High Performance Depthwise and Pointwise Convolutions on Mobile Devices

Pengfei Zhang, Eric Lo, Baotong Lu

Lightweight convolutional neural networks (e.g., MobileNets) are specifically designed to carry out inference directly on mobile devices. Among the various lightweight models, dept…