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Makefile
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# Makefile for a Linux/GCC build of CNTK
#
# The Linux and Windows versions are not different branches, but rather build off the same
# source files, using different makefiles. This current makefile has the purpose of enabling
# work to make all sources compile with GCC, and also to check for GCC-compat regressions due to
# modifications which are currently done under Windows.
#
# To use this Makefile, create a directory to build in and make a Config.make in the directory
# that provides
# BUILDTYPE= One of release or debug
# defaults to release
# MKL_PATH= path to CNTK custom MKL installation
# only needed if MATHLIB=mkl
# CNTK_CUSTOM_MKL_VERSION=3
# version for the CNTK custom MKL installation
# MKL_THREADING=parallel|sequential
# only needed if MATHLIB=mkl
# GDK_INCLUDE_PATH= path to CUDA GDK include path, so $(GDK_INCLUDE_PATH)/nvml.h exists
# defaults to /usr/include/nvidia/gdk
# GDK_NVML_LIB_PATH= path to CUDA GDK (stub) library path, so $(GDK_NVML_LIB_PATH)/libnvidia-ml.so exists
# defaults to /usr/src/gdk/nvml/lib
# MATHLIB= mkl
# defaults to mkl
# CUDA_PATH= Path to CUDA
# If not specified, GPU will not be enabled
# CUB_PATH= path to NVIDIA CUB installation, so $(CUB_PATH)/cub/cub.cuh exists
# defaults to /usr/local/cub-1.4.1
# CUDNN_PATH= path to NVIDIA cuDNN installation so $(CUDNN_PATH)/cuda/include/cudnn.h exists
# CuDNN version needs to be 5.0 or higher.
# KALDI_PATH= Path to Kaldi
# If not specified, Kaldi plugins will not be built
# OPENCV_PATH= path to OpenCV 3.1.0 installation, so $(OPENCV_PATH) exists
# defaults to /usr/local/opencv-3.1.0
# PROTOBUF_PATH= path to Protocol Buffers 3.1.0 installation, so $(PROTOBUF_PATH) exists
# defaults to /usr/local/protobuf-3.1.0
# LIBZIP_PATH= path to libzip installation, so $(LIBZIP_PATH) exists
# defaults to /usr/local/
# BOOST_PATH= path to Boost installation, so $(BOOST_PATH)/include/boost/test/unit_test.hpp
# defaults to /usr/local/boost-1.60.0
# PYTHON_SUPPORT=true iff CNTK v2 Python module should be build
# SWIG_PATH= path to SWIG (>= 3.0.10)
# PYTHON_VERSIONS= list of Python versions to build for
# A Python version is identified by "27", "34", or "35".
# PYTHON27_PATH= path to Python 2.7 interpreter
# PYTHON34_PATH= path to Python 3.4 interpreter
# PYTHON35_PATH= path to Python 3.5 interpreter
# MPI_PATH= path to MPI installation, so $(MPI_PATH) exists
# defaults to /usr/local/mpi
# These can be overridden on the command line, e.g. make BUILDTYPE=debug
# TODO: Build static libraries for common dependencies that are shared by multiple
# targets, e.g. eval and CNTK.
ARCH=$(shell uname)
ifndef BUILD_TOP
BUILD_TOP=.
endif
ifneq ("$(wildcard $(BUILD_TOP)/Config.make)","")
include $(BUILD_TOP)/Config.make
else
$(error Cannot find $(BUILD_TOP)/Config.make. Please see CNTK Wiki at https://github.com/Microsoft/cntk/wiki for configuration instructions.)
endif
ifndef BUILDTYPE
$(info Defaulting BUILDTYPE=release)
BUILDTYPE=release
endif
ifndef MATHLIB
$(info DEFAULTING MATHLIB=mkl)
MATHLIB = mkl
endif
#### Configure based on options above
# The mpic++ wrapper only adds MPI specific flags to the g++ command line.
# The actual compiler/linker flags added can be viewed by running 'mpic++ --showme:compile' and 'mpic++ --showme:link'
CXX = $(MPI_PATH)/bin/mpic++
SSE_FLAGS = -msse4.1 -mssse3
PROTOC = $(PROTOBUF_PATH)/bin/protoc
# Settings for ARM64 architectures that use a crosscompiler on a host machine.
#CXX = aarch64-linux-gnu-g++
#SSE_FLAGS =
SOURCEDIR:= Source
INCLUDEPATH:= $(addprefix $(SOURCEDIR)/, Common/Include CNTKv2LibraryDll CNTKv2LibraryDll/API CNTKv2LibraryDll/proto Math CNTK ActionsLib ComputationNetworkLib SGDLib SequenceTrainingLib CNTK/BrainScript Readers/ReaderLib PerformanceProfilerDll)
INCLUDEPATH+=$(PROTOBUF_PATH)/include
# COMMON_FLAGS include settings that are passed both to NVCC and C++ compilers.
COMMON_FLAGS:= -D_POSIX_SOURCE -D_XOPEN_SOURCE=600 -D__USE_XOPEN2K -std=c++11
CPPFLAGS:=
CXXFLAGS:= $(SSE_FLAGS) -std=c++0x -fopenmp -fpermissive -fPIC -Werror -fcheck-new
LIBPATH:=
LIBS_LIST:=
LDFLAGS:=
CXXVER_GE480:= $(shell expr `$(CXX) -dumpversion | sed -e 's/\.\([0-9][0-9]\)/\1/g' -e 's/\.\([0-9]\)/0\1/g' -e 's/^[0-9]\{3,4\}$$/&00/'` \>= 40800)
ifeq ($(CXXVER_GE480),1)
CXXFLAGS += -Wno-error=literal-suffix
endif
SEPARATOR = "=-----------------------------------------------------------="
