Enabling hard constraints in differentiable neural network and accelerator co-exploration.
Deokki HongKanghyun ChoiHyeyoon LeeJoonsang YuNoseong ParkYoungsok KimJinho LeePublished in: DAC (2022)
Keyphrases
- hard constraints
- neural network
- soft constraints
- constraint satisfaction problems
- constraint satisfaction
- cost function
- efficient computation
- graph cuts
- multi objective evolutionary
- search space
- artificial neural networks
- constraint violations
- objective function
- multi criteria
- penalty function
- genetic algorithm
- special case
- multi objective evolutionary algorithms
- multi objective
- heuristic search
- constraint programming
- similarity measure
- decision making