Picture for N. Foutris

N. Foutris

Evaluation of Xilinx Deep Learning Processing Unit under Neutron Irradiation

Add code
Jun 04, 2022
D. Agiakatsikas, N. Foutris, A. Sari, V. Vlagkoulis, I. Souvatzoglou, M. Psarakis, M. Luján, M. Kastriotou, C. Cazzaniga
Figure 1 for Evaluation of Xilinx Deep Learning Processing Unit under Neutron Irradiation
Figure 2 for Evaluation of Xilinx Deep Learning Processing Unit under Neutron Irradiation
Figure 3 for Evaluation of Xilinx Deep Learning Processing Unit under Neutron Irradiation
Figure 4 for Evaluation of Xilinx Deep Learning Processing Unit under Neutron Irradiation

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.

* 4 pages 
Viaarxiv icon
Github IconAccess Paper or Ask Questions
Twitter IconFacebook IconLinkedin IconWhatsapp IconMessenger Icon