Probabilistic Programming, Pyro, Data Science, Hands On Tutorials.
In general, if we want to do inference in reasonable time, we have to turn to the method of variational inference. Faster Run-time with SVI Pyro implements Stochastic Variational Inference (SVI) for faster inference. Under the SVI approach, instead of trying to sample from the posterior