Accuracy to Throughput Trade-Offs for Reduced Precision Neural Networks on Reconfigurable Logic

Jiang Su, Nicholas J. Fraser, Giulio Gambardella, Michaela Blott, Gianluca Durelli, David B. Thomas, Philip Heng Wai Leong, Peter Y. K. Cheung. Accuracy to Throughput Trade-Offs for Reduced Precision Neural Networks on Reconfigurable Logic. In Nikolaos S. Voros, Michael Hübner, Georgios Keramidas, Diana Goehringer, Christos P. Antonopoulos, Pedro C. Diniz, editors, Applied Reconfigurable Computing. Architectures, Tools, and Applications - 14th International Symposium, ARC 2018, Santorini, Greece, May 2-4, 2018, Proceedings. Volume 10824 of Lecture Notes in Computer Science, pages 29-42, Springer, 2018. [doi]

Abstract

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