Build opencv_contrib 4.9.0 with a error when building it with conda package

Error C2664 nppiMeanStdDevGetBufferHostSize_8u_C1R

System information (version)

  • OpenCV => 4.9.0
  • Operating System / Platform => Windows 11 Pro 64 Bit 10.0.22631
  • Compiler => Visual Studio 2022 MSVC LTSC v17.8.9
  • CL version => 19.38.33136
  • C++ standard => 17
  • Cmake version => 3.26.4
  • CUDA version => 11.8.89
  • cuDNN version => 8.9.7
  • NVCUVID version => 12.1.14

Detailed description

I want to build the opencv package with CUDA support, now I using anaconda build with the edited recipe, but the I went the issue about this opencv_contrib. It seems that the type of the parameter of this nppiMeanStdDevGetBufferHostSize_8u_C1R function is worng with cannot convert argument 2 from 'int *' to 'size_t *. It may be the problem of source code, I think it is not a question.
Just like the following log shows:

Could any one can help me to figure out this.

The log of the error

[556/2115] Building CXX object modules\cudaarithm\CMakeFiles\opencv_cudaarithm.dir\src\reductions.cpp.obj
FAILED: modules/cudaarithm/CMakeFiles/opencv_cudaarithm.dir/src/reductions.cpp.obj
"C:\PROGRA~1\Microsoft Visual Studio\2022\Community\VC\Tools\MSVC\14.38.33130\bin\Hostx64\x64\cl.exe"  /nologo /TP -DCVAPI_EXPORTS -D_USE_MATH_DEFINES -D_VARIADIC_MAX=10 -D_WIN32_WINNT=0x0601 -D__OPENCV_BUILD=1 -D__STDC_CONSTANT_MACROS -D__STDC_FORMAT_MACROS -D__STDC_LIMIT_MACROS -I%SRC_DIR%\build\3rdparty\ippicv\ippicv_win\icv\include -I%SRC_DIR%\build\3rdparty\ippicv\ippicv_win\iw\include -I%SRC_DIR%\build -I%SRC_DIR%\opencv_contrib\modules\cudaarithm\include -I%SRC_DIR%\build\modules\cudaarithm -I%SRC_DIR%\opencv_contrib\modules\cudev\include -I%SRC_DIR%\modules\core\include -external:I%PREFIX%\Library\include -external:I%BUILD_PREFIX%\include -external:I%PREFIX%\Library\include\eigen3 -external:W0 -D_CRT_USE_C_COMPLEX_H  /DWIN32 /D_WINDOWS /W4 /GR  /D _CRT_SECURE_NO_DEPRECATE /D _CRT_NONSTDC_NO_DEPRECATE /D _SCL_SECURE_NO_WARNINGS /Gy /bigobj /Oi  /fp:fast /FS     /EHa /wd4127 /wd4251 /wd4324 /wd4275 /wd4512 /wd4589 /wd4819 /wd4127 /wd4324 /wd4512  /O2 /Ob2 /DNDEBUG  -std:c++17 -MD /showIncludes /Fomodules\cudaarithm\CMakeFiles\opencv_cudaarithm.dir\src\reductions.cpp.obj /Fdlib\opencv_cudaarithm490.pdb /FS -c %SRC_DIR%\opencv_contrib\modules\cudaarithm\src\reductions.cpp
%SRC_DIR%\opencv_contrib\modules\cudaarithm\src\reductions.cpp(159): error C2664: 'NppStatus nppiMeanStdDevGetBufferHostSize_8u_C1R(NppiSize,size_t *)': cannot convert argument 2 from 'int *' to 'size_t *'
%SRC_DIR%\opencv_contrib\modules\cudaarithm\src\reductions.cpp(159): note: Types pointed to are unrelated; conversion requires reinterpret_cast, C-style cast or parenthesized function-style cast
%BUILD_PREFIX%\include\nppi_statistics_functions.h(5350): note: see declaration of 'nppiMeanStdDevGetBufferHostSize_8u_C1R'
%SRC_DIR%\opencv_contrib\modules\cudaarithm\src\reductions.cpp(159): note: while trying to match the argument list '(NppiSize, int *)'
%SRC_DIR%\opencv_contrib\modules\cudaarithm\src\reductions.cpp(161): error C2664: 'NppStatus nppiMeanStdDevGetBufferHostSize_32f_C1R(NppiSize,size_t *)': cannot convert argument 2 from 'int *' to 'size_t *'
%SRC_DIR%\opencv_contrib\modules\cudaarithm\src\reductions.cpp(161): note: Types pointed to are unrelated; conversion requires reinterpret_cast, C-style cast or parenthesized function-style cast
%BUILD_PREFIX%\include\nppi_statistics_functions.h(5401): note: see declaration of 'nppiMeanStdDevGetBufferHostSize_32f_C1R'
%SRC_DIR%\opencv_contrib\modules\cudaarithm\src\reductions.cpp(161): note: while trying to match the argument list '(NppiSize, int *)'
%SRC_DIR%\opencv_contrib\modules\cudaarithm\src\reductions.cpp(235): error C2664: 'NppStatus nppiMeanStdDevGetBufferHostSize_8u_C1MR(NppiSize,size_t *)': cannot convert argument 2 from 'int *' to 'size_t *'
%SRC_DIR%\opencv_contrib\modules\cudaarithm\src\reductions.cpp(235): note: Types pointed to are unrelated; conversion requires reinterpret_cast, C-style cast or parenthesized function-style cast
%BUILD_PREFIX%\include\nppi_statistics_functions.h(5418): note: see declaration of 'nppiMeanStdDevGetBufferHostSize_8u_C1MR'
%SRC_DIR%\opencv_contrib\modules\cudaarithm\src\reductions.cpp(235): note: while trying to match the argument list '(NppiSize, int *)'
%SRC_DIR%\opencv_contrib\modules\cudaarithm\src\reductions.cpp(237): error C2664: 'NppStatus nppiMeanStdDevGetBufferHostSize_32f_C1MR(NppiSize,size_t *)': cannot convert argument 2 from 'int *' to 'size_t *'
%SRC_DIR%\opencv_contrib\modules\cudaarithm\src\reductions.cpp(237): note: Types pointed to are unrelated; conversion requires reinterpret_cast, C-style cast or parenthesized function-style cast
%BUILD_PREFIX%\include\nppi_statistics_functions.h(5469): note: see declaration of 'nppiMeanStdDevGetBufferHostSize_32f_C1MR'
%SRC_DIR%\opencv_contrib\modules\cudaarithm\src\reductions.cpp(237): note: while trying to match the argument list '(NppiSize, int *)'

