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Makefile
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ROOTDIR = $(CURDIR)
ifndef config
ifdef CXXNET_CONFIG
config = $(CXXNET_CONFIG)
else ifneq ("$(wildcard ./config.mk)","")
config = config.mk
else
config = make/config.mk
endif
endif
ifndef DMLC_CORE
DMLC_CORE = $(ROOTDIR)/dmlc-core
endif
ifndef NNVM_PATH
NNVM_PATH = $(ROOTDIR)/nnvm
endif
ifneq ($(USE_OPENMP), 1)
export NO_OPENMP = 1
endif
# use customized config file
include $(config)
include mshadow/make/mshadow.mk
include $(DMLC_CORE)/make/dmlc.mk
# all tge possible warning tread
WARNFLAGS= -Wall
CFLAGS = -DMSHADOW_FORCE_STREAM $(WARNFLAGS)
ifeq ($(DEV), 1)
CFLAGS += -g -Werror
endif
# CFLAGS for debug
ifeq ($(DEBUG), 1)
CFLAGS += -g -O0 -DDMLC_LOG_FATAL_THROW=0
else
CFLAGS += -O3
endif
CFLAGS += -I$(ROOTDIR)/mshadow/ -I$(ROOTDIR)/dmlc-core/include -fPIC -I$(NNVM_PATH)/include -Iinclude $(MSHADOW_CFLAGS)
LDFLAGS = -pthread $(MSHADOW_LDFLAGS) $(DMLC_LDFLAGS)
ifeq ($(DEBUG), 1)
NVCCFLAGS = -std=c++11 -Xcompiler -D_FORCE_INLINES -g -G -O0 -ccbin $(CXX) $(MSHADOW_NVCCFLAGS)
else
NVCCFLAGS = -std=c++11 -Xcompiler -D_FORCE_INLINES -g -O3 -ccbin $(CXX) $(MSHADOW_NVCCFLAGS)
endif
# CFLAGS for profiler
ifeq ($(USE_PROFILER), 1)
CFLAGS += -DMXNET_USE_PROFILER=1
endif
ifndef LINT_LANG
LINT_LANG="all"
endif
# setup opencv
ifeq ($(USE_OPENCV), 1)
CFLAGS += -DMXNET_USE_OPENCV=1 $(shell pkg-config --cflags opencv)
LDFLAGS += $(shell pkg-config --libs opencv)
BIN += bin/im2rec
else
CFLAGS+= -DMXNET_USE_OPENCV=0
endif
ifeq ($(USE_OPENMP), 1)
CFLAGS += -fopenmp
endif
ifeq ($(USE_NNPACK), 1)
CFLAGS += -DMXNET_USE_NNPACK=1
LDFLAGS += -lnnpack
endif
ifeq ($(USE_MKL2017), 1)
CFLAGS += -DMXNET_USE_MKL2017=1
CFLAGS += -DUSE_MKL=1
CFLAGS += -I$(ROOTDIR)/src/operator/mkl/
ifeq ($(USE_MKL2017_EXPERIMENTAL), 1)
CFLAGS += -DMKL_EXPERIMENTAL=1
else
CFLAGS += -DMKL_EXPERIMENTAL=0
endif
ifneq ($(USE_BLAS), mkl)
ICC_ON=0
RETURN_STRING=$(shell ./prepare_mkl.sh $(ICC_ON) $(MKLML_ROOT))
MKLROOT=$(firstword $(RETURN_STRING))
MKL_LDFLAGS=-l$(word 2, $(RETURN_STRING))
MKL_EXTERNAL=$(lastword $(RETURN_STRING))
ifeq ($(MKL_EXTERNAL), 1)
MKL_LDFLAGS+=-Wl,-rpath,$(MKLROOT)/lib
CFLAGS += -I$(MKLROOT)/include
LDFLAGS += -Wl,--as-needed -L$(MKLROOT)/lib/ -liomp5 -lmklml_intel
endif
endif
endif
ifeq ($(USE_CUDNN), 1)
CFLAGS += -DMSHADOW_USE_CUDNN=1
LDFLAGS += -lcudnn
endif
ifeq ($(USE_THREADED_ENGINE), 1)
CFLAGS += -DMXNET_USE_THREADED_ENGINE
endif
