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CMakeLists.txt
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project(deepdetect)
cmake_minimum_required(VERSION 3.10)
option(RELEASE "release mode" OFF)
option(WARNING "enable warning" ON)
option(USE_CAFFE "build caffe backend" OFF)
option(USE_CAFFE_DEBUG "enable caffe debug" OFF)
option(USE_CAFFE2 "build caffe2 backend" OFF)
option(USE_TF "use TF backend" OFF)
option(USE_NCNN "use NCNN backend" OFF)
option(USE_TORCH "use libtorch backend" ON)
option(USE_HDF5 "use HDF5" ON)
option(USE_TENSORRT "use TensorRT backend" OFF)
option(USE_TENSORRT_OSS "alias of USE_TENSORRT" OFF)
option(USE_XGBOOST "use XGBOOST backend" OFF)
option(USE_DLIB "use Dlib backend" OFF)
option(USE_CUDNN "enable CUDNN" ON)
option(USE_TSNE "enable TSNE" OFF)
option(USE_CUDA_CV "use CUDA with OpenCV (Requires OpenCV build for CUDA)" OFF)
option(USE_SIMSEARCH "build index and search services" OFF)
option(USE_ANNOY "use annoy as indexer" OFF)
option(USE_FAISS "use FAISS as indexer" ON)
option(BUILD_SPDLOG "build SPDLOG instead of using system library" ON)
option(BUILD_PROTOBUF "build PROTOBUF instead of using system library" ON)
option(USE_BOOST_BACKTRACE "use boost backtrace" ON)
option(USE_OPENMP "use OpenMP" ON)
if (USE_CAFFE)
add_definitions(-DUSE_CAFFE)
endif()
if (USE_TENSORRT_OSS)
set(USE_TENSORRT ON)
endif()
if (USE_TF AND USE_CAFFE2)
message(FATAL_ERROR "Building with tensorflow AND caffe2 can't be build together")
endif()
if (USE_TORCH AND USE_CAFFE2)
message(FATAL_ERROR "Building with torch AND caffe2 can't be build together")
endif()
if (USE_TF AND USE_TORCH)
message(FATAL_ERROR "Building with tensorflow AND torch can't be build together")
endif()
set(CMAKE_MODULE_PATH ${PROJECT_SOURCE_DIR}/cmake)
list(APPEND CMAKE_MODULE_PATH ${PROJECT_SOURCE_DIR}/cmake)
include(ProcessorCount)
ProcessorCount(N)
include(ExternalProject)
# options
OPTION(BUILD_TESTS "Should the tests be built")
OPTION(BUILD_TOOLS "Should the tools be built")
OPTION(USE_COMMAND_LINE "build command line JSON API" ON)
OPTION(USE_JSON_API "build internal JSON API" ON)
OPTION(USE_HTTP_SERVER "build cppnet-lib version of http JSON API " OFF)
OPTION(USE_HTTP_SERVER_OATPP "build oatpp version of http JSON API" ON)
OPTION(USE_OATPP_SWAGGER "Enable Swagger documentation endpoint" ON)
# user set variables
set(USE_OPENCV_VERSION CACHE STRING "OpenCV Version used by DeepDetect")
# Get the current working branch
execute_process(
COMMAND git rev-parse --abbrev-ref HEAD
WORKING_DIRECTORY ${CMAKE_SOURCE_DIR}
OUTPUT_VARIABLE GIT_BRANCH
OUTPUT_STRIP_TRAILING_WHITESPACE
)
# Get the current version
execute_process(
COMMAND git describe --tags --broken
WORKING_DIRECTORY ${CMAKE_SOURCE_DIR}
OUTPUT_VARIABLE GIT_VERSION
OUTPUT_STRIP_TRAILING_WHITESPACE
)
# Get the latest abbreviated commit hash of the working branch
execute_process(
COMMAND git log -1 --format=%H
WORKING_DIRECTORY ${CMAKE_SOURCE_DIR}
OUTPUT_VARIABLE GIT_COMMIT_HASH
OUTPUT_STRIP_TRAILING_WHITESPACE
)
if (NOT EXISTS ${CMAKE_BINARY_DIR}/src)
execute_process(
COMMAND bash -c "mkdir ${CMAKE_BINARY_DIR}/src")
endif()
if (USE_OPENMP)
if (APPLE)
set(FOPENMP "-Xclang -fopenmp")
find_library(OPENMP_LIBRARIES REQUIRED
NAMES omp libomp
HINTS /opt/homebrew/Cellar/libomp/*/lib/)
message(STATUS "OpenMP location: ${OPENMP_LIBRARIES}")
find_path(OPENMP_INCLUDE_DIRS REQUIRED
NAMES omp.h
HINTS /opt/homebrew/Cellar/libomp/*/include/)
message(STATUS "OpenMP header ${OPENMP_INCLUDE_DIRS}")
include_directories(SYSTEM ${OPENMP_INCLUDE_DIRS})
else()
set(FOPENMP "-fopenmp")
endif()
else()
set(FOPENMP "")
endif()
if (APPLE)
set(CMAKE_CXX_FLAGS "-g -O2 -Wall -Wextra ${FOPENMP} -fPIC -std=c++17")
message(STATUS "Apple build: CUDA is disabled")
set(USE_CUDNN OFF)
set(USE_CUDA_CV OFF)
else()
set(CMAKE_CXX_FLAGS "-g -O2 -Wall -Wextra ${FOPENMP} -fPIC -std=c++17 -Wl,--no-as-needed -ltcmalloc_minimal")
endif()
set(CMAKE_CXX_STANDARD 17)
add_definitions("-DUSE_OPENCV" "-DUSE_LMDB")
if(WARNING)
string(APPEND CMAKE_CXX_FLAGS " -Werror")
endif()
if(RELEASE)
set(BUILD_TYPE release)
else()
set(BUILD_TYPE dev)
endif()
if (USE_COMMAND_LINE)
if (NOT USE_CAFFE)
set(USE_JSON_API ON)
endif()
string(APPEND CMAKE_CXX_FLAGS " -DUSE_COMMAND_LINE")
endif()
if (USE_HTTP_SERVER)
set(USE_JSON_API ON)
string(APPEND CMAKE_CXX_FLAGS " -DUSE_HTTP_SERVER")
endif()
if (USE_HTTP_SERVER_OATPP)
set(USE_JSON_API ON)
