James Hegarty

According to our database, James Hegarty authored at least 13 papers between 2008 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

MODeL: Memory Optimizations for Deep Learning.

Benoit Steiner, Mostafa Elhoushi, Jacob Kahn, James Hegarty

Proceedings of the International Conference on Machine Learning, 2023

2022

OLLA: Decreasing the Memory Usage of Neural Networks by Optimizing the Lifetime and Location of Arrays.

Benoit Steiner, Mostafa Elhoushi, Jacob Kahn, James Hegarty

CoRR, 2022

A graph neural network-based performance model for deep learning applications.

Shikhar Singh, James Hegarty, Hugh Leather, Benoit Steiner

Proceedings of the MAPS@PLDI 2022: 6th ACM SIGPLAN International Symposium on Machine Programming, 2022

2021

HWTool: Fully Automatic Mapping of an Extensible C++ Image Processing Language to Hardware.

James Hegarty, Omar Eldash, Amr Suleiman, Armin Alaghi

CoRR, 2021

Using Graph Neural Networks to model the performance of Deep Neural Networks.

Shikhar Singh, Benoit Steiner, James Hegarty, Hugh Leather

CoRR, 2021

2018

Compiling Algorithms for Heterogeneous Systems

Steven Bell, Jing Pu, James Hegarty, Mark Horowitz

Synthesis Lectures on Computer Architecture, Morgan & Claypool Publishers, ISBN: 978-3-031-01758-2, 2018

2017

Rigel: flexible multi-rate image processing hardware.

James Hegarty

PhD thesis, 2017

2016

Rigel: flexible multi-rate image processing hardware.

James Hegarty, Ross G. Daly, Zachary DeVito, Mark Horowitz, Pat Hanrahan, Jonathan Ragan-Kelley

ACM Trans. Graph., 2016

2014

Darkroom: compiling high-level image processing code into hardware pipelines.

James Hegarty, John S. Brunhaver, Zachary DeVito, Jonathan Ragan-Kelley, Noy Cohen, Steven Bell, Artem Vasilyev, Mark Horowitz, Pat Hanrahan

ACM Trans. Graph., 2014

2013

Stylizing animation by example.

Pierre Bénard, Forrester Cole, Michael Kass, Igor Mordatch, James Hegarty, Martin Sebastian Senn, Kurt W. Fleischer, Davide Pesare, Katherine Breeden

ACM Trans. Graph., 2013

Terra: a multi-stage language for high-performance computing.

Zachary DeVito, James Hegarty, Alex Aiken, Pat Hanrahan, Jan Vitek

Proceedings of the ACM SIGPLAN Conference on Programming Language Design and Implementation, 2013

2010

Reducing shading on GPUs using quad-fragment merging.

Kayvon Fatahalian, Solomon Boulos, James Hegarty, Kurt Akeley, William R. Mark, Henry P. Moreton, Pat Hanrahan

ACM Trans. Graph., 2010

2008

Geometric and path tracing methods for simulating light transport through volumes of water particles.

James Hegarty

ACM Crossroads, 2008