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.
vDNN: Virtualized Deep Neural Networks for Scalable, Memory-Efficient Neu- ral Network Design
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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.