We present a subpixel rendering technique based on convolutional neural network (CNN), using additional pixel arrangement information. The proposed subpixel rendering network, SPRNN, provides apparently high resolution down-sampled image from the input image and pixel arrangement information. Experimental results show that the proposed SPRNN outperforms existing techniques.