Stochastic Push-Pull attains O(1/sqrt(T)) convergence and, under a new sufficient condition, linear speedup on smooth nonconvex objectives over directed graphs.
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Stochastic Push-Pull for Decentralized Nonconvex Optimization
Stochastic Push-Pull attains O(1/sqrt(T)) convergence and, under a new sufficient condition, linear speedup on smooth nonconvex objectives over directed graphs.