Build configration

-- Building with NVIDIA Optical Flow API 2.0
--
-- General configuration for OpenCV 4.9.0 =====================================
--   Version control:               unknown
--
--   Extra modules:
--     Location (extra):            C:/Users/Dev/miniconda3/conda-bld/libopencv_1713780749807/work/opencv_contrib/modules
--     Version control (extra):     unknown
--
--   Platform:
--     Timestamp:                   2024-04-22T10:26:15Z
--     Host:                        Windows 10.0.22631 AMD64
--     CMake:                       3.26.4
--     CMake generator:             Ninja
--     CMake build tool:            C:/Users/Dev/miniconda3/conda-bld/libopencv_1713780749807/_build_env/Library/bin/ninja.exe
--     MSVC:                        1938
--     Configuration:               Release
--
--   CPU/HW features:
--     Baseline:                    SSE SSE2 SSE3
--       requested:                 SSE3
--     Dispatched code generation:  SSE4_1 SSE4_2 FP16 AVX AVX2 AVX512_SKX
--       requested:                 SSE4_1 SSE4_2 AVX FP16 AVX2 AVX512_SKX
--       SSE4_1 (16 files):         + SSSE3 SSE4_1
--       SSE4_2 (1 files):          + SSSE3 SSE4_1 POPCNT SSE4_2
--       FP16 (0 files):            + SSSE3 SSE4_1 POPCNT SSE4_2 FP16 AVX
--       AVX (8 files):             + SSSE3 SSE4_1 POPCNT SSE4_2 AVX
--       AVX2 (36 files):           + SSSE3 SSE4_1 POPCNT SSE4_2 FP16 FMA3 AVX AVX2
--       AVX512_SKX (5 files):      + SSSE3 SSE4_1 POPCNT SSE4_2 FP16 FMA3 AVX AVX2 AVX_512F AVX512_COMMON AVX512_SKX
--
--   C/C++:
--     Built as dynamic libs?:      YES
--     C++ standard:                17
--     C++ Compiler:                C:/Program Files/Microsoft Visual Studio/2022/Community/VC/Tools/MSVC/14.38.33130/bin/Hostx64/x64/cl.exe  (ver 19.38.33136.0)
--     C++ flags (Release):         -D_CRT_USE_C_COMPLEX_H  /DWIN32 /D_WINDOWS /W4 /GR  /D _CRT_SECURE_NO_DEPRECATE /D _CRT_NONSTDC_NO_DEPRECATE /D _SCL_SECURE_NO_WARNINGS /Gy /bigobj /Oi  /fp:fast /FS     /EHa /wd4127 /wd4251 /wd4324 /wd4275 /wd4512 /wd4589 /wd4819  /O2 /Ob2 /DNDEBUG
--     C++ flags (Debug):           -D_CRT_USE_C_COMPLEX_H  /DWIN32 /D_WINDOWS /W4 /GR  /D _CRT_SECURE_NO_DEPRECATE /D _CRT_NONSTDC_NO_DEPRECATE /D _SCL_SECURE_NO_WARNINGS /Gy /bigobj /Oi  /fp:fast /FS     /EHa /wd4127 /wd4251 /wd4324 /wd4275 /wd4512 /wd4589 /wd4819  /Zi /Ob0 /Od /RTC1
--     C Compiler:                  C:/Program Files/Microsoft Visual Studio/2022/Community/VC/Tools/MSVC/14.38.33130/bin/Hostx64/x64/cl.exe
--     C flags (Release):           /DWIN32 /D_WINDOWS /W3  /D _CRT_SECURE_NO_DEPRECATE /D _CRT_NONSTDC_NO_DEPRECATE /D _SCL_SECURE_NO_WARNINGS /Gy /bigobj /Oi  /fp:fast /FS       /O2 /Ob2 /DNDEBUG
--     C flags (Debug):             /DWIN32 /D_WINDOWS /W3  /D _CRT_SECURE_NO_DEPRECATE /D _CRT_NONSTDC_NO_DEPRECATE /D _SCL_SECURE_NO_WARNINGS /Gy /bigobj /Oi  /fp:fast /FS     /Zi /Ob0 /Od /RTC1
--     Linker flags (Release):      /machine:x64  /INCREMENTAL:NO
--     Linker flags (Debug):        /machine:x64  /debug /INCREMENTAL
--     ccache:                      NO
--     Precompiled headers:         NO
