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01/06/2023
Myths and Legends in High-Performance Computing
In this humorous and thought provoking article, we discuss certain myths...
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05/23/2022
Outliers Dimensions that Disrupt Transformers Are Driven by Frequency
Transformer-based language models are known to display anisotropic behav...
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04/15/2022
Preparing for the Future – Rethinking Proxy Apps
A considerable amount of research and engineering went into designing pr...
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10/21/2021
MLPerf HPC: A Holistic Benchmark Suite for Scientific Machine Learning on HPC Systems
Scientific communities are increasingly adopting machine learning and de...
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10/04/2021
Generalization in NLI: Ways (Not) To Go Beyond Simple Heuristics
Much of recent progress in NLU was shown to be due to models' learning d...
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10/27/2020
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...
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08/26/2020