Running Markov Chain Monte Carlo on Modern Hardware and Software

Pavel Sountsov, Colin Carroll, Matthew D. Hoffman

Today, cheap numerical hardware offers huge amounts of parallel computing power, much of which is used for the task of fitting neural networks to data. Adoption of this hardware to…