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Compiling problems with gazebo and CUDA

I am currently working on a ROS project under Ubuntu 20.04. I am using ROS noetic and gazebo11 for simulations. I want to accelerate some calculations with CUDA. I installed CUDA12.2 and it is running on a RTX4090.
CUDA code and non-CUDA code are separated. But both files have gazebo headers included.