Ubuntu Bionic: nVidia CUDA Setup

14 August 2018
ubuntu server nvidia

In a previous post, I described how to setup a system with nVidia’s CUDA software with Ubuntu 16.04 LTS. With the recent release of Ubuntu 18.04 LTS, Bionic Beaver, I wanted to update that post for the new LTS release.

nVidia Package Archive

As of today, the nVidia repo does not have software packages for the Bionic release. At some point in the near future, an 18.04 entry will appear and have the software. I can update this post when that happens.

Ubuntu Package Archive

However, until the nVidia archive is updated, the best method is to install directly from the Ubuntu Bionic repo:

$ sudo apt update
$ sudo apt install -y nvidia-headless-390 nvidia-utils-390 nvidia-cuda-toolkit

After rebooting the system the user can then verify that CUDA is setup correctly by verifying the devices show up and nvidia-smi output.

Below is an example from an AWS p3.16xlarge system with 8 Tesla V100s:

$ ls /dev/nvidia*
/dev/nvidia-uvm  /dev/nvidia1  /dev/nvidia3  /dev/nvidia5  /dev/nvidia7
/dev/nvidia0     /dev/nvidia2  /dev/nvidia4  /dev/nvidia6  /dev/nvidiactl
$ nvidia-smi
Tue Aug 14 20:45:19 2018
+-----------------------------------------------------------------------------+
| NVIDIA-SMI 390.48                 Driver Version: 390.48                    |
|-------------------------------+----------------------+----------------------+
| GPU  Name        Persistence-M| Bus-Id        Disp.A | Volatile Uncorr. ECC |
| Fan  Temp  Perf  Pwr:Usage/Cap|         Memory-Usage | GPU-Util  Compute M. |
|===============================+======================+======================|
|   0  Tesla V100-SXM2...  Off  | 00000000:00:17.0 Off |                    0 |
| N/A   41C    P0    39W / 300W |      0MiB / 16160MiB |      0%      Default |
+-------------------------------+----------------------+----------------------+
|   1  Tesla V100-SXM2...  Off  | 00000000:00:18.0 Off |                    0 |
| N/A   39C    P0    38W / 300W |      0MiB / 16160MiB |      0%      Default |
+-------------------------------+----------------------+----------------------+
|   2  Tesla V100-SXM2...  Off  | 00000000:00:19.0 Off |                    0 |
| N/A   38C    P0    37W / 300W |      0MiB / 16160MiB |      0%      Default |
+-------------------------------+----------------------+----------------------+
|   3  Tesla V100-SXM2...  Off  | 00000000:00:1A.0 Off |                    0 |
| N/A   39C    P0    38W / 300W |      0MiB / 16160MiB |      0%      Default |
+-------------------------------+----------------------+----------------------+
|   4  Tesla V100-SXM2...  Off  | 00000000:00:1B.0 Off |                    0 |
| N/A   42C    P0    40W / 300W |      0MiB / 16160MiB |      0%      Default |
+-------------------------------+----------------------+----------------------+
|   5  Tesla V100-SXM2...  Off  | 00000000:00:1C.0 Off |                    0 |
| N/A   40C    P0    38W / 300W |      0MiB / 16160MiB |      0%      Default |
+-------------------------------+----------------------+----------------------+
|   6  Tesla V100-SXM2...  Off  | 00000000:00:1D.0 Off |                    0 |
| N/A   42C    P0    41W / 300W |      0MiB / 16160MiB |      0%      Default |
+-------------------------------+----------------------+----------------------+
|   7  Tesla V100-SXM2...  Off  | 00000000:00:1E.0 Off |                    0 |
| N/A   41C    P0    40W / 300W |      0MiB / 16160MiB |      3%      Default |
+-------------------------------+----------------------+----------------------+

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

Ubuntu Release Info

02 November 2018
ubuntu snap release

Ubuntu Bug Triage

26 October 2018
ubuntu snap bug triage

Ubuntu 18.10 Released

19 October 2018
ubuntu cosmic
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