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Cited by
Cited by
Year
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
3992024
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
2062018
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
862017
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
632016
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
412020
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
352021
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
262018
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
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
112022
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
112020
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
102023
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
82023
Iterative activation-based structured pruning
K Zhao, A Jain, M Zhao
arXiv preprint arXiv:2201.09881, 2022
52022
Efficient data encoding for deep neural network training
A Phanishayee, G Pekhimenko, A Jain
US Patent 11,715,002, 2023
42023
Adaptive activation-based structured pruning
K Zhao, A Jain, M Zhao
arXiv preprint arXiv:2201.10520, 2022
42022
Automated backend-aware post-training quantization
Z Jiang, A Jain, A Liu, J Fromm, C Ma, T Chen, L Ceze
arXiv preprint arXiv:2103.14949, 2021
42021
High Radix On-Chip Networks at Incremental Reconfiguration Costs
A Jain, R Parikh, V Bertacco
23rd International Workshop on Logic and Synthesis, 2014
42014
Architectural support for convolutional neural networks on modern cpus
A Jain, MA Laurenzano, GA Pokam, J Mars, L Tang
Proceedings of the 27th International Conference on Parallel Architectures …, 2018
32018
Cpsa: Compute precisely store approximately
A Jain, P Hill, MA Laurenzano, ME Haque, M Khan, S Mahlke, L Tang, ...
Workshop on Approximate Computing Across the Stack, 2016
32016
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