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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
# BUILD_VERSION= CNTK version number to be used while building
# BUILD_PUBLIC= One of yes or no
# MKL_PATH= path to MKLML installation
# 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
# PYTHON_WITH_DEPS=1 Adds third party libraries in the python package (e.g. CUDA). Must be equal to 1 or unset
# PYTHON_WITH_DEBUG=1 Do not strip libraries for the python package. Must be equal to 1 or unset
# SWIG_PATH= path to SWIG (>= 3.0.10)
# PYTHON_VERSIONS= list of Python versions to build for
# A Python version is identified by "27", "35", or "36".
# PYTHON27_PATH= path to Python 2.7 interpreter
# PYTHON34_PATH= path to Python 3.4 interpreter
# PYTHON35_PATH= path to Python 3.5 interpreter
# PYTHON36_PATH= path to Python 3.6 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 the CNTK documentation at https://docs.microsoft.com/en-us/cognitive-toolkit/Setup-CNTK-on-Linux 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
DEFAULT_CXX:= $(CXX)
# The mpic++ wrapper only adds MPI specific flags to the g++ command line.
# The actual compiler/linker flags added can be viewed by running 'mpic++ --showme:compile' and 'mpic++ --showme:link'
ifneq ($(HAS_MPI),0)
CXX = $(MPI_PATH)/bin/mpic++
endif
SSE_FLAGS = -msse4.1 -mssse3
PROTOC = $(PROTOBUF_PATH)/bin/protoc
# Settings for ARM64 architectures that use a crosscompiler on a host machine.
#CXX = aarch64-linux-gnu-g++
#SSE_FLAGS =
SOURCEDIR:= Source
GSL_PATH:=$(SOURCEDIR)/../external/gsl
ONNX_PATH:=$(SOURCEDIR)/CNTKv2LibraryDll/proto/onnx
ONNX_REPO_PATH:=$(SOURCEDIR)/CNTKv2LibraryDll/proto/onnx/onnx_repo
ONNX_REPO_PATH+=$(SOURCEDIR)/CNTKv2LibraryDll/proto/onnx/onnx_repo/onnx
ONNX_REPO_PATH+=$(SOURCEDIR)/CNTKv2LibraryDll/proto/onnx/core/include
INCLUDEPATH:= $(addprefix $(SOURCEDIR)/, Common/Include CNTKv2LibraryDll CNTKv2LibraryDll/API CNTKv2LibraryDll/API/Internals CNTKv2LibraryDll/Generated/Linux CNTKv2LibraryDll/proto ../Examples/Extensibility/CPP Math CNTK ActionsLib ComputationNetworkLib SGDLib SequenceTrainingLib CNTK/BrainScript Readers/ReaderLib PerformanceProfilerDll)
INCLUDEPATH+=$(PROTOBUF_PATH)/include
INCLUDEPATH+=$(GSL_PATH)/include
INCLUDEPATH+=$(ONNX_PATH)
INCLUDEPATH+=$(ONNX_REPO_PATH)
# COMMON_FLAGS include settings that are passed both to NVCC and C++ compilers.
COMMON_FLAGS:= $(COMMON_FLAGS) -DONNX_NAMESPACE=onnx -DONNX_ML=1 -DHAS_MPI=$(HAS_MPI) -D_POSIX_SOURCE -D_XOPEN_SOURCE=600 -D__USE_XOPEN2K -std=c++14 -DCUDA_NO_HALF -D__CUDA_NO_HALF_OPERATORS__
CPPFLAGS:=
CXXFLAGS:= $(SSE_FLAGS) $(CXXFLAGS) -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:=
PYTHON_LIBS:=
JAVA_LIBS:=
CSHARP_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)/include
# disable MKL-DNN until we pick up the fix for AMD cache size https://github.com/intel/mkl-dnn/commit/ccfbf83ab489b42f7452b6701498b07c28cdb502
#LIBS_LIST += m iomp5 pthread mklml_intel mkldnn
LIBS_LIST += m iomp5 pthread mklml_intel
MKL_LIB_PATH := $(MKL_PATH)/lib
LIBPATH += $(MKL_LIB_PATH)
#COMMON_FLAGS += -DUSE_MKL -DUSE_MKLDNN
COMMON_FLAGS += -DUSE_MKL
endif
ifeq ($(CUDA_GDR),1)
COMMON_FLAGS += -DUSE_CUDA_GDR
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 only include cubin/PTX for 30 and rely on PTX / JIT to generate the required native cubin format
# see also http://docs.nvidia.com/cuda/pascal-compatibility-guide/index.html#building-applications-with-pascal-support
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\"
GENCODE_SM52 := -gencode arch=compute_52,code=\"sm_52,compute_52\"
GENCODE_SM60 := -gencode arch=compute_60,code=\"sm_60,compute_60\"
GENCODE_SM61 := -gencode arch=compute_61,code=\"sm_61,compute_61\"
GENCODE_SM70 := -gencode arch=compute_70,code=\"sm_70,compute_70\"
# 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) $(GENCODE_SM60) $(GENCODE_SM61) $(GENCODE_SM70)
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'
########################################
# Components VERSION info
########################################
# CNTK version which should be used where CNTK version is required. Ex: print version or tag CNTK binaries.
CNTK_VERSION := $(BUILD_VERSION)
# Cntk Version banner is printed wherever CNTK_VERSION should be printed. ex: python -c 'import cntk;cntk.__version__'.
CNTK_VERSION_BANNER := $(CNTK_VERSION)
ifeq ("$(BUILD_PUBLIC)","no")
CNTK_VERSION_BANNER := $(CNTK_VERSION_BANNER)+
endif
# Cntk binaries (generated by build) are appended with CNTK_COMPONENT_VERSION. Ex: libCntk.Core-$(CNTK_COMPONENT_VERSION).dll
CNTK_COMPONENT_VERSION := $(CNTK_VERSION)
ifeq ("$(BUILDTYPE)","debug")
CNTK_COMPONENT_VERSION := $(CNTK_COMPONENT_VERSION)d
endif
CPPFLAGS += -DCNTK_VERSION="$(CNTK_VERSION)"
CPPFLAGS += -DCNTK_VERSION_BANNER="$(CNTK_VERSION_BANNER)"
CPPFLAGS += -DCNTK_COMPONENT_VERSION="$(CNTK_COMPONENT_VERSION)"
CNTKMATH:=Cntk.Math-$(CNTK_COMPONENT_VERSION)
RPATH=-Wl,-rpath,
########################################
# Build info
########################################
BUILDINFO:= $(SOURCEDIR)/CNTKv2LibraryDll/Generated/Linux/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:=Cntk.PerformanceProfiler-$(CNTK_COMPONENT_VERSION)
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_LIBS += $(PERF_PROFILER_LIB)
PYTHON_LIBS += $(PERF_PROFILER_LIB)
JAVA_LIBS += $(PERF_PROFILER_LIB)
CSHARP_LIBS += $(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/LTNoRandomizer.cpp \
$(SOURCEDIR)/Readers/ReaderLib/LTTumblingWindowRandomizer.cpp \
$(SOURCEDIR)/Readers/ReaderLib/LocalTimelineRandomizerBase.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/Index.cpp \
$(SOURCEDIR)/Readers/ReaderLib/IndexBuilder.cpp \
