Using jupyter docker images

I was instructed by this site

to ask here so please forgive me and redirect me if needed.

I pulled and ran the following docker image

docker run --rm -p 10000:8888 -e JUPYTER_ENABLE_LAB=yes -v "$PWD":/workdir isbjornlabs/fastai-notebook-cuda9.2

Is the running container gpu enabled?
nvcc -V correctly identifies CUDA9.2
but when I issue ‘nvidia-smi’ from a terminal, it is an unknown command.

If I launch the same image with

nvidia-docker run --rm -p 10000:8888 -e JUPYTER_ENABLE_LAB=yes -v "$PWD":/workdir isbjornlabs/fastai-notebook-cuda9.2

the result correctly identifies my gpu.

MUST ALL images labeled as ‘gpu-enabled’ on docker hub be run with ‘nvidia-docker’ to use the gpu?