--     Extra dependencies:          C:/Users/Dev/miniconda3/conda-bld/libopencv_1713780749807/_build_env/lib/x64/cudart_static.lib C:/Users/Dev/miniconda3/conda-bld/libopencv_1713780749807/_build_env/lib/x64/nppial.lib C:/Users/Makoto/miniconda3/conda-bld/libopencv_1713780749807/_build_env/lib/x64/nppc.lib C:/Users/Dev/miniconda3/conda-bld/libopencv_1713780749807/_build_env/lib/x64/nppitc.lib C:/Users/Dev/miniconda3/conda-bld/libopencv_1713780749807/_build_env/lib/x64/nppig.lib C:/Users/Dev/miniconda3/conda-bld/libopencv_1713780749807/_build_env/lib/x64/nppist.lib C:/Users/Dev/miniconda3/conda-bld/libopencv_1713780749807/_build_env/lib/x64/nppidei.lib C:/Users/Dev/miniconda3/conda-bld/libopencv_1713780749807/_build_env/lib/x64/cublas.lib C:/Users/Dev/miniconda3/conda-bld/libopencv_1713780749807/_build_env/lib/x64/cublasLt.lib C:/Users/Dev/miniconda3/conda-bld/libopencv_1713780749807/_build_env/lib/x64/cufft.lib C:/Users/Dev/miniconda3/conda-bld/libopencv_1713780749807/_build_env/lib/x64/nppicc.lib C:/Users/Dev/miniconda3/conda-bld/libopencv_1713780749807/_build_env/lib/x64/nppif.lib C:/Users/Dev/miniconda3/conda-bld/libopencv_1713780749807/_build_env/lib/x64/nppim.lib
--     3rdparty dependencies:
--
--   OpenCV modules:
--     To be built:                 alphamat aruco bgsegm calib3d ccalib core cudaarithm cudabgsegm cudacodec cudafeatures2d cudafilters cudaimgproc cudalegacy cudaobjdetect cudaoptflow cudastereo cudawarping cudev cvv datasets dnn dnn_objdetect dnn_superres dpm face features2d flann freetype fuzzy gapi hdf hfs highgui img_hash imgcodecs imgproc intensity_transform java line_descriptor mcc ml objdetect optflow phase_unwrapping photo plot python3 quality rapid reg rgbd saliency shape stereo stitching structured_light superres surface_matching text tracking video videoio videostab wechat_qrcode xfeatures2d ximgproc xobjdetect xphoto
--     Disabled:                    bioinspired world
--     Disabled by dependency:      -
--     Unavailable:                 cannops julia matlab ovis python2 sfm ts viz
--     Applications:                apps
--     Documentation:               NO
--     Non-free algorithms:         NO
--
--   Windows RT support:            NO
--
--   GUI:                           QT6
--     QT:                          YES (ver 6.6.3 )
--       QT OpenGL support:         YES (Qt6::OpenGL )
--     OpenGL support:              YES (opengl32 glu32)
--
--   Media I/O:
--     ZLib:                        zlib (ver 1.3)
--     JPEG:                        build-libjpeg-turbo (ver 2.1.3-62)
--       SIMD Support Request:      YES
--       SIMD Support:              YES
--     WEBP:                        build (ver encoder: 0x020f)
--     PNG:                         build (ver 1.6.37)
--     TIFF:                        build (ver 42 - 4.2.0)
--     JPEG 2000:                   C:/Users/Dev/miniconda3/conda-bld/libopencv_1713780749807/_h_env/Library/lib/jasper.lib (ver 4.2.3)
--     OpenEXR:                     build (ver 2.3.0)
--     HDR:                         YES
--     SUNRASTER:                   YES
--     PXM:                         YES
--     PFM:                         YES
--
--   Video I/O:
--     FFMPEG:                      YES (prebuilt binaries)
