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dusty-nv / jetson-inference

Hello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.
https://developer.nvidia.com/embedded/twodaystoademo
MIT License
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cmake issue #1711

Open sai-ssauto opened 1 year ago

sai-ssauto commented 1 year ago

Hi @dusty-nv,

I am using Advantech Mic-710ai jetson nano. I get BSP from Advantech and i flashed the board also. Then I change the bootable mode from emmc to SD card like how they mentioned the SOP. Now I tried to install jetson-inference on that. but i am facing some error on the Cmake step.

I will paste my error here.

-- Configuring incomplete, errors occurred! See also "/home/mic-710ai/jetson-inference/build/CMakeFiles/CMakeOutput.log".

And after this steps I cannot run others steps also.

Thnaks in Advance

dusty-nv commented 1 year ago

Hi @sai-ssauto, please post the complete terminal log from when you try to build/configure jetson-inference

sai-ssauto commented 1 year ago

Hi @dusty-nv,

I have attached the complete teminal log below:

mic-710ai@ubuntu:~$ cd jetson-inference/ mic-710ai@ubuntu:~/jetson-inference$ cd build/ mic-710ai@ubuntu:~/jetson-inference/build$ cmake ../

Note: this project uses git submodules in the source tree. if you haven't already, run the following command from the project's root directory:

       git submodule update --init

-- distro ID: Ubuntu -- distro version: 18.04 -- distro codename: bionic -- using patched FindCUDA.cmake CUDA_TOOLKIT_ROOT_DIR not found or specified -- Could NOT find CUDA (missing: CUDA_TOOLKIT_ROOT_DIR CUDA_NVCC_EXECUTABLE CUDA_INCLUDE_DIRS CUDA_CUDART_LIBRARY) -- CUDA version: -- CUDA detected (aarch64), enabling SM_53 SM_62 -- OpenCV version: 3.2.0 -- OpenCV version >= 3.0.0, enabling OpenCV CMake Warning at CMakeLists.txt:106 (find_package): By not providing "FindVPI.cmake" in CMAKE_MODULE_PATH this project has asked CMake to find a package configuration file provided by "VPI", but CMake did not find one.

Could not find a package configuration file provided by "VPI" (requested version 2.0) with any of the following names:

VPIConfig.cmake
vpi-config.cmake

Add the installation prefix of "VPI" to CMAKE_PREFIX_PATH or set "VPI_DIR" to a directory containing one of the above files. If "VPI" provides a separate development package or SDK, be sure it has been installed.

