On-FPGA Training with Ultra Memory Reduction: A Low-Precision Tensor Method

Kaiqi Zhang, Cole Hawkins, Xiyuan Zhang +2

Various hardware accelerators have been developed for energy-efficient and real-time inference of neural networks on edge devices. However, most training is done on high-performanc…