string(APPEND CMAKE_CXX_FLAGS " -DUSE_HTTP_SERVER_OATPP")
endif()
if (USE_JSON_API)
string(APPEND CMAKE_CXX_FLAGS " -DUSE_JSON_API")
endif()
# VARIANT
if (APPLE)
# Variant is not on brew
set(VARIANT_VERSION v1.2.0)
message(STATUS "Download Variant library ${VARIANT_VERSION}")
ExternalProject_Add(
variant
PREFIX variant
UPDATE_DISCONNECTED 1
URL https://github.com/mapbox/variant/archive/refs/tags/${VARIANT_VERSION}.tar.gz
URL_HASH SHA256=7059f4420d504c4bc96f8a462a0f6d029c5be914ba55cc030a0a773366dd7bc8
CONFIGURE_COMMAND ""
BUILD_COMMAND ""
INSTALL_COMMAND ""
)
set(VARIANT_INCLUDE_DIRS "${CMAKE_BINARY_DIR}/variant/src/variant/include/")
endif()
# PROTOBUF
# use protobuf same version as pytorch one
if (BUILD_PROTOBUF)
set(PROTOBUF_VERSION 3.11.4)
ExternalProject_Add(
protobuf
PREFIX protobuf
UPDATE_DISCONNECTED 1
URL https://github.com/protocolbuffers/protobuf/releases/download/v${PROTOBUF_VERSION}/protobuf-cpp-${PROTOBUF_VERSION}.tar.gz
URL_HASH SHA256=ba4bbc3e6b58d2ccfe406e616576ef48710a2aae205f463618025fc691549cfe
SOURCE_SUBDIR cmake
CMAKE_ARGS
-DCMAKE_BUILD_TYPE=$CMAKE_BUILD_TYPE
-DCMAKE_POSITION_INDEPENDENT_CODE:BOOL=ON
-DBUILD_SHARED_LIBS:BOOL=ON
-Dprotobuf_BUILD_TESTS:BOOL=OFF
-Dprotobuf_BUILD_EXAMPLES:BOOL=OFF
INSTALL_COMMAND ""
)
set(PROTOBUF_INCLUDE_DIR ${CMAKE_BINARY_DIR}/protobuf/src/protobuf/src)
set(PROTOBUF_LIB_DIR ${CMAKE_BINARY_DIR}/protobuf/src/protobuf-build/)
set(PROTOBUF_PROTOC ${PROTOBUF_LIB_DIR}/protoc)
if (APPLE)
set(PROTOBUF_LIB_DEPS ${PROTOBUF_LIB_DIR}/libprotobuf.dylib ${PROTOBUF_LIB_DIR}/libprotoc.dylib ${PROTOBUF_LIB_DIR}/libprotobuf-lite.dylib)
else()
set(PROTOBUF_LIB_DEPS ${PROTOBUF_LIB_DIR}/libprotobuf.so ${PROTOBUF_LIB_DIR}/libprotoc.so ${PROTOBUF_LIB_DIR}/libprotobuf-lite.so)
endif()
link_directories(${PROTOBUF_LIB_DIR})
include_directories(SYSTEM ${PROTOBUF_INCLUDE_DIR})
else()
if (USE_CAFFE OR USE_TORCH)
find_package(Protobuf REQUIRED 3.11.4)
else()
find_package(Protobuf REQUIRED)
endif()
set(PROTOBUF_PROTOC ${Protobuf_PROTOC_EXECUTABLE})
set(PROTOBUF_INCLUDE_DIR ${Protobuf_INCLUDE_DIRS})
set(PROTOBUF_LIB_DEPS protobuf::libprotobuf)
add_custom_target(protobuf)
# absl for protobuf 22+
if (${Protobuf_VERSION} VERSION_GREATER_EQUAL 4.22.0)
message(STATUS "Add Abseil dependency required by Protobuf V${Protobuf_VERSION}")
if(NOT TARGET absl::strings)
find_package(absl CONFIG)
endif()
set_target_properties(protobuf::libprotobuf PROPERTIES
INTERFACE_LINK_LIBRARIES "absl::absl_check;absl::absl_log;absl::algorithm;absl::base;absl::bind_front;absl::bits;absl::btree;absl::cleanup;absl::cord;absl::core_headers;absl::debugging;absl::die_if_null;absl::dynamic_annotations;absl::flags;absl::flat_hash_map;absl::flat_hash_set;absl::function_ref;absl::hash;absl::layout;absl::log_initialize;absl::log_severity;absl::memory;absl::node_hash_map;absl::node_hash_set;absl::optional;absl::span;absl::status;absl::statusor;absl::strings;absl::synchronization;absl::time;absl::type_traits;absl::utility;absl::variant"
)
endif()
endif()
file(
DOWNLOAD https://raw.githubusercontent.com/jolibrain/caffe/master/src/caffe/proto/caffe.proto ${CMAKE_BINARY_DIR}/caffe.proto
EXPECTED_HASH SHA256=e82a1d51635be93e964c6debcb4cd76514fada46348fa7b30355c14850767360
)
add_custom_command(
OUTPUT ${CMAKE_BINARY_DIR}/src/caffe.pb.h ${CMAKE_BINARY_DIR}/src/caffe.pb.cc
COMMAND LD_LIBRARY_PATH=${PROTOBUF_LIB_DIR} ${PROTOBUF_PROTOC} --proto_path=${CMAKE_BINARY_DIR} --cpp_out=${CMAKE_BINARY_DIR}/src ${CMAKE_BINARY_DIR}/caffe.proto
MAIN_DEPENDENCY ${CMAKE_BINARY_DIR}/caffe.proto
COMMENT Generating caffe.pb.h and caffe.pb.cc
WORKING_DIRECTORY ${CMAKE_BINARY_DIR}
DEPENDS protobuf
)
add_custom_target(
caffe_pb_h
DEPENDS ${CMAKE_BINARY_DIR}/src/caffe.pb.h ${CMAKE_BINARY_DIR}/src/caffe.pb.cc
)
# dependency on Eigen for confusion matrix fast computation
if (USE_TF)
set(TENSORFLOW_CC_DIR ${CMAKE_BINARY_DIR}/tensorflow_cc/src/tensorflow_cc-build/)
set(EIGEN3_INCLUDE_DIR ${TENSORFLOW_CC_DIR}/tensorflow/tensorflow/contrib/makefile/downloads/eigen/)
elseif (USE_CAFFE2)
set(PYTORCH_PATH ${CMAKE_BINARY_DIR}/pytorch/src/pytorch)
set(DETECTRON_PATH ${CMAKE_BINARY_DIR}/detectron/src/detectron)
set(EIGEN3_INCLUDE_DIR ${PYTORCH_PATH}/third_party/eigen)
else()
find_package(PkgConfig)
pkg_search_module(Eigen3 REQUIRED eigen3)
set(EIGEN3_INCLUDE_DIR "/usr/include/eigen3")
endif()
set(eigen_archive_hash "50812b426b7c")
include_directories("${EIGEN3_INCLUDE_DIR}")
