Yu-Sheng Lin

Unrolled Memory Inner-Products: An Abstract GPU Operator for Efficient Vision-Related Computations

Recently, convolutional neural networks (CNNs) have achieved great success in fields such as computer vision, natural language processing, and artificial intelligence. Many of these applications utilize parallel processing in GPUs to achieve higher performance. However, it remains a daunting task to…