Build caffe using qmake (ubuntu&windows)

2020-06-02 原文

1. Problem

I want to build caffe on windows. Windows official version is a little complex,since I need to change dependent libs frequently. For a cross-platform solution,Qt is an awesome choice.

2. Solution

Platform: Windows10(x64)+ VS2013 (msvc120)

2.1 Prepare

Caffe uses a lot of cpp libs: boost,gflags,glog,hdf5,LevelDB,Imdb,openblas,opencv,protobuf. I upload msvc120_x64 version here.

2.2 Code

Qt uses qmake to manage project. All you need just a *.pro file,as CMakeLists.txt for cmake.

Here is libcaffe.pro

TEMPLATE = lib
CONfig(debug,debug|release): TARGET = libcaffed
CONfig(release,debug|release): TARGET = libcaffe
INCLUDEPATH += include src include/caffe/proto
DEFInes += USE_OPENCV cpu_ONLY
CONfig += dll staticlib

# Input
HEADERS += \     include/caffe/blob.hpp\     include/caffe/caffe.hpp\     include/caffe/common.hpp\     include/caffe/data_reader.hpp\     include/caffe/data_transformer.hpp\     include/caffe/filler.hpp\     include/caffe/internal_thread.hpp\     include/caffe/layer.hpp\     include/caffe/layers/absval_layer.hpp\     include/caffe/layers/accuracy_layer.hpp\     include/caffe/layers/argmax_layer.hpp\     include/caffe/layers/base_conv_layer.hpp\     include/caffe/layers/base_data_layer.hpp\     include/caffe/layers/batch_norm_layer.hpp\     include/caffe/layers/batch_reindex_layer.hpp\     include/caffe/layers/bias_layer.hpp\     include/caffe/layers/bnll_layer.hpp\     include/caffe/layers/Box_annotator_ohem_layer.hpp\     include/caffe/layers/concat_layer.hpp\     include/caffe/layers/contrastive_loss_layer.hpp\     include/caffe/layers/conv_layer.hpp\     include/caffe/layers/crop_layer.hpp\     include/caffe/layers/cudnn_conv_layer.hpp\     include/caffe/layers/cudnn_lcn_layer.hpp\     include/caffe/layers/cudnn_lrn_layer.hpp\     include/caffe/layers/cudnn_pooling_layer.hpp\     include/caffe/layers/cudnn_relu_layer.hpp\     include/caffe/layers/cudnn_sigmoid_layer.hpp\     include/caffe/layers/cudnn_softmax_layer.hpp\     include/caffe/layers/cudnn_tanh_layer.hpp\     include/caffe/layers/data_layer.hpp\     include/caffe/layers/deconv_layer.hpp\     include/caffe/layers/dropout_layer.hpp\     include/caffe/layers/dummy_data_layer.hpp\     include/caffe/layers/eltwise_layer.hpp\     include/caffe/layers/elu_layer.hpp\     include/caffe/layers/embed_layer.hpp\     include/caffe/layers/euclidean_loss_layer.hpp\     include/caffe/layers/exp_layer.hpp\     include/caffe/layers/filter_layer.hpp\     include/caffe/layers/flatten_layer.hpp\     include/caffe/layers/hdf5_data_layer/.hpp\     include/caffe/layers/hdf5_output_layer.hpp\     include/caffe/layers/hinge_loss_layer.hpp\     include/caffe/layers/im2col_layer.hpp\     