SmartDeal: Re-Modeling Deep Network Weights for Efficient Inference and Training

Xiaohan Chen, Yang Zhao, Yue Wang +6

The record-breaking performance of deep neural networks (DNNs) comes with heavy parameterization, leading to external dynamic random-access memory (DRAM) for storage. The prohibiti…