Meta AI and Samsung researchers introduce two new AI methods, Prodigy and Resetting, for learning rate adaptation that improve the adaptation rate of the state-of-the-art D-Adaptation method
Modern machine learning relies heavily on optimization to provide effective answers to complex problems in areas as diverse as computer vision, natural language processing, and reinforcement learning. The difficulty of achieving rapid convergence and high quality solutions largely depends on the learning rates chosen. Applications with many agents, each with its own optimizer, made it … Read more