参照 macOS Sierra (10.12.3)编译Caffe 编译成功 Caffe 后,开始尝试使用 Caffe 的 Python 接口，执行如下命令：
$ make pycaffe
编译一切成功，但是当执行
import caffe
的时候，程序崩溃，提示如下内容：
Segmentation fault: 11
具体的崩溃信息可以从错误信息中看到如下信息：
Process: Python [15242]
Path: /usr/local/Cellar/python/2.7.13/Frameworks/Python.framework/Versions/2.7/Resources/Python.app/Contents/MacOS/Python
Identifier: Python
Version: 2.7.13 (2.7.13)
Code Type: X86-64 (Native)
Parent Process: bash [3757]
Responsible: Python [15242]
User ID: 501
Date/Time: 2017-04-05 16:18:26.852 +0800
OS Version: Mac OS X 10.12.4 (16E195)
Report Version: 12
Anonymous UUID: 954B2081-28A7-7BD8-4328-849C7162E837
Time Awake Since Boot: 23000 seconds
System Integrity Protection: enabled
Crashed Thread: 0 Dispatch queue: com.apple.main-thread
Exception Type: EXC_BAD_ACCESS (SIGSEGV)
Exception Codes: KERN_INVALID_ADDRESS at 0x0000000000000000
Exception Note: EXC_CORPSE_NOTIFY
Termination Signal: Segmentation fault: 11
Termination Reason: Namespace SIGNAL, Code 0xb
Terminating Process: exc handler [0]
VM Regions Near 0:
-->
__TEXT 000000010ba29000-000000010ba2b000 [ 8K] r-x/rwx SM=COW /usr/local/Cellar/python/2.7.13/Frameworks/Python.framework/Versions/2.7/Resources/Python.app/Contents/MacOS/Python
Thread 0 Crashed:: Dispatch queue: com.apple.main-thread
0 org.python.python 0x000000010d780e6f PyInt_FromLong + 33
1 _caffe.so 0x000000010c7d7378 boost::python::detail::keywords<1ul>& boost::python::detail::keywords<1ul>::operator=<int>(int const&) + 24
2 _caffe.so 0x000000010c7d37ce caffe::init_module__caffe() + 558
3 libboost_python.dylib 0x000000010d702f5e boost::python::handle_exception_impl(boost::function0<void>) + 78
4 libboost_python.dylib 0x000000010d703ee9 boost::python::detail::init_module(char const*, void (*)()) + 121
5 org.python.python 0x000000010bacea86 _PyImport_LoadDynamicModule + 140
6 org.python.python 0x000000010bacd782 import_submodule + 267
7 org.python.python 0x000000010bacd348 load_next + 280
8 org.python.python 0x000000010bacc50f PyImport_ImportModuleLevel + 1133
9 org.python.python 0x000000010baae33e builtin___import__ + 135
10 org.python.python 0x000000010ba39921 PyObject_Call + 99
11 org.python.python 0x000000010babce37 PyEval_CallObjectWithKeywords + 165
12 org.python.python 0x000000010bab8051 PyEval_EvalFrameEx + 20765
13 org.python.python 0x000000010bab2d3e PyEval_EvalCodeEx + 1617
14 org.python.python 0x000000010bab26e7 PyEval_EvalCode + 48
15 org.python.python 0x000000010bacaff0 PyImport_ExecCodeModuleEx + 241
16 org.python.python 0x000000010bacdd1d load_source_module + 1095
17 org.python.python 0x000000010bacd782 import_submodule + 267
18 org.python.python 0x000000010bacd348 load_next + 280
19 org.python.python 0x000000010bacc50f PyImport_ImportModuleLevel + 1133
20 org.python.python 0x000000010baae33e builtin___import__ + 135
21 org.python.python 0x000000010ba39921 PyObject_Call + 99
22 org.python.python 0x000000010babce37 PyEval_CallObjectWithKeywords + 165
23 org.python.python 0x000000010bab8051 PyEval_EvalFrameEx + 20765
24 org.python.python 0x000000010bab2d3e PyEval_EvalCodeEx + 1617
