undefined reference to Mat_VarCreate'

我们之前所写的方法，发现只能在QT编译模式下解决这个问题，而在指令行模式下不能编译通过，因为QT模式基于cmake，而make all基于Makefile

因而我们参照DeepLab的Makefile文件：

发现只要将其中关于matio的内容加到我们的对应文件中就能解决问题。

https://bitbucket.org/aquariusjay/deeplab-public-ver2/src/071ef5a59aad8d9e6e1f5b8dff3d7a5c984a3d3a/Makefile?at=master&fileviewer=file-view-default

PROJECT := caffeCONFIG_FILE := Makefile.config# Explicitly check for the config file, otherwise make -k will proceed anyway.ifeq ($(wildcard $(CONFIG_FILE)),)$(error $(CONFIG_FILE) not found. See $(CONFIG_FILE).example.)endifinclude $(CONFIG_FILE)BUILD_DIR_LINK := $(BUILD_DIR)ifeq ($(RELEASE_BUILD_DIR),)RELEASE_BUILD_DIR := .$(BUILD_DIR)_releaseendififeq ($(DEBUG_BUILD_DIR),)DEBUG_BUILD_DIR := .$(BUILD_DIR)_debugendifDEBUG ?= 0ifeq ($(DEBUG), 1)BUILD_DIR := $(DEBUG_BUILD_DIR)OTHER_BUILD_DIR := $(RELEASE_BUILD_DIR)elseBUILD_DIR := $(RELEASE_BUILD_DIR)OTHER_BUILD_DIR := $(DEBUG_BUILD_DIR)endif# All of the directories containing code.SRC_DIRS := $(shell find * -type d -exec bash -c "find {} -maxdepth 1 \\( -name '*.cpp' -o -name '*.proto' \) | grep -q ." \; -print)# The target shared library nameLIBRARY_NAME := $(PROJECT)LIB_BUILD_DIR := $(BUILD_DIR)/libSTATIC_NAME := $(LIB_BUILD_DIR)/lib$(LIBRARY_NAME).aDYNAMIC_VERSION_MAJOR := 1DYNAMIC_VERSION_MINOR := 0DYNAMIC_VERSION_REVISION := 0-rc3DYNAMIC_NAME_SHORT := lib$(LIBRARY_NAME).so#DYNAMIC_SONAME_SHORT := $(DYNAMIC_NAME_SHORT).$(DYNAMIC_VERSION_MAJOR)DYNAMIC_VERSIONED_NAME_SHORT := $(DYNAMIC_NAME_SHORT).$(DYNAMIC_VERSION_MAJOR).$(DYNAMIC_VERSION_MINOR).$(DYNAMIC_VERSION_REVISION)DYNAMIC_NAME := $(LIB_BUILD_DIR)/$(DYNAMIC_VERSIONED_NAME_SHORT)COMMON_FLAGS += -DCAFFE_VERSION=$(DYNAMIC_VERSION_MAJOR).$(DYNAMIC_VERSION_MINOR).$(DYNAMIC_VERSION_REVISION)############################### Get all source files############################### CXX_SRCS are the source files excluding the test ones.CXX_SRCS := $(shell find src/$(PROJECT) ! -name "test_*.cpp" -name "*.cpp")# CU_SRCS are the cuda source filesCU_SRCS := $(shell find src/$(PROJECT) ! -name "test_*.cu" -name "*.cu")# TEST_SRCS are the test source filesTEST_MAIN_SRC := src/$(PROJECT)/test/test_caffe_main.cppTEST_SRCS := $(shell find src/$(PROJECT) -name "test_*.cpp")TEST_SRCS := $(filter-out $(TEST_MAIN_SRC), $(TEST_SRCS))TEST_CU_SRCS := $(shell find src/$(PROJECT) -name "test_*.cu")GTEST_SRC := src/gtest/gtest-all.cpp# TOOL_SRCS are the source files for the tool binariesTOOL_SRCS := $(shell find tools -name "*.cpp")# EXAMPLE_SRCS are the source files for the example binariesEXAMPLE_SRCS := $(shell find examples -name "*.cpp")# BUILD_INCLUDE_DIR contains any generated header files we want to include.BUILD_INCLUDE_DIR := $(BUILD_DIR)/src# PROTO_SRCS are the protocol