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20182021
most citedDeep Learning Inference in Facebook Data Centers: Characterization, Performance Optimizations and Hardware Implications

81 citations · 89 across the 3 of their papers we have counts for

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cs.DC2021★ 3 cited

Software-Hardware Co-design for Fast and Scalable Training of Deep Learning Recommendation Models

Dheevatsa Mudigere, Yuchen Hao, Jianyu Huang +50

Deep learning recommendation models (DLRMs) are used across many business-critical services at Facebook and are the single largest AI application in terms of infrastructure demand…