NVHPC is a powerful toolkit for developing GPU-enabled software intended to be scalable to HPC platforms. NVHPC includes a complete CUDA SDK along with compilers for CUDA Fortran as well as the standard NVCC and NVC++ compilers for CUDA.
Using NVHPC on HPC Systems
In order to use NVHPC, all you need to do is load the required modules.
module load gnu module load nvhpc/22.3
From here, the NVHPC toolkit should be available to you.