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 # clang throws this warning for cuda headers
282 WARNINGS += -Wno-unneeded-internal-declaration
283 # 10.11 strips DYLD_* env vars so link CUDA (rpath is available on 10.5+)
284 OSX_10_OR_LATER := $(shell [ $(OSX_MAJOR_VERSION) -ge 10 ] && echo true)
285 OSX_10_5_OR_LATER := $(shell [ $(OSX_MINOR_VERSION) -ge 5 ] && echo true)
286 ifeq ($(OSX_10_OR_LATER),true)
287 ifeq ($(OSX_10_5_OR_LATER),true)
288 LDFLAGS += -Wl,-rpath,$(CUDA_LIB_DIR)
289 endif
290 endif
291 endif
292 # gtest needs to use its own tuple to not conflict with clang
293 COMMON_FLAGS += -DGTEST_USE_OWN_TR1_TUPLE=1
294 # boost::thread is called boost_thread-mt to mark multithreading on OS X
295 LIBRARIES += boost_thread-mt
296 # we need to explicitly ask for the rpath to be obeyed
297 ORIGIN := @loader_path
298 VERSIONFLAGS += -Wl,-install_name,@rpath/$(DYNAMIC_VERSIONED_NAME_SHORT) -Wl,-rpath,$(ORIGIN)/../../build/lib
299 else
300 ORIGIN := \$$ORIGIN
301 endif
302
303 # Custom compiler
304 ifdef CUSTOM_CXX
305 CXX := $(CUSTOM_CXX)
306 endif
307
308 # Static linking
309 ifneq (,$(findstring clang++,$(CXX)))
310 STATIC_LINK_COMMAND := -Wl,-force_load $(STATIC_NAME)
311 else ifneq (,$(findstring g++,$(CXX)))
312 STATIC_LINK_COMMAND := -Wl,--whole-archive $(STATIC_NAME) -Wl,--no-whole-archive
313 else
314 # The following line must not be indented with a tab, since we are not inside a target
315 $(error Cannot static link with the $(CXX) compiler)
316 endif
317
318 # Debugging
319 ifeq ($(DEBUG), 1)
320 COMMON_FLAGS += -DDEBUG -g -O0
321 NVCCFLAGS += -G
322 else
323 COMMON_FLAGS += -DNDEBUG -O2
324 endif
325
326 # cuDNN acceleration configuration.
327 ifeq ($(USE_CUDNN), 1)
328 LIBRARIES += cudnn
329 COMMON_FLAGS += -DUSE_CUDNN
330 endif
331
332 # NCCL acceleration configuration
333 ifeq ($(USE_NCCL), 1)
334 LIBRARIES += nccl
335 COMMON_FLAGS += -DUSE_NCCL
336 endif
337
338 # configure IO libraries
339 ifeq ($(USE_OPENCV), 1)
340 COMMON_FLAGS += -DUSE_OPENCV
341 endif
342 ifeq ($(USE_LEVELDB), 1)
343 COMMON_FLAGS += -DUSE_LEVELDB
344 endif
345 ifeq ($(USE_LMDB), 1)
346 COMMON_FLAGS += -DUSE_LMDB
347 ifeq ($(ALLOW_LMDB_NOLOCK), 1)
348 COMMON_FLAGS += -DALLOW_LMDB_NOLOCK
349 endif
350 endif
351
352 # CPU-only configuration
353 ifeq ($(CPU_ONLY), 1)
354 OBJS := $(PROTO_OBJS) $(CXX_OBJS)
355 TEST_OBJS := $(TEST_CXX_OBJS)
356 TEST_BINS := $(TEST_CXX_BINS)
357 ALL_WARNS := $(ALL_CXX_WARNS)
358 TEST_FILTER := --gtest_filter="-*GPU*"
359 COMMON_FLAGS += -DCPU_ONLY
360 endif
361
362 # Python layer support
363 ifeq ($(WITH_PYTHON_LAYER), 1)
364 COMMON_FLAGS += -DWITH_PYTHON_LAYER
365 LIBRARIES += $(PYTHON_LIBRARIES)
366 endif
367
368 # BLAS configuration (default = ATLAS)
369 BLAS ?= atlas
370 ifeq ($(BLAS), mkl)
371 # MKL
372 LIBRARIES += mkl_rt
373 COMMON_FLAGS += -DUSE_MKL
