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2020 – today
- 2024
[j2]Bo-Yuan Huang
, Steven Lyubomirsky, Yi Li, Mike He, Gus Henry Smith, Thierry Tambe, Akash Gaonkar, Vishal Canumalla, Andrew Cheung, Gu-Yeon Wei, Aarti Gupta, Zachary Tatlock, Sharad Malik:
Application-level Validation of Accelerator Designs Using a Formal Software/Hardware Interface. ACM Trans. Design Autom. Electr. Syst. 29(2): 35:1-35:25 (2024)- [c4]Gus Henry Smith, Benjamin Kushigian, Vishal Canumalla, Andrew Cheung, Steven Lyubomirsky, Sorawee Porncharoenwase, René Just, Gilbert Louis Bernstein, Zachary Tatlock:
FPGA Technology Mapping Using Sketch-Guided Program Synthesis. ASPLOS (2) 2024: 416-432 - [i7]Gus Henry Smith, Benjamin Kushigian, Vishal Canumalla, Andrew Cheung, Steven Lyubomirsky, Sorawee Porncharoenwase, René Just, Gilbert Louis Bernstein, Zachary Tatlock:
FPGA Technology Mapping Using Sketch-Guided Program Synthesis. CoRR abs/2401.16526 (2024) - 2023
- [i6]Ruihang Lai, Junru Shao, Siyuan Feng, Steven S. Lyubomirsky, Bohan Hou, Wuwei Lin, Zihao Ye, Hongyi Jin, Yuchen Jin, Jiawei Liu, Lesheng Jin, Yaxing Cai, Ziheng Jiang, Yong Wu, Sunghyun Park, Prakalp Srivastava, Jared G. Roesch, Todd C. Mowry, Tianqi Chen:
Relax: Composable Abstractions for End-to-End Dynamic Machine Learning. CoRR abs/2311.02103 (2023) - 2022
- [b1]Steven Lyubomirsky:
Compiler and Runtime Techniques for Optimizing Deep Learning Applications. University of Washington, USA, 2022 - [i5]Bo-Yuan Huang, Steven Lyubomirsky, Yi Li, Mike He, Thierry Tambe, Gus Henry Smith, Akash Gaonkar, Vishal Canumalla, Gu-Yeon Wei, Aarti Gupta, Zachary Tatlock, Sharad Malik:
Specialized Accelerators and Compiler Flows: Replacing Accelerator APIs with a Formal Software/Hardware Interface. CoRR abs/2203.00218 (2022) - 2021
- [c3]Marisa Kirisame, Steven Lyubomirsky, Altan Haan, Jennifer Brennan, Mike He, Jared Roesch, Tianqi Chen, Zachary Tatlock:
Dynamic Tensor Rematerialization. ICLR 2021 - [c2]Gus Henry Smith, Andrew Liu, Steven Lyubomirsky, Scott Davidson, Joseph McMahan, Michael B. Taylor, Luis Ceze, Zachary Tatlock:
Pure tensor program rewriting via access patterns (representation pearl). MAPS@PLDI 2021: 21-31 - [i4]Gus Henry Smith, Andrew Liu, Steven Lyubomirsky, Scott Davidson, Joseph McMahan, Michael B. Taylor, Luis Ceze, Zachary Tatlock:
Pure Tensor Program Rewriting via Access Patterns (Representation Pearl). CoRR abs/2105.09377 (2021) - 2020
- [i3]Marisa Kirisame, Steven Lyubomirsky, Altan Haan, Jennifer Brennan, Mike He, Jared Roesch, Tianqi Chen, Zachary Tatlock:
Dynamic Tensor Rematerialization. CoRR abs/2006.09616 (2020)
2010 – 2019
- 2019
- [i2]Jared Roesch, Steven Lyubomirsky, Marisa Kirisame, Josh Pollock, Logan Weber, Ziheng Jiang, Tianqi Chen, Thierry Moreau, Zachary Tatlock:
Relay: A High-Level IR for Deep Learning. CoRR abs/1904.08368 (2019) - 2018
- [c1]Jared Roesch, Steven Lyubomirsky, Logan Weber, Josh Pollock, Marisa Kirisame, Tianqi Chen, Zachary Tatlock:
Relay: a new IR for machine learning frameworks. MAPL@PLDI 2018: 58-68 - [i1]Jared Roesch, Steven Lyubomirsky, Logan Weber, Josh Pollock, Marisa Kirisame, Tianqi Chen, Zachary Tatlock:
Relay: A New IR for Machine Learning Frameworks. CoRR abs/1810.00952 (2018) - 2017
- [j1]Konstantin Weitz, Steven Lyubomirsky, Stefan Heule, Emina Torlak, Michael D. Ernst, Zachary Tatlock:
SpaceSearch: a library for building and verifying solver-aided tools. Proc. ACM Program. Lang. 1(ICFP): 25:1-25:28 (2017)
Coauthor Index
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