Following this thread on Docker, recently I also built an OpenMM docker image with NVIDIA CUDA support to run on GPU, in an effort to containerize everything.

https://hub.docker.com/r/sha256feng/openmm-with-cuda
The related Dockerfile is also provided in the linked Github repo.