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Publications
Our publications provide insight into some of our leading-edge research.
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2022
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Artificial Intelligence and Machine Learning
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Artificial Intelligence and Machine Learning
Programming Languages, Systems and Tools
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Artificial Intelligence and Machine Learning
Programming Languages, Systems and Tools
2022
Demystifying Map Space Exploration for NPUs
Sheng-Chun Kao,
Angshuman Parashar
,
Po-An Tsai
, Tushar Krishna
Marvel: A Data-Centric Approach for Mapping Deep Learning Operators on Spatial Accelerators
Prasanth Chatarasi, Hyoukjun Kwon,
Angshuman Parashar
,
Michael Pellauer
, Tushar Krishna, Vivek Sarkar
2021
Union: A Unified HW-SW Co-Design Ecosystem in MLIR for Evaluating Tensor Operations on Spatial Accelerators
Geonhwa Jeong, Gokcen Kestor, Prasanth Chatarasi,
Angshuman Parashar
,
Po-An Tsai
, Sivasankaran Rajamanickam, Roberto Gioiosa, Tushar Krishna
2020
A Programmable Approach to Neural Network Compression
Vinu Joseph, Ganesh L. Gopalakrishnan,
Saurav Muralidharan
,
Michael Garland
, Animesh Garg
2019
Timeloop: A Systematic Approach to DNN Accelerator Evaluation
Angshuman Parashar
, Priyanka Raina, Yakun Sophia Shao, Yu-Hsin Chen, Victor A. Ying, Anurag Mukkara,
Rangharajan Venkatesan
,
Brucek Khailany
,
Steve Keckler
,
Joel Emer