ALL:=
ALL_LIBS:=
LIBS_FULLPATH:=
SRC:=
# Make sure all is the first (i.e. default) target, but we can't actually define it
# this early in the file, so let buildall do the work.
all : buildall
# Set up basic nvcc options and add CUDA targets from above
CUFLAGS = -m 64
ifdef CUDA_PATH
ifndef GDK_INCLUDE_PATH
GDK_INCLUDE_PATH=/usr/include/nvidia/gdk
$(info defaulting GDK_INCLUDE_PATH to $(GDK_INCLUDE_PATH))
endif
ifndef GDK_NVML_LIB_PATH
GDK_NVML_LIB_PATH=/usr/src/gdk/nvml/lib
$(info defaulting GDK_NVML_LIB_PATH to $(GDK_NVML_LIB_PATH))
endif
ifndef CUB_PATH
$(info defaulting CUB_PATH to /usr/local/cub-1.4.1)
CUB_PATH=/usr/local/cub-1.4.1
endif
DEVICE = gpu
NVCC = $(CUDA_PATH)/bin/nvcc
INCLUDEPATH+=$(GDK_INCLUDE_PATH)
INCLUDEPATH+=$(CUB_PATH)
# Set up CUDA includes and libraries
INCLUDEPATH += $(CUDA_PATH)/include
LIBPATH += $(CUDA_PATH)/lib64
LIBS_LIST += cublas cudart cuda curand cusparse nvidia-ml
# Set up cuDNN if needed
ifdef CUDNN_PATH
INCLUDEPATH += $(CUDNN_PATH)/cuda/include
LIBPATH += $(CUDNN_PATH)/cuda/lib64
LIBS_LIST += cudnn
COMMON_FLAGS +=-DUSE_CUDNN
endif
# Set up NCCL if needed
ifdef NCCL_PATH
INCLUDEPATH += $(NCCL_PATH)/include
LIBPATH += $(NCCL_PATH)/lib
LIBS_LIST += nccl
COMMON_FLAGS += -DUSE_NCCL
endif
else
DEVICE = cpu
COMMON_FLAGS +=-DCPUONLY
endif
ifeq ("$(MATHLIB)","mkl")
INCLUDEPATH += $(MKL_PATH)/$(CNTK_CUSTOM_MKL_VERSION)/include
LIBS_LIST += m
ifeq ("$(MKL_THREADING)","sequential")
LIBPATH += $(MKL_PATH)/$(CNTK_CUSTOM_MKL_VERSION)/x64/sequential
LIBS_LIST += mkl_cntk_s
else
LIBPATH += $(MKL_PATH)/$(CNTK_CUSTOM_MKL_VERSION)/x64/parallel
LIBS_LIST += mkl_cntk_p iomp5 pthread
endif
COMMON_FLAGS += -DUSE_MKL
endif
ifeq ("$(MATHLIB)","openblas")
INCLUDEPATH += $(OPENBLAS_PATH)/include
LIBPATH += $(OPENBLAS_PATH)/lib
LIBS_LIST += openblas m pthread
CPPFLAGS += -DUSE_OPENBLAS
endif
ifdef KALDI_PATH
########## Copy includes and defines from $(KALDI_PATH)/src/kaldi.mk ##########
FSTROOT = $(KALDI_PATH)/tools/openfst
ATLASINC = $(KALDI_PATH)/tools/ATLAS/include
INCLUDEPATH += $(KALDI_PATH)/src $(ATLASINC) $(FSTROOT)/include
CPPFLAGS += -DKALDI_DOUBLEPRECISION=0 -DHAVE_POSIX_MEMALIGN -DHAVE_EXECINFO_H=1 -DHAVE_CXXABI_H -DHAVE_ATLAS -DHAVE_OPENFST_GE_10400
KALDI_LIBPATH += $(KALDI_PATH)/src/lib
KALDI_LIBS_LIST := kaldi-util kaldi-matrix kaldi-base kaldi-hmm kaldi-cudamatrix kaldi-nnet kaldi-lat
KALDI_LIBS := $(addprefix -l,$(KALDI_LIBS_LIST))
endif
ifdef SUPPORT_AVX2
CPPFLAGS += -mavx2
endif
# Set up nvcc target architectures (will generate code to support them all, i.e. fat-binary, in release mode)
# In debug mode we will rely on JIT to create code "on the fly" for the underlying architecture
GENCODE_SM30 := -gencode arch=compute_30,code=\"sm_30,compute_30\"
GENCODE_SM35 := -gencode arch=compute_35,code=\"sm_35,compute_35\"
GENCODE_SM50 := -gencode arch=compute_50,code=\"sm_50,compute_50\"
# Should we relocate *.gcno and *.gcda files using -fprofile-dir option?
# Use GCOV_PREFIX and GCOV_PREFIX_STRIP if relocating:
# For example, if the object file /user/build/foo.o was built with -fprofile-arcs, the final executable will try to create the data file
# /user/build/foo.gcda when running on the target system. This will fail if the corresponding directory does not exist and it is unable
# to create it. This can be overcome by, for example, setting the environment as 'GCOV_PREFIX=/target/run' and 'GCOV_PREFIX_STRIP=1'.
# Such a setting will name the data file /target/run/build/foo.gcda
ifdef CNTK_CODE_COVERAGE
CXXFLAGS += -fprofile-arcs -ftest-coverage
LDFLAGS += -lgcov --coverage
endif
ifeq ("$(BUILDTYPE)","debug")
ifdef CNTK_CUDA_CODEGEN_DEBUG
GENCODE_FLAGS := $(CNTK_CUDA_CODEGEN_DEBUG)
else
GENCODE_FLAGS := $(GENCODE_SM30)
endif
CXXFLAGS += -g
LDFLAGS += -rdynamic
COMMON_FLAGS += -D_DEBUG -DNO_SYNC
CUFLAGS += -O0 -g -use_fast_math -lineinfo $(GENCODE_FLAGS)
endif
ifeq ("$(BUILDTYPE)","release")
ifdef CNTK_CUDA_CODEGEN_RELEASE
GENCODE_FLAGS := $(CNTK_CUDA_CODEGEN_RELEASE)
else
GENCODE_FLAGS := $(GENCODE_SM30) $(GENCODE_SM35) $(GENCODE_SM50)
endif
CXXFLAGS += -g -O4
LDFLAGS += -rdynamic
COMMON_FLAGS += -DNDEBUG -DNO_SYNC
CUFLAGS += -O3 -g -use_fast_math $(GENCODE_FLAGS)
