Transformer, a recent mainstream model in deep learning, has revolutionized a wide range of AI applications, which motivates a surge in research to develop energy-efficient hardware accelerators. Most ...

Recently, hybrid models integrating a CNN and a Transformer (ConvFormer), shown in Fig. 23.2.1, have achieved significant advancements in semantic segmentation tasks [1]–[4], which are critical for ...