QuAKE: Speeding up Model Inference Using Quick and Approximate Kernels for Exponential Non-Linearities

Sai Kiran Narayanaswami, Gopalakrishnan Srinivasan, Balaraman Ravindran

As machine learning gets deployed more and more widely, and model sizes continue to grow, improving computational efficiency during model inference has become a key challenge. In m…