Revision 124d7f3bacc29adade897d056472df0841df1b88 authored by Frank Seide on 15 October 2015, 20:00:51 UTC, committed by Frank Seide on 15 October 2015, 20:00:51 UTC
added code, currently #if-0'ed out, to set the random seed correctly (but slowly) for GPU
1 parent 3a6fc85
Makefile
# 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.
#
# This makefile will be extended/completed as we go.
#
# To use this Makefile, create a directory to build in and make a Config.make in the directory
# that provides
# ACML_PATH= path to ACML library installation
# only needed if MATHLIB=acml
# MKL_PATH= path to MKL library installation
# only needed if MATHLIB=mkl
# GDK_PATH= path to cuda gdk installation, so $(GDK_PATH)/include/nvidia/gdk/nvml.h exists
# defaults to /usr
# BUILDTYPE= One of release or debug
# defaults to release
# MATHLIB= One of acml or mkl
# defaults to acml
# 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
# KALDI_PATH= Path to Kaldi
# If not specified, Kaldi plugins will not be built
# OPENCV_PATH= path to OpenCV 3.0.0 installation, so $(OPENCV_PATH) exists
# defaults to /usr/local/opencv-3.0.0
ifndef BUILD_TOP
BUILD_TOP=.
endif
ifneq ("$(wildcard $(BUILD_TOP)/Config.make)","")
include $(BUILD_TOP)/Config.make
else
$(error Cannot fine $(BUILD_TOP)/Config.make. Please see the README file for configuration instructions.)
endif
ifndef BUILDTYPE
$(info Defaulting BUILDTYPE=release)
BUILDTYPE=release
endif
ifndef MATHLIB
$(info DEFAULTING MATHLIB=acml)
MATHLIB = acml
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 = mpic++
INCLUDEPATH:= Common/Include Math/Math MachineLearning/CNTK MachineLearning/CNTKComputationNetworkLib MachineLearning/CNTKSGDLib MachineLearning/SequenceTraining BrainScript
CPPFLAGS:= -D_POSIX_SOURCE -D_XOPEN_SOURCE=600 -D__USE_XOPEN2K
CXXFLAGS:= -msse3 -std=c++0x -std=c++11 -fopenmp -fpermissive -fPIC -Werror -fcheck-new
LIBPATH:=
LIBS:=
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:=
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 = -std=c++11 -D_POSIX_SOURCE -D_XOPEN_SOURCE=600 -D__USE_XOPEN2K -m 64
ifdef CUDA_PATH
ifndef GDK_PATH
$(info defaulting GDK_PATH to /usr)
GDK_PATH=/usr
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
# This is a suggested/default location for NVML
INCLUDEPATH+=$(GDK_PATH)/include/nvidia/gdk
INCLUDEPATH+=$(CUB_PATH)
NVMLPATH=$(GDK_PATH)/src/gdk/nvml/lib
# Set up CUDA includes and libraries
INCLUDEPATH += $(CUDA_PATH)/include
LIBPATH += $(CUDA_PATH)/lib64
LIBS += -lcublas -lcudart -lcuda -lcurand -lcusparse -lnvidia-ml
else
DEVICE = cpu
CPPFLAGS +=-DCPUONLY
endif
ifeq ("$(MATHLIB)","acml")
INCLUDEPATH += $(ACML_PATH)/include
LIBPATH += $(ACML_PATH)/lib
LIBS += -lacml -lm -lpthread
CPPFLAGS += -DUSE_ACML
endif
ifeq ("$(MATHLIB)","mkl")
INCLUDEPATH += $(MKL_PATH)/mkl/include
LIBPATH += $(MKL_PATH)/compiler/lib/intel64 $(MKL_PATH)/mkl/lib/intel64 $(MKL_PATH)/compiler/lib/mic $(MKL_PATH)/mkl/lib/mic
LIBS += -lmkl_intel_lp64 -lmkl_intel_thread -lmkl_core -lm -liomp5 -lpthread
CPPFLAGS += -DUSE_MKL
