Trouble compiling the master branch with GPU support

[kiran-vj]

I am trying to compile the master branch with GPU support. But facing some out of scope errors for basic cuda runtime/driver api functions such as :

1. xgboost/src/common/cuda_dr_utils.cc:25:5: error: 'cudaDriverEntryPointQueryResult' was not declared in this scope

2. error: 'cudaDriverEntryPointSuccess' was not declared in this scope; did you mean 'cudaGetDriverEntryPointFlags'

3. error: 'CU_DEVICE_ATTRIBUTE_HOST_NUMA_ID' was not declared in this scope; did you mean 'CU_DEVICE_ATTRIBUTE_PCI_BUS_ID'?

But I am able to compile older versions (release_1.7) properly in the same environment.

CUDA Compiler Information: CUDA compiler identification is NVIDIA 11.7.64
I am also explicitly setting a CMAKE_CUDA_COMPILER in the cmake command to ensure it picks up the right one.

Do I need to upgrade/modify my cuda installation?