# spdlog, usefull for ubuntu20.04/rhel/centos that ship a bugged version (missing header, don't compile with nvcc, ...)
if (BUILD_SPDLOG)
ExternalProject_Add(
spdlog
UPDATE_DISCONNECTED 1
PREFIX spdlog
URL https://github.com/gabime/spdlog/archive/v1.8.2.tar.gz
URL_HASH SHA256=e20e6bd8f57e866eaf25a5417f0a38a116e537f1a77ac7b5409ca2b180cec0d5
BUILD_IN_SOURCE true
CMAKE_ARGS -DCMAKE_INSTALL_PREFIX=${CMAKE_BINARY_DIR}/spdlog/build -DCMAKE_POSITION_INDEPENDENT_CODE=ON
)
set(SPDLOG_LIB_DEPS ${CMAKE_BINARY_DIR}/spdlog/build/lib/libspdlog.a)
set(SPDLOG_LIB_DIR ${CMAKE_BINARY_DIR}/spdlog/build/lib)
set(SPDLOG_CAFFE_LIB_DEPS :libspdlog.a)
set(SPDLOG_INCLUDE_DIR ${CMAKE_BINARY_DIR}/spdlog/build/include)
include_directories(SYSTEM ${SPDLOG_INCLUDE_DIR})
else()
find_package(spdlog 1.8.2 CONFIG REQUIRED)
set(SPDLOG_LIB_DEPS spdlog::spdlog)
endif()
# hdf5
if (USE_HDF5)
if (RPI3)
set(HDF5_LIB /usr/lib/arm-linux-gnueabihf/hdf5/serial)
else()
set(HDF5_LIB /usr/lib/x86_64-linux-gnu/hdf5/serial)
endif()
set (HDF5_INCLUDE /usr/include/hdf5/serial)
include_directories(${HDF5_INCLUDE})
endif()
# dependency on Boost
if (USE_BOOST_BACKTRACE)
add_definitions(-DUSE_BOOST_BACKTRACE)
find_package(Boost 1.54 REQUIRED COMPONENTS filesystem thread system iostreams stacktrace_backtrace)
string(APPEND CMAKE_CXX_FLAGS " -DBOOST_STACKTRACE_USE_BACKTRACE -DBOOST_STACKTRACE_LINK")
else()
find_package(Boost 1.54 REQUIRED COMPONENTS filesystem thread system iostreams)
endif()
# CUDA OR CPU options
option(USE_XGBOOST_CPU_ONLY "use XGBOOST without CUDA" ON)
option(USE_TF_CPU_ONLY "use TF without CUDA" OFF)
option(USE_TORCH_CPU_ONLY "use TORCH without CUDA" OFF)
option(USE_CAFFE_CPU_ONLY "use CAFFE without CUDA" OFF)
option(USE_DLIB_CPU_ONLY "use DLIB without CUDA" OFF)
option(USE_CAFFE2_CPU_ONLY "use CAFFE2 without CUDA" OFF)
option(USE_FAISS_CPU_ONLY "use FAISS without CUDA" OFF)
# Dlib AVX option
option(USE_DLIB_AVX "build dlib with AVX enabled" OFF)
# Deprecated flag
if (USE_XGBOOST_GPU)
set(USE_XGBOOST_CPU_ONLY OFF)
endif()
if (USE_CPU_ONLY)
set(USE_XGBOOST_CPU_ONLY ON)
set(USE_CAFFE_CPU_ONLY ON)
set(USE_DLIB_CPU_ONLY ON)
set(USE_TF_CPU_ONLY ON)
set(USE_CAFFE2_CPU_ONLY ON)
set(USE_TORCH_CPU_ONLY ON)
set(USE_FAISS_CPU_ONLY ON)
set(USE_CUDNN OFF)
else()
cmake_minimum_required(VERSION 3.14)
include(cmake/Cuda.cmake) # cuda + cudnn
endif()
# CUDA validation
if (NOT APPLE AND NOT CUDA_FOUND)
if (USE_TENSORRT)
message(FATAL, "USE_TENSORRT=ON needs CUDA installed")
endif()
if (USE_TF AND NOT USE_TF_CPU_ONLY)
message(FATAL, "USE_TF=ON needs CUDA installed")
endif()
if (USE_CAFFE AND NOT USE_CAFFE_CPU_ONLY)
message(FATAL, "USE_CAFFE=ON needs CUDA installed")
endif()
if (USE_DLIB AND NOT USE_DLIB_CPU_ONLY)
message(FATAL, "USE_DLIB=ON needs CUDA installed")
if (USE_CUDNN)
message(FATAL "Dlib GPU enabled without cuDNN, please set -DUSE_CUDNN=ON")
endif()
endif()
if (USE_TORCH AND NOT USE_TORCH_CPU_ONLY)
message(FATAL, "USE_TORCH=ON needs CUDA installed")
endif()
if (USE_CAFFE2 AND NOT USE_CAFFE2_CPU_ONLY)
message(FATAL, "USE_CAFFE2=ON needs CUDA installed")
endif()
if (USE_FAISS AND NOT USE_FAISS_CPU_ONLY)
message(FATAL, "USE_FAISS=ON needs CUDA installed")
endif()
endif()
# annoy
if (USE_CAFFE OR USE_TORCH)
if (USE_SIMSEARCH)
if (USE_FAISS AND USE_ANNOY)
message (STATUS "ANNOY selected, using ANNOY as simsearch backend")
set(USE_FAISS OFF)
endif()
if (NOT USE_FAISS AND NOT USE_ANNOY)
message (STATUS "FAISS deselected , using ANNOY as simssearch backend")
set(USE_ANNOY ON)
endif()
IF (USE_ANNOY)
message(STATUS "Fetching Annoy")
add_definitions(-DUSE_SIMSEARCH)
add_definitions(-DUSE_ANNOY)
ExternalProject_Add(
annoy
PREFIX annoy
GIT_REPOSITORY https://github.com/spotify/annoy.git
CONFIGURE_COMMAND python setup.py build
BUILD_COMMAND ""
INSTALL_COMMAND ""
BUILD_IN_SOURCE 1
)
set(ANNOY_INCLUDE_DIR ${CMAKE_BINARY_DIR}/annoy/src/annoy/src/)
include_directories(SYSTEM "${ANNOY_INCLUDE_DIR}")
endif()
if(USE_FAISS)
if (USE_FAISS_CPU_ONLY)
set(CONFIGURE_OPTS "-DFAISS_ENABLE_GPU=OFF" "-DBUILD_TESTING=OFF" "-DFAISS_ENABLE_PYTHON=OFF")
else()
set(CONFIGURE_OPTS "-DCMAKE_CUDA_COMPILER=/usr/local/cuda/bin/nvcc" "-DBUILD_TESTING=OFF" "-DFAISS_ENABLE_PYTHON=OFF")
endif()
message(STATUS "Fetching FAISS")
add_definitions(-DUSE_FAISS)
add_definitions(-DUSE_SIMSEARCH)
ExternalProject_Add(
faisslib
PREFIX faiss
SOURCE_DIR ${CMAKE_BINARY_DIR}/faiss/src/faiss
GIT_REPOSITORY https://github.com/facebookresearch/faiss
GIT_TAG main
UPDATE_DISCONNECTED 1
CONFIGURE_COMMAND cmake ${CONFIGURE_OPTS} -B build .
