متابعة
William S. Moses
William S. Moses
Assistant Professor, University of Illinois Urbana-Champaign
بريد إلكتروني تم التحقق منه على illinois.edu - الصفحة الرئيسية
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
Tensor Comprehensions: Framework-Agnostic High-Performance Machine Learning Abstractions‏
N Vasilache, O Zinenko, T Theodoridis, P Goyal, Z DeVito, WS Moses, ...‏
arXiv preprint arXiv:1802.04730, 2018‏
5282018
Tapir: Embedding Fork-Join Parallelism into LLVM's Intermediate Representation‏
TB Schardl, WS Moses, CE Leiserson‏
ACM SIGPLAN Notices 52 (8), 249-265, 2017‏
1292017
Instead of Rewriting Foreign Code for Machine Learning, Automatically Synthesize Fast Gradients‏
WS Moses, V Churavy‏
Advances in Neural Information Processing Systems 33, 12472--12485, 2020‏
1112020
Reverse-Mode Automatic Differentiation and Optimization of GPU Kernels via Enzyme‏
WS Moses, V Churavy, L Paehler, J Hückelheim, ...‏
Proceedings of the International Conference for High Performance Computing …, 2021‏
762021
Polygeist: Raising C to Polyhedral MLIR‏
WS Moses, L Chelini, R Zhao, O Zinenko‏
2021 30th International Conference on Parallel Architectures and Compilation …, 2021‏
742021
The Next 700 Accelerated Layers: From Mathematical Expressions of Network Computation Graphs to Accelerated GPU Kernels, Automatically‏
N Vasilache, O Zinenko, T Theodoridis, P Goyal, Z Devito, WS Moses, ...‏
ACM Transactions on Architecture and Code Optimization (TACO) 16 (4), 1-26, 2019‏
712019
AutoPhase: Juggling HLS phase orderings in random forests with deep reinforcement learning‏
A Haj-Ali, QJ Huang, J Xiang, W Moses, K Asanovic, J Wawrzynek, ...‏
Proceedings of Machine Learning and Systems 2, 70-81, 2020‏
652020
AutoPhase: Compiler Phase-Ordering for HLS with Deep Reinforcement Learning‏
Q Huang, A Haj-Ali, W Moses, J Xiang, I Stoica, K Asanovic, J Wawrzynek‏
2019 IEEE 27th Annual International Symposium on Field-Programmable Custom …, 2019‏
482019
Tapir: Embedding Recursive Fork-join Parallelism into LLVM’s Intermediate Representation‏
TB Schardl, WS Moses, CE Leiserson‏
ACM Transactions on Parallel Computing (TOPC) 6 (4), 1-33, 2019‏
312019
Scalable automatic differentiation of multiple parallel paradigms through compiler augmentation‏
WS Moses, SHK Narayanan, L Paehler, V Churavy, M Schanen, ...‏
SC22: International Conference for High Performance Computing, Networking …, 2022‏
262022
High-Performance GPU-to-CPU Transpilation and Optimization via High-Level Parallel Constructs‏
WS Moses, IR Ivanov, J Domke, T Endo, J Doerfert, O Zinenko‏
Proceedings of the 28th ACM SIGPLAN Annual Symposium on Principles and …, 2023‏
202023
ProTuner: Tuning Programs with Monte Carlo Tree Search‏
A Haj-Ali, H Genc, Q Huang, W Moses, J Wawrzynek, K Asanović, I Stoica‏
arXiv preprint arXiv:2005.13685, 2020‏
202020
OpenMPIR: Implementing OpenMP Tasks with Tapir‏
G Stelle, WS Moses, SL Olivier, P McCormick‏
Proceedings of the Fourth Workshop on the LLVM Compiler Infrastructure in HPC, 3, 2017‏
172017
Performance Portable Solid Mechanics via Matrix-Free -Multigrid‏
J Brown, V Barra, N Beams, L Ghaffari, M Knepley, W Moses, R Shakeri, ...‏
arXiv preprint arXiv:2204.01722, 2022‏
142022
Tensor comprehensions: Framework-agnostic high-performance machine learning abstractions. ArXiv. 2018‏
N Vasilache, O Zinenko, T Theodoridis, P Goyal, Z DeVito, WS Moses, ...‏
URL https://arxiv. org/pdf/1802.04730. pdf, 1802‏
141802
The Quantum Tortoise and the Classical Hare: A simple framework for understanding which problems quantum computing will accelerate (and which it will not)‏
S Choi, WS Moses, N Thompson‏
arXiv preprint arXiv:2310.15505, 2023‏
122023
Polygeist: Affine C in MLIR‏
WS Moses, L Chelini, R Zhao, O Zinenko‏
IMPACT, 2021‏
112021
ComPile: A Large IR Dataset from Production Sources‏
A Grossman, L Paehler, K Parasyris, T Ben-Nun, J Hegna, W Moses, ...‏
arXiv preprint arXiv:2309.15432, 2023‏
102023
LiTM: A Lightweight Deterministic Software Transactional Memory System‏
Y Xia, X Yu, W Moses, J Shun, S Devadas‏
Proceedings of the 10th International Workshop on Programming Models and …, 2019‏
102019
Extracting Incentives from Black-Box Decisions‏
Y Shavit, WS Moses‏
arXiv preprint arXiv:1910.05664, 2019‏
92019
يتعذر على النظام إجراء العملية في الوقت الحالي. عاود المحاولة لاحقًا.
مقالات 1–20