$(SOURCEDIR)/Readers/ReaderLib/BufferedFileReader.cpp \
$(SOURCEDIR)/Readers/ReaderLib/DataDeserializerBase.cpp \
$(SOURCEDIR)/Readers/ReaderLib/ChunkCache.cpp \
$(SOURCEDIR)/Readers/ReaderLib/ReaderUtil.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 \
$(SOURCEDIR)/Common/EnvironmentUtil.cpp \
MATH_SRC =\
$(SOURCEDIR)/Math/BatchNormalizationEngine.cpp \
$(SOURCEDIR)/Math/CUDAPageLockedMemAllocator.cpp \
$(SOURCEDIR)/Math/CPUMatrixFloat.cpp \
$(SOURCEDIR)/Math/CPUMatrixDouble.cpp \
$(SOURCEDIR)/Math/CPUMatrixHalf.cpp \
$(SOURCEDIR)/Math/CPUMatrixTensorFloat.cpp \
$(SOURCEDIR)/Math/CPUMatrixTensorDouble.cpp \
$(SOURCEDIR)/Math/CPUMatrixTensorHalf.cpp \
$(SOURCEDIR)/Math/CPUMatrixTensorSpecial.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 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)
PYTHON_LIBS += $(CNTKMATH_LIB)
JAVA_LIBS += $(CNTKMATH_LIB)
CSHARP_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/PrimitiveFunctionAttribute.cpp \
$(SOURCEDIR)/CNTKv2LibraryDll/CompositeFunction.cpp \
$(SOURCEDIR)/CNTKv2LibraryDll/UserDefinedFunction.cpp \
$(SOURCEDIR)/CNTKv2LibraryDll/NDArrayView.cpp \
$(SOURCEDIR)/CNTKv2LibraryDll/NDMask.cpp \
$(SOURCEDIR)/CNTKv2LibraryDll/Trainer.cpp \
$(SOURCEDIR)/CNTKv2LibraryDll/Evaluator.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/ProgressWriter.cpp \
$(SOURCEDIR)/CNTKv2LibraryDll/CNTKLibraryC.cpp \
$(SOURCEDIR)/CNTKv2LibraryDll/EvaluatorWrapper.cpp \
$(SOURCEDIR)/CNTKv2LibraryDll/proto/CNTK.pb.cc \
$(SOURCEDIR)/CNTKv2LibraryDll/tensorboard/tensorboard.pb.cc \
$(SOURCEDIR)/CNTKv2LibraryDll/tensorboard/TensorBoardFileWriter.cpp \
$(SOURCEDIR)/CNTKv2LibraryDll/tensorboard/TensorBoardUtils.cpp \
$(SOURCEDIR)/CNTKv2LibraryDll/proto/onnx/core/common/logging/capture.cc \
$(SOURCEDIR)/CNTKv2LibraryDll/proto/onnx/core/common/logging/logging.cc \
$(SOURCEDIR)/CNTKv2LibraryDll/proto/onnx/core/common/profiler.cc \
$(SOURCEDIR)/CNTKv2LibraryDll/proto/onnx/core/common/status.cc \
$(SOURCEDIR)/CNTKv2LibraryDll/proto/onnx/core/framework/tensorutils.cc \
$(SOURCEDIR)/CNTKv2LibraryDll/proto/onnx/core/graph/function.cc \
$(SOURCEDIR)/CNTKv2LibraryDll/proto/onnx/core/graph/graph.cc \
$(SOURCEDIR)/CNTKv2LibraryDll/proto/onnx/core/graph/graph_transformer_mgr.cc \
$(SOURCEDIR)/CNTKv2LibraryDll/proto/onnx/core/graph/model.cc \
$(SOURCEDIR)/CNTKv2LibraryDll/proto/onnx/core/graph/op.cc \
$(SOURCEDIR)/CNTKv2LibraryDll/proto/onnx/core/graph/schema_registry.cc \
$(SOURCEDIR)/CNTKv2LibraryDll/proto/onnx/core/platform/env.cc \
$(SOURCEDIR)/CNTKv2LibraryDll/proto/onnx/core/platform/env_time.cc \
$(SOURCEDIR)/CNTKv2LibraryDll/proto/onnx/core/platform/posix/env.cc \
$(SOURCEDIR)/CNTKv2LibraryDll/proto/onnx/core/platform/posix/env_time.cc \
$(SOURCEDIR)/CNTKv2LibraryDll/proto/onnx/core/platform/posix/stacktrace.cc \
$(SOURCEDIR)/CNTKv2LibraryDll/proto/onnx/onnx_repo/onnx/checker.cpp \
$(SOURCEDIR)/CNTKv2LibraryDll/proto/onnx/onnx_repo/onnx/common/assertions.cc \
$(SOURCEDIR)/CNTKv2LibraryDll/proto/onnx/onnx_repo/onnx/defs/controlflow/defs.cc \
$(SOURCEDIR)/CNTKv2LibraryDll/proto/onnx/onnx_repo/onnx/defs/experiments/defs.cc \
$(SOURCEDIR)/CNTKv2LibraryDll/proto/onnx/onnx_repo/onnx/defs/generator/defs.cc \
$(SOURCEDIR)/CNTKv2LibraryDll/proto/onnx/onnx_repo/onnx/defs/logical/defs.cc \
$(SOURCEDIR)/CNTKv2LibraryDll/proto/onnx/onnx_repo/onnx/defs/logical/old.cc \
$(SOURCEDIR)/CNTKv2LibraryDll/proto/onnx/onnx_repo/onnx/defs/math/defs.cc \
$(SOURCEDIR)/CNTKv2LibraryDll/proto/onnx/onnx_repo/onnx/defs/math/old.cc \
$(SOURCEDIR)/CNTKv2LibraryDll/proto/onnx/onnx_repo/onnx/defs/nn/defs.cc \
$(SOURCEDIR)/CNTKv2LibraryDll/proto/onnx/onnx_repo/onnx/defs/nn/old.cc \
$(SOURCEDIR)/CNTKv2LibraryDll/proto/onnx/onnx_repo/onnx/defs/reduction/defs.cc \
$(SOURCEDIR)/CNTKv2LibraryDll/proto/onnx/onnx_repo/onnx/defs/rnn/defs.cc \
$(SOURCEDIR)/CNTKv2LibraryDll/proto/onnx/onnx_repo/onnx/defs/rnn/old.cc \
$(SOURCEDIR)/CNTKv2LibraryDll/proto/onnx/onnx_repo/onnx/defs/tensor/defs.cc \
$(SOURCEDIR)/CNTKv2LibraryDll/proto/onnx/onnx_repo/onnx/defs/tensor/old.cc \
$(SOURCEDIR)/CNTKv2LibraryDll/proto/onnx/onnx_repo/onnx/defs/traditionalml/defs.cc \
$(SOURCEDIR)/CNTKv2LibraryDll/proto/onnx/onnx_repo/onnx/defs/data_type_utils.cc \
$(SOURCEDIR)/CNTKv2LibraryDll/proto/onnx/onnx_repo/onnx/defs/schema.cc \
$(SOURCEDIR)/CNTKv2LibraryDll/proto/onnx/onnx_repo/onnx/onnx-ml.pb.cc \
$(SOURCEDIR)/CNTKv2LibraryDll/proto/onnx/onnx_repo/onnx/onnx-operators-ml.pb.cc \
$(SOURCEDIR)/CNTKv2LibraryDll/proto/onnx/Operators.cpp \
$(SOURCEDIR)/CNTKv2LibraryDll/proto/onnx/RNNHelper.cpp \
$(SOURCEDIR)/CNTKv2LibraryDll/proto/onnx/CNTKToONNX.cpp \
$(SOURCEDIR)/CNTKv2LibraryDll/proto/onnx/ONNXToCNTK.cpp \
$(SOURCEDIR)/CNTKv2LibraryDll/proto/onnx/ONNX.cpp \
CNTKLIBRARY_SRC =\
$(SOURCEDIR)/CNTKv2LibraryDll/ComputeInputStatistics.cpp \
$(SOURCEDIR)/CNTKv2LibraryDll/MinibatchSource.cpp \
$(SOURCEDIR)/CNTKv2LibraryDll/TrainingSession.cpp \
CNTKLIBRARY_SRC+=$(CNTKLIBRARY_COMMON_SRC)
CNTKLIBRARY_SRC+=$(CNTK_COMMON_SRC)
CNTKLIBRARY_SRC+=$(COMPUTATION_NETWORK_LIB_SRC)
CNTKLIBRARY_SRC+=$(SEQUENCE_TRAINING_LIB_SRC)
CNTKLIBRARY:=Cntk.Core-$(CNTK_COMPONENT_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))) \
$(patsubst %.cc, $(OBJDIR)/%.o, $(filter %.cc, $(CNTKLIBRARY_SRC)))
CNTKLIBRARY_LIB:=$(LIBDIR)/lib$(CNTKLIBRARY).so
ALL_LIBS+=$(CNTKLIBRARY_LIB)
PYTHON_LIBS+=$(CNTKLIBRARY_LIB)
JAVA_LIBS+=$(CNTKLIBRARY_LIB)
CSHARP_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 -ldl -fopenmp
########################################
# C++ extensibility examples library
########################################
CPP_EXTENSIBILITY_EXAMPLES_LIBRARY_SRC =\
$(SOURCEDIR)/../Examples/Extensibility/CPPLib/CPPExtensibilityExamplesLibrary.cpp \