endif
ifdef CNTK_CUDA_DEVICE_DEBUGINFO
CUFLAGS += -G
endif
# Create the library link options for the linker.
# LIBS_LIST must not be changed beyond this point.
LIBS:= $(addprefix -l,$(LIBS_LIST))
OBJDIR:= $(BUILD_TOP)/.build
BINDIR:= $(BUILD_TOP)/bin
LIBDIR:= $(BUILD_TOP)/lib
PYTHONDIR:= $(BUILD_TOP)/python
ORIGINLIBDIR:='$$ORIGIN/../lib'
ORIGINDIR:='$$ORIGIN'
CNTKMATH:=cntkmath
RPATH=-Wl,-rpath,
########################################
# Build info
########################################
BUILDINFO:= $(SOURCEDIR)/CNTK/buildinfo.h
GENBUILD:=Tools/generate_build_info
BUILDINFO_OUTPUT := $(shell $(GENBUILD) $(BUILD_TOP)/Config.make && echo Success)
ifneq ("$(BUILDINFO_OUTPUT)","Success")
$(error Could not generate $(BUILDINFO))
endif
########################################
# Performance profiler library
########################################
PERF_PROFILER:=perfprofiler
PP_SRC =\
$(SOURCEDIR)/PerformanceProfilerDll/PerformanceProfiler.cpp \
$(SOURCEDIR)/Common/File.cpp \
$(SOURCEDIR)/Common/fileutil.cpp \
$(SOURCEDIR)/Common/ExceptionWithCallStack.cpp \
PP_OBJ := $(patsubst %.cpp, $(OBJDIR)/%.o, $(PP_SRC))
PERF_PROFILER_LIB:= $(LIBDIR)/lib$(PERF_PROFILER).so
ALL += $(PERF_PROFILER_LIB)
SRC += $(PP_SRC)
$(PERF_PROFILER_LIB): $(PP_OBJ)
@echo $(SEPARATOR)
@echo creating $@ for $(ARCH) with build type $(BUILDTYPE)
@mkdir -p $(dir $@)
$(CXX) $(LDFLAGS) -shared $(patsubst %,$(RPATH)%, $(ORIGINDIR)) -o $@ $^
########################################
# Math library
########################################
# Define all sources that need to be built
READER_SRC =\
$(SOURCEDIR)/Readers/ReaderLib/BlockRandomizer.cpp \
$(SOURCEDIR)/Readers/ReaderLib/Bundler.cpp \
$(SOURCEDIR)/Readers/ReaderLib/NoRandomizer.cpp \
$(SOURCEDIR)/Readers/ReaderLib/ReaderShim.cpp \
$(SOURCEDIR)/Readers/ReaderLib/ChunkRandomizer.cpp \
$(SOURCEDIR)/Readers/ReaderLib/SequenceRandomizer.cpp \
$(SOURCEDIR)/Readers/ReaderLib/SequencePacker.cpp \
$(SOURCEDIR)/Readers/ReaderLib/TruncatedBpttPacker.cpp \
$(SOURCEDIR)/Readers/ReaderLib/PackerBase.cpp \
$(SOURCEDIR)/Readers/ReaderLib/FramePacker.cpp \
$(SOURCEDIR)/Readers/ReaderLib/ReaderBase.cpp \
$(SOURCEDIR)/Readers/ReaderLib/Indexer.cpp \
$(SOURCEDIR)/Readers/ReaderLib/ChunkCache.cpp \
COMMON_SRC =\
$(SOURCEDIR)/Common/Config.cpp \
$(SOURCEDIR)/Common/Globals.cpp \
$(SOURCEDIR)/Common/DataReader.cpp \
$(SOURCEDIR)/Common/DataWriter.cpp \
$(SOURCEDIR)/Common/ExceptionWithCallStack.cpp \
$(SOURCEDIR)/Common/Eval.cpp \
$(SOURCEDIR)/Common/File.cpp \
$(SOURCEDIR)/Common/TimerUtility.cpp \
$(SOURCEDIR)/Common/fileutil.cpp \
$(SOURCEDIR)/Common/Sequences.cpp \
MATH_SRC =\
$(SOURCEDIR)/Math/BatchNormalizationEngine.cpp \
$(SOURCEDIR)/Math/BlockHandlerSSE.cpp \
$(SOURCEDIR)/Math/CUDAPageLockedMemAllocator.cpp \
$(SOURCEDIR)/Math/CPUMatrix.cpp \
$(SOURCEDIR)/Math/CPURNGHandle.cpp \
$(SOURCEDIR)/Math/CPUSparseMatrix.cpp \
$(SOURCEDIR)/Math/ConvolutionEngine.cpp \
$(SOURCEDIR)/Math/MatrixQuantizerImpl.cpp \
$(SOURCEDIR)/Math/MatrixQuantizerCPU.cpp \
$(SOURCEDIR)/Math/Matrix.cpp \
$(SOURCEDIR)/Math/QuantizedMatrix.cpp \
$(SOURCEDIR)/Math/DataTransferer.cpp \
$(SOURCEDIR)/Math/RNGHandle.cpp \
$(SOURCEDIR)/Math/TensorView.cpp \
$(SOURCEDIR)/Math/NcclComm.cpp \
ifdef SUPPORT_AVX2
MATH_SRC +=\
$(SOURCEDIR)/Math/BlockHandlerAVX.cpp \
endif
ifdef CUDA_PATH
MATH_SRC +=\
$(SOURCEDIR)/Math/CuDnnBatchNormalization.cu \
$(SOURCEDIR)/Math/CuDnnCommon.cu \
$(SOURCEDIR)/Math/CuDnnConvolutionEngine.cu \
$(SOURCEDIR)/Math/CuDnnRNN.cpp \
$(SOURCEDIR)/Math/GPUDataTransferer.cpp \
$(SOURCEDIR)/Math/GPUMatrix.cu \
$(SOURCEDIR)/Math/GPUSparseMatrix.cu \
$(SOURCEDIR)/Math/GPUTensor.cu \
$(SOURCEDIR)/Math/GPUWatcher.cu \
$(SOURCEDIR)/Math/GPURNGHandle.cu \
$(SOURCEDIR)/Math/MatrixQuantizerGPU.cu \
else
MATH_SRC +=\
$(SOURCEDIR)/Math/NoGPU.cpp
endif
MATH_SRC+=$(COMMON_SRC)
MATH_SRC+=$(READER_SRC)
MATH_OBJ := $(patsubst %.cu, $(OBJDIR)/%.o, $(patsubst %.cpp, $(OBJDIR)/%.o, $(MATH_SRC)))
CNTKMATH_LIB:= $(LIBDIR)/lib$(CNTKMATH).so
ALL_LIBS += $(CNTKMATH_LIB)
SRC+=$(MATH_SRC)
$(CNTKMATH_LIB): $(MATH_OBJ) | $(PERF_PROFILER_LIB)
@echo $(SEPARATOR)
@echo creating $@ for $(ARCH) with build type $(BUILDTYPE)
@mkdir -p $(dir $@)
$(CXX) $(LDFLAGS) -shared $(patsubst %,-L%, $(LIBPATH) $(LIBDIR) $(GDK_NVML_LIB_PATH)) $(patsubst %,$(RPATH)%, $(ORIGINDIR) $(LIBPATH)) -o $@ $^ $(LIBS) -fopenmp -l$(PERF_PROFILER)
# Any executable using Common or ReaderLib needs to link these libraries.
READER_LIBS := $(CNTKMATH_LIB) $(PERF_PROFILER_LIB)
L_READER_LIBS := -l$(CNTKMATH) -l$(PERF_PROFILER)
