Scalar Arithmetic Multiple Data: Customizable Precision for Deep Neural Networks

Andrew Anderson, David Gregg

Quantization of weights and activations in Deep Neural Networks (DNNs) is a powerful technique for network compression, and has enjoyed significant attention and success. However,…