Doesn't compile with CUDA 12.6.77 using conda environment

Describe the issue

Doesn't compile with CUDA 12.6.77

Environment information:

• OS: Ubuntu 24.10
• Compiler version: gcc 14.2
• CMake version: 3.30.3
• CUDA used for AMGX compilation: CUDA 12.6.77
• MPI version (if applicable):
• AMGX version or commit hash 69e625e99b8788ac7b259c6b217ad4453cc69464

Configuration information

cmake ../

Compilation information

Issue information

cmake ../ runs fine, until it returns an error:

CMake Error at CMakeLists.txt:272 (target_link_libraries):
Target "amgx" links to:

CUDA::nvToolsExt

but the target was not found. Possible reasons include:

• There is a typo in the target name.
• A find_package call is missing for an IMPORTED target.
• An ALIAS target is missing.

CMake Error at CMakeLists.txt:273 (target_link_libraries):
Target "amgxsh" links to:

CUDA::nvToolsExt

but the target was not found. Possible reasons include:

• There is a typo in the target name.
• A find_package call is missing for an IMPORTED target.
• An ALIAS target is missing.

Additional context
Compiling in Conda environment.
Compiles fine when I install older CUDA 11.7.
Doesn't work with the cuda version 12.6 from: conda install cuda -c nvidia

Im not too familar with cuda, but nvToolsExt seems to be modified in CUDA 12 to be header only and not linkable and changed to nvtx3:

https://gitlab.kitware.com/cmake/cmake/-/issues/22893

https://github.com/pytorch/pytorch/issues/116242

Start in CMakeLists.txt at target_link_libraries lines 272-273 and inspect how CUDA::nvToolsExt is discovered and linked. Reproduce the configuration in the reported Conda environment with CUDA 12.6, then verify that CMake configuration completes successfully for the amgx and amgxsh targets.