Sentinel: Runtime Data Management on Heterogeneous Main MemorySystems for Deep Learning

Jie Ren, Jiaolin Luo, Kai Wu +2

Software-managed heterogeneous memory (HM) provides a promising solution to increase memory capacity and cost efficiency. However, to release the performance potential of HM, we fa…