Block Convolution: Towards Memory-Efficient Inference of Large-Scale CNNs on FPGA

Gang Li, Zejian Liu, Fanrong Li +1

Deep convolutional neural networks have achieved remarkable progress in recent years. However, the large volume of intermediate results generated during inference poses a significa…