Deep Learning, Artificial Intelligence, Convolutional Network, Image Classification, Resnet.
ALL three tweaks, ResNet-50-D improves ResNet-50 by 1%. 4. Training Refinements 4.1. Cosine Learning Rate Decay ResNet decreases rate at 0.1 for every 30 epochs, which called “step decay”. Inception-v3 decreases rate at 0.94 for every two epochs. Assume the total number of batches is T (the warmup