James Hegarty

13 papers A* 2Journal 8Unranked 1
YearRankTypeTitle / Venue / Authors
2023 A* conf
MODeL: Memory Optimizations for Deep Learning.
ICML
Benoit Steiner, Mostafa Elhoushi, Jacob Kahn, James Hegarty
2022 — conf
A graph neural network-based performance model for deep learning applications.
MAPS@PLDI
Shikhar Singh, James Hegarty, Hugh Leather, Benoit Steiner
2022 J jnl
OLLA: Decreasing the Memory Usage of Neural Networks by Optimizing the Lifetime and Location of Arrays.
CoRR
Benoit Steiner, Mostafa Elhoushi, Jacob Kahn, James Hegarty
2021 J jnl
HWTool: Fully Automatic Mapping of an Extensible C++ Image Processing Language to Hardware.
CoRR
James Hegarty, Omar Eldash, Amr Suleiman, Armin Alaghi
2021 J jnl
Using Graph Neural Networks to model the performance of Deep Neural Networks.
CoRR
Shikhar Singh, Benoit Steiner, James Hegarty, Hugh Leather
2018 — book
Compiling Algorithms for Heterogeneous Systems
Steven Bell, Jing Pu, James Hegarty, Mark Horowitz
2017 — —
Rigel: flexible multi-rate image processing hardware.
James Hegarty
2016 J jnl
Rigel: flexible multi-rate image processing hardware.
ACM Trans. Graph.
James Hegarty, Ross G. Daly, Zachary DeVito, Mark Horowitz, Pat Hanrahan, Jonathan Ragan-Kelley
2014 J jnl
Darkroom: compiling high-level image processing code into hardware pipelines.
ACM Trans. Graph.
James Hegarty, John S. Brunhaver, Zachary DeVito, Jonathan Ragan-Kelley, Noy Cohen, Steven Bell, Artem Vasilyev, Mark Horowitz, Pat Hanrahan
2013 J jnl
Stylizing animation by example.
ACM Trans. Graph.
Pierre Bénard, Forrester Cole, Michael Kass, Igor Mordatch, James Hegarty, Martin Sebastian Senn, Kurt W. Fleischer, Davide Pesare, Katherine Breeden
2013 A* conf
Terra: a multi-stage language for high-performance computing.
PLDI
Zachary DeVito, James Hegarty, Alex Aiken, Pat Hanrahan, Jan Vitek
2010 J jnl
Reducing shading on GPUs using quad-fragment merging.
ACM Trans. Graph.
Kayvon Fatahalian, Solomon Boulos, James Hegarty, Kurt Akeley, William R. Mark, Henry P. Moreton, Pat Hanrahan
2008 J jnl
Geometric and path tracing methods for simulating light transport through volumes of water particles.
ACM Crossroads
James Hegarty