Accelerating convolutional neural network by exploiting sparsity on GPUs

Weizhi Xu, Yintai Sun, fhengyu Fan +2

Convolutional neural network (CNN) is an important deep learning method. The convolution operation takes a large proportion of the total execution time for CNN. Feature maps for co…