我在C ++和OpenCV中有一个应用程序，它尝试使用SVMLight实现的分类模型，以便在OpenCV下添加可用于HOG Calssificator的权重值。
问题是当我运行应用程序时，我收到此错误：
./main Converting Model file...
1%3%4%5%7%8%9%11%12%13%15%16%18%19%20%22%23%24%26%27%28%30%31%32%34%35%36%38%39%40%42%43%45%46%47%49%50%51%53%54%55%57%58%59%61%62%63%65%66%67%69%70%72%73%74%76%77%78%80%81%82%84%85%86%88%89%90%92%93%94%96%97%99%100%Skipped
line
*** glibc detected *** ./main: munmap_chunk(): invalid pointer:
0x09926218 ***
======= Backtrace: ========= /lib/libc.so.6(+0x6c501)[0xb6a3d501]
/lib/libc.so.6(+0x6d77e)[0xb6a3e77e]
/usr/lib/tls/libnvidia-tls.so.260.19.26(+0xa20)[0xb4116a20]
./main(_ZN9__gnu_cxx13new_allocatorIfE10deallocateEPfj+0x11)[0x804f7ab]
./main(_ZNSt12_Vector_baseIfSaIfEE13_M_deallocateEPfj+0x25)[0x804f075]
./main(_ZNSt12_Vector_baseIfSaIfEED2Ev+0x37)[0x804e9f1]
./main(_ZNSt6vectorIfSaIfEED1Ev+0x38)[0x804e46a]
./main[0x804bf65]
/lib/libc.so.6(__libc_start_main+0xe7)[0xb69e7ce7]
./main[0x804bd11]
======= Memory map: ======== 08048000-08052000 r-xp 00000000 08:01
27272122
/home/roccog/HOGImplementation/HOGTrainer/main
08052000-08053000 r--p 00009000 08:01
27272122
/home/roccog/HOGImplementation/HOGTrainer/main
08053000-08054000 rw-p 0000a000 08:01
27272122
/home/roccog/HOGImplementation/HOGTrainer/main
098dd000-0994a000 rw-p 00000000 00:00
0 [heap] b2387000-b238d000
rw-p 00000000 00:00 0
b238d000-b23dc000 r-xp 00000000 08:01
16386856 /usr/lib/libXt.so.6.0.0
b23dc000-b23dd000 r--p 0004e000 08:01
16386856 /usr/lib/libXt.so.6.0.0
b23dd000-b23e0000 rw-p 0004f000 08:01
16386856 /usr/lib/libXt.so.6.0.0
b23e0000-b23e1000 rw-p 00000000 00:00
0 b23e1000-b2422000 r-xp 00000000
08:01 16392261
/usr/lib/libQtXml.so.4.7.0
b2422000-b2423000 r--p 00041000 08:01
16392261 /usr/lib/libQtXml.so.4.7.0
b2423000-b2424000 rw-p 00042000 08:01
16392261 /usr/lib/libQtXml.so.4.7.0
b2424000-b243e000 r-xp 00000000 08:01
16387730 /usr/lib/libv4lconvert.so.0
b243e000-b2440000 r--p 0001a000 08:01
16387730 /usr/lib/libv4lconvert.so.0
b2440000-b2441000 rw-p 0001c000 08:01
16387730 /usr/lib/libv4lconvert.so.0
b2441000-b2491000 rw-p 00000000 00:00
0 b2491000-b2496000 r-xp 00000000
08:01 16387500
/usr/lib/libogg.so.0.7.0
b2496000-b2497000 r--p 00004000 08:01
16387500 /usr/lib/libogg.so.0.7.0
b2497000-b2498000 rw-p 00005000 08:01
16387500 /usr/lib/libogg.so.0.7.0
b2498000-b24eb000 r-xp 00000000 08:01
16387509
/usr/lib/liborc-0.4.so.0.0.0
b24eb000-b24ec000 r--p 00052000 08:01
16387509
/usr/lib/liborc-0.4.so.0.0.0
b24ec000-b24ef000 rw-p 00053000 08:01
16387509
/usr/lib/liborc-0.4.so.0.0.0
b24ef000-b24f0000 rw-p 00000000 00:00
