Scalable methods for 8-bit training of neural networks

Ron Banner, Itay Hubara, Elad Hoffer, Daniel Soudry

Neural Information Processing Systems 

However, as networks get deeper, using neural network (NN) algorithms and training them on conventional general-purpose digital hardware is highly inefficient.

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