Towards Universal Performance Modeling for Machine Learning Training on Multi-GPU Platforms.
Zhongyi LinNing SunPallab BhattacharyaXizhou FengLouis FengJohn D. OwensPublished in: CoRR (2024)
Keyphrases
- machine learning
- supervised learning
- training set
- pattern recognition
- training phase
- training samples
- real time
- modeling method
- decision trees
- natural language processing
- data mining
- conditional density estimation
- training process
- machine learning methods
- training examples
- computer vision
- reinforcement learning
- information retrieval
- data driven approaches
- graphics processors
- learning algorithm
- learning machines
- parallel implementation
- training algorithm
- knowledge acquisition
- inductive learning
- support vector
- transfer learning
- natural language
- knowledge representation
- unsupervised learning
- model selection