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Published 20 hours ago • verified publisher icon Syllo

"No GPU to monitor" on Jetson AGX Xavier

Open Jason-wwww opened this issue 2 years ago • 8 comments

I have installed the 'nvtop' on Jetson AGX Xavier and I got this output "No GPU to monitor" while running "nvtop" to start it.

Jason-wwww avatar Jun 03 '22 14:06 Jason-wwww

I have the exact same issue. Note that deviceQuery from cuda-samples works perfectly fine. How can we do whatever configuration is necessary to get nvtop working?

cxed avatar Jun 03 '22 15:06 cxed

Jetpack's jtop also works.

cxed avatar Jun 03 '22 15:06 cxed

Jetpack's jtop also works.

I can also use 'jtop', but 'nvtop' did not work.

Jason-wwww avatar Jun 04 '22 02:06 Jason-wwww

Hello, nvtop will try to dynamically load libnvidia-ml.so or libnvidia-ml.so.1 to query the GPU state. Is this library installed? Can you also please provide the nvidia driver version

Syllo avatar Jun 04 '22 08:06 Syllo

I'm trying to figure out how to install libnvidia-ml.so on a Jetson Xavier. This is a SoC which needs the tegra drivers (present and working). There is no nvidia kernel module running and I don't know if that is necessary or valid. The display works, some diagnostic tools certainly find and can monitor the "GPU" (which isn't a proper graphics card in the classic sense). Any thoughts on how this critical library (libnvidia-ml) can be installed directly for aarch64?

cxed avatar Jun 06 '22 18:06 cxed

It usually comes packaged with the NVIDIA drivers or CUDA. https://packages.ubuntu.com/jammy/libnvidia-ml-dev seems to provide it for Ubuntu.

Syllo avatar Jun 09 '22 11:06 Syllo

Thanks for your valuable response Syllo. Your link highlights the problem I think. The libnvidia-ml-dev packages for 22.04 does seem available for arm64, which is fine. But for 20.04 it does not seem to be available for that architecture. This is pretty frustrating since it's an Nvidia machine where Nvidia picks out everything - including what version of Ubuntu to run. Maybe not your problem and I do appreciate the good tip of what to look for. Any ideas for getting this on the stock distro Nvidia's own Jetpack installed (Ubuntu 20.04)? Thanks!

cxed avatar Jun 10 '22 13:06 cxed

According to the NVIDIA website it should be included with cuda. It may be in a non-standard location, you could search for it on your system find / -name libnvidia-ml.so.1.

There is always the hack of downloading the .deb package from debian, ignoring the missing dependencies, and remove it if it does not work.

Other than that I don't know.

Syllo avatar Jun 15 '22 19:06 Syllo

Closing for inactivity. Feel free to reopen if the issue persists.

Syllo avatar Sep 03 '22 08:09 Syllo

This issue also exists on Nvidia Jetson Orin. Please reopen.

pktiuk avatar Jul 19 '23 11:07 pktiuk

I'm using a Jetson Orin NX. That library does exist at the following path: /usr/local/cuda-11.4/targets/aarch64-linux/lib/stubs/libnvidia-ml.so That is, however, the only instance of that library.

As NVIDIA's jtop utility is horribly unstable (crashes as frequently as once every 2-3 minutes if processes come and go), I'll spend some time trying to get this to build on mine.

ratsputin avatar Jul 22 '23 21:07 ratsputin

@ratsputin
Do you know how can I ensure nvtop uses this library? (due to operating system used on my jetson I have to use snap package)

pktiuk avatar Jul 24 '23 08:07 pktiuk

Hello, Nvtop uses the dynamic linker to load the libraries. If the libraries are not in the linker search path you can add additional paths using LD_LIBRARY_PATH (man ld.so), for example, LD_LIBRARY_PATH=/usr/local/cuda-11.4/targets/aarch64-linux/lib/stubs/ nvtop (this option is ignored in secure-execution mode).

Syllo avatar Jul 24 '23 11:07 Syllo