########################################
# CNTKLibrary
########################################
CNTK_COMMON_SRC =\
$(SOURCEDIR)/Common/BestGpu.cpp \
$(SOURCEDIR)/Common/MPIWrapper.cpp \
COMPUTATION_NETWORK_LIB_SRC =\
$(SOURCEDIR)/ComputationNetworkLib/ComputationNode.cpp \
$(SOURCEDIR)/ComputationNetworkLib/ComputationNodeScripting.cpp \
$(SOURCEDIR)/ComputationNetworkLib/InputAndParamNodes.cpp \
$(SOURCEDIR)/ComputationNetworkLib/RecurrentNodes.cpp \
$(SOURCEDIR)/ComputationNetworkLib/LinearAlgebraNodes.cpp \
$(SOURCEDIR)/ComputationNetworkLib/ReshapingNodes.cpp \
$(SOURCEDIR)/ComputationNetworkLib/RNNNodes.cpp \
$(SOURCEDIR)/ComputationNetworkLib/SpecialPurposeNodes.cpp \
$(SOURCEDIR)/ComputationNetworkLib/ComputationNetwork.cpp \
$(SOURCEDIR)/ComputationNetworkLib/ComputationNetworkEvaluation.cpp \
$(SOURCEDIR)/ComputationNetworkLib/ComputationNetworkAnalysis.cpp \
$(SOURCEDIR)/ComputationNetworkLib/ComputationNetworkEditing.cpp \
$(SOURCEDIR)/ComputationNetworkLib/ComputationNetworkBuilder.cpp \
$(SOURCEDIR)/ComputationNetworkLib/ComputationNetworkScripting.cpp \
$(SOURCEDIR)/ComputationNetworkLib/TrainingNodes.cpp \
SEQUENCE_TRAINING_LIB_SRC =\
$(SOURCEDIR)/SequenceTrainingLib/latticeforwardbackward.cpp \
$(SOURCEDIR)/SequenceTrainingLib/parallelforwardbackward.cpp \
ifdef CUDA_PATH
SEQUENCE_TRAINING_LIB_SRC +=\
$(SOURCEDIR)/Math/cudalatticeops.cu \
$(SOURCEDIR)/Math/cudalattice.cpp \
$(SOURCEDIR)/Math/cudalib.cpp \
else
SEQUENCE_TRAINING_LIB_SRC +=\
$(SOURCEDIR)/SequenceTrainingLib/latticeNoGPU.cpp \
endif
CNTKLIBRARY_COMMON_SRC =\
$(SOURCEDIR)/CNTKv2LibraryDll/BackCompat.cpp \
$(SOURCEDIR)/CNTKv2LibraryDll/Common.cpp \
$(SOURCEDIR)/CNTKv2LibraryDll/Function.cpp \
$(SOURCEDIR)/CNTKv2LibraryDll/PrimitiveFunction.cpp \
$(SOURCEDIR)/CNTKv2LibraryDll/CompositeFunction.cpp \
$(SOURCEDIR)/CNTKv2LibraryDll/NDArrayView.cpp \
$(SOURCEDIR)/CNTKv2LibraryDll/NDMask.cpp \
$(SOURCEDIR)/CNTKv2LibraryDll/Trainer.cpp \
$(SOURCEDIR)/CNTKv2LibraryDll/Utils.cpp \
$(SOURCEDIR)/CNTKv2LibraryDll/Value.cpp \
$(SOURCEDIR)/CNTKv2LibraryDll/Variable.cpp \
$(SOURCEDIR)/CNTKv2LibraryDll/Learner.cpp \
$(SOURCEDIR)/CNTKv2LibraryDll/Serialization.cpp \
$(SOURCEDIR)/CNTKv2LibraryDll/DistributedCommunicator.cpp \
$(SOURCEDIR)/CNTKv2LibraryDll/DistributedLearnerBase.cpp \
$(SOURCEDIR)/CNTKv2LibraryDll/DataParallelDistributedLearner.cpp \
$(SOURCEDIR)/CNTKv2LibraryDll/proto/CNTK.pb.cc \
CNTKLIBRARY_SRC =\
$(SOURCEDIR)/CNTKv2LibraryDll/ComputeInputStatistics.cpp \
$(SOURCEDIR)/CNTKv2LibraryDll/MinibatchSource.cpp \
CNTKLIBRARY_SRC+=$(CNTKLIBRARY_COMMON_SRC)
CNTKLIBRARY_SRC+=$(CNTK_COMMON_SRC)
CNTKLIBRARY_SRC+=$(COMPUTATION_NETWORK_LIB_SRC)
CNTKLIBRARY_SRC+=$(SEQUENCE_TRAINING_LIB_SRC)
CNTKLIBRARY_VERSION=2.0
CNTKLIBRARY:=cntklibrary-$(CNTKLIBRARY_VERSION)
CNTKLIBRARY_OBJ:=\
$(patsubst %.cu, $(OBJDIR)/%.o, $(filter %.cu, $(CNTKLIBRARY_SRC))) \
$(patsubst %.pb.cc, $(OBJDIR)/%.pb.o, $(filter %.pb.cc, $(CNTKLIBRARY_SRC))) \
$(patsubst %.cpp, $(OBJDIR)/%.o, $(filter %.cpp, $(CNTKLIBRARY_SRC)))
CNTKLIBRARY_LIB:=$(LIBDIR)/lib$(CNTKLIBRARY).so
ALL_LIBS+=$(CNTKLIBRARY_LIB)
SRC+=$(CNTKLIBRARY_SRC)
$(CNTKLIBRARY_LIB): $(CNTKLIBRARY_OBJ) | $(CNTKMATH_LIB)
@echo $(SEPARATOR)
@mkdir -p $(dir $@)
@echo building $@ for $(ARCH) with build type $(BUILDTYPE)
$(CXX) $(LDFLAGS) -shared $(patsubst %,-L%, $(LIBDIR) $(LIBPATH) $(GDK_NVML_LIB_PATH)) $(patsubst %,$(RPATH)%, $(ORIGINDIR) $(LIBPATH)) -o $@ $^ $(LIBS) -l$(CNTKMATH) $(PROTOBUF_PATH)/lib/libprotobuf.a -fopenmp
########################################
# CNTKLibrary tests
########################################
CNTKLIBRARY_TESTS_SRC_PATH =\
Tests/UnitTests/V2LibraryTests
CNTKLIBRARY_TESTS_SRC =\
$(CNTKLIBRARY_TESTS_SRC_PATH)/FeedForwardTests.cpp \
$(CNTKLIBRARY_TESTS_SRC_PATH)/Main.cpp \
$(CNTKLIBRARY_TESTS_SRC_PATH)/Common.cpp \
$(CNTKLIBRARY_TESTS_SRC_PATH)/NDArrayViewTests.cpp \
$(CNTKLIBRARY_TESTS_SRC_PATH)/RecurrentFunctionTests.cpp \
$(CNTKLIBRARY_TESTS_SRC_PATH)/BlockTests.cpp \
$(CNTKLIBRARY_TESTS_SRC_PATH)/TensorTests.cpp \
$(CNTKLIBRARY_TESTS_SRC_PATH)/ValueTests.cpp \
$(CNTKLIBRARY_TESTS_SRC_PATH)/TrainerTests.cpp \
$(CNTKLIBRARY_TESTS_SRC_PATH)/CifarResNet.cpp \
$(CNTKLIBRARY_TESTS_SRC_PATH)/SerializationTests.cpp \
$(CNTKLIBRARY_TESTS_SRC_PATH)/LearnerTests.cpp \
$(CNTKLIBRARY_TESTS_SRC_PATH)/FunctionTests.cpp \
$(CNTKLIBRARY_TESTS_SRC_PATH)/SequenceClassification.cpp \
$(CNTKLIBRARY_TESTS_SRC_PATH)/Seq2Seq.cpp \
$(CNTKLIBRARY_TESTS_SRC_PATH)/TruncatedLSTMAcousticModel.cpp \