--       avcodec:                   YES (60.31.102)
--       avformat:                  YES (60.16.100)
--       avutil:                    YES (58.29.100)
--       swscale:                   YES (7.5.100)
--       avresample:                NO
--     DirectShow:                  YES
--     Media Foundation:            YES
--       DXVA:                      YES
--
--   Parallel framework:            Concurrency
--
--   Trace:                         YES (with Intel ITT)
--
--   Other third-party libraries:
--     Intel IPP:                   2021.11.0 [2021.11.0]
--            at:                   C:/Users/Dev/miniconda3/conda-bld/libopencv_1713780749807/work/build/3rdparty/ippicv/ippicv_win/icv
--     Intel IPP IW:                sources (2021.11.0)
--               at:                C:/Users/Dev/miniconda3/conda-bld/libopencv_1713780749807/work/build/3rdparty/ippicv/ippicv_win/iw
--     Lapack:                      YES (C:/Users/Dev/miniconda3/conda-bld/libopencv_1713780749807/_h_env/Library/lib/lapack.lib C:/Users/Makoto/miniconda3/conda-bld/libopencv_1713780749807/_h_env/Library/lib/cblas.lib)
--     OpenVINO:                    YES (2024.0.0)
--     Eigen:                       YES (ver 3.4.0)
--     Custom HAL:                  NO
--     Protobuf:                    C:/Users/Dev/miniconda3/conda-bld/libopencv_1713780749807/_h_env/Library/bin/libprotobuf.dll (25.3.0)
--     Flatbuffers:                 builtin/3rdparty (23.5.9)
--
--   NVIDIA CUDA:                   YES (ver 11.8.89, CUFFT CUBLAS NVCUVID NVCUVENC FAST_MATH)
--     NVIDIA GPU arch:             35 37 50 52 60 61 70 75 80 86 89 90
--     NVIDIA PTX archs:            90
--
--   cuDNN:                         YES (ver 8.9.7)
--
--   OpenCL:                        YES (NVD3D11)
--     Include path:                C:/Users/Dev/miniconda3/conda-bld/libopencv_1713780749807/work/3rdparty/include/opencl/1.2
--     Link libraries:              Dynamic load
--
--   Python 3:
--     Interpreter:                 C:/Users/Dev/miniconda3/conda-bld/libopencv_1713780749807/_h_env/python (ver 3.11.9)
--     Libraries:                   C:/Users/Dev/miniconda3/conda-bld/libopencv_1713780749807/_h_env/libs/python311.lib (ver 3.11.9)
--     numpy:                       C:/Users/Dev/miniconda3/conda-bld/libopencv_1713780749807/_h_env/lib/site-packages/numpy/core/include (ver 1.26.4)
--     install path:                C:/Users/Dev/miniconda3/conda-bld/libopencv_1713780749807/_h_env/Lib/site-packages
--
--   Python (for build):            C:/Users/Dev/miniconda3/conda-bld/libopencv_1713780749807/_h_env/python
--
--   Java:
--     ant:                         NO
--     Java:                        YES (ver 17.0.8)
--     JNI:                         C:/Program Files/Microsoft/jdk-17.0.8.101-hotspot/include C:/Program Files/Microsoft/jdk-17.0.8.101-hotspot/include/win32 C:/Program Files/Microsoft/jdk-17.0.8.101-hotspot/include
--     Java wrappers:               YES (JAVA)
--     Java tests:                  NO
--
--   Install to:                    C:/Users/Dev/miniconda3/conda-bld/libopencv_1713780749807/_h_env/Library
-- -----------------------------------------------------------------

