Glossary: Deep Learning Basics

Max pooling

Also written: MaxPool2d, nn.MaxPool2d, pooling

Keeps the largest value in each small block (2 × 2 for `nn.MaxPool2d(2)`), halving height and width. It saves work and makes the network less sensitive to small shifts.