I'm now running this build of uncloudd on my GPU server and successfully deployed a test service with this uc build:

services:
  nvidia:
    image: nvidia/cuda:12.8.1-base-ubuntu24.04
    command: tail -f /dev/null
    x-machines: [ gpu-server ]
    gpus: all

I then verified it has access to the GPU with (run on gpu-server):

docker exec <container-id-of-nvidia-service> nvidia-smi

I renamed DeviceRequests to DeviceReservations and updated EvalContainerSpecChange to return a ContainerNeedsRecreate instead of ContainerNeedsUpdate when they are changed.

Just a heads up that I apparently broke something in the last cleanup commit or two on this. The DeviceRequests aren't getting sent in the spec to the servers anymore so a subsequent redeploy of a service didn't have GPU access.

I'll take a look shortly. Apologies for not testing it again after the initial commit. 😢

No worries at all and thank you for raising this! Do you need any help with troubleshooting?

Ah, nevermind, false alarm.

I still had the first version of the daemon running on my server. It was still expecting the DeviceRequests name that we changed to DeviceReservations.

I updated both it and my local uc to a fresh build from main and it's working fine.