Fusing Depthwise and Pointwise Convolutions for Efficient Inference on GPUs

Fareed Qararyah, Muhammad Waqar Azhar, Mohammad Ali Maleki +1

Depthwise and pointwise convolutions have fewer parameters and perform fewer operations than standard convolutions. As a result, they have become increasingly used in various compa…