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4-bit Quantization of LSTM-based Speech Recognition Models

Aug 27, 2021
Andrea Fasoli, Chia-Yu Chen, Mauricio Serrano, Xiao Sun, Naigang Wang, Swagath Venkataramani, George Saon, Xiaodong Cui, Brian Kingsbury, Wei Zhang, Zoltán Tüske, Kailash Gopalakrishnan

* 5 pages, 3 figures, Andrea Fasoli and Chia-Yu Chen equally contributed to this work. Paper accepted to Interspeech 2021 

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Enabling Massive Deep Neural Networks with the GraphBLAS

Aug 09, 2017
Jeremy Kepner, Manoj Kumar, José Moreira, Pratap Pattnaik, Mauricio Serrano, Henry Tufo

* 10 pages, 7 figures, to appear in the 2017 IEEE High Performance Extreme Computing (HPEC) conference 

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