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20222024
most citedTowards Universal Performance Modeling for Machine Learning Training on Multi-GPU Platforms

1 citations · 1 across the 3 of their papers we have counts for

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cs.LG2022

Building a Performance Model for Deep Learning Recommendation Model Training on GPUs

Zhongyi Lin, Louis Feng, Ehsan K. Ardestani +5

We devise a performance model for GPU training of Deep Learning Recommendation Models (DLRM), whose GPU utilization is low compared to other well-optimized CV and NLP models. We sh…