General GPU Acceleration

[langeleri]

Longer term project:

Implement GPU acceleration into pipeline (something like Numba for CUDA gpus). GPU acceleration is currently being used for adaptive bramich but ideally, we would be able to accelerate all of our computational code (where appropriate). The goal of this task is to just figure out how to accelerate some basic computations so that we know how to do it.