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ENTITY Plenty of Room in the Middle: Revealing Opportunities on a GPU Cluster via Fine-Grained Monitoring

Plenty of Room in the Middle: Revealing Opportunities on a GPU Cluster via Fine-Grained Monitoring

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  1. RESEARCH · CL_333169 ·

    GPU cluster monitoring reveals significant underutilization, ample room for optimization

    A new paper from Hugging Face details findings from monitoring a university GPU cluster, revealing significant underutilization. The study found that over 70% of jobs used less than 20% of GPU memory and 50% averaged be…