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Sources of Single Event Effects in the NVIDIA Xavier SoC Family under Proton Irradiation

Authors :
Rodríguez Ferrández, Iván
Tali, Maris
Kosmidis, Leonidas
Rovituso, Marta
Steenari, David
Universitat Politècnica de Catalunya. Doctorat en Arquitectura de Computadors
Barcelona Supercomputing Center
Universitat Politècnica de Catalunya. CAP - Grup de Computació d'Altes Prestacions
Source :
2022 IEEE 28th International Symposium on On-Line Testing and Robust System Design (IOLTS).
Publication Year :
2022
Publisher :
IEEE, 2022.

Abstract

In this paper we characterise two embedded GPU devices from the NVIDIA Xavier family System-on-Chip (SoC) using a proton beam. We compare the NVIDIA Xavier NX and Industrial devices, that respectively target commercial and automotive applications. We evaluate the Single-Event Effect (SEE) rate of both modules and their sub-components, both the CPU and GPU, using different power modes, and we try for the first time to identify their exact sources using the on-line testing facilities included in their ARM based system. Our conclusion is that the most sensitive part of the CPU complex of the SoC is the tag array of the various cache structures, while no errors were observed in the GPU, probably because of its fast execution compared to the CPU part of the application during the radiation campaign. This work was supported by ESA through the 4000136514/21/NL/GLC/my co-funded PhD activity ”Mixed Software/Hardware-based Fault-tolerance Techniques for Complex COTS System-on-Chip in Radiation Environments” and the GPU4S (GPU for Space) project. Moreover, it was partially supported by the Spanish Ministry of Economy and Competitiveness under grants PID2019-107255GB-C21 and IJC2020-045931-I (Spanish State Research Agency / http://dx.doi.org/10.13039/501100011033) and the HiPEAC Network of Excellence.

Details

Database :
OpenAIRE
Journal :
2022 IEEE 28th International Symposium on On-Line Testing and Robust System Design (IOLTS)
Accession number :
edsair.doi.dedup.....2a213db80f542b0d4f83f975432313c4
Full Text :
https://doi.org/10.1109/iolts56730.2022.9897236