Abstract: We investigate the stochastic optimization problem and develop a scalable parallel computing algorithm for deep learning tasks. The key of our study involves a reformation of the objective ...
Abstract: The important step in Program Parallelization, is identifying the pieces of the given program, that can be run concurrently, on separate processing elements. The parallel pieces once ...