SVM-Struct 中对 sqrt 的未定义引用（已使用 -lm）
undefined reference to sqrt in SVM-Struct (have used -lm)
实际上，我正在使用著名的 SVM-struct 项目（http://www.cs.cornell.edu/people/tj/svm_light/svm_struct.html)on Ubuntu 16.04. I followed the instructions in http://www.cs.cornell.edu/people/tj/svm_light/svm_multiclass.html 使用 SVM-multiclass，下载了源代码和 make。但是我在构建时遇到了一些错误项目：
$ make
cd svm_light; make svm_learn_hideo_noexe
make[1]: Entering directory '/home/parallels/CLionProjects/svm_multiclass/svm_light'
make[1]: Nothing to be done for 'svm_learn_hideo_noexe'.
make[1]: Leaving directory '/home/parallels/CLionProjects/svm_multiclass/svm_light'
cd svm_struct; make svm_struct_noexe
make[1]: Entering directory '/home/parallels/CLionProjects/svm_multiclass/svm_struct'
make[1]: Nothing to be done for 'svm_struct_noexe'.
make[1]: Leaving directory '/home/parallels/CLionProjects/svm_multiclass/svm_struct'
gcc -O3 -lm -Wall svm_struct/svm_struct_learn.o svm_struct_learn_custom.o svm_struct_api.o svm_light/svm_hideo.o svm_light/svm_learn.o svm_light/svm_common.o svm_struct/svm_struct_common.o svm_struct/svm_struct_main.o -o svm_multiclass_learn
svm_light/svm_learn.o: In function `estimate_sphere':
svm_learn.c:(.text+0x6e88): undefined reference to `sqrt'
svm_light/svm_learn.o: In function `estimate_r_delta':
svm_learn.c:(.text+0x7053): undefined reference to `sqrt'
svm_light/svm_learn.o: In function `estimate_r_delta_average':
svm_learn.c:(.text+0x7b04): undefined reference to `sqrt'
svm_light/svm_learn.o: In function `length_of_longest_document_vector':
svm_learn.c:(.text+0x7b86): undefined reference to `sqrt'
svm_light/svm_learn.o: In function `incorporate_unlabeled_examples':
svm_learn.c:(.text+0x89eb): undefined reference to `sqrt'
svm_light/svm_learn.o:svm_learn.c:(.text+0xc952): more undefined references to `sqrt' follow
svm_light/svm_common.o: In function `classify_example':
svm_common.c:(.text+0x38f): undefined reference to `tanh'
svm_common.c:(.text+0x42d): undefined reference to `exp'
svm_common.c:(.text+0x4a7): undefined reference to `pow'
svm_light/svm_common.o: In function `kernel':
svm_common.c:(.text+0x870): undefined reference to `tanh'
svm_common.c:(.text+0x90d): undefined reference to `exp'
svm_common.c:(.text+0x988): undefined reference to `pow'
svm_light/svm_common.o: In function `model_length_s':
svm_common.c:(.text+0x2c8d): undefined reference to `sqrt'
svm_light/svm_common.o: In function `model_length_n':
svm_common.c:(.text+0x2f5c): undefined reference to `sqrt'
svm_light/svm_common.o: In function `cholesky_matrix':
svm_common.c:(.text+0x3c6f): undefined reference to `sqrt'
svm_light/svm_common.o: In function `find_indep_subset_of_matrix':
svm_common.c:(.text+0x3f41): undefined reference to `sqrt'
svm_light/svm_common.o: In function `single_kernel':
svm_common.c:(.text+0xc0c): undefined reference to `tanh'
svm_common.c:(.text+0xc84): undefined reference to `pow'
svm_common.c:(.text+0xcfb): undefined reference to `exp'
collect2: error: ld returned 1 exit status
Makefile:48: recipe for target 'svm_multiclass_learn' failed
make: *** [svm_multiclass_learn] Error 1
我认为 Makefile 已经包含 -lm。
# Makefile for SVM-multiclass, 03.07.04
#Use the following to compile under unix or cygwin
CC = gcc
LD = gcc
#Call 'make' using the following line to make CYGWIN produce stand-alone Windows executables
# make 'SFLAGS=-mno-cygwin'
CFLAGS = $(SFLAGS) -O3 -fomit-frame-pointer -ffast-math -Wall
LDFLAGS = $(SFLAGS) -O3 -lm -Wall
#CFLAGS = $(SFLAGS) -pg -Wall
#LDFLAGS = $(SFLAGS) -pg -lm -Wall
all: svm_multiclass_learn svm_multiclass_classify
.PHONY: clean
clean: svm_light_clean svm_struct_clean
rm -f *.o *.tcov *.d core gmon.out *.stackdump
#-----------------------#
#---- SVM-light ----#
#-----------------------#
svm_light_hideo_noexe:
cd svm_light; make svm_learn_hideo_noexe
svm_light_clean:
cd svm_light; make clean
