onnxruntime

37cccc89 - Fix CUDA/cuDNN DLL preload paths for CUDA 13 consolidated wheel layout (#29202)

Fix CUDA/cuDNN DLL preload paths for CUDA 13 consolidated wheel layout (#29202) ## Description Fix https://github.com/microsoft/onnxruntime/issues/29198. NVIDIA restructured the CUDA Python wheels starting with CUDA 13: the per-component CUDA Toolkit packages (cublas, cufft, cuda_runtime, cuda_nvrtc, curand, ...) were consolidated into a single `nvidia/cu{major}` package and the `-cuNN` suffix was dropped from those package names. This PR updates the DLL/shared-library preload logic and the wheel dependency metadata so `onnxruntime-gpu` (and `onnxruntime-trt-rtx`) keep working on both the legacy CUDA 12 layout and the new CUDA 13 consolidated layout. ## Summary of Changes ### Preload logic (`onnxruntime/__init__.py`) | File | Change | |------|--------| | `onnxruntime/__init__.py` | `_get_nvidia_dll_paths` now detects the CUDA 13+ consolidated layout and resolves CUDA libraries under `nvidia/cu{major}` — Windows uses an architecture sub-folder (`bin/<arch>`, e.g. `bin/x86_64`), Linux uses a flat `lib`. The legacy CUDA 12 per-component paths are preserved. | | `onnxruntime/__init__.py` | Added `build_cuda_version` and `arch` parameters (for testability/arch override); cuDNN paths factored out since cuDNN keeps its own `nvidia/cudnn` package layout in both schemes. | | `onnxruntime/__init__.py` | `print_debug_info` drops the `-cuNN` suffix from CUDA Toolkit package names for CUDA 13+ (cuDNN keeps its suffixed name). | ### Wheel dependency metadata (`setup.py`) | File | Change | |------|--------| | `setup.py` | `onnxruntime-gpu` `cuda` extras drop the `-cuNN` suffix for CUDA 13+ (`nvidia-cuda-nvrtc`, `nvidia-cuda-runtime`, `nvidia-cufft`, `nvidia-curand`); cuDNN dependency keeps the suffixed name. | | `setup.py` | `onnxruntime-trt-rtx` CUDA Runtime dependency drops the `-cuNN` suffix for CUDA 13+. | ### Tests (`onnxruntime/test/python/onnxruntime_test_python_preload_dlls.py`) - New unit tests pin the expected relative paths for the CUDA 12 (legacy) and CUDA 13 (consolidated) layouts on both Windows and Linux, the Windows arch override, the Linux flat-`lib` layout, the unchanged cuDNN layout, and the `cuda`/`cudnn` toggles. ## Testing - Run the new tests: `python -m pytest onnxruntime/test/python/onnxruntime_test_python_preload_dlls.py` (or `python -m unittest onnxruntime.test.python.onnxruntime_test_python_preload_dlls`). - Backward compatibility: CUDA 12 paths and the cuDNN layout are unchanged; only CUDA 13+ takes the new consolidated paths and unsuffixed package names. - Build in Linux and Windows, and `pip install onnxruntime-gpu*.whl[cuda,cudnn]`, then `import onnxruntime; onnxruntime.preload_dlls()` can run successfully in python. ## Checklist - [x] Tests added/updated - [x] No breaking changes (CUDA 12 behavior preserved)