Ubuntu下Caffe框架安装(仅仅Caffe框架安装)
Posted 逐风少年
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步骤一、 从github上下载(克隆)安装包
1.1 在你要安装的路径下 clone
此处我直接安装到home目录，执行：
1 ~$ cd ~ 2 :~$ git clone https://github.com/BVLC/caffe.git #开始clone 2 ~$ git clone https://github.com/BVLC/caffe.git
等待下载结束，下载结束后在你的home路径下会存在，caffe文件夹。接下来进入caffe并开始配置caffe，配置如下
1 sudo cp Makefile.config.example Makefile.config 2 sudo gedit Makefile.config #或者sudo vim Makefile.config
1.2 接下来我们可以开始修改caffe的Makefile.config文件
为编译caffe做准备。为了方便大家配置，我直接贴下我的Makefile.config配置文件，并将在我系统环境（安装过了cuda、cudnn、opencv3、anaconda2）下配置，改动处用蓝色凸显出来
1 ## Refer to http://caffe.berkeleyvision.org/installation.html 2 # Contributions simplifying and improving our build system are welcome! 3 4 # cuDNN acceleration switch (uncomment to build with cuDNN). 5 #----caffe -- 6 USE_CUDNN := 1 7 8 # CPU-only switch (uncomment to build without GPU support). 9 # CPU_ONLY := 1 10 11 # uncomment to disable IO dependencies and corresponding data layers 12 # USE_OPENCV := 0 13 # USE_LEVELDB := 0 14 # USE_LMDB := 0 15 16 # uncomment to allow MDB_NOLOCK when reading LMDB files (only if necessary) 17 # You should not set this flag if you will be reading LMDBs with any 18 # possibility of simultaneous read and write 19 # ALLOW_LMDB_NOLOCK := 1 20 21 # Uncomment if you\'re using OpenCV 3 22 #----caffe -- 23 OPENCV_VERSION := 3 24 25 # To customize your choice of compiler, uncomment and set the following. 26 # N.B. the default for Linux is g++ and the default for OSX is clang++ 27 # CUSTOM_CXX := g++ 28 29 # CUDA directory contains bin/ and lib/ directories that we need. 30 CUDA_DIR := /usr/local/cuda 31 # On Ubuntu 14.04, if cuda tools are installed via 32 # "sudo apt-get install nvidia-cuda-toolkit" then use this instead: 33 # CUDA_DIR := /usr 34 35 # CUDA architecture setting: going with all of them. 36 # For CUDA < 6.0, comment the *_50 through *_61 lines for compatibility. 37 # For CUDA < 8.0, comment the *_60 and *_61 lines for compatibility. 38 # For CUDA >= 9.0, comment the *_20 and *_21 lines for compatibility. 39 #-gencode arch=compute_20,code=sm_20 \\ 40 #-gencode arch=compute_20,code=sm_21 \\ 41 #去掉了 20 和21 42 CUDA_ARCH := -gencode arch=compute_30,code=sm_30 \\ 43 -gencode arch=compute_35,code=sm_35 \\ 44 -gencode arch=compute_50,code=sm_50 \\ 45 -gencode arch=compute_52,code=sm_52 \\ 46 -gencode arch=compute_60,code=sm_60 \\ 47 -gencode arch=compute_61,code=sm_61 \\ 48 -gencode arch=compute_61,code=compute_61 49 50 # BLAS choice: 51 # atlas for ATLAS (default) 52 # mkl for MKL 53 # open for OpenBlas 54 BLAS := atlas 55 # Custom (MKL/ATLAS/OpenBLAS) include and lib directories. 56 # Leave commented to accept the defaults for your choice of BLAS 57 # (which should work)! 58 # BLAS_INCLUDE := /path/to/your/blas 59 # BLAS_LIB := /path/to/your/blas 60 61 # Homebrew puts openblas in a directory that is not on the standard search path 62 # BLAS_INCLUDE := $(shell brew --prefix openblas)/include 63 # BLAS_LIB := $(shell brew --prefix openblas)/lib 64 65 # This is required only if you will compile the matlab interface. 