Automated accelerator optimization aided by graph neural networks.
Atefeh SohrabizadehYunsheng BaiYizhou SunJason CongPublished in: DAC (2022)
Keyphrases
- neural network
- optimization algorithm
- graph theory
- pattern recognition
- random walk
- graph structure
- graph based algorithm
- graph representation
- optimization problems
- graph model
- optimization process
- global optimization
- fully automated
- semi automated
- genetic algorithm
- fuzzy systems
- weighted graph
- multilayer perceptron
- optimization method
- fault diagnosis
- back propagation
- artificial neural networks
- pairwise
- directed graph
- multi layer
- structured data
- parallel implementation
- fuzzy logic
- highly non linear