Zhaoxia (Summer) Deng
Zhaoxia (Summer) Deng
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Title
Cited by
Cited by
Year
Glow: Graph lowering compiler techniques for neural networks
N Rotem, J Fix, S Abdulrasool, G Catron, S Deng, R Dzhabarov, N Gibson, ...
arXiv preprint arXiv:1805.00907, 2018
1582018
Deep learning inference in facebook data centers: Characterization, performance optimizations and hardware implications
J Park, M Naumov, P Basu, S Deng, A Kalaiah, D Khudia, J Law, P Malani, ...
arXiv preprint arXiv:1811.09886, 2018
952018
Memory cocktail therapy: A general learning-based framework to optimize dynamic tradeoffs in nvms
Z Deng, L Zhang, N Mishra, H Hoffmann, FT Chong
Proceedings of the 50th Annual IEEE/ACM International Symposium on …, 2017
272017
Quantum rotations: a case study in static and dynamic machine-code generation for quantum computers
D Kudrow, K Bier, Z Deng, D Franklin, Y Tomita, KR Brown, FT Chong
Proceedings of the 40th Annual International Symposium on Computer …, 2013
262013
Reduced-precision memory value approximation for deep learning
Z Deng, C Xu, Q Cai, P Faraboschi
Hewlett Packard Labs, HPL-2015-100, 2015
152015
Herniated hash tables: Exploiting multi-level phase change memory for in-place data expansion
Z Deng, L Zhang, D Franklin, FT Chong
Proceedings of the 2015 International Symposium on Memory Systems, 247-257, 2015
112015
Open-sourcing FBGEMM for state-of-the-art server-side inference
DS Khudia, P Basu, S Deng
82018
Glow: Graph Lowering Compiler Techniques for Neural Networks. CoRR abs/1805.00907 (2018)
N Rotem, J Fix, S Abdulrasool, S Deng, R Dzhabarov, J Hegeman, ...
arXiv preprint arXiv:1805.00907, 2018
72018
FBGEMM: Enabling High-Performance Low-Precision Deep Learning Inference
D Khudia, J Huang, P Basu, S Deng, H Liu, J Park, M Smelyanskiy
arXiv preprint arXiv:2101.05615, 2021
62021
Deep Learning Inference in Facebook Data Centers: Characterization, Performance Optimizations and Hardware Implications. CoRR abs/1811.09886 (2018)
J Park, M Naumov, P Basu, S Deng, A Kalaiah, DS Khudia, J Law, ...
arXiv preprint arXiv:1811.09886, 2018
52018
Lemonade from lemons: Harnessing device wearout to create limited-use security architectures
Z Deng, A Feldman, SA Kurtz, FT Chong
ACM SIGARCH Computer Architecture News 45 (2), 361-374, 2017
52017
First-Generation Inference Accelerator Deployment at Facebook
M Anderson, B Chen, S Chen, S Deng, J Fix, M Gschwind, A Kalaiah, ...
arXiv preprint arXiv:2107.04140, 2021
12021
Thermal-aware, heterogeneous materials for improved energy and reliability in 3D PCM architectures
H Saadeldeen, Z Deng, T Sherwood, FT Chong
Proceedings of the International Symposium on Memory Systems, 223-236, 2017
12017
Dynamic Machine-Code Generation for Quantum Rotations
D Kudrow, K Bier, Z Deng, D Franklin, FT Chong
GSWC 2013 23, 2013
12013
A Statistical View of Architecture Design
Z Deng
University of California, Santa Barbara, 2017
2017
Glow: Graph Lowering Compiler Techniques for Neural Networks
S Abdulrasool, S Deng, R Dzhabarov, J Fix, J Hegeman, R Levenstein, ...
Statistical program analysis assisted cost-effective sampling in large scale scientific simulations
Z Deng, S Kumar, B Drawert, WN Sumner, A Shriraman, AG Busetto, ...
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