With the rapid development of deep learning, more and complex models are applied to 3D point cloud object detection improve accuracy. In general, model, better performance greater computational resource consumption it has. However, incompatible for deployment on edge devices with restricted memory, so accurate efficient processing is necessary. Recently, a lightweight model design has been prop...