CPP_EXTENSIBILITY_EXAMPLES_LIBRARY_OBJ := $(patsubst %.cpp, $(OBJDIR)/%.o, $(CPP_EXTENSIBILITY_EXAMPLES_LIBRARY_SRC))
CPP_EXTENSIBILITY_EXAMPLES_LIB:= $(LIBDIR)/Cntk.ExtensibilityExamples-$(CNTK_COMPONENT_VERSION).so
ALL_LIBS += $(CPP_EXTENSIBILITY_EXAMPLES_LIB)
PYTHON_LIBS += $(CPP_EXTENSIBILITY_EXAMPLES_LIB)
SRC += $(CPP_EXTENSIBILITY_EXAMPLES_LIBRARY_SRC)
$(CPP_EXTENSIBILITY_EXAMPLES_LIB): $(CPP_EXTENSIBILITY_EXAMPLES_LIBRARY_OBJ) | $(CNTKLIBRARY_LIB)
@echo $(SEPARATOR)
@echo creating $@ for $(ARCH) with build type $(BUILDTYPE)
@mkdir -p $(dir $@)
$(CXX) $(LDFLAGS) -shared $(patsubst %,-L%, $(LIBDIR)) $(patsubst %,$(RPATH)%, $(LIBDIR) $(ORIGINDIR)) -o $@ $^ -l$(CNTKLIBRARY)
##############################################
# Binary convolution library
##############################################
ifdef HALIDE_PATH
INCLUDEPATH += $(HALIDE_PATH)/include
BINARY_CONVOLUTION_LIBRARY_SRC =\
$(SOURCEDIR)/Extensibility/BinaryConvolutionLib/BinaryConvolutionLib.cpp \
BINARY_CONVOLUTION_LIBRARY_OBJ := $(patsubst %.cpp, $(OBJDIR)/%.o, $(BINARY_CONVOLUTION_LIBRARY_SRC))
BINARY_CONVOLUTION_LIB:= $(LIBDIR)/Cntk.BinaryConvolution-$(CNTK_COMPONENT_VERSION).so
ALL_LIBS += $(BINARY_CONVOLUTION_LIB)
PYTHON_LIBS += $(BINARY_CONVOLUTION_LIB)
SRC += $(BINARY_CONVOLUTION_LIBRARY_SRC)
$(BINARY_CONVOLUTION_LIB): $(BINARY_CONVOLUTION_LIBRARY_OBJ) | $(CNTKLIBRARY_LIB)
@echo $(SEPARATOR)
@echo creating $@ for $(ARCH) with build type $(BUILDTYPE)
@mkdir -p $(dir $@)
$(CXX) $(LDFLAGS) -shared $(patsubst %,-L%, $(LIBDIR)) $(patsubst %,$(RPATH)%, $(LIBDIR) $(ORIGINDIR)) -o $@ $^ -l$(CNTKLIBRARY) $(HALIDE_PATH)/bin/libHalide.so
endif
##############################################
# Native implementation of the Proposal Layer
##############################################
PROPOSAL_LAYER_LIBRARY_SRC =\
$(SOURCEDIR)/../Examples/Extensibility/ProposalLayer/ProposalLayerLib/ProposalLayerLib.cpp \
PROPOSAL_LAYER_LIBRARY_OBJ := $(patsubst %.cpp, $(OBJDIR)/%.o, $(PROPOSAL_LAYER_LIBRARY_SRC))
PROPOSAL_LAYER_LIB:= $(LIBDIR)/Cntk.ProposalLayerLib-$(CNTK_COMPONENT_VERSION).so
ALL_LIBS += $(PROPOSAL_LAYER_LIB)
PYTHON_LIBS += $(PROPOSAL_LAYER_LIB)
SRC += $(PROPOSAL_LAYER_LIBRARY_SRC)
$(PROPOSAL_LAYER_LIB): $(PROPOSAL_LAYER_LIBRARY_OBJ) | $(CNTKLIBRARY_LIB)
@echo $(SEPARATOR)
@echo creating $@ for $(ARCH) with build type $(BUILDTYPE)
@mkdir -p $(dir $@)
$(CXX) $(LDFLAGS) -shared $(CXXFLAGS) $(patsubst %,-L%, $(LIBDIR) $(LIBPATH)) $(patsubst %,$(RPATH)%, $(LIBDIR) $(LIBPATH) $(ORIGINDIR)) -o $@ $^ -l$(CNTKLIBRARY)
########################################
# LibEval
########################################
EVAL:=Cntk.Eval-$(CNTK_COMPONENT_VERSION)
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))) \
$(patsubst %.cc, $(OBJDIR)/%.o, $(filter %.cc, $(CNTKLIBRARY_SRC)))
EVAL_LIB:=$(LIBDIR)/lib$(EVAL).so
ALL_LIBS+=$(EVAL_LIB)
SRC+=$(EVAL_SRC)
# only set lib name when asgd is true
ifeq ("$(CNTK_ENABLE_ASGD)","true")
MULTIVERSO_LIB:=$(LIBDIR)/libmultiverso.so
endif
$(EVAL_LIB): $(EVAL_OBJ) | $(CNTKMATH_LIB) $(MULTIVERSO_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) -ldl $(lMULTIVERSO) $(PROTOBUF_PATH)/lib/libprotobuf.a
########################################
# Eval Sample clients
########################################
EVAL_CLIENT:=$(BINDIR)/cppevalclient
EVAL_CLIENT_SRC=\
$(SOURCEDIR)/../Examples/Evaluation/LegacyEvalDll/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/LegacyEvalDll/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
########################################
CNTKLIBRARY_CPP_EVAL_EXAMPLES:=$(BINDIR)/CNTKLibraryCPPEvalExamples
ifdef CUDA_PATH
CNTKLIBRARY_CPP_EVAL_EXAMPLES_SRC=\
$(SOURCEDIR)/../Examples/Evaluation/CNTKLibraryCPPEvalGPUExamples/CNTKLibraryCPPEvalGPUExamples.cpp\
$(SOURCEDIR)/../Examples/Evaluation/CNTKLibraryCPPEvalCPUOnlyExamples/CNTKLibraryCPPEvalExamples.cpp
else
CNTKLIBRARY_CPP_EVAL_EXAMPLES_SRC=\
$(SOURCEDIR)/../Examples/Evaluation/CNTKLibraryCPPEvalCPUOnlyExamples/CNTKLibraryCPPEvalCPUOnlyExamples.cpp\
$(SOURCEDIR)/../Examples/Evaluation/CNTKLibraryCPPEvalCPUOnlyExamples/CNTKLibraryCPPEvalExamples.cpp
endif
CNTKLIBRARY_CPP_EVAL_EXAMPLES_OBJ:=$(patsubst %.cpp, $(OBJDIR)/%.o, $(CNTKLIBRARY_CPP_EVAL_EXAMPLES_SRC))
ALL+=$(CNTKLIBRARY_CPP_EVAL_EXAMPLES)
SRC+=$(CNTKLIBRARY_CPP_EVAL_EXAMPLES_SRC)
$(CNTKLIBRARY_CPP_EVAL_EXAMPLES): $(CNTKLIBRARY_CPP_EVAL_EXAMPLES_OBJ) | $(CNTKLIBRARY_LIB) $(READER_LIBS)
@echo $(SEPARATOR)
@mkdir -p $(dir $@)
@echo building $(CNTKLIBRARY_CPP_EVAL_EXAMPLES) 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)
########################################
# Eval V2 Sample test
########################################
CNTKLIBRARY_CPP_EVAL_TEST:=$(BINDIR)/CNTKLibraryCPPEvalExamplesTest
CNTKLIBRARY_CPP_EVAL_TEST_SRC=\
$(SOURCEDIR)/../Examples/Evaluation/CNTKLibraryCPPEvalCPUOnlyExamples/CNTKLibraryCPPEvalExamples.cpp\
$(SOURCEDIR)/../Tests/EndToEndTests/EvalClientTests/CNTKLibraryCPPEvalExamplesTest/CNTKLibraryCPPEvalExamplesTest.cpp\
$(SOURCEDIR)/../Tests/EndToEndTests/EvalClientTests/CNTKLibraryCPPEvalExamplesTest/EvalMultithreads.cpp\
$(SOURCEDIR)/../Tests/EndToEndTests/CNTKv2Library/Common/Common.cpp
CNTKLIBRARY_CPP_EVAL_TEST_OBJ:=$(patsubst %.cpp, $(OBJDIR)/%.o, $(CNTKLIBRARY_CPP_EVAL_TEST_SRC))
ALL+=$(CNTKLIBRARY_CPP_EVAL_TEST)
SRC+=$(CNTKLIBRARY_CPP_EVAL_TEST_SRC)
$(CNTKLIBRARY_CPP_EVAL_TEST): $(CNTKLIBRARY_CPP_EVAL_TEST_OBJ) | $(CNTKLIBRARY_LIB) $(READER_LIBS)
@mkdir -p $(dir $@)
@echo building $(CNTKLIBRARY_CPP_EVAL_TEST) 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)
########################################
