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Tempo: Accelerating Transformer-Based Model Training through Memory Footprint Reduction


Oct 19, 2022
Muralidhar Andoorveedu, Zhanda Zhu, Bojian Zheng, Gennady Pekhimenko

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* Accepted to NeurIPS 2022 

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Hidet: Task Mapping Programming Paradigm for Deep Learning Tensor Programs


Oct 18, 2022
Yaoyao Ding, Cody Hao Yu, Bojian Zheng, Yizhi Liu, Yida Wang, Gennady Pekhimenko

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EcoRNN: Fused LSTM RNN Implementation with Data Layout Optimization


May 22, 2018
Bojian Zheng, Akshay Nair, Qiongsi Wu, Nandita Vijaykumar, Gennady Pekhimenko

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TBD: Benchmarking and Analyzing Deep Neural Network Training


Apr 14, 2018
Hongyu Zhu, Mohamed Akrout, Bojian Zheng, Andrew Pelegris, Amar Phanishayee, Bianca Schroeder, Gennady Pekhimenko

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