0 b24f0000-b24f4000 r-xp 00000000
08:01 16386828
/usr/lib/libXdmcp.so.6.0.0
b24f4000-b24f5000 r--p 00003000 08:01
16386828 /usr/lib/libXdmcp.so.6.0.0
b24f5000-b24f6000 rw-p 00004000 08:01
16386828 /usr/lib/libXdmcp.so.6.0.0
b24f6000-b24f8000 r-xp 00000000 08:01
16386817 /usr/lib/libXau.so.6.0.0
b24f8000-b24f9000 r--p 00001000 08:01
16386817 /usr/lib/libXau.so.6.0.0
b24f9000-b24fa000 rw-p 00002000 08:01
16386817 /usr/lib/libXau.so.6.0.0
b24fa000-b250f000 r-xp 00000000 08:01
16391993 /usr/lib/libaudio.so.2.4
b250f000-b2510000 r--p 00015000 08:01
16391993 /usr/lib/libaudio.so.2.4
b2510000-b2511000 rw-p 00016000 08:01
16391993 /usr/lib/libaudio.so.2.4
b2511000-b258a000 r-xp 00000000 08:01
16392274 /usr/lib/libQtDBus.so.4.7.0
b258a000-b258b000 r--p 00079000 08:01
16392274 /usr/lib/libQtDBus.so.4.7.0
b258b000-b258c000 rw-p 0007a000 08:01
16392274 /usr/lib/libQtDBus.so.4.7.0
b258c000-b2592000 r-xp 00000000 08:01
16387729 /usr/lib/libv4l2.so.0
b2592000-b2593000 r--p 00005000 08:01
16387729 /usr/lib/libv4l2.so.0
b2593000-b2597000 rw-p 00006000 08:01
16387729 /usr/lib/libv4l2.so.0
b2597000-b2598000 rw-p 00000000 00:00
0 b2598000-b25a3000 r-xp 00000000
08:01 4456631
/lib/libusb-1.0.so.0.0.0
b25a3000-b25a4000 r--p 0000a000 08:01
4456631 /lib/libusb-1.0.so.0.0.0
b25a4000-b25a5000 rw-p 0000b000 08:01
4456631 /lib/libusb-1.0.so.0.0.0
b25a5000-b2630000 r-xp 00000000 08:01
16392999 /usr/lib/libvpx.so.0.9.5
b2630000-b2631000 r--p 0008b000 08:01
16392999 /usr/lib/libvpx.so.0.9.5
b2631000-b2632000 rw-p 0008c000 08:01
16392999 /usr/lib/libvpx.so.0.9.5
b2632000-b263c000 rw-p 00000000 00:00
0 b263c000-b2662000 r-xp 00000000
08:01 16387736
/usr/lib/libvorbis.so.0.4.4
b2662000-b2663000 r--p 00025000 08:01
16387736 /usr/lib/libvorbis.so.0.4.4
b2663000-b2664000 rw-p 00026000 08:01
16387736 /usr/lib/libvorbis.so.0.4.4
b2664000-b27c9000 r-xp 00000000 08:01
16387738
/usr/lib/libvorbisenc.so.2.0.7
b27c9000-b27ca000 ---p 00165000 08:01
16387738
/usr/lib/libvorbisenc.so.2.0.7
b27ca000-b27db000 r--p 00165000 08:01
16387738
/usr/lib/libvorbisenc.so.2.0.7
b27db000-b27dc000 rw-p 00176000 08:01
16387738
/usr/lib/libvorbisenc.so.2.0.7
b27dc000-b27f4000 r-xp 00000000 08:01
16387697
/usr/lib/libtheoradec.so.1.1.4
b27f4000-b27f5000 r--p 00017000 08:01
16387697
/usr/lib/libtheoradec.so.1.1.4
b27f5000-b27f6000 rw-p 00018000 08:01
16387697
/usr/lib/libtheoradec.so.1.1.4
b27f6000-b27f7000 rw-p 00000000 00:00
0 b27f7000-b2839000 r-xp 00000000
08:01 16387699
/usr/lib/libtheoraenc.so.1.1.2
b2839000-b283a000 r--p 00041000 08:01
16387699