buffer definitionsPROTO_SRC_DIR := src/$(PROJECT)/protoPROTO_SRCS := $(wildcard $(PROTO_SRC_DIR)/*.proto)# PROTO_BUILD_DIR will contain the .cc and obj files generated from# PROTO_SRCS; PROTO_BUILD_INCLUDE_DIR will contain the .h header filesPROTO_BUILD_DIR := $(BUILD_DIR)/$(PROTO_SRC_DIR)PROTO_BUILD_INCLUDE_DIR := $(BUILD_INCLUDE_DIR)/$(PROJECT)/proto# NONGEN_CXX_SRCS includes all source/header files except those generated# automatically (e.g., by proto).NONGEN_CXX_SRCS := $(shell find \src/$(PROJECT) \include/$(PROJECT) \python/$(PROJECT) \matlab/+$(PROJECT)/private \examples \tools \-name "*.cpp" -or -name "*.hpp" -or -name "*.cu" -or -name "*.cuh")LINT_SCRIPT := scripts/cpp_lint.pyLINT_OUTPUT_DIR := $(BUILD_DIR)/.lintLINT_EXT := lint.txtLINT_OUTPUTS := $(addsuffix .$(LINT_EXT), $(addprefix $(LINT_OUTPUT_DIR)/, $(NONGEN_CXX_SRCS)))EMPTY_LINT_REPORT := $(BUILD_DIR)/.$(LINT_EXT)NONEMPTY_LINT_REPORT := $(BUILD_DIR)/$(LINT_EXT)# PY$(PROJECT)_SRC is the python wrapper for $(PROJECT)PY$(PROJECT)_SRC := python/$(PROJECT)/_$(PROJECT).cppPY$(PROJECT)_SO := python/$(PROJECT)/_$(PROJECT).soPY$(PROJECT)_HXX := include/$(PROJECT)/layers/python_layer.hpp# MAT$(PROJECT)_SRC is the mex entrance point of matlab package for $(PROJECT)MAT$(PROJECT)_SRC := matlab/+$(PROJECT)/private/$(PROJECT)_.cppifneq ($(MATLAB_DIR),)MAT_SO_EXT := $(shell $(MATLAB_DIR)/bin/mexext)endifMAT$(PROJECT)_SO := matlab/+$(PROJECT)/private/$(PROJECT)_.$(MAT_SO_EXT)############################### Derive generated files############################### The generated files for protocol buffersPROTO_GEN_HEADER_SRCS := $(addprefix $(PROTO_BUILD_DIR)/, \$(notdir ${PROTO_SRCS:.proto=.pb.h}))PROTO_GEN_HEADER := $(addprefix $(PROTO_BUILD_INCLUDE_DIR)/, \$(notdir ${PROTO_SRCS:.proto=.pb.h}))PROTO_GEN_CC := $(addprefix $(BUILD_DIR)/, ${PROTO_SRCS:.proto=.pb.cc})PY_PROTO_BUILD_DIR := python/$(PROJECT)/protoPY_PROTO_INIT := python/$(PROJECT)/proto/__init__.pyPROTO_GEN_PY := $(foreach file,${PROTO_SRCS:.proto=_pb2.py}, \$(PY_PROTO_BUILD_DIR)/$(notdir $(file)))# The objects corresponding to the source files# These objects will be linked into the final shared library, so we# exclude the tool, example, and test objects.CXX_OBJS := $(addprefix $(BUILD_DIR)/, ${CXX_SRCS:.cpp=.o})CU_OBJS := $(addprefix $(BUILD_DIR)/cuda/, ${CU_SRCS:.cu=.o})PROTO_OBJS := ${PROTO_GEN_CC:.cc=.o}OBJS := $(PROTO_OBJS) $(CXX_OBJS) $(CU_OBJS)# tool, example, and test objectsTOOL_OBJS := $(addprefix $(BUILD_DIR)/, ${TOOL_SRCS:.cpp=.o})TOOL_BUILD_DIR := $(BUILD_DIR)/toolsTEST_CXX_BUILD_DIR := $(BUILD_DIR)/src/$(PROJECT)/testTEST_CU_BUILD_DIR := $(BUILD_DIR)/cuda/src/$(PROJECT)/testTEST_CXX_OBJS := $(addprefix $(BUILD_DIR)/, ${TEST_SRCS:.cpp=.o})TEST_CU_OBJS := $(addprefix $(BUILD_DIR)/cuda/, ${TEST_CU_SRCS:.cu=.o})TEST_OBJS := $(TEST_CXX_OBJS) $(TEST_CU_OBJS)GTEST_OBJ := $(addprefix $(BUILD_DIR)/, ${GTEST_SRC:.cpp=.o})EXAMPLE_OBJS := $(addprefix $(BUILD_DIR)/, ${EXAMPLE_SRCS:.cpp=.o})# Output files for automatic dependency generationDEPS := ${CXX_OBJS:.o=.d} ${CU_OBJS:.o=.d} ${TEST_CXX_OBJS:.o=.d} \${TEST_CU_OBJS:.o=.d} $(BUILD_DIR)/${MAT$(PROJECT)_SO:.