ifneq ($(ADD_CFLAGS), NONE)
CFLAGS += $(ADD_CFLAGS)
endif
ifneq ($(ADD_LDFLAGS), NONE)
LDFLAGS += $(ADD_LDFLAGS)
endif
ifneq ($(USE_CUDA_PATH), NONE)
NVCC=$(USE_CUDA_PATH)/bin/nvcc
endif
# ps-lite
PS_PATH=$(ROOTDIR)/ps-lite
DEPS_PATH=$(shell pwd)/deps
include $(PS_PATH)/make/ps.mk
ifeq ($(USE_DIST_KVSTORE), 1)
CFLAGS += -DMXNET_USE_DIST_KVSTORE -I$(PS_PATH)/include -I$(DEPS_PATH)/include
LIB_DEP += $(PS_PATH)/build/libps.a
LDFLAGS += $(PS_LDFLAGS_A)
endif
.PHONY: clean all test lint doc clean_all rcpplint rcppexport roxygen\
cython2 cython3 cython cyclean
all: lib/libmxnet.a lib/libmxnet.so $(BIN)
SRC = $(wildcard src/*/*/*.cc src/*/*.cc src/*.cc)
OBJ = $(patsubst %.cc, build/%.o, $(SRC))
CUSRC = $(wildcard src/*/*/*.cu src/*/*.cu src/*.cu)
CUOBJ = $(patsubst %.cu, build/%_gpu.o, $(CUSRC))
# extra operators
ifneq ($(EXTRA_OPERATORS),)
EXTRA_SRC = $(wildcard $(patsubst %, %/*.cc, $(EXTRA_OPERATORS)) $(patsubst %, %/*/*.cc, $(EXTRA_OPERATORS)))
EXTRA_OBJ = $(patsubst %.cc, %.o, $(EXTRA_SRC))
EXTRA_CUSRC = $(wildcard $(patsubst %, %/*.cu, $(EXTRA_OPERATORS)) $(patsubst %, %/*/*.cu, $(EXTRA_OPERATORS)))
EXTRA_CUOBJ = $(patsubst %.cu, %_gpu.o, $(EXTRA_CUSRC))
else
EXTRA_SRC =
EXTRA_OBJ =
EXTRA_CUSRC =
EXTRA_CUOBJ =
endif
# plugin
PLUGIN_OBJ =
PLUGIN_CUOBJ =
include $(MXNET_PLUGINS)
# scala package profile
ifeq ($(OS),Windows_NT)
# TODO(yizhi) currently scala package does not support windows
SCALA_PKG_PROFILE := windows
else
UNAME_S := $(shell uname -s)
ifeq ($(UNAME_S), Darwin)
WHOLE_ARCH= -all_load
NO_WHOLE_ARCH= -noall_load
SCALA_PKG_PROFILE := osx-x86_64
else
SCALA_PKG_PROFILE := linux-x86_64
WHOLE_ARCH= --whole-archive
NO_WHOLE_ARCH= --no-whole-archive
endif
endif
# all dep
LIB_DEP += $(DMLC_CORE)/libdmlc.a $(NNVM_PATH)/lib/libnnvm.a
ALL_DEP = $(OBJ) $(EXTRA_OBJ) $(PLUGIN_OBJ) $(LIB_DEP)
ifeq ($(USE_CUDA), 1)
CFLAGS += -I$(ROOTDIR)/cub
ALL_DEP += $(CUOBJ) $(EXTRA_CUOBJ) $(PLUGIN_CUOBJ)
LDFLAGS += -lcuda
SCALA_PKG_PROFILE := $(SCALA_PKG_PROFILE)-gpu
else
SCALA_PKG_PROFILE := $(SCALA_PKG_PROFILE)-cpu
endif
# For quick compile test, used smaller subset
ALLX_DEP= $(ALL_DEP)
ifeq ($(USE_NVRTC), 1)
LDFLAGS += -lnvrtc
CFLAGS += -DMXNET_USE_NVRTC=1
else
CFLAGS += -DMXNET_USE_NVRTC=0
endif
build/src/%.o: src/%.cc
@mkdir -p $(@D)
$(CXX) -std=c++11 -c $(CFLAGS) -MMD -c $< -o $@
build/src/%_gpu.o: src/%.cu
@mkdir -p $(@D)
$(NVCC) $(NVCCFLAGS) $(CUDA_ARCH) -Xcompiler "$(CFLAGS)" -M -MT build/src/$*_gpu.o $< >build/src/$*_gpu.d
