dockernvidia-docker

Building docker image with cuda runtime


I'm building a image which requires testing GPU usability in the meantime. GPU containers runs well:

$ docker run --rm --runtime=nvidia nvidia/cuda:9.2-devel-ubuntu18.04 nvidia-smi
Wed Aug  7 07:53:25 2019
+-----------------------------------------------------------------------------+
| NVIDIA-SMI 396.54                 Driver Version: 396.54                    |
|-------------------------------+----------------------+----------------------+
| GPU  Name        Persistence-M| Bus-Id        Disp.A | Volatile Uncorr. ECC |
| Fan  Temp  Perf  Pwr:Usage/Cap|         Memory-Usage | GPU-Util  Compute M. |
|===============================+======================+======================|
|   0  TITAN X (Pascal)    Off  | 00000000:04:00.0 Off |                  N/A |
| 24%   43C    P8    17W / 250W |   2607MiB / 12196MiB |      0%      Default |
+-------------------------------+----------------------+----------------------+

+-----------------------------------------------------------------------------+
| Processes:                                                       GPU Memory |
|  GPU       PID   Type   Process name                             Usage      |
|=============================================================================|
+-----------------------------------------------------------------------------+

but failed when building with GPU:

$ cat Dockerfile
FROM nvidia/cuda:9.2-devel-ubuntu18.04

RUN nvidia-smi
# RUN build something
# RUN tests require GPU

$ docker build .
Sending build context to Docker daemon  2.048kB
Step 1/2 : FROM nvidia/cuda:9.2-devel-ubuntu18.04
 ---> cdf6d16df818
Step 2/2 : RUN nvidia-smi
 ---> Running in 88f12f9dd7a5
/bin/sh: 1: nvidia-smi: not found
The command '/bin/sh -c nvidia-smi' returned a non-zero code: 127

I'm new to docker but I think we need sanity checks when building an image. So how could I build docker image with cuda runtime?


Solution

  • Configuring docker daemon with --default-runtime=nvidia solved the problem.

    Please refer to this wiki for more info.