/usr/lib/libtheoraenc.so.1.1.2
b283a000-b283b000 rw-p 00042000 08:01
16387699
/usr/lib/libtheoraenc.so.1.1.2
b283b000-b2856000 r-xp 00000000 08:01
16392180
/usr/lib/sse2/libspeex.so.1.5.0
b2856000-b2857000 r--p 0001a000 08:01
16392180
/usr/lib/sse2/libspeex.so.1.5.0
b2857000-b2858000 rw-p 0001b000 08:01
16392180
/usr/lib/sse2/libspeex.so.1.5.0
b2858000-b28f5000 r-xp 00000000 08:01
16392994
/usr/lib/libschroedinger-1.0.so.0.3.0
b28f5000-b28f6000 ---p 0009d000 08:01
16392994
/usr/lib/libschroedinger-1.0.so.0.3.0
b28f6000-b28f7000 r--p 0009d000 08:01
16392994
/usr/lib/libschroedinger-1.0.so.0.3.0
b28f7000-b28f8000 rw-p 0009e000 08:01
16392994
/usr/lib/libschroedinger-1.0.so.0.3.0
b28f8000-b28f9000 rw-p 00000000 00:00
0 b28f9000-b2905000 r-xp 00000000
08:01 16392992
/usr/lib/libgsm.so.1.0.12
b2905000-b2906000 r--p 0000b000 08:01
16392992 /usr/lib/libgsm.so.1.0.12
b2906000-b2907000 rw-p 0000c000 08:01
16392992 /usr/lib/libgsm.so.1.0.12
b2907000-b290c000 r-xp 00000000 08:01
16392996 /usr/lib/libva.so.1.0.1
b290c000-b290d000 r--p 00004000 08:01
16392996 /usr/lib/libva.so.1.0.1
b290d000-b290e000 rw-p 00005000 08:01
16392996 /usr/lib/libva.so.1.0.1
b290e000-b290f000 rw-p 00000000 00:00
0 b290f000-b2933000 r-xp 00000000
08:01 4456520
/lib/libexpat.so.1.5.2
b2933000-b2935000 r--p 00024000 08:01
4456520 /lib/libexpat.so.1.5.2
b2935000-b2936000 rw-p 00026000 08:01
4456520 /lib/libexpat.so.1.5.2
b2936000-b293c000 r-xp 00000000 08:01
16387775
/usr/lib/libxcb-render.so.0.0.0
b293c000-b293d000 r--p 00005000 08:01
16387775
/usr/lib/libxcb-render.so.0.0.0
b293d000-b293e000 rw-p 00006000 08:01
16387775
/usr/lib/libxcb-render.so.0.0.0
b293e000-b2940000 r-xp 00000000 08:01
16387777
/usr/lib/libxcb-shm.so.0.0.0
b2940000-b2941000 r--p 00001000 08:01
16387777
/usr/lib/libxcb-shm.so.0.0.0
b2941000-b2942000 rw-p 00002000 08:01
16387777
/usr/lib/libxcb-shm.so.0.0.0
b2942000-b299e000 r-xp 00000000 08:01
16387543
/usr/lib/libpixman-1.so.0.18.4Aborted
这很奇怪，因为它成功创建了我需要的文件，但无论如何都会出现此错误。
这是我使用的代码：
vector<float> test;
loadSVMfromModelFile("model", &test); // model is the file create with SVM_Light
//loads a file from SVMlight and converts the loaded support vectors to the weight vector.
void loadSVMfromModelFile(const char* filename, vector<float>* svm){
ifstream svinstr (filename);
string line;
float d,g,s,r, b;
int maxidx,numtrain,numsvm, type;
int cur_svidx = 0;
getline(svinstr, line);
line.clear();
svinstr >> type;
if (type != 0){
cout << "Error: Only linear SVM supported" << endl;
return;
}
getline(svinstr, line);
svinstr >> d; //Kernel parameter d...
