PoocH uses runtime profiling to choose between data swapping and recomputation for out-of-core execution of large neural networks on GPUs with limited memory.
Can spa- tiotemporal 3d cnns retrace the history of 2d cnns and imagenet? In Proceedings of CVPR, 2018
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Profiling based Out-of-core Hybrid Method for Large Neural Networks
PoocH uses runtime profiling to choose between data swapping and recomputation for out-of-core execution of large neural networks on GPUs with limited memory.