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 += -lkaldi-util -lkaldi-matrix -lkaldi-base -lkaldi-hmm -lkaldi-cudamatrix -lkaldi-nnet -lkaldi-lat
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_SM20 := -gencode arch=compute_20,code=\"sm_20,compute_20\"
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\"
ifeq ("$(BUILDTYPE)","debug")
ifdef CNTK_CUDA_CODEGEN_DEBUG
GENCODE_FLAGS := $(CNTK_CUDA_CODEGEN_DEBUG)
else
GENCODE_FLAGS := -gencode arch=compute_20,code=\"compute_20\"
endif
CXXFLAGS += -g
CPPFLAGS += -D_DEBUG
CUFLAGS += -O0 -G -lineinfo $(GENCODE_FLAGS)
endif
ifeq ("$(BUILDTYPE)","release")
ifdef CNTK_CUDA_CODEGEN_RELEASE
GENCODE_FLAGS := $(CNTK_CUDA_CODEGEN_RELEASE)
else
GENCODE_FLAGS := $(GENCODE_SM20) $(GENCODE_SM30) $(GENCODE_SM35) $(GENCODE_SM50)
endif
CXXFLAGS += -O4
CUFLAGS += -O3 -use_fast_math -lineinfo $(GENCODE_FLAGS)
endif
#######
OBJDIR:= $(BUILD_TOP)/.build
BINDIR:= $(BUILD_TOP)/bin
LIBDIR:= $(BUILD_TOP)/lib
ORIGINLIBDIR:='$$ORIGIN/../lib'
ORIGINDIR:='$$ORIGIN'
CNTKMATH:=cntkmath
########################################
# Math library
########################################
# Define all sources that need to be built
COMMON_SRC =\
Common/BestGpu.cpp \
Common/ConfigFile.cpp \
Common/DataReader.cpp \
Common/DataWriter.cpp \
Common/DebugUtil.cpp \
Common/Eval.cpp \
Common/File.cpp \
Common/TimerUtility.cpp \
Common/fileutil.cpp \
MATH_SRC =\
Math/Math/CPUMatrix.cpp \
Math/Math/CPUSparseMatrix.cpp \
Math/Math/MatrixQuantizer.cpp \
Math/Math/MatrixQuantizerCPU.cpp \
Math/Math/QuantizedMatrix.cpp \
Math/Math/Matrix.cpp \
Math/Math/CUDAPageLockedMemAllocator.cpp \
ifdef CUDA_PATH
MATH_SRC +=\
Math/Math/GPUMatrix.cu \
Math/Math/GPUMatrixCUDAKernels.cu \
Math/Math/GPUSparseMatrix.cu \
Math/Math/GPUWatcher.cu \
Math/Math/MatrixQuantizerGPU.cu \
else
MATH_SRC +=\
Math/Math/NoGPU.cpp
endif
MATH_SRC+=$(COMMON_SRC)
MATH_OBJ := $(patsubst %.cu, $(OBJDIR)/%.o, $(patsubst %.cpp, $(OBJDIR)/%.o, $(MATH_SRC)))
CNTKMATH_LIB:= $(LIBDIR)/lib$(CNTKMATH).so
ALL += $(CNTKMATH_LIB)
SRC+=$(MATH_SRC)
RPATH=-Wl,-rpath,
$(CNTKMATH_LIB): $(MATH_OBJ)
@echo $(SEPARATOR)
@echo creating $@ for $(ARCH) with build type $(BUILDTYPE)
@mkdir -p $(dir $@)
$(CXX) $(LDFLAGS) -shared $(patsubst %,-L%, $(LIBPATH) $(NVMLPATH)) $(patsubst %,$(RPATH)%, $(ORIGINDIR) $(LIBPATH)) -o $@ $^ $(LIBS) -fopenmp
########################################
# BinaryReader plugin
########################################
BINARYREADER_SRC =\
DataReader/BinaryReader/BinaryFile.cpp \
DataReader/BinaryReader/BinaryReader.cpp \
DataReader/BinaryReader/BinaryWriter.cpp \
BINARYREADER_OBJ := $(patsubst %.cpp, $(OBJDIR)/%.o, $(BINARYREADER_SRC))
BINARY_READER:= $(LIBDIR)/BinaryReader.so
#ALL += $(BINARY_READER)
#SRC+=$(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 =\
DataReader/HTKMLFReader/DataReader.cpp \
DataReader/HTKMLFReader/DataWriter.cpp \
DataReader/HTKMLFReader/HTKMLFReader.cpp \
DataReader/HTKMLFReader/HTKMLFWriter.cpp \
HTKMLREADER_OBJ := $(patsubst %.cpp, $(OBJDIR)/%.o, $(HTKMLFREADER_SRC))
HTKMLREADER:=$(LIBDIR)/HTKMLFReader.so
ALL+=$(HTKMLREADER)
SRC+=$(HTKMLREADER_SRC)
