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ORCIDVenmugil Elango
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2020 – today
- 2024
[i6]Venmugil Elango:
PaSE: Parallelization Strategies for Efficient DNN Training. CoRR abs/2407.04001 (2024)- 2023
- [c7]Bita Darvish Rouhani
, Ritchie Zhao, Venmugil Elango, Rasoul Shafipour, Mathew Hall, Maral Mesmakhosroshahi, Ankit More, Levi Melnick, Maximilian Golub, Girish Varatkar, Lai Shao, Gaurav Kolhe, Dimitry Melts, Jasmine Klar, Renee L'Heureux, Matt Perry, Doug Burger, Eric S. Chung, Zhaoxia (Summer) Deng, Sam Naghshineh, Jongsoo Park, Maxim Naumov:
With Shared Microexponents, A Little Shifting Goes a Long Way. ISCA 2023: 83:1-83:13 - [i5]Bita Rouhani, Ritchie Zhao, Venmugil Elango, Rasoul Shafipour, Mathew Hall, Maral Mesmakhosroshahi, Ankit More, Levi Melnick, Maximilian Golub, Girish Varatkar, Lei Shao, Gaurav Kolhe, Dimitry Melts, Jasmine Klar, Renee L'Heureux, Matt Perry, Doug Burger, Eric S. Chung, Zhaoxia Deng, Sam Naghshineh, Jongsoo Park, Maxim Naumov:
Shared Microexponents: A Little Shifting Goes a Long Way. CoRR abs/2302.08007 (2023) - [i4]Bita Darvish Rouhani, Ritchie Zhao, Ankit More, Mathew Hall, Alireza Khodamoradi, Summer Deng, Dhruv Choudhary, Marius Cornea, Eric Dellinger, Kristof Denolf, Dusan Stosic, Venmugil Elango, Maximilian Golub, Alexander Heinecke, Phil James-Roxby, Dharmesh Jani, Gaurav Kolhe, Martin Langhammer, Ada Li, Levi Melnick, Maral Mesmakhosroshahi, Andres Rodriguez, Michael Schulte, Rasoul Shafipour, Lei Shao, Michael Y. Siu, Pradeep Dubey, Paulius Micikevicius, Maxim Naumov, Colin Verilli, Ralph Wittig, Doug Burger, Eric S. Chung:
Microscaling Data Formats for Deep Learning. CoRR abs/2310.10537 (2023) - 2021
- [c6]Venmugil Elango:
Pase: Parallelization Strategies for Efficient DNN Training. IPDPS 2021: 1025-1034
2010 – 2019
- 2018
- [c5]Venmugil Elango, Norm Rubin, Mahesh Ravishankar, Hariharan Sandanagobalane, Vinod Grover:
Diesel: DSL for linear algebra and neural net computations on GPUs. MAPL@PLDI 2018: 42-51 - 2015
- [c4]Venmugil Elango, Fabrice Rastello, Louis-Noël Pouchet, J. Ramanujam, P. Sadayappan:
On Characterizing the Data Access Complexity of Programs. POPL 2015: 567-580 - [c3]Mahesh Ravishankar, Roshan Dathathri, Venmugil Elango, Louis-Noël Pouchet, J. Ramanujam, Atanas Rountev, P. Sadayappan:
Distributed memory code generation for mixed Irregular/Regular computations. PPoPP 2015: 65-75 - 2014
- [j3]Bertrand Rouet-Leduc, Kipton Barros, Emmanuel Cieren, Venmugil Elango, Christoph Junghans, Turab Lookman, Jamaludin Mohd-Yusof, Robert S. Pavel, Axel Y. Rivera, Dominic Roehm, Allen L. McPherson, Timothy C. Germann:
Spatial adaptive sampling in multiscale simulation. Comput. Phys. Commun. 185(7): 1857-1864 (2014) - [j2]Venmugil Elango, Naser Sedaghati, Fabrice Rastello, Louis-Noël Pouchet, J. Ramanujam, Radu Teodorescu, P. Sadayappan:
On Using the Roofline Model with Lower Bounds on Data Movement. ACM Trans. Archit. Code Optim. 11(4): 67:1-67:23 (2014) - [c2]Venmugil Elango, Fabrice Rastello, Louis-Noël Pouchet, J. Ramanujam, P. Sadayappan:
On characterizing the data movement complexity of computational DAGs for parallel execution. SPAA 2014: 296-306 - [i3]Naznin Fauzia, Venmugil Elango, Mahesh Ravishankar, J. Ramanujam, Fabrice Rastello, Atanas Rountev, Louis-Noël Pouchet, P. Sadayappan:
Beyond Reuse Distance Analysis: Dynamic Analysis for Characterization of Data Locality Potential. CoRR abs/1401.5024 (2014) - [i2]Venmugil Elango, Fabrice Rastello, Louis-Noël Pouchet, J. Ramanujam, P. Sadayappan:
On Characterizing the Data Movement Complexity of Computational DAGs for Parallel Execution. CoRR abs/1404.4767 (2014) - [i1]Venmugil Elango, Fabrice Rastello, Louis-Noël Pouchet, J. Ramanujam, P. Sadayappan:
On Characterizing the Data Access Complexity of Programs. CoRR abs/1411.2286 (2014) - 2013
- [j1]Naznin Fauzia, Venmugil Elango, Mahesh Ravishankar, J. Ramanujam, Fabrice Rastello, Atanas Rountev, Louis-Noël Pouchet, P. Sadayappan:
Beyond reuse distance analysis: Dynamic analysis for characterization of data locality potential. ACM Trans. Archit. Code Optim. 10(4): 53:1-53:29 (2013) - [c1]Pai-Wei Lai, Humayun Arafat, Venmugil Elango, Ponnuswamy Sadayappan:
Accelerating Strassen-Winograd's matrix multiplication algorithm on GPUs. HiPC 2013: 139-148
Coauthor Index
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