DIESEL+: Accelerating Distributed Deep Learning Tasks on Image Datasets
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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… read more here.
Keywords: accelerating distributed; deep learning; image datasets; diesel accelerating ... See more keywords