Revisiting Loop Tiling for Datacenters
Jiacheng Zhao, Huimin Cui, Yalin Zhang, Jingling Xue, Xiaobing Feng · 2018
As DNNs gain popularity in modern datacenters, it becomes imperative to revisit compiler optimizations for DNNs in a colocation scenario. Loop tiling turns out to be the most significant compiler optimization, since DNNs typically apply a series of matrix computations iteratively to a massive amount of data.