Dynamic GPU Energy Optimization for Machine Learning Training Workloads.
Farui WangWeizhe ZhangShichao LaiMeng HaoZheng WangPublished in: IEEE Trans. Parallel Distributed Syst. (2022)
Keyphrases
- machine learning
- training set
- learning algorithm
- dynamic environments
- machine learning algorithms
- pattern recognition
- optimization process
- natural language processing
- knowledge acquisition
- optimization algorithm
- decision trees
- machine learning methods
- real time
- test set
- supervised learning
- energy consumption
- global optimization
- training algorithm
- genetic algorithm
- computer systems
- support vector machine
- multi objective
- learning tasks
- optimization approaches
- parallel computing
- distribution network
- dynamic optimization
- inductive logic programming
- parallel processing
- simulated annealing
- information extraction
- evolutionary algorithm
- computer vision
- artificial intelligence
- neural network