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MTIA: First Generation Silicon Targeting Meta's Recommendation Systems.

Amin Firoozshahian, Joel Coburn,Roman Levenstein, Rakesh Nattoji, Ashwin Kamath, Olivia Wu, Gurdeepak Grewal, Harish Aepala, Bhasker Jakka, Bob Dreyer, Adam Hutchin,Utku Diril,Krishnakumar Nair,Ehsan K. Ardestani,Martin Schatz,Yuchen Hao,Rakesh Komuravelli, Kunming Ho, Sameer Abu Asal, Joe Shajrawi, Kevin Quinn, Nagesh Sreedhara, Pankaj Kansal, Willie Wei, Dheepak Jayaraman, Linda Cheng, Pritam Chopda, Eric Wang, Ajay Bikumandla, Arun Karthik Sengottuvel, Krishna Thottempudi, Ashwin Narasimha, Brian Dodds, Cao Gao, Jiyuan Zhang, Mohammad Al-Sanabani, Ana Zehtabioskui,Jordan Fix,Hangchen Yu,Richard Li, Kaustubh Gondkar,Jack Montgomery, Mike Tsai, Saritha Dwarakapuram, Sanjay Desai, Nili Avidan, Poorvaja Ramani, Karthik Narayanan, Ajit Mathews, Sethu Gopal,Maxim Naumov,Vijay Rao, Krishna Noru, Harikrishna Reddy, Prahlad Venkatapuram,Alexis Bjorlin

International Symposium on Computer Architecture(2023)

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关键词
Accelerators,Machine Learning,Inference,Recommendation Systems,Performance,Programmability
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