Alert button
Picture for Dmytro Dzhulgakov

Dmytro Dzhulgakov

Alert button

Deep Learning Recommendation Model for Personalization and Recommendation Systems

May 31, 2019
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

Figure 1 for Deep Learning Recommendation Model for Personalization and Recommendation Systems
Figure 2 for Deep Learning Recommendation Model for Personalization and Recommendation Systems
Figure 3 for Deep Learning Recommendation Model for Personalization and Recommendation Systems
Figure 4 for Deep Learning Recommendation Model for Personalization and Recommendation Systems
Viaarxiv icon

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

Nov 29, 2018
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

Figure 1 for Deep Learning Inference in Facebook Data Centers: Characterization, Performance Optimizations and Hardware Implications
Figure 2 for Deep Learning Inference in Facebook Data Centers: Characterization, Performance Optimizations and Hardware Implications
Figure 3 for Deep Learning Inference in Facebook Data Centers: Characterization, Performance Optimizations and Hardware Implications
Figure 4 for Deep Learning Inference in Facebook Data Centers: Characterization, Performance Optimizations and Hardware Implications
Viaarxiv icon