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makefile
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.SUFFIXES = .cpp .o
#CFLAGS = -O2 -std=c++11
CFLAGS = -O2 -std=c++11 -g
WICWIU_LIB = lib/libwicwiu.a
# if CUDA device, cuda or cuDNN is not installed, disable the following line
ENABLE_CUDNN = -D__CUDNN__
# uncomment the following to debug
#DFLAGS = -D__DEBUG__
INCLUDE_PATH = -I/usr/local/cuda-10.2/include
LIB_PATH = -L. -L/usr/local/cuda-10.2/lib64
CC = g++
NVCC = nvcc
ifdef ENABLE_CUDNN
LINKER = nvcc
LFLAGS = -lcudart -lcudnn -lpthread -lcublas
# LFLAGS = -lpthread
else
LINKER = g++
LFLAGS = -lpthread
endif
AR = ar
WICWIU_SRCS = \
WICWIU_src/Utils.cpp \
WICWIU_src/Shape.cpp \
WICWIU_src/KNearestNeighbor.cpp \
WICWIU_src/TensorMath.cpp \
WICWIU_src/FewShotClassifier.cpp
WICWIU_OBJS = ${WICWIU_SRCS:.cpp=.o}
ifdef ENABLE_CUDNN
WICWIU_CUDA_SRCS = \
WICWIU_src/TensorMath_CUDA.cu \
WICWIU_src/Utils_CUDA.cu \
WICWIU_src/Optimizer/AdamOptimizer_CUDA.cu \
WICWIU_src/Operator/Concatenate_CUDA.cu \
WICWIU_src/Operator/LRelu_CUDA.cu \
WICWIU_src/Operator/PRelu_CUDA.cu\
WICWIU_src/Optimizer/NagOptimizer_CUDA.cu \
WICWIU_src/Optimizer/AdagradOptimizer_CUDA.cu \
WICWIU_src/Optimizer/RMSPropOptimizer_CUDA.cu \
WICWIU_src/LossFunction/SoftmaxCrossEntropy_CUDA.cu \
WICWIU_src/Operator/L2Normalize.cu \
WICWIU_src/Operator/Passer.cu \
WICWIU_src/Operator/Embedding_CUDA.cu \
WICWIU_src/Module/RNNDecoder_CUDA.cu \
WICWIU_src/Operator/AttentionPaddingMask_CUDA.cu \
WICWIU_src/Operator/MaskedFill_CUDA.cu \
WICWIU_src/Operator/LayerNormalize_CUDA.cu \
WICWIU_src/Operator/Transpose_CUDA.cu \
WICWIU_src/Operator/Softmax1D_CUDA.cu \
WICWIU_src/Operator/BroadMatMul_CUDA.cu \
WICWIU_src/LossFunction/SmoothedKLDivLoss_CUDA.cu \
WICWIU_src/Operator/ConcatSimilarity_CUDA.cu \
WICWIU_src/Module/Bahdanau_CUDA.cu \
WICWIU_src/Operator/Flip_CUDA.cu
WICWIU_CUDA_OBJS = ${WICWIU_CUDA_SRCS:.cu=.o}
endif
all: $(WICWIU_LIB)
.cpp.o:
$(CC) $(CFLAGS) $(DFLAGS) $(ENABLE_CUDNN) $(INCLUDE_PATH) $(LIB_PATH) -c $< -o $@
# for cuda code
WICWIU_src/Utils_CUDA.o: WICWIU_src/Utils_CUDA.cu
$(NVCC) $(CFLAGS) $(DFLAGS) $(ENABLE_CUDNN) $(INCLUDE_PATH) -c $< -o $@
WICWIU_src/TensorMath_CUDA.o: WICWIU_src/TensorMath_CUDA.cu
$(NVCC) $(CFLAGS) $(DFLAGS) $(ENABLE_CUDNN) $(INCLUDE_PATH) -c $< -o $@
WICWIU_src/Optimizer/AdamOptimizer_CUDA.o: WICWIU_src/Optimizer/AdamOptimizer_CUDA.cu
$(NVCC) $(CFLAGS) $(DFLAGS) $(ENABLE_CUDNN) $(INCLUDE_PATH) -c $< -o $@
WICWIU_src/Optimizer/RMSPropOptimizer_CUDA.o: WICWIU_src/Optimizer/RMSPropOptimizer_CUDA.cu
$(NVCC) $(CFLAGS) $(DFLAGS) $(ENABLE_CUDNN) $(INCLUDE_PATH) -c $< -o $@
WICWIU_src/Optimizer/NagOptimizer_CUDA.o: WICWIU_src/Optimizer/NagOptimizer_CUDA.cu
$(NVCC) $(CFLAGS) $(DFLAGS) $(ENABLE_CUDNN) $(INCLUDE_PATH) -c $< -o $@
WICWIU_src/Optimizer/AdagradOptimizer_CUDA.o: WICWIU_src/Optimizer/AdagradOptimizer_CUDA.cu
$(NVCC) $(CFLAGS) $(DFLAGS) $(ENABLE_CUDNN) $(INCLUDE_PATH) -c $< -o $@
WICWIU_src/Operator/Concatenate_CUDA.o: WICWIU_src/Operator/Concatenate_CUDA.cu