$(MAT_SO_EXT)=.d}# tool, example, and test binsTOOL_BINS := ${TOOL_OBJS:.o=.bin}EXAMPLE_BINS := ${EXAMPLE_OBJS:.o=.bin}# symlinks to tool bins without the ".bin" extensionTOOL_BIN_LINKS := ${TOOL_BINS:.bin=}# Put the test binaries in build/test for convenience.TEST_BIN_DIR := $(BUILD_DIR)/testTEST_CU_BINS := $(addsuffix .testbin,$(addprefix $(TEST_BIN_DIR)/, \$(foreach obj,$(TEST_CU_OBJS),$(basename $(notdir $(obj))))))TEST_CXX_BINS := $(addsuffix .testbin,$(addprefix $(TEST_BIN_DIR)/, \$(foreach obj,$(TEST_CXX_OBJS),$(basename $(notdir $(obj))))))TEST_BINS := $(TEST_CXX_BINS) $(TEST_CU_BINS)# TEST_ALL_BIN is the test binary that links caffe dynamically.TEST_ALL_BIN := $(TEST_BIN_DIR)/test_all.testbin############################### Derive compiler warning dump locations##############################WARNS_EXT := warnings.txtCXX_WARNS := $(addprefix $(BUILD_DIR)/, ${CXX_SRCS:.cpp=.o.$(WARNS_EXT)})CU_WARNS := $(addprefix $(BUILD_DIR)/cuda/, ${CU_SRCS:.cu=.o.$(WARNS_EXT)})TOOL_WARNS := $(addprefix $(BUILD_DIR)/, ${TOOL_SRCS:.cpp=.o.$(WARNS_EXT)})EXAMPLE_WARNS := $(addprefix $(BUILD_DIR)/, ${EXAMPLE_SRCS:.cpp=.o.$(WARNS_EXT)})TEST_WARNS := $(addprefix $(BUILD_DIR)/, ${TEST_SRCS:.cpp=.o.$(WARNS_EXT)})TEST_CU_WARNS := $(addprefix $(BUILD_DIR)/cuda/, ${TEST_CU_SRCS:.cu=.o.$(WARNS_EXT)})ALL_CXX_WARNS := $(CXX_WARNS) $(TOOL_WARNS) $(EXAMPLE_WARNS) $(TEST_WARNS)ALL_CU_WARNS := $(CU_WARNS) $(TEST_CU_WARNS)ALL_WARNS := $(ALL_CXX_WARNS) $(ALL_CU_WARNS)EMPTY_WARN_REPORT := $(BUILD_DIR)/.$(WARNS_EXT)NONEMPTY_WARN_REPORT := $(BUILD_DIR)/$(WARNS_EXT)############################### Derive include and lib directories##############################CUDA_INCLUDE_DIR := $(CUDA_DIR)/includeCUDA_LIB_DIR :=# add <cuda>/lib64 only if it existsifneq ("$(wildcard $(CUDA_DIR)/lib64)","")CUDA_LIB_DIR += $(CUDA_DIR)/lib64endifCUDA_LIB_DIR += $(CUDA_DIR)/libINCLUDE_DIRS += $(BUILD_INCLUDE_DIR) ./src ./includeifneq ($(CPU_ONLY), 1)INCLUDE_DIRS += $(CUDA_INCLUDE_DIR)LIBRARY_DIRS += $(CUDA_LIB_DIR)LIBRARIES := cudart cublas curandendifLIBRARIES += glog gflags protobuf boost_system boost_filesystem m hdf5_hl hdf5# handle IO dependenciesUSE_LEVELDB ?= 1USE_LMDB ?= 1USE_OPENCV ?= 1USE_MATIO ?