Predicting Accurate Hot Spots in a More Than Ten-Thousand-Core GPU with a Million-Time Speedup over FEM Enabled by a Physics-based Learning Algorithm.
Lin JianYu LiuMing-Cheng ChengPublished in: CoRR (2024)
Keyphrases
- hot spots
- learning algorithm
- location prediction
- tens of thousands
- high quality
- orders of magnitude
- high accuracy
- real time
- training data
- key factors
- general purpose
- machine learning algorithms
- finite element
- parallel implementation
- finite element method
- finite element model
- social network analysis
- parallel processing
- numerical simulations
- machine learning
- data sets