-- didn't find VPI on system, disabling VPI -- system arch: aarch64 -- output path: /home/mic-710ai/jetson-inference/build/aarch64 -- BUILD_EXPERIMENTAL disabled -- Copying /home/mic-710ai/jetson-inference/c/actionNet.h -- Copying /home/mic-710ai/jetson-inference/c/backgroundNet.h -- Copying /home/mic-710ai/jetson-inference/c/depthNet.h -- Copying /home/mic-710ai/jetson-inference/c/detectNet.h -- Copying /home/mic-710ai/jetson-inference/c/imageNet.h -- Copying /home/mic-710ai/jetson-inference/c/modelDownloader.h -- Copying /home/mic-710ai/jetson-inference/c/poseNet.h -- Copying /home/mic-710ai/jetson-inference/c/segNet.h -- Copying /home/mic-710ai/jetson-inference/c/tensorConvert.h -- Copying /home/mic-710ai/jetson-inference/c/tensorNet.h -- Copying /home/mic-710ai/jetson-inference/c/calibration/randInt8Calibrator.h -- Copying /home/mic-710ai/jetson-inference/c/tracking/objectTracker.h -- Copying /home/mic-710ai/jetson-inference/c/tracking/objectTrackerIOU.h -- Copying /home/mic-710ai/jetson-inference/c/tracking/objectTrackerKLT.h -- Could NOT find Doxygen (missing: DOXYGEN_EXECUTABLE) -- found Qt5Widgets version: 5.9.5 -- found Qt5Widgets defines: -DQT_WIDGETS_LIB;-DQT_GUI_LIB;-DQT_CORE_LIB -- found Qt5Widgets library: Qt5::Widgets -- found Qt5Widgets include: /usr/include/aarch64-linux-gnu/qt5/;/usr/include/aarch64-linux-gnu/qt5/QtWidgets;/usr/include/aarch64-linux-gnu/qt5/QtGui;/usr/include/aarch64-linux-gnu/qt5/QtCore;/usr/lib/aarch64-linux-gnu/qt5//mkspecs/linux-g++ -- camera-capture: building as submodule of /home/mic-710ai/jetson-inference/tools -- jetson-utils: building as submodule, /home/mic-710ai/jetson-inference -- nvbuf_utils: /usr/lib/aarch64-linux-gnu/tegra/libnvbuf_utils.so -- NVMM zero-copy memory: ENABLE_NVMM=ON -- Copying /home/mic-710ai/jetson-inference/utils/alphanum.h -- Copying /home/mic-710ai/jetson-inference/utils/commandLine.h -- Copying /home/mic-710ai/jetson-inference/utils/csvReader.h -- Copying /home/mic-710ai/jetson-inference/utils/csvWriter.h -- Copying /home/mic-710ai/jetson-inference/utils/filesystem.h -- Copying /home/mic-710ai/jetson-inference/utils/logging.h -- Copying /home/mic-710ai/jetson-inference/utils/mat33.h -- Copying /home/mic-710ai/jetson-inference/utils/pi.h -- Copying /home/mic-710ai/jetson-inference/utils/rand.h -- Copying /home/mic-710ai/jetson-inference/utils/timespec.h -- Copying /home/mic-710ai/jetson-inference/utils/xml.h -- Copying /home/mic-710ai/jetson-inference/utils/csvReader.hpp -- Copying /home/mic-710ai/jetson-inference/utils/csvWriter.hpp -- Copying /home/mic-710ai/jetson-inference/utils/json.hpp -- Copying /home/mic-710ai/jetson-inference/utils/camera/gstCamera.h -- Copying /home/mic-710ai/jetson-inference/utils/camera/v4l2Camera.h -- Copying /home/mic-710ai/jetson-inference/utils/codec/gstBufferManager.h -- Copying /home/mic-710ai/jetson-inference/utils/codec/gstDecoder.h -- Copying /home/mic-710ai/jetson-inference/utils/codec/gstEncoder.h -- Copying /home/mic-710ai/jetson-inference/utils/codec/gstUtility.h -- Copying /home/mic-710ai/jetson-inference/utils/codec/gstWebRTC.h -- Copying /home/mic-710ai/jetson-inference/utils/codec/nvbuf_utils.h -- Copying /home/mic-710ai/jetson-inference/utils/cuda/cudaBayer.h -- Copying /home/mic-710ai/jetson-inference/utils/cuda/cudaColormap.h -- Copying /home/mic-710ai/jetson-inference/utils/cuda/cudaColorspace.h -- Copying /home/mic-710ai/jetson-inference/utils/cuda/cudaCrop.h -- Copying /home/mic-710ai/jetson-inference/utils/cuda/cudaDraw.h -- Copying /home/mic-710ai/jetson-inference/utils/cuda/cudaFilterMode.h -- Copying /home/mic-710ai/jetson-inference/utils/cuda/cudaFont.h -- Copying /home/mic-710ai/jetson-inference/utils/cuda/cudaGrayscale.h -- Copying /home/mic-710ai/jetson-inference/utils/cuda/cudaMappedMemory.h -- Copying /home/mic-710ai/jetson-inference/utils/cuda/cudaMath.h -- Copying /home/mic-710ai/jetson-inference/utils/cuda/cudaNormalize.h -- Copying /home/mic-710ai/jetson-inference/utils/cuda/cudaOverlay.h -- Copying /home/mic-710ai/jetson-inference/utils/cuda/cudaPointCloud.h -- Copying /home/mic-710ai/jetson-inference/utils/cuda/cudaRGB.h -- Copying /home/mic-710ai/jetson-inference/utils/cuda/cudaResize.h -- Copying /home/mic-710ai/jetson-inference/utils/cuda/cudaUtility.h -- Copying /home/mic-710ai/jetson-inference/utils/cuda/cudaVector.h -- Copying /home/mic-710ai/jetson-inference/utils/cuda/cudaWarp.h -- Copying /home/mic-710ai/jetson-inference/utils/cuda/cudaYUV.h -- Copying /home/mic-710ai/jetson-inference/utils/cuda/cudaAlphaBlend.cuh -- Copying /home/mic-710ai/jetson-inference/utils/cuda/cudaFilterMode.cuh -- Copying /home/mic-710ai/jetson-inference/utils/display/glBuffer.h -- Copying /home/mic-710ai/jetson-inference/utils/display/glCamera.h -- Copying /home/mic-710ai/jetson-inference/utils/display/glDisplay.h -- Copying /home/mic-710ai/jetson-inference/utils/display/glEvents.h -- Copying /home/mic-710ai/jetson-inference/utils/display/glTexture.h -- Copying /home/mic-710ai/jetson-inference/utils/display/glUtility.h -- Copying /home/mic-710ai/jetson-inference/utils/display/glWidget.h -- Copying /home/mic-710ai/jetson-inference/utils/image/imageFormat.h -- Copying /home/mic-710ai/jetson-inference/utils/image/imageIO.h -- Copying /home/mic-710ai/jetson-inference/utils/image/imageLoader.h -- Copying /home/mic-710ai/jetson-inference/utils/image/imageWriter.h -- Copying /home/mic-710ai/jetson-inference/utils/image/loadImage.h -- Copying /home/mic-710ai/jetson-inference/utils/image/imageFormat.inl -- Copying /home/mic-710ai/jetson-inference/utils/input/devInput.h -- Copying /home/mic-710ai/jetson-inference/utils/input/devJoystick.h -- Copying /home/mic-710ai/jetson-inference/utils/input/devKeyboard.h -- Copying /home/mic-710ai/jetson-inference/utils/network/Endian.h -- Copying /home/mic-710ai/jetson-inference/utils/network/IPv4.h -- Copying /home/mic-710ai/jetson-inference/utils/network/IPv6.h -- Copying /home/mic-710ai/jetson-inference/utils/network/Networking.h -- Copying /home/mic-710ai/jetson-inference/utils/network/RTSPServer.h -- Copying /home/mic-710ai/jetson-inference/utils/network/Socket.h -- Copying /home/mic-710ai/jetson-inference/utils/network/URI.h -- Copying /home/mic-710ai/jetson-inference/utils/network/WebRTCServer.h -- Copying /home/mic-710ai/jetson-inference/utils/threads/Event.h -- Copying /home/mic-710ai/jetson-inference/utils/threads/Mutex.h -- Copying /home/mic-710ai/jetson-inference/utils/threads/Process.h -- Copying /home/mic-710ai/jetson-inference/utils/threads/RingBuffer.h -- Copying /home/mic-710ai/jetson-inference/utils/threads/Thread.h -- Copying /home/mic-710ai/jetson-inference/utils/threads/Event.inl -- Copying /home/mic-710ai/jetson-inference/utils/threads/Mutex.inl -- Copying /home/mic-710ai/jetson-inference/utils/threads/RingBuffer.inl -- Copying /home/mic-710ai/jetson-inference/utils/video/videoOptions.h -- Copying /home/mic-710ai/jetson-inference/utils/video/videoOutput.h -- Copying /home/mic-710ai/jetson-inference/utils/video/videoSource.h -- trying to build Python bindings for Python versions: 2.7;3.6;3.7 -- detecting Python 2.7... -- found Python version: 2.7 (2.7.17) -- found Python include: /usr/include/python2.7 -- found Python library: /usr/lib/aarch64-linux-gnu/libpython2.7.so -- CMake module path: /home/mic-710ai/jetson-inference/utils/cuda;/home/mic-710ai/jetson-inference/utils/python/bindings -- NumPy ver. 1.16.6 found (include: /home/mic-710ai/.local/lib/python2.7/site-packages/numpy/core/include) -- found NumPy version: 1.16.6 -- found NumPy include: /home/mic-710ai/.local/lib/python2.7/site-packages/numpy/core/include -- detecting Python 3.6... -- found Python version: 3.6 (3.6.9) -- found Python include: /usr/include/python3.6m -- found Python library: /usr/lib/aarch64-linux-gnu/libpython3.6m.so -- CMake module path: /home/mic-710ai/jetson-inference/utils/cuda;/home/mic-710ai/jetson-inference/utils/python/bindings -- NumPy ver. 1.13.3 found (include: /usr/lib/python3/dist-packages/numpy/core/include) -- found NumPy version: 1.13.3 -- found NumPy include: /usr/lib/python3/dist-packages/numpy/core/include -- detecting Python 3.7... -- Python 3.7 wasn't found -- Copying /home/mic-710ai/jetson-inference/utils/python/examples/cuda-array-interface.py -- Copying /home/mic-710ai/jetson-inference/utils/python/examples/cuda-examples.py -- Copying /home/mic-710ai/jetson-inference/utils/python/examples/cuda-from-cv.py -- Copying /home/mic-710ai/jetson-inference/utils/python/examples/cuda-from-numpy.py -- Copying /home/mic-710ai/jetson-inference/utils/python/examples/cuda-from-pytorch.py -- Copying /home/mic-710ai/jetson-inference/utils/python/examples/cuda-to-cv.py -- Copying /home/mic-710ai/jetson-inference/utils/python/examples/cuda-to-numpy.py -- Copying /home/mic-710ai/jetson-inference/utils/python/examples/cuda-to-pytorch.py -- Copying /home/mic-710ai/jetson-inference/utils/python/examples/test-display.py -- Copying /home/mic-710ai/jetson-inference/utils/python/examples/test-logging.py -- Copying /home/mic-710ai/jetson-inference/utils/python/examples/test-video.py -- Copying /home/mic-710ai/jetson-inference/utils/python/examples/video-viewer.py -- Copying /home/mic-710ai/jetson-inference/utils/python/examples/test-cuda.sh -- trying to build Python bindings for Python versions: 2.7;3.6;3.7 -- detecting Python 2.7... -- found Python version: 2.7 (2.7.17) -- found Python include: /usr/include/python2.7 -- found Python library: /usr/lib/aarch64-linux-gnu/libpython2.7.so -- CMake module path: /home/mic-710ai/jetson-inference/utils/cuda;/home/mic-710ai/jetson-inference/python/bindings;/home/mic-710ai/jetson-inference/python/bindings/../../utils/python/bindings -- NumPy ver. 1.16.6 found (include: /home/mic-710ai/.local/lib/python2.7/site-packages/numpy/core/include) -- found NumPy version: 1.16.6 -- found NumPy include: /home/mic-710ai/.local/lib/python2.7/site-packages/numpy/core/include -- detecting Python 3.6... -- found Python version: 3.6 (3.6.9) -- found Python include: /usr/include/python3.6m -- found Python library: /usr/lib/aarch64-linux-gnu/libpython3.6m.so -- CMake module path: /home/mic-710ai/jetson-inference/utils/cuda;/home/mic-710ai/jetson-inference/python/bindings;/home/mic-710ai/jetson-inference/python/bindings/../../utils/python/bindings -- NumPy ver. 1.13.3 found (include: /usr/lib/python3/dist-packages/numpy/core/include) -- found NumPy version: 1.13.3 -- found NumPy include: /usr/lib/python3/dist-packages/numpy/core/include -- detecting Python 3.7... -- Python 3.7 wasn't found -- Copying /home/mic-710ai/jetson-inference/python/examples/actionnet.py -- Copying /home/mic-710ai/jetson-inference/python/examples/backgroundnet.py -- Copying /home/mic-710ai/jetson-inference/python/examples/depthnet.py -- Copying /home/mic-710ai/jetson-inference/python/examples/depthnet_utils.py -- Copying /home/mic-710ai/jetson-inference/python/examples/detectnet-snap.py -- Copying /home/mic-710ai/jetson-inference/python/examples/detectnet.py -- Copying /home/mic-710ai/jetson-inference/python/examples/imagenet.py -- Copying /home/mic-710ai/jetson-inference/python/examples/my-detection.py -- Copying /home/mic-710ai/jetson-inference/python/examples/my-recognition.py -- Copying /home/mic-710ai/jetson-inference/python/examples/posenet.py -- Copying /home/mic-710ai/jetson-inference/python/examples/segnet.py -- Copying /home/mic-710ai/jetson-inference/python/examples/segnet_utils.py -- linking jetson-inference with OpenCV 3.2.0 CMake Error: The following variables are used in this project, but they are set to NOTFOUND. Please set them or make sure they are set and tested correctly in the CMake files: CUDA_CUDART_LIBRARY (ADVANCED) linked by target "jetson-inference" in directory /home/mic-710ai/jetson-inference linked by target "imagenet" in directory /home/mic-710ai/jetson-inference/examples/imagenet linked by target "depthnet" in directory /home/mic-710ai/jetson-inference/examples/depthnet linked by target "detectnet" in directory /home/mic-710ai/jetson-inference/examples/detectnet linked by target "posenet" in directory /home/mic-710ai/jetson-inference/examples/posenet linked by target "segnet" in directory /home/mic-710ai/jetson-inference/examples/segnet linked by target "actionnet" in directory /home/mic-710ai/jetson-inference/examples/actionnet linked by target "backgroundnet" in directory /home/mic-710ai/jetson-inference/examples/backgroundnet linked by target "camera-capture" in directory /home/mic-710ai/jetson-inference/tools/camera-capture linked by target "jetson-utils" in directory /home/mic-710ai/jetson-inference/utils linked by target "jetson-utils-python-27" in directory /home/mic-710ai/jetson-inference/utils/python/bindings linked by target "jetson-utils-python-36" in directory /home/mic-710ai/jetson-inference/utils/python/bindings linked by target "jetson-inference-python-27" in directory /home/mic-710ai/jetson-inference/python/bindings linked by target "jetson-inference-python-36" in directory /home/mic-710ai/jetson-inference/python/bindings CUDA_TOOLKIT_INCLUDE (ADVANCED) used as include directory in directory /home/mic-710ai/jetson-inference used as include directory in directory /home/mic-710ai/jetson-inference used as include directory in directory /home/mic-710ai/jetson-inference used as include directory in directory /home/mic-710ai/jetson-inference used as include directory in directory /home/mic-710ai/jetson-inference used as include directory in directory /home/mic-710ai/jetson-inference used as include directory in directory 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-- Configuring incomplete, errors occurred! See also "/home/mic-710ai/jetson-inference/build/CMakeFiles/CMakeOutput.log".

