Utilyze – an open source GPU monitoring tool more accurate than nvtop

Show HN: Utilyze – an open source GPU monitoring tool more accurate than nvtop

Utilyze – an open source GPU monitoring tool more accurate than nvtop is a company in show hn launch.

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The standard GPU utilization metric reported by nvidia-smi, nvtop, Weights & Biases, Amazon CloudWatch, Google Cloud Monitoring, and Azure Monitor is highly misleading. It reports the fraction of time that any kernel is running on the GPU, which means a GPU can report 100% utilization even if only a small portion of its compute capacity is actually being used. In practice, we've seen workloads with ~1–10% real compute throughput while dashboards show 100%.This becomes a problem when teams rely on that metric for capacity planning or optimization decisions, it can make underutilized systems look saturated.We're releasing an open-source (Apache 2.0) tool, Utilyze, to measure GPU utilization di

As a business in show hn launch, Utilyze – an open source GPU monitoring tool more accurate than nvtop is listed here with the public details available about it.

Its current recorded stage is Show HN launch.

Website: www.systalyze.com/utilyze