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06/04/2023
Proteus: Simulating the Performance of Distributed DNN Training
DNN models are becoming increasingly larger to achieve unprecedented acc...
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03/30/2022
DELTA: Dynamically Optimizing GPU Memory beyond Tensor Recomputation
The further development of deep neural networks is hampered by the limit...
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Optimizing Video Object Detection via a Scale-Time Lattice
High-performance object detection relies on expensive convolutional netw...
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01/05/2018
Accelerated Training for Massive Classification via Dynamic Class Selection
Massive classification, a classification task defined over a vast number...
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