SaPGPU is a C++ template library which provides a SPIKE-based preconditioner for the solution of large-scale sparse linear solvers using Krylov-space iterative solvers on CUDA architecture GPUs. The SaPGPU library is built on top of CUSP and Thrust. Additional information available at http://sapgpu.sbel.org.