Penporn Koanantakool

12 papers A* 1A 5Journal 5
YearRankTypeTitle / Venue / Authors
2022 J jnl
Compiler Support for Sparse Tensor Computations in MLIR.
CoRR
Aart J. C. Bik, Penporn Koanantakool, Tatiana Shpeisman, Nicolas Vasilache, Bixia Zheng, Fredrik Kjolstad
2022 J jnl
Compiler Support for Sparse Tensor Computations in MLIR.
ACM Trans. Archit. Code Optim.
Aart J. C. Bik, Penporn Koanantakool, Tatiana Shpeisman, Nicolas Vasilache, Bixia Zheng, Fredrik Kjolstad
2018 A conf
Communication-Avoiding Optimization Methods for Distributed Massive-Scale Sparse Inverse Covariance Estimation.
AISTATS
Penporn Koanantakool, Alnur Ali, Ariful Azad, Aydin Buluç, Dmitriy Morozov, Leonid Oliker, Katherine A. Yelick, Sang-Yun Oh
2018 A* conf
Mesh-TensorFlow: Deep Learning for Supercomputers.
NeurIPS
Noam Shazeer, Youlong Cheng, Niki Parmar, Dustin Tran, Ashish Vaswani, Penporn Koanantakool, Peter Hawkins, HyoukJoong Lee, Mingsheng Hong, Cliff Young, Ryan Sepassi, Blake A. Hechtman
2018 J jnl
Mesh-TensorFlow: Deep Learning for Supercomputers.
CoRR
Noam Shazeer, Youlong Cheng, Niki Parmar, Dustin Tran, Ashish Vaswani, Penporn Koanantakool, Peter Hawkins, HyoukJoong Lee, Mingsheng Hong, Cliff Young, Ryan Sepassi, Blake A. Hechtman
2017 — —
Communication Avoidance for Algorithms with Sparse All-to-all Interactions.
Penporn Koanantakool
2017 J jnl
Communication-Avoiding Optimization Methods for Massive-Scale Graphical Model Structure Learning.
CoRR
Penporn Koanantakool, Alnur Ali, Ariful Azad, Aydin Buluç, Dmitriy Morozov, Sang-Yun Oh, Leonid Oliker, Katherine A. Yelick
2016 A conf
Communication-Avoiding Parallel Sparse-Dense Matrix-Matrix Multiplication.
IPDPS
Penporn Koanantakool, Ariful Azad, Aydin Buluç, Dmitriy Morozov, Sang-Yun Oh, Leonid Oliker, Katherine A. Yelick
2016 A conf
Write-Avoiding Algorithms.
IPDPS
Erin Carson, James Demmel, Laura Grigori, Nicholas Knight, Penporn Koanantakool, Oded Schwartz, Harsha Vardhan Simhadri
2014 A conf
A Computation- and Communication-Optimal Parallel Direct 3-Body Algorithm.
SC
Penporn Koanantakool, Katherine A. Yelick
2014 J jnl
Scalable multimedia content analysis on parallel platforms using python.
ACM Trans. Multim. Comput. Commun. Appl.
Ekaterina Gonina, Gerald Friedland, Eric Battenberg, Penporn Koanantakool, Michael B. Driscoll, Evangelos Georganas, Kurt Keutzer
2013 A conf
A Communication-Optimal N-Body Algorithm for Direct Interactions.
IPDPS
Michael B. Driscoll, Evangelos Georganas, Penporn Koanantakool, Edgar Solomonik, Katherine A. Yelick