dusty-nv commented 1 year ago

CUDA_TOOLKIT_ROOT_DIR not found or specified -- Could NOT find CUDA (missing: CUDA_TOOLKIT_ROOT_DIR CUDA_NVCC_EXECUTABLE CUDA_INCLUDE_DIRS CUDA_CUDART_LIBRARY)

@sai-ssauto you don't have CUDA Toolkit installed (and presumably, neither cuDNN or TensorRT either). Did you have it flashed with SDK Manager when you setup the board?

sai-ssauto commented 1 year ago

Hi @dusty-nv,

I didn't flash with SDK Manager. Because This is not a nvidia carrier board. I have recevied some sop and bsp files from the vendor. with using that I flashed the board.

dusty-nv commented 1 year ago

You can either use SDK Manager to only install the JetPack components (deselect flashing the L4T OS), or you can install CUDA/cuDNN/TensorRT/ect via apt

sai-ssauto commented 1 year ago

Hi @dusty-nv First thing I tried, I flash my advantch jetson nano Mic-710ai with sdk manager. that time i tried to boot my system. On that time SD card is not detected because of the DIfferent BSP file. Then again I flashed my device with bsp file which is provided by the advantech. On the cuda packages are missing. So as per our discussion I installed those things from the sdk manager. After that i tried to install jetson inference while installing the requirements of the object detection i am facing error. I have mentioned below the error for your reference 

