Zml-smi: universal monitoring tool for GPUs, TPUs and NPUs

[−] rdyro 40d ago

Looks cool!

nvtop can actually support TPUs too via https://github.com/rdyro/libtpuinfo/ https://github.com/Syllo/nvtop/blob/76890233d759199f50ad3bdb...

[−] serialx 40d ago

Look into all-smi https://github.com/lablup/all-smi It supports all GPUs thinkable including Apple Silicon and many AI accelerator cards.

[−] mrflop 45d ago

Renaming fopen64 to intercept library calls feels like a brittle hack masquerading as "sandboxing." Why not just upstream this hardware support to nvtop instead of fragmenting the ecosystem?

[−] steeve 45d ago

sadly, sandboxing is something that can't be upstreamed. this way, sandboxing is kept in zml instead of patching mesa.

as for nvtop, great program, but we missed a few features (such as sandboxing)

[−] pstuart 40d ago

It looks cool and I was excited to get monitoring for the NPU on my Ryzen AI 395+, unfortunately it does not show. NPU support in linux really seems to be an afterthought.

[−] steeve 40d ago

Weird, because we tried it. It doesn’t show anything?

We use the amdsmi to get metrics. I’ll investigate.

[−] marwanet 40d ago

If this logic were pushed into nvtop, wouldn't the codebase become unmaintainable? Each vendor's interception method is going to be different.

[−] nareyko 40d ago

[dead]

[−] imcritic 40d ago

Is it capable of exposing metrics in Prometheus format?

[−] steeve 40d ago

consider it done

[−] 152334H 40d ago

"NPU" seems to refer to trainium only?

[−] synergy20 40d ago

would be nice to have cpu usage added so I have all in one?

currently I use btop which shows basic gpu load along with cpu, network, etc.

Zml-smi: universal monitoring tool for GPUs, TPUs and NPUs (zml.ai)

11 comments