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Showing 1 to 1 of 1 for “"Data stall"”.
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Accelerating deep learning training : a storage perspective
… new ways, moving the training bottleneck to the data pipeline (fetching, pre-processing data, and writing checkpoints), rather than computation at the GPUs; this leaves the expensive accelerator devices stalled for data. While prior research has explored different ways of accelerating DNN …