$(NVCC) $(CFLAGS) $(DFLAGS) $(ENABLE_CUDNN) $(INCLUDE_PATH) -c $< -o $@
WICWIU_src/Operator/LRelu_CUDA.o: WICWIU_src/Operator/LRelu_CUDA.cu
$(NVCC) $(CFLAGS) $(DFLAGS) $(ENABLE_CUDNN) $(INCLUDE_PATH) -c $< -o $@
WICWIU_src/Operator/PRelu_CUDA.o: WICWIU_src/Operator/PRelu_CUDA.cu
$(NVCC) $(CFLAGS) $(DFLAGS) $(ENABLE_CUDNN) $(INCLUDE_PATH) -c $< -o $@
WICWIU_src/Operator/L2Normalize.o: WICWIU_src/Operator/L2Normalize.cu
$(NVCC) $(CFLAGS) $(DFLAGS) $(ENABLE_CUDNN) $(INCLUDE_PATH) -c $< -o $@
WICWIU_src/Operator/Passer.o: WICWIU_src/Operator/Passer.cu
$(NVCC) $(CFLAGS) $(DFLAGS) $(ENABLE_CUDNN) $(INCLUDE_PATH) -c $< -o $@
WICWIU_src/LossFunction/SoftmaxCrossEntropy_CUDA.o: WICWIU_src/LossFunction/SoftmaxCrossEntropy_CUDA.cu
$(NVCC) $(CFLAGS) $(DFLAGS) $(ENABLE_CUDNN) $(INCLUDE_PATH) -c $< -o $@
WICWIU_src/Operator/Embedding_CUDA.o: WICWIU_src/Operator/Embedding_CUDA.cu
$(NVCC) $(CFLAGS) $(DFLAGS) $(ENABLE_CUDNN) $(INCLUDE_PATH) -c $< -o $@
WICWIU_src/Module/RNNDecoder_CUDA.o: WICWIU_src/Module/RNNDecoder_CUDA.cu
$(NVCC) $(CFLAGS) $(DFLAGS) $(ENABLE_CUDNN) $(INCLUDE_PATH) -c $< -o $@
WICWIU_src/Operator/Transpose_CUDA.o: WICWIU_src/Operator/Transpose_CUDA.cu
$(NVCC) $(CFLAGS) $(DFLAGS) $(ENABLE_CUDNN) $(INCLUDE_PATH) -c $< -o $@
WICWIU_src/Operator/LayerNormalize_CUDA.o: WICWIU_src/Operator/LayerNormalize_CUDA.cu
$(NVCC) $(CFLAGS) $(DFLAGS) $(ENABLE_CUDNN) $(INCLUDE_PATH) -c $< -o $@
WICWIU_src/Operator/Softmax1D_CUDA.o: WICWIU_src/Operator/Softmax1D_CUDA.cu
$(NVCC) $(CFLAGS) $(DFLAGS) $(ENABLE_CUDNN) $(INCLUDE_PATH) -c $< -o $@
WICWIU_src/Operator/AttentionPaddingMask_CUDA.o: WICWIU_src/Operator/AttentionPaddingMask_CUDA.cu
$(NVCC) $(CFLAGS) $(DFLAGS) $(ENABLE_CUDNN) $(INCLUDE_PATH) -c $< -o $@
WICWIU_src/Operator/MaskedFill_CUDA.o: WICWIU_src/Operator/MaskedFill_CUDA.cu
$(NVCC) $(CFLAGS) $(DFLAGS) $(ENABLE_CUDNN) $(INCLUDE_PATH) -c $< -o $@
WICWIU_src/Operator/BroadMatMul_CUDA.o: WICWIU_src/Operator/BroadMatMul_CUDA.cu
$(NVCC) $(CFLAGS) $(DFLAGS) $(ENABLE_CUDNN) $(INCLUDE_PATH) -c $< -o $@
WICWIU_src/LossFunction/SmoothedKLDivLoss_CUDA.o: WICWIU_src/LossFunction/SmoothedKLDivLoss_CUDA.cu
$(NVCC) $(CFLAGS) $(DFLAGS) $(ENABLE_CUDNN) $(INCLUDE_PATH) -c $< -o $@
WICWIU_src/Operator/ConcatSimilarity_CUDA.o: WICWIU_src/Operator/ConcatSimilarity_CUDA.cu
$(NVCC) $(CFLAGS) $(DFLAGS) $(ENABLE_CUDNN) $(INCLUDE_PATH) -c $< -o $@
WICWIU_src/Module/Bahdanau_CUDA.o: WICWIU_src/Module/Bahdanau_CUDA.cu
$(NVCC) $(CFLAGS) $(DFLAGS) $(ENABLE_CUDNN) $(INCLUDE_PATH) -c $< -o $@
WICWIU_src/Operator/Flip_CUDA.o: WICWIU_src/Operator/Flip_CUDA.cu
$(NVCC) $(CFLAGS) $(DFLAGS) $(ENABLE_CUDNN) $(INCLUDE_PATH) -c $< -o $@
$(WICWIU_LIB): $(WICWIU_OBJS) $(WICWIU_CUDA_OBJS)
$(AR) rcs $@ $(WICWIU_OBJS) $(WICWIU_CUDA_OBJS)
#main: $(WICWIU_OBJS) main.o
# $(LINKER) $(CFLAGS) $(ENABLE_CUDNN) $(DFLAGS) $(LFLAGS) $(INCLUDE_PATH) $(LIB_PATH) -o $@ $(WICWIU_OBJS) main.o
clean:
rm -rf *.o $(WICWIU_OBJS) $(WICWIU_CUDA_OBJS) $(WICWIU_LIB)