$(CNTKLIBRARY_TESTS_SRC_PATH)/DeviceSelectionTests.cpp \
$(CNTKLIBRARY_TESTS_SRC_PATH)/MinibatchSourceTest.cpp \
$(CNTKLIBRARY_TESTS_SRC_PATH)/UserDefinedFunctionTests.cpp \
Examples/Evaluation/CPPEvalV2Client/EvalMultithreads.cpp \
CNTKLIBRARY_TESTS:=$(BINDIR)/v2librarytests
CNTKLIBRARY_TESTS_OBJ := $(patsubst %.cu, $(OBJDIR)/%.o, $(patsubst %.cpp, $(OBJDIR)/%.o, $(CNTKLIBRARY_TESTS_SRC)))
ALL+=$(CNTKLIBRARY_TESTS)
SRC+=$(CNTKLIBRARY_TESTS_SRC)
$(CNTKLIBRARY_TESTS): $(CNTKLIBRARY_TESTS_OBJ) | $(CNTKLIBRARY_LIB) $(READER_LIBS)
@echo $(SEPARATOR)
@mkdir -p $(dir $@)
@echo building $@ for $(ARCH) with build type $(BUILDTYPE)
$(CXX) $(LDFLAGS) $(patsubst %,-L%, $(LIBDIR) $(LIBPATH) $(GDK_NVML_LIB_PATH)) $(patsubst %,$(RPATH)%, $(ORIGINLIBDIR) $(LIBPATH)) -o $@ $^ $(LIBS) -l$(CNTKLIBRARY) $(L_READER_LIBS)
########################################
# CNTKLibrary distribution tests
########################################
CNTKLIBRARY_DISTRIBUTION_TESTS_SRC =\
$(CNTKLIBRARY_TESTS_SRC_PATH)/Common.cpp \
Tests/UnitTests/V2LibraryDistributionTests/Main.cpp \
Tests/UnitTests/V2LibraryDistributionTests/FrameModeTests.cpp \
CNTKLIBRARY_DISTRIBUTION_TESTS:=$(BINDIR)/v2librarydistributiontests
CNTKLIBRARY_DISTRIBUTION_TESTS_OBJ := $(patsubst %.cu, $(OBJDIR)/%.o, $(patsubst %.cpp, $(OBJDIR)/%.o, $(CNTKLIBRARY_DISTRIBUTION_TESTS_SRC)))
ALL+=$(CNTKLIBRARY_DISTRIBUTION_TESTS)
SRC+=$(CNTKLIBRARY_DISTRIBUTION_TESTS_SRC)
INCLUDEPATH+=$(CNTKLIBRARY_TESTS_SRC_PATH)
$(CNTKLIBRARY_DISTRIBUTION_TESTS): $(CNTKLIBRARY_DISTRIBUTION_TESTS_OBJ) | $(CNTKLIBRARY_LIB) $(READER_LIBS)
@echo $(SEPARATOR)
@mkdir -p $(dir $@)
@echo building $@ for $(ARCH) with build type $(BUILDTYPE)
$(CXX) $(LDFLAGS) $(patsubst %,-L%, $(LIBDIR) $(LIBPATH) $(GDK_NVML_LIB_PATH)) $(patsubst %,$(RPATH)%, $(ORIGINLIBDIR) $(LIBPATH)) -o $@ $^ $(LIBS) -l$(CNTKLIBRARY) $(L_READER_LIBS)
########################################
# LibEval
########################################
EVAL:=eval
SGDLIB_SRC=\
$(SOURCEDIR)/SGDLib/ASGDHelper.cpp \
$(SOURCEDIR)/SGDLib/Profiler.cpp \
$(SOURCEDIR)/SGDLib/SGD.cpp \
$(SOURCEDIR)/SGDLib/PostComputingActions.cpp \
SGDLIB_SRC+=$(CNTKLIBRARY_COMMON_SRC)
EVAL_SRC=\
$(SOURCEDIR)/EvalDll/CNTKEval.cpp \
$(SOURCEDIR)/CNTK/BrainScript/BrainScriptEvaluator.cpp \
$(SOURCEDIR)/CNTK/BrainScript/BrainScriptParser.cpp \
$(SOURCEDIR)/CNTK/ModelEditLanguage.cpp \
$(SOURCEDIR)/ActionsLib/EvalActions.cpp \
$(SOURCEDIR)/ActionsLib/NetworkFactory.cpp \
$(SOURCEDIR)/ActionsLib/NetworkDescriptionLanguage.cpp \
$(SOURCEDIR)/ActionsLib/SimpleNetworkBuilder.cpp \
$(SOURCEDIR)/ActionsLib/NDLNetworkBuilder.cpp \
EVAL_SRC+=$(SGDLIB_SRC)
EVAL_SRC+=$(COMPUTATION_NETWORK_LIB_SRC)
EVAL_SRC+=$(CNTK_COMMON_SRC)
EVAL_SRC+=$(SEQUENCE_TRAINING_LIB_SRC)
EVAL_OBJ:=\
$(patsubst %.cu, $(OBJDIR)/%.o, $(filter %.cu, $(EVAL_SRC))) \
$(patsubst %.pb.cc, $(OBJDIR)/%.pb.o, $(filter %.pb.cc, $(EVAL_SRC))) \
$(patsubst %.cpp, $(OBJDIR)/%.o, $(filter %.cpp, $(EVAL_SRC)))
EVAL_LIB:=$(LIBDIR)/lib$(EVAL).so
ALL_LIBS+=$(EVAL_LIB)
SRC+=$(EVAL_SRC)
$(EVAL_LIB): $(EVAL_OBJ) | $(CNTKMATH_LIB)
@echo $(SEPARATOR)
@mkdir -p $(dir $@)
@echo Building $(EVAL_LIB) for $(ARCH) with build type $(BUILDTYPE)
$(CXX) $(LDFLAGS) -shared $(patsubst %,-L%, $(LIBDIR) $(LIBPATH) $(GDK_NVML_LIB_PATH)) $(patsubst %,$(RPATH)%, $(ORIGINDIR) $(LIBPATH)) -o $@ $^ $(LIBS) -l$(CNTKMATH) $(lMULTIVERSO) $(PROTOBUF_PATH)/lib/libprotobuf.a
########################################
# Eval Sample clients
########################################
EVAL_CLIENT:=$(BINDIR)/cppevalclient
EVAL_CLIENT_SRC=\
$(SOURCEDIR)/../Examples/Evaluation/CPPEvalClient/CPPEvalClient.cpp
EVAL_CLIENT_OBJ:=$(patsubst %.cpp, $(OBJDIR)/%.o, $(EVAL_CLIENT_SRC))
ALL+=$(EVAL_CLIENT)
SRC+=$(EVAL_CLIENT_SRC)
$(EVAL_CLIENT): $(EVAL_CLIENT_OBJ) | $(EVAL_LIB) $(READER_LIBS)
@echo $(SEPARATOR)
@mkdir -p $(dir $@)
@echo building $(EVAL_CLIENT) for $(ARCH) with build type $(BUILDTYPE)
$(CXX) $(LDFLAGS) $(patsubst %,-L%, $(LIBDIR) $(LIBPATH) $(GDK_NVML_LIB_PATH)) $(patsubst %,$(RPATH)%, $(ORIGINLIBDIR) $(LIBPATH)) -o $@ $^ $(LIBS) -l$(EVAL) $(L_READER_LIBS) $(lMULTIVERSO)
EVAL_EXTENDED_CLIENT:=$(BINDIR)/cppevalextendedclient
EVAL_EXTENDED_CLIENT_SRC=\
$(SOURCEDIR)/../Examples/Evaluation/CPPEvalExtendedClient/CPPEvalExtendedClient.cpp
EVAL_EXTENDED_CLIENT_OBJ:=$(patsubst %.cpp, $(OBJDIR)/%.o, $(EVAL_EXTENDED_CLIENT_SRC))
ALL+=$(EVAL_EXTENDED_CLIENT)
SRC+=$(EVAL_EXTENDED_CLIENT_SRC)
$(EVAL_EXTENDED_CLIENT): $(EVAL_EXTENDED_CLIENT_OBJ) | $(EVAL_LIB) $(READER_LIBS)
@echo $(SEPARATOR)
@mkdir -p $(dir $@)