25 org.python.python 0x000000010bab26e7 PyEval_EvalCode + 48
26 org.python.python 0x000000010bacaff0 PyImport_ExecCodeModuleEx + 241
27 org.python.python 0x000000010bacdd1d load_source_module + 1095
28 org.python.python 0x000000010bacdfa5 load_package + 303
29 org.python.python 0x000000010bacd782 import_submodule + 267
30 org.python.python 0x000000010bacd348 load_next + 280
31 org.python.python 0x000000010bacc50f PyImport_ImportModuleLevel + 1133
32 org.python.python 0x000000010baae33e builtin___import__ + 135
33 org.python.python 0x000000010ba39921 PyObject_Call + 99
34 org.python.python 0x000000010babce37 PyEval_CallObjectWithKeywords + 165
35 org.python.python 0x000000010bab8051 PyEval_EvalFrameEx + 20765
36 org.python.python 0x000000010bab2d3e PyEval_EvalCodeEx + 1617
37 org.python.python 0x000000010bab26e7 PyEval_EvalCode + 48
38 org.python.python 0x000000010bad6068 run_mod + 53
39 org.python.python 0x000000010bad610b PyRun_FileExFlags + 133
40 org.python.python 0x000000010bad5c5c PyRun_SimpleFileExFlags + 702
41 org.python.python 0x000000010bae7442 Py_Main + 3094
42 libdyld.dylib 0x00007fffbcf1d235 start + 1
Thread 0 crashed with X86 Thread State (64-bit):
rax: 0x000000010d8840d0 rbx: 0x0000000000000000 rcx: 0x0000000000000000 rdx: 0x000000010ba80d10
rdi: 0x0000000000000000 rsi: 0x00007fff541d5260 rbp: 0x00007fff541d47f0 rsp: 0x00007fff541d47e0
r8: 0x000000010c7c02b8 r9: 0x98dae79f5b86c26f r10: 0x0000000000000000 r11: 0xffffffffff0a4763
r12: 0x000000010c7be2b8 r13: 0x0000000000000000 r14: 0x00007fff541d52b0 r15: 0x00007fff541d5520
rip: 0x000000010d780e6f rfl: 0x0000000000010287 cr2: 0x0000000000000000
Logical CPU: 0
Error Code: 0x00000006
Trap Number: 14
Binary Images:
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Calls made by this process:
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Calls made by all processes on this machine:
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thread_set_state: 0
VM Region Summary:
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VIRTUAL REGION
REGION TYPE SIZE COUNT (non-coalesced)
=========== ======= =======
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这个问题纠结良久，百思不得其解。后来通过Google找到问题的原因，原因在于，由于macOS Sierra是自带Python的，但是他自带的版本并没有包含Pip，同时，就算手工安装上Pip，在安装第三方包的时候，某些包也会由于权限问题，导致安装失败，因此比较方便的解决方法其实就是使用HomeBrew重新安装一个Python来绕过系统默认的Python的种种限制。但是这样带来一个问题，那就是在编译Caffe的时候，我们链接的是系统自带的Python动态库，但是运行时候，却使用了HomeBrew安装的Python，这就导致了程序运行时候的混乱，导致程序崩溃。
解决方法为，指定链接的Python库为我们使用HomeBrew安装的版本即可，如下：
$ vim Makefile.config
找到如下语句：
PYTHON_LIB := /usr/lib
修改为（如果你的版本是2.7.13的话，其他版本请根据实际情况修改）：
PYTHON_LIB := /usr/local/Cellar/python/2.7.13/Frameworks/Python.framework/Versions/2.7/lib
然后重新编译代码
$ make clean $ make $ make pycaffe $ make distribute
测试代码如下：
import sys,os #设置当前目录 caffe_root = '/Users/Source/caffe/distribute/' sys.path.append(caffe_root + 'python') sys.path.append(caffe_root + 'lib') import caffe
执行如下命令：
#指定需要加载的动态库的位置，否则会找不到链接地址 $ export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:/Users/Source/caffe/distribute/lib #执行脚本 $ python pycaffe_test.py
执行正常即可说明编译没问题了。