Running command python setup.py egg_info
warning: pandas/_libs/algos_take_helper.pxi:51:4: The 'IF' statement is deprecated and will be removed in a future Cython version. Consider using runtime conditions or C macros instead. See https://github.com/cython/cython/issues/4310
warning: pandas/_libs/algos_take_helper.pxi:178:4: The 'IF' statement is deprecated and will be removed in a future Cython version. Consider using runtime conditions or C macros instead. See https://github.com/cython/cython/issues/4310
warning: pandas/_libs/algos_take_helper.pxi:305:4: The 'IF' statement is deprecated and will be removed in a future Cython version. Consider using runtime conditions or C macros instead. See https://github.com/cython/cython/issues/4310
warning: pandas/_libs/algos_take_helper.pxi:432:4: The 'IF' statement is deprecated and will be removed in a future Cython version. Consider using runtime conditions or C macros instead. See https://github.com/cython/cython/issues/4310
warning: pandas/_libs/algos_take_helper.pxi:559:4: The 'IF' statement is deprecated and will be removed in a future Cython version. Consider using runtime conditions or C macros instead. See https://github.com/cython/cython/issues/4310
warning: pandas/_libs/algos_take_helper.pxi:686:4: The 'IF' statement is deprecated and will be removed in a future Cython version. Consider using runtime conditions or C macros instead. See https://github.com/cython/cython/issues/4310
warning: pandas/_libs/algos_take_helper.pxi:813:4: The 'IF' statement is deprecated and will be removed in a future Cython version. Consider using runtime conditions or C macros instead. See https://github.com/cython/cython/issues/4310
warning: pandas/_libs/algos_take_helper.pxi:940:4: The 'IF' statement is deprecated and will be removed in a future Cython version. Consider using runtime conditions or C macros instead. See https://github.com/cython/cython/issues/4310
warning: pandas/_libs/algos_take_helper.pxi:1067:4: The 'IF' statement is deprecated and will be removed in a future Cython version. Consider using runtime conditions or C macros instead. See https://github.com/cython/cython/issues/4310
warning: pandas/_libs/algos_take_helper.pxi:1194:4: The 'IF' statement is deprecated and will be removed in a future Cython version. Consider using runtime conditions or C macros instead. See https://github.com/cython/cython/issues/4310
warning: pandas/_libs/algos_take_helper.pxi:1321:4: The 'IF' statement is deprecated and will be removed in a future Cython version. Consider using runtime conditions or C macros instead. See https://github.com/cython/cython/issues/4310
warning: pandas/_libs/algos_take_helper.pxi:1448:4: The 'IF' statement is deprecated and will be removed in a future Cython version. Consider using runtime conditions or C macros instead. See https://github.com/cython/cython/issues/4310
warning: pandas/_libs/algos_take_helper.pxi:1575:4: The 'IF' statement is deprecated and will be removed in a future Cython version. Consider using runtime conditions or C macros instead. See https://github.com/cython/cython/issues/4310
warning: pandas/_libs/algos_take_helper.pxi:1702:4: The 'IF' statement is deprecated and will be removed in a future Cython version. Consider using runtime conditions or C macros instead. See https://github.com/cython/cython/issues/4310
warning: pandas/_libs/algos_take_helper.pxi:1829:4: The 'IF' statement is deprecated and will be removed in a future Cython version. Consider using runtime conditions or C macros instead. See https://github.com/cython/cython/issues/4310
warning: pandas/_libs/algos_take_helper.pxi:1956:4: The 'IF' statement is deprecated and will be removed in a future Cython version. Consider using runtime conditions or C macros instead. See https://github.com/cython/cython/issues/4310
warning: pandas/_libs/algos_take_helper.pxi:2083:4: The 'IF' statement is deprecated and will be removed in a future Cython version. Consider using runtime conditions or C macros instead. See https://github.com/cython/cython/issues/4310
warning: pandas/_libs/algos_take_helper.pxi:2210:4: The 'IF' statement is deprecated and will be removed in a future Cython version. Consider using runtime conditions or C macros instead. See https://github.com/cython/cython/issues/4310
warning: pandas/_libs/algos_take_helper.pxi:2337:4: The 'IF' statement is deprecated and will be removed in a future Cython version. Consider using runtime conditions or C macros instead. See https://github.com/cython/cython/issues/4310
warning: pandas/_libs/algos.pyx:141:42: Unknown type declaration 'bint' in annotation, ignoring
warning: pandas/_libs/groupby.pyx:1130:26: Unreachable code
warning: pandas/_libs/hashing.pyx:16:0: The 'DEF' statement is deprecated and will be removed in a future Cython version. Consider using global variables, constants, and in-place literals instead. See https://github.com/cython/cython/issues/4310
warning: pandas/_libs/hashing.pyx:17:0: The 'DEF' statement is deprecated and will be removed in a future Cython version. Consider using global variables, constants, and in-place literals instead. See https://github.com/cython/cython/issues/4310

