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Evaluation of Xilinx Deep Learning Processing Unit under Neutron Irradiation
Published 4 Jun 2022 in physics.ins-det, cs.AI, and cs.AR | (2206.01981v1)
Abstract: 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.
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