Mixed precision accumulation for neural network inference guided by componentwise forward error analysis

El-Mehdi El Arar, Silviu-Ioan Filip, Theo Mary +1

This work proposes a mathematically founded mixed precision accumulation strategy for the inference of neural networks. Our strategy is based on a new componentwise forward error a…