Reusing Trained Layers of Convolutional Neural Networks to Shorten Hyperparameters Tuning Time

Roberto L. Castro, Diego Andrade, Basilio Fraguela

Hyperparameters tuning is a time-consuming approach, particularly when the architecture of the neural network is decided as part of this process. For instance, in convolutional neu…