High-Performance and Programmable Attentional Graph Neural Networks with Global Tensor Formulations

Maciej Besta, Pawel Renc, Robert Gerstenberger, Paolo Sylos Labini, Alexandros Nikolaos Ziogas, Tiancheng Chen, Lukas Gianinazzi, Florian Scheidl, Kalman Szenes, Armon Carigiet, Patrick Iff, Grzegorz Kwasniewski, Raghavendra Kanakagiri, Chio Ge, Sammy Jaeger, Jaroslaw Was, Flavio Vella, Torsten Hoefler. High-Performance and Programmable Attentional Graph Neural Networks with Global Tensor Formulations. In Dorian Arnold, Rosa M. Badia, Kathryn M. Mohror, editors, Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis, SC 2023, Denver, CO, USA, November 12-17, 2023. ACM, 2023. [doi]

Abstract

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