DeftNN: addressing bottlenecks for DNN execution on GPUs via synapse vector elimination and near-compute data fission

Parker Hill, Animesh Jain, Mason Hill, Babak Zamirai, Chang-Hong Hsu, Michael A. Laurenzano, Scott A. Mahlke, Lingjia Tang, Jason Mars. DeftNN: addressing bottlenecks for DNN execution on GPUs via synapse vector elimination and near-compute data fission. In Hillery C. Hunter, Jaime Moreno, Joel S. Emer, Daniel Sánchez 0003, editors, Proceedings of the 50th Annual IEEE/ACM International Symposium on Microarchitecture, MICRO 2017, Cambridge, MA, USA, October 14-18, 2017. pages 786-799, ACM, 2017. [doi]

Abstract

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