NVIDIA_DRIVER_CAPABILITIES=graphics is broken on Jetson devices (1.17.1 or later)

[yeongrokgim]

Summary

On Jetson(aarch64, Tegra SoC) devices, version 1.17.1 is not creating containers properly, if environment variable NVIDIA_DRIVER_CAPABILITIES contains any of display,graphics,all value.

This could be mitigated by overriding container env, for example docker run -e NVIDIA_DRIVER_CAPABILITIES=compute nvcr.io/....

Steps to reproduce

1. Get a Jetson device. I tested with {Xavier, Orin} AGX DevKit as a reference.

2. Install Docker runtime and nvidia-container-runtime=1.17.1-1

3. Ensure nvidia container runtime has configured. To configure, run
   sudo nvidia-ctk runtime configure --set-as-default

4. Try running a container. For example, l4t-base image could be used. For example:

   docker run -it --rm \
       -e NVIDIA_DRIVER_CAPABILITIES=all \
       nvcr.io/nvidia/l4t-base:r36.2.0

   OR, even with non-jetson base images:

   docker run -it --rm \
       -e NVIDIA_DRIVER_CAPABILITIES=display \
       -e NVIDIA_VISIBLE_DEVICES=all \
       ubuntu:22.04

Result

Example of error message

$ docker run -it --rm -e NVIDIA_DRIVER_CAPABILITIES=display -e NVIDIA_VISIBLE_DEVICES=all ubuntu:22.04

docker: Error response from daemon: failed to create task for container: failed to create shim task: OCI runtime create failed: runc create failed: unable to start container process: error during container init: error running hook #1: error running hook: exit status 1, stdout: , stderr: time="2024-11-13T17:38:55+09:00" level=info msg="Symlinking /var/lib/docker/overlay2/8af1b1d84ee57db598be489bb9ad58fb2d139b77604aead77526787d18a02900/merged/etc/vulkan/icd.d/nvidia_icd.json to /usr/lib/aarch64-linux-gnu/tegra/nvidia_icd.json"
time="2024-11-13T17:38:55+09:00" level=error msg="failed to create link [/usr/lib/aarch64-linux-gnu/tegra/nvidia_icd.json /etc/vulkan/icd.d/nvidia_icd.json]: failed to create symlink: failed to remove existing file: remove /var/lib/docker/overlay2/8af1b1d84ee57db598be489bb9ad58fb2d139b77604aead77526787d18a02900/merged/etc/vulkan/icd.d/nvidia_icd.json: device or resource busy": unknown.

Hardware	Jetpack	nvidia-container-toolkit	NVIDIA_DRIVER_CAPABILITIES	result
Orin AGX	6.1	1.14.2	all	Good
Orin AGX	6.1	1.17.1	all	Error
Orin AGX	6.1	1.17.1	compute,utility	Good
Orin AGX	6.1	1.17.1	display	Error
Orin AGX	6.1	1.17.1	graphics	Error
Xavier AGX	5.1.2	1.16.1	all	Good
Xavier AGX	5.1.2	1.16.1	graphics	Good
Xavier AGX	5.1.2	1.17.1	all	Error
Xavier AGX	5.1.2	1.17.1	compute	Good
Xavier AGX	5.1.2	1.17.1	display	Error
Xavier AGX	5.1.2	1.17.1	graphics	Error

[robcowie]

I can confirm this behaviour on the following additional env:

Hardware	Jetpack	nvidia-container-toolkit	NVIDIA_DRIVER_CAPABILITIES	result
Orin AGX	5.1 (l4t 35.2.1)	1.17.1	all	Error
Orin AGX	5.1 (l4t 35.2.1)	1.16.2	all	Good

Both on Ubuntu 20.04, docker version 27.3.1

The failing symlink happens to be the first sym declaration in /etc/nvidia-container-runtime/host-files-for-container.d/l4t.csv. Removing it causes the container run to fail at the next symlink, suggesting it is not that specific file at fault but something more fundamental.

I suspect that somewhere in v1.16.2...v1.17.1 is a change to the handling of symlinks that has broken the functionality.

