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

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

77 points by steeve 48 days ago | 11 comments

rdyro 43 days ago |

Looks cool!

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

serialx 43 days 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 48 days 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 47 days 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 43 days 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.

marwanet 43 days ago | |

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

imcritic 42 days ago |

Is it capable of exposing metrics in Prometheus format?

steeve 42 days ago | |

consider it done

152334H 43 days ago |

"NPU" seems to refer to trainium only?

synergy20 42 days 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.