戰(zhàn)系列】Tensorflow:動(dòng)態(tài)庫(kù)的使用（頭文件提取，Makefile鏈接動(dòng)態(tài)庫(kù)）)
還是要把Tensorflow包含在自己的工程下面所以主要的操作就是鏈接自己文件夾中的庫(kù)文件抽取Tensorflow需要的頭文件看了很多博客都是一帶而過(guò)具體如何操作呢新建一個(gè)頭文件路徑mkdir inc cd inc mkdir tf_14將對(duì)應(yīng)頭文件復(fù)制到對(duì)應(yīng)的tf_14文件夾下cp -r your_path to_tf/bazel-genfiles/* ./inc/tf_14 cp -r your_path_to_tf/tensorflow/cc ./inc/tf_14/tensorflow cp -r your_path_to_tf/tensorflow/core ./inc/tf_14/tensorflow cp -r your_path_to_tf/thirdparty ../inc/tf_14將庫(kù)文件放到lib文件夾下mkdir lib cp -r your_path_to_tf/bazel-bin/tensorflow/libtensorflow_cc.so.14.1 ./lib/ cp -r your_path_to_tf/bazel-bin/tensorflow/libtensorflow_frame.so.1.14.1 ./lib #建立對(duì)應(yīng)的軟鏈接 ln -s libtensorflow_cc.so.1.14.1 libtensorflow_cc.so.1 ln -s libtensorflow_cc.so.1 libtensorflow_cc.so ln -s libtensorflow_framework.so.1.14.1 libtensorflow_framework.so.1 ln -s libtensorflow_framework.so.1 libtensorflow_framework.so寫對(duì)應(yīng)的Makefile,當(dāng)中還有opencv的庫(kù)LZ就不刪了。。。OURCE_ROOT $(shell pwd) SOURCE example_trainer.cc OBJS test.o TARGET test OBJS_DEBUG test_debug.o TARGET_DEBUG test_debug # compile and lib parameter CC g LIBS -ltensorflow_cc -ltensorflow_framework LIBS -lopencv_highgui -lopencv_imgcodecs -lopencv_calib3d -lopencv_imgproc -lopencv_flann -lopencv_core LIBS -lcairo -lgtk-3 -lgdk_pixbuf-2.0 -lgobject-2.0 LIBS -llibjasper -lIlmImf -lippiw -llibjpeg -llibpng -llibtiff -lippicv -llibwebp -littnotify -lz LIBS -ldc1394 -lraw1394 -lm -ldl #STATIC_LIBS LDFLAGS -L./lib -L./lib/opencvLib LDFLAGS -L../boost/stage/lib -pthread INCLUDE -I ./ -I ./inc -I ./inc/opencv -I ./ INCLUDE -I ./inc/tf_14 -I ./inc/tf_14/third_party CFLAGS -Wall -O -fPIC CXXFLAGS -stdgnu11 all: $(TARGET) $(TARGET_DEBUG) # link $(TARGET):$(OBJS) $(CC) -o $ $^ $(LDFLAGS) $(LIBS) $(STATIC_LIBS) $(CFLAGS) $(INCLUDE) $(CXXFLAGS) $(TARGET_DEBUG):$(OBJS_DEBUG) $(CC) -o $ $^ $(LDFLAGS) $(LIBS) $(STATIC_LIBS) $(CFLAGS) $(INCLUDE) $(CXXFLAGS) -g #compile $(OBJS):$(SOURCE) $(CC) $(CFLAGS) $(INCLUDE) $(CXXFLAGS) -o $ -c $^ $(OBJS_DEBUG):$(SOURCE) $(CC) $(CFLAGS) $(INCLUDE) $(CXXFLAGS) -g -o $ -c $^ # clean clean: rm -fr *.o rm -fr $(TARGET) $(TARGET_DEBUG)編譯的時(shí)候會(huì)報(bào)如下的錯(cuò)誤;g -Wall -O -fPIC -I ./ -I ./inc -I ./inc/opencv -I ./ -I ./inc/tf_14 -I ./inc/tf_14/third_party -stdgnu11 -o test.o -c example_trainer.cc In file included from ./inc/tf_14/tensorflow/core/framework/tensor.h:21:0, from ./inc/tf_14/tensorflow/cc/framework/ops.h:21, from ./inc/tf_14/tensorflow/cc/ops/array_ops.h:8, from ./inc/tf_14/tensorflow/cc/ops/standard_ops.h:19, from example_trainer.cc:21: ./inc/tf_14/third_party/eigen3/unsupported/Eigen/CXX11/Tensor:1:42: fatal error: unsupported/Eigen/CXX11/Tensor: No such file or directory #include unsupported/Eigen/CXX11/Tensor ^ compilation terminated. make: *** [test.o] Error 1缺了Eigen補(bǔ)上就行cp -r your_path_to_eigen/eigen ./inc/tf_14/eigenMakefile添加eigen頭文件INCLUDE -I ./inc/tf_14/eigenmake然后繼續(xù)報(bào)錯(cuò)g -Wall -O -fPIC -I ./ -I ./inc -I ./inc/opencv -I ./ -I ./inc/tf_14 -I ./inc/tf_14/third_party -I ./inc/tf_14/eigen -stdgnu11 -o test.o -c example_trainer.cc In file included from ./inc/tf_14/tensorflow/core/framework/tensor.h:22:0, from ./inc/tf_14/tensorflow/cc/framework/ops.h:21, from ./inc/tf_14/tensorflow/cc/ops/array_ops.h:8, from ./inc/tf_14/tensorflow/cc/ops/standard_ops.h:19, from example_trainer.cc:21: ./inc/tf_14/tensorflow/core/framework/allocator.h:24:38: fatal error: absl/strings/string_view.h: No such file or directory #include absl/strings/string_view.h ^ compilation terminated. make: *** [test.o] Error 1缺了absl再加上cp -r your_path_to_absl/absl ./inc/tf_14/absl同時(shí)修改MakefileINCLUDE -I ./inc/tf_14/abslmake編譯通過(guò)運(yùn)行一下最后可以得到對(duì)應(yīng)輸出總算琢磨出來(lái)了。。。 【Tensorflow實(shí)戰(zhàn)系列】Tensorflow:動(dòng)態(tài)庫(kù)的使用（頭文件提取，Makefile鏈接動(dòng)態(tài)庫(kù)）
還是要把Tensorflow包含在自己的工程下面所以主要的操作就是鏈接自己文件夾中的庫(kù)文件抽取Tensorflow需要的頭文件看了很多博客都是一帶而過(guò)具體如何操作呢新建一個(gè)頭文件路徑mkdir inc cd inc mkdir tf_14將對(duì)應(yīng)頭文件復(fù)制到對(duì)應(yīng)的tf_14文件夾下cp -r your_path to_tf/bazel-genfiles/* ./inc/tf_14 cp -r your_path_to_tf/tensorflow/cc ./inc/tf_14/tensorflow cp -r your_path_to_tf/tensorflow/core ./inc/tf_14/tensorflow cp -r your_path_to_tf/thirdparty ../inc/tf_14將庫(kù)文件放到lib文件夾下mkdir lib cp -r your_path_to_tf/bazel-bin/tensorflow/libtensorflow_cc.so.14.1 ./lib/ cp -r your_path_to_tf/bazel-bin/tensorflow/libtensorflow_frame.so.1.14.1 ./lib #建立對(duì)應(yīng)的軟鏈接 ln -s libtensorflow_cc.so.1.14.1 libtensorflow_cc.so.1 ln -s libtensorflow_cc.so.1 libtensorflow_cc.so ln -s libtensorflow_framework.so.1.14.1 libtensorflow_framework.so.1 ln -s libtensorflow_framework.so.1 libtensorflow_framework.so寫對(duì)應(yīng)的Makefile,當(dāng)中還有opencv的庫(kù)LZ就不刪了。。。