#----------------------#
#---- STRUCT SVM ----#
#----------------------#
svm_struct_noexe:
cd svm_struct; make svm_struct_noexe
svm_struct_clean:
cd svm_struct; make clean
#-------------------------#
#---- SVM MULTICLASS ----#
#-------------------------#
svm_multiclass_classify: svm_light_hideo_noexe svm_struct_noexe svm_struct_api.o svm_struct/svm_struct_classify.o svm_struct/svm_struct_common.o svm_struct/svm_struct_main.o
$(LD) $(LDFLAGS) svm_struct_api.o svm_struct/svm_struct_classify.o svm_light/svm_common.o svm_struct/svm_struct_common.o -o svm_multiclass_classify $(LIBS)
svm_multiclass_learn: svm_light_hideo_noexe svm_struct_noexe svm_struct_api.o svm_struct_learn_custom.o svm_struct/svm_struct_learn.o svm_struct/svm_struct_common.o svm_struct/svm_struct_main.o
$(LD) $(LDFLAGS) svm_struct/svm_struct_learn.o svm_struct_learn_custom.o svm_struct_api.o svm_light/svm_hideo.o svm_light/svm_learn.o svm_light/svm_common.o svm_struct/svm_struct_common.o svm_struct/svm_struct_main.o -o svm_multiclass_learn $(LIBS)
svm_struct_api.o: svm_struct_api.c svm_struct_api.h svm_struct_api_types.h svm_struct/svm_struct_common.h
$(CC) -c $(CFLAGS) svm_struct_api.c -o svm_struct_api.o
svm_struct_learn_custom.o: svm_struct_learn_custom.c svm_struct_api.h svm_light/svm_common.h svm_struct_api_types.h svm_struct/svm_struct_common.h
$(CC) -c $(CFLAGS) svm_struct_learn_custom.c -o svm_struct_learn_custom.o
链接器首先收集依赖项 (svm_light/svm_learn.o) 并在看到定义时填充它们 (-lm)。
您似乎在 ld 调用结束时已经有一个 $(LIBS)，所以只需：
LIBS += -lm
应该修复它。
其他提示：
- 您可以将模式
cd X; make TARGET 替换为 make -C X TARGET
- 您可以将目标引用为
$@，将依赖列表中的第一个先决条件引用为 $<，因此您的最后一条规则可以写为：
svm_struct_learn_custom.o: svm_struct_learn_custom.c svm_struct_api.h svm_light/svm_common.h svm_struct_api_types.h svm_struct/svm_struct_common.h
$(CC) -c $(CFLAGS) $< -o $@
编译 .c 文件的 built-in 配方的配方重新定义，因此只需将 headers 列为（额外）先决条件就足够了：
svm_struct_learn_custom.o: svm_struct_api.h svm_light/svm_common.h svm_struct_api_types.h svm_struct/svm_struct_common.h
实际上，我正在使用著名的 SVM-struct 项目（http://www.cs.cornell.edu/people/tj/svm_light/svm_struct.html)on Ubuntu 16.04. I followed the instructions in http://www.cs.cornell.edu/people/tj/svm_light/svm_multiclass.html 使用 SVM-multiclass，下载了源代码和 make。但是我在构建时遇到了一些错误项目：
$ make
cd svm_light; make svm_learn_hideo_noexe
make[1]: Entering directory '/home/parallels/CLionProjects/svm_multiclass/svm_light'
make[1]: Nothing to be done for 'svm_learn_hideo_noexe'.
make[1]: Leaving directory '/home/parallels/CLionProjects/svm_multiclass/svm_light'
cd svm_struct; make svm_struct_noexe
make[1]: Entering directory '/home/parallels/CLionProjects/svm_multiclass/svm_struct'
make[1]: Nothing to be done for 'svm_struct_noexe'.
make[1]: Leaving directory '/home/parallels/CLionProjects/svm_multiclass/svm_struct'
gcc -O3 -lm -Wall svm_struct/svm_struct_learn.o svm_struct_learn_custom.o svm_struct_api.o svm_light/svm_hideo.o svm_light/svm_learn.o svm_light/svm_common.o svm_struct/svm_struct_common.o svm_struct/svm_struct_main.o -o svm_multiclass_learn
svm_light/svm_learn.o: In function `estimate_sphere':
svm_learn.c:(.text+0x6e88): undefined reference to `sqrt'
svm_light/svm_learn.o: In function `estimate_r_delta':
svm_learn.c:(.text+0x7053): undefined reference to `sqrt'
svm_light/svm_learn.o: In function `estimate_r_delta_average':
svm_learn.c:(.text+0x7b04): undefined reference to `sqrt'
svm_light/svm_learn.o: In function `length_of_longest_document_vector':
svm_learn.c:(.text+0x7b86): undefined reference to `sqrt'
svm_light/svm_learn.o: In function `incorporate_unlabeled_examples':
svm_learn.c:(.text+0x89eb): undefined reference to `sqrt'
svm_light/svm_learn.o:svm_learn.c:(.text+0xc952): more undefined references to `sqrt' follow
svm_light/svm_common.o: In function `classify_example':
svm_common.c:(.text+0x38f): undefined reference to `tanh'
svm_common.c:(.text+0x42d): undefined reference to `exp'
