Dynamic GPU Energy Optimization for Machine Learning Training Workloads.
Farui WangWeizhe ZhangShichao LaiMeng HaoZheng WangPublished in: CoRR (2022)
Keyphrases
- training phase
- machine learning
- training examples
- real time
- learning algorithm
- pattern recognition
- active learning
- computer vision
- dynamic environments
- dynamic optimization
- optimization process
- machine learning methods
- data analysis
- information extraction
- semi supervised learning
- energy consumption
- database systems
- decision trees
- artificial intelligence
- natural language processing
- text classification
- reinforcement learning
- optimization method
- learning tasks
- access patterns
- feature selection
- distribution network