Accelerating Neural-ODE Inference on FPGAs with Two-Stage Structured Pruning and History-based Stepsize Search

Lei Cai, Jing Wang, Lianfeng Yu, Bonan Yan, Yaoyu Tao, Yuchao Yang. Accelerating Neural-ODE Inference on FPGAs with Two-Stage Structured Pruning and History-based Stepsize Search. In Paolo Ienne, Zhiru Zhang, editors, Proceedings of the 2023 ACM/SIGDA International Symposium on Field Programmable Gate Arrays, FPGA 2023, Monterey, CA, USA, February 12-14, 2023. pages 177-183, ACM, 2023. [doi]

Abstract

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