efficientnet

Definition

A convolutional model family from Tan and Le at Google. Its contribution is compound scaling: rather than growing depth, width, or input resolution independently, scale all three together by a fixed ratio, which buys more accuracy for the same budget. The base network came from architecture search and uses mobile-style inverted bottleneck blocks. The lasting idea is the scaling rule, not the specific checkpoints.