There is no easy answer to this. The improvement a user sees depends on the size of the model, the network configuration and speed, and the speed of the master computer in comparison to the worker computers, among other things.

We recommend that during the evaluation period the user start with 5 workers and see how much improvement they see, then use that to judge how many additional workers are required.