Pruning and Early-Exit Co-Optimization for CNN Acceleration on FPGAs.
Guilherme KorolMichael Guilherme JordanMateus Beck RutzigJerónimo CastrillónAntonio Carlos Schneider BeckPublished in: DATE (2023)
Keyphrases
- global optimization
- discrete optimization
- cellular neural networks
- search space
- optimization method
- optimization problems
- real time
- optimization algorithm
- evolutionary algorithm
- database
- mutual information
- low cost
- information systems
- combinatorial optimization
- machine learning
- optimization methods
- optimization process
- constrained optimization
- neural network
- tree pruning