Sensitivity-Aware Finetuning for Accuracy Recovery on Deep Learning Hardware

Lakshmi Nair, Darius Bunandar

Existing methods to recover model accuracy on analog-digital hardware in the presence of quantization and analog noise include noise-injection training. However, it can be slow in…