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Deep Learning Recommendation Model for Personalization and Recommendation Systems



Maxim Naumov , Dheevatsa Mudigere , Hao-Jun Michael Shi , Jianyu Huang , Narayanan Sundaraman , Jongsoo Park , Xiaodong Wang , Udit Gupta , Carole-Jean Wu , Alisson G. Azzolini , Dmytro Dzhulgakov , Andrey Mallevich , Ilia Cherniavskii , Yinghai Lu , Raghuraman Krishnamoorthi , Ansha Yu , Volodymyr Kondratenko , Stephanie Pereira , Xianjie Chen , Wenlin Chen , Vijay Rao , Bill Jia , Liang Xiong , Misha Smelyanskiy

* 10 pages, 6 figures 

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Deep Learning Inference in Facebook Data Centers: Characterization, Performance Optimizations and Hardware Implications



Jongsoo Park , Maxim Naumov , Protonu Basu , Summer Deng , Aravind Kalaiah , Daya Khudia , James Law , Parth Malani , Andrey Malevich , Satish Nadathur , Juan Pino , Martin Schatz , Alexander Sidorov , Viswanath Sivakumar , Andrew Tulloch , Xiaodong Wang , Yiming Wu , Hector Yuen , Utku Diril , Dmytro Dzhulgakov , Kim Hazelwood , Bill Jia , Yangqing Jia , Lin Qiao , Vijay Rao , Nadav Rotem , Sungjoo Yoo , Mikhail Smelyanskiy


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