66 # MATLAB directory should contain the mex binary in /bin. 67 # MATLAB_DIR := /usr/local 68 # MATLAB_DIR := /Applications/MATLAB_R2012b.app 69 70 # NOTE: this is required only if you will compile the python interface. 71 # We need to be able to find Python.h and numpy/arrayobject.h. 72 PYTHON_INCLUDE := /usr/include/python2.7 \\ 73 /usr/lib/python2.7/dist-packages/numpy/core/include 74 # Anaconda Python distribution is quite popular. Include path: 75 # Verify anaconda location, sometimes it\'s in root. 76 ANACONDA_HOME := $(HOME)/anaconda2 77 PYTHON_INCLUDE := $(ANACONDA_HOME)/include \\ 78 $(ANACONDA_HOME)/include/python2.7 \\ 79 $(ANACONDA_HOME)/lib/python2.7/site-packages/numpy/core/include 80 #ANACONDA_HOME := $(HOME)/anaconda 81 # PYTHON_INCLUDE := $(ANACONDA_HOME)/include \\ 82 #$(ANACONDA_HOME)/include/python3.6m \\ 83 #$(ANACONDA_HOME)/lib/python3.6m/site-packages/numpy/core/include 84 85 # Uncomment to use Python 3 (default is Python 2) 86 # PYTHON_LIBRARIES := boost_python3 python3.6m 87 # PYTHON_INCLUDE := /usr/include/python3.6m \\ 88 #/usr/lib/python3.6/dist-packages/numpy/core/include 89 90 # We need to be able to find libpythonX.X.so or .dylib. 91 PYTHON_LIB := /usr/lib 92 # PYTHON_LIB := $(ANACONDA_HOME)/lib 93 94 # Homebrew installs numpy in a non standard path (keg only) 95 # PYTHON_INCLUDE += $(dir $(shell python -c \'import numpy.core; print(numpy.core.__file__)\'))/include 96 # PYTHON_LIB += $(shell brew --prefix numpy)/lib 97 98 # Uncomment to support layers written in Python (will link against Python libs) 99 WITH_PYTHON_LAYER := 1 100 101 # Whatever else you find you need goes here. 102 #INCLUDE_DIRS := $(PYTHON_INCLUDE) /usr/local/include 103 #LIBRARY_DIRS := $(PYTHON_LIB) /usr/local/lib /usr/lib 104 #----caffe -- 105 INCLUDE_DIRS := $(PYTHON_INCLUDE) /usr/local/include /usr/include/hdf5/serial 106 LIBRARY_DIRS := $(PYTHON_LIB) /usr/local/lib /usr/lib /usr/lib/x86_64-linux-gnu /usr/lib 107 108 # If Homebrew is installed at a non standard location (for example your home directory) and you use it for general dependencies 109 # INCLUDE_DIRS += $(shell brew --prefix)/include 110 # LIBRARY_DIRS += $(shell brew --prefix)/lib 111 112 # NCCL acceleration switch (uncomment to build with NCCL) 113 # https://github.com/NVIDIA/nccl (last tested version: v1.2.3-1+cuda8.0) 114 # USE_NCCL := 1 115 116 # Uncomment to use `pkg-config` to specify OpenCV library paths. 117 # (Usually not necessary -- OpenCV libraries are normally installed in one of the above $LIBRARY_DIRS.) 118 # USE_PKG_CONFIG := 1 119 120 # N.B. both build and distribute dirs are cleared on `make clean` 121 BUILD_DIR := build 122 DISTRIBUTE_DIR := distribute 123 124 # Uncomment for debugging. Does not work on OSX due to https://github.com/BVLC/caffe/issues/171 125 # DEBUG := 1 126 127 # The ID of the GPU that \'make runtest\' will use to run unit tests. 128 TEST_GPUID := 0 129 130 # enable pretty build (comment to see full commands) 131 Q ?= @
