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Simba: Scaling Deep-Learning Inference with Multi-Chip-Module-Based Architecture
Simba: Scaling Deep-Learning Inference with Multi-Chip-Module-Based Architecture
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Simba: Scaling Deep-Learning Inference with Multi-Chip-Module-Based Architecture

Shao, Yakun Sophia ; Clemons, Jason ; Venkatesan, Rangharajan ; Zimmer, Brian ; Fojtik, Matthew ; Jiang, Nan ; Keller, Ben ; Klinefelter, Alicia ; Pinckney, Nathaniel ; Raina, Priyanka ; Tell, Stephen G. ; Zhang, Yanqing ; Dally, William J. ; Emer, Joel ; Gray, C. Thomas ; Khailany, Brucek ; Keckler, Stephen W.

Proceedings of the 52nd Annual IEEE/ACM International Symposium on Microarchitecture, 2019, p.14-27

New York, NY, USA: ACM

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A cloud-scale acceleration architecture
A cloud-scale acceleration architecture
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A cloud-scale acceleration architecture

Caulfield, Adrian M. ; Chung, Eric S. ; Putnam, Andrew ; Angepat, Hari ; Fowers, Jeremy ; Haselman, Michael ; Heil, Stephen ; Humphrey, Matt ; Kaur, Puneet ; Joo-Young Kim ; Lo, Daniel ; Massengill, Todd ; Ovtcharov, Kalin ; Papamichael, Michael ; Woods, Lisa ; Lanka, Sitaram ; Chiou, Derek ; Burger, Doug

2016 49th Annual IEEE/ACM International Symposium on Microarchitecture (MICRO), 2016, p.1-13

IEEE

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Rethinking the Inception Architecture for Computer Vision
Rethinking the Inception Architecture for Computer Vision
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Rethinking the Inception Architecture for Computer Vision

Szegedy, Christian ; Vanhoucke, Vincent ; Ioffe, Sergey ; Shlens, Jon ; Wojna, Zbigniew

2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016, p.2818-2826

IEEE

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4
Practical Block-Wise Neural Network Architecture Generation
Practical Block-Wise Neural Network Architecture Generation
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Practical Block-Wise Neural Network Architecture Generation

Zhong, Zhao ; Yan, Junjie ; Wu, Wei ; Shao, Jing ; Liu, Cheng-Lin

2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2018, p.2423-2432

IEEE

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5
Random Fill Cache Architecture
Random Fill Cache Architecture
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Random Fill Cache Architecture

Liu, Fangfei ; Lee, Ruby B.

2014 47th Annual IEEE/ACM International Symposium on Microarchitecture, 2014, p.203-215

Washington, DC, USA: IEEE Computer Society

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6
NetVLAD: CNN Architecture for Weakly Supervised Place Recognition
NetVLAD: CNN Architecture for Weakly Supervised Place Recognition
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NetVLAD: CNN Architecture for Weakly Supervised Place Recognition

Arandjelovic, Relja ; Gronat, Petr ; Torii, Akihiko ; Pajdla, Tomas ; Sivic, Josef

2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016, p.5297-5307

IEEE

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Rethinking the Faster R-CNN Architecture for Temporal Action Localization
Rethinking the Faster R-CNN Architecture for Temporal Action Localization
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Rethinking the Faster R-CNN Architecture for Temporal Action Localization

Chao, Yu-Wei ; Vijayanarasimhan, Sudheendra ; Seybold, Bryan ; Ross, David A. ; Deng, Jia ; Sukthankar, Rahul

2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2018, p.1130-1139

IEEE

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8
Learning Transferable Architectures for Scalable Image Recognition
Learning Transferable Architectures for Scalable Image Recognition
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Learning Transferable Architectures for Scalable Image Recognition

Zoph, Barret ; Vasudevan, Vijay ; Shlens, Jonathon ; Le, Quoc V.

2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2018, p.8697-8710

IEEE

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DaDianNao: A Machine-Learning Supercomputer
DaDianNao: A Machine-Learning Supercomputer
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DaDianNao: A Machine-Learning Supercomputer

Chen, Yunji ; Luo, Tao ; Liu, Shaoli ; Zhang, Shijin ; He, Liqiang ; Wang, Jia ; Li, Ling ; Chen, Tianshi ; Xu, Zhiwei ; Sun, Ninghui ; Temam, Olivier

2014 47th Annual IEEE/ACM International Symposium on Microarchitecture, 2014, p.609-622

Washington, DC, USA: IEEE Computer Society

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Universal Denoising Networks : A Novel CNN Architecture for Image Denoising
Universal Denoising Networks : A Novel CNN Architecture for Image Denoising
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Universal Denoising Networks : A Novel CNN Architecture for Image Denoising

Lefkimmiatis, Stamatios

2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2018, p.3204-3213

IEEE

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