GPU Memory and Utilization Estimation for Training-Aware Resource Management: Opportunities and Limitations

arXiv:2602.17817v2 Announce Type: replace Abstract: Collocating deep learning training tasks improves GPU utilization but risks resource contention, severe slowdowns, and out-of-memory (OOM) failures. Accurate memory estimation is essential for robust collocation, and GPU util...

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