1.3 修改makefile 文件
总共两处改动，修改过的地方用蓝色突出显示了，见代码的181行和416行两处。
1 PROJECT := caffe 2 3 CONFIG_FILE := Makefile.config 4 # Explicitly check for the config file, otherwise make -k will proceed anyway. 5 ifeq ($(wildcard $(CONFIG_FILE)),) 6 $(error $(CONFIG_FILE) not found. See $(CONFIG_FILE).example.) 7 endif 8 include $(CONFIG_FILE) 9 10 BUILD_DIR_LINK := $(BUILD_DIR) 11 ifeq ($(RELEASE_BUILD_DIR),) 12 RELEASE_BUILD_DIR := .$(BUILD_DIR)_release 13 endif 14 ifeq ($(DEBUG_BUILD_DIR),) 15 DEBUG_BUILD_DIR := .$(BUILD_DIR)_debug 16 endif 17 18 DEBUG ?= 0 19 ifeq ($(DEBUG), 1) 20 BUILD_DIR := $(DEBUG_BUILD_DIR) 21 OTHER_BUILD_DIR := $(RELEASE_BUILD_DIR) 22 else 23 BUILD_DIR := $(RELEASE_BUILD_DIR) 24 OTHER_BUILD_DIR := $(DEBUG_BUILD_DIR) 25 endif 26 27 # All of the directories containing code. 28 SRC_DIRS := $(shell find * -type d -exec bash -c "find {} -maxdepth 1 \\ 29 \\( -name \'*.cpp\' -o -name \'*.proto\' \\) | grep -q ." \\; -print) 30 31 # The target shared library name 32 LIBRARY_NAME := $(PROJECT) 33 LIB_BUILD_DIR := $(BUILD_DIR)/lib 34 STATIC_NAME := $(LIB_BUILD_DIR)/lib$(LIBRARY_NAME).a 35 DYNAMIC_VERSION_MAJOR := 1 36 DYNAMIC_VERSION_MINOR := 0 37 DYNAMIC_VERSION_REVISION := 0 38 DYNAMIC_NAME_SHORT := lib$(LIBRARY_NAME).so 39 #DYNAMIC_SONAME_SHORT := $(DYNAMIC_NAME_SHORT).$(DYNAMIC_VERSION_MAJOR) 40 DYNAMIC_VERSIONED_NAME_SHORT := $(DYNAMIC_NAME_SHORT).$(DYNAMIC_VERSION_MAJOR).$(DYNAMIC_VERSION_MINOR).$(DYNAMIC_VERSION_REVISION) 41 DYNAMIC_NAME := $(LIB_BUILD_DIR)/$(DYNAMIC_VERSIONED_NAME_SHORT) 42 COMMON_FLAGS += -DCAFFE_VERSION=$(DYNAMIC_VERSION_MAJOR).$(DYNAMIC_VERSION_MINOR).$(DYNAMIC_VERSION_REVISION) 43 44 ############################## 45 # Get all source files 46 ############################## 47 # CXX_SRCS are the source files excluding the test ones. 48 CXX_SRCS := $(shell find src/$(PROJECT) ! -name "test_*.cpp" -name "*.cpp") 49 # CU_SRCS are the cuda source files 50 CU_SRCS := $(shell find src/$(PROJECT) ! -name "test_*.cu" -name "*.cu") 51 # TEST_SRCS are the test source files 52 TEST_MAIN_SRC := src/$(PROJECT)/test/test_caffe_main.cpp 53 TEST_SRCS := $(shell find src/$(PROJECT) -name "test_*.cpp") 54 TEST_SRCS := $(filter-out $(TEST_MAIN_SRC), $(TEST_SRCS)) 55 TEST_CU_SRCS := $(shell find src/$(PROJECT) -name "test_*.cu") 56 GTEST_SRC := src/gtest/gtest-all.cpp 57 # TOOL_SRCS are the source files for the tool binaries 58 TOOL_SRCS := $(shell find tools -name "*.cpp") 59 # EXAMPLE_SRCS are the source files for the example binaries 60 EXAMPLE_SRCS := $(shell find examples -name "*.cpp") 61 # BUILD_INCLUDE_DIR contains any generated header files we want to include. 62 BUILD_INCLUDE_DIR := $(BUILD_DIR)/src 63 # PROTO_SRCS are the protocol buffer definitions 64 PROTO_SRC_DIR := src/$(PROJECT)/proto 65 PROTO_SRCS := $(wildcard $(PROTO_SRC_DIR)/*.proto) 66 # PROTO_BUILD_DIR will contain the .cc and obj files generated from 67 # PROTO_SRCS; PROTO_BUILD_INCLUDE_DIR will contain the .h header files 68 PROTO_BUILD_DIR := $(BUILD_DIR)/$(PROTO_SRC_DIR) 69 PROTO_BUILD_INCLUDE_DIR := $(BUILD_INCLUDE_DIR)/$(PROJECT)/proto 70 # NONGEN_CXX_SRCS includes all source/header files except those generated 71 # automatically (e.g., by proto). 