Analyzing Machine Learning Workloads Using a Detailed GPU Simulator.
Jonathan LewDeval ShahSuchita PatiShaylin CattellMengchi ZhangAmruth SandhupatlaChristopher NgNegar GoliMatthew D. SinclairTimothy G. RogersTor M. AamodtPublished in: CoRR (2018)
Keyphrases
- machine learning
- machine learning methods
- semi supervised learning
- real time
- learning tasks
- knowledge acquisition
- natural language processing
- pattern recognition
- database systems
- data mining
- information extraction
- machine learning approaches
- simulation model
- active learning
- knowledge discovery
- computer vision
- machine learning algorithms
- computational intelligence
- text classification
- data processing
- feature selection
- parallel processing
- text mining
- inductive learning
- parallel implementation
- supervised machine learning
- model selection
- learning algorithm
- genetic algorithm
- supervised learning
- transfer learning
- support vector machine
- statistical methods
- data analysis
- computer science
- natural language
- decision trees
- artificial intelligence
- parallel computing
- parallel computation
- gpu implementation