ETTE: Efficient Tensor-Train-based Computing Engine for Deep Neural Networks

Author:

Gong Yu1ORCID,Yin Miao2ORCID,Huang Lingyi2ORCID,Xiao Jinqi2ORCID,Sui Yang2ORCID,Deng Chunhua3ORCID,Yuan Bo2ORCID

Affiliation:

1. Rutger University, Piscataway, USA

2. Rutgers University, Piscataway, USA

3. Rutgers University, Milpitas, USA

Funder

NSF

Publisher

ACM

Reference62 articles.

1. Bit-pragmatic deep neural network computing

2. Manoj Alwani , Han Chen , Michael Ferdman , and Peter Milder . 2016 . Fused-layer CNN accelerators . In 2016 49th Annual IEEE/ACM International Symposium on Microarchitecture (MICRO). IEEE, 1--12 . Manoj Alwani, Han Chen, Michael Ferdman, and Peter Milder. 2016. Fused-layer CNN accelerators. In 2016 49th Annual IEEE/ACM International Symposium on Microarchitecture (MICRO). IEEE, 1--12.

3. Xuyi Cai , Ying Wang , Xiaohan Ma , Yinhe Han , and Lei Zhang . 2022 . DeepBurning-SEG: Generating DNN Accelerators of Segment-Grained Pipeline Architecture. In 2022 55th IEEE/ACM International Symposium on Microarchitecture (MICRO). IEEE, 1396--1413 . Xuyi Cai, Ying Wang, Xiaohan Ma, Yinhe Han, and Lei Zhang. 2022. DeepBurning-SEG: Generating DNN Accelerators of Segment-Grained Pipeline Architecture. In 2022 55th IEEE/ACM International Symposium on Microarchitecture (MICRO). IEEE, 1396--1413.

4. Eyeriss

5. Yu Cheng , Duo Wang , Pan Zhou , and Tao Zhang . 2017. A survey of model compression and acceleration for deep neural networks. arXiv preprint arXiv:1710.09282 ( 2017 ). Yu Cheng, Duo Wang, Pan Zhou, and Tao Zhang. 2017. A survey of model compression and acceleration for deep neural networks. arXiv preprint arXiv:1710.09282 (2017).

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