374 MKLROOT ?= /opt/intel/mkl
375 BLAS_INCLUDE ?= $(MKLROOT)/include
376 BLAS_LIB ?= $(MKLROOT)/lib $(MKLROOT)/lib/intel64
377 else ifeq ($(BLAS), open)
378 # OpenBLAS
379 LIBRARIES += openblas
380 else
381 # ATLAS
382 ifeq ($(LINUX), 1)
383 ifeq ($(BLAS), atlas)
384 # Linux simply has cblas and atlas
385 LIBRARIES += cblas atlas
386 endif
387 else ifeq ($(OSX), 1)
388 # OS X packages atlas as the vecLib framework
389 LIBRARIES += cblas
390 # 10.10 has accelerate while 10.9 has veclib
391 XCODE_CLT_VER := $(shell pkgutil --pkg-info=com.apple.pkg.CLTools_Executables | grep ‘version‘ | sed ‘s/[^0-9]*\([0-9]\).*/\1/‘)
392 XCODE_CLT_GEQ_7 := $(shell [ $(XCODE_CLT_VER) -gt 6 ] && echo 1)
393 XCODE_CLT_GEQ_6 := $(shell [ $(XCODE_CLT_VER) -gt 5 ] && echo 1)
394 ifeq ($(XCODE_CLT_GEQ_7), 1)
395 BLAS_INCLUDE ?= /Applications/Xcode.app/Contents/Developer/Platforms/MacOSX.platform/Developer/SDKs/$(shell ls /Applications/Xcode.app/Contents/Developer/Platforms/MacOSX.platform/Developer/SDKs/ | sort | tail -1)/System/Library/Frameworks/Accelerate.framework/Versions/A/Frameworks/vecLib.framework/Versions/A/Headers
396 else ifeq ($(XCODE_CLT_GEQ_6), 1)
397 BLAS_INCLUDE ?= /System/Library/Frameworks/Accelerate.framework/Versions/Current/Frameworks/vecLib.framework/Headers/
398 LDFLAGS += -framework Accelerate
399 else
400 BLAS_INCLUDE ?= /System/Library/Frameworks/vecLib.framework/Versions/Current/Headers/
401 LDFLAGS += -framework vecLib
402 endif
403 endif
404 endif
405 INCLUDE_DIRS += $(BLAS_INCLUDE)
406 LIBRARY_DIRS += $(BLAS_LIB)
407
408 LIBRARY_DIRS += $(LIB_BUILD_DIR)
409
410 # Automatic dependency generation (nvcc is handled separately)
411 CXXFLAGS += -MMD -MP
412
413 # Complete build flags.
414 COMMON_FLAGS += $(foreach includedir,$(INCLUDE_DIRS),-I$(includedir))
415 CXXFLAGS += -pthread -fPIC $(COMMON_FLAGS) $(WARNINGS)
416 #NVCCFLAGS += -ccbin=$(CXX) -Xcompiler -fPIC $(COMMON_FLAGS)
417 #----caffe --
418 NVCCFLAGS += -D_FORCE_INLINES -ccbin=$(CXX) -Xcompiler -fPIC $(COMMON_FLAGS)
419
420 # mex may invoke an older gcc that is too liberal with -Wuninitalized
421 MATLAB_CXXFLAGS := $(CXXFLAGS) -Wno-uninitialized
422 LINKFLAGS += -pthread -fPIC $(COMMON_FLAGS) $(WARNINGS)
423
424 USE_PKG_CONFIG ?= 0
425 ifeq ($(USE_PKG_CONFIG), 1)
426 PKG_CONFIG := $(shell pkg-config opencv --libs)
427 else
428 PKG_CONFIG :=
429 endif
430 LDFLAGS += $(foreach librarydir,$(LIBRARY_DIRS),-L$(librarydir)) $(PKG_CONFIG) 431 $(foreach library,$(LIBRARIES),-l$(library))
432 PYTHON_LDFLAGS := $(LDFLAGS) $(foreach library,$(PYTHON_LIBRARIES),-l$(library))
433
434 # ‘superclean‘ target recursively* deletes all files ending with an extension
435 # in $(SUPERCLEAN_EXTS) below. This may be useful if you‘ve built older
436 # versions of Caffe that do not place all generated files in a location known
437 # to the ‘clean‘ target.
