Low-rank Gradient Approximation For Memory-Efficient On-device Training of Deep Neural Network

Mary Gooneratne, Khe Chai Sim, Petr Zadrazil +3

Training machine learning models on mobile devices has the potential of improving both privacy and accuracy of the models. However, one of the major obstacles to achieving this goa…