-[WebPPL: ](http://webppl.org/) probabilistic programming for the web
- Probabilistic Graphical Models
In order to map the hardware architecture to an input dataflow program or computation graph, I modeled the hardware and software models as probabilistic graphical model, and used probabilistic programming to infer the best hardware architecture choices that will optimize the speed, energy and cost of the system.
I used [WebPPL](http://dippl.org/chapters/02-webppl.html) a probabilistic programming language in javascript. I model the variables I want to infer as if they come from different types of distributions that integrate our priors in them. In the following example I am using markov chain monte carlo as an inference method.
