Installing on Ubuntu and Debian

The following steps can be used to setup NVIDIA Container Toolkit on Ubuntu LTS (18.04, 20.04, and 22.04) and Debian (Stretch, Buster) distributions.

Setting up Docker

Docker-CE on Ubuntu can be setup using Docker’s official convenience script:

$ curl https://get.docker.com | sh \
  && sudo systemctl --now enable docker

See also

Follow the official instructions for more details and post-install actions.

Setting up NVIDIA Container Toolkit

Install the nvidia-container-toolkit package (and dependencies) after updating the package listing:

$ sudo apt-get update

$ sudo apt-get install -y nvidia-container-toolkit

Configure the Docker daemon to recognize the NVIDIA Container Runtime:

$ sudo nvidia-ctk runtime configure --runtime=docker

Restart the Docker daemon to complete the installation after setting the default runtime:

$ sudo systemctl restart docker

At this point, a working setup can be tested by running a base CUDA container:

$ sudo docker run --rm --runtime=nvidia --gpus all nvidia/cuda:11.6.2-base-ubuntu20.04 nvidia-smi

This should result in a console output shown below:

+-----------------------------------------------------------------------------+
| NVIDIA-SMI 450.51.06    Driver Version: 450.51.06    CUDA Version: 11.0     |
|-------------------------------+----------------------+----------------------+
| GPU  Name        Persistence-M| Bus-Id        Disp.A | Volatile Uncorr. ECC |
| Fan  Temp  Perf  Pwr:Usage/Cap|         Memory-Usage | GPU-Util  Compute M. |
|                               |                      |               MIG M. |
|===============================+======================+======================|
|   0  Tesla T4            On   | 00000000:00:1E.0 Off |                    0 |
| N/A   34C    P8     9W /  70W |      0MiB / 15109MiB |      0%      Default |
|                               |                      |                  N/A |
+-------------------------------+----------------------+----------------------+

+-----------------------------------------------------------------------------+
| Processes:                                                                  |
|  GPU   GI   CI        PID   Type   Process name                  GPU Memory |
|        ID   ID                                                   Usage      |
|=============================================================================|
|  No running processes found                                                 |
+-----------------------------------------------------------------------------+