438 #
439 # ‘supercleanlist‘ will list the files to be deleted by make superclean.
440 #
441 # * Recursive with the exception that symbolic links are never followed, per the
442 # default behavior of ‘find‘.
443 SUPERCLEAN_EXTS := .so .a .o .bin .testbin .pb.cc .pb.h _pb2.py .cuo
444
445 # Set the sub-targets of the ‘everything‘ target.
446 EVERYTHING_TARGETS := all py$(PROJECT) test warn lint
447 # Only build matcaffe as part of "everything" if MATLAB_DIR is specified.
448 ifneq ($(MATLAB_DIR),)
449 EVERYTHING_TARGETS += mat$(PROJECT)
450 endif
451
452 ##############################
453 # Define build targets
454 ##############################
455 .PHONY: all lib test clean docs linecount lint lintclean tools examples $(DIST_ALIASES) 456 py mat py$(PROJECT) mat$(PROJECT) proto runtest 457 superclean supercleanlist supercleanfiles warn everything
458
459 all: lib tools examples
460
461 lib: $(STATIC_NAME) $(DYNAMIC_NAME)
462
463 everything: $(EVERYTHING_TARGETS)
464
465 linecount:
466 cloc --read-lang-def=$(PROJECT).cloc 467 src/$(PROJECT) include/$(PROJECT) tools examples 468 python matlab
469
470 lint: $(EMPTY_LINT_REPORT)
471
472 lintclean:
473 @ $(RM) -r $(LINT_OUTPUT_DIR) $(EMPTY_LINT_REPORT) $(NONEMPTY_LINT_REPORT)
474
475 docs: $(DOXYGEN_OUTPUT_DIR)
476 @ cd ./docs ; ln -sfn ../$(DOXYGEN_OUTPUT_DIR)/html doxygen
477
478 $(DOXYGEN_OUTPUT_DIR): $(DOXYGEN_CONFIG_FILE) $(DOXYGEN_SOURCES)
479 $(DOXYGEN_COMMAND) $(DOXYGEN_CONFIG_FILE)
480
481 $(EMPTY_LINT_REPORT): $(LINT_OUTPUTS) | $(BUILD_DIR)
482 @ cat $(LINT_OUTPUTS) > [email protected]
483 @ if [ -s "[email protected]" ]; then 484 cat [email protected]; 485 mv [email protected] $(NONEMPTY_LINT_REPORT); 486 echo "Found one or more lint errors."; 487 exit 1; 488 fi; 489 $(RM) $(NONEMPTY_LINT_REPORT); 490 echo "No lint errors!";
491
492 $(LINT_OUTPUTS): $(LINT_OUTPUT_DIR)/%.lint.txt : % $(LINT_SCRIPT) | $(LINT_OUTPUT_DIR)
493 @ mkdir -p $(dir [email protected])
494 @ python $(LINT_SCRIPT) $< 2>&1 495 | grep -v "^Done processing " 496 | grep -v "^Total errors found: 0" 497 > [email protected] 498 || true
499
500 test: $(TEST_ALL_BIN) $(TEST_ALL_DYNLINK_BIN) $(TEST_BINS)
501
502 tools: $(TOOL_BINS) $(TOOL_BIN_LINKS)
503
504 examples: $(EXAMPLE_BINS)
505
506 py$(PROJECT): py
507
