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hariharans29
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Sep 25, 2025
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How to solve this problem： CUDA 13 runtime crash: Concat kernel missing symbol on Jetson Thor (#26212) |
fs-eire
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Oct 24, 2025
Fix cuda 13 build errors and warnings. Related: #25936 I've verified the build in Linux and Windows using the following test settings: ### Build command line You may need change cuda_home and cudnn_home to your installation directories, also update CMAKE_CUDA_ARCHITECTURES according to your GPU. #### Linux Build ``` pip install cmake ninja packaging numpy sh build.sh --config Release --build_dir build/cuda13 --parallel --use_cuda \ --cuda_version 12.8 --cuda_home /nvida/cuda13.0/ \ --cudnn_home /nvida/cudnn9.12_cu13/ \ --build_wheel --skip_tests \ --cmake_generator Ninja \ --enable_cuda_nhwc_ops \ --use_binskim_compliant_compile_flags \ --cmake_extra_defines CMAKE_CUDA_ARCHITECTURES=90-real;90-virtual \ --cmake_extra_defines onnxruntime_BUILD_UNIT_TESTS=ON \ --cmake_extra_defines onnxruntime_ENABLE_CUDA_EP_INTERNAL_TESTS=ON ``` #### Windows Build ``` IF "%VCToolsVersion%"=="" call "C:\Program Files\Microsoft Visual Studio\2022\Community\VC\Auxiliary\Build\vcvars64.bat" build.bat --cmake_generator "Visual Studio 17 2022" --config Release --build_dir build\cuda13 --build_wheel ^ --parallel 4 --nvcc_threads 1 --build_shared_lib ^ --use_cuda --cuda_version "13.0" --cuda_home "C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v13.0" ^ --cudnn_home "D:\cudnn\9.13.0.50_cuda13" ^ --skip_tests ^ --use_binskim_compliant_compile_flags ^ --enable_cuda_nhwc_ops ^ --cmake_extra_defines "CMAKE_CUDA_ARCHITECTURES=native" ^ --cmake_extra_defines onnxruntime_BUILD_UNIT_TESTS=ON ^ --cmake_extra_defines FETCHCONTENT_TRY_FIND_PACKAGE_MODE=NEVER ``` The onnxruntime_test_all.exe is passed for RTX 5060 Ti GPU, so the binary can support blackwell GPU (CUDA_ARCHITECTURES=120) properly with CUDA 13.0: ``` [----------] Global test environment tear-down [==========] 1242 tests from 111 test suites ran. (83468 ms total) [ PASSED ] 1242 tests. ```
3 tasks
naomiOvad
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Nov 2, 2025
Fix cuda 13 build errors and warnings. Related: microsoft#25936 I've verified the build in Linux and Windows using the following test settings: ### Build command line You may need change cuda_home and cudnn_home to your installation directories, also update CMAKE_CUDA_ARCHITECTURES according to your GPU. #### Linux Build ``` pip install cmake ninja packaging numpy sh build.sh --config Release --build_dir build/cuda13 --parallel --use_cuda \ --cuda_version 12.8 --cuda_home /nvida/cuda13.0/ \ --cudnn_home /nvida/cudnn9.12_cu13/ \ --build_wheel --skip_tests \ --cmake_generator Ninja \ --enable_cuda_nhwc_ops \ --use_binskim_compliant_compile_flags \ --cmake_extra_defines CMAKE_CUDA_ARCHITECTURES=90-real;90-virtual \ --cmake_extra_defines onnxruntime_BUILD_UNIT_TESTS=ON \ --cmake_extra_defines onnxruntime_ENABLE_CUDA_EP_INTERNAL_TESTS=ON ``` #### Windows Build ``` IF "%VCToolsVersion%"=="" call "C:\Program Files\Microsoft Visual Studio\2022\Community\VC\Auxiliary\Build\vcvars64.bat" build.bat --cmake_generator "Visual Studio 17 2022" --config Release --build_dir build\cuda13 --build_wheel ^ --parallel 4 --nvcc_threads 1 --build_shared_lib ^ --use_cuda --cuda_version "13.0" --cuda_home "C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v13.0" ^ --cudnn_home "D:\cudnn\9.13.0.50_cuda13" ^ --skip_tests ^ --use_binskim_compliant_compile_flags ^ --enable_cuda_nhwc_ops ^ --cmake_extra_defines "CMAKE_CUDA_ARCHITECTURES=native" ^ --cmake_extra_defines onnxruntime_BUILD_UNIT_TESTS=ON ^ --cmake_extra_defines FETCHCONTENT_TRY_FIND_PACKAGE_MODE=NEVER ``` The onnxruntime_test_all.exe is passed for RTX 5060 Ti GPU, so the binary can support blackwell GPU (CUDA_ARCHITECTURES=120) properly with CUDA 13.0: ``` [----------] Global test environment tear-down [==========] 1242 tests from 111 test suites ran. (83468 ms total) [ PASSED ] 1242 tests. ```
3 tasks
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Fix cuda 13 build errors and warnings.
Related: #25936
I've verified the build in Linux and Windows using the following test settings:
Build command line
You may need change cuda_home and cudnn_home to your installation directories, also update CMAKE_CUDA_ARCHITECTURES according to your GPU.
Linux Build
Windows Build
The onnxruntime_test_all.exe is passed for RTX 5060 Ti GPU, so the binary can support blackwell GPU (CUDA_ARCHITECTURES=120) properly with CUDA 13.0: