Enabling Hard Constraints in Differentiable Neural Network and Accelerator Co-Exploration.
Deokki HongKanghyun ChoiHyeyoon LeeJoonsang YuNoseong ParkYoungsok KimJinho LeePublished in: CoRR (2023)
Keyphrases
- hard constraints
- neural network
- soft constraints
- constraint satisfaction problems
- multi objective evolutionary
- cost function
- graph cuts
- constraint violations
- efficient computation
- constraint satisfaction
- correlation clustering
- artificial neural networks
- objective function
- fuzzy logic
- search space
- multi criteria
- penalty function
- pairwise
- genetic algorithm
- constraint propagation
- network architecture
- multi objective evolutionary algorithms
- image processing
- decision making