Predicting GPU Performance from CPU Runs Using Machine Learning.
Ioana BaldiniStephen J. FinkErik R. AltmanPublished in: SBAC-PAD (2014)
Keyphrases
- machine learning
- graphics processing units
- graphics processors
- gpu implementation
- heterogeneous computing
- machine learning methods
- real time
- learning tasks
- pattern recognition
- machine learning algorithms
- data mining
- general purpose
- feature selection
- parallel implementation
- text mining
- supervised learning
- decision trees
- natural language processing
- information extraction
- learning algorithm
- knowledge acquisition
- knowledge discovery
- active learning
- parallel processing
- inductive learning
- artificial intelligence
- machine learning approaches
- memory bandwidth
- graphics hardware
- parallel computation
- computational intelligence
- data transfer
- parallel computing
- semi supervised learning
- support vector machine
- data analysis
- neural network