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Support of GPU accelerated video processing applications

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dcasota edited this page May 3, 2023 · 1 revision

Photon OS supports GPU-accelerated video processing, machine-learning and computer vision applications.

PCIUtils

Install pciutils and check which GPU is listed, use lspci.

tdnf install -y pciutils
lspci

lspci-Output

# lspci
0000:00:00.0 Host bridge: Intel Corporation 440BX/ZX/DX - 82443BX/ZX/DX Host bridge (AGP disabled) (rev 03)
0000:00:07.0 ISA bridge: Intel Corporation 82371AB/EB/MB PIIX4 ISA (rev 01)
0000:00:07.1 IDE interface: Intel Corporation 82371AB/EB/MB PIIX4 IDE (rev 01)
0000:00:07.3 Bridge: Intel Corporation 82371AB/EB/MB PIIX4 ACPI (rev 02)
0000:00:08.0 VGA compatible controller: Microsoft Corporation Hyper-V virtual VGA
0001:00:00.0 VGA compatible controller: NVIDIA Corporation GM204GL [Tesla M60] (rev a1)

NVidia GPU drivers

Install the NVidia GPU drivers.

This section describes how to install the NVidia GPU drivers using the Runfile installer method.

  1. Consult the Software Matrix for GPU architecture and required driver support.

  2. Update packages with impact to NVidia components or for installation helper purpose.

    tdnf update -y docker
tdnf install -y build-essential wget tar

if [ `uname -r | grep -o "-esx" | wc -l` -eq 0 ]; then
  tdnf install -y linux-devel; else
  tdnf install -y linux-esx-devel
fi

reboot

  3. Download and install the NVidia Runfile installer

    Obtain the latest version of Runfile installers from the NVIDIA Linux driver downloads site.

    wget https://us.download.nvidia.com/tesla/470.141.03/NVIDIA-Linux-x86_64-470.141.03.run
chmod a+x ./NVIDIA-Linux-x86_64-470.141.03.run
./NVIDIA-Linux-x86_64-470.141.03.run --kernel-source-path=/usr/lib/modules/`uname -r`/build --ui=none --no-questions --accept-license

  4. Check if the GPU is detected. Sample output:

    nvidia-smi
root@NVidia01 [ / ]# nvidia-smi
Wed Aug 24 07:02:55 2022       
+-----------------------------------------------------------------------------+
| NVIDIA-SMI 470.141.03   Driver Version: 470.141.03   CUDA Version: 11.4     |
|-------------------------------+----------------------+----------------------+
| 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 M60           Off  | 00003130:00:00.0 Off |                  Off |
| N/A   34C    P0    36W / 150W |      0MiB /  8129MiB |      0%      Default |
|                               |                      |                  N/A |
+-------------------------------+----------------------+----------------------+
                                                                           
+-----------------------------------------------------------------------------+
| Processes:                                                                  |
|  GPU   GI   CI        PID   Type   Process name                  GPU Memory |
|        ID   ID                                                   Usage      |
|=============================================================================|
|  No running processes found                                                 |
+-----------------------------------------------------------------------------+

For containerized drivers and additional installer format information, see NVidia Cloud Native Documentation.

Intel GPU drivers

For Intel GPUs, consult Intel® software for general purpose GPU capabilities.

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