72 NONGEN_CXX_SRCS := $(shell find \\ 73 src/$(PROJECT) \\ 74 include/$(PROJECT) \\ 75 python/$(PROJECT) \\ 76 matlab/+$(PROJECT)/private \\ 77 examples \\ 78 tools \\ 79 -name "*.cpp" -or -name "*.hpp" -or -name "*.cu" -or -name "*.cuh") 80 LINT_SCRIPT := scripts/cpp_lint.py 81 LINT_OUTPUT_DIR := $(BUILD_DIR)/.lint 82 LINT_EXT := lint.txt 83 LINT_OUTPUTS := $(addsuffix .$(LINT_EXT), $(addprefix $(LINT_OUTPUT_DIR)/, $(NONGEN_CXX_SRCS))) 84 EMPTY_LINT_REPORT := $(BUILD_DIR)/.$(LINT_EXT) 85 NONEMPTY_LINT_REPORT := $(BUILD_DIR)/$(LINT_EXT) 86 # PY$(PROJECT)_SRC is the python wrapper for $(PROJECT) 87 PY$(PROJECT)_SRC := python/$(PROJECT)/_$(PROJECT).cpp 88 PY$(PROJECT)_SO := python/$(PROJECT)/_$(PROJECT).so 89 PY$(PROJECT)_HXX := include/$(PROJECT)/layers/python_layer.hpp 90 # MAT$(PROJECT)_SRC is the mex entrance point of matlab package for $(PROJECT) 91 MAT$(PROJECT)_SRC := matlab/+$(PROJECT)/private/$(PROJECT)_.cpp 92 ifneq ($(MATLAB_DIR),) 93 MAT_SO_EXT := $(shell $(MATLAB_DIR)/bin/mexext) 94 endif 95 MAT$(PROJECT)_SO := matlab/+$(PROJECT)/private/$(PROJECT)_.$(MAT_SO_EXT) 96 97 ############################## 98 # Derive generated files 99 ############################## 100 # The generated files for protocol buffers 101 PROTO_GEN_HEADER_SRCS := $(addprefix $(PROTO_BUILD_DIR)/, \\ 102 $(notdir ${PROTO_SRCS:.proto=.pb.h})) 103 PROTO_GEN_HEADER := $(addprefix $(PROTO_BUILD_INCLUDE_DIR)/, \\ 104 $(notdir ${PROTO_SRCS:.proto=.pb.h})) 105 PROTO_GEN_CC := $(addprefix $(BUILD_DIR)/, ${PROTO_SRCS:.proto=.pb.cc}) 106 PY_PROTO_BUILD_DIR := python/$(PROJECT)/proto 107 PY_PROTO_INIT := python/$(PROJECT)/proto/__init__.py 108 PROTO_GEN_PY := $(foreach file,${PROTO_SRCS:.proto=_pb2.py}, \\ 109 $(PY_PROTO_BUILD_DIR)/$(notdir $(file))) 110 # The objects corresponding to the source files 111 # These objects will be linked into the final shared library, so we 112 # exclude the tool, example, and test objects. 113 CXX_OBJS := $(addprefix $(BUILD_DIR)/, ${CXX_SRCS:.cpp=.o}) 114 CU_OBJS := $(addprefix $(BUILD_DIR)/cuda/, ${CU_SRCS:.cu=.o}) 115 PROTO_OBJS := ${PROTO_GEN_CC:.cc=.o} 116 OBJS := $(PROTO_OBJS) $(CXX_OBJS) $(CU_OBJS) 117 # tool, example, and test objects 118 TOOL_OBJS := $(addprefix $(BUILD_DIR)/, ${TOOL_SRCS:.cpp=.o}) 119 TOOL_BUILD_DIR := $(BUILD_DIR)/tools 120 TEST_CXX_BUILD_DIR := $(BUILD_DIR)/src/$(PROJECT)/test 121 TEST_CU_BUILD_DIR := $(BUILD_DIR)/cuda/src/$(PROJECT)/test 122 TEST_CXX_OBJS := $(addprefix $(BUILD_DIR)/, ${TEST_SRCS:.cpp=.o}) 123 TEST_CU_OBJS := $(addprefix $(BUILD_DIR)/cuda/, ${TEST_CU_SRCS:.cu=.o}) 124 TEST_OBJS := $(TEST_CXX_OBJS) $(TEST_CU_OBJS) 125 GTEST_OBJ := $(addprefix $(BUILD_DIR)/, ${GTEST_SRC:.cpp=.o}) 126 EXAMPLE_OBJS := $(addprefix $(BUILD_DIR)/, ${EXAMPLE_SRCS:.cpp=.o}) 127 # Output files for automatic dependency generation 128 DEPS := ${CXX_OBJS:.o=.d} ${CU_OBJS:.o=.d} ${TEST_CXX_OBJS:.o=.d} \\ 129 ${TEST_CU_OBJS:.o=.d} $(BUILD_DIR)/${MAT$(PROJECT)_SO:.