Convolutional Neural Network Optimization Using Modified NSGA-II

Convolutional Neural Networks (CNN) are becoming deeper and deeper. It is challenging to deploy the networks directly to embedded devices because they may have different computational capacities. When deploying CNNs, the trade-off between the two objectives: accuracy and inference speed, should be considered. NSGA-II (Non-dominated Sorting Genetic Algorithm II) algorithm is a multi-objective optim...