@echo building $(EVAL_EXTENDED_CLIENT) for $(ARCH) with build type $(BUILDTYPE)
$(CXX) $(LDFLAGS) $(patsubst %,-L%, $(LIBDIR) $(LIBPATH) $(GDK_NVML_LIB_PATH)) $(patsubst %,$(RPATH)%, $(ORIGINLIBDIR) $(LIBPATH)) -o $@ $^ $(LIBS) -l$(EVAL) $(L_READER_LIBS) $(lMULTIVERSO)
########################################
# Eval V2 Sample client
########################################
EVALV2_SAMPLE_CLIENT:=$(BINDIR)/cppevalv2client
EVALV2_SAMPLE_CLIENT_SRC=\
$(SOURCEDIR)/../Examples/Evaluation/CPPEvalV2Client/CPPEvalV2Client.cpp \
$(SOURCEDIR)/../Examples/Evaluation/CPPEvalV2Client/EvalMultithreads.cpp
EVALV2_SAMPLE_CLIENT_OBJ:=$(patsubst %.cpp, $(OBJDIR)/%.o, $(EVALV2_SAMPLE_CLIENT_SRC))
ALL+=$(EVALV2_SAMPLE_CLIENT)
SRC+=$(EVALV2_SAMPLE_CLIENT_SRC)
$(EVALV2_SAMPLE_CLIENT): $(EVALV2_SAMPLE_CLIENT_OBJ) | $(CNTKLIBRARY_LIB) $(READER_LIBS)
@echo $(SEPARATOR)
@mkdir -p $(dir $@)
@echo building $(EVALV2_SAMPLE_CLIENT) for $(ARCH) with build type $(BUILDTYPE)
$(CXX) $(LDFLAGS) $(patsubst %,-L%, $(LIBDIR) $(LIBPATH) $(GDK_NVML_LIB_PATH)) $(patsubst %,$(RPATH)%, $(ORIGINLIBDIR) $(LIBPATH)) -o $@ $^ $(LIBS) -l$(CNTKLIBRARY) $(L_READER_LIBS)
########################################
# BinaryReader plugin
########################################
BINARYREADER_SRC =\
$(SOURCEDIR)/Readers/BinaryReader/BinaryFile.cpp \
$(SOURCEDIR)/Readers/BinaryReader/BinaryReader.cpp \
$(SOURCEDIR)/Readers/BinaryReader/BinaryWriter.cpp \
BINARYREADER_OBJ := $(patsubst %.cpp, $(OBJDIR)/%.o, $(BINARYREADER_SRC))
BINARY_READER:= $(LIBDIR)/BinaryReader.so
#ALL_LIBS += $(BINARY_READER)
#SRC+=$(BINARYREADER_SRC)
$(BINARY_READER): $(BINARYREADER_OBJ) | $(CNTKMATH_LIB)
@echo $(SEPARATOR)
$(CXX) $(LDFLAGS) -shared $(patsubst %,-L%, $(LIBDIR) $(LIBPATH)) $(patsubst %,$(RPATH)%, $(ORIGINDIR) $(LIBPATH)) -o $@ $^ -l$(CNTKMATH)
########################################
# HTKMLFReader plugin
########################################
HTKMLFREADER_SRC =\
$(SOURCEDIR)/Readers/HTKMLFReader/Exports.cpp \
$(SOURCEDIR)/Readers/HTKMLFReader/DataWriterLocal.cpp \
$(SOURCEDIR)/Readers/HTKMLFReader/HTKMLFReader.cpp \
$(SOURCEDIR)/Readers/HTKMLFReader/HTKMLFWriter.cpp \
HTKMLFREADER_OBJ := $(patsubst %.cpp, $(OBJDIR)/%.o, $(HTKMLFREADER_SRC))
HTKMLFREADER:=$(LIBDIR)/HTKMLFReader.so
ALL_LIBS+=$(HTKMLFREADER)
SRC+=$(HTKMLFREADER_SRC)
$(LIBDIR)/HTKMLFReader.so: $(HTKMLFREADER_OBJ) | $(CNTKMATH_LIB)
@echo $(SEPARATOR)
$(CXX) $(LDFLAGS) -shared $(patsubst %,-L%, $(LIBDIR) $(LIBPATH)) $(patsubst %,$(RPATH)%, $(ORIGINDIR) $(LIBPATH)) -o $@ $^ -l$(CNTKMATH)
########################################
# CompositeDataReader plugin
########################################
COMPOSITEDATAREADER_SRC =\
$(SOURCEDIR)/Readers/CompositeDataReader/CompositeDataReader.cpp \
$(SOURCEDIR)/Readers/CompositeDataReader/Exports.cpp \
COMPOSITEDATAREADER_OBJ := $(patsubst %.cpp, $(OBJDIR)/%.o, $(COMPOSITEDATAREADER_SRC))
COMPOSITEDATAREADER:=$(LIBDIR)/CompositeDataReader.so
ALL_LIBS+=$(COMPOSITEDATAREADER)
SRC+=$(COMPOSITEDATAREADER_SRC)
$(LIBDIR)/CompositeDataReader.so: $(COMPOSITEDATAREADER_OBJ) | $(CNTKMATH_LIB)
@echo $(SEPARATOR)
$(CXX) $(LDFLAGS) -shared $(patsubst %,-L%, $(LIBDIR) $(LIBPATH)) $(patsubst %,$(RPATH)%, $(ORIGINDIR) $(LIBPATH)) -o $@ $^ -l$(CNTKMATH)
########################################
# HTKDeserializers plugin
########################################
HTKDESERIALIZERS_SRC =\
$(SOURCEDIR)/Readers/HTKMLFReader/DataWriterLocal.cpp \
$(SOURCEDIR)/Readers/HTKMLFReader/HTKMLFWriter.cpp \
$(SOURCEDIR)/Readers/HTKDeserializers/ConfigHelper.cpp \
$(SOURCEDIR)/Readers/HTKDeserializers/Exports.cpp \
$(SOURCEDIR)/Readers/HTKDeserializers/HTKDataDeserializer.cpp \
$(SOURCEDIR)/Readers/HTKDeserializers/HTKMLFReader.cpp \
$(SOURCEDIR)/Readers/HTKDeserializers/MLFDataDeserializer.cpp \
HTKDESERIALIZERS_OBJ := $(patsubst %.cpp, $(OBJDIR)/%.o, $(HTKDESERIALIZERS_SRC))
HTKDESERIALIZERS:=$(LIBDIR)/HTKDeserializers.so
ALL_LIBS+=$(HTKDESERIALIZERS)
SRC+=$(HTKDESERIALIZERS_SRC)
$(LIBDIR)/HTKDeserializers.so: $(HTKDESERIALIZERS_OBJ) | $(CNTKMATH_LIB)
@echo $(SEPARATOR)
$(CXX) $(LDFLAGS) -shared $(patsubst %,-L%, $(LIBDIR) $(LIBPATH)) $(patsubst %,$(RPATH)%, $(ORIGINDIR) $(LIBPATH)) -o $@ $^ -l$(CNTKMATH)
########################################
# LMSequenceReader plugin
########################################
LMSEQUENCEREADER_SRC =\
$(SOURCEDIR)/Readers/LMSequenceReader/Exports.cpp \
$(SOURCEDIR)/Readers/LMSequenceReader/SequenceParser.cpp \
$(SOURCEDIR)/Readers/LMSequenceReader/SequenceReader.cpp \
