ExaTN: Scalable GPU-Accelerated High-Performance Processing of General Tensor Networks at Exascale

We present ExaTN (Exascale Tensor Networks), a scalable GPU-accelerated C++ library which can express and process tensor networks on shared- as well as distributed-memory high-performance computing platforms, including those equipped with GPU accelerators. Specifically, ExaTN provides the ability to...

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Bibliographic Details
Main Authors: Dmitry I. Lyakh, Thien Nguyen, Daniel Claudino, Eugene Dumitrescu, Alexander J. McCaskey
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-07-01
Series:Frontiers in Applied Mathematics and Statistics
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fams.2022.838601/full