A parallel sparse approximate inverse preconditioning algorithm based on MPI and CUDA

In this study, we present an efficient parallel sparse approximate inverse (SPAI) preconditioning algorithm based on MPI and CUDA, called HybridSPAI. For HybridSPAI, it optimizes a latest static SPAI preconditioning algorithm, and is extended from one GPU to multiple GPUs in order to process large-s...

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Bibliographic Details
Main Authors: Yizhou Wang, Wenhao Li, Jiaquan Gao
Format: Article
Language:English
Published: KeAi Communications Co. Ltd. 2021-10-01
Series:BenchCouncil Transactions on Benchmarks, Standards and Evaluations
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2772485921000077