Steps to reproduce

Download the source code from github acrhive of this version

build it with these cmake command


cmake -LAH -G "Ninja"                                                               ^
    -DCMAKE_CXX_STANDARD=17                                                         ^
    -DCMAKE_BUILD_TYPE="Release"                                                    ^
    -DCMAKE_INSTALL_PREFIX=%UNIX_LIBRARY_PREFIX%                                    ^
    -DCMAKE_PREFIX_PATH=%UNIX_LIBRARY_PREFIX%                                       ^
    -DOPENCV_CONFIG_INSTALL_PATH=cmake                                              ^
    -DOPENCV_BIN_INSTALL_PATH=bin                                                   ^
    -DOPENCV_LIB_INSTALL_PATH=lib                                                   ^
    -DOPENCV_GENERATE_SETUPVARS=OFF                                                 ^
    -DOPENCV_DOWNLOAD_TRIES=1;2;3;4;5                                               ^
    -DOPENCV_DOWNLOAD_PARAMS=INACTIVITY_TIMEOUT;30;TIMEOUT;180;SHOW_PROGRESS        ^
    -DWITH_LAPACK=1                                                                 ^
    -DLAPACK_INCLUDE_DIR=%UNIX_LIBRARY_INC%                                         ^
    -DLAPACK_LAPACKE_H=lapacke.h                                                    ^
    -DLAPACK_CBLAS_H=cblas.h                                                        ^
    -DLAPACK_LIBRARIES=%UNIX_LIBRARY_LIB%/lapack.lib;%UNIX_LIBRARY_LIB%/cblas.lib   ^
    -DWITH_EIGEN=1                                                                  ^
    -DENABLE_CONFIG_VERIFICATION=ON                                                 ^
    -DENABLE_PRECOMPILED_HEADERS=OFF                                                ^
    -DBUILD_TESTS=0                                                                 ^
    -DBUILD_DOCS=0                                                                  ^
    -DBUILD_PERF_TESTS=0                                                            ^
    -DBUILD_ZLIB=1                                                                  ^
    -DBUILD_opencv_bioinspired=0                                                    ^
    -DBUILD_TIFF=1                                                                  ^
    -DBUILD_PNG=1                                                                   ^
    -DWITH_PROTOBUF=1                                                               ^
    -DBUILD_PROTOBUF=0                                                              ^
    -DPROTOBUF_UPDATE_FILES=1                                                       ^
    -DBUILD_OPENEXR=1                                                               ^
    -DWITH_OPENEXR=1                                                                ^
    -DBUILD_JASPER=0                                                                ^
    -DWITH_JASPER=1                                                                 ^
    -DWITH_OPENJPEG=0                                                               ^
    -DBUILD_JPEG=1                                                                  ^
    -DCUDA_FAST_MATH=1                                                              ^
    -DENABLE_FAST_MATH=1                                                            ^
    -DWITH_CUDA=1                                                                   ^
    -DWITH_CUBLAS=1                                                                 ^
    -DWITH_OPENGL=1                                                                 ^
    -DWITH_CUDNN=1                                                                  ^
    -DWITH_NVCUVID=1                                                                ^
    -DWITH_OPENCL=1                                                                 ^
    -DWITH_OPENCLAMDFFT=0                                                           ^
    -DWITH_OPENCLAMDBLAS=0                                                          ^
    -DWITH_OPENCL_D3D11_NV=1                                                        ^
    -DWITH_OPENVINO=1                                                               ^
