Amit Sabne

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A Flexible Approach to Autotuning Multi-Pass Machine Learning Compilers
Amit Sabne
Berkin Ilbeyi
Bjarke Roune
Blake Hechtman
Christof Angermueller
Emma Wang
Karthik Srinivasa Murthy
Ketan Mandke
Mangpo Phothilimthana
Mike Burrows
Nikhil Sarda
Rezsa Farahani
Samuel J. Kaufman
Shen Wang
Sudip Roy
Yanqi Zhou
Yuanzhong Xu
PACT (2021)
A Learned Performance Model for Tensor Processing Units
Amit Sabne
Charith Mendis
Mangpo Phothilimthana
Mike Burrows
Samuel J. Kaufman
Sudip Roy
Yanqi Zhou
MLSys (2021)
XLA : Compiling Machine Learning for Peak Performance
Amit Sabne
(2020)
Fast Distributed Bandits for Online Recommendation Systems
Amit Sabne
Kanak Mahadik
Qingyun Wu
Shuai Li
International Parallel & Distributed Processing Symposium, IEEE (2019) (to appear)
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