作者位次 #2/10OSDI 2026Oral· Operating Systems & Distributed Systems
VTC: DNN Compilation with Virtual Tensors for Data Movement Elimination
Muyan Hu · Ahan Gupta · Jiachen Yuan · Vima Gupta · Taeksang Kim · Xin Xu · Janardhan Kulkarni · Ofer Dekel · Vikram Adve · Charith Mendis
摘要
With the widening gap between compute and memory operation latencies, data movement optimizations have become increasingly important for DNN compilation. Current optimizations such as layout transformations and operator fusion only target a subset of tensor operators and consequently miss importa...