Exponential Quantum Communication Advantage in Distributed Inference and Learning

Dar Gilboa, Hagay Michaeli, Daniel Soudry +1

Training and inference with large machine learning models that far exceed the memory capacity of individual devices necessitates the design of distributed architectures, forcing on…