Memory-Efficient Integer-Only Training of Deep Neural Networks

Hazem Hesham Yousef Shalby, Fabrizio Pittorino, Manuel Roveri

Training neural networks in reduced precision can yield significant efficiency gains, yet all existing methods that scale to standard computer vision benchmarks retain floating-poi…