# 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)/Cntk.Reader.HTKMLF-$(CNTK_COMPONENT_VERSION).so
ALL_LIBS+=$(HTKMLFREADER)
SRC+=$(HTKMLFREADER_SRC)
$(HTKMLFREADER): $(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)/Cntk.Composite-$(CNTK_COMPONENT_VERSION).so
ALL_LIBS+=$(COMPOSITEDATAREADER)
PYTHON_LIBS+=$(COMPOSITEDATAREADER)
SRC+=$(COMPOSITEDATAREADER_SRC)
$(COMPOSITEDATAREADER): $(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/HTKDeserializer.cpp \
$(SOURCEDIR)/Readers/HTKDeserializers/LatticeDeserializer.cpp \
$(SOURCEDIR)/Readers/HTKDeserializers/LatticeIndexBuilder.cpp \
$(SOURCEDIR)/Readers/HTKDeserializers/HTKMLFReader.cpp \
$(SOURCEDIR)/Readers/HTKDeserializers/MLFDeserializer.cpp \
$(SOURCEDIR)/Readers/HTKDeserializers/MLFIndexBuilder.cpp \
$(SOURCEDIR)/Readers/HTKDeserializers/MLFBinaryDeserializer.cpp \
$(SOURCEDIR)/Readers/HTKDeserializers/MLFBinaryIndexBuilder.cpp \
$(SOURCEDIR)/Readers/HTKDeserializers/MLFUtils.cpp \
HTKDESERIALIZERS_OBJ := $(patsubst %.cpp, $(OBJDIR)/%.o, $(HTKDESERIALIZERS_SRC))
HTKDESERIALIZERS:=$(LIBDIR)/Cntk.Deserializers.HTK-$(CNTK_COMPONENT_VERSION).so
ALL_LIBS+=$(HTKDESERIALIZERS)
PYTHON_LIBS+=$(HTKDESERIALIZERS)
SRC+=$(HTKDESERIALIZERS_SRC)
$(HTKDESERIALIZERS): $(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)/Cntk.Reader.LMSequence-$(CNTK_COMPONENT_VERSION).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)/Cntk.Reader.LUSequence-$(CNTK_COMPONENT_VERSION).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)/Cntk.Reader.UCIFast-$(CNTK_COMPONENT_VERSION).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)/Cntk.Reader.SVMBinary-$(CNTK_COMPONENT_VERSION).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)/Cntk.Reader.SparsePC-$(CNTK_COMPONENT_VERSION).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)/Cntk.Deserializers.Binary-$(CNTK_COMPONENT_VERSION).so
ALL_LIBS += $(CNTKBINARYREADER)
PYTHON_LIBS += $(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)/Cntk.Deserializers.TextFormat-$(CNTK_COMPONENT_VERSION).so
ALL_LIBS += $(CNTKTEXTFORMATREADER)
PYTHON_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)/Cntk.Reader.Kaldi2-$(CNTK_COMPONENT_VERSION).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)/Cntk.Deserializers.Image-$(CNTK_COMPONENT_VERSION).so
ALL_LIBS += $(IMAGEREADER)
PYTHON_LIBS += $(IMAGEREADER)
JAVA_LOAD_DEPS += $(IMAGEREADER_LIBS)
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
########################################
# DelayLoadedExtensions plugin
########################################
ifdef OPENCV_PATH
DELAY_LOADED_EXTENSIONS_LIBS_LIST := opencv_core opencv_imgproc opencv_imgcodecs
DELAY_LOADED_EXTENSIONS_LIBS:= $(addprefix -l,$(DELAY_LOADED_EXTENSIONS_LIBS_LIST))
DELAY_LOADED_EXTENSIONS_SRC =\
$(SOURCEDIR)/DelayLoadedExtensionsDll/ImageWriter.cpp \
DELAY_LOADED_EXTENSIONS_OBJ := $(patsubst %.cpp, $(OBJDIR)/%.o, $(DELAY_LOADED_EXTENSIONS_SRC))
DELAY_LOADED_EXTENSIONS:=$(LIBDIR)/Cntk.DelayLoadedExtensions-$(CNTK_COMPONENT_VERSION).so
ALL_LIBS += $(DELAY_LOADED_EXTENSIONS)
PYTHON_LIBS += $(DELAY_LOADED_EXTENSIONS)
JAVA_LOAD_DEPS += $(DELAY_LOADED_EXTENSIONS_LIBS)
SRC+=$(DELAY_LOADED_EXTENSIONS_SRC)
INCLUDEPATH += $(OPENCV_PATH)/include
LIBPATH += $(OPENCV_PATH)/lib $(OPENCV_PATH)/release/lib
$(DELAY_LOADED_EXTENSIONS): $(DELAY_LOADED_EXTENSIONS_OBJ)
@echo $(SEPARATOR)
$(CXX) $(LDFLAGS) -shared $(patsubst %,-L%, $(LIBDIR) $(LIBPATH)) $(patsubst %,$(RPATH)%, $(ORIGINDIR) $(LIBPATH)) -o $@ $^ $(DELAY_LOADED_EXTENSIONS_LIBS)
endif
########################################
# 1bit SGD setup
########################################
INCLUDEPATH += $(SOURCEDIR)/1BitSGD
COMMON_FLAGS += -DCNTK_PARALLEL_TRAINING_SUPPORT
# temporarily adding to 1bit, need to work with others to fix it
########################################
# 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://docs.microsoft.com/en-us/cognitive-toolkit/Multiple-GPUs-and-machines#8-data-parallel-training-with-parameter-server to learn more.)
endif
lMULTIVERSO:=-lmultiverso
INCLUDEPATH += $(SOURCEDIR)/Multiverso/include
COMMON_FLAGS += -DASGD_PARALLEL_SUPPORT
# MULTIVERSO_LIB has been set above
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 \
-DCMAKE_CXX_COMPILER=$(DEFAULT_CXX) \
-DOpenMP_CXX_FLAGS="" \
-DOpenMP_C_FLAGS="" \
-DBoost_NO_BOOST_CMAKE=TRUE \
-DBoost_NO_SYSTEM_PATHS=TRUE \
-DBOOST_ROOT:PATH=$(BOOST_PATH) \
-DBOOST_LIBRARY_DIRS:PATH=$(BOOST_PATH) \
-DLIBRARY_OUTPUT_PATH=$(shell readlink -f $(LIBDIR)) \
-DEXECUTABLE_OUTPUT_PATH=$(shell readlink -f $(BINDIR)) \
-DCMAKE_BUILD_TYPE=$(MULTIVERSO_CMAKE_BUILDTYPE) \
-B./Source/Multiverso/build/$(BUILDTYPE) -H./Source/Multiverso
@make VERBOSE=1 -C ./Source/Multiverso/build/$(BUILDTYPE) -j multiverso
UNITTEST_MULTIVERSO_SRC = \
$(SOURCEDIR)/Multiverso/Test/unittests/test_array.cpp \
$(SOURCEDIR)/Multiverso/Test/unittests/test_blob.cpp \
$(SOURCEDIR)/Multiverso/Test/unittests/test_kv.cpp \
$(SOURCEDIR)/Multiverso/Test/unittests/test_message.cpp \
$(SOURCEDIR)/Multiverso/Test/unittests/test_multiverso.cpp \
$(SOURCEDIR)/Multiverso/Test/unittests/test_node.cpp \
$(SOURCEDIR)/Multiverso/Test/unittests/test_sync.cpp \
UNITTEST_MULTIVERSO_OBJ := $(patsubst %.cpp, $(OBJDIR)/%.o, $(UNITTEST_MULTIVERSO_SRC))
UNITTEST_MULTIVERSO := $(BINDIR)/multiversotests
ALL += $(UNITTEST_MULTIVERSO)
$(UNITTEST_MULTIVERSO): $(UNITTEST_MULTIVERSO_OBJ) | $(MULTIVERSO_LIB)
@echo $(SEPARATOR)
@mkdir -p $(dir $@)
@echo building $@ for $(ARCH) with build type $(BUILDTYPE)
$(CXX) $(LDFLAGS) $(patsubst %,-L%, $(LIBDIR) $(BOOSTLIB_PATH)) $(patsubst %, $(RPATH)%, $(ORIGINLIBDIR) $(BOOSTLIB_PATH)) -o $@ $^ $(BOOSTLIBS) $(lMULTIVERSO) -ldl
endif
########################################
