Meta's Second Generation AI Chip: Model-Chip Co-Design and Productionization Experiences.

Bhasker Jakka Joel Coburn Chunqiang Tang Sameer Abu Asal Neeraj Agrawal Raviteja Chinta Harish Dattatraya Dixit Brian Dodds Saritha Dwarakapuram Amin Firoozshahian Cao Gao Kaustubh Gondkar Tyler Graf Junhan Hu Jian Huang Sterling Hughes Adam Hutchin Bhasker Jakka Guoqiang Jerry Chen Indu Kalyanaraman Ashwin Kamath Pankaj Kansal Erum Kazi Roman Levenstein Mahesh Maddury Alex Mastro Siji Medaiyese Pritesh Modi Jack Montgomery Nadathur Satish Amit Nagpal Ashwin Narasimha Maxim Naumov Eleanor Ozer Jongsoo Park Poorvaja Ramani Harikrishna Reddy David Reiss Deboleena Roy Sathish Sekar Arushi Sharma Pavan Shetty Aravind Sukumaran-Rajam Eran Tal Mike Tsai Shreya Varshini Richard Wareing Olívia Wu Xiaolong Xie Jinghan Yang Hangchen Yu Tanmay Zargar Zitong Zeng Feixiong Zhang Ajit Mathews Xun Jiao Jiyuan Zhang 0008 Emmanuel Menage Truls Edvard Stokke Mohammed Sourouri Meta's Second Generation AI Chip: Model-Chip Co-Design and Productionization Experiences. 1689-1702 2025 ISCA https://doi.org/10.1145/3695053.3731409 conf/isca/2025 db/conf/isca/isca2025.html#CoburnTAACDDDFG25 Amin Firoozshahian Joel Coburn Roman Levenstein Rakesh Nattoji Ashwin Kamath Olívia 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 0006 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 0008 Mohammed Al-Sanabani Ana Zehtabioskuie 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 MTIA: First Generation Silicon Targeting Meta's Recommendation Systems. 80:1-80:13 2023 ISCA https://doi.org/10.1145/3579371.3589348 https://www.wikidata.org/entity/Q130930515 conf/isca/2023 db/conf/isca/isca2023.html#FiroozshahianCL23 Bhasker Jakka Dillip Dash Caner Yalcin Ly Dang Omar Mire Aldo Cometti A Flexible High Throughput FPGA Based Prototype Platform for RW Channel Development. 41-47 2009 IEEE International Workshop on Rapid System Prototyping https://doi.org/10.1109/RSP.2009.38 https://doi.ieeecomputersociety.org/10.1109/RSP.2009.38 conf/rsp/2009 db/conf/rsp/rsp2009.html#JakkaDYDMC09 Harish Aepala Neeraj Agrawal Mohammed Al-Sanabani Ehsan K. Ardestani Sameer Abu Asal Nili Avidan Ajay Bikumandla Alexis Bjorlin Guoqiang Jerry Chen Linda Cheng Raviteja Chinta Pritam Chopda Joel Coburn Aldo Cometti Ly Dang Dillip Dash Sanjay Desai Utku Diril Harish Dattatraya Dixit Brian Dodds Bob Dreyer Saritha Dwarakapuram Amin Firoozshahian Jordan Fix Cao Gao Kaustubh Gondkar Sethu Gopal Tyler Graf Gurdeepak Grewal Yuchen Hao Kunming Ho Junhan Hu Jian Huang Sterling Hughes Adam Hutchin Dheepak Jayaraman Xun Jiao Indu Kalyanaraman Ashwin Kamath Pankaj Kansal Erum Kazi Rakesh Komuravelli Roman Levenstein Richard Li Mahesh Maddury Alex Mastro Ajit Mathews Siji Medaiyese Emmanuel Menage Omar Mire Pritesh Modi Jack Montgomery Amit Nagpal Krishnakumar Nair Ashwin Narasimha Karthik Narayanan Rakesh Nattoji Maxim Naumov Krishna Noru Eleanor Ozer Jongsoo Park Kevin Quinn 0006 Poorvaja Ramani Vijay Rao Harikrishna Reddy David Reiss Deboleena Roy Nadathur Satish Martin Schatz Sathish Sekar Arun Karthik Sengottuvel Joe Shajrawi Arushi Sharma Pavan Shetty Mohammed Sourouri Nagesh Sreedhara Truls Edvard Stokke Aravind Sukumaran-Rajam Eran Tal Chunqiang Tang Krishna Thottempudi Mike Tsai Shreya Varshini Prahlad Venkatapuram Eric Wang Richard Wareing Willie Wei Olívia Wu Xiaolong Xie Caner Yalcin Jinghan Yang Hangchen Yu Tanmay Zargar Ana Zehtabioskuie Zitong Zeng Feixiong Zhang Jiyuan Zhang 0008