508 py: $(PY$(PROJECT)_SO) $(PROTO_GEN_PY)
509
510 $(PY$(PROJECT)_SO): $(PY$(PROJECT)_SRC) $(PY$(PROJECT)_HXX) | $(DYNAMIC_NAME)
511 @ echo CXX/LD -o [email protected] $<
512 $(Q)$(CXX) -shared -o [email protected] $(PY$(PROJECT)_SRC) 513 -o [email protected] $(LINKFLAGS) -l$(LIBRARY_NAME) $(PYTHON_LDFLAGS) 514 -Wl,-rpath,$(ORIGIN)/../../build/lib
515
516 mat$(PROJECT): mat
517
518 mat: $(MAT$(PROJECT)_SO)
519
520 $(MAT$(PROJECT)_SO): $(MAT$(PROJECT)_SRC) $(STATIC_NAME)
521 @ if [ -z "$(MATLAB_DIR)" ]; then 522 echo "MATLAB_DIR must be specified in $(CONFIG_FILE)" 523 "to build mat$(PROJECT)."; 524 exit 1; 525 fi
526 @ echo MEX $<
527 $(Q)$(MATLAB_DIR)/bin/mex $(MAT$(PROJECT)_SRC) 528 CXX="$(CXX)" 529 CXXFLAGS="\$$CXXFLAGS $(MATLAB_CXXFLAGS)" 530 CXXLIBS="\$$CXXLIBS $(STATIC_LINK_COMMAND) $(LDFLAGS)" -output [email protected]
531 @ if [ -f "$(PROJECT)_.d" ]; then 532 mv -f $(PROJECT)_.d $(BUILD_DIR)/${MAT$(PROJECT)_SO:.$(MAT_SO_EXT)=.d}; 533 fi
534
535 runtest: $(TEST_ALL_BIN)
536 $(TOOL_BUILD_DIR)/caffe
537 $(TEST_ALL_BIN) $(TEST_GPUID) --gtest_shuffle $(TEST_FILTER)
538
539 pytest: py
540 cd python; python -m unittest discover -s caffe/test
541
542 mattest: mat
543 cd matlab; $(MATLAB_DIR)/bin/matlab -nodisplay -r ‘caffe.run_tests(), exit()‘
544
545 warn: $(EMPTY_WARN_REPORT)
546
547 $(EMPTY_WARN_REPORT): $(ALL_WARNS) | $(BUILD_DIR)
548 @ cat $(ALL_WARNS) > [email protected]
549 @ if [ -s "[email protected]" ]; then 550 cat [email protected]; 551 mv [email protected] $(NONEMPTY_WARN_REPORT); 552 echo "Compiler produced one or more warnings."; 553 exit 1; 554 fi; 555 $(RM) $(NONEMPTY_WARN_REPORT); 556 echo "No compiler warnings!";
557
558 $(ALL_WARNS): %.o.$(WARNS_EXT) : %.o
559
560 $(BUILD_DIR_LINK): $(BUILD_DIR)/.linked
561
562 # Create a target ".linked" in this BUILD_DIR to tell Make that the "build" link
563 # is currently correct, then delete the one in the OTHER_BUILD_DIR in case it
564 # exists and $(DEBUG) is toggled later.
565 $(BUILD_DIR)/.linked:
566 @ mkdir -p $(BUILD_DIR)
567 @ $(RM) $(OTHER_BUILD_DIR)/.linked
568 @ $(RM) -r $(BUILD_DIR_LINK)
569 @ ln -s $(BUILD_DIR) $(BUILD_DIR_LINK)
570 @ touch [email protected]
571
572 $(ALL_BUILD_DIRS): | $(BUILD_DIR_LINK)
573 @ mkdir -p [email protected]
574
575 $(DYNAMIC_NAME): $(OBJS) | $(LIB_BUILD_DIR)
