I used google to look for an arbitrary precision math library and found mapm and gnu mp. Which one of these two is the fastest? Is there another library faster than these two?

Asio C++ library. The Asio C++ library is used for network and low-level I/O programming, ... Among the collection are libraries for JSON, math, multi-index, file system, and geometry.