Jason Ansel

28 papers A* 6A 6B 3C 1Misc 2Journal 7Unranked 2
YearRankTypeTitle / Venue / Authors
2024 A conf
Generalizing Shape Analysis with Gradual Types.
ECOOP
Zeina Migeed, James Reed, Jason Ansel, Jens Palsberg
2024 — conf
PyTorch 2: Faster Machine Learning Through Dynamic Python Bytecode Transformation and Graph Compilation.
ASPLOS (2)
Jason Ansel, Edward Z. Yang, Horace He, Natalia Gimelshein, Animesh Jain, Michael Voznesensky, Bin Bao, Peter Bell, David Berard, Evgeni Burovski, Geeta Chauhan, Anjali Chourdia, Will Constable, Alban Desmaison, Zachary DeVito, Elias Ellison, Will Feng, Jiong Gong, Michael Gschwind, Brian Hirsh, Sherlock Huang, Kshiteej Kalambarkar, Laurent Kirsch, Michael Lazos, Mario Lezcano, Yanbo Liang, Jason Liang, Yinghai Lu, C. K. Luk, Bert Maher, Yunjie Pan, Christian Puhrsch, Matthias Reso, Mark Saroufim, Marcos Yukio Siraichi, Helen Suk, Shunting Zhang, Michael Suo, Phil Tillet, Xu Zhao, Eikan Wang, Keren Zhou, Richard Zou, Xiaodong Wang, Ajit Mathews, William Wen, Gregory Chanan, Peng Wu, Soumith Chintala
2022 A conf
CompilerGym: Robust, Performant Compiler Optimization Environments for AI Research.
CGO
Chris Cummins, Bram Wasti, Jiadong Guo, Brandon Cui, Jason Ansel, Sahir Gomez, Somya Jain, Jia Liu, Olivier Teytaud, Benoit Steiner, Yuandong Tian, Hugh Leather
2022 — conf
torch.fx: Practical Program Capture and Transformation for Deep Learning in Python.
MLSys
James K. Reed, Zachary DeVito, Horace He, Ansley Ussery, Jason Ansel
2021 J jnl
CompilerGym: Robust, Performant Compiler Optimization Environments for AI Research.
CoRR
Chris Cummins, Bram Wasti, Jiadong Guo, Brandon Cui, Jason Ansel, Sahir Gomez, Somya Jain, Jia Liu, Olivier Teytaud, Benoit Steiner, Yuandong Tian, Hugh Leather
2021 J jnl
Using Python for Model Inference in Deep Learning.
CoRR
Zachary DeVito, Jason Ansel, Will Constable, Michael Suo, Ailing Zhang, Kim M. Hazelwood
2021 J jnl
torch.fx: Practical Program Capture and Transformation for Deep Learning in Python.
CoRR
James K. Reed, Zachary DeVito, Horace He, Ansley Ussery, Jason Ansel
2018 J jnl
Tight Prediction Intervals Using Expanded Interval Minimization.
CoRR
Dongqi Su, Ying Yin Ting, Jason Ansel
2015 J jnl
Argonaut: Macrotask Crowdsourcing for Complex Data Processing.
Proc. VLDB Endow.
Daniel Haas, Jason Ansel, Lydia Gu, Adam Marcus
2015 A* conf
Autotuning algorithmic choice for input sensitivity.
PLDI
Yufei Ding, Jason Ansel, Kalyan Veeramachaneni, Xipeng Shen, Una-May O'Reilly, Saman P. Amarasinghe
2014 — —
Autotuning programs with algorithmic choice.
Jason Ansel
2014 B conf
OpenTuner: an extensible framework for program autotuning.
PACT
Jason Ansel, Shoaib Kamil, Kalyan Veeramachaneni, Jonathan Ragan-Kelley, Jeffrey Bosboom, Una-May O'Reilly, Saman P. Amarasinghe
2013 A* conf
Portable performance on heterogeneous architectures.
ASPLOS
Phitchaya Mangpo Phothilimthana, Jason Ansel, Jonathan Ragan-Kelley, Saman P. Amarasinghe
2012 A* conf
Aikido: accelerating shared data dynamic analyses.
ASPLOS
Marek Olszewski, Qin Zhao, David Koh, Jason Ansel, Saman P. Amarasinghe
2012 B conf
Hyperparameter Tuning in Bandit-Based Adaptive Operator Selection.
EvoApplications
Maciej Pacula, Jason Ansel, Saman P. Amarasinghe, Una-May O'Reilly
2012 Misc conf
Siblingrivalry: online autotuning through local competitions.
CASES
Jason Ansel, Maciej Pacula, Yee Lok Wong, Cy P. Chan, Marek Olszewski, Una-May O'Reilly, Saman P. Amarasinghe
2011 A conf
An efficient evolutionary algorithm for solving incrementally structured problems.
GECCO
Jason Ansel, Maciej Pacula, Saman P. Amarasinghe, Una-May O'Reilly
2011 A conf
Language and compiler support for auto-tuning variable-accuracy algorithms.
CGO
Jason Ansel, Yee Lok Wong, Cy P. Chan, Marek Olszewski, Alan Edelman, Saman P. Amarasinghe
2011 A* conf
Language-independent sandboxing of just-in-time compilation and self-modifying code.
PLDI
Jason Ansel, Petr Marchenko, Úlfar Erlingsson, Elijah Taylor, Brad Chen, Derek L. Schuff, David Sehr, Cliff Biffle, Bennet Yee
2010 J jnl
PetaBricks.
XRDS
Jason Ansel, Cy P. Chan
2009 A conf
Autotuning multigrid with PetaBricks.
SC
Cy P. Chan, Jason Ansel, Yee Lok Wong, Saman P. Amarasinghe, Alan Edelman
2009 A conf
DMTCP: Transparent checkpointing for cluster computations and the desktop.
IPDPS
Jason Ansel, Kapil Arya, Gene Cooperman
2009 A* conf
Kendo: efficient deterministic multithreading in software.
ASPLOS
Marek Olszewski, Jason Ansel, Saman P. Amarasinghe
2009 A* conf
PetaBricks: a language and compiler for algorithmic choice.
PLDI
Jason Ansel, Cy P. Chan, Yee Lok Wong, Marek Olszewski, Qin Zhao, Alan Edelman, Saman P. Amarasinghe
2007 J jnl
User-Level Socket-Based Checkpointing for Distributed and Parallel Computation
CoRR
Jason Ansel, Michael Rieker, Gene Cooperman
2006 B conf
Transparent Adaptive Library-Based Checkpointing for Master-Worker Style Parallelism.
CCGRID
Gene Cooperman, Jason Ansel, Xiaoqin Ma
2006 Misc conf
Transparent User-Level Checkpointing for the Native Posix Thread Library for Linux.
PDPTA
Michael Rieker, Jason Ansel, Gene Cooperman
2005 C conf
Adaptive Checkpointing for Master-Worker Style Parallelism.
CLUSTER
Gene Cooperman, Jason Ansel, Xiaoqin Ma