BUILD_COMMAND make -C build -j${N}
INSTALL_COMMAND ""
BUILD_IN_SOURCE 1
)
set(FAISS_INCLUDE_DIR ${CMAKE_BINARY_DIR}/faiss/src/faiss)
include_directories("${FAISS_INCLUDE_DIR}")
set(FAISS_LIB_DIR ${CMAKE_BINARY_DIR}/faiss/src/faiss/build/faiss)
set(FAISS_LIB_DEPS openblas faiss)
endif()
endif()
else()
set(USE_SIMSEARCH OFF)
endif()
if (USE_CUDNN)
find_package(CUDNN REQUIRED)
endif()
# CUDA dependencies
if (CUDA_FOUND)
set(CUDA_LIB_DEPS ${CUDA_LIBRARIES} ${CUDA_CUBLAS_LIBRARIES} ${CUDA_curand_LIBRARY} ${CUDA_CUDART_LIBRARY} ${CUDA_cusolver_LIBRARY})
if (USE_CUDNN)
set(CUDA_LIB_DEPS ${CUDA_LIB_DEPS} ${CUDNN_LIBRARY})
endif()
if ("${CUDA_ARCH}" STREQUAL "")
message(STATUS "CUDA_ARCH not set, using detected set ${NVCC_ARCH_EXTRA}")
# Convert arch to correct format
foreach(arch ${NVCC_ARCH_EXTRA})
string(REGEX REPLACE "(.*)(.)" "\\1.\\2" arch_with_dots "${arch}")
string(APPEND CUDA_ARCH "${arch_with_dots};")
endforeach()
# remove last semi-colon if any
string(REGEX REPLACE ".$" "" CUDA_ARCH "${CUDA_ARCH}")
endif()
message(STATUS "CUDA_ARCH=${CUDA_ARCH}")
else()
set(CUDA_LIB_DEPS "")
if (NOT APPLE)
# XXX: On Apple platforms MPS can be used, so we'd need a different condition
add_definitions(-DCPU_ONLY)
endif()
endif()
if (USE_DLIB)
# Dlib
# Currently supported release version of dlib
set(DLIB_RELEASE_VERSION v19.24)
message(STATUS "Using Dlib version ${DLIB_RELEASE_VERSION}")
add_definitions(-DUSE_DLIB)
set(DLIB_LIB_DEPS -ldlib -lopenblas)
if (USE_DLIB_CPU_ONLY)
ExternalProject_Add(
dlib
PREFIX dlib
URL https://github.com/davisking/dlib/archive/${DLIB_RELEASE_VERSION}.tar.gz
CONFIGURE_COMMAND cd dlib && mkdir -p build && cd build && cmake .. -DUSE_AVX_INSTRUCTIONS=${USE_DLIB_AVX} -DDLIB_NO_GUI_SUPPORT=ON -DDLIB_USE_CUDA=OFF -DCMAKE_INSTALL_PREFIX=${CMAKE_BINARY_DIR}/dlib/build && cmake --build . --config Release --target install
BUILD_COMMAND ""
INSTALL_COMMAND ""
BUILD_IN_SOURCE 1
)
else()
if (NOT USE_CUDNN)
message(FATAL_ERROR "Dlib with CUDA must also enable cuDNN. Use -DUSE_CUDNN=ON")
endif()
ExternalProject_Add(
dlib
PREFIX dlib
URL https://github.com/davisking/dlib/archive/${DLIB_RELEASE_VERSION}.tar.gz
CONFIGURE_COMMAND cd dlib && mkdir -p build && cd build && cmake .. -DUSE_AVX_INSTRUCTIONS=${USE_DLIB_AVX} -DDLIB_NO_GUI_SUPPORT=ON -DDLIB_USE_CUDA=ON -DCMAKE_INSTALL_PREFIX=${CMAKE_BINARY_DIR}/dlib/build && cmake --build . --config Release --target install
BUILD_COMMAND ""
INSTALL_COMMAND ""
BUILD_IN_SOURCE 1
)
endif()
set(DLIB_INC_DIR ${CMAKE_BINARY_DIR}/dlib/build/include)
set(DLIB_LIB_DIR ${CMAKE_BINARY_DIR}/dlib/build/lib)
include_directories("${DLIB_INC_DIR}")
message(STATUS "Dlib will be built")
endif()
set(CAFFE_DD_USER jolibrain)
set(CAFFE_DD_BRANCH master)
if (USE_CAFFE2)
message(DEPRECATION "CAFFE2 backend is deprecated and will be removed in the future")
add_definitions(-DUSE_CAFFE2)
list(APPEND CAFFE2_LIB_DEPS -lcaffe2)
if (NOT USE_CAFFE2_CPU_ONLY)
list(APPEND CAFFE2_LIB_DEPS -lcaffe2_gpu)
endif()
include_directories(
${PYTORCH_PATH}
${PYTORCH_PATH}-build
${PYTORCH_PATH}/aten/src
)
set(CAFFE2_PATCHES ${CMAKE_BINARY_DIR}/patches/caffe2)
set(PYTORCH_SUPPORTED_COMMIT ff608a9) # Pre-release v1.0rc1
set(PYTORCH_PATCHES
${CAFFE2_PATCHES}/pytorch/0001-eigen.patch
${CAFFE2_PATCHES}/pytorch/0002-logging.patch
${CAFFE2_PATCHES}/pytorch/0003-collect_proposals.patch
)
set(DETECTRON_SUPPORTED_COMMIT 8181a32) # Nov 7, 2018
set(DETECTRON_PATCHES
${CAFFE2_PATCHES}/detectron/0001-dependencies.patch
${CAFFE2_PATCHES}/detectron/0002-compiled.patch
${CAFFE2_PATCHES}/detectron/0003-ops.patch
${CAFFE2_PATCHES}/detectron/0004-import.patch
${CAFFE2_PATCHES}/detectron/0005-visual_genome.patch
${CAFFE2_PATCHES}/detectron/0006-pkl_cache.patch
${CAFFE2_PATCHES}/detectron/0007-weight_transfer.patch
)
list(APPEND CAFFE2_OPS
${CAFFE2_PATCHES}/custom_ops/bbox_to_roi_op.h
${CAFFE2_PATCHES}/custom_ops/bbox_to_roi_op.cc
${CAFFE2_PATCHES}/custom_ops/segment_mask_op.h
${CAFFE2_PATCHES}/custom_ops/segment_mask_op.cc
${CAFFE2_PATCHES}/custom_ops/multi_level_roi_op.h
${CAFFE2_PATCHES}/custom_ops/multi_level_roi_op.cc
)
list(APPEND PYTORCH_FLAGS
-DBUILD_CUSTOM_PROTOBUF=OFF
-DCAFFE2_LINK_LOCAL_PROTOBUF=0
-DUSE_OPENMP=ON
-DUSE_MPI=OFF
-DUSE_GFLAGS=OFF
-DUSE_GLOG=OFF
-DBUILD_TEST=OFF
-DBUILD_BINARY=OFF
-DBUILD_DOCS=OFF
)
