GPU passthrough to virtual machines

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Using a GPU reduces the load on the CPUs and RAM. For Zoneminder, /dev/shm at 50% reduction and load is about 30% what it was before deploying a NVidia GTX 1050.

Nvidia GPU in VMware

The versions shown here are essential because it did not work at all prior to some updates, crashed the host and the VM would not start. The versions are the latest current at 6 Aug 2020.

  • Host: Dell T320, 1 socket Xeon E5-2407 2.2 GHz CPU, BIOS 2.9.0
  • VMware: ESXI 6.5.0 patch level 16576891
  • GPU: MSI Geforce GTX 1050 Ti (this card does not require any host BIOS settings changing, nor Memory Mapped I/O settings on the VM)
  • Cameras: Four Reolink RLC-520. Encoding at 2048 x 1536, 10 fps, High H.264 profile
  • VM: Ubuntu 20.04 LTS server with no extras. Four vCPUs, 6 GB RAM, 30GB root and EFI, 300GB XFS for /var

ESXi host

ssh into the host and edit /etc/vmware/passthru.map. Change the word bridge to link. This avoids a PSOD <ref>https://www.reddit.com/r/vmware/comments/f3xsgj/nvidia_gpu_esx_65_dell_t320_pci_passthrough_crash/ - Reddit post - NVIDIA GPU / ESX 6.5 / DELL T320 / PCI Pass-through crash on shutdown</ref> on the host when restarting the VM with the GPU passed through to it. <syntaxhighlight lang="text">

  1. NVIDIA

10de ffff link false

</syntaxhighlight>Pass the GPU through to the host using the DirectPath I/O mechanism <ref>https://blogs.vmware.com/apps/2018/09/using-gpus-with-virtual-machines-on-vsphere-part-2-vmdirectpath-i-o.html - Using GPUs with Virtual Machines on vSphere – Part 2: VMDirectPath I/O</ref> and reboot, then connect both devices to the VM. There will be an audio card and the video card itself.

Ubuntu VM

The VM must use EFI so the install must use the Ubuntu server installer and not the minimal installer which will not work with efiboot. VM type set to Ubuntu 64 bit.

In Advanced settings for the VM, set the following flag to false. This setting disables informing the VM it is a VM. This avoids a problem where the GPU fails to initialise properly:<syntaxhighlight lang="ini"> hypervisor.cpuid.v0 = FALSE </syntaxhighlight>

Nvidia drivers and CUDA

These instructions stay within the drivers etc provided by Ubuntu LTS. NVidia as upstream also provide drivers and these will be newer but may break something.

Use this command to decide which driver to install:<syntaxhighlight lang="shell-session">

  1. ubuntu-drivers devices

</syntaxhighlight>Install the "headless" version of the driver and reboot:<syntaxhighlight lang="shell-session">

  1. apt install nvidia-headless-440

</syntaxhighlight>Run this to confirm it is working after rebooting:<syntaxhighlight lang="shell-session">

  1. nvidia-smi

</syntaxhighlight>If you just need decoding eg for Zoneminder - this provides libnvcuvid.so:<syntaxhighlight lang="shell-session">

  1. apt install libnvidia-decode-440

</syntaxhighlight>

Testing

Check ffmpeg has cuda support:<syntaxhighlight lang="shell-session">

  1. ffmpeg -hwaccels

ffmpeg version 4.2.4-1ubuntu0.1 Copyright (c) 2000-2020 the FFmpeg developers ... Hardware acceleration methods: vdpau cuda vaapi drm opencl cuvid </syntaxhighlight> There should be no error messages relating to libraries when you run something like this, which streams from a camera to /dev/null and uses CUDA:<syntaxhighlight lang="shell-session">

  1. ffmpeg -hwaccel cuda -i "rtmp://HOSTNAME_OR_IP/bcs/channel0_main.bcs?channel=0&stream=0&user=admin&password=PASSWORD" -an -f rawvideo -y /dev/null

</syntaxhighlight>In another console, you could run nvidia-smi and see a process using the GPU.

References

<references />

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