Speed up compilation by (pre-)compiling chapters separately?

You can't precompile chapters, but you can use the \includeonly mechanism to ensure that your cross-references and page numbers stay correct while choosing to only include parts of your source.

Extending Joseph's answer a bit: This mean that you use \include and not \input for including the desired chapters. See here for example usage.