[WIP] DOC Prediction Latency Benchmark

As discusses with Olivier and Lars on the list, here is a PR to incorporate documentation and examples related to prediction latency.

Here is the list of tasks:

- [ ] create topical / howto section on prediction speed 
- [ ] create benchmark for a handful of models