= 1ifeq ($(USE_LEVELDB), 1)LIBRARIES += leveldb snappyendififeq ($(USE_LMDB), 1)LIBRARIES += lmdbendififeq ($(USE_OPENCV), 1)LIBRARIES += opencv_core opencv_highgui opencv_imgproc ifeq ($(OPENCV_VERSION), 3)LIBRARIES += opencv_imgcodecsendifendififeq ($(USE_MATIO), 1)LIBRARIES += matioendifPYTHON_LIBRARIES ?= boost_python python2.7WARNINGS := -Wall -Wno-sign-compare############################### Set build directories##############################DISTRIBUTE_DIR ?= distributeDISTRIBUTE_SUBDIRS := $(DISTRIBUTE_DIR)/bin $(DISTRIBUTE_DIR)/libDIST_ALIASES := distifneq ($(strip $(DISTRIBUTE_DIR)),distribute)DIST_ALIASES += distributeendifALL_BUILD_DIRS := $(sort $(BUILD_DIR) $(addprefix $(BUILD_DIR)/, $(SRC_DIRS)) \$(addprefix $(BUILD_DIR)/cuda/, $(SRC_DIRS)) \$(LIB_BUILD_DIR) $(TEST_BIN_DIR) $(PY_PROTO_BUILD_DIR) $(LINT_OUTPUT_DIR) \$(DISTRIBUTE_SUBDIRS) $(PROTO_BUILD_INCLUDE_DIR))############################### Set directory for Doxygen-generated documentation##############################DOXYGEN_CONFIG_FILE ?= ./.Doxyfile# should be the same as OUTPUT_DIRECTORY in the .DoxyfileDOXYGEN_OUTPUT_DIR ?= ./doxygenDOXYGEN_COMMAND ?= doxygen# All the files that might have Doxygen documentation.DOXYGEN_SOURCES := $(shell find \src/$(PROJECT) \include/$(PROJECT) \python/ \matlab/ \examples \tools \-name "*.cpp" -or -name "*.hpp" -or -name "*.cu" -or -name "*.cuh" -or \        -name "*.py" -or -name "*.m")DOXYGEN_SOURCES += $(DOXYGEN_CONFIG_FILE)############################### Configure build############################### Determine platformUNAME := $(shell uname -s)ifeq ($(UNAME), Linux)LINUX := 1else ifeq ($(UNAME), Darwin)OSX := 1OSX_MAJOR_VERSION := $(shell sw_vers -productVersion | cut -f 1 -d .)OSX_MINOR_VERSION := $(shell sw_vers -productVersion | cut -f 2 -d .)endif# Linuxifeq ($(LINUX), 1)CXX ?= /usr/bin/g++GCCVERSION := $(shell $(CXX) -dumpversion | cut -f1,2 -d.)# older versions of gcc are too dumb to build boost with -Wuninitalizedifeq ($(shell echo | awk '{exit $(GCCVERSION) < 4.6;}'), 1)WARNINGS += -Wno-uninitializedendif# boost::thread is reasonably called boost_thread (compare OS X)# We will also explicitly add stdc++ to the link target.LIBRARIES += boost_thread stdc++VERSIONFLAGS += -Wl,-soname,$(DYNAMIC_VERSIONED_NAME_SHORT) -Wl,-rpath,$(ORIGIN)/../libendif# OS X:# clang++ instead of g++# libstdc++ for NVCC compatibility on OS X >= 10.9 with CUDA < 7.0ifeq ($(OSX), 1)CXX := /usr/bin/clang++ifneq ($(CPU_ONLY), 1)CUDA_VERSION := $(shell $(CUDA_DIR)/bin/nvcc -V | grep -o 'release \d' | grep -o '\d')ifeq ($(shell echo | awk '{exit $(CUDA_VERSION) < 7.0;}'), 1)CXXFLAGS += -stdlib=libstdc++LINKFLAGS += -stdlib=libstdc++endif# clang throws this warning for cuda headersWARNINGS += -Wno-unneeded-internal-declaration# 10.11 strips DYLD_* env vars so link CUDA (rpath is available on 10.5+)OSX_10_OR_LATER   := $(shell [ $(OSX_MAJOR_VERSION) -ge 10 ] && echo true)OSX_10_5_OR_LATER := $(shell [ $(OSX_MINOR_VERSION) -ge 5 ] && echo true)ifeq ($(OSX_10_OR_LATER),true)ifeq ($(OSX_10_5_OR_LATER),true)LDFLAGS += -Wl,-rpath,$(CUDA_LIB_DIR)endifendifendif# gtest needs to use its own tuple to not conflict with clangCOMMON_FLAGS += -DGTEST_USE_OWN_TR1_TUPLE=1# boost::thread is called boost_thread-mt to mark multithreading on OS XLIBRARIES += boost_thread-mt# we need to explicitly ask for the rpath to be obeyedORIGIN := @loader_pathVERSIONFLAGS += -Wl,-install_name,@rpath/$(DYNAMIC_VERSIONED_NAME_SHORT) -Wl,-rpath,$(ORIGIN)/../../build/libelseORIGIN := \$$ORIGINendif# Custom compilerifdef CUSTOM_CXXCXX := $(CUSTOM_CXX)endif# Static linkingifneq (,$(findstring clang++,$(CXX)))STATIC_LINK_COMMAND := -Wl,-force_load $(STATIC_NAME)else ifneq (,$(findstring g++,$(CXX)))STATIC_LINK_COMMAND := -Wl,--whole-archive $(STATIC_NAME) -Wl,--no-whole-archiveelse  # The following line must not be indented with a tab, since we are not inside a target  $(error Cannot static link with the $(CXX) compiler)endif# Debuggingifeq ($(DEBUG), 1)COMMON_FLAGS += -DDEBUG -g -O0NVCCFLAGS += -GelseCOMMON_FLAGS += -DNDEBUG -O2endif# cuDNN acceleration configuration.ifeq ($(USE_CUDNN), 1)LIBRARIES += cudnnCOMMON_FLAGS += -DUSE_CUDNNendif# configure IO librariesifeq ($(USE_OPENCV), 1)COMMON_FLAGS += -DUSE_OPENCVendififeq ($(USE_LEVELDB), 1)COMMON_FLAGS += -DUSE_LEVELDBendififeq ($(USE_LMDB), 1)COMMON_FLAGS += -DUSE_LMDBifeq ($(ALLOW_LMDB_NOLOCK), 1)COMMON_FLAGS += -DALLOW_LMDB_NOLOCKendifendif# CPU-only configurationifeq ($(CPU_ONLY), 1)OBJS := $(PROTO_OBJS) $(CXX_OBJS)TEST_OBJS := $(TEST_CXX_OBJS)TEST_BINS := $(TEST_CXX_BINS)ALL_WARNS := $(ALL_CXX_WARNS)TEST_FILTER := --gtest_filter="-*GPU*"COMMON_FLAGS += -DCPU_ONLYendif# Python layer supportifeq ($(WITH_PYTHON_LAYER), 1)COMMON_FLAGS += -DWITH_PYTHON_LAYERLIBRARIES += $(PYTHON_LIBRARIES)endif# BLAS configuration (default = ATLAS)BLAS ?= atlasifeq ($(BLAS), mkl)# MKLLIBRARIES += mkl_rtCOMMON_FLAGS += -DUSE_MKLMKL_DIR ?= /opt/intel/mklBLAS_INCLUDE ?= $(MKL_DIR)/includeBLAS_LIB ?= $(MKL_DIR)/lib $(MKL_DIR)/lib/intel64else ifeq ($(BLAS), open)# OpenBLASLIBRARIES += openblaselse# ATLASifeq ($(LINUX), 1)ifeq ($(BLAS), atlas)# Linux simply has cblas and atlasLIBRARIES += cblas atlasendifelse ifeq ($(OSX), 1)# OS X packages atlas as the vecLib frameworkLIBRARIES += cblas# 10.10 has accelerate while 10.9 has veclibXCODE_CLT_VER := $(shell pkgutil --pkg-info=com.apple.pkg.CLTools_Executables | grep 'version' | sed 's/[^0-9]*\([0-9]\).*/\1/')XCODE_CLT_GEQ_6 := $(shell [ $(XCODE_CLT_VER) -gt 5 ] && echo 1)ifeq ($(XCODE_CLT_GEQ_6), 1)BLAS_INCLUDE ?