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CMakeLists.txt
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CMakeLists.txt
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# Copyright (C) 2021 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
cmake_minimum_required(VERSION 3.14)
project (openvino_tensorflow CXX)
# set directory where the custom finders live
set(CMAKE_MODULE_PATH ${CMAKE_MODULE_PATH} "${CMAKE_SOURCE_DIR}/cmake")
# set(CMAKE_CXX_COMPILER "clang++")
include(ExternalProject)
include(CMakeDependentOption)
include(cmake/sdl.cmake)
set(CMAKE_EXPORT_COMPILE_COMMANDS ON)
if ("${CMAKE_CXX_COMPILER_ID}" MATCHES "^(Apple)?Clang$")
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -std=c++11 -Wall -Wno-comment -Wno-sign-compare -Wno-backslash-newline-escape")
elseif(CMAKE_CXX_COMPILER_ID STREQUAL "GNU")
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -std=c++11 -Wall -Wno-comment -Wno-sign-compare")
endif()
# In order to compile ngraph-tf with memory leak detection, run `cmake` with `-DCMAKE_BUILD_TYPE=Sanitize`.
# N.B.: This *will* crash python unit tests because ngraph-tf will be loaded "too late" via `dlopen`,
# so only use this with C++ tests.
# (In theory using `LD_PRELOAD` should address the python issue, but it doesn't appear to work on OS X, at least.)
# If there are any memory leaks, then upon running the binary a report will be automatically generated.
SET(CMAKE_CXX_FLAGS_SANITIZE
"${CMAKE_CXX_FLAGS_DEBUG} -fsanitize=address -D_LIBCPP_HAS_NO_ASAN -fsanitize-address-use-after-scope"
CACHE STRING "Flags used by the C++ compiler during sanitized builds."
FORCE )
SET(CMAKE_C_FLAGS_SANITIZE
"${CMAKE_C_FLAGS_DEBUG} -fsanitize=address -D_LIBCPP_HAS_NO_ASAN -fsanitize-address-use-after-scope"
CACHE STRING "Flags used by the C compiler during sanitized builds."
FORCE )
SET(CMAKE_EXE_LINKER_FLAGS_SANITIZE
"${CMAKE_EXE_LINKER_FLAGS_DEBUG} -fsanitize=address -D_LIBCPP_HAS_NO_ASAN -fsanitize-address-use-after-scope"
CACHE STRING "Flags used for linking binaries during sanitized builds."
FORCE )
SET(CMAKE_SHARED_LINKER_FLAGS_SANITIZE
"${CMAKE_SHARED_LINKER_FLAGS_DEBUG} -fsanitize=address -D_LIBCPP_HAS_NO_ASAN -fsanitize-address-use-after-scope"
CACHE STRING "Flags used by the shared libraries linker during coverage builds."
FORCE )
MARK_AS_ADVANCED(
CMAKE_CXX_FLAGS_SANITIZE
CMAKE_C_FLAGS_SANITIZE
CMAKE_EXE_LINKER_FLAGS_SANITIZE
CMAKE_SHARED_LINKER_FLAGS_SANITIZE)
# These variables are undocumented but useful.
set(CMAKE_DISABLE_SOURCE_CHANGES ON)
set(CMAKE_DISABLE_IN_SOURCE_BUILD ON)
# Invoke a command to determine how many CPU cores we have, and set
# NUM_MAKE_PROCESSES accordingly so we know what number to pass to make -j.
if(APPLE)
set (PROCESSOR_COUNT_COMMAND sysctl -n hw.physicalcpu)
else()
set (PROCESSOR_COUNT_COMMAND nproc)
endif()
execute_process(
COMMAND ${PROCESSOR_COUNT_COMMAND}
RESULT_VARIABLE NPROC_RESULT
OUTPUT_VARIABLE NUM_MAKE_PROCESSES
OUTPUT_STRIP_TRAILING_WHITESPACE
)
if(NOT APPLE)
# FIXME: Doesn't work for Ubuntu
execute_process(COMMAND cat /etc/os-release
OUTPUT_VARIABLE LSB_RELEASE_ID_SHORT
OUTPUT_STRIP_TRAILING_WHITESPACE
)
string(REGEX MATCH "ID=\"([a-z])+\"" OS_VERSION "${LSB_RELEASE_ID_SHORT}")
string(REGEX MATCH "\"([a-z])+\"" OS_VERSION "${OS_VERSION}")
message("OS version is ${OS_VERSION}")
else()
# Handle the case for MacOS
# TBD
endif()
# Default to four jobs if the command fails.
if(NPROC_RESULT)
message (WARNING "Unable to detect number of processors. Building nGraph with make -j4.")
