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Matrix Engines for High Performance Computing:A Paragon of Performance or Grasping at Straws?
Matrix engines or units, in different forms and affinities, are becoming...
10/27/2020 ∙ by Jens Domke, et al. ∙
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Scaling Distributed Deep Learning Workloads beyond the Memory Capacity with KARMA
The dedicated memory of hardware accelerators can be insufficient to sto...
08/26/2020 ∙ by Mohamed Wahib, et al. ∙
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A Study of Single and Multi-device Synchronization Methods in Nvidia GPUs
GPUs are playing an increasingly important role in general-purpose compu...
04/11/2020 ∙ by Lingqi Zhang, et al. ∙
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An Effective Algorithm for Learning Single Occurrence Regular Expressions with Interleaving
The advantages offered by the presence of a schema are numerous. However...
06/05/2019 ∙ by Yeting Li, et al. ∙
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