1 code implementation • 18 Jun 2013 • An Bian, Xiong Li, Yuncai Liu, Ming-Hsuan Yang
We show that: (1) PCDN is guaranteed to converge globally despite increasing parallelism; (2) PCDN converges to the specified accuracy $\epsilon$ within the limited iteration number of $T_\epsilon$, and $T_\epsilon$ decreases with increasing parallelism (bundle size $P$).