Delmas, Alberto

Cnvlutin2: Ineffectual-Activation-and-Weight-Free Deep Neural Network Computing

2017 · arXiv (Cornell University)

We discuss several modifications and extensions over the previous proposed Cnvlutin (CNV) accelerator for convolutional and fully-connected layers of Deep Learning Network. We first describe different encodings of the activations that are deemed ineffectual. The …