iCache: An Importance-Sampling-Informed Cache for Accelerating I/O-Bound DNN Model Training

Weijian Chen 0002, Shuibing He, Yaowen Xu, Xuechen Zhang, Siling Yang, Shuang Hu, Xian-He Sun, Gang Chen. iCache: An Importance-Sampling-Informed Cache for Accelerating I/O-Bound DNN Model Training. In IEEE International Symposium on High-Performance Computer Architecture, HPCA 2023, Montreal, QC, Canada, February 25 - March 1, 2023. pages 220-232, IEEE, 2023. [doi]

Abstract

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