$(NVCC) -c -o $@ $(NVCCFLAGS) $(CUDA_ARCH) -Xcompiler "$(CFLAGS)" $<
# A nvcc bug cause it to generate "generic/xxx.h" dependencies from torch headers.
# Use CXX to generate dependency instead.
build/plugin/%_gpu.o: plugin/%.cu
@mkdir -p $(@D)
$(CXX) -std=c++11 $(CFLAGS) -MM -MT build/plugin/$*_gpu.o $< >build/plugin/$*_gpu.d
$(NVCC) -c -o $@ $(NVCCFLAGS) $(CUDA_ARCH) -Xcompiler "$(CFLAGS)" $<
build/plugin/%.o: plugin/%.cc
@mkdir -p $(@D)
$(CXX) -std=c++11 -c $(CFLAGS) -MMD -c $< -o $@
%_gpu.o: %.cu
@mkdir -p $(@D)
$(NVCC) $(NVCCFLAGS) $(CUDA_ARCH) -Xcompiler "$(CFLAGS) -Isrc/operator" -M -MT $*_gpu.o $< >$*_gpu.d
$(NVCC) -c -o $@ $(NVCCFLAGS) $(CUDA_ARCH) -Xcompiler "$(CFLAGS) -Isrc/operator" $<
%.o: %.cc
@mkdir -p $(@D)
$(CXX) -std=c++11 -c $(CFLAGS) -MMD -Isrc/operator -c $< -o $@
# NOTE: to statically link libmxnet.a we need the option
# --Wl,--whole-archive -lmxnet --Wl,--no-whole-archive
lib/libmxnet.a: $(ALLX_DEP)
@mkdir -p $(@D)
ar crv $@ $(filter %.o, $?)
lib/libmxnet.so: $(ALLX_DEP)
@mkdir -p $(@D)
$(CXX) $(CFLAGS) -shared -o $@ $(filter-out %libnnvm.a, $(filter %.o %.a, $^)) $(LDFLAGS) \
-Wl,${WHOLE_ARCH} $(filter %libnnvm.a, $^) -Wl,${NO_WHOLE_ARCH}
$(PS_PATH)/build/libps.a: PSLITE
PSLITE:
$(MAKE) CXX=$(CXX) DEPS_PATH=$(DEPS_PATH) -C $(PS_PATH) ps
$(DMLC_CORE)/libdmlc.a: DMLCCORE
DMLCCORE:
+ cd $(DMLC_CORE); make libdmlc.a USE_SSE=$(USE_SSE) config=$(ROOTDIR)/$(config); cd $(ROOTDIR)
$(NNVM_PATH)/lib/libnnvm.a: LIBNNVM
LIBNNVM:
+ cd $(NNVM_PATH); make lib/libnnvm.a DMLC_CORE_PATH=$(DMLC_CORE); cd $(ROOTDIR)
bin/im2rec: tools/im2rec.cc $(ALLX_DEP)
$(BIN) :
@mkdir -p $(@D)
$(CXX) $(CFLAGS) -std=c++11 -o $@ $(filter %.cpp %.o %.c %.a %.cc, $^) $(LDFLAGS)
include tests/cpp/unittest.mk
test: $(TEST)
lint: rcpplint jnilint
python2 dmlc-core/scripts/lint.py mxnet ${LINT_LANG} include src plugin scripts python predict/python
doc: doxygen
doxygen:
doxygen docs/Doxyfile
# Cython build
cython:
cd python; python setup.py build_ext --inplace
cython2:
cd python; python2 setup.py build_ext --inplace
cython3:
cd python; python3 setup.py build_ext --inplace
cyclean:
rm -rf python/mxnet/*/*.so python/mxnet/*/*.cpp
# R related shortcuts
rcpplint:
python2 dmlc-core/scripts/lint.py mxnet-rcpp ${LINT_LANG} R-package/src
rpkg:
mkdir -p R-package/inst
mkdir -p R-package/inst/libs
cp -rf lib/libmxnet.so R-package/inst/libs
mkdir -p R-package/inst/include
cp -rf include/* R-package/inst/include