# Only a few submodules are currently used by caffe2
# (No need to log, benchmark, compile for IOS, make python libraries, ...)
list(APPEND PYTORCH_SUBMODULES
third_party/cpuinfo
third_party/cub
third_party/eigen
third_party/FP16
third_party/FXdiv
third_party/gloo
third_party/NNPACK
third_party/onnx
third_party/psimd
third_party/pthreadpool
third_party/pybind11
third_party/python-peachpy
third_party/sleef
)
# Pytorch
set(PYTORCH_COMPLETE ${CMAKE_BINARY_DIR}/CMakeFiles/pytorch-complete)
ExternalProject_Add(
pytorch
PREFIX pytorch
GIT_REPOSITORY https://github.com/pytorch/pytorch.git
GIT_SUBMODULES ${PYTORCH_SUBMODULES}
UPDATE_DISCONNECTED 1
GIT_TAG ${PYTORCH_SUPPORTED_COMMIT}
PATCH_COMMAND test -f ${PYTORCH_COMPLETE} && echo Skipping || echo cp modules/detectron/*_op.* caffe2/operators | bash && cp ${CAFFE2_OPS} caffe2/operators && git am ${PYTORCH_PATCHES}
CONFIGURE_COMMAND test -f ${PYTORCH_COMPLETE} && echo Skipping || PATH=${PROTOBUF_LIB_DIR}:$ENV{PATH} cmake ../pytorch ${PYTORCH_FLAGS}
BUILD_COMMAND test -f ${PYTORCH_COMPLETE} && echo Skipping || make -j${N}
INSTALL_COMMAND ""
DEPENDS protobuf
)
# Detectron
set(DETECTRON_COMPLETE ${CMAKE_BINARY_DIR}/CMakeFiles/detectron-complete)
ExternalProject_Add(
detectron
PREFIX detectron
GIT_REPOSITORY https://github.com/facebookresearch/Detectron
UPDATE_DISCONNECTED 1
GIT_TAG ${DETECTRON_SUPPORTED_COMMIT}
PATCH_COMMAND test -f ${DETECTRON_COMPLETE} && echo Skipping || git am ${DETECTRON_PATCHES}
CONFIGURE_COMMAND ""
BUILD_COMMAND ""
INSTALL_COMMAND ""
DEPENDS protobuf
)
# Python path
if (NOT EXISTS ${CMAKE_BINARY_DIR}/python_path)
execute_process(COMMAND mkdir -p ${CMAKE_BINARY_DIR}/python_path)
execute_process(COMMAND ln -s ${PYTORCH_PATH}-build
${CMAKE_BINARY_DIR}/python_path/pytorch)
execute_process(COMMAND ln -s ${DETECTRON_PATH}
${CMAKE_BINARY_DIR}/python_path/detectron)
endif()
endif()
if (USE_TF)
# Tensorflow
message(STATUS "Fetching Tensorflow")
add_definitions(-DUSE_TF)
set(TF_LIB_DEPS -ltensorflow_cc)
if (USE_TF_CPU_ONLY)
add_definitions(-DUSE_TF_CPU_ONLY)
ExternalProject_Add(
tensorflow_cc
PREFIX tensorflow_cc
GIT_REPOSITORY https://github.com/FloopCZ/tensorflow_cc.git
GIT_TAG v1.15.0
SOURCE_SUBDIR tensorflow_cc
CMAKE_ARGS -DTENSORFLOW_STATIC=OFF -DTENSORFLOW_SHARED=ON -DALLOW_CUDA=OFF
INSTALL_COMMAND ""
BUILD_IN_SOURCE 1
)
else()
ExternalProject_Add(
tensorflow_cc
PREFIX tensorflow_cc
GIT_REPOSITORY https://github.com/FloopCZ/tensorflow_cc.git
GIT_TAG v1.15.0
SOURCE_SUBDIR tensorflow_cc
CMAKE_ARGS -DTENSORFLOW_STATIC=OFF -DTENSORFLOW_SHARED=ON
INSTALL_COMMAND ""
BUILD_IN_SOURCE 1
)
endif()
set(TF_INC_DIR ${TENSORFLOW_CC_DIR}/tensorflow/ ${TENSORFLOW_CC_DIR}/tensorflow/bazel-genfiles/ ${TENSORFLOW_CC_DIR}/tensorflow/tensorflow/contrib/makefile/downloads/nsync/public/ ${TENSORFLOW_CC_DIR}/tensorflow/tensorflow/contrib/makefile/downloads/absl/)
set(TF_LIB_DIR ${TENSORFLOW_CC_DIR}/tensorflow/bazel-bin/tensorflow/)
include_directories("${TF_INC_DIR}")
endif() # USE_TF
# OpenCV
set(OPENCV_MODULES core imgproc highgui imgcodecs videoio)
if (USE_CUDA_CV)
list(APPEND OPENCV_MODULES cudaimgproc cudaarithm cudawarping cudacodec)
endif()
if (USE_OPENCV_VERSION STREQUAL "")
find_package(OpenCV 3 QUIET COMPONENTS ${OPENCV_MODULES})
if (NOT OpenCV_FOUND)
find_package(OpenCV 4 QUIET COMPONENTS ${OPENCV_MODULES})
endif()
if (NOT OpenCV_FOUND)
find_package(OpenCV 2 REQUIRED COMPONENTS ${OPENCV_MODULES})
endif()
else()
find_package(OpenCV ${USE_OPENCV_VERSION} REQUIRED COMPONENTS ${OPENCV_MODULES})
endif()
set(OPENCV_VERSION ${OpenCV_VERSION_MAJOR})
include_directories(${OpenCV_INCLUDE_DIRS})
message(STATUS "OpenCV ${OPENCV_VERSION} (${OpenCV_VERSION}) found (${OpenCV_CONFIG_PATH})")
if (USE_CUDA_CV)
message(STATUS "Using CUDA OpenCV")
add_definitions(-DUSE_CUDA_CV)
endif()
# customized Caffe as external project
if (CAFFE_INC_DIR AND CAFFE_LIB_DIR)
# do nothing
elseif(USE_CAFFE)
message(STATUS "Configuring customized caffe")
if (USE_DD_SYSLOG)
set(USE_SYSLOG 1)
else()
set(USE_SYSLOG 0)
endif()
# Set config file
if (USE_CAFFE_CPU_ONLY)
add_definitions(-DUSE_CAFFE_CPU_ONLY)
set(CAFFE_DD_CONFIG_FILE Makefile.config.cpu)
else()
if (HAVE_CUDNN AND USE_CUDNN)
if(JETSON)
set(CAFFE_DD_CONFIG_FILE Makefile.config.gpu.cudnn.jetson)
else()
set(CAFFE_DD_CONFIG_FILE Makefile.config.gpu.cudnn)
endif()
else() # HAVE_CUDNN
