DiGamma: Domain-aware Genetic Algorithm for HW-Mapping Co-optimization for DNN Accelerators.
Sheng-Chun KaoMichael PellauerAngshuman ParasharTushar KrishnaPublished in: DATE (2022)
Keyphrases
- genetic algorithm
- optimization method
- real coded
- optimization algorithm
- multi objective
- optimization problems
- global optimization
- domain specific
- metaheuristic
- domain independent
- immune genetic algorithm
- neural network
- evolution strategy
- fuzzy logic
- training process
- evolutionary strategy
- multi population
- genetic algorithm ga
- evolutionary computation
- differential evolution
- ant colony optimization
- semi supervised
- constrained optimization
- computing systems
- global search
- population size
- mobile robot
- search space