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.
ooc cuDNN: Accommodating Convolutional Neural Networks over GPU Memory Capacity
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2019 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
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.