$(SOURCEDIR)/Readers/LMSequenceReader/SequenceWriter.cpp \
LMSEQUENCEREADER_OBJ := $(patsubst %.cpp, $(OBJDIR)/%.o, $(LMSEQUENCEREADER_SRC))
LMSEQUENCEREADER:= $(LIBDIR)/LMSequenceReader.so
ALL_LIBS+=$(LMSEQUENCEREADER)
SRC+=$(LMSEQUENCEREADER_SRC)
$(LMSEQUENCEREADER): $(LMSEQUENCEREADER_OBJ) | $(CNTKMATH_LIB)
@echo $(SEPARATOR)
$(CXX) $(LDFLAGS) -shared $(patsubst %,-L%, $(LIBDIR) $(LIBPATH)) $(patsubst %,$(RPATH)%, $(ORIGINDIR) $(LIBPATH)) -o $@ $^ -l$(CNTKMATH)
########################################
# LUSequenceReader plugin
########################################
LUSEQUENCEREADER_SRC =\
$(SOURCEDIR)/Readers/LUSequenceReader/Exports.cpp \
$(SOURCEDIR)/Readers/LUSequenceReader/DataWriterLocal.cpp \
$(SOURCEDIR)/Readers/LUSequenceReader/LUSequenceParser.cpp \
$(SOURCEDIR)/Readers/LUSequenceReader/LUSequenceReader.cpp \
$(SOURCEDIR)/Readers/LUSequenceReader/LUSequenceWriter.cpp \
LUSEQUENCEREADER_OBJ := $(patsubst %.cpp, $(OBJDIR)/%.o, $(LUSEQUENCEREADER_SRC))
LUSEQUENCEREADER:=$(LIBDIR)/LUSequenceReader.so
ALL_LIBS+=$(LUSEQUENCEREADER)
SRC+=$(LUSEQUENCEREADER_SRC)
$(LUSEQUENCEREADER): $(LUSEQUENCEREADER_OBJ) | $(CNTKMATH_LIB)
@echo $(SEPARATOR)
$(CXX) $(LDFLAGS) -shared $(patsubst %,-L%, $(LIBDIR) $(LIBPATH)) $(patsubst %,$(RPATH)%, $(ORIGINDIR) $(LIBPATH)) -o $@ $^ -l$(CNTKMATH)
########################################
# UCIFastReader plugin
########################################
UCIFASTREADER_SRC =\
$(SOURCEDIR)/Readers/UCIFastReader/Exports.cpp \
$(SOURCEDIR)/Readers/UCIFastReader/UCIFastReader.cpp \
$(SOURCEDIR)/Readers/UCIFastReader/UCIParser.cpp \
UCIFASTREADER_OBJ := $(patsubst %.cpp, $(OBJDIR)/%.o, $(UCIFASTREADER_SRC))
UCIFASTREADER:=$(LIBDIR)/UCIFastReader.so
ALL_LIBS += $(UCIFASTREADER)
SRC+=$(UCIFASTREADER_SRC)
$(UCIFASTREADER): $(UCIFASTREADER_OBJ) | $(CNTKMATH_LIB)
@echo $(SEPARATOR)
$(CXX) $(LDFLAGS) -shared $(patsubst %,-L%, $(LIBDIR) $(LIBPATH)) $(patsubst %,$(RPATH)%, $(ORIGINDIR) $(LIBPATH)) -o $@ $^ -l$(CNTKMATH)
########################################
# LibSVMBinaryReader plugin
########################################
LIBSVMBINARYREADER_SRC =\
$(SOURCEDIR)/Readers/LibSVMBinaryReader/Exports.cpp \
$(SOURCEDIR)/Readers/LibSVMBinaryReader/LibSVMBinaryReader.cpp \
LIBSVMBINARYREADER_OBJ := $(patsubst %.cpp, $(OBJDIR)/%.o, $(LIBSVMBINARYREADER_SRC))
LIBSVMBINARYREADER:=$(LIBDIR)/LibSVMBinaryReader.so
ALL_LIBS += $(LIBSVMBINARYREADER)
SRC+=$(LIBSVMBINARYREADER_SRC)
$(LIBSVMBINARYREADER): $(LIBSVMBINARYREADER_OBJ) | $(CNTKMATH_LIB)
@echo $(SEPARATOR)
$(CXX) $(LDFLAGS) -shared $(patsubst %,-L%, $(LIBDIR) $(LIBPATH)) $(patsubst %,$(RPATH)%, $(ORIGINDIR) $(LIBPATH)) -o $@ $^ -l$(CNTKMATH)
########################################
# SparsePCReader plugin
########################################
SPARSEPCREADER_SRC =\
$(SOURCEDIR)/Readers/SparsePCReader/Exports.cpp \
$(SOURCEDIR)/Readers/SparsePCReader/SparsePCReader.cpp \
SPARSEPCREADER_OBJ := $(patsubst %.cpp, $(OBJDIR)/%.o, $(SPARSEPCREADER_SRC))
SPARSEPCREADER:=$(LIBDIR)/SparsePCReader.so
ALL_LIBS += $(SPARSEPCREADER)
SRC+=$(SPARSEPCREADER_SRC)
$(SPARSEPCREADER): $(SPARSEPCREADER_OBJ) | $(CNTKMATH_LIB)
@echo $(SEPARATOR)
$(CXX) $(LDFLAGS) -shared $(patsubst %,-L%, $(LIBDIR) $(LIBPATH)) $(patsubst %,$(RPATH)%, $(ORIGINDIR) $(LIBPATH)) -o $@ $^ -l$(CNTKMATH)
########################################
# CNTKBinaryReader plugin
########################################
CNTKBINARYREADER_SRC =\
$(SOURCEDIR)/Readers/CNTKBinaryReader/Exports.cpp \
$(SOURCEDIR)/Readers/CNTKBinaryReader/BinaryChunkDeserializer.cpp \
$(SOURCEDIR)/Readers/CNTKBinaryReader/BinaryConfigHelper.cpp \
$(SOURCEDIR)/Readers/CNTKBinaryReader/CNTKBinaryReader.cpp \
CNTKBINARYREADER_OBJ := $(patsubst %.cpp, $(OBJDIR)/%.o, $(CNTKBINARYREADER_SRC))
CNTKBINARYREADER:=$(LIBDIR)/CNTKBinaryReader.so
ALL += $(CNTKBINARYREADER)
SRC+=$(CNTKBINARYREADER_SRC)
$(CNTKBINARYREADER): $(CNTKBINARYREADER_OBJ) | $(CNTKMATH_LIB)
@echo $(SEPARATOR)
$(CXX) $(LDFLAGS) -shared $(patsubst %,-L%, $(LIBDIR) $(LIBPATH)) $(patsubst %,$(RPATH)%, $(ORIGINDIR) $(LIBPATH)) -o $@ $^ -l$(CNTKMATH)
########################################
# CNTKTextFormatReader plugin
########################################
CNTKTEXTFORMATREADER_SRC =\
$(SOURCEDIR)/Readers/CNTKTextFormatReader/Exports.cpp \
$(SOURCEDIR)/Readers/CNTKTextFormatReader/TextParser.cpp \
$(SOURCEDIR)/Readers/CNTKTextFormatReader/CNTKTextFormatReader.cpp \
$(SOURCEDIR)/Readers/CNTKTextFormatReader/TextConfigHelper.cpp \
CNTKTEXTFORMATREADER_OBJ := $(patsubst %.cpp, $(OBJDIR)/%.o, $(CNTKTEXTFORMATREADER_SRC))