line.clear();
getline(svinstr, line);
svinstr >>g;
line.clear();
getline(svinstr, line);
svinstr >> s;
line.clear();
getline(svinstr, line);
svinstr >> r;
line.clear();
getline(svinstr, line);
line.clear();
getline(svinstr, line);
svinstr >> maxidx; //highest feature idx
line.clear();
getline(svinstr, line);
svinstr >> numtrain; //num of training vecs
line.clear();
getline(svinstr, line);
svinstr >> numsvm; //num of support vecs
line.clear();
getline(svinstr, line);
svinstr >> b; //offset b;
line.clear();
getline(svinstr, line);
line.clear();
svm->clear();
svm->resize(maxidx+1, 0);
(*svm)[maxidx] = -b;
while(!svinstr.eof())
{
cur_svidx++;
if (cur_svidx%20 ==0)
{
cout << cvRound((double)cur_svidx/(double)numsvm*100) << "%";
flush(cout);
}
getline(svinstr, line);
if (line.size() < 5){
cout << "Skipped line" << endl;
continue;
}
istringstream strstream(line);
float ftemp;
int itemp;
double alpha;
strstream >> alpha;
int lastitemp = -1;
while (!strstream.eof()) {
strstream >> itemp;
if (itemp == lastitemp){
break;
}
lastitemp = itemp;
char x;
strstream >> x;
strstream >>ftemp;
(*svm)[itemp-1] += alpha * ftemp;
}
svinstr.sync();
}
}
你能帮助我改进这个实用程序并删除这个奇怪的错误吗？
编辑：这是valgrind输出的内容：
valgrind --leak-check=yes ./main
==27668== Memcheck, a memory error detector
==27668== Copyright (C) 2002-2010, and GNU GPL'd, by Julian Seward et al.
==27668== Using Valgrind-3.6.0.SVN-Debian and LibVEX; rerun with -h for copyright info
==27668== Command: ./main
==27668==
Converting Model file...
==27668== Invalid read of size 4
==27668== at 0x804C6A6: loadSVMfromModelFile(char const*, std::vector<float, std::allocator<float> >*) (main.cpp:182)
==27668== by 0x804BF44: main (main.cpp:67)
==27668== Address 0x9f38844 is 4 bytes before a block of size 15,124 alloc'd
==27668== at 0x4026351: operator new(unsigned int) (vg_replace_malloc.c:255)
==27668== by 0x804F8C5: __gnu_cxx::new_allocator<float>::allocate(unsigned int, void const*) (new_allocator.h:89)
==27668== by 0x804F627: std::_Vector_base<float, std::allocator<float> >::_M_allocate(unsigned int) (in /home/roccog/HOGImplementation/HOGTrainer/main)
==27668== by 0x804F2ED: std::vector<float, std::allocator<float> >::_M_fill_insert(__gnu_cxx::__normal_iterator<float*, std::vector<float, std::allocator<float> > >, unsigned int, float const&) (vector.tcc:414)
==27668== by 0x804EABD: std::vector<float, std::allocator<float> >::insert(__gnu_cxx::__normal_iterator<float*, std::vector<float, std::allocator<float> > >, unsigned int, float const&) (stl_vector.h:859)
==27668== by 0x804E54F: std::vector<float, std::allocator<float> >::resize(unsigned int, float) (stl_vector.h:558)
==27668== by 0x804C4D5: loadSVMfromModelFile(char const*, std::vector<float, std::allocator<float> >*) (main.cpp:152)
==27668== by 0x804BF44: main (main.cpp:67)
==27668==
==27668== Invalid write of size 4
==27668== at 0x804C6C4: loadSVMfromModelFile(char const*, std::vector<float, std::allocator<float> >*) (main.cpp:182)
==27668== by 0x804BF44: main (main.cpp:67)
==27668== Address 0x9f38844 is 4 bytes before a block of size 15,124 alloc'd