include/caffe/layers/image_data_layer.hpp\     include/caffe/layers/infogain_loss_layer.hpp\     include/caffe/layers/inner_product_layer.hpp\     include/caffe/layers/input_layer.hpp\     include/caffe/layers/log_layer.hpp\     include/caffe/layers/loss_layer.hpp\     include/caffe/layers/lrn_layer.hpp\     include/caffe/layers/lstm_layer.hpp\     include/caffe/layers/memory_data_layer.hpp\     include/caffe/layers/multinomial_logistic_loss_layer.hpp\     include/caffe/layers/mvn_layer.hpp\     include/caffe/layers/neuron_layer.hpp\     include/caffe/layers/parameter_layer.hpp\     include/caffe/layers/pooling_layer.hpp\     include/caffe/layers/power_layer.hpp\     include/caffe/layers/prelu_layer.hpp\     include/caffe/layers/psroi_pooling_layer.hpp\     include/caffe/layers/python_layer.hpp\     include/caffe/layers/recurrent_layer.hpp\     include/caffe/layers/reduction_layer.hpp\     include/caffe/layers/relu_layer.hpp\     include/caffe/layers/reshape_layer.hpp\     include/caffe/layers/rnn_layer.hpp\     include/caffe/layers/roi_pooling_layer.hpp\     include/caffe/layers/scale_layer.hpp\     include/caffe/layers/sigmoid_cross_entropy_loss_layer.hpp\     include/caffe/layers/sigmoid_layer.hpp\     include/caffe/layers/silence_layer.hpp\     include/caffe/layers/slice_layer.hpp\     include/caffe/layers/smooth_l1_loss_layer.hpp\     include/caffe/layers/smooth_l1_loss_ohem_layer.hpp\     include/caffe/layers/softmax_layer.hpp\     include/caffe/layers/softmax_loss_layer.hpp\     include/caffe/layers/softmax_loss_ohem_layer.hpp\     include/caffe/layers/split_layer.hpp\     include/caffe/layers/spp_layer.hpp\     include/caffe/layers/tanh_layer.hpp\     include/caffe/layers/threshold_layer.hpp\     include/caffe/layers/tile_layer.hpp\     include/caffe/layers/window_data_layer.hpp\     include/caffe/layer_factory.hpp\     include/caffe/net.hpp\     include/caffe/parallel.hpp\     include/caffe/proto/caffe.pb.h\     include/caffe/sgd_solvers.hpp\     include/caffe/solver.hpp\     include/caffe/solver_factory.hpp\     include/caffe/syncedmem.hpp\     include/caffe/util/benchmark.hpp\     include/caffe/util/blocking_queue.hpp\     include/caffe/util/cudnn.hpp\     include/caffe/util/db.hpp\     include/caffe/util/db_leveldb.hpp\     include/caffe/util/db_lmdb.hpp\     include/caffe/util/device_alternate.hpp\     include/caffe/util/format.hpp\     include/caffe/util/hdf5.hpp\     include/caffe/util/im2col.hpp\     include/caffe/util/insert_splits.hpp\     include/caffe/util/io.hpp\     include/caffe/util/math_functions.hpp\     include/caffe/util/mkl_alternate.hpp\     include/caffe/util/rng.hpp\     include/caffe/util/signal_handler.h\     include/caffe/util/upgrade_proto.hpp

