Restricting CUDA version to 12.4

[oierlauzi]

Currently we are experiencing issues with CUDA 12.5 onwards. Thus, we are detecting this condition in CMake to prematurely throw an error. In the future we need to add this compatibility, as CUDA >=12.5 is becoming increasingly more popular

[albertmena]

Updated in documentation too:
https://i2pc.github.io/docs/Installation/Requirements/index.html#cuda-optional

[albertmena]

Could you add some message like:

    if(CUDAToolkit_VERSION VERSION_LESS "10.2" OR CUDAToolkit_VERSION VERSION_GREATER_EQUAL "12.5")
        message(WARNING "Found an incompatible CUDA ${CUDAToolkit_VERSION}, please install CUDA version 10.2 to 12.4. https://i2pc.github.io/docs/Installation/Requirements/index.html#cuda-optional")
        return()
    endif()

[oierlauzi]

Could you add some message like:

    if(CUDAToolkit_VERSION VERSION_LESS "10.2" OR CUDAToolkit_VERSION VERSION_GREATER_EQUAL "12.5")
        message(WARNING "Found an incompatible CUDA ${CUDAToolkit_VERSION}, please install CUDA version 10.2 to 12.4. https://i2pc.github.io/docs/Installation/Requirements/index.html#cuda-optional")
        return()
    endif()

This would never be reached because find_package will not populate CUDAToolkit_VERSION if it does not find an appropriate version. However it will generate its own warning with a message similar to this one. Nevertheless this PR is still Work in Prorgress

[albertmena]

For you to know: https://xmipp.i2pc.es/api/xmipp/version-CUDA/

There are several Xmipp installations with CUDA > 12.4

A wonderful view of it: https://xmipp.i2pc.es/metrics

[sonarqubecloud]

Quality Gate passed

Issues
0 New issues
0 Accepted issues

Measures
0 Security Hotspots
0.0% Coverage on New Code
0.0% Duplication on New Code

See analysis details on SonarQube Cloud

[albertmena]

I understand, only version 12.5 fails, the higher and lower versions work.

[oierlauzi]

Maybe we can disregard this PR and wait to see why it fails sometimes with CUDA 12.5+