I tried to install the nvidia-docker after installing docker-ce. I followed this : https://github.com/NVIDIA/nvidia-docker to install nvidia-docker. It seems to have install
Follow the instruction in FAQ and my problem was solved.
nvidia-docker-unknown-runtime-specified-nvidia