Error compiling Cython file:
------------------------------------------------------------
...

        self.orig_data = self.buf.data
        self.orig_len = self.buf.shape[0]
        self.orig_stride = self.buf.strides[0]

        self.buf.data = self.values.data
                ^
------------------------------------------------------------

pandas/_libs/reduction.pyx:318:16: Assignment to a read-only property

Error compiling Cython file:
------------------------------------------------------------
...

    cdef move(self, int start, int end):
        """
        For slicing
        """
        self.buf.data = self.values.data + self.stride * start
                ^
------------------------------------------------------------

pandas/_libs/reduction.pyx:325:16: Assignment to a read-only property

Error compiling Cython file:
------------------------------------------------------------
...
        self.buf.shape[0] = end - start

    cdef reset(self):

        self.buf.shape[0] = self.orig_len
        self.buf.data = self.orig_data
                ^
------------------------------------------------------------

pandas/_libs/reduction.pyx:331:16: Assignment to a read-only property

Error compiling Cython file:
------------------------------------------------------------
...
        # move blocks
        for i in range(self.nblocks):
            arr = self.blocks[i]

            # axis=1 is the frame's axis=0
            arr.data = self.base_ptrs[i] + arr.strides[1] * start
               ^
------------------------------------------------------------

pandas/_libs/reduction.pyx:452:15: Assignment to a read-only property

Error compiling Cython file:
------------------------------------------------------------
...
        # reset blocks
        for i in range(self.nblocks):
            arr = self.blocks[i]

            # axis=1 is the frame's axis=0
            arr.data = self.base_ptrs[i]
               ^
------------------------------------------------------------

pandas/_libs/reduction.pyx:471:15: Assignment to a read-only property
Traceback (most recent call last):
  File "<string>", line 1, in <module>
  File "/tmp/pip-build-6lk041k5/pandas/setup.py", line 793, in <module>
    setup_package()
  File "/tmp/pip-build-6lk041k5/pandas/setup.py", line 763, in setup_package
    ext_modules=maybe_cythonize(extensions, compiler_directives=directives),
  File "/tmp/pip-build-6lk041k5/pandas/setup.py", line 542, in maybe_cythonize
    return cythonize(extensions, *args, **kwargs)
  File "/home/mic-710ai/.local/lib/python3.6/site-packages/Cython/Build/Dependencies.py", line 1134, in cythonize
    cythonize_one(*args)
  File "/home/mic-710ai/.local/lib/python3.6/site-packages/Cython/Build/Dependencies.py", line 1301, in cythonize_one
    raise CompileError(None, pyx_file)
Cython.Compiler.Errors.CompileError: pandas/_libs/reduction.pyx
Compiling pandas/_libs/algos.pyx because it changed.
Compiling pandas/_libs/groupby.pyx because it changed.
Compiling pandas/_libs/hashing.pyx because it changed.
Compiling pandas/_libs/hashtable.pyx because it changed.
Compiling pandas/_libs/index.pyx because it changed.
Compiling pandas/_libs/indexing.pyx because it changed.
Compiling pandas/_libs/internals.pyx because it changed.
Compiling pandas/_libs/interval.pyx because it changed.
Compiling pandas/_libs/join.pyx because it changed.
Compiling pandas/_libs/lib.pyx because it changed.
Compiling pandas/_libs/missing.pyx because it changed.
Compiling pandas/_libs/parsers.pyx because it changed.
Compiling pandas/_libs/reduction.pyx because it changed.
Compiling pandas/_libs/ops.pyx because it changed.
Compiling pandas/_libs/ops_dispatch.pyx because it changed.
Compiling pandas/_libs/properties.pyx because it changed.
Compiling pandas/_libs/reshape.pyx because it changed.
Compiling pandas/_libs/sparse.pyx because it changed.
Compiling pandas/_libs/tslib.pyx because it changed.
Compiling pandas/_libs/tslibs/base.pyx because it changed.
Compiling pandas/_libs/tslibs/ccalendar.pyx because it changed.
Compiling pandas/_libs/tslibs/dtypes.pyx because it changed.
Compiling pandas/_libs/tslibs/conversion.pyx because it changed.
Compiling pandas/_libs/tslibs/fields.pyx because it changed.
Compiling pandas/_libs/tslibs/nattype.pyx because it changed.
Compiling pandas/_libs/tslibs/np_datetime.pyx because it changed.
Compiling pandas/_libs/tslibs/offsets.pyx because it changed.
Compiling pandas/_libs/tslibs/parsing.pyx because it changed.
Compiling pandas/_libs/tslibs/period.pyx because it changed.
Compiling pandas/_libs/tslibs/strptime.pyx because it changed.
Compiling pandas/_libs/tslibs/timedeltas.pyx because it changed.
Compiling pandas/_libs/tslibs/timestamps.pyx because it changed.
Compiling pandas/_libs/tslibs/timezones.pyx because it changed.
Compiling pandas/_libs/tslibs/tzconversion.pyx because it changed.
Compiling pandas/_libs/tslibs/vectorized.pyx because it changed.
Compiling pandas/_libs/testing.pyx because it changed.
Compiling pandas/_libs/window/aggregations.pyx because it changed.
Compiling pandas/_libs/window/indexers.pyx because it changed.
Compiling pandas/_libs/writers.pyx because it changed.
Compiling pandas/io/sas/sas.pyx because it changed.
[ 1/40] Cythonizing pandas/_libs/algos.pyx
[ 2/40] Cythonizing pandas/_libs/groupby.pyx
[ 3/40] Cythonizing pandas/_libs/hashing.pyx
[ 4/40] Cythonizing pandas/_libs/hashtable.pyx
[ 5/40] Cythonizing pandas/_libs/index.pyx
[ 6/40] Cythonizing pandas/_libs/indexing.pyx
[ 7/40] Cythonizing pandas/_libs/internals.pyx
[ 8/40] Cythonizing pandas/_libs/interval.pyx
[ 9/40] Cythonizing pandas/_libs/join.pyx
[10/40] Cythonizing pandas/_libs/lib.pyx
[11/40] Cythonizing pandas/_libs/missing.pyx
[12/40] Cythonizing pandas/_libs/ops.pyx
[13/40] Cythonizing pandas/_libs/ops_dispatch.pyx
[14/40] Cythonizing pandas/_libs/parsers.pyx
[15/40] Cythonizing pandas/_libs/properties.pyx
[16/40] Cythonizing pandas/_libs/reduction.pyx

