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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
Published in:
FPGA (2023)
Keyphrases
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step size
search space
search direction
search algorithm
search strategy
convergence rate
approximate dynamic programming
effective pruning
network architecture
neural network
dynamic programming
differential equations
convergence speed