# cntk
########################################
CNTK_SRC =\
$(SOURCEDIR)/CNTK/CNTK.cpp \
$(SOURCEDIR)/CNTK/ModelEditLanguage.cpp \
$(SOURCEDIR)/CNTK/tests.cpp \
$(SOURCEDIR)/ActionsLib/TrainActions.cpp \
$(SOURCEDIR)/ActionsLib/EvalActions.cpp \
$(SOURCEDIR)/ActionsLib/OtherActions.cpp \
$(SOURCEDIR)/ActionsLib/SpecialPurposeActions.cpp \
$(SOURCEDIR)/ActionsLib/NetworkFactory.cpp \
$(SOURCEDIR)/ActionsLib/NetworkDescriptionLanguage.cpp \
$(SOURCEDIR)/ActionsLib/SimpleNetworkBuilder.cpp \
$(SOURCEDIR)/ActionsLib/NDLNetworkBuilder.cpp \
$(SOURCEDIR)/CNTK/BrainScript/BrainScriptEvaluator.cpp \
$(SOURCEDIR)/CNTK/BrainScript/BrainScriptParser.cpp \
CNTK_SRC+=$(SGDLIB_SRC)
CNTK_SRC+=$(CNTK_COMMON_SRC)
CNTK_SRC+=$(COMPUTATION_NETWORK_LIB_SRC)
CNTK_SRC+=$(SEQUENCE_TRAINING_LIB_SRC)
CNTK_OBJ :=\
$(patsubst %.cu, $(OBJDIR)/%.o, $(filter %.cu, $(CNTK_SRC))) \
$(patsubst %.pb.cc, $(OBJDIR)/%.pb.o, $(filter %.pb.cc, $(CNTK_SRC))) \
$(patsubst %.cpp, $(OBJDIR)/%.o, $(filter %.cpp, $(CNTK_SRC))) \
$(patsubst %.cc, $(OBJDIR)/%.o, $(filter %.cc, $(CNTKLIBRARY_SRC)))
CNTK:=$(BINDIR)/cntk
ALL+=$(CNTK)
SRC+=$(CNTK_SRC)
$(CNTK): $(CNTK_OBJ) | $(READER_LIBS) $(MULTIVERSO_LIB)
@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_READER_LIBS) $(lMULTIVERSO) -ldl -fopenmp $(PROTOBUF_PATH)/lib/libprotobuf.a
# deployable resources: standard library of BS
CNTK_CORE_BS:=$(BINDIR)/cntk.core.bs
ALL += $(CNTK_CORE_BS)
$(CNTK_CORE_BS): $(SOURCEDIR)/CNTK/BrainScript/CNTKCoreLib/CNTK.core.bs
@mkdir -p $(dir $@)
@echo bin-placing deployable resource files
cp -f $^ $@
########################################
# V2Library EndToEndTests
########################################
CNTKLIBRARY_END_TO_END_TESTS_PATH =\
Tests/EndToEndTests/CNTKv2Library
CNTKLIBRARY_END_TO_END_COMMON_SRC_PATH =\
$(CNTKLIBRARY_END_TO_END_TESTS_PATH)/Common
INCLUDEPATH+=$(CNTKLIBRARY_END_TO_END_COMMON_SRC_PATH)
CNTKLIBRARY_END_TO_END_TESTS_SRC_PATH =\
$(CNTKLIBRARY_END_TO_END_TESTS_PATH)/EndToEndTests
CNTKLIBRARY_END_TO_END_TESTS_SRC =\
$(CNTKLIBRARY_END_TO_END_COMMON_SRC_PATH)/Common.cpp \
$(CNTKLIBRARY_END_TO_END_TESTS_SRC_PATH)/Main.cpp \
$(CNTKLIBRARY_END_TO_END_TESTS_SRC_PATH)/CifarResNet.cpp \
$(CNTKLIBRARY_END_TO_END_TESTS_SRC_PATH)/MNISTClassifier.cpp \
$(CNTKLIBRARY_END_TO_END_TESTS_SRC_PATH)/Seq2Seq.cpp \
$(CNTKLIBRARY_END_TO_END_TESTS_SRC_PATH)/SequenceClassification.cpp \
$(CNTKLIBRARY_END_TO_END_TESTS_SRC_PATH)/TruncatedLSTMAcousticModel.cpp \
$(CNTKLIBRARY_END_TO_END_TESTS_SRC_PATH)/FrameMode.cpp \
CNTKLIBRARY_END_TO_END_TESTS:=$(BINDIR)/V2LibraryEndToEndTests
CNTKLIBRARY_END_TO_END_TESTS_OBJ := $(patsubst %.cu, $(OBJDIR)/%.o, $(patsubst %.cpp, $(OBJDIR)/%.o, $(CNTKLIBRARY_END_TO_END_TESTS_SRC)))
ALL+=$(CNTKLIBRARY_END_TO_END_TESTS)
SRC+=$(CNTKLIBRARY_END_TO_END_TESTS_SRC)
$(CNTKLIBRARY_END_TO_END_TESTS): $(CNTKLIBRARY_END_TO_END_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)
########################################
# Unit Tests
########################################
# only build unit tests when Boost is available
ifdef BOOST_PATH
INCLUDEPATH += $(BOOST_PATH)/include
BOOSTLIB_PATH = $(BOOST_PATH)/lib
BOOSTLIBS := -lboost_unit_test_framework -lboost_filesystem -lboost_system
UNITTEST_EVAL_SRC = \
$(SOURCEDIR)/../Tests/UnitTests/EvalTests/EvalExtendedTests.cpp \
$(SOURCEDIR)/../Tests/UnitTests/EvalTests/stdafx.cpp
UNITTEST_EVAL_OBJ := $(patsubst %.cpp, $(OBJDIR)/%.o, $(UNITTEST_EVAL_SRC)) \
$(patsubst %.cc, $(OBJDIR)/%.o, $(filter %.cc, $(CNTKLIBRARY_SRC)))
UNITTEST_EVAL := $(BINDIR)/evaltests
ALL += $(UNITTEST_EVAL)
SRC += $(UNITTEST_EVAL_SRC)
$(UNITTEST_EVAL) : $(UNITTEST_EVAL_OBJ) | $(EVAL_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) $(BOOSTLIB_PATH)) $(patsubst %, $(RPATH)%, $(ORIGINLIBDIR) $(LIBPATH) $(BOOSTLIB_PATH)) -o $@ $^ $(BOOSTLIBS) $(LIBS) -l$(EVAL) $(L_READER_LIBS) $(lMULTIVERSO)
#TODO: create project specific makefile or rules to avoid adding project specific path to the global path
INCLUDEPATH += $(SOURCEDIR)/Readers/CNTKTextFormatReader
UNITTEST_READER_SRC = \
$(SOURCEDIR)/../Tests/UnitTests/ReaderTests/CNTKBinaryReaderTests.cpp \
$(SOURCEDIR)/../Tests/UnitTests/ReaderTests/CNTKTextFormatReaderTests.cpp \
$(SOURCEDIR)/../Tests/UnitTests/ReaderTests/HTKLMFReaderTests.cpp \
$(SOURCEDIR)/../Tests/UnitTests/ReaderTests/ImageReaderTests.cpp \
$(SOURCEDIR)/../Tests/UnitTests/ReaderTests/ReaderLibTests.cpp \
$(SOURCEDIR)/../Tests/UnitTests/ReaderTests/ReaderUtilTests.cpp \
$(SOURCEDIR)/../Tests/UnitTests/ReaderTests/stdafx.cpp \
$(SOURCEDIR)/Readers/CNTKTextFormatReader/TextParser.cpp \
UNITTEST_READER_OBJ := $(patsubst %.cpp, $(OBJDIR)/%.o, $(UNITTEST_READER_SRC))
UNITTEST_READER := $(BINDIR)/readertests
ALL += $(UNITTEST_READER)
SRC += $(UNITTEST_READER_SRC)
$(UNITTEST_READER): $(UNITTEST_READER_OBJ) | $(HTKMLFREADER) $(HTKDESERIALIZERS) $(UCIFASTREADER) $(COMPOSITEDATAREADER) $(IMAGEREADER) $(READER_LIBS)
@echo $(SEPARATOR)
@mkdir -p $(dir $@)
@echo building $@ for $(ARCH) with build type $(BUILDTYPE)
$(CXX) $(LDFLAGS) $(patsubst %,-L%, $(LIBPATH) $(LIBDIR) $(GDK_NVML_LIB_PATH)) $(patsubst %,-L%, $(LIBDIR) $(BOOSTLIB_PATH)) $(patsubst %, $(RPATH)%, $(ORIGINLIBDIR) $(LIBPATH) $(BOOSTLIB_PATH)) -o $@ $^ $(BOOSTLIBS) $(L_READER_LIBS) $(LIBS) -ldl -fopenmp
UNITTEST_NETWORK_SRC = \
$(SOURCEDIR)/../Tests/UnitTests/NetworkTests/AccumulatorNodeTests.cpp \
$(SOURCEDIR)/../Tests/UnitTests/NetworkTests/BatchNormalizationTests.cpp \
$(SOURCEDIR)/../Tests/UnitTests/NetworkTests/CropNodeTests.cpp \
$(SOURCEDIR)/../Tests/UnitTests/NetworkTests/OperatorEvaluation.cpp \
$(SOURCEDIR)/../Tests/UnitTests/NetworkTests/stdafx.cpp \
$(SOURCEDIR)/../Tests/UnitTests/NetworkTests/TestHelpers.cpp \