[YasharSL]

Facing the same issue with:

Hardware	Jetpack	l4t	nvidia-container-toolkit
Orin AGX	5.1.1	35.3.1	1.17.2

Also, I think it's worth mentioning that I have both CUDA 11.8 and 11.4 on my Jetson. When I try to run nvcr.io/nvidia/pytorch:22.12-py3 image with CUDA 11.8 support with nvidia container toolkit runtime, it works fine but my other images which used to work with the previous versions including CUDA 11.4 are showing this same error

Temporary Fix

Downgraded container toolkit to 1.16.2 with the following steps

sudo apt purge nvidia-container-toolkit

sudo apt-get install -y --allow-downgrades nvidia-container-toolkit-base=1.16.2-1

sudo apt-get install -y --allow-downgrades nvidia-container-toolkit=1.16.2-1

[mcasasola]

I am also experiencing this issue on my Jetson device. Here are the details of my setup:

Hardware: Jetson Orin 16GB
JetPack Version: 5.1.1 (L4T 35.3.1)
NVIDIA Container Toolkit Version: 1.17.2-1
When I attempt to run a container using the NVIDIA runtime, I receive the following error message:

sudo docker run --rm --runtime=nvidia shibenyong/devicequery ./deviceQuery
docker: Error response from daemon: failed to create task for container: failed to create shim task: OCI runtime create failed: runc create failed: unable to start container process: error during container init: error running hook #1: error running hook: exit status 1, stdout: , stderr: time="2024-11-21T16:37:37-03:00" level=info msg="Symlinking /mnt/storage/docker/overlay2/9289f0d60214918d874fb047d047dd9b8fa01f89d8332a26c25ba071a9af599d/merged/etc/vulkan/icd.d/nvidia_icd.json to /usr/lib/aarch64-linux-gnu/tegra/nvidia_icd.json"
time="2024-11-21T16:37:37-03:00" level=error msg="failed to create link [/usr/lib/aarch64-linux-gnu/tegra/nvidia_icd.json /etc/vulkan/icd.d/nvidia_icd.json]: failed to create symlink: failed to remove existing file: remove /mnt/storage/docker/overlay2/9289f0d60214918d874fb047d047dd9b8fa01f89d8332a26c25ba071a9af599d/merged/etc/vulkan/icd.d/nvidia_icd.json: device or resource busy": unknown.

After downgrading to nvidia-container-toolkit version 1.15.0-1, the container runs successfully:

sudo docker run --rm --runtime=nvidia shibenyong/devicequery ./deviceQuery
./deviceQuery Starting...

 CUDA Device Query (Runtime API) version (CUDART static linking)

Detected 1 CUDA Capable device(s)

Device 0: "Orin"
  CUDA Driver Version / Runtime Version          11.4 / 10.2
  CUDA Capability Major/Minor version number:    8.7
  Total amount of global memory:                 15389 MBytes (16136331264 bytes)
  (rest of the output)
Result = PASS

To resolve the issue, I only needed to purge nvidia-container-toolkit-base and nvidia-container-toolkit, and install version 1.15.0-1 of both. Here are the steps I followed:

sudo apt-get remove --purge nvidia-container-toolkit nvidia-container-toolkit-base
sudo apt-get install nvidia-container-toolkit=1.15.0-1 nvidia-container-toolkit-base=1.15.0-1

After downgrading, the containers are running correctly using the NVIDIA runtime.

Summary of my findings:

Hardware: Jetson Orin 16GB
JetPack Version: 5.1.1
NVIDIA Container Toolkit:
1.17.2-1: Error when running containers with the NVIDIA runtime
1.15.0-1: Works correctly when running containers with the NVIDIA runtime
It appears that the issue persists in version 1.17.2-1 on JetPack 5.1.1. Downgrading to an earlier version of the NVIDIA Container Toolkit resolves the problem. Note that it's sufficient to downgrade only nvidia-container-toolkit and nvidia-container-toolkit-base to version 1.15.0-1; there's no need to purge or downgrade other NVIDIA packages.

I hope this information helps in identifying and fixing the bug.

[Chao-Yao]

Facing the same issue.
Hardware: Jetson Orin NX
JetPack 5.1.1
nvidia-container-toolkit 1.17.2-1