research
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05/12/2023
Understanding Automatic Differentiation Pitfalls
Automatic differentiation, also known as backpropagation, AD, autodiff, ...
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04/04/2022
Performance Portable Solid Mechanics via Matrix-Free p-Multigrid
Finite element analysis of solid mechanics is a foundational tool of mod...
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05/27/2020
ProTuner: Tuning Programs with Monte Carlo Tree Search
We explore applying the Monte Carlo Tree Search (MCTS) algorithm in a no...
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03/02/2020
AutoPhase: Juggling HLS Phase Orderings in Random Forests with Deep Reinforcement Learning
The performance of the code a compiler generates depends on the order in...
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01/15/2019