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Packrat: Automatic Reconfiguration for Latency Minimization in CPU-based DNN Serving.

A. Bhardwaj, A. Phanishayee, D. Narayanan, M. Tarta, and R. Stutsman. CoRR, (2023)

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Deepak Ajwani

Deepak Bararia

P Narayanan

Hermine Narayanan

Vidya Narayanan

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Willump: A Statistically-Aware End-to-end Optimizer for Machine Learning Inference.P. Kraft, D. Kang, D. Narayanan, S. Palkar, P. Bailis, and M. Zaharia. MLSys, mlsys.org, (2020)MegaBlocks: Efficient Sparse Training with Mixture-of-Experts.T. Gale, D. Narayanan, C. Young, and M. Zaharia. MLSys, mlsys.org, (2023)An Empirical Study of Mamba-based Language Models.R. Waleffe, W. Byeon, D. Riach, B. Norick, V. Korthikanti, T. Dao, A. Gu, A. Hatamizadeh, S. Singh, D. Narayanan and 6 other author(s). CoRR, (2024)Weld: Rethinking the Interface Between Data-Intensive Applications.S. Palkar, J. Thomas, D. Narayanan, A. Shanbhag, R. Palamuttam, H. Pirk, M. Schwarzkopf, S. Amarasinghe, S. Madden, and M. Zaharia. CoRR, (2017)Resource-efficient execution of deep learning computations.D. Narayanan. Stanford University, USA, (2021)Piper: Multidimensional Planner for DNN Parallelization.J. Tarnawski, D. Narayanan, and A. Phanishayee. NeurIPS, page 24829-24840. (2021)Memory-Efficient Pipeline-Parallel DNN Training.D. Narayanan, A. Phanishayee, K. Shi, X. Chen, and M. Zaharia. ICML, volume 139 of Proceedings of Machine Learning Research, page 7937-7947. PMLR, (2021)Offload Annotations: Bringing Heterogeneous Computing to Existing Libraries and Workloads.G. Yuan, S. Palkar, D. Narayanan, and M. Zaharia. USENIX ATC, page 293-306. USENIX Association, (2020)Evaluating End-to-End Optimization for Data Analytics Applications in Weld.S. Palkar, J. Thomas, D. Narayanan, P. Thaker, R. Palamuttam, P. Negi, A. Shanbhag, M. Schwarzkopf, H. Pirk, S. Amarasinghe and 2 other author(s). Proc. VLDB Endow., 11 (9): 1002-1015 (2018)Efficient large-scale language model training on GPU clusters using megatron-LM.D. Narayanan, M. Shoeybi, J. Casper, P. LeGresley, M. Patwary, V. Korthikanti, D. Vainbrand, P. Kashinkunti, J. Bernauer, B. Catanzaro and 2 other author(s). SC, page 58. ACM, (2021)

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Disambiguation of "Narayanan, Deepak"

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Packrat: Automatic Reconfiguration for Latency Minimization in CPU-based DNN Serving.

Please choose a person to relate this publication to

Deepak Ajwani

Deepak Bararia

P Narayanan

Hermine Narayanan

Vidya Narayanan

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Narayanan, Deepak"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Packrat: Automatic Reconfiguration for Latency Minimization in CPU-based DNN Serving.

Please choose a person to relate this publication to

Deepak Ajwani

Deepak Bararia

P Narayanan

Hermine Narayanan

Vidya Narayanan

Other publications of authors with the same name

Disambiguation

copy delete add this publication to your clipboard
community post
history of this post
URL
DOI
BibTeX
EndNote
APA
Chicago
DIN 1505
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MSOffice XML

Packrat: Automatic Reconfiguration for Latency Minimization in CPU-based DNN Serving.