CNTKTEXTFORMATREADER:=$(LIBDIR)/CNTKTextFormatReader.so
ALL_LIBS += $(CNTKTEXTFORMATREADER)
SRC+=$(CNTKTEXTFORMATREADER_SRC)
$(CNTKTEXTFORMATREADER): $(CNTKTEXTFORMATREADER_OBJ) | $(CNTKMATH_LIB)
@echo $(SEPARATOR)
$(CXX) $(LDFLAGS) -shared $(patsubst %,-L%, $(LIBDIR) $(LIBPATH)) $(patsubst %,$(RPATH)%, $(ORIGINDIR) $(LIBPATH)) -o $@ $^ -l$(CNTKMATH)
########################################
# Kaldi plugins
########################################
ifdef KALDI_PATH
KALDI2READER_SRC = \
$(SOURCEDIR)/Readers/Kaldi2Reader/DataReader.cpp \
$(SOURCEDIR)/Readers/Kaldi2Reader/DataWriter.cpp \
$(SOURCEDIR)/Readers/Kaldi2Reader/HTKMLFReader.cpp \
$(SOURCEDIR)/Readers/Kaldi2Reader/HTKMLFWriter.cpp \
$(SOURCEDIR)/Readers/Kaldi2Reader/KaldiSequenceTrainingDerivative.cpp \
$(SOURCEDIR)/Readers/Kaldi2Reader/UtteranceDerivativeBuffer.cpp \
KALDI2READER_OBJ := $(patsubst %.cpp, $(OBJDIR)/%.o, $(KALDI2READER_SRC))
KALDI2READER:=$(LIBDIR)/Kaldi2Reader.so
ALL_LIBS+=$(KALDI2READER)
SRC+=$(KALDI2READER_SRC)
$(KALDI2READER): $(KALDI2READER_OBJ) | $(CNTKMATH_LIB)
@echo $(SEPARATOR)
$(CXX) $(LDFLAGS) -shared $(patsubst %,-L%, $(LIBDIR) $(KALDI_LIBPATH) $(LIBPATH)) $(patsubst %,$(RPATH)%, $(ORIGINDIR) $(KALDI_LIBPATH) $(LIBPATH)) -o $@ $^ -l$(CNTKMATH) $(KALDI_LIBS)
endif
########################################
# ImageReader plugin
########################################
ifdef OPENCV_PATH
ifdef BOOST_PATH
INCLUDEPATH += $(BOOST_PATH)/include
IMAGEREADER_LIBS_LIST := opencv_core opencv_imgproc opencv_imgcodecs
ifdef LIBZIP_PATH
CPPFLAGS += -DUSE_ZIP
# Both directories are needed for building libzip
INCLUDEPATH += $(LIBZIP_PATH)/include $(LIBZIP_PATH)/lib/libzip/include
LIBPATH += $(LIBZIP_PATH)/lib
IMAGEREADER_LIBS_LIST += zip
endif
IMAGEREADER_LIBS:= $(addprefix -l,$(IMAGEREADER_LIBS_LIST))
IMAGEREADER_SRC =\
$(SOURCEDIR)/Readers/ImageReader/Base64ImageDeserializer.cpp \
$(SOURCEDIR)/Readers/ImageReader/ImageDeserializerBase.cpp \
$(SOURCEDIR)/Readers/ImageReader/Exports.cpp \
$(SOURCEDIR)/Readers/ImageReader/ImageConfigHelper.cpp \
$(SOURCEDIR)/Readers/ImageReader/ImageDataDeserializer.cpp \
$(SOURCEDIR)/Readers/ImageReader/ImageTransformers.cpp \
$(SOURCEDIR)/Readers/ImageReader/ImageReader.cpp \
$(SOURCEDIR)/Readers/ImageReader/ZipByteReader.cpp \
IMAGEREADER_OBJ := $(patsubst %.cpp, $(OBJDIR)/%.o, $(IMAGEREADER_SRC))
IMAGEREADER:=$(LIBDIR)/ImageReader.so
ALL_LIBS += $(IMAGEREADER)
SRC+=$(IMAGEREADER_SRC)
INCLUDEPATH += $(OPENCV_PATH)/include
LIBPATH += $(OPENCV_PATH)/lib $(OPENCV_PATH)/release/lib
$(IMAGEREADER): $(IMAGEREADER_OBJ) | $(CNTKMATH_LIB)
@echo $(SEPARATOR)
$(CXX) $(LDFLAGS) -shared $(patsubst %,-L%, $(LIBDIR) $(LIBPATH)) $(patsubst %,$(RPATH)%, $(ORIGINDIR) $(LIBPATH)) -o $@ $^ -l$(CNTKMATH) $(IMAGEREADER_LIBS)
endif
endif
########################################
# 1bit SGD setup
########################################
ifeq ("$(CNTK_ENABLE_1BitSGD)","true")
ifeq (,$(wildcard Source/1BitSGD/*.h))
$(error Build with 1bit-SGD was requested but cannot find the code. Please check https://github.com/Microsoft/CNTK/wiki/Enabling-1bit-SGD for instructions)
endif
INCLUDEPATH += $(SOURCEDIR)/1BitSGD
COMMON_FLAGS += -DCNTK_PARALLEL_TRAINING_SUPPORT
# temporarily adding to 1bit, need to work with others to fix it
endif
########################################
# ASGD(multiverso) setup
########################################
ifeq ("$(CNTK_ENABLE_ASGD)","true")
ifeq (,$(wildcard Source/Multiverso/include/multiverso/*.h))
$(error Build with Multiverso was requested but cannot find the code. Please check https://github.com/Microsoft/CNTK/wiki/Multiple-GPUs-and-machines#24-data-parallel-asgd to learn more.)
endif
lMULTIVERSO:=-lmultiverso
INCLUDEPATH += $(SOURCEDIR)/Multiverso/include
COMMON_FLAGS += -DASGD_PARALLEL_SUPPORT
MULTIVERSO_LIB:=$(LIBDIR)/libmultiverso.so
ALL_LIBS+=$(MULTIVERSO_LIB)
ifeq ("$(BUILDTYPE)","release")
MULTIVERSO_CMAKE_BUILDTYPE=Release
endif
ifeq ("$(BUILDTYPE)","debug")
MULTIVERSO_CMAKE_BUILDTYPE=Debug
endif
# TODO need to align Multiverso OpenMP with the one we use (libiomp). For now, disabled.
$(MULTIVERSO_LIB):
@echo "Build Multiverso lib"
@mkdir -p $(LIBDIR)
@mkdir -p $(BINDIR)
@mkdir -p $(SOURCEDIR)/Multiverso/build/$(BUILDTYPE)
@cmake -DCMAKE_VERBOSE_MAKEFILE=TRUE \
-DOpenMP_CXX_FLAGS="" \
-DOpenMP_C_FLAGS="" \
-DBoost_NO_BOOST_CMAKE=TRUE \
-DBoost_NO_SYSTEM_PATHS=TRUE \
-DBOOST_ROOT:PATHNAME=$(BOOST_PATH) \
-DBOOST_LIBRARY_DIRS:FILEPATH=$(BOOST_PATH) \
-DLIBRARY_OUTPUT_PATH=$(shell readlink -f $(LIBDIR)) \