OURCE_ROOT $(shell pwd) SOURCE example_trainer.cc OBJS test.o TARGET test OBJS_DEBUG test_debug.o TARGET_DEBUG test_debug # compile and lib parameter CC g LIBS -ltensorflow_cc -ltensorflow_framework LIBS -lopencv_highgui -lopencv_imgcodecs -lopencv_calib3d -lopencv_imgproc -lopencv_flann -lopencv_core LIBS -lcairo -lgtk-3 -lgdk_pixbuf-2.0 -lgobject-2.0 LIBS -llibjasper -lIlmImf -lippiw -llibjpeg -llibpng -llibtiff -lippicv -llibwebp -littnotify -lz LIBS -ldc1394 -lraw1394 -lm -ldl #STATIC_LIBS LDFLAGS -L./lib -L./lib/opencvLib LDFLAGS -L../boost/stage/lib -pthread INCLUDE -I ./ -I ./inc -I ./inc/opencv -I ./ INCLUDE -I ./inc/tf_14 -I ./inc/tf_14/third_party CFLAGS -Wall -O -fPIC CXXFLAGS -stdgnu11 all: $(TARGET) $(TARGET_DEBUG) # link $(TARGET):$(OBJS) $(CC) -o $ $^ $(LDFLAGS) $(LIBS) $(STATIC_LIBS) $(CFLAGS) $(INCLUDE) $(CXXFLAGS) $(TARGET_DEBUG):$(OBJS_DEBUG) $(CC) -o $ $^ $(LDFLAGS) $(LIBS) $(STATIC_LIBS) $(CFLAGS) $(INCLUDE) $(CXXFLAGS) -g #compile $(OBJS):$(SOURCE) $(CC) $(CFLAGS) $(INCLUDE) $(CXXFLAGS) -o $ -c $^ $(OBJS_DEBUG):$(SOURCE) $(CC) $(CFLAGS) $(INCLUDE) $(CXXFLAGS) -g -o $ -c $^ # clean clean: rm -fr *.o rm -fr $(TARGET) $(TARGET_DEBUG)編譯的時(shí)候會(huì)報(bào)如下的錯(cuò)誤;g -Wall -O -fPIC -I ./ -I ./inc -I ./inc/opencv -I ./ -I ./inc/tf_14 -I ./inc/tf_14/third_party -stdgnu11 -o test.o -c example_trainer.cc In file included from ./inc/tf_14/tensorflow/core/framework/tensor.h:21:0, from ./inc/tf_14/tensorflow/cc/framework/ops.h:21, from ./inc/tf_14/tensorflow/cc/ops/array_ops.h:8, from ./inc/tf_14/tensorflow/cc/ops/standard_ops.h:19, from example_trainer.cc:21: ./inc/tf_14/third_party/eigen3/unsupported/Eigen/CXX11/Tensor:1:42: fatal error: unsupported/Eigen/CXX11/Tensor: No such file or directory #include unsupported/Eigen/CXX11/Tensor ^ compilation terminated. make: *** [test.o] Error 1缺了Eigen補(bǔ)上就行cp -r your_path_to_eigen/eigen ./inc/tf_14/eigenMakefile添加eigen頭文件INCLUDE -I ./inc/tf_14/eigenmake然后繼續(xù)報(bào)錯(cuò)g -Wall -O -fPIC -I ./ -I ./inc -I ./inc/opencv -I ./ -I ./inc/tf_14 -I ./inc/tf_14/third_party -I ./inc/tf_14/eigen -stdgnu11 -o test.o -c example_trainer.cc In file included from ./inc/tf_14/tensorflow/core/framework/tensor.h:22:0, from ./inc/tf_14/tensorflow/cc/framework/ops.h:21, from ./inc/tf_14/tensorflow/cc/ops/array_ops.h:8, from ./inc/tf_14/tensorflow/cc/ops/standard_ops.h:19, from example_trainer.cc:21: ./inc/tf_14/tensorflow/core/framework/allocator.h:24:38: fatal error: absl/strings/string_view.h: No such file or directory #include absl/strings/string_view.h ^ compilation terminated. make: *** [test.o] Error 1缺了absl再加上cp -r your_path_to_absl/absl ./inc/tf_14/absl同時(shí)修改MakefileINCLUDE -I ./inc/tf_14/abslmake編譯通過(guò)運(yùn)行一下最后可以得到對(duì)應(yīng)輸出總算琢磨出來(lái)了。。。