= /System/Library/Frameworks/Accelerate.framework/Versions/Current/Frameworks/vecLib.framework/Headers/LDFLAGS += -framework AccelerateelseBLAS_INCLUDE ?= /System/Library/Frameworks/vecLib.framework/Versions/Current/Headers/LDFLAGS += -framework vecLibendifendifendifINCLUDE_DIRS += $(BLAS_INCLUDE)LIBRARY_DIRS += $(BLAS_LIB)LIBRARY_DIRS += $(LIB_BUILD_DIR)# Automatic dependency generation (nvcc is handled separately)CXXFLAGS += -MMD -MP# Complete build flags.COMMON_FLAGS += $(foreach includedir,$(INCLUDE_DIRS),-I$(includedir))CXXFLAGS += -pthread -fPIC $(COMMON_FLAGS) $(WARNINGS)NVCCFLAGS += -ccbin=$(CXX) -Xcompiler -fPIC $(COMMON_FLAGS)# mex may invoke an older gcc that is too liberal with -WuninitalizedMATLAB_CXXFLAGS := $(CXXFLAGS) -Wno-uninitializedLINKFLAGS += -pthread -fPIC $(COMMON_FLAGS) $(WARNINGS)USE_PKG_CONFIG ?= 0ifeq ($(USE_PKG_CONFIG), 1)PKG_CONFIG := $(shell pkg-config opencv --libs)elsePKG_CONFIG :=endifLDFLAGS += $(foreach librarydir,$(LIBRARY_DIRS),-L$(librarydir)) $(PKG_CONFIG) \$(foreach library,$(LIBRARIES),-l$(library))PYTHON_LDFLAGS := $(LDFLAGS) $(foreach library,$(PYTHON_LIBRARIES),-l$(library))# 'superclean' target recursively* deletes all files ending with an extension# in $(SUPERCLEAN_EXTS) below.  This may be useful if you've built older# versions of Caffe that do not place all generated files in a location known# to the 'clean' target.## 'supercleanlist' will list the files to be deleted by make superclean.## * Recursive with the exception that symbolic links are never followed, per the# default behavior of 'find'.SUPERCLEAN_EXTS := .so .a .o .bin .testbin .pb.cc .pb.h _pb2.py .cuo# Set the sub-targets of the 'everything' target.EVERYTHING_TARGETS := all py$(PROJECT) test warn lint# Only build matcaffe as part of "everything" if MATLAB_DIR is specified.ifneq ($(MATLAB_DIR),)EVERYTHING_TARGETS += mat$(PROJECT)endif############################### Define build targets##############################.PHONY: all lib test clean docs linecount lint lintclean tools examples $(DIST_ALIASES) \py mat py$(PROJECT) mat$(PROJECT) proto runtest \superclean supercleanlist supercleanfiles warn everythingall: lib tools exampleslib: $(STATIC_NAME) $(DYNAMIC_NAME)everything: $(EVERYTHING_TARGETS)linecount:cloc --read-lang-def=$(PROJECT).cloc \src/$(PROJECT) include/$(PROJECT) tools examples \python matlablint: $(EMPTY_LINT_REPORT)lintclean:@ $(RM) -r $(LINT_OUTPUT_DIR) $(EMPTY_LINT_REPORT) $(NONEMPTY_LINT_REPORT)docs: $(DOXYGEN_OUTPUT_DIR)@ cd ./docs ; ln -sfn ../$(DOXYGEN_OUTPUT_DIR)/html doxygen$(DOXYGEN_OUTPUT_DIR): $(DOXYGEN_CONFIG_FILE) $(DOXYGEN_SOURCES)$(DOXYGEN_COMMAND) $(DOXYGEN_CONFIG_FILE)$(EMPTY_LINT_REPORT): $(LINT_OUTPUTS) | $(BUILD_DIR)@ cat $(LINT_OUTPUTS) > $@@ if [ -s "$@" ]; then \cat $@; \mv $@ $(NONEMPTY_LINT_REPORT); \echo "Found one or more lint errors."; \exit 1; \  fi; \  $(RM) $(NONEMPTY_LINT_REPORT); \  echo "No lint errors!";$(LINT_OUTPUTS): $(LINT_OUTPUT_DIR)/%.lint.txt : % $(LINT_SCRIPT) | $(LINT_OUTPUT_DIR)@ mkdir -p $(dir $@)@ python $(LINT_SCRIPT) $< 2>&1 \| grep -v "^Done processing " \| grep -v "^Total errors found: 0" \> $@ \|| truetest: $(TEST_ALL_BIN) $(TEST_ALL_DYNLINK_BIN) $(TEST_BINS)tools: $(TOOL_BINS) $(TOOL_BIN_LINKS)examples: $(EXAMPLE_BINS)py$(PROJECT): pypy: $(PY$(PROJECT)_SO) $(PROTO_GEN_PY)$(PY$(PROJECT)_SO): $(PY$(PROJECT)_SRC) $(PY$(PROJECT)_HXX) | $(DYNAMIC_NAME)@ echo CXX/LD -o $@ $<$(Q)$(CXX) -shared -o $@ $(PY$(PROJECT)_SRC) \-o $@ $(LINKFLAGS) -l$(LIBRARY_NAME) $(PYTHON_LDFLAGS) \-Wl,-rpath,$(ORIGIN)/../../build/libmat$(PROJECT): matmat: $(MAT$(PROJECT)_SO)$(MAT$(PROJECT)_SO): $(MAT$(PROJECT)_SRC) $(STATIC_NAME)@ if [ -z "$(MATLAB_DIR)" ]; then \echo "MATLAB_DIR must be specified in $(CONFIG_FILE)" \"to build mat$(PROJECT)."; \exit 1; \fi@ echo MEX $<$(Q)$(MATLAB_DIR)/bin/mex $(MAT$(PROJECT)_SRC) \CXX="$(CXX)" \CXXFLAGS="\$$CXXFLAGS $(MATLAB_CXXFLAGS)" \CXXLIBS="\$$CXXLIBS $(STATIC_LINK_COMMAND) $(LDFLAGS)" -output $@@ if [ -f "$(PROJECT)_.d" ]; then \mv -f $(PROJECT)_.d $(BUILD_DIR)/${MAT$(PROJECT)_SO:.$(MAT_SO_EXT)=.d}; \firuntest: $(TEST_ALL_BIN)$(TOOL_BUILD_DIR)/caffe$(TEST_ALL_BIN) $(TEST_GPUID) --gtest_shuffle $(TEST_FILTER)pytest: pycd python; python -m unittest discover -s caffe/testmattest: matcd matlab; $(MATLAB_DIR)/bin/matlab -nodisplay -r 'caffe.run_tests(), exit()'warn: $(EMPTY_WARN_REPORT)$(EMPTY_WARN_REPORT): $(ALL_WARNS) | $(BUILD_DIR)@ cat $(ALL_WARNS) > $@@ if [ -s "$@" ]; then \cat $@; \mv $@ $(NONEMPTY_WARN_REPORT); \echo "Compiler produced one or more warnings."; \exit 1; \  fi; \  $(RM) $(NONEMPTY_WARN_REPORT); \  echo "No compiler warnings!";$(ALL_WARNS): %.o.$(WARNS_EXT) : %.o$(BUILD_DIR_LINK): $(BUILD_DIR)/.linked# Create a target ".linked" in this BUILD_DIR to tell Make that the "build" link# is currently correct, then delete the one in the OTHER_BUILD_DIR in case it# exists and $(DEBUG) is toggled later.$(BUILD_DIR)/.linked:@ mkdir -p $(BUILD_DIR)@ $(RM) $(OTHER_BUILD_DIR)/.linked@ $(RM) -r $(BUILD_DIR_LINK)@ ln -s $(BUILD_DIR) $(BUILD_DIR_LINK)@ touch $@$(ALL_BUILD_DIRS): | $(BUILD_DIR_LINK)@ mkdir -p $@$(DYNAMIC_NAME): $(OBJS) | $(LIB_BUILD_DIR)@ echo LD -o $@$(Q)$(CXX) -shared -o $@ $(OBJS) $(VERSIONFLAGS) $(LINKFLAGS) $(LDFLAGS)@ cd $(BUILD_DIR)/lib; rm -f $(DYNAMIC_NAME_SHORT);   ln -s $(DYNAMIC_VERSIONED_NAME_SHORT) $(DYNAMIC_NAME_SHORT)$(STATIC_NAME): $(OBJS) | $(LIB_BUILD_DIR)@ echo AR -o $@$(Q)ar rcs $@ $(OBJS)$(BUILD_DIR)/%.o: %.cpp | $(ALL_BUILD_DIRS)@ echo CXX $<$(Q)$(CXX) $< $(CXXFLAGS) -c -o $@ 2> $@.