$(LIBDIR)/HTKMLFReader.so: $(HTKMLREADER_OBJ) | $(CNTKMATH_LIB)
@echo $(SEPARATOR)
$(CXX) $(LDFLAGS) -shared $(patsubst %,-L%, $(LIBDIR) $(LIBPATH)) $(patsubst %,$(RPATH)%, $(ORIGINDIR) $(LIBPATH)) -o $@ $^ -l$(CNTKMATH)
########################################
# LMSequenceReader plugin
########################################
LMSEQUENCEREADER_SRC =\
DataReader/LMSequenceReader/Exports.cpp \
DataReader/LMSequenceReader/SequenceParser.cpp \
DataReader/LMSequenceReader/SequenceReader.cpp \
LMSEQUENCEREADER_OBJ := $(patsubst %.cpp, $(OBJDIR)/%.o, $(LMSEQUENCEREADER_SRC))
LMSEQUENCEREADER:= $(LIBDIR)/LMSequenceReader.so
ALL+=$(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 =\
DataReader/LUSequenceReader/Exports.cpp \
DataReader/LUSequenceReader/LUSequenceParser.cpp \
DataReader/LUSequenceReader/LUSequenceReader.cpp \
LUSEQUENCEREADER_OBJ := $(patsubst %.cpp, $(OBJDIR)/%.o, $(LUSEQUENCEREADER_SRC))
LUSEQUENCEREADER:=$(LIBDIR)/LUSequenceReader.so
ALL+=$(LUSEQUENCEREADER)
SRC+=$(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 =\
DataReader/UCIFastReader/Exports.cpp \
DataReader/UCIFastReader/UCIFastReader.cpp \
DataReader/UCIFastReader/UCIParser.cpp \
UCIFASTREADER_OBJ := $(patsubst %.cpp, $(OBJDIR)/%.o, $(UCIFASTREADER_SRC))
UCIFASTREADER:=$(LIBDIR)/UCIFastReader.so
ALL += $(UCIFASTREADER)
SRC+=$(UCIFASTREADER_SRC)
$(UCIFASTREADER): $(UCIFASTREADER_OBJ) | $(CNTKMATH_LIB)
@echo $(SEPARATOR)
$(CXX) $(LDFLAGS) -shared $(patsubst %,-L%, $(LIBDIR) $(LIBPATH)) $(patsubst %,$(RPATH)%, $(ORIGINDIR) $(LIBPATH)) -o $@ $^ -l$(CNTKMATH)
########################################
# Kaldi plugins
########################################
ifdef KALDI_PATH
KALDIREADER_SRC = \
DataReader/KaldiReader/DataReader.cpp \
DataReader/KaldiReader/DataWriter.cpp \
DataReader/KaldiReader/HTKMLFReader.cpp \
DataReader/KaldiReader/HTKMLFWriter.cpp \
KALDIREADER_OBJ := $(patsubst %.cpp, $(OBJDIR)/%.o, $(KALDIREADER_SRC))
KALDIREADER:=$(LIBDIR)/KaldiReader.so
ALL+=$(KALDIREADER)
SRC+=$(KALDIREADER_SRC)
$(KALDIREADER): $(KALDIREADER_OBJ) | $(CNTKMATH_LIB)
@echo $(SEPARATOR)
$(CXX) $(LDFLAGS) -shared $(patsubst %,-L%, $(LIBDIR) $(KALDI_LIBPATH) $(LIBPATH)) $(patsubst %,$(RPATH)%, $(ORIGINDIR) $(KALDI_LIBPATH) $(LIBPATH)) -o $@ $^ -l$(CNTKMATH) $(KALDI_LIBS)
KALDIWRITER:=$(LIBDIR)/KaldiWriter.so
ALL+=$(KALDIWRITER)
$(KALDIWRITER): $(KALDIREADER_OBJ) | $(CNTKMATH_LIB)
@echo $(SEPARATOR)
$(CXX) $(LDFLAGS) -shared $(patsubst %,-L%, $(LIBDIR) $(LIBPATH)) $(patsubst %,$(RPATH)%, $(ORIGINDIR) $(LIBPATH)) -o $@ $^ -l$(CNTKMATH)
KALDI2READER_SRC = \
DataReader/Kaldi2Reader/DataReader.cpp \
DataReader/Kaldi2Reader/DataWriter.cpp \
DataReader/Kaldi2Reader/HTKMLFReader.cpp \
DataReader/Kaldi2Reader/HTKMLFWriter.cpp \
DataReader/Kaldi2Reader/KaldiSequenceTrainingDerivative.cpp \
DataReader/Kaldi2Reader/UtteranceDerivativeBuffer.cpp \
KALDI2READER_OBJ := $(patsubst %.cpp, $(OBJDIR)/%.o, $(KALDI2READER_SRC))
KALDI2READER:=$(LIBDIR)/Kaldi2Reader.so
ALL+=$(KALDI2READER)
SRC+=$(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
IMAGEREADER_SRC =\
