Support CUDA 12.5

[kmaehashi]

Tasks

• Read CUDA Release Notes.
• Update CUDA driver in FlexCI Windows image (ask @kmaehashi).
• Fix code and CI to support the new vesrion.
  • FlexCI: Update .pfnci/schema.yaml, .pfnci/matirx.yaml, and .pfnci/config.pbtxt. Cuda 12.5 Tests #8337
  • Compute Capability Support: Check NVRTC Reference (--gpu-architecture option) and NVCC Reference (--generate-code), and if needed, change the maximum value of supported compute capability defined in cupy/cuda/compiler.py (nvrtc_max_compute_capability) and _cc_major_map in cupy/fft/_callback.pyx. Also update the list of architectures in _compiler.py (arch_list).: n/a
  • FP16 Headers: Copy FP16 header files to cupy/_core/include/cupy/_cuda/, then update cupy/_core/core.pyx to use it (for major versions).
  • Library Installer: Update cupyx/tools/install_library.py.: n/a
  • Wheel Package Detection: Add the package to the duplicate detection.: n/a
• Backport the above PR. [backport] Cuda 12.5 Tests #8423
• Update Rules to require CI added
• Fix cupy-release-tools to support the new version. Support CUDA 12.5 cupy-release-tools#384
• Backport the above PR. [backport] Support CUDA 12.5 cupy-release-tools#385
• Fix documentation. Add CUDA 12.5 to list of supported platform #8424
  • Add new wheel package to the Installation Guide and README.md.
  • Update requirements in the installation guide.
• Backport the above PR. [backport] Add CUDA 12.5 to list of supported platform #8428
• Add new wheel package to the website.
• Implement or create an issue to support new features, if applicable.

[kmaehashi]

This is done!