per-layer Configurable Framework for Evaluating DNN with Approximate Operators

Approximate computing has drawn considerable attention to both academia and industry in the area of DNN hardware. Despite substantial efforts to design approximate circuits and building blocks, the resilience of DNN layers and structures remains an untapped field to explore. This paper presents an e…