$(SOURCEDIR)/../Tests/UnitTests/NetworkTests/EditDistanceTests.cpp \
$(SOURCEDIR)/CNTK/ModelEditLanguage.cpp \
$(SOURCEDIR)/ActionsLib/TrainActions.cpp \
$(SOURCEDIR)/ActionsLib/EvalActions.cpp \
$(SOURCEDIR)/ActionsLib/OtherActions.cpp \
$(SOURCEDIR)/ActionsLib/SpecialPurposeActions.cpp \
$(SOURCEDIR)/ActionsLib/NetworkFactory.cpp \
$(SOURCEDIR)/ActionsLib/NetworkDescriptionLanguage.cpp \
$(SOURCEDIR)/ActionsLib/SimpleNetworkBuilder.cpp \
$(SOURCEDIR)/ActionsLib/NDLNetworkBuilder.cpp \
$(SOURCEDIR)/CNTK/BrainScript/BrainScriptEvaluator.cpp \
$(SOURCEDIR)/CNTK/BrainScript/BrainScriptParser.cpp \
UNITTEST_NETWORK_SRC += $(COMPUTATION_NETWORK_LIB_SRC)
UNITTEST_NETWORK_SRC += $(CNTK_COMMON_SRC)
UNITTEST_NETWORK_SRC += $(SEQUENCE_TRAINING_LIB_SRC)
UNITTEST_NETWORK_SRC += $(SGDLIB_SRC)
UNITTEST_NETWORK_OBJ :=\
$(patsubst %.cu, $(OBJDIR)/%.o, $(filter %.cu, $(UNITTEST_NETWORK_SRC))) \
$(patsubst %.pb.cc, $(OBJDIR)/%.pb.o, $(filter %.pb.cc, $(UNITTEST_NETWORK_SRC))) \
$(patsubst %.cpp, $(OBJDIR)/%.o, $(filter %.cpp, $(UNITTEST_NETWORK_SRC))) \
$(patsubst %.cc, $(OBJDIR)/%.o, $(filter %.cc, $(CNTKLIBRARY_SRC)))
UNITTEST_NETWORK := $(BINDIR)/networktests
ALL += $(UNITTEST_NETWORK)
SRC += $(UNITTEST_NETWORK_SRC)
$(UNITTEST_NETWORK): $(UNITTEST_NETWORK_OBJ) | $(READER_LIBS) $(CNTKTEXTFORMATREADER) $(MULTIVERSO_LIB)
@echo $(SEPARATOR)
@mkdir -p $(dir $@)
@echo building $@ for $(ARCH) with build type $(BUILDTYPE)
$(CXX) $(LDFLAGS) $(patsubst %,-L%, $(LIBDIR) $(LIBPATH) $(GDK_NVML_LIB_PATH) $(BOOSTLIB_PATH)) $(patsubst %, $(RPATH)%, $(ORIGINLIBDIR) $(LIBPATH) $(BOOSTLIB_PATH)) -o $@ $^ $(BOOSTLIBS) $(LIBS) $(lMULTIVERSO) $(L_READER_LIBS) -ldl -fopenmp $(PROTOBUF_PATH)/lib/libprotobuf.a
UNITTEST_MATH_SRC = \
$(SOURCEDIR)/../Tests/UnitTests/MathTests/BatchNormalizationEngineTests.cpp \
$(SOURCEDIR)/../Tests/UnitTests/MathTests/constants.cpp \
$(SOURCEDIR)/../Tests/UnitTests/MathTests/ConvolutionEngineTests.cpp \
$(SOURCEDIR)/../Tests/UnitTests/MathTests/CPUMatrixTests.cpp \
$(SOURCEDIR)/../Tests/UnitTests/MathTests/CPUSparseMatrixTests.cpp \
$(SOURCEDIR)/../Tests/UnitTests/MathTests/fixtures.cpp \
$(SOURCEDIR)/../Tests/UnitTests/MathTests/QuantizersTests.cpp \
$(SOURCEDIR)/../Tests/UnitTests/MathTests/QuantizedOperationsTests.cpp \
$(SOURCEDIR)/../Tests/UnitTests/MathTests/TensorTests.cpp \
$(SOURCEDIR)/../Tests/UnitTests/MathTests/GPUMatrixCudaBlasTests.cpp \
$(SOURCEDIR)/../Tests/UnitTests/MathTests/GPUMatrixTests.cpp \
$(SOURCEDIR)/../Tests/UnitTests/MathTests/GPUSparseMatrixTests.cpp \
$(SOURCEDIR)/../Tests/UnitTests/MathTests/MatrixBlasTests.cpp \
$(SOURCEDIR)/../Tests/UnitTests/MathTests/MatrixDataSynchronizationTests.cpp \
$(SOURCEDIR)/../Tests/UnitTests/MathTests/MatrixFileWriteReadTests.cpp \
$(SOURCEDIR)/../Tests/UnitTests/MathTests/MatrixQuantizerTests.cpp \
$(SOURCEDIR)/../Tests/UnitTests/MathTests/MatrixSparseDenseInteractionsTests.cpp \
$(SOURCEDIR)/../Tests/UnitTests/MathTests/MatrixTests.cpp \
$(SOURCEDIR)/../Tests/UnitTests/MathTests/MatrixLearnerTests.cpp \
$(SOURCEDIR)/../Tests/UnitTests/MathTests/stdafx.cpp \
$(SOURCEDIR)/../Tests/UnitTests/MathTests/HalfGPUTests.cpp \
UNITTEST_MATH_SRC += $(CNTK_COMMON_SRC)
UNITTEST_MATH_OBJ := $(patsubst %.cpp, $(OBJDIR)/%.o, $(UNITTEST_MATH_SRC))
UNITTEST_MATH := $(BINDIR)/mathtests
ALL += $(UNITTEST_MATH)
SRC += $(UNITTEST_MATH_SRC)
$(UNITTEST_MATH): $(UNITTEST_MATH_OBJ) | $(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) $(BOOSTLIB_PATH)) $(patsubst %, $(RPATH)%, $(ORIGINLIBDIR) $(LIBPATH) $(BOOSTLIB_PATH)) -o $@ $^ $(BOOSTLIBS) $(LIBS) $(L_READER_LIBS) -ldl -fopenmp
UNITTEST_BRAINSCRIPT_SRC = \
$(SOURCEDIR)/CNTK/BrainScript/BrainScriptEvaluator.cpp \
$(SOURCEDIR)/CNTK/BrainScript/BrainScriptParser.cpp \
$(SOURCEDIR)/../Tests/UnitTests/BrainScriptTests/ParserTests.cpp \
$(SOURCEDIR)/../Tests/UnitTests/BrainScriptTests/ComputationNetworkTests.cpp \
$(SOURCEDIR)/../Tests/UnitTests/BrainScriptTests/stdafx.cpp
UNITTEST_BRAINSCRIPT_SRC += $(COMPUTATION_NETWORK_LIB_SRC)
UNITTEST_BRAINSCRIPT_SRC += $(SEQUENCE_TRAINING_LIB_SRC)
UNITTEST_BRAINSCRIPT_OBJ := $(patsubst %.cu, $(OBJDIR)/%.o, $(patsubst %.cpp, $(OBJDIR)/%.o, $(UNITTEST_BRAINSCRIPT_SRC)))
UNITTEST_BRAINSCRIPT := $(BINDIR)/brainscripttests
ALL += $(UNITTEST_BRAINSCRIPT)
SRC += $(UNITTEST_BRAINSCRIPT_SRC)
$(UNITTEST_BRAINSCRIPT): $(UNITTEST_BRAINSCRIPT_OBJ) | $(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) $(BOOSTLIB_PATH)) $(patsubst %, $(RPATH)%, $(ORIGINLIBDIR) $(LIBPATH) $(BOOSTLIB_PATH)) -o $@ $^ $(BOOSTLIBS) $(LIBS) -ldl $(L_READER_LIBS) -fopenmp
########################################
# CNTKLibrary tests
########################################
CNTKLIBRARY_TESTS_SRC_PATH =\
Tests/UnitTests/V2LibraryTests
CNTKLIBRARY_TESTS_SRC =\
$(CNTKLIBRARY_END_TO_END_COMMON_SRC_PATH)/Common.cpp \
$(CNTKLIBRARY_TESTS_SRC_PATH)/FeedForwardTests.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)/SerializationTests.cpp \
$(CNTKLIBRARY_TESTS_SRC_PATH)/ConvolutionFunctionTests.cpp \
$(CNTKLIBRARY_TESTS_SRC_PATH)/LearnerTests.cpp \
$(CNTKLIBRARY_TESTS_SRC_PATH)/FunctionTests.cpp \
$(CNTKLIBRARY_TESTS_SRC_PATH)/DeviceSelectionTests.cpp \
$(CNTKLIBRARY_TESTS_SRC_PATH)/MinibatchSourceTest.cpp \
$(CNTKLIBRARY_TESTS_SRC_PATH)/UserDefinedFunctionTests.cpp \
$(CNTKLIBRARY_TESTS_SRC_PATH)/LoadLegacyModelTests.cpp \
$(CNTKLIBRARY_TESTS_SRC_PATH)/stdafx.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) $(BOOSTLIB_PATH)) $(patsubst %, $(RPATH)%, $(ORIGINLIBDIR) $(LIBPATH) $(BOOSTLIB_PATH)) -o $@ $^ $(BOOSTLIBS) $(LIBS) -ldl -l$(CNTKLIBRARY) $(L_READER_LIBS)
unittests: $(UNITTEST_EVAL) $(UNITTEST_READER) $(UNITTEST_NETWORK) $(UNITTEST_MATH) $(UNITTEST_BRAINSCRIPT) $(CNTKLIBRARY_TESTS)
