A 7nm 4-Core AI Chip with 25.6TFLOPS Hybrid FP8 Training, 102.4TOPS INT4 Inference and Workload-Aware Throttling

Ankur Agrawal, Sae Kyu Lee, Joel Silberman, Matthew M. Ziegler, Mingu Kang, Swagath Venkataramani, Nianzheng Cao, Bruce M. Fleischer, Michael Guillorn, Matt Cohen, Silvia Mueller, Jinwook Oh, Martin Lutz, Jinwook Jung, Siyu Koswatta, Ching Zhou, Vidhi Zalani, James Bonanno, Robert Casatuta, Chia-Yu Chen, Jungwook Choi, Howard Haynie, Alyssa Herbert, Radhika Jain, Monodeep Kar, Kyu-hyoun Kim, Yulong Li, Zhibin Ren, Scot Rider, Marcel Schaal, Kerstin Schelm, Michael Scheuermann, Xiao Sun, Hung Tran, Naigang Wang, Wei Wang, Xin Zhang, Vinay Shah, Brian W. Curran, Vijayalakshmi Srinivasan, Pong-Fei Lu, Sunil Shukla, Leland Chang, Kailash Gopalakrishnan. A 7nm 4-Core AI Chip with 25.6TFLOPS Hybrid FP8 Training, 102.4TOPS INT4 Inference and Workload-Aware Throttling. In IEEE International Solid-State Circuits Conference, ISSCC 2021, San Francisco, CA, USA, February 13-22, 2021. pages 144-146, IEEE, 2021. [doi]

Authors

Ankur Agrawal

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Sae Kyu Lee

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Joel Silberman

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Matthew M. Ziegler

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Mingu Kang

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Swagath Venkataramani

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Nianzheng Cao

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Bruce M. Fleischer

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Michael Guillorn

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Matt Cohen

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Silvia Mueller

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Jinwook Oh

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Martin Lutz

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Jinwook Jung

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Siyu Koswatta

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Ching Zhou

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Vidhi Zalani

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James Bonanno

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Robert Casatuta

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Chia-Yu Chen

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Jungwook Choi

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Howard Haynie

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Alyssa Herbert

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Radhika Jain

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Monodeep Kar

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Kyu-hyoun Kim

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Yulong Li

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Zhibin Ren

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Scot Rider

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Marcel Schaal

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Kerstin Schelm

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Michael Scheuermann

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Xiao Sun

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Hung Tran

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Naigang Wang

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Wei Wang

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Xin Zhang

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Vinay Shah

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Brian W. Curran

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Vijayalakshmi Srinivasan

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Pong-Fei Lu

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Sunil Shukla

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Leland Chang

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Kailash Gopalakrishnan

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