==27668== at 0x4026351: operator new(unsigned int) (vg_replace_malloc.c:255)
==27668== by 0x804F8C5: __gnu_cxx::new_allocator<float>::allocate(unsigned int, void const*) (new_allocator.h:89)
==27668== by 0x804F627: std::_Vector_base<float, std::allocator<float> >::_M_allocate(unsigned int) (in /home/roccog/HOGImplementation/HOGTrainer/main)
==27668== by 0x804F2ED: std::vector<float, std::allocator<float> >::_M_fill_insert(__gnu_cxx::__normal_iterator<float*, std::vector<float, std::allocator<float> > >, unsigned int, float const&) (vector.tcc:414)
==27668== by 0x804EABD: std::vector<float, std::allocator<float> >::insert(__gnu_cxx::__normal_iterator<float*, std::vector<float, std::allocator<float> > >, unsigned int, float const&) (stl_vector.h:859)
==27668== by 0x804E54F: std::vector<float, std::allocator<float> >::resize(unsigned int, float) (stl_vector.h:558)
==27668== by 0x804C4D5: loadSVMfromModelFile(char const*, std::vector<float, std::allocator<float> >*) (main.cpp:152)
==27668== by 0x804BF44: main (main.cpp:67)
==27668==
1%3%4%5%7%8%9%11%12%13%15%16%18%19%20%22%23%24%26%27%28%30%31%32%34%35%36%38%39%40%42%43%45%46%47%49%50%51%53%54%55%57%58%59%61%62%63%65%66%67%69%70%72%73%74%76%77%78%80%81%82%84%85%86%88%89%90%92%93%94%96%97%99%100%Skipped line
编辑2： 作为valgrind输出：
==27668== Invalid read of size 4
==27668== at 0x804C6A6: loadSVMfromModelFile(char const*, std::vector<float, std::allocator<float> >*) (main.cpp:182)
==27668== by 0x804BF44: main (main.cpp:67)
第182行：(*svm)[itemp-1] += alpha * ftemp;
然后：
==27668== by 0x804BF44: main (main.cpp:67)
==27668== Address 0x9f38844 is 4 bytes before a block of size 15,124 alloc'd
==27668== at 0x4026351: operator new(unsigned int) (vg_replace_malloc.c:255)
==27668== by 0x804F8C5: __gnu_cxx::new_allocator<float>::allocate(unsigned int, void const*) (new_allocator.h:89)
第67行：
vector<float> test;
loadSVMfromModelFile("model", &test);
答案 0 :(得分：38)
当传递给 free（）的指针无效或以某种方式被修改时会发生这种情况。我真的不知道这里的细节。底线是传递给 free（）的指针必须与 malloc（）， realloc（）和他们的朋友返回的指针相同。在他们自己的代码中甚至更深层次地发现新手的问题并不总是很容易。就我而言，这是一个与分支相关的未定义（未初始化）指针的简单情况。
free（）函数释放ptr指向的内存空间 必须由之前调用malloc（），calloc（）或 realloc的（）。否则，或者如果之前已经调用过free（ptr）， 发生未定义的行为。如果ptr为NULL，则不执行任何操作。 GNU 2012-05-10 MALLOC（3）
char *words; // setting this to NULL would have prevented the issue
if (condition) {
words = malloc( 512 );
/* calling free sometime later works here */
free(words)
} else {
/* do not allocate words in this branch */
}
/* free(words); -- error here --
*** glibc detected *** ./bin: munmap_chunk(): invalid pointer: 0xb________ ***/
此处有许多类似的问题，涉及相关的 free（）和 rellocate（）函数。一些值得注意的答案提供了更多细节：
*** glibc detected *** free(): invalid next size (normal): 0x0a03c978 ***
*** glibc detected *** sendip: free(): invalid next size (normal): 0x09da25e8 ***
glibc detected, realloc(): invalid pointer
IMHO在调试器（Valgrind）中运行所有内容并不是最佳选择，因为这样的错误通常是由无能或新手程序员引起的。手动找出问题并学习如何在将来避免使用它会更有效率。
答案 1 :(得分：4)
提示是，即使出现此错误，也会创建输出文件。在执行代码后，矢量的自动解构开始。矢量中的元素也被解构。这很可能是发生错误的地方。访问向量的方式是通过vector::operator[]并从流中读取索引。请尝试vector::at()而不是vector::operator[]。这不会解决您的问题，但会显示向量的哪个分配会导致错误。