Faster Neural Network Training with Approximate Tensor Operations

Menachem Adelman, Kfir Y. Levy, Ido Hakimi +1

We propose a novel technique for faster deep neural network training which systematically applies sample-based approximation to the constituent tensor operations, i.e., matrix mult…