DataReader/ImageReader/Exports.cpp \
DataReader/ImageReader/ImageReader.cpp \
IMAGEREADER_OBJ := $(patsubst %.cpp, $(OBJDIR)/%.o, $(IMAGEREADER_SRC))
IMAGEREADER:=$(LIBDIR)/ImageReader.so
ALL += $(IMAGEREADER)
SRC+=$(IMAGEREADER_SRC)
$(IMAGEREADER): $(IMAGEREADER_OBJ) | $(CNTKMATH_LIB)
@echo $(SEPARATOR)
$(CXX) $(LDFLAGS) -shared $(patsubst %,-L%, $(LIBDIR) $(LIBPATH)) $(patsubst %,$(RPATH)%, $(ORIGINDIR) $(LIBPATH)) -o $@ $^ -l$(CNTKMATH)
endif
########################################
# cntk
########################################
CNTK_SRC =\
MachineLearning/CNTK/CNTK.cpp \
MachineLearning/CNTK/ModelEditLanguage.cpp \
MachineLearning/CNTK/NetworkDescriptionLanguage.cpp \
MachineLearning/CNTK/SimpleNetworkBuilder.cpp \
MachineLearning/CNTK/SynchronousExecutionEngine.cpp \
MachineLearning/CNTK/tests.cpp \
MachineLearning/CNTKComputationNetworkLib/ComputationNode.cpp \
MachineLearning/CNTKComputationNetworkLib/ComputationNetwork.cpp \
MachineLearning/CNTKComputationNetworkLib/ComputationNetworkBuilder.cpp \
MachineLearning/CNTKComputationNetworkLib/NetworkBuilderFromConfig.cpp \
MachineLearning/CNTKSGDLib/Profiler.cpp \
MachineLearning/CNTKSGDLib/SGD.cpp \
MachineLearning/SequenceTraining/latticeforwardbackward.cpp \
MachineLearning/SequenceTraining/parallelforwardbackward.cpp \
BrainScript/BrainScriptEvaluator.cpp \
BrainScript/BrainScriptParser.cpp \
BrainScript/BrainScriptTest.cpp \
MachineLearning/CNTK/ExperimentalNetworkBuilder.cpp \
ifdef CUDA_PATH
CNTK_SRC +=\
Math/Math/cudalatticeops.cu \
Math/Math/cudalattice.cpp \
Math/Math/cudalib.cpp \
else
CNTK_SRC +=\
MachineLearning/SequenceTraining/NoGPU.cpp \
endif
CNTK_OBJ := $(patsubst %.cu, $(OBJDIR)/%.o, $(patsubst %.cpp, $(OBJDIR)/%.o, $(CNTK_SRC)))
CNTK:=$(BINDIR)/cntk
ALL+=$(CNTK)
$(CNTK): $(CNTK_OBJ) | $(CNTKMATH_LIB)
@echo $(SEPARATOR)
@mkdir -p $(dir $@)
@echo building output for $(ARCH) with build type $(BUILDTYPE)
$(CXX) $(LDFLAGS) $(patsubst %,-L%, $(LIBDIR) $(LIBPATH)) $(patsubst %,$(RPATH)%, $(ORIGINLIBDIR) $(LIBPATH)) -o $@ $^ $(LIBS) -l$(CNTKMATH) -fopenmp
########################################
# General compile and dependency rules
########################################
VPATH := $(sort $(dir $(SRC)))
# Define object files
OBJ := $(patsubst %.cu, $(OBJDIR)/%.o, $(patsubst %.cpp, $(OBJDIR)/%.o, $(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}
$(OBJDIR)/%.o : %.cu Makefile
@echo $(SEPARATOR)
@echo creating $@ for $(ARCH) with build type $(BUILDTYPE)
@mkdir -p $(dir $@)
$(NVCC) -c $< -o $@ $(CUFLAGS) $(INCLUDEPATH:%=-I%) -Xcompiler "-fPIC -Werror"
$(OBJDIR)/%.o : %.cpp Makefile
@echo $(SEPARATOR)
@echo creating $@ for $(ARCH) with build type $(BUILDTYPE)
@mkdir -p $(dir $@)
$(CXX) -c $< -o $@ $(CPPFLAGS) $(CXXFLAGS) $(INCLUDEPATH:%=-I%) -MD -MP -MF ${@:.o=.d}
.PHONY: clean buildall all
clean:
@echo $(SEPARATOR)
@rm -rf $(OBJDIR)
@rm -rf $(ALL)
@echo finished cleaning up the project
buildall : $(ALL)
@echo $(SEPARATOR)
@echo finished building for $(ARCH) with build type $(BUILDTYPE)
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