$(WARNS_EXT) \|| (cat $@.$(WARNS_EXT); exit 1)@ cat $@.$(WARNS_EXT)$(PROTO_BUILD_DIR)/%.pb.o: $(PROTO_BUILD_DIR)/%.pb.cc $(PROTO_GEN_HEADER) \| $(PROTO_BUILD_DIR)@ echo CXX $<$(Q)$(CXX) $< $(CXXFLAGS) -c -o $@ 2> $@.$(WARNS_EXT) \|| (cat $@.$(WARNS_EXT); exit 1)@ cat $@.$(WARNS_EXT)$(BUILD_DIR)/cuda/%.o: %.cu | $(ALL_BUILD_DIRS)@ echo NVCC $<$(Q)$(CUDA_DIR)/bin/nvcc $(NVCCFLAGS) $(CUDA_ARCH) -M $< -o ${@:.o=.d} \-odir $(@D)$(Q)$(CUDA_DIR)/bin/nvcc $(NVCCFLAGS) $(CUDA_ARCH) -c $< -o $@ 2> $@.$(WARNS_EXT) \|| (cat $@.$(WARNS_EXT); exit 1)@ cat $@.$(WARNS_EXT)$(TEST_ALL_BIN): $(TEST_MAIN_SRC) $(TEST_OBJS) $(GTEST_OBJ) \| $(DYNAMIC_NAME) $(TEST_BIN_DIR)@ echo CXX/LD -o $@ $<$(Q)$(CXX) $(TEST_MAIN_SRC) $(TEST_OBJS) $(GTEST_OBJ) \-o $@ $(LINKFLAGS) $(LDFLAGS) -l$(LIBRARY_NAME) -Wl,-rpath,$(ORIGIN)/../lib$(TEST_CU_BINS): $(TEST_BIN_DIR)/%.testbin: $(TEST_CU_BUILD_DIR)/%.o \$(GTEST_OBJ) | $(DYNAMIC_NAME) $(TEST_BIN_DIR)@ echo LD $<$(Q)$(CXX) $(TEST_MAIN_SRC) $< $(GTEST_OBJ) \-o $@ $(LINKFLAGS) $(LDFLAGS) -l$(LIBRARY_NAME) -Wl,-rpath,$(ORIGIN)/../lib$(TEST_CXX_BINS): $(TEST_BIN_DIR)/%.testbin: $(TEST_CXX_BUILD_DIR)/%.o \$(GTEST_OBJ) | $(DYNAMIC_NAME) $(TEST_BIN_DIR)@ echo LD $<$(Q)$(CXX) $(TEST_MAIN_SRC) $< $(GTEST_OBJ) \-o $@ $(LINKFLAGS) $(LDFLAGS) -l$(LIBRARY_NAME) -Wl,-rpath,$(ORIGIN)/../lib# Target for extension-less symlinks to tool binaries with extension '*.bin'.$(TOOL_BUILD_DIR)/%: $(TOOL_BUILD_DIR)/%.bin | $(TOOL_BUILD_DIR)@ $(RM) $@@ ln -s $(notdir $<) $@$(TOOL_BINS): %.bin : %.o | $(DYNAMIC_NAME)@ echo CXX/LD -o $@$(Q)$(CXX) $< -o $@ $(LINKFLAGS) -l$(LIBRARY_NAME) $(LDFLAGS) \-Wl,-rpath,$(ORIGIN)/../lib$(EXAMPLE_BINS): %.bin : %.o | $(DYNAMIC_NAME)@ echo CXX/LD -o $@$(Q)$(CXX) $< -o $@ $(LINKFLAGS) -l$(LIBRARY_NAME) $(LDFLAGS) \-Wl,-rpath,$(ORIGIN)/../../libproto: $(PROTO_GEN_CC) $(PROTO_GEN_HEADER)$(PROTO_BUILD_DIR)/%.pb.cc $(PROTO_BUILD_DIR)/%.pb.h : \$(PROTO_SRC_DIR)/%.proto | $(PROTO_BUILD_DIR)@ echo PROTOC $<$(Q)protoc --proto_path=$(PROTO_SRC_DIR) --cpp_out=$(PROTO_BUILD_DIR) $<$(PY_PROTO_BUILD_DIR)/%_pb2.py : $(PROTO_SRC_DIR)/%.proto \$(PY_PROTO_INIT) | $(PY_PROTO_BUILD_DIR)@ echo PROTOC \(python\) $<$(Q)protoc --proto_path=$(PROTO_SRC_DIR) --python_out=$(PY_PROTO_BUILD_DIR) $<$(PY_PROTO_INIT): | $(PY_PROTO_BUILD_DIR)touch $(PY_PROTO_INIT)clean:@- $(RM) -rf $(ALL_BUILD_DIRS)@- $(RM) -rf $(OTHER_BUILD_DIR)@- $(RM) -rf $(BUILD_DIR_LINK)@- $(RM) -rf $(DISTRIBUTE_DIR)@- $(RM) $(PY$(PROJECT)_SO)@- $(RM) $(MAT$(PROJECT)_SO)supercleanfiles:$(eval SUPERCLEAN_FILES := $(strip \$(foreach ext,$(SUPERCLEAN_EXTS), $(shell find . -name '*$(ext)' \-not -path './data/*'))))supercleanlist: supercleanfiles@ \if [ -z "$(SUPERCLEAN_FILES)" ]; 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