endif
ifeq ("$(PYTHON_SUPPORT)","true")
$(info Building Python package)
# Libraries needed for the run-time (i.e., excluding test binaries)
# TODO MPI doesn't appear explicitly here, hidden by mpic++ usage (but currently, it should be user installed)
PYTHON_LIBS_LIST := $(LIBS_LIST) $(IMAGEREADER_LIBS_LIST)
PYTHON_LIBS_EXCLUDE_LIST := m pthread nvidia-ml
PYTHON_SETUP_PY_ARGS :=
PYTHON_PROJECT_NAME:=cntk
ifndef PYTHON_WITH_DEPS
PYTHON_LIBS_EXCLUDE_LIST += cublas cudart curand cusparse cuda cudnn opencv_core opencv_imgproc opencv_imgcodecs mklml_intel mkldnn iomp5 nccl
else
$(warning Building Python package WITH dependencies)
PYTHON_SETUP_PY_ARGS += --with-deps
endif
ifdef PYTHON_WITH_DEBUG
$(warning Building Python packages WITH debug symbols)
PYTHON_SETUP_PY_ARGS += --with-debug-symbol
endif
ifeq ("$(DEVICE)","gpu")
PYTHON_PROJECT_NAME:=cntk-gpu
endif
PYTHON_SETUP_PY_ARGS += --project-name $(PYTHON_PROJECT_NAME)
PYTHON_EXTRA_LIBS_BASENAMES:=$(addsuffix .so,$(addprefix lib,$(filter-out $(PYTHON_LIBS_EXCLUDE_LIST),$(PYTHON_LIBS_LIST))))
# TODO dependencies
# TODO intermediate build results should go below $OBJDIR
.PHONY: python
python: $(PYTHON_LIBS)
@bash -c '\
set -x -e; \
declare -A py_paths; \
py_paths[27]=$(PYTHON27_PATH); \
py_paths[34]=$(PYTHON34_PATH); \
py_paths[35]=$(PYTHON35_PATH); \
py_paths[36]=$(PYTHON36_PATH); \
export LD_LIBRARY_PATH=$$LD_LIBRARY_PATH:$$(echo $(GDK_NVML_LIB_PATH) $(LIBPATH) | tr " " :); \
ldd $$(find $(LIBDIR) -maxdepth 1 -type f -print) | grep "not found" && false; \
export CNTK_VERSION=$(CNTK_VERSION); \
export CNTK_VERSION_BANNER=$(CNTK_VERSION_BANNER); \
export CNTK_COMPONENT_VERSION=$(CNTK_COMPONENT_VERSION); \
export CNTK_LIBRARIES="$(PYTHON_LIBS)"; \
export CNTK_EXTRA_LIBRARIES=$$(ldd $(LIBDIR)/* | grep "^\s.*=> " | cut -d ">" -f 2- --only-delimited | cut -d "(" -f 1 --only-delimited | sort -u | grep -Ff <(echo $(PYTHON_EXTRA_LIBS_BASENAMES) | xargs -n1)); \
test -x $(SWIG_PATH); \
export CNTK_LIB_PATH=$$(readlink -f $(LIBDIR)); \
PYTHONDIR=$$(readlink -f $(PYTHONDIR)); \
test $$? -eq 0; \
cd bindings/python; \
export PATH=$(SWIG_PATH):$$PATH; \
for ver in $(PYTHON_VERSIONS); \
do \
test -x $${py_paths[$$ver]}; \
$${py_paths[$$ver]} setup.py $(PYTHON_SETUP_PY_ARGS) \
build_ext --inplace \
bdist_wheel \
--dist-dir $$PYTHONDIR || exit $$?; \
done'
ALL += python
endif
ifeq ("$(JAVA_SUPPORT)","true")
BINDINGS_DIR=bindings
JAVA_SWIG_DIR=$(BINDINGS_DIR)/java/Swig
JAVA_TEST_DIR=Tests/EndToEndTests/EvalClientTests/JavaEvalTest
GENERATED_JAVA_DIR=$(JAVA_SWIG_DIR)/com/microsoft/CNTK
JDK_BIN_PATH=$(JDK_PATH)/bin
JDK_INCLUDE_PATH:=$(JDK_PATH)/include
JDK_INCLUDE_PATH+=$(JDK_INCLUDE_PATH)/linux
JAVA_SO_NAME=$(LIBDIR)/libCntk.Core.JavaBinding-$(CNTK_COMPONENT_VERSION).so
JAVA_LOAD_DEPS:=$(CNTKMATH_LIB) $(PERF_PROFILER_LIB) $(CNTKLIBRARY_LIB) $(JAVA_SO_NAME)
JAVA_LOAD_DEPS:=$(JAVA_LOAD_DEPS:$(LIBDIR)/%=%)
JAVA_DEP_SO_NAMES_GPU:=libcublas.so libcudart.so libcurand.so libcusparse.so
.PHONY: java
java: $(JAVA_LIBS)
@echo $(SEPARATOR)
@echo creating $@ for $(ARCH) with build type $(BUILDTYPE)
rm -rf $(GENERATED_JAVA_DIR)
mkdir -p $(GENERATED_JAVA_DIR)
$(SWIG_PATH)/swig -c++ -java -package com.microsoft.CNTK $(INCLUDEPATH:%=-I%) -I$(BINDINGS_DIR)/common -outdir $(GENERATED_JAVA_DIR) $(JAVA_SWIG_DIR)/cntk_java.i
$(CXX) $(LDFLAGS) -shared $(COMMON_FLAGS) $(CPPFLAGS) $(CXXFLAGS) $(INCLUDEPATH:%=-I%) $(JDK_INCLUDE_PATH:%=-I%) $(patsubst %,$(RPATH)%, $(ORIGINDIR)) -L$(LIBDIR) $(JAVA_SWIG_DIR)/cntk_java_wrap.cxx -l$(CNTKMATH) -l$(CNTKLIBRARY) -o $(JAVA_SO_NAME)
mkdir -p $(JAVA_SWIG_DIR)/com/microsoft/CNTK/lib/linux
echo $(JAVA_SO_NAME:$(LIBDIR)/%=%) > $(JAVA_SWIG_DIR)/com/microsoft/CNTK/lib/linux/NATIVE_LOAD_MANIFEST
for so in libopen-pal.so.13 libopen-rte.so.12 libmpi.so.12 libmpi_cxx.so.1; do \
cp -p $(MPI_PATH)/lib/$$so $(JAVA_SWIG_DIR)/com/microsoft/CNTK/lib/linux; \
echo $$so >> $(JAVA_SWIG_DIR)/com/microsoft/CNTK/lib/linux/NATIVE_MANIFEST; \
done
for so in libiomp5.so libmklml_intel.so; do \
cp -p $(MKL_LIB_PATH)/$$so $(JAVA_SWIG_DIR)/com/microsoft/CNTK/lib/linux; \
echo $$so >> $(JAVA_SWIG_DIR)/com/microsoft/CNTK/lib/linux/NATIVE_MANIFEST; \
done
for so in $(JAVA_LOAD_DEPS); do \
cp -p $(LIBDIR)/$$so $(JAVA_SWIG_DIR)/com/microsoft/CNTK/lib/linux; \
echo $$so >> $(JAVA_SWIG_DIR)/com/microsoft/CNTK/lib/linux/NATIVE_MANIFEST; \
done
ifdef CUDA_PATH
for so in $(JAVA_DEP_SO_NAMES_GPU); do \
cp -p $(CUDA_PATH)/lib64/$$so $(JAVA_SWIG_DIR)/com/microsoft/CNTK/lib/linux; \
echo $$so >> $(JAVA_SWIG_DIR)/com/microsoft/CNTK/lib/linux/NATIVE_MANIFEST; \
done
cp -p $(CUDNN_PATH)/cuda/lib64/libcudnn.so $(JAVA_SWIG_DIR)/com/microsoft/CNTK/lib/linux
echo 'libcudnn.so' >> $(JAVA_SWIG_DIR)/com/microsoft/CNTK/lib/linux/NATIVE_MANIFEST
cp -p $(GDK_NVML_LIB_PATH)/libnvidia-ml.so $(JAVA_SWIG_DIR)/com/microsoft/CNTK/lib/linux
echo 'libnvidia-ml.so' >> $(JAVA_SWIG_DIR)/com/microsoft/CNTK/lib/linux/NATIVE_MANIFEST
endif
cp -p $(JAVA_SWIG_DIR)/CNTKNativeUtils.java $(JAVA_SWIG_DIR)/com/microsoft/CNTK/CNTKNativeUtils.java
cd $(JAVA_SWIG_DIR) && $(JDK_BIN_PATH)/jar -cvf cntk-javadoc.jar README.md
cd $(JAVA_SWIG_DIR) && $(JDK_BIN_PATH)/jar -cvf cntk-sources.jar com
$(JDK_BIN_PATH)/javac $(GENERATED_JAVA_DIR)/*.java
rm -rf $(GENERATED_JAVA_DIR)/*.java
mkdir -p $(LIBDIR)/java
cd $(JAVA_SWIG_DIR) && $(JDK_BIN_PATH)/jar -cvf cntk.jar com
cp $(JAVA_SWIG_DIR)/cntk.jar $(JAVA_SWIG_DIR)/cntk-sources.jar $(LIBDIR)/java
javac -cp $(JAVA_SWIG_DIR) $(JAVA_TEST_DIR)/src/Main.java -d $(LIBDIR)/java
ALL += java
endif
########################################
# C# Support
########################################
ifeq ("$(CSHARP_SUPPORT)","true")
