Add API for a user provided callback that can be used for cached computations that can be shared across costfunctions

[sandwichmaker]

For problems where there is significant computation that is shared across cost functions, it would be useful to have an API that allows the user to execute some code every time ceres evaluates the problem.

How this would interact with Inner iterations will need to be figured out.