Im2win: An Efficient Convolution Paradigm on GPU

Shuai Lu, Jun Chu, Luanzheng Guo +1

Convolution is the most time-consuming operation in deep neural network operations, so its performance is critical to the overall performance of the neural network. The commonly us…