# This is a short-term hack to shoehorn cmake into our build system. In the near future, we will fully migrate
# to a cmake-based system and this hack will no longer be necessary.
ifeq ("$(findstring debug,$(BUILDTYPE))","debug")
CSHARP_BUILDTYPE:=Debug
else ifeq ("$(findstring release,$(BUILDTYPE))","release")
CSHARP_BUILDTYPE:=Release
else
$(error '$(BUILDTYPE)' does not resemble 'debug' or 'release')
endif
.PHONY: csharp
csharp: $(CSHARP_LIBS)
@echo $(SEPARATOR)
@echo creating $@ for $(ARCH) with build type $(CSHARP_BUILDTYPE)
mkdir -p bindings/csharp/Swig/build/Linux/$(CSHARP_BUILDTYPE)
cd bindings/csharp/Swig/build/Linux/$(CSHARP_BUILDTYPE) && \
cmake ../../.. -DCNTK_VERSION=$(BUILD_VERSION) -DCMAKE_BUILD_TYPE=$(CSHARP_BUILDTYPE) -DCNTK_BUILD_LIB_DIR_HACK=$(LIBDIR) && \
make clean && \
make all
mkdir -p bindings/csharp/CNTKLibraryManagedDll/build/Linux/$(CSHARP_BUILDTYPE)
cd bindings/csharp/CNTKLibraryManagedDll/build/Linux/$(CSHARP_BUILDTYPE) && \
cmake ../../.. -DCNTK_VERSION=$(BUILD_VERSION) -DCMAKE_BUILD_TYPE=$(CSHARP_BUILDTYPE) -DCNTK_BUILD_LIB_DIR_HACK=$(LIBDIR) && \
make
cp --recursive bindings/csharp/CNTKLibraryManagedDll/build/Linux/$(CSHARP_BUILDTYPE)/AnyCPU/$(CSHARP_BUILDTYPE)/* $(LIBDIR)
ALL += csharp
# Note that CMakeLists.txt has not been created for this project yet. The paths created here are really ugly.
# Since we are not building the .sln file as a whole using dotnet build, dotnet has no context of dependencies of each project. So dispatching the following builds in parallel
# will create various race-conditions when they try to lock down some shared dependent files. Serializing the build here is only mitigating the race-conditions. A proper solution
# would be either using msbuild on the whole solution(ideal but painful to change) or keeping multiple copies of CNTKLibraryManagedDll files for the dependent projects to consume.
V2LibraryCSTests.dll: csharp
@echo $(SEPARATOR)
@echo creating $@ for $(ARCH) with build type $(CSHARP_BUILDTYPE)
cd Tests/UnitTests/V2LibraryCSTests && \
mkdir -p build/Linux/$(CSHARP_BUILDTYPE) && \
dotnet build --force /p:OutDirPrefix=build/Linux/$(CSHARP_BUILDTYPE) /p:PlatformName=Linux -c $(CSHARP_BUILDTYPE)
cp -f Tests/UnitTests/V2LibraryCSTests/build/Linux/$(CSHARP_BUILDTYPE)/AnyCPU/$(CSHARP_BUILDTYPE)/V2LibraryCSTests.* $(LIBDIR)
cp -f Tests/UnitTests/V2LibraryCSTests/build/Linux/$(CSHARP_BUILDTYPE)/AnyCPU/$(CSHARP_BUILDTYPE)/Microsoft.VisualStudio.* $(LIBDIR)
ALL += V2LibraryCSTests.dll
# Note that CMakeLists.txt has not been created for this project yet. The paths created here are really ugly.
CNTKLibraryCSTrainingTest.dll: csharp V2LibraryCSTests.dll
@echo $(SEPARATOR)
@echo creating $@ for $(ARCH) with build type $(CSHARP_BUILDTYPE)
cd Tests/EndToEndTests/CNTKv2CSharp/CNTKLibraryCSTrainingTest && \
mkdir -p build/Linux/$(CSHARP_BUILDTYPE) && \
dotnet build --force /p:OutDirPrefix=build/Linux/$(CSHARP_BUILDTYPE) /p:PlatformName=Linux -c $(CSHARP_BUILDTYPE) CNTKLibraryCSTrainingTest.csproj
cp -f Tests/EndToEndTests/CNTKv2CSharp/CNTKLibraryCSTrainingTest/build/Linux/$(CSHARP_BUILDTYPE)/AnyCPU/$(CSHARP_BUILDTYPE)/*.* $(LIBDIR)
ALL += CNTKLibraryCSTrainingTest.dll
# Note that CMakeLists.txt has not been created for this project yet. The paths created here are really ugly.
CNTKLibraryCSEvalExamplesTest.dll: csharp CNTKLibraryCSTrainingTest.dll
@echo $(SEPARATOR)
@echo creating $@ for $(ARCH) with build type $(CSHARP_BUILDTYPE)
cd Tests/EndToEndTests/EvalClientTests/CNTKLibraryCSEvalExamplesTest && \
mkdir -p build/Linux/$(CSHARP_BUILDTYPE) && \
dotnet build --force /p:OutDirPrefix=build/Linux/$(CSHARP_BUILDTYPE) /p:PlatformName=Linux -c $(CSHARP_BUILDTYPE) CNTKLibraryCSEvalExamplesTest.csproj
cp -f Tests/EndToEndTests/EvalClientTests/CNTKLibraryCSEvalExamplesTest/build/Linux/$(CSHARP_BUILDTYPE)/AnyCPU/$(CSHARP_BUILDTYPE)/*.* $(LIBDIR)
ALL += CNTKLibraryCSEvalExamplesTest.dll
endif
########################################
# General compile and dependency rules
########################################
ALL += $(ALL_LIBS)
VPATH := $(sort $(dir $(SRC)))
# Define object files
OBJ := \
$(patsubst %.cu, $(OBJDIR)/%.o, $(filter %.cu, $(SRC))) \
$(patsubst %.pb.cc, $(OBJDIR)/%.pb.o, $(filter %.pb.cc, $(SRC))) \
$(patsubst %.cpp, $(OBJDIR)/%.o, $(filter %.cpp, $(SRC)))
# C++ include dependencies generated by -MF compiler option
DEP := $(patsubst %.o, %.d, $(OBJ))
# Include all C++ dependencies, like header files, to ensure that a change in those
# will result in the rebuild.
-include ${DEP}
BUILD_CONFIGURATION := Makefile $(BUILD_TOP)/Config.make
%onnx-ml.pb.cc : %onnx-ml.proto $(BUILD_CONFIGURATION)
@echo $(SEPARATOR)
@echo compiling protobuf $<
# protoc is confused if --proto_path is not set to an absolute path in below usage
$(PROTOC) --proto_path=$(SOURCEDIR)/CNTKv2LibraryDll/proto/onnx/onnx_repo/ --cpp_out=$(dir $<).. $<
%onnx-operators-ml.pb.cc : %onnx-operators-ml.proto $(BUILD_CONFIGURATION)
@echo $(SEPARATOR)
@echo compiling protobuf $<
# protoc is confused if --proto_path is not set to an absolute path in below usage
$(PROTOC) --proto_path=$(SOURCEDIR)/CNTKv2LibraryDll/proto/onnx/onnx_repo/ --cpp_out=$(dir $<).. $<
%.pb.cc : %.proto $(BUILD_CONFIGURATION)
@echo $(SEPARATOR)
@echo compiling protobuf $<
$(PROTOC) --proto_path=$(dir $<) --cpp_out=$(dir $<) $<
$(OBJDIR)/%.o : %.cu $(BUILD_CONFIGURATION)
@echo $(SEPARATOR)
@echo creating $@ for $(ARCH) with build type $(BUILDTYPE)
@mkdir -p $(dir $@)
$(NVCC) -c $< -o $@ $(COMMON_FLAGS) $(CUFLAGS) $(INCLUDEPATH:%=-I%) -Xcompiler "-fPIC -Werror"
$(OBJDIR)/%.pb.o : %.pb.cc $(BUILD_CONFIGURATION)
@echo $(SEPARATOR)
@echo creating $@ for $(ARCH) with build type $(BUILDTYPE)
@mkdir -p $(dir $@)
$(CXX) -c $< -o $@ $(COMMON_FLAGS) $(CPPFLAGS) $(CXXFLAGS) $(INCLUDEPATH:%=-I%) -MD -MP -MF ${@:.o=.d}
$(OBJDIR)/%.o : %.cpp $(BUILD_CONFIGURATION)
@echo $(SEPARATOR)
@echo creating $@ for $(ARCH) with build type $(BUILDTYPE)
@mkdir -p $(dir $@)
$(CXX) -c $< -o $@ $(COMMON_FLAGS) $(CPPFLAGS) $(CXXFLAGS) $(INCLUDEPATH:%=-I%) -MD -MP -MF ${@:.o=.d}
$(OBJDIR)/%.o : %.cc $(BUILD_CONFIGURATION)
@echo $(SEPARATOR)
@echo creating $@ for $(ARCH) with build type $(BUILDTYPE)
@mkdir -p $(dir $@)
$(CXX) -c $< -o $@ $(COMMON_FLAGS) $(CPPFLAGS) $(CXXFLAGS) $(INCLUDEPATH:%=-I%) -MD -MP -MF ${@:.o=.d}
.PHONY: clean buildall all unittests
clean:
@echo $(SEPARATOR)
@rm -rf $(OBJDIR)
@rm -rf $(ALL)
@rm -rf $(BUILDINFO)
@echo finished cleaning up the project
buildall : $(ALL)
@echo $(SEPARATOR)
@echo finished building for $(ARCH) with build type $(BUILDTYPE)
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