William Dally
William Dally
Bell Professor of Engineering, Stanford University; Chief Scientist, NVIDIA
Verified email at stanford.edu
Title
Cited by
Cited by
Year
Deep compression: Compressing deep neural networks with pruning, trained quantization and huffman coding
S Han, H Mao, WJ Dally
arXiv preprint arXiv:1510.00149, 2015
59162015
SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and< 0.5 MB model size
FN Iandola, S Han, MW Moskewicz, K Ashraf, WJ Dally, K Keutzer
arXiv preprint arXiv:1602.07360, 2016
47012016
Route packets, not wires: on-chip inteconnection networks
WJ Dally, B Towles
Proceedings of the 38th annual design automation conference, 684-689, 2001
45162001
Principles and practices of interconnection networks
WJ Dally, BP Towles
Elsevier, 2004
43722004
Learning both weights and connections for efficient neural networks
S Han, J Pool, J Tran, WJ Dally
arXiv preprint arXiv:1506.02626, 2015
40852015
Deadlock-free message routing in multiprocessor interconnection networks
WJ Dally, CL Seitz
California Institute of Technology, 1988
29181988
EIE: Efficient inference engine on compressed deep neural network
S Han, X Liu, H Mao, J Pu, A Pedram, MA Horowitz, WJ Dally
ACM SIGARCH Computer Architecture News 44 (3), 243-254, 2016
20012016
Virtual-channel flow control
WJ Dally
IEEE Transactions on Parallel and Distributed systems 3 (2), 194-205, 1992
18931992
Performance analysis of k-ary n-cube interconnection networks
WJ Dally
IEEE transactions on Computers 39 (06), 775-785, 1990
13931990
Exascale computing study: Technology challenges in achieving exascale systems
K Bergman, S Borkar, D Campbell, W Carlson, W Dally, M Denneau, ...
Defense Advanced Research Projects Agency Information Processing Techniques …, 2008
13922008
Digital systems engineering
WJ Dally, WJ Dally, JW Poulton
Cambridge university press, 1998
13121998
The torus routing chip
WJ Dally, CL Seitz
Distributed computing 1 (4), 187-196, 1986
1272*1986
Memory access scheduling
S Rixner, WJ Dally, UJ Kapasi, P Mattson, JD Owens
ACM SIGARCH Computer Architecture News 28 (2), 128-138, 2000
12602000
The GPU computing era
J Nickolls, WJ Dally
IEEE micro 30 (2), 56-69, 2010
11752010
Trained ternary quantization
C Zhu, S Han, H Mao, WJ Dally
arXiv preprint arXiv:1612.01064, 2016
8292016
Deadlock-free adaptive routing in multicomputer networks using virtual channels
WJ Dally, H Aoki
IEEE transactions on Parallel and Distributed Systems 4 (4), 466-475, 1993
7741993
Scnn: An accelerator for compressed-sparse convolutional neural networks
A Parashar, M Rhu, A Mukkara, A Puglielli, R Venkatesan, B Khailany, ...
ACM SIGARCH Computer Architecture News 45 (2), 27-40, 2017
7352017
A delay model and speculative architecture for pipelined routers
LS Peh, WJ Dally
Proceedings HPCA Seventh International Symposium on High-Performance …, 2001
7152001
Design tradeoffs for tiled CMP on-chip networks
J Balfour, WJ Dally
ACM International conference on supercomputing 25th anniversary volume, 390-401, 2006
6972006
Deep gradient compression: Reducing the communication bandwidth for distributed training
Y Lin, S Han, H Mao, Y Wang, WJ Dally
arXiv preprint arXiv:1712.01887, 2017
6792017
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