SOURCES += \    src/caffe/blob.cpp \    src/caffe/common.cpp \    src/caffe/data_reader.cpp \    src/caffe/data_transformer.cpp \    src/caffe/internal_thread.cpp \    src/caffe/layer.cpp \    src/caffe/layers/absval_layer.cpp \    src/caffe/layers/accuracy_layer.cpp \    src/caffe/layers/argmax_layer.cpp \    src/caffe/layers/base_conv_layer.cpp \    src/caffe/layers/base_data_layer.cpp \    src/caffe/layers/batch_norm_layer.cpp \    src/caffe/layers/batch_reindex_layer.cpp \    src/caffe/layers/bias_layer.cpp \    src/caffe/layers/bnll_layer.cpp \    src/caffe/layers/Box_annotator_ohem_layer.cpp \    src/caffe/layers/concat_layer.cpp \    src/caffe/layers/contrastive_loss_layer.cpp \    src/caffe/layers/conv_layer.cpp \    src/caffe/layers/crop_layer.cpp \    src/caffe/layers/cudnn_conv_layer.cpp \    src/caffe/layers/cudnn_lcn_layer.cpp \    src/caffe/layers/cudnn_lrn_layer.cpp \    src/caffe/layers/cudnn_pooling_layer.cpp \    src/caffe/layers/cudnn_relu_layer.cpp \    src/caffe/layers/cudnn_sigmoid_layer.cpp \    src/caffe/layers/cudnn_softmax_layer.cpp \    src/caffe/layers/cudnn_tanh_layer.cpp \    src/caffe/layers/data_layer.cpp \    src/caffe/layers/deconv_layer.cpp \    src/caffe/layers/dropout_layer.cpp \    src/caffe/layers/dummy_data_layer.cpp \    src/caffe/layers/eltwise_layer.cpp \    src/caffe/layers/elu_layer.cpp \    src/caffe/layers/embed_layer.cpp \    src/caffe/layers/euclidean_loss_layer.cpp \    src/caffe/layers/exp_layer.cpp \    src/caffe/layers/filter_layer.cpp \    src/caffe/layers/flatten_layer.cpp \    src/caffe/layers/hdf5_data_layer.cpp \    src/caffe/layers/hdf5_output_layer.cpp \    src/caffe/layers/hinge_loss_layer.cpp \    src/caffe/layers/im2col_layer.cpp \    src/caffe/layers/image_data_layer.cpp \    src/caffe/layers/infogain_loss_layer.cpp \    src/caffe/layers/inner_product_layer.cpp \    src/caffe/layers/input_layer.cpp \    src/caffe/layers/log_layer.cpp \    src/caffe/layers/loss_layer.cpp \    src/caffe/layers/lrn_layer.cpp \    src/caffe/layers/lstm_layer.cpp \    src/caffe/layers/lstm_unit_layer.cpp \    src/caffe/layers/memory_data_layer.cpp \    src/caffe/layers/multinomial_logistic_loss_layer.cpp \    src/caffe/layers/mvn_layer.cpp \    src/caffe/layers/neuron_layer.cpp \    src/caffe/layers/parameter_layer.cpp \    src/caffe/layers/pooling_layer.cpp \    src/caffe/layers/power_layer.cpp \    src/caffe/layers/prelu_layer.cpp \    src/caffe/layers/psroi_pooling_layer.cpp \    src/caffe/layers/recurrent_layer.cpp \    src/caffe/layers/reduction_layer.cpp \    src/caffe/layers/relu_layer.cpp \    src/caffe/layers/reshape_layer.cpp \    src/caffe/layers/rnn_layer.cpp \    src/caffe/layers/roi_pooling_layer.cpp \    src/caffe/layers/scale_layer.cpp \    src/caffe/layers/sigmoid_cross_entropy_loss_layer.cpp \    src/caffe/layers/sigmoid_layer.cpp \    src/caffe/layers/silence_layer.cpp \    src/caffe/layers/slice_layer.cpp \    src/caffe/layers/smooth_l1_loss_layer.cpp \    src/caffe/layers/smooth_L1_loss_ohem_layer.cpp \    src/caffe/layers/softmax_layer.cpp \    src/caffe/layers/softmax_loss_layer.cpp \    src/caffe/layers/softmax_loss_ohem_layer.cpp \    src/caffe/layers/split_layer.cpp \    src/caffe/layers/spp_layer.cpp \    src/caffe/layers/tanh_layer.cpp \    src/caffe/layers/threshold_layer.cpp \    src/caffe/layers/tile_layer.cpp \    src/caffe/layers/window_data_layer.cpp \    src/caffe/layer_factory.cpp \    src/caffe/net.cpp \    src/caffe/parallel.cpp \    src/caffe/solver.cpp \    src/caffe/solvers/adadelta_solver.cpp \    src/caffe/solvers/adagrad_solver.cpp \    src/caffe/solvers/adam_solver.cpp \    src/caffe/solvers/nesterov_solver.cpp \    src/caffe/solvers/rmsprop_solver.cpp \    src/caffe/solvers/sgd_solver.cpp \    src/caffe/syncedmem.cpp \    src/caffe/util/benchmark.cpp \    src/caffe/util/blocking_queue.cpp \    src/caffe/util/cudnn.cpp \    src/caffe/util/db.cpp \    src/caffe/util/db_leveldb.cpp \    src/caffe/util/db_lmdb.cpp \    src/caffe/util/hdf5.cpp \    src/caffe/util/im2col.cpp \    src/caffe/util/insert_splits.cpp \    src/caffe/util/io.cpp \    src/caffe/util/math_functions.cpp \    src/caffe/util/signal_handler.cpp \    src/caffe/util/upgrade_proto.cpp \    src/caffe/proto/caffe.pb.cc

