* Improve native tool discovery and partition detection
- Enhanced native tool path resolution to support CMAKE_INSTALL_LIBDIR variations
(lib, lib64, lib32, etc.) using glob pattern matching
- Extracted path variables to avoid duplication in error messages
- Improved error message clarity by showing exact paths searched for .so and .cpp files
- Simplified code path construction using consistent Path.resolve().parents[x] syntax
- Fixed redundant partition warnings on pre-MI300 GPUs by adding architecture check
- Only query compute/memory partition on MI300+ series (gfx940+)
- Added proper type hints for gpu_arch parameter
- Moved gpu_info extraction after soc_info to ensure gpu_arch is available
- Improved code comments for MI300 series threshold
* Handle gpu arch like a hex string