apt update && apt upgrade
apt install pve-nvidia-vgpu-helper nvtop pve-headers build-essential
pve-nvidia-vgpu-helper setup
wget https://developer.download.nvidia.com/compute/cuda/repos/debian13/x86_64/cuda-keyring_1.1-1_all.deb apt install ./cuda-keyring_1.1-1_all.deb apt update apt upgrade apt install nvidia-driver-cuda
#!/bin/bash
set -e # Stoppe le script en cas d’erreur
BASE_URL="https://developer.download.nvidia.com/compute/cuda/repos/debian13/x86_64"
# Liste des paquets à télécharger
packages=(
"firmware-nvidia-gsp_590.48.01-1_amd64.deb"
"libnvidia-gpucomp_590.48.01-1_amd64.deb"
"libnvidia-ptxjitcompiler1_590.48.01-1_amd64.deb"
"libnvidia-pkcs11-openssl3_590.48.01-1_amd64.deb"
"libcuda1_590.48.01-1_amd64.deb"
"libcudadebugger1_590.48.01-1_amd64.deb"
"libnvcuvid1_590.48.01-1_amd64.deb"
"libnvidia-cfg1_590.48.01-1_amd64.deb"
"libnvidia-encode1_590.48.01-1_amd64.deb"
"nvidia-modprobe_590.48.01-1_amd64.deb"
"nvidia-kernel-support_590.48.01-1_amd64.deb"
"libnvidia-fbc1_590.48.01-1_amd64.deb"
"libnvidia-ml1_590.48.01-1_amd64.deb"
"libnvidia-nvvm4_590.48.01-1_amd64.deb"
"libnvidia-nvvm704_590.48.01-1_amd64.deb"
"libnvidia-opticalflow1_590.48.01-1_amd64.deb"
"libnvidia-present_590.48.01-1_amd64.deb"
"libnvidia-sandboxutils_590.48.01-1_amd64.deb"
"libnvidia-tileiras_590.48.01-1_amd64.deb"
"libnvoptix1_590.48.01-1_amd64.deb"
"nvidia-opencl-icd_590.48.01-1_amd64.deb"
"nvidia-persistenced_590.48.01-1_amd64.deb"
"nvidia-driver-cuda_590.48.01-1_amd64.deb"
)
echo "=== Téléchargement et installation des paquets NVIDIA CUDA ==="
for pkg in "${packages[@]}"; do
echo ""
echo "--- Téléchargement : $pkg ---"
wget -q "$BASE_URL/$pkg" -O "$pkg"
echo "Installation de $pkg..."
dpkg -i "$pkg"
done
echo ""
echo "=== Tous les paquets ont été installés avec succès ! ==="
echo "Correction des paquets manquants."
apt --fix-broken install
``
# nvidia-smi Wed Jan 14 15:05:04 2026 +-----------------------------------------------------------------------------------------+ | NVIDIA-SMI 590.48.01 Driver Version: 590.48.01 CUDA Version: 13.1 | +-----------------------------------------+------------------------+----------------------+ | 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 | 00000000:86:00.0 Off | 0 | | N/A 38C P8 8W / 70W | 0MiB / 15360MiB | 0% Default | | | | N/A | +-----------------------------------------+------------------------+----------------------+ | 1 Tesla T4 On | 00000000:AF:00.0 Off | 0 | | N/A 38C P8 9W / 70W | 0MiB / 15360MiB | 0% Default | | | | N/A | +-----------------------------------------+------------------------+----------------------+ +-----------------------------------------------------------------------------------------+ | Processes: | | GPU GI CI PID Type Process name GPU Memory | | ID ID Usage | |=========================================================================================| | No running processes found | +-----------------------------------------------------------------------------------------+
# ls -l /dev/nvi* crw-rw-rw- 1 root root 195, 0 Jan 12 23:18 /dev/nvidia0 crw-rw-rw- 1 root root 195, 1 Jan 12 23:18 /dev/nvidia1 crw-rw-rw- 1 root root 195, 255 Jan 12 23:18 /dev/nvidiactl crw-rw-rw- 1 root root 195, 254 Jan 12 23:18 /dev/nvidia-modeset crw-rw-rw- 1 root root 511, 0 Jan 14 11:56 /dev/nvidia-uvm crw-rw-rw- 1 root root 511, 1 Jan 14 11:56 /dev/nvidia-uvm-tools /dev/nvidia-caps: total 0 cr-------- 1 root root 236, 1 Jan 14 11:56 nvidia-cap1 cr--r--r-- 1 root root 236, 2 Jan 14 11:56 nvidia-cap2
apt update & apt upgrade
Le passthrough (ou PCI passthrough / USB passthrough / GPU passthrough) dans Proxmox permet de donner à un conteneur LXC, l'accès direct aux périphériques physiques (ici les GPU des cartes Nvidia) sans passer par la couche de virtualisation. Ces GPU de la Carte Nvidia sont retirés du contrôle de l’hôte Proxmox et attribués directement aux conteneurs LXC.
wget https://developer.download.nvidia.com/compute/cuda/repos/debian13/x86_64/cuda-keyring_1.1-1_all.deb apt install ./cuda-keyring_1.1-1_all.deb apt update apt install cuda-toolkit apt install nvidia-driver-cuda
nvidia-smi