Я недавно добавил функциональность CUDA в программу OpenCV C ++.Перед добавлением CUDA я смог скомпилировать код и импортировать его в Python 3.5 через оболочку.Теперь это вызывает ошибку:
ImportError: /path/pythonBindings.so: undefined symbol: _ZN2cv4cuda8subtractERKNS_11_InputArrayES3_RKNS_12_OutputArrayES3_iRNS0_6StreamE
Я могу что-то вроде читать "cuda subtract", функцию, которую я использую один раз в коде.Комментирование этого ничего не делает, хотя я предполагаю, что что-то о CUDA может отсутствовать в файле CMake, может быть ..?Код C ++ работает отлично.Это make-файл и цель:
CXX = g++
CXXFLAGS = -lm -g -Wall -std=c++11 -pthread
OPENCV_INCLUDES = $$(pkg-config opencv --cflags --libs)
TEST_LIBS = -lcppunit
CURRENT_DIR = $(shell pwd)
all:
$(CXX) $(CXXFLAGS) main.cpp -o main.out $(OPENCV_INCLUDES)
Это цель, которую я использую для привязок python:
python:
bash -c "rm -rf python-bindings/build"
bash -c "mkdir python-bindings/build"
cd python-bindings/build; bash -c "cmake .."
$(MAKE) -C "python-bindings/build"
bash -c "cp python-bindings/build/py*.so pythonBindings.so"
И это соответствующий CMakeLists.txt:
cmake_minimum_required(VERSION 2.8 FATAL_ERROR)
#----------------------------CMAKE & GLOBAL PROPERTIES-------------------------#
list(APPEND CMAKE_MODULE_PATH "${CMAKE_CURRENT_SOURCE_DIR}/cmake")
###============= C++11 support====================================
include(CheckCXXCompilerFlag)
CHECK_CXX_COMPILER_FLAG("-std=c++11" COMPILER_SUPPORTS_CXX11)
CHECK_CXX_COMPILER_FLAG("-std=c++0x" COMPILER_SUPPORTS_CXX0X)
if (COMPILER_SUPPORTS_CXX11)
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -O3 -g0 -s -std=c++11 -pthread")
elseif (COMPILER_SUPPORTS_CXX0X)
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -O3 -g0 -s -std=c++0x")
else ()
message(FATAL_ERROR "The compiler ${CMAKE_CXX_COMPILER} has no C++11 support. Please use a different C++ compiler.")
endif ()
#=================================================================
# PYTHON option
set(PYTHON_OPTIONS "2.X" "3.X")
set(PYTHON_DESIRED_VERSION "3.X" CACHE STRING "Choose which python version to use, options are: ${PYTHON_OPTIONS}.")
set_property(CACHE PYTHON_DESIRED_VERSION PROPERTY STRINGS ${PYTHON_OPTIONS})
#=============== Find Packages
find_package(OpenCV 3 COMPONENTS core highgui imgproc imgcodecs REQUIRED)
message("Open CV version is ${OpenCV_VERSION}")
include("DetectPython")
if (${PYTHON_DESIRED_VERSION} STREQUAL "2.X")
set(Python_ADDITIONAL_VERSIONS ${PYTHON2_VERSION_MAJOR}.${PYTHON2_VERSION_MINOR})
find_package(Boost COMPONENTS python-py${PYTHON2_VERSION_MAJOR}${PYTHON2_VERSION_MINOR} REQUIRED)
else ()
set(Python_ADDITIONAL_VERSIONS ${PYTHON3_VERSION_MAJOR}.${PYTHON3_VERSION_MINOR})
find_package(Boost COMPONENTS python-py${PYTHON3_VERSION_MAJOR}${PYTHON3_VERSION_MINOR} REQUIRED)
endif ()
#========pick python stuff========================================
if (${PYTHON_DESIRED_VERSION} STREQUAL "2.X")
SET(PYTHON_INCLUDE_DIRS ${PYTHON2_INCLUDE_DIR} ${PYTHON2_INCLUDE_DIR2} ${PYTHON2_NUMPY_INCLUDE_DIRS})
SET(PYTHON_LIBRARIES ${PYTHON2_LIBRARY})
SET(PYTHON_EXECUTABLE ${PYTHON2_EXECUTABLE})
SET(PYTHON_PACKAGES_PATH ${PYTHON2_PACKAGES_PATH})
SET(ARCHIVE_OUTPUT_NAME pyHologramProcessingLibrary_py2)
else ()
SET(PYTHON_INCLUDE_DIRS ${PYTHON3_INCLUDE_DIR} ${PYTHON3_INCLUDE_DIR2} ${PYTHON3_NUMPY_INCLUDE_DIRS})
SET(PYTHON_LIBRARIES ${PYTHON3_LIBRARY})
SET(PYTHON_EXECUTABLE ${PYTHON3_EXECUTABLE})
SET(PYTHON_PACKAGES_PATH ${PYTHON3_PACKAGES_PATH})
SET(ARCHIVE_OUTPUT_NAME pythonBindings_py3)
endif ()
file(GLOB project_sources ${CMAKE_CURRENT_SOURCE_DIR}/src/*.cpp)
add_library(${PROJECT_NAME} SHARED ${project_sources} ${CMAKE_CURRENT_SOURCE_DIR}/include/pyboostcvconverter/pyboostcvconverter.hpp)
target_include_directories(${PROJECT_NAME} PUBLIC
"${CMAKE_CURRENT_SOURCE_DIR}/include"
${Boost_INCLUDE_DIRS}
${OpenCV_INCLUDE_DIRS}
${PYTHON_INCLUDE_DIRS}
)
target_link_libraries(${PROJECT_NAME}
${Boost_LIBRARIES}
${OpenCV_LIBRARIES}
${PYTHON_LIBRARIES}
)
#--------------------------- INSTALLATION -----------------------------------------------------
#-get proper extension for python binary shared object on this platform
execute_process(COMMAND ${PYTHON_EXECUTABLE} -c "import distutils.sysconfig; print(distutils.sysconfig.get_config_var('SO'))"
RESULT_VARIABLE PYTHON_${PROJECT_NAME}_PY_PROCESS
OUTPUT_VARIABLE ${PROJECT_NAME}_PY_SUFFIX
OUTPUT_STRIP_TRAILING_WHITESPACE)
set_target_properties(${PROJECT_NAME} PROPERTIES
ARCHIVE_OUTPUT_NAME ${ARCHIVE_OUTPUT_NAME} # prevent name conflict for python2/3 outputs
PREFIX ""
OUTPUT_NAME pythonBindings
SUFFIX ${${PROJECT_NAME}_PY_SUFFIX})
if (MSVC AND NOT PYTHON_DEBUG_LIBRARIES)
set(PYTHON_INSTALL_CONFIGURATIONS CONFIGURATIONS Release)
else ()
set(PYTHON_INSTALL_CONFIGURATIONS "")
endif ()
if (WIN32)
set(PYTHON_INSTALL_ARCHIVE "")
else ()
set(PYTHON_INSTALL_ARCHIVE ARCHIVE DESTINATION ${PYTHON_PACKAGES_PATH} COMPONENT python)
endif ()
install(TARGETS ${PROJECT_NAME}
${PYTHON_INSTALL_CONFIGURATIONS}
RUNTIME DESTINATION ${PYTHON_PACKAGES_PATH} COMPONENT python
LIBRARY DESTINATION ${PYTHON_PACKAGES_PATH} COMPONENT python
${PYTHON_INSTALL_ARCHIVE}
)