set(NUM_MAKE_PROCESSES 4)
endif()
# Need to setup the RPATH here - else it won't work.
# During installation, a Python pip package is created which when
# installed is located in the same level as the tensorflow directory
# site-packages/
# /ngraph
# libopenvino_tensorflow.so
# ...
# /tensorflow
# libtensorflow_framework.so.1
# python/
# _pywrap....so
# Therefore we are setting two entries in the RPATH:
# 1. $ORIGIN/.
# 2. $ORIGIN/../tensorflow/
#
set(CMAKE_BUILD_RPATH_USE_ORIGIN true)
if(APPLE)
set(CMAKE_MACOSX_RPATH 1)
set(CMAKE_INSTALL_RPATH "@loader_path/;@loader_path/../tensorflow;")
elseif(DEFINED OPENVINO_TF_RPATH)
set(CMAKE_INSTALL_RPATH "\$ORIGIN:\$ORIGIN/../tensorflow:${OPENVINO_TF_RPATH}")
else()
set(CMAKE_INSTALL_RPATH "\$ORIGIN:\$ORIGIN/../tensorflow")
endif()
# Find TensorFlow
find_package(TensorFlow REQUIRED)
if (CMAKE_CXX_COMPILER_ID STREQUAL "GNU")
set(OPENVINO_TF_CXX11_ABI "${TensorFlow_CXX_ABI}")
message( STATUS "nGraph-TensorFlow using CXX11 ABI: ${OPENVINO_TF_CXX11_ABI}" )
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -D_GLIBCXX_USE_CXX11_ABI=${OPENVINO_TF_CXX11_ABI}")
endif()
if(APPLE)
if(CMAKE_BUILD_TYPE STREQUAL "Debug")
set(LIBNGRAPH "libngraphd.dylib")
else()
set(LIBNGRAPH "libngraph.dylib")
endif()
else()
set(LIBNGRAPH "libngraph.so")
endif(APPLE)
# Build options
option(UNIT_TEST_ENABLE "Control the building of unit tests" FALSE)
option(UNIT_TEST_TF_CC_DIR "Location where TensorFlow CC library is located" FALSE)
option(USE_OPENVINO_FROM_LOCATION "Use OpenVINO located in OPENVINO_ARTIFACTS_DIR" FALSE)
option(OPENVINO_ARTIFACTS_DIR "Where would OpenVINO be installed after build" FALSE)
set(InferenceEngine_DIR ${OPENVINO_ARTIFACTS_DIR}/deployment_tools/inference_engine/share)
find_package(InferenceEngine REQUIRED)
set(ngraph_DIR ${OPENVINO_ARTIFACTS_DIR}/deployment_tools/ngraph/cmake)
find_package(ngraph QUIET)
include_directories(${InferenceEngine_INCLUDE_DIRS})
if (THREADING STREQUAL "TBB" OR THREADING STREQUAL "TBB_AUTO")
set(TBB_DIR ${OPENVINO_ARTIFACTS_DIR}/deployment_tools/inference_engine/external/tbb/cmake)
find_package(TBB COMPONENTS tbb tbbmalloc)
endif()
message(STATUS "UNIT_TEST_TF_CC_DIR: ${TF_PRE_BUILT_LOCATION}")
if(UNIT_TEST_TF_CC_DIR)
# Check if the path specified is ABSOLUTE or RELATVE
if (NOT IS_ABSOLUTE ${UNIT_TEST_TF_CC_DIR})
set(UNIT_TEST_TF_CC_DIR ${CMAKE_CURRENT_BINARY_DIR}/${UNIT_TEST_TF_CC_DIR})
endif()
# Create absolute path for the directory
get_filename_component(
TF_PRE_BUILT_LOCATION
