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20222026
most citedHEAT: A Highly Efficient and Affordable Training System for Collaborative Filtering Based Recommendation on CPUs

2 citations · 4 across the 9 of their papers we have counts for

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cs.LG2023

Benchmarking and In-depth Performance Study of Large Language Models on Habana Gaudi Processors

Chengming Zhang, Baixi Sun, Xiaodong Yu +5

Transformer models have achieved remarkable success in various machine learning tasks but suffer from high computational complexity and resource requirements. The quadratic complex…

cs.DC2023★ 2 cited

HEAT: A Highly Efficient and Affordable Training System for Collaborative Filtering Based Recommendation on CPUs

Chengming Zhang, Shaden Smith, Baixi Sun +6

Collaborative filtering (CF) has been proven to be one of the most effective techniques for recommendation. Among all CF approaches, SimpleX is the state-of-the-art method that ado…