set(CAFFE_DD_CONFIG_FILE Makefile.config.gpu)
endif() # HAVE_CUDNN
endif()
if (RPI3)
set(CAFFE_DD_CONFIG_FILE Makefile.config.pi3)
endif()
# Set caffe DEBUG mode
if (USE_CAFFE_DEBUG)
set(CAFFE_DEBUG 1)
else()
set(CAFFE_DEBUG 0)
endif()
message(STATUS "include_dirs : ${INCLUDE_DIRS}")
set(CAFFE_DD_TARBALL_HASH "6d340fff2213c37886e058d188c9b54458a0747422d54bc294db4e5029a68aa0")
ExternalProject_Add(
caffe_dd
PREFIX caffe_dd
URL https://github.com/${CAFFE_DD_USER}/caffe/archive/${CAFFE_DD_BRANCH}.tar.gz
URL_HASH SHA256=${CAFFE_DD_TARBALL_HASH}
CONFIGURE_COMMAND
sh -c "\
diff ${CMAKE_BINARY_DIR}/caffe_dd/src/caffe_dd/.build_release/src/caffe/proto/caffe.pb.cc ${CMAKE_CURRENT_BINARY_DIR}/src/caffe.pb.cc > /dev/null 2>&1 \
&& ( echo 'caffe version of caffe.pb.h/caffe.pb.cc is already up to date') \
|| ( echo 'caffe.pb.h/caffe.pb.cc have change rebuilding caffe' && rm -rf ${CMAKE_BINARY_DIR}/caffe_dd/src/caffe_dd/.build_release ) \
" &&
ln -sf ${CAFFE_DD_CONFIG_FILE} Makefile.config &&
echo "OPENCV_VERSION:=${OPENCV_VERSION}" >> Makefile.config &&
echo "USE_SYSLOG:=${USE_SYSLOG}" >> Makefile.config &&
echo "DEBUG:=${CAFFE_DEBUG}" >> Makefile.config &&
echo "INCLUDE_DIRS+=${SPDLOG_INCLUDE_DIR}" >> Makefile.config &&
echo "INCLUDE_DIRS+=${PROTOBUF_INCLUDE_DIR}" >> Makefile.config &&
echo "INCLUDE_DIRS+=${OpenCV_INCLUDE_DIRS}" >> Makefile.config &&
echo "CUDA_ARCH:=${CUDA_ARCH_FLAGS}" >> Makefile.config &&
echo "LIBRARIES+=${SPDLOG_CAFFE_LIB_DEPS}" >> Makefile.config &&
echo "LIBRARIES+=${OpenCV_LIBS}" >> Makefile.config &&
echo "LIBRARY_DIRS+=${SPDLOG_LIB_DIR}" >> Makefile.config &&
echo "LIBRARY_DIRS+=${PROTOBUF_LIB_DIR}" >> Makefile.config &&
echo "LIBRARY_DIRS+=${OpenCV_CONFIG_PATH}/lib" >> Makefile.config
BUILD_COMMAND
${CMAKE_COMMAND} -E env LD_LIBRARY_PATH=${PROTOBUF_LIB_DIR}:$ENV{LD_LIBRARY_PATH} PATH=${PROTOBUF_LIB_DIR}:$ENV{PATH} make -j${N} proto &&
${CMAKE_COMMAND} -E env LD_LIBRARY_PATH=${PROTOBUF_LIB_DIR}:$ENV{LD_LIBRARY_PATH} PATH=${PROTOBUF_LIB_DIR}:$ENV{PATH} make -j${N} all
INSTALL_COMMAND ""
BUILD_IN_SOURCE 1
DEPENDS caffe_pb_h protobuf spdlog
)
if (USE_HDF5)
if (JETSON)
set(HDF5_LIB /usr/lib/aarch64-linux-gnu/hdf5/serial)
elseif (RPI3)
set(HDF5_LIB /usr/lib/arm-linux-gnueabihf/hdf5/serial)
else()
set(HDF5_LIB /usr/lib/x86_64-linux-gnu/hdf5/serial)
endif()
endif()
if (USE_HDF5)
if (USE_CAFFE_CPU_ONLY)
set(CAFFE_INC_DIR ${CMAKE_BINARY_DIR}/caffe_dd/src/caffe_dd/include ${CMAKE_BINARY_DIR}/caffe_dd/src/caffe_dd/build/src /usr/include/hdf5/serial)
set(CAFFE_LIB_DIR $ENV{HOME}/lib ${CMAKE_BINARY_DIR}/caffe_dd/src/caffe_dd/build/lib ${CMAKE_BINARY_DIR}/caffe_dd/src/caffe_dd/build/src ${HDF5_LIB})
else()
set(CAFFE_INC_DIR ${CMAKE_BINARY_DIR}/caffe_dd/src/caffe_dd/include ${CMAKE_BINARY_DIR}/caffe_dd/src/caffe_dd/build/src ${CUDA_INCLUDE_DIRS})
set(CAFFE_LIB_DIR ${CMAKE_BINARY_DIR}/caffe_dd/src/caffe_dd/build/lib ${CMAKE_BINARY_DIR}/caffe_dd/src/caffe_dd/build/src ${HDF5_LIB})
endif()
else()
if (USE_CAFFE_CPU_ONLY)
set(CAFFE_INC_DIR ${CMAKE_BINARY_DIR}/caffe_dd/src/caffe_dd/include ${CMAKE_BINARY_DIR}/caffe_dd/src/caffe_dd/build/src)
set(CAFFE_LIB_DIR $ENV{HOME}/lib ${CMAKE_BINARY_DIR}/caffe_dd/src/caffe_dd/build/lib ${CMAKE_BINARY_DIR}/caffe_dd/src/caffe_dd/build/src)
else()
set(CAFFE_INC_DIR ${CMAKE_BINARY_DIR}/caffe_dd/src/caffe_dd/include ${CMAKE_BINARY_DIR}/caffe_dd/src/caffe_dd/build/src ${CUDA_INCLUDE_DIRS})
set(CAFFE_LIB_DIR ${CMAKE_BINARY_DIR}/caffe_dd/src/caffe_dd/build/lib ${CMAKE_BINARY_DIR}/caffe_dd/src/caffe_dd/build/src)
endif()
endif()
endif()
# Caffe dependencies
if (USE_CAFFE)
set(CAFFE_LIB_DEPS -lleveldb -lsnappy -llmdb -lopenblas -lcaffe)
if (USE_HDF5)
string(APPEND CAFFE_LIB_DEPS " -lhdf5_hl -lhdf5")
endif()
endif()
# NCNN
if (USE_NCNN)
message(STATUS "Configuring NCNN")
add_definitions(-DUSE_NCNN)
set(NCNN_PATCHES_PATH ${CMAKE_BINARY_DIR}/patches/ncnn)
set(NCNN_PATCHES
${NCNN_PATCHES_PATH}/ncnn_inner_keep_h.patch
${NCNN_PATCHES_PATH}/ncnn_lstm_cont.patch
${NCNN_PATCHES_PATH}/ncnn_variable_h.patch
${NCNN_PATCHES_PATH}/ncnn_flatten_axis.patch
${NCNN_PATCHES_PATH}/ncnn_cont_indic.patch
)
set(NCNN_VERSION "20201218")
set(NCNN_TARBALL_HASH "1dac4571168b83ee99efaba969c01e8054cd8e3d9b67ca4893f32b767ab4ec48")
set(NCNN_BUILD_FLAGS -DCMAKE_BUILD_TYPE=Release -DNCNN_BUILD_EXAMPLES=OFF -DNCNN_BUILD_BENCHMARK=OFF -DNCNN_BUILD_TOOLS=OFF -DNCNN_BUILD_TESTS=OFF)
