Evaluation of Xilinx Deep Learning Processing Unit under Neutron Irradiation

06/04/2022

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by   D. Agiakatsikas, et al.

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This paper studies the dependability of the Xilinx Deep-Learning Processing Unit (DPU) under neutron irradiation. It analyses the impact of Single Event Effects (SEEs) on the accuracy of the DPU running the resnet50 model on a Xilinx Ultrascale+ MPSoC.