Stochastic Gradient Descent without Full Data Shuffle

Lijie Xu, Shuang Qiu, Binhang Yuan +9

Stochastic gradient descent (SGD) is the cornerstone of modern machine learning (ML) systems. Despite its computational efficiency, SGD requires random data access that is inherent…