Publication
PPoPP 2019
Conference paper

Profiling based out-of-core Hybrid method for large neural networks

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Abstract

Neural networks (NNs) have archived high accuracy in many fields of machine learning such as image recognition. Since computations of NNs are heavy tasks, GPUs have been widely used to accelerate them. However, the problem sizes of NNs that can be computed are limited by GPU memory capacity.

Date

16 Feb 2019

Publication

PPoPP 2019

Authors

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