Accelerating recurrent neural networks in analytics servers: Comparison of FPGA, CPU, GPU, and ASIC

Eriko Nurvitadhi, Jaewoong Sim, David Sheffield, Asit K. Mishra, Srivatsan Krishnan, Debbie Marr. Accelerating recurrent neural networks in analytics servers: Comparison of FPGA, CPU, GPU, and ASIC. In Paolo Ienne, Walid A. Najjar, Jason Anderson, Philip Brisk, Walter Stechele, editors, 26th International Conference on Field Programmable Logic and Applications, FPL 2016, Lausanne, Switzerland, August 29 - September 2, 2016. pages 1-4, IEEE, 2016. [doi]

Abstract

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