$(MAT_SO_EXT)=.d} 130 # tool, example, and test bins 131 TOOL_BINS := ${TOOL_OBJS:.o=.bin} 132 EXAMPLE_BINS := ${EXAMPLE_OBJS:.o=.bin} 133 # symlinks to tool bins without the ".bin" extension 134 TOOL_BIN_LINKS := ${TOOL_BINS:.bin=} 135 # Put the test binaries in build/test for convenience. 136 TEST_BIN_DIR := $(BUILD_DIR)/test 137 TEST_CU_BINS := $(addsuffix .testbin,$(addprefix $(TEST_BIN_DIR)/, \\ 138 $(foreach obj,$(TEST_CU_OBJS),$(basename $(notdir $(obj)))))) 139 TEST_CXX_BINS := $(addsuffix .testbin,$(addprefix $(TEST_BIN_DIR)/, \\ 140 $(foreach obj,$(TEST_CXX_OBJS),$(basename $(notdir $(obj)))))) 141 TEST_BINS := $(TEST_CXX_BINS) $(TEST_CU_BINS) 142 # TEST_ALL_BIN is the test binary that links caffe dynamically. 143 TEST_ALL_BIN := $(TEST_BIN_DIR)/test_all.testbin 144 145 ############################## 146 # Derive compiler warning dump locations 147 ############################## 148 WARNS_EXT := warnings.txt 149 CXX_WARNS := $(addprefix $(BUILD_DIR)/, ${CXX_SRCS:.cpp=.o.$(WARNS_EXT)}) 150 CU_WARNS := $(addprefix $(BUILD_DIR)/cuda/, ${CU_SRCS:.cu=.o.$(WARNS_EXT)}) 151 TOOL_WARNS := $(addprefix $(BUILD_DIR)/, ${TOOL_SRCS:.cpp=.o.$(WARNS_EXT)}) 152 EXAMPLE_WARNS := $(addprefix $(BUILD_DIR)/, ${EXAMPLE_SRCS:.cpp=.o.$(WARNS_EXT)}) 153 TEST_WARNS := $(addprefix $(BUILD_DIR)/, ${TEST_SRCS:.cpp=.o.$(WARNS_EXT)}) 154 TEST_CU_WARNS := $(addprefix $(BUILD_DIR)/cuda/, ${TEST_CU_SRCS:.cu=.o.$(WARNS_EXT)}) 155 ALL_CXX_WARNS := $(CXX_WARNS) $(TOOL_WARNS) $(EXAMPLE_WARNS) $(TEST_WARNS) 156 ALL_CU_WARNS := $(CU_WARNS) $(TEST_CU_WARNS) 157 ALL_WARNS := $(ALL_CXX_WARNS) $(ALL_CU_WARNS) 158 159 EMPTY_WARN_REPORT := $(BUILD_DIR)/.$(WARNS_EXT) 160 NONEMPTY_WARN_REPORT := $(BUILD_DIR)/$(WARNS_EXT) 161 162 ############################## 163 # Derive include and lib directories 164 ############################## 165 CUDA_INCLUDE_DIR := $(CUDA_DIR)/include 166 167 CUDA_LIB_DIR := 168 # add <cuda>/lib64 only if it exists 169 ifneq ("$(wildcard $(CUDA_DIR)/lib64)","") 170 CUDA_LIB_DIR += $(CUDA_DIR)/lib64 171 endif 172 CUDA_LIB_DIR += $(CUDA_DIR)/lib 173 174 INCLUDE_DIRS += $(BUILD_INCLUDE_DIR) ./src ./include 175 ifneq ($(CPU_ONLY), 1) 176 INCLUDE_DIRS += $(CUDA_INCLUDE_DIR) 177 LIBRARY_DIRS += $(CUDA_LIB_DIR) 178 LIBRARIES := cudart cublas curand 179 endif 180 181 #LIBRARIES += glog gflags protobuf boost_system boost_filesystem m hdf5_hl hdf5 182 LIBRARIES += glog gflags protobuf boost_system boost_filesystem m hdf5_serial_hl hdf5_serial 183 184 # handle IO dependencies 185 USE_LEVELDB ?= 1 186 USE_LMDB ?= 1 187 USE_OPENCV ?= 1 188 189 ifeq ($(USE_LEVELDB), 1) 190 LIBRARIES += leveldb snappy 191 endif 192 ifeq ($(USE_LMDB), 1) 193 LIBRARIES += lmdb 194 endif 195 ifeq ($(USE_OPENCV), 1) 196 LIBRARIES += opencv_core opencv_highgui opencv_imgproc 197 198 ifeq ($(OPENCV_VERSION), 3) 199 LIBRARIES += opencv_imgcodecs 200 endif 201 202 endif 203 PYTHON_LIBRARIES ?