    -DWITH_1394=0                                                                   ^
    -DWITH_OPENNI=0                                                                 ^
    -DWITH_HDF5=1                                                                   ^
    -DOPENCV_ENABLE_PKG_CONFIG=1                                                    ^
    -DWITH_FFMPEG=1                                                                 ^
    -DWITH_TENGINE=0                                                                ^
    -DWITH_GSTREAMER=0                                                              ^
    -DWITH_TESSERACT=0                                                              ^
    -DWITH_VTK=0                                                                    ^
    -DWITH_WIN32UI=0                                                                ^
    -DENABLE_CUDA_FIRST_CLASS_LANGUAGE=1                                            ^
    -DOPENCV_DNN_CUDA=1                                                             ^
    -DCUDA_TOOKIT_ROOT_DIR="%CUDA_PATH%"                                            ^
    %WITH_QT%                                                                       ^
    -DINSTALL_C_EXAMPLES=0                                                          ^
    -DOPENCV_EXTRA_MODULES_PATH=%UNIX_SRC_DIR%/opencv_contrib/modules               ^
    -DPYTHON_EXECUTABLE=""                                                          ^
    -DPYTHON_INCLUDE_DIR=""                                                         ^
    -DPYTHON_PACKAGES_PATH=""                                                       ^
    -DPYTHON_LIBRARY=""                                                             ^
    -DPYTHON_NUMPY_INCLUDE_DIRS=""                                                  ^
    -DBUILD_opencv_python2=0                                                        ^
    -DPYTHON2_EXECUTABLE=""                                                         ^
    -DPYTHON2_INCLUDE_DIR=""                                                        ^
    -DPYTHON2_NUMPY_INCLUDE_DIRS=""                                                 ^
    -DPYTHON2_LIBRARY=""                                                            ^
    -DPYTHON2_PACKAGES_PATH=""                                                      ^
    -DOPENCV_PYTHON2_INSTALL_PATH=""                                                ^
    -DBUILD_opencv_python3=0                                                        ^
    -DPYTHON_EXECUTABLE=%UNIX_PREFIX%/python                                        ^
    -DPYTHON_INCLUDE_DIR=%UNIX_PREFIX%/include                                      ^
    -DPYTHON_PACKAGES_PATH=%UNIX_SP_DIR%                                            ^
    -DPYTHON_LIBRARY=%UNIX_PREFIX%/libs/%PY_LIB%                                    ^
    -DPYTHON_NUMPY_INCLUDE_DIRS=%UNIX_SP_DIR%/numpy/core/include                    ^
    -DBUILD_opencv_python3=1                                                        ^
    -DOPENCV_SKIP_PYTHON_LOADER=1                                                   ^
    -DPYTHON3_EXECUTABLE=%UNIX_PREFIX%/python                                       ^
    -DPYTHON3_INCLUDE_DIR=%UNIX_PREFIX%/include                                     ^
    -DPYTHON3_NUMPY_INCLUDE_DIRS=%UNIX_SP_DIR%/numpy/core/include                   ^
    -DPYTHON3_LIBRARY=%UNIX_PREFIX%/libs/%PY_LIB%                                   ^
    -DPYTHON3_PACKAGES_PATH=%UNIX_SP_DIR%                                           ^
    -DOPENCV_PYTHON3_INSTALL_PATH=%UNIX_SP_DIR%                                     ^
    -DOPENCV_PYTHON_PIP_METADATA_INSTALL=ON                                         ^
    -DOPENCV_PYTHON_PIP_METADATA_INSTALLER:STRING="conda"                           ^
    ..

Issue submission checklist

  • [x ] I report the issue, it’s not a question
  • I checked the problem with documentation, FAQ, open issues,
    forum.opencv.org, Stack Overflow, etc and have not found any solution
  • I updated to the latest OpenCV version and the issue is still there
  • There is reproducer code and related data files: videos, images, onnx, etc