576 @ echo LD -o [email protected]
577 $(Q)$(CXX) -shared -o [email protected] $(OBJS) $(VERSIONFLAGS) $(LINKFLAGS) $(LDFLAGS)
578 @ cd $(BUILD_DIR)/lib; rm -f $(DYNAMIC_NAME_SHORT); ln -s $(DYNAMIC_VERSIONED_NAME_SHORT) $(DYNAMIC_NAME_SHORT)
579
580 $(STATIC_NAME): $(OBJS) | $(LIB_BUILD_DIR)
581 @ echo AR -o [email protected]
582 $(Q)ar rcs [email protected] $(OBJS)
583
584 $(BUILD_DIR)/%.o: %.cpp $(PROTO_GEN_HEADER) | $(ALL_BUILD_DIRS)
585 @ echo CXX $<
586 $(Q)$(CXX) $< $(CXXFLAGS) -c -o [email protected] 2> [email protected]$(WARNS_EXT) 587 || (cat [email protected]$(WARNS_EXT); exit 1)
588 @ cat [email protected]$(WARNS_EXT)
589
590 $(PROTO_BUILD_DIR)/%.pb.o: $(PROTO_BUILD_DIR)/%.pb.cc $(PROTO_GEN_HEADER) 591 | $(PROTO_BUILD_DIR)
592 @ echo CXX $<
593 $(Q)$(CXX) $< $(CXXFLAGS) -c -o [email protected] 2> [email protected]$(WARNS_EXT) 594 || (cat [email protected]$(WARNS_EXT); exit 1)
595 @ cat [email protected]$(WARNS_EXT)
596
597 $(BUILD_DIR)/cuda/%.o: %.cu | $(ALL_BUILD_DIRS)
598 @ echo NVCC $<
599 $(Q)$(CUDA_DIR)/bin/nvcc $(NVCCFLAGS) $(CUDA_ARCH) -M $< -o ${@:.o=.d} 600 -odir $(@D)
601 $(Q)$(CUDA_DIR)/bin/nvcc $(NVCCFLAGS) $(CUDA_ARCH) -c $< -o [email protected] 2> [email protected]$(WARNS_EXT) 602 || (cat [email protected]$(WARNS_EXT); exit 1)
603 @ cat [email protected]$(WARNS_EXT)
604
605 $(TEST_ALL_BIN): $(TEST_MAIN_SRC) $(TEST_OBJS) $(GTEST_OBJ) 606 | $(DYNAMIC_NAME) $(TEST_BIN_DIR)
607 @ echo CXX/LD -o [email protected] $<
608 $(Q)$(CXX) $(TEST_MAIN_SRC) $(TEST_OBJS) $(GTEST_OBJ) 609 -o [email protected] $(LINKFLAGS) $(LDFLAGS) -l$(LIBRARY_NAME) -Wl,-rpath,$(ORIGIN)/../lib
610
611 $(TEST_CU_BINS): $(TEST_BIN_DIR)/%.testbin: $(TEST_CU_BUILD_DIR)/%.o 612 $(GTEST_OBJ) | $(DYNAMIC_NAME) $(TEST_BIN_DIR)
613 @ echo LD $<
614 $(Q)$(CXX) $(TEST_MAIN_SRC) $< $(GTEST_OBJ) 615 -o [email protected] $(LINKFLAGS) $(LDFLAGS) -l$(LIBRARY_NAME) -Wl,-rpath,$(ORIGIN)/../lib
616
617 $(TEST_CXX_BINS): $(TEST_BIN_DIR)/%.testbin: $(TEST_CXX_BUILD_DIR)/%.o 618 $(GTEST_OBJ) | $(DYNAMIC_NAME) $(TEST_BIN_DIR)
619 @ echo LD $<
620 $(Q)$(CXX) $(TEST_MAIN_SRC) $< $(GTEST_OBJ) 621 -o [email protected] $(LINKFLAGS) $(LDFLAGS) -l$(LIBRARY_NAME) -Wl,-rpath,$(ORIGIN)/../lib
622
623 # Target for extension-less symlinks to tool binaries with extension ‘*.bin‘.
