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Title: Prepend Windows DLL directories to PATH for cuDNN lazy loading by akarale-nv · Pull Request #3399 · NVIDIA/cuda-python · GitHub

Open Graph Title: Prepend Windows DLL directories to PATH for cuDNN lazy loading by akarale-nv · Pull Request #3399 · NVIDIA/cuda-python

X Title: Prepend Windows DLL directories to PATH for cuDNN lazy loading by akarale-nv · Pull Request #3399 · NVIDIA/cuda-python

Description: CUDA Python: Performance meets Productivity. Contribute to NVIDIA/cuda-python development by creating an account on GitHub.

Open Graph Description: Description Prepend the discovered DLL directory to the process PATH in the Windows add_dll_directory() helper. This gives it priority over existing entries during PATH-based dependent-DLL resoluti...

X Description: Description Prepend the discovered DLL directory to the process PATH in the Windows add_dll_directory() helper. This gives it priority over existing entries during PATH-based dependent-DLL resoluti...

Opengraph URL: https://github.com/NVIDIA/cuda-python/pull/3399

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Windows CUDA 13 nightlies fail cuDNN check: compiled against 9.27.0 but runtime is 9.26.0 (since 20261104) pytorch/pytorch#203725 https://github.com/pytorch/pytorch/issues/203725
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Merge path_finder_dev into main #613https://github.com/NVIDIA/cuda-python/pull/613
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Move pathfinder to cuda-python top level #723https://github.com/NVIDIA/cuda-python/pull/723
Moved sourcehttps://github.com/NVIDIA/cuda-python/blob/ed12c8301c6f9b23e6db9829e66e4ec745a76a7a/cuda_pathfinder/cuda/pathfinder/_dynamic_libs/load_dl_windows.py#L73-L75
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fix(pathfinder): remove dead/misleading error handling in platform loaders #2239https://github.com/NVIDIA/cuda-python/pull/2239
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version-query APIhttps://docs.nvidia.com/deeplearning/cudnn/backend/v9.27.0/api/cudnn-graph-library.html#cudnngetproperty
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report already imports PyTorch and queries cuDNNhttps://github.com/pytorch/test-infra/blob/eee4ae87ad51365fbb19fc0825f5a871520341ed/.github/scripts/build_report.py#L64-L102
image recipe selects cuDNN 9.26 for both toolkitshttps://github.com/pytorch/test-infra/blob/eee4ae87ad51365fbb19fc0825f5a871520341ed/aws/ami/windows/scripts/Installers/Install-CUDA-Tools.ps1#L24-L31
copies its DLLs into the toolkit bin directories explicitly for PATH discoveryhttps://github.com/pytorch/test-infra/blob/eee4ae87ad51365fbb19fc0825f5a871520341ed/aws/ami/windows/scripts/Installers/Install-CUDA-Tools.ps1#L90-L111
Windows validation callerhttps://github.com/pytorch/test-infra/blob/eee4ae87ad51365fbb19fc0825f5a871520341ed/.github/workflows/validate-windows-binaries.yml#L129-L145
Windows is excluded from the compile smoke checkshttps://github.com/pytorch/pytorch/blob/735a2ec9b17c91c93d6714f88115f97394b836c9/.ci/pytorch/smoke_test/smoke_test.py#L513-L531
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