Cleaning up... Command "python setup.py egg_info" failed with error code 1 in /tmp/pip-build-6lk041k5/pandas/ Exception information: Traceback (most recent call last): File "/usr/lib/python3/dist-packages/pip/basecommand.py", line 215, in main status = self.run(options, args) File "/usr/lib/python3/dist-packages/pip/commands/install.py", line 353, in run wb.build(autobuilding=True) File "/usr/lib/python3/dist-packages/pip/wheel.py", line 749, in build self.requirement_set.prepare_files(self.finder) File "/usr/lib/python3/dist-packages/pip/req/req_set.py", line 380, in prepare_files ignore_dependencies=self.ignore_dependencies)) File "/usr/lib/python3/dist-packages/pip/req/req_set.py", line 634, in _prepare_file abstract_dist.prep_for_dist() File "/usr/lib/python3/dist-packages/pip/req/req_set.py", line 129, in prep_for_dist self.req_to_install.run_egg_info() File "/usr/lib/python3/dist-packages/pip/req/req_install.py", line 439, in run_egg_info command_desc='python setup.py egg_info') File "/usr/lib/python3/dist-packages/pip/utils/init.py", line 725, in call_subprocess % (command_desc, proc.returncode, cwd)) pip.exceptions.InstallationError: Command "python setup.py egg_info" failed with error code 1 in /tmp/pip-build-6lk041k5/pandas/

dusty-nv commented 1 year ago

Hmm, I'm not sure if you need to upgrade Cython or what - try this:

pip3 install --upgrade 'Cython<3'

also, you only need pandas if you are training your own object detection model with train_ssd.py

you can also try using the jetson-inference docker container which has this all pre-built in it

sai-ssauto commented 1 year ago

Hi @dusty-nv Yes! you are right. Now I upgrade cython so the error was cleared. All the configurations are done. I tested with default model its working good. Tomorrow I will start training for the custom dataset.

Thanks for your help and proper guideness.

sai-ssauto commented 1 year ago

Hi @dusty-nv

While I am trying to train a custom object detection model, on that time I am facing some errors. I mentioned below the error which I got it.

