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pro vyhledávání: '"Walters, John Paul N."'
Autor:
Hu, Yang, Imes, Connor, Zhao, Xuanang, Kundu, Souvik, Beerel, Peter A., Crago, Stephen P., Walters, John Paul N.
Deep neural networks with large model sizes achieve state-of-the-art results for tasks in computer vision (CV) and natural language processing (NLP). However, these large-scale models are too compute- or memory-intensive for resource-constrained edge
Externí odkaz:
http://arxiv.org/abs/2110.14895
Computational clusters have long provided a mechanism for the acceleration of high performance computing (HPC) applications. With today's supercomputers now exceeding the petaflop scale, however, they are also exhibiting an increase in heterogeneity.