if (RPI3)
ExternalProject_Add(
ncnn
PREFIX ncnn
URL https://github.com/Tencent/ncnn/releases/download/${NCNN_VERSION}/ncnn-${NCNN_VERSION}-full-source.zip
URL_HASH SHA256=${NCNN_TARBALL_HASH}
PATCH_COMMAND ${CMAKE_SOURCE_DIR}/cmake/patches-apply.sh ${NCNN_PATCHES}
CMAKE_ARGS -DPI3=ON -DCMAKE_TOOLCHAIN_FILE=../toolchains/pi3.toolchain.cmake ${NCNN_BUILD_FLAGS}
INSTALL_COMMAND ""
)
else ()
ExternalProject_Add(
ncnn
PREFIX ncnn
URL https://github.com/Tencent/ncnn/releases/download/${NCNN_VERSION}/ncnn-${NCNN_VERSION}-full-source.zip
URL_HASH SHA256=${NCNN_TARBALL_HASH}
PATCH_COMMAND ${CMAKE_SOURCE_DIR}/cmake/patches-apply.sh ${NCNN_PATCHES}
CMAKE_ARGS ${NCNN_BUILD_FLAGS}
INSTALL_COMMAND ""
)
endif()
set(NCNN_LIB_DEPS ${CMAKE_BINARY_DIR}/ncnn/src/ncnn-build/src/libncnn.a)
set(NCNN_INC_DIR ${CMAKE_BINARY_DIR}/ncnn/src/ncnn/src ${CMAKE_BINARY_DIR}/ncnn/src/ncnn-build/src)
set(NCNN_LIB_DIR ${CMAKE_BINARY_DIR}/ncnn/src/ncnn-build/src)
endif()
# Torch
if (USE_TORCH)
if (!APPLE)
set(CMAKE_EXE_LINKER_FLAGS "-Wl,--no-as-needed")
endif()
set(PYTORCH_PATCHES_PATH ${CMAKE_BINARY_DIR}/patches/pytorch)
set(PYTORCH_PATCHES
${PYTORCH_PATCHES_PATH}/pytorch_15_compile.patch
${PYTORCH_PATCHES_PATH}/pytorch_113_new_logger.patch
${PYTORCH_PATCHES_PATH}/pytorch_23_use_new_logger.patch
${PYTORCH_PATCHES_PATH}/pytorch_23_cloneable.patch
)
if (APPLE)
list(APPEND PYTORCH_PATCHES ${PYTORCH_PATCHES_PATH}/pytorch_113_apple_includes.patch)
endif()
message(STATUS "Configuring libtorch")
add_definitions(-DUSE_TORCH)
if (NOT TORCH_LOCATION)
set(PYTORCH_COMMIT v2.3.0)
set(PYTORCH_COMPLETE ${CMAKE_BINARY_DIR}/CMakeFiles/pytorch-complete)
if (APPLE)
if(USE_TORCH_CPU_ONLY)
set(PYTORCH_USE_MPS 0)
else()
set(PYTORCH_USE_MPS 1)
add_definitions("-DUSE_MPS")
endif()
message(STATUS "PROTOBUF_PROTOC_EXECUTABLE=${PROTOBUF_PROTOC} PROTOBUF_INCLUDE_DIRS=${PROTOBUF_INCLUDE_DIR} PROTOBUF_LIBRARIES=${PROTOBUF_LIB_DEPS}")
ExternalProject_Add(
pytorch
PREFIX pytorch
GIT_REPOSITORY https://github.com/pytorch/pytorch.git
GIT_TAG ${PYTORCH_COMMIT}
GIT_CONFIG advice.detachedHead=false
UPDATE_DISCONNECTED 1
PATCH_COMMAND "" test -f ${PYTORCH_COMPLETE} && echo Skipping || git apply ${PYTORCH_PATCHES} && echo Applying ${PYTORCH_PATCHES}
CONFIGURE_COMMAND "" cd ${CMAKE_BINARY_DIR}/pytorch/src/pytorch/third_party/fmt/ && git checkout 7.1.0
BUILD_COMMAND ""
COMMAND test -f ${PYTORCH_COMPLETE} && echo Skipping || ${CMAKE_COMMAND} -E env PATH=${PROTOBUF_LIB_DIR}:${PROTOBUF_INCLUDE_DIR}:$ENV{PATH} BUILD_CUSTOM_PROTOBUF=0 BUILD_TEST=0 USE_MPS=${PYTORCH_USE_MPS} USE_DDLOG=1 USE_TENSORRT=0 "CMAKE_CXX_FLAGS=-isystem ${SPDLOG_INCLUDE_DIR} -isystem ${PROTOBUF_INCLUDE_DIR}" "CMAKE_CUDA_FLAGS=-isystem ${SPDLOG_INCLUDE_DIR} -isystem ${PROTOBUF_INCLUDE_DIR}" CMAKE_PREFIX_PATH="${PROTOBUF_LIB_DIR}/cmake" MAX_JOBS=8 python3 ../pytorch/tools/build_libtorch.py
INSTALL_COMMAND ""
DEPENDS spdlog protobuf
)
set(TORCH_BINARY_LOCATION ${CMAKE_BINARY_DIR}/pytorch/src/pytorch-build/build)
else()
if(USE_TORCH_CPU_ONLY)
set(PYTORCH_USE_CUDA 0)
else()
set(PYTORCH_USE_CUDA 1)
endif()
file(WRITE ${CMAKE_BINARY_DIR}/build_pytorch.sh "set -x\n${CMAKE_COMMAND} -E env PATH=${PROTOBUF_LIB_DIR}:$ENV{PATH} BUILD_CUSTOM_PROTOBUF=0 GLIBCXX_USE_CXX11_ABI=1 BUILD_TEST=0 USE_CUDA=${PYTORCH_USE_CUDA} BUILD_CAFFE2=1 BUILD_CAFFE2_OPS=1 BUILD_CAFFE2_MOBILE=0 USE_DDLOG=1 USE_TENSORRT=0 CAFFE2_LINK_LOCAL_PROTOBUF=0 \"CMAKE_CXX_FLAGS=-isystem ${SPDLOG_INCLUDE_DIR} -isystem ${PROTOBUF_INCLUDE_DIR} -isystem /usr/lib/x86_64-linux-gnu/openmpi/include\" \"CMAKE_CUDA_FLAGS=-isystem ${SPDLOG_INCLUDE_DIR} -isystem ${PROTOBUF_INCLUDE_DIR} -isystem /usr/lib/x86_64-linux-gnu/openmpi/include\" TORCH_CUDA_ARCH_LIST=\"${CUDA_ARCH}\" \"CMAKE_CUDA_COMPILER=/usr/local/cuda/bin/nvcc\" CMAKE_PREFIX_PATH=${PROTOBUF_LIB_DIR}/cmake MAX_JOBS=8 python3 ../pytorch/tools/build_libtorch.py")
ExternalProject_Add(
pytorch
PREFIX pytorch
GIT_REPOSITORY https://github.com/pytorch/pytorch.git
GIT_TAG ${PYTORCH_COMMIT}
GIT_CONFIG advice.detachedHead=false
UPDATE_DISCONNECTED 1
PATCH_COMMAND "" test -f ${PYTORCH_COMPLETE} && echo Skipping || git apply ${PYTORCH_PATCHES} && echo Applying ${PYTORCH_PATCHES}
CONFIGURE_COMMAND "" cd ${CMAKE_BINARY_DIR}/pytorch/src/pytorch/third_party/fmt/ && git checkout 7.1.0
BUILD_COMMAND ""
