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Published in 2022 at "IEEE Transactions on Parallel and Distributed Systems"
DOI: 10.1109/tpds.2021.3104252
Abstract: We observe that data access and processing takes a significant amount of time in large-scale deep learning training tasks (DLTs) on image datasets. Three factors contribute to this problem: (1) the massive and recurrent accesses…
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Keywords:
accelerating distributed;
deep learning;
image datasets;
diesel accelerating ... See more keywords