Understanding error propagation in deep learning neural network (DNN) accelerators and applications

Guanpeng Li, Siva Kumar Sastry Hari, Michael Sullivan, Timothy Tsai, Karthik Pattabiraman, Joel S. Emer, Stephen W. Keckler. Understanding error propagation in deep learning neural network (DNN) accelerators and applications. In Bernd Mohr, Padma Raghavan, editors, Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis, SC 2017, Denver, CO, USA, November 12 - 17, 2017. ACM, 2017. [doi]

Abstract

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