"${UNIT_TEST_TF_CC_DIR}"
ABSOLUTE
)
if (NOT EXISTS ${TF_PRE_BUILT_LOCATION})
message(FATAL_ERROR
"TensorFlow pre-built directory doesn't exist: " ${TF_PRE_BUILT_LOCATION} )
endif()
endif()
message(STATUS "UNIT_TEST_ENABLE: ${UNIT_TEST_ENABLE}")
message(STATUS "OPENVINO_ARTIFACTS_DIR: ${OPENVINO_ARTIFACTS_DIR}")
message(STATUS "USE_PRE_BUILT_OPENVINO: ${USE_PRE_BUILT_OPENVINO}")
message(STATUS "OPENVINO_VERSION: ${OPENVINO_VERSION}")
if (${OPENVINO_VERSION} MATCHES "2021.4.1")
add_definitions(-DOPENVINO_2021_4_1=1)
elseif (${OPENVINO_VERSION} MATCHES "2021.4")
add_definitions(-DOPENVINO_2021_4=1)
elseif (${OPENVINO_VERSION} MATCHES "2021.3")
add_definitions(-DOPENVINO_2021_3=1)
elseif (${OPENVINO_VERSION} MATCHES "2021.2")
add_definitions(-DOPENVINO_2021_2=1)
else()
message(FATAL_ERROR "Unsupported OpenVINO version: ${OPENVINO_VERSION")
endif()
if(OS_VERSION STREQUAL "\"centos\"")
set(LIB "lib64")
else()
set(LIB "lib")
endif()
if(ngraph_FOUND)
set(NGRAPH_INSTALL_DIR ${OPENVINO_ARTIFACTS_DIR}/deployment_tools/ngraph/)
else()
set(NGRAPH_INSTALL_DIR ${OPENVINO_ARTIFACTS_DIR})
endif()
set(NGRAPH_IMPORTED_LOCATION ${NGRAPH_INSTALL_DIR}/${LIB}/${LIBNGRAPH})
add_library(ngraph_lib SHARED IMPORTED)
set_target_properties(
ngraph_lib
PROPERTIES IMPORTED_LOCATION
${NGRAPH_IMPORTED_LOCATION}
)
SET(BASEPATH "${CMAKE_SOURCE_DIR}")
INCLUDE_DIRECTORIES("${BASEPATH}")
# Add the directories to be built
add_subdirectory(third-party)
add_subdirectory(logging)
add_subdirectory(openvino_tensorflow)
add_subdirectory(tools)
add_subdirectory(ocm/OCM)
# The following targets depend on the Tensorflow source code directory
# Get the absolute file name for the source
get_filename_component(
TensorFlow_SRC_DIR
"${TF_SRC_DIR}"
ABSOLUTE
)
add_subdirectory(examples)
if (DEFINED TF_SRC_DIR)
message(STATUS "TensorFlow_SRC_DIR: ${TensorFlow_SRC_DIR}")
add_subdirectory(examples/classification_sample)
else()
message(
STATUS
"TensorFlow source directory not provided. "
"C++ Examples won't be built"
)
endif()
if (UNIT_TEST_ENABLE)
if (NOT DEFINED TF_SRC_DIR)
message(
STATUS
"TensorFlow source directory not provided. "
"C++ unit tests won't be built"
)
else()
if (NOT EXISTS ${TensorFlow_SRC_DIR})
message(
STATUS
"TensorFlow source directory doesn't exist"
)
endif()
# Check if the path specified is ABSOLUTE or RELATVE
if (NOT IS_ABSOLUTE ${TF_SRC_DIR})
set(TF_SRC_DIR ${CMAKE_CURRENT_BINARY_DIR}/${TF_SRC_DIR})
endif()
endif()
add_subdirectory(test)
message(STATUS "unit tests enabled")
endif()