= boost_python python2.7 204 WARNINGS := -Wall -Wno-sign-compare 205 206 ############################## 207 # Set build directories 208 ############################## 209 210 DISTRIBUTE_DIR ?= distribute 211 DISTRIBUTE_SUBDIRS := $(DISTRIBUTE_DIR)/bin $(DISTRIBUTE_DIR)/lib 212 DIST_ALIASES := dist 213 ifneq ($(strip $(DISTRIBUTE_DIR)),distribute) 214 DIST_ALIASES += distribute 215 endif 216 217 ALL_BUILD_DIRS := $(sort $(BUILD_DIR) $(addprefix $(BUILD_DIR)/, $(SRC_DIRS)) \\ 218 $(addprefix $(BUILD_DIR)/cuda/, $(SRC_DIRS)) \\ 219 $(LIB_BUILD_DIR) $(TEST_BIN_DIR) $(PY_PROTO_BUILD_DIR) $(LINT_OUTPUT_DIR) \\ 220 $(DISTRIBUTE_SUBDIRS) $(PROTO_BUILD_INCLUDE_DIR)) 221 222 ############################## 223 # Set directory for Doxygen-generated documentation 224 ############################## 225 DOXYGEN_CONFIG_FILE ?= ./.Doxyfile 226 # should be the same as OUTPUT_DIRECTORY in the .Doxyfile 227 DOXYGEN_OUTPUT_DIR ?= ./doxygen 228 DOXYGEN_COMMAND ?= doxygen 229 # All the files that might have Doxygen documentation. 230 DOXYGEN_SOURCES := $(shell find \\ 231 src/$(PROJECT) \\ 232 include/$(PROJECT) \\ 233 python/ \\ 234 matlab/ \\ 235 examples \\ 236 tools \\ 237 -name "*.cpp" -or -name "*.hpp" -or -name "*.cu" -or -name "*.cuh" -or \\ 238 -name "*.py" -or -name "*.m") 239 DOXYGEN_SOURCES += $(DOXYGEN_CONFIG_FILE) 240 241 242 ############################## 243 # Configure build 244 ############################## 245 246 # Determine platform 247 UNAME := $(shell uname -s) 248 ifeq ($(UNAME), Linux) 249 LINUX := 1 250 else ifeq ($(UNAME), Darwin) 251 OSX := 1 252 OSX_MAJOR_VERSION := $(shell sw_vers -productVersion | cut -f 1 -d .) 253 OSX_MINOR_VERSION := $(shell sw_vers -productVersion | cut -f 2 -d .) 254 endif 255 256 # Linux 257 ifeq ($(LINUX), 1) 258 CXX ?= /usr/bin/g++ 259 GCCVERSION := $(shell $(CXX) -dumpversion | cut -f1,2 -d.) 260 # older versions of gcc are too dumb to build boost with -Wuninitalized 261 ifeq ($(shell echo | awk \'{exit $(GCCVERSION) < 4.6;}\'), 1) 262 WARNINGS += -Wno-uninitialized 263 endif 264 # boost::thread is reasonably called boost_thread (compare OS X) 265 # We will also explicitly add stdc++ to the link target. 266 LIBRARIES += boost_thread stdc++ 267 VERSIONFLAGS += -Wl,-soname,$(DYNAMIC_VERSIONED_NAME_SHORT) -Wl,-rpath,$(ORIGIN)/../lib 268 endif 269 270 # OS X: 271 # clang++ instead of g++ 272 # libstdc++ for NVCC compatibility on OS X >= 10.9 with CUDA < 7.0 273 ifeq ($(OSX), 1) 274 CXX := /usr/bin/clang++ 275 ifneq ($(CPU_ONLY), 1) 276 CUDA_VERSION := $(shell $(CUDA_DIR)/bin/nvcc -V | grep -o \'release [0-9.]*\' | tr -d \'[a-z ]\') 277 ifeq ($(shell echo | awk \'{exit $(CUDA_VERSION) < 7.0;}\'), 1) 278 CXXFLAGS += -stdlib=libstdc++ 279 LINKFLAGS += -stdlib=libstdc++ 280 endif 281 #Ubuntu 16.04 调试caffe深度学习框架CAFFE：Ubuntu 下安装jupyter notebook
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