COMMAND test -f ${PYTORCH_COMPLETE} && echo Skipping || sh ${CMAKE_BINARY_DIR}/build_pytorch.sh
INSTALL_COMMAND ""
DEPENDS spdlog protobuf
)
endif()
set(TORCH_LOCATION ${CMAKE_BINARY_DIR}/pytorch/src/pytorch/torch)
endif()
if (APPLE)
set(TORCH_LIB_DEPS ${TORCH_BINARY_LOCATION}/lib/libtorch.dylib ${TORCH_BINARY_LOCATION}/lib/libtorch_cpu.dylib ${TORCH_BINARY_LOCATION}/lib/libc10.dylib ${TORCH_BINARY_LOCATION}/lib/libtorch_global_deps.dylib -llmdb)
else()
set(TORCH_LIB_DEPS ${TORCH_LOCATION}/lib/libtorch.so ${TORCH_LOCATION}/lib/libtorch_cpu.so ${TORCH_LOCATION}/lib/libc10.so -llmdb)
if (USE_TORCH_CPU_ONLY)
list(APPEND TORCH_LIB_DEPS iomp5)
else()
list(APPEND TORCH_LIB_DEPS ${TORCH_LOCATION}/lib/libc10_cuda.so ${TORCH_LOCATION}/lib/libtorch_cuda.so)
endif()
endif()
set(TORCH_INC_DIR ${TORCH_LOCATION}/include/ ${TORCH_LOCATION}/include/torch/csrc/api/include/ ${CMAKE_BINARY_DIR}/pytorch/src/pytorch/torch/include/torch/csrc/api/include ${TORCH_LOCATION}/.. ${CMAKE_BINARY_DIR}/src)
set(TORCH_LIB_DIR ${TORCH_LOCATION}/lib/)
# TORCH VISION
message(STATUS "Configuring Pytorch Vision")
set(PYTORCH_VISION_COMMIT "v0.18.0") # 0.18.0 & torch 2.3.0
set(PYTORCH_VISION_PATCHES_PATH ${CMAKE_BINARY_DIR}/patches/pytorch/vision)
# set(PYTORCH_VISION_PATCHES
# ${PYTORCH_VISION_PATCHES_PATH}/xxx.patch # add patches here
# )
set(PYTORCH_VISION_COMPLETE ${CMAKE_BINARY_DIR}/CMakeFiles/pytorch_vision-complete)
set(TORCHVISION_LOCATION "${CMAKE_BINARY_DIR}/pytorch_vision/src/pytorch_vision-install")
file(WRITE ${CMAKE_BINARY_DIR}/build_pytorch_vision.sh "sh ${CMAKE_SOURCE_DIR}/cmake/build_external.sh PYTORCH_VISION ${CMAKE_BINARY_DIR}/pytorch_vision ${PYTORCH_VISION_COMPLETE} src/pytorch_vision src/pytorch_vision-build ${N} \"install\" ${CMAKE_COMMAND} ${PYTORCH_VISION_FLAGS} -DWITH_CUDA=${PYTORCH_USE_CUDA} -DCMAKE_PREFIX_PATH=${TORCH_LOCATION} -DCMAKE_INSTALL_PREFIX=${TORCHVISION_LOCATION} -DCMAKE_INCLUDE_PATH=${PROTOBUF_INCLUDE_DIR} -DCMAKE_LIBRARY_PATH=${PROTOBUF_LIB_DIR} \"-DCMAKE_CXX_FLAGS=-isystem ${CMAKE_BINARY_DIR}/pytorch/src/pytorch/ -isystem ${SPDLOG_INCLUDE_DIR} -isystem ${PROTOBUF_INCLUDE_DIR}\" \"-DCMAKE_CUDA_FLAGS=-isystem ${CMAKE_BINARY_DIR}/pytorch/src/pytorch/ -isystem ${SPDLOG_INCLUDE_DIR} -isystem ${PROTOBUF_INCLUDE_DIR}\" \"-DCMAKE_CUDA_STANDARD=17\" \"-DTORCH_CUDA_ARCH_LIST=${CUDA_ARCH}\" -DCMAKE_CUDA_COMPILER=/usr/local/cuda/bin/nvcc")
ExternalProject_Add(
pytorch_vision
PREFIX pytorch_vision
GIT_REPOSITORY https://github.com/pytorch/vision.git
GIT_TAG ${PYTORCH_VISION_COMMIT}
GIT_CONFIG advice.detachedHead=false
UPDATE_DISCONNECTED 1
PATCH_COMMAND "" #test -f ${PYTORCH_VISION_COMPLETE} && echo Skipping || git apply ${PYTORCH_VISION_PATCHES} && echo Applying ${PYTORCH_VISION_PATCHES}
CONFIGURE_COMMAND ""
BUILD_COMMAND sh ${CMAKE_BINARY_DIR}/build_pytorch_vision.sh
INSTALL_COMMAND ""
DEPENDS protobuf pytorch
)
list(APPEND TORCH_INC_DIR "${TORCHVISION_LOCATION}/include/")
list(APPEND TORCH_LIB_DIR "${TORCHVISION_LOCATION}/lib/")
list(APPEND TORCH_LIB_DEPS torchvision)
endif()
# XGBoost
if (USE_XGBOOST)
message(STATUS "Configuring XGBoost")
add_definitions(-DUSE_XGBOOST)
set(XGBOOST_LIB_DEPS -Wl,--whole-archive ${CMAKE_BINARY_DIR}/xgboost/src/xgboost-build/libxgboost.a -Wl,--no-whole-archive ${CMAKE_BINARY_DIR}/xgboost/src/xgboost-build/dmlc-core/libdmlc.a ${CMAKE_BINARY_DIR}/xgboost/src/xgboost-build/librabit.a)
if (NOT USE_XGBOOST_CPU_ONLY)
add_definitions(-DUSE_XGBOOST_GPU)
list(APPEND XGBOOST_LIB_DEPS ${CMAKE_BINARY_DIR}/xgboost/src/xgboost/build/CMakeFiles/gpuxgboost.dir/plugin/updater_gpu/src/gpuxgboost_generated_updater_gpu.cu.o ${CMAKE_BINARY_DIR}/xgboost/src/xgboost/build/nccl/libnccl.a)
ExternalProject_Add(
xgboost_cub
PREFIX xgboost_cub
URL https://github.com/NVlabs/cub/archive/1.6.4.zip
URL_HASH SHA256=4198e9c447a1e2a963b9e0e4d861df48baa47fb02e5e4fc507d1834afc99185a
INSTALL_COMMAND ""
BUILD_COMMAND ""
CONFIGURE_COMMAND ""
)
ExternalProject_Add(
xgboost
PREFIX xgboost
GIT_REPOSITORY https://github.com/dmlc/xgboost.git
GIT_TAG 84d992babcc370bff6cf4fe89985f072b0b91a64
GIT_CONFIG advice.detachedHead=false
PATCH_COMMAND
git reset --hard &&
patch -p1 < ${CMAKE_SOURCE_DIR}/patches/xgboost/static-lib.patch &&
cd dmlc-core && git checkout 13d5acb8ba7e79550bbf2f730f1a3944ff0fa68b
CMAKE_ARGS
-DPLUGIN_UPDATER_GPU=ON
-DCUB_DIRECTORY=${CMAKE_BINARY_DIR}/xgboost_cub/src/xgboost_cub