win32{

# opencv
PATH_OPENCV_INCLUDE   = "H:\3rdparty\OpenCV\opencv310\build\include"
PATH_OPENCV_LIBRARIES = "H:\3rdparty\OpenCV\opencv310\build\x64\vc12\lib"
VERSION_OPENCV        = 310
INCLUDEPATH += $${PATH_OPENCV_INCLUDE} CONfig(debug,debug|release){ LIBS += -L$${PATH_OPENCV_LIBRARIES} -lopencv_core$${VERSION_OPENCV}d LIBS += -L$${PATH_OPENCV_LIBRARIES} -lopencv_highgui$${VERSION_OPENCV}d LIBS += -L$${PATH_OPENCV_LIBRARIES} -lopencv_imgcodecs$${VERSION_OPENCV}d LIBS += -L$${PATH_OPENCV_LIBRARIES} -lopencv_imgproc$${VERSION_OPENCV}d } CONfig(release,debug|release){ LIBS += -L$${PATH_OPENCV_LIBRARIES} -lopencv_core$${VERSION_OPENCV} LIBS += -L$${PATH_OPENCV_LIBRARIES} -lopencv_highgui$${VERSION_OPENCV} LIBS += -L$${PATH_OPENCV_LIBRARIES} -lopencv_imgcodecs$${VERSION_OPENCV} LIBS += -L$${PATH_OPENCV_LIBRARIES} -lopencv_imgproc$${VERSION_OPENCV} } #glog INCLUDEPATH += H:\3rdparty\glog\include LIBS += -LH:\3rdparty\glog\lib\x64\v120\Debug\dynamic -llibglog #boost INCLUDEPATH += H:\3rdparty\boost\boost_1_59_0 CONfig(debug,debug|release): BOOST_VERSION = "-vc120-mt-gd-1_59" CONfig(release,debug|release): BOOST_VERSION = "-vc120-mt-1_59" LIBS += -LH:\3rdparty\boost\boost_1_59_0\lib64-msvc-12.0 \  -llibboost_system$${BOOST_VERSION} \     -llibboost_date_time$${BOOST_VERSION} \  -llibboost_filesystem$${BOOST_VERSION} \     -llibboost_thread$${BOOST_VERSION} \  -llibboost_regex$${BOOST_VERSION}

#gflags
INCLUDEPATH += H:\3rdparty\gflags\include
CONfig(debug,debug|release): LIBS += -LH:\3rdparty\gflags\x64\v120\dynamic\Lib -lgflagsd
CONfig(release,debug|release): LIBS += -LH:\3rdparty\gflags\x64\v120\dynamic\Lib -lgflags

#protobuf
INCLUDEPATH += H:\3rdparty\protobuf\include
CONfig(debug,debug|release): LIBS += -LH:\3rdparty\protobuf\lib\x64\v120\Debug -llibprotobuf
CONfig(release,debug|release): LIBS += -LH:\3rdparty\protobuf\lib\x64\v120\Release -llibprotobuf

# hdf5
INCLUDEPATH += H:\3rdparty\hdf5\include
LIBS += -LH:\3rdparty\hdf5\lib\x64 -lhdf5 -lhdf5_hl -lhdf5_tools -lhdf5_cpp

# levelDb
INCLUDEPATH += H:\3rdparty\LevelDB\include
CONfig(debug,debug|release): LIBS += -LH:\3rdparty\LevelDB\lib\x64\v120\Debug -lLevelDb
CONfig(release,debug|release): LIBS += -LH:\3rdparty\LevelDB\lib\x64\v120\Release -lLevelDb

# lmdb
INCLUDEPATH += H:\3rdparty\lmdb\include
CONfig(debug,debug|release): LIBS += -LH:\3rdparty\lmdb\lib\x64 -llmdbD
CONfig(release,debug|release): LIBS += -LH:\3rdparty\lmdb\lib\x64 -llmdb

#openblas
INCLUDEPATH += H:\3rdparty\openblas\include
LIBS += -LH:\3rdparty\openblas\lib\x64 -llibopenblas
}

You neeed to change library path to your own.

Done.

You can find caffe project on my github