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Year
Gist: Efficient data encoding for deep neural network training
A Jain, A Phanishayee, J Mars, L Tang, G Pekhimenko
2018 ACM/IEEE 45th Annual International Symposium on Computer Architecture …, 2018
1872018
Deftnn: Addressing bottlenecks for dnn execution on gpus via synapse vector elimination and near-compute data fission
P Hill, A Jain, M Hill, B Zamirai, CH Hsu, MA Laurenzano, S Mahlke, ...
Proceedings of the 50th Annual IEEE/ACM International Symposium on …, 2017
812017
Concise loads and stores: The case for an asymmetric compute-memory architecture for approximation
A Jain, P Hill, SC Lin, M Khan, ME Haque, MA Laurenzano, S Mahlke, ...
2016 49th Annual IEEE/ACM International Symposium on Microarchitecture …, 2016
622016
Energy code enforcement for beginners: a tiered approach to energy code in India
R Rawal, P Vaidya, V Ghatti, A Ward, S Seth, A Jain, T Parthasarathy
ACEEE Summer Study on Energy Efficiency in Buildings 3, 313-324, 2012
472012
Efficient execution of quantized deep learning models: A compiler approach
A Jain, S Bhattacharya, M Masuda, V Sharma, Y Wang
arXiv preprint arXiv:2006.10226, 2020
292020
UNIT: Unifying tensorized instruction compilation
J Weng, A Jain, J Wang, L Wang, Y Wang, T Nowatzki
2021 IEEE/ACM International Symposium on Code Generation and Optimization …, 2021
282021
Proctor: Detecting and investigating interference in shared datacenters
RS Kannan, A Jain, MA Laurenzano, L Tang, J Mars
2018 IEEE International Symposium on Performance Analysis of Systems and …, 2018
242018
Continuous shape shifting: Enabling loop co-optimization via near-free dynamic code rewriting
A Jain, MA Laurenzano, L Tang, J Mars
2016 49th Annual IEEE/ACM International Symposium on Microarchitecture …, 2016
192016
High-radix on-chip networks with low-radix routers
A Jain, R Parikh, V Bertacco
2014 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 289-294, 2014
142014
PyTorch 2: Faster Machine Learning Through Dynamic Python Bytecode Transformation and Graph Compilation
J Ansel, E Yang, H He, N Gimelshein, A Jain, M Voznesensky, B Bao, ...
Proceedings of the 29th ACM International Conference on Architectural …, 2024
102024
Knowledge distillation via module replacing for automatic speech recognition with recurrent neural network transducer
K Zhao, HD Nguyen, A Jain, N Susanj, A Mouchtaris, L Gupta, M Zhao
23rd Interspeech Conference, 2022
102022
Automatic attention pruning: Improving and automating model pruning using attentions
K Zhao, A Jain, M Zhao
International Conference on Artificial Intelligence and Statistics, 10470-10486, 2023
72023
A physical model for indirect noise in non-isentropic nozzles: transfer functions and stability
A Jain, L Magri
Journal of Fluid Mechanics 935, A33, 2022
72022
Optimizing memory-access patterns for deep learning accelerators
H Zheng, S Oh, H Wang, P Briggs, J Gai, A Jain, Y Liu, R Heaton, ...
arXiv preprint arXiv:2002.12798, 2020
72020
Pytorch rpc: Distributed deep learning built on tensor-optimized remote procedure calls
P Damania, S Li, A Desmaison, A Azzolini, B Vaughan, E Yang, ...
Proceedings of Machine Learning and Systems 5, 2023
52023
High Radix On-Chip Networks at Incremental Reconfiguration Costs
A Jain, R Parikh, V Bertacco
23rd International Workshop on Logic and Synthesis, 2014
52014
Efficient utilization of processing element array
JT Huynh, R Diamant, H Zheng, Y Liu, A Jain, Y Wang, V Sharma, ...
US Patent 11,741,350, 2023
42023
Iterative activation-based structured pruning
K Zhao, A Jain, M Zhao
arXiv preprint arXiv:2201.09881, 2022
42022
Sound generation in multicomponent nozzle flows with dissipation
A Jain, L Magri
Journal of Engineering for Gas Turbines and Power 145 (5), 051003, 2023
32023
Adaptive activation-based structured pruning
K Zhao, A Jain, M Zhao
arXiv preprint arXiv:2201.10520, 2022
32022
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