svm_common.c:(.text+0x4a7): undefined reference to `pow'
svm_light/svm_common.o: In function `kernel':
svm_common.c:(.text+0x870): undefined reference to `tanh'
svm_common.c:(.text+0x90d): undefined reference to `exp'
svm_common.c:(.text+0x988): undefined reference to `pow'
svm_light/svm_common.o: In function `model_length_s':
svm_common.c:(.text+0x2c8d): undefined reference to `sqrt'
svm_light/svm_common.o: In function `model_length_n':
svm_common.c:(.text+0x2f5c): undefined reference to `sqrt'
svm_light/svm_common.o: In function `cholesky_matrix':
svm_common.c:(.text+0x3c6f): undefined reference to `sqrt'
svm_light/svm_common.o: In function `find_indep_subset_of_matrix':
svm_common.c:(.text+0x3f41): undefined reference to `sqrt'
svm_light/svm_common.o: In function `single_kernel':
svm_common.c:(.text+0xc0c): undefined reference to `tanh'
svm_common.c:(.text+0xc84): undefined reference to `pow'
svm_common.c:(.text+0xcfb): undefined reference to `exp'
collect2: error: ld returned 1 exit status
Makefile:48: recipe for target 'svm_multiclass_learn' failed
make: *** [svm_multiclass_learn] Error 1
我认为 Makefile 已经包含 -lm。
# Makefile for SVM-multiclass, 03.07.04
#Use the following to compile under unix or cygwin
CC = gcc
LD = gcc
#Call 'make' using the following line to make CYGWIN produce stand-alone Windows executables
# make 'SFLAGS=-mno-cygwin'
CFLAGS = $(SFLAGS) -O3 -fomit-frame-pointer -ffast-math -Wall
LDFLAGS = $(SFLAGS) -O3 -lm -Wall
#CFLAGS = $(SFLAGS) -pg -Wall
#LDFLAGS = $(SFLAGS) -pg -lm -Wall
all: svm_multiclass_learn svm_multiclass_classify
.PHONY: clean
clean: svm_light_clean svm_struct_clean
rm -f *.o *.tcov *.d core gmon.out *.stackdump
#-----------------------#
#---- SVM-light ----#
#-----------------------#
svm_light_hideo_noexe:
cd svm_light; make svm_learn_hideo_noexe
svm_light_clean:
cd svm_light; make clean
#----------------------#
#---- STRUCT SVM ----#
#----------------------#
svm_struct_noexe:
cd svm_struct; make svm_struct_noexe
svm_struct_clean:
cd svm_struct; make clean
#-------------------------#
#---- SVM MULTICLASS ----#
#-------------------------#
svm_multiclass_classify: svm_light_hideo_noexe svm_struct_noexe svm_struct_api.o svm_struct/svm_struct_classify.o svm_struct/svm_struct_common.o svm_struct/svm_struct_main.o
$(LD) $(LDFLAGS) svm_struct_api.o svm_struct/svm_struct_classify.o svm_light/svm_common.o svm_struct/svm_struct_common.o -o svm_multiclass_classify $(LIBS)
svm_multiclass_learn: svm_light_hideo_noexe svm_struct_noexe svm_struct_api.o svm_struct_learn_custom.o svm_struct/svm_struct_learn.o svm_struct/svm_struct_common.o svm_struct/svm_struct_main.o
$(LD) $(LDFLAGS) svm_struct/svm_struct_learn.o svm_struct_learn_custom.o svm_struct_api.o svm_light/svm_hideo.o svm_light/svm_learn.o svm_light/svm_common.o svm_struct/svm_struct_common.o svm_struct/svm_struct_main.o -o svm_multiclass_learn $(LIBS)
svm_struct_api.o: svm_struct_api.c svm_struct_api.h svm_struct_api_types.h svm_struct/svm_struct_common.h
$(CC) -c $(CFLAGS) svm_struct_api.c -o svm_struct_api.o
svm_struct_learn_custom.o: svm_struct_learn_custom.c svm_struct_api.h svm_light/svm_common.h svm_struct_api_types.h svm_struct/svm_struct_common.h
$(CC) -c $(CFLAGS) svm_struct_learn_custom.c -o svm_struct_learn_custom.o
链接器首先收集依赖项 (svm_light/svm_learn.o) 并在看到定义时填充它们 (-lm)。
您似乎在 ld 调用结束时已经有一个 $(LIBS)，所以只需：
LIBS += -lm
应该修复它。
其他提示：
- 您可以将模式
cd X; make TARGET替换为make -C X TARGET - 您可以将目标引用为
$@，将依赖列表中的第一个先决条件引用为$<，因此您的最后一条规则可以写为：
svm_struct_learn_custom.o: svm_struct_learn_custom.c svm_struct_api.h svm_light/svm_common.h svm_struct_api_types.h svm_struct/svm_struct_common.h
$(CC) -c $(CFLAGS) $< -o $@
编译 .c 文件的 built-in 配方的配方重新定义，因此只需将 headers 列为（额外）先决条件就足够了：
svm_struct_learn_custom.o: svm_struct_api.h svm_light/svm_common.h svm_struct_api_types.h svm_struct/svm_struct_common.h