mic-710ai@ubuntu:~/jetson-inference/python/training/detection/ssd$ python3 train_ssd.py --dataset-type=voc --data=/home/mic-710ai/jetson-inference/python/training/detection/ssd/data/station5 --model-dir=models/station5 --batch-size=4 --epochs=100 2023-08-05 17:51:42 - Using CUDA... 2023-08-05 17:51:42 - Namespace(balance_data=False, base_net=None, base_net_lr=0.001, batch_size=4, checkpoint_folder='models/station5', dataset_type='voc', datasets=['/home/mic-710ai/jetson-inference/python/training/detection/ssd/data/station5'], debug_steps=10, extra_layers_lr=None, freeze_base_net=False, freeze_net=False, gamma=0.1, log_level='info', lr=0.01, mb2_width_mult=1.0, milestones='80,100', momentum=0.9, net='mb1-ssd', num_epochs=100, num_workers=2, pretrained_ssd='models/mobilenet-v1-ssd-mp-0_675.pth', resolution=300, resume=None, scheduler='cosine', t_max=100, use_cuda=True, validation_epochs=1, validation_mean_ap=False, weight_decay=0.0005) 2023-08-05 17:51:56 - model resolution 300x300 2023-08-05 17:51:56 - SSDSpec(feature_map_size=19, shrinkage=16, box_sizes=SSDBoxSizes(min=60, max=105), aspect_ratios=[2, 3]) 2023-08-05 17:51:56 - SSDSpec(feature_map_size=10, shrinkage=32, box_sizes=SSDBoxSizes(min=105, max=150), aspect_ratios=[2, 3]) 2023-08-05 17:51:56 - SSDSpec(feature_map_size=5, shrinkage=64, box_sizes=SSDBoxSizes(min=150, max=195), aspect_ratios=[2, 3]) 2023-08-05 17:51:56 - SSDSpec(feature_map_size=3, shrinkage=100, box_sizes=SSDBoxSizes(min=195, max=240), aspect_ratios=[2, 3]) 2023-08-05 17:51:56 - SSDSpec(feature_map_size=2, shrinkage=150, box_sizes=SSDBoxSizes(min=240, max=285), aspect_ratios=[2, 3]) 2023-08-05 17:51:56 - SSDSpec(feature_map_size=1, shrinkage=300, box_sizes=SSDBoxSizes(min=285, max=330), aspect_ratios=[2, 3]) 2023-08-05 17:51:56 - Prepare training datasets. 2023-08-05 17:51:59 - VOC Labels read from file: ('BACKGROUND', 'Red_cap', 'round_mounting_plate', 'user_manual', 'mounting_hardware_bag', 'ac_harness') 2023-08-05 17:51:59 - Stored labels into file models/station5/labels.txt. 2023-08-05 17:51:59 - Train dataset size: 2662 2023-08-05 17:51:59 - Prepare Validation datasets. 2023-08-05 17:52:00 - VOC Labels read from file: ('BACKGROUND', 'Red_cap', 'round_mounting_plate', 'user_manual', 'mounting_hardware_bag', 'ac_harness') 2023-08-05 17:52:00 - Validation dataset size: 295 2023-08-05 17:52:00 - Build network. 2023-08-05 17:52:01 - Init from pretrained SSD models/mobilenet-v1-ssd-mp-0_675.pth 2023-08-05 17:52:01 - Took 0.54 seconds to load the model. 2023-08-05 17:52:02 - Learning rate: 0.01, Base net learning rate: 0.001, Extra Layers learning rate: 0.01. 2023-08-05 17:52:02 - Uses CosineAnnealingLR scheduler. 2023-08-05 17:52:02 - Start training from epoch 0. Traceback (most recent call last): File "/home/mic-710ai/.local/lib/python3.6/site-packages/torch/utils/data/dataloader.py", line 779, in _try_get_data data = self._data_queue.get(timeout=timeout) File "/usr/lib/python3.6/multiprocessing/queues.py", line 104, in get if not self._poll(timeout): File "/usr/lib/python3.6/multiprocessing/connection.py", line 257, in poll return self._poll(timeout) File "/usr/lib/python3.6/multiprocessing/connection.py", line 414, in _poll r = wait([self], timeout) File "/usr/lib/python3.6/multiprocessing/connection.py", line 918, in wait return ready File "/usr/lib/python3.6/selectors.py", line 202, in exit self.close() File "/usr/lib/python3.6/selectors.py", line 269, in close self._fd_to_key.clear() File "/home/mic-710ai/.local/lib/python3.6/site-packages/torch/utils/data/_utils/signal_handling.py", line 66, in handler _error_if_any_worker_fails() RuntimeError: DataLoader worker (pid 12333) is killed by signal: Killed.

During handling of the above exception, another exception occurred:

Traceback (most recent call last): File "train_ssd.py", line 406, in train(train_loader, net, criterion, optimizer, device=DEVICE, debug_steps=args.debug_steps, epoch=epoch) File "train_ssd.py", line 139, in train for i, data in enumerate(loader): File "/home/mic-710ai/.local/lib/python3.6/site-packages/torch/utils/data/dataloader.py", line 363, in next data = self._next_data() File "/home/mic-710ai/.local/lib/python3.6/site-packages/torch/utils/data/dataloader.py", line 974, in _next_data idx, data = self._get_data() File "/home/mic-710ai/.local/lib/python3.6/site-packages/torch/utils/data/dataloader.py", line 941, in _get_data success, data = self._try_get_data() File "/home/mic-710ai/.local/lib/python3.6/site-packages/torch/utils/data/dataloader.py", line 792, in _try_get_data raise RuntimeError('DataLoader worker (pid(s) {}) exited unexpectedly'.format(pids_str)) RuntimeError: DataLoader worker (pid(s) 12333) exited unexpectedly

dusty-nv commented 1 year ago

RuntimeError: DataLoader worker (pid 12333) is killed by signal: Killed.

Hi @sai-ssauto anytime you get the error Killed, it probably means that your board ran out of memory and the process was killed by the kernel. See the suggestions here: https://github.com/dusty-nv/jetson-inference/blob/master/docs/pytorch-ssd.md#training-the-ssd-mobilenet-model