CPU- and GPU-based Distributed Sampling in Dirichlet Process Mixtures for Large-scale Analysis

2 code implementations • 19 Apr 2022 • Or Dinari, Raz Zamir, John W. Fisher III, Oren Freifeld

While Chang and Fisher III's implementation (written in MATLAB/C++) used only CPU and was designed for a single multi-core machine, the packages we proposed here distribute the computations efficiently across either multiple multi-core machines or across mutiple GPU streams.