624 $(TOOL_BUILD_DIR)/%: $(TOOL_BUILD_DIR)/%.bin | $(TOOL_BUILD_DIR)
625 @ $(RM) [email protected]
626 @ ln -s $(notdir $<) [email protected]
627
628 $(TOOL_BINS): %.bin : %.o | $(DYNAMIC_NAME)
629 @ echo CXX/LD -o [email protected]
630 $(Q)$(CXX) $< -o [email protected] $(LINKFLAGS) -l$(LIBRARY_NAME) $(LDFLAGS) 631 -Wl,-rpath,$(ORIGIN)/../lib
632
633 $(EXAMPLE_BINS): %.bin : %.o | $(DYNAMIC_NAME)
634 @ echo CXX/LD -o [email protected]
635 $(Q)$(CXX) $< -o [email protected] $(LINKFLAGS) -l$(LIBRARY_NAME) $(LDFLAGS) 636 -Wl,-rpath,$(ORIGIN)/../../lib
637
638 proto: $(PROTO_GEN_CC) $(PROTO_GEN_HEADER)
639
640 $(PROTO_BUILD_DIR)/%.pb.cc $(PROTO_BUILD_DIR)/%.pb.h : 641 $(PROTO_SRC_DIR)/%.proto | $(PROTO_BUILD_DIR)
642 @ echo PROTOC $<
643 $(Q)protoc --proto_path=$(PROTO_SRC_DIR) --cpp_out=$(PROTO_BUILD_DIR) $<
644
645 $(PY_PROTO_BUILD_DIR)/%_pb2.py : $(PROTO_SRC_DIR)/%.proto 646 $(PY_PROTO_INIT) | $(PY_PROTO_BUILD_DIR)
647 @ echo PROTOC \(python\) $<
648 $(Q)protoc --proto_path=$(PROTO_SRC_DIR) --python_out=$(PY_PROTO_BUILD_DIR) $<
649
650 $(PY_PROTO_INIT): | $(PY_PROTO_BUILD_DIR)
651 touch $(PY_PROTO_INIT)
652
653 clean:
654 @- $(RM) -rf $(ALL_BUILD_DIRS)
655 @- $(RM) -rf $(OTHER_BUILD_DIR)
656 @- $(RM) -rf $(BUILD_DIR_LINK)
657 @- $(RM) -rf $(DISTRIBUTE_DIR)
658 @- $(RM) $(PY$(PROJECT)_SO)
659 @- $(RM) $(MAT$(PROJECT)_SO)
660
661 supercleanfiles:
662 $(eval SUPERCLEAN_FILES := $(strip 663 $(foreach ext,$(SUPERCLEAN_EXTS), $(shell find . -name ‘*$(ext)‘ 664 -not -path ‘./data/*‘))))
665
666 supercleanlist: supercleanfiles
667 @ 668 if [ -z "$(SUPERCLEAN_FILES)" ]; then 669 echo "No generated files found."; 670 else 671 echo $(SUPERCLEAN_FILES) | tr ‘ ‘ ‘\n‘; 672 fi
673
674 superclean: clean supercleanfiles
675 @ 676 if [ -z "$(SUPERCLEAN_FILES)" ]; then 677 echo "No generated files found."; 678 else 679 echo "Deleting the following generated files:"; 680 echo $(SUPERCLEAN_FILES) | tr ‘ ‘ ‘\n‘; 681 $(RM) $(SUPERCLEAN_FILES); 682 fi
683
684 $(DIST_ALIASES): $(DISTRIBUTE_DIR)
685
686 $(DISTRIBUTE_DIR): all py | $(DISTRIBUTE_SUBDIRS)
687 # add proto
688 cp -r src/caffe/proto $(DISTRIBUTE_DIR)/
689 # add include
690 cp -r include $(DISTRIBUTE_DIR)/
691 mkdir -p $(DISTRIBUTE_DIR)/include/caffe/proto
692 cp $(PROTO_GEN_HEADER_SRCS) $(DISTRIBUTE_DIR)/include/caffe/proto
693 # add tool and example binaries
694 cp $(TOOL_BINS) $(DISTRIBUTE_DIR)/bin
695 cp $(EXAMPLE_BINS) $(DISTRIBUTE_DIR)/bin
696 # add libraries
697 cp $(STATIC_NAME) $(DISTRIBUTE_DIR)/lib
698 install -m 644 $(DYNAMIC_NAME) $(DISTRIBUTE_DIR)/lib
699 cd $(DISTRIBUTE_DIR)/lib; rm -f $(DYNAMIC_NAME_SHORT); ln -s $(DYNAMIC_VERSIONED_NAME_SHORT) $(DYNAMIC_NAME_SHORT)
700 # add python - it‘s not the standard way, indeed...
701 cp -r python $(DISTRIBUTE_DIR)/
702
703 -include $(DEPS)
1.4 配置完成开始编译
1 cd caffe 2 sudo make clean 3 sudo make all #或者make all -j4(代表4核，或者j8) 4 sudo make test 5 sudo make runtest #或者sudo make runtest -j8 6 sudo make pycaffe
到运行code5，出现这个界面后，执行code6无报错则配置caffe结束
原文地址：https://www.cnblogs.com/pertor/p/8732738.html
时间： 2024-10-06 03:16:23