cp -rf dmlc-core/include/* R-package/inst/include/
cp -rf nnvm/include/* R-package/inst/include
echo "import(Rcpp)" > R-package/NAMESPACE
echo "import(methods)" >> R-package/NAMESPACE
R CMD INSTALL R-package
Rscript -e "require(mxnet); mxnet:::mxnet.export(\"R-package\")"
rm -rf R-package/NAMESPACE
Rscript -e "require(devtools); install_version(\"roxygen2\", version = \"5.0.1\", repos = \"https://cloud.r-project.org/\")"
Rscript -e "require(roxygen2); roxygen2::roxygenise(\"R-package\")"
R CMD build --no-build-vignettes R-package
rm -rf mxnet_current_r.tar.gz
mv mxnet_*.tar.gz mxnet_current_r.tar.gz
scalapkg:
(cd $(ROOTDIR)/scala-package; \
mvn clean package -P$(SCALA_PKG_PROFILE) -Dcxx="$(CXX)" \
-Dcflags="$(CFLAGS)" -Dldflags="$(LDFLAGS)" \
-Dlddeps="$(LIB_DEP)")
scalatest:
(cd $(ROOTDIR)/scala-package; \
mvn verify -P$(SCALA_PKG_PROFILE) -Dcxx="$(CXX)" \
-Dcflags="$(CFLAGS)" -Dldflags="$(LDFLAGS)" \
-Dlddeps="$(LIB_DEP)" $(SCALA_TEST_ARGS))
scalainstall:
(cd $(ROOTDIR)/scala-package; \
mvn install -P$(SCALA_PKG_PROFILE) -DskipTests -Dcxx="$(CXX)" \
-Dcflags="$(CFLAGS)" -Dldflags="$(LDFLAGS)" \
-Dlddeps="$(LIB_DEP)")
scaladeploy:
(cd $(ROOTDIR)/scala-package; \
mvn deploy -Prelease,$(SCALA_PKG_PROFILE) -DskipTests -Dcxx="$(CXX)" \
-Dcflags="$(CFLAGS)" -Dldflags="$(LDFLAGS)" \
-Dlddeps="$(LIB_DEP)")
jnilint:
python2 dmlc-core/scripts/lint.py mxnet-jnicpp cpp scala-package/native/src
ifneq ($(EXTRA_OPERATORS),)
clean: cyclean
$(RM) -r build lib bin *~ */*~ */*/*~ */*/*/*~ R-package/NAMESPACE R-package/man R-package/R/mxnet_generated.R \
R-package/inst R-package/src/*.o R-package/src/*.so mxnet_*.tar.gz
cd $(DMLC_CORE); make clean; cd -
cd $(PS_PATH); make clean; cd -
cd $(NNVM_PATH); make clean; cd -
$(RM) -r $(patsubst %, %/*.d, $(EXTRA_OPERATORS)) $(patsubst %, %/*/*.d, $(EXTRA_OPERATORS))
$(RM) -r $(patsubst %, %/*.o, $(EXTRA_OPERATORS)) $(patsubst %, %/*/*.o, $(EXTRA_OPERATORS))
else
clean: cyclean
$(RM) -r build lib bin *~ */*~ */*/*~ */*/*/*~ R-package/NAMESPACE R-package/man R-package/R/mxnet_generated.R \
R-package/inst R-package/src/*.o R-package/src/*.so mxnet_*.tar.gz
cd $(DMLC_CORE); make clean; cd -
cd $(PS_PATH); make clean; cd -
cd $(NNVM_PATH); make clean; cd -
endif
clean_all: clean
-include build/*.d
-include build/*/*.d
-include build/*/*/*.d
-include build/*/*/*/*.d
ifneq ($(EXTRA_OPERATORS),)
-include $(patsubst %, %/*.d, $(EXTRA_OPERATORS)) $(patsubst %, %/*/*.d, $(EXTRA_OPERATORS))
endif