我正在运行lasagne / nolearn,它使用theano。
安装和编译theano特别困难。安装64位g ++编译器后发生以下编译错误。
非常感谢帮助。谢谢!
使用以下命令行进行编译时出现问题:
C:\MinGW\bin\g++.exe -shared -g -march=corei7-avx -mcx16 -msahf -mmovbe -maes -mpclmul -mpopcnt -mabm -mno-lwp -mfma -mno-fma4 -mno-xop -mbmi -mbmi2 -mno-tbm -mavx -mavx2 -msse4.2 -msse4.1 -mlzcnt -mno-rtm -mno-hle -mrdrnd -mf16c -mfsgsbase -mno-rdseed -mno-prfchw -mno-adx -mfxsr -mxsave -mxsaveopt --param l1-cache-size=0 --param l1-cache-line-size=0 --param l2-cache-size=256 -mtune=generic -D NPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -m64 -DMS_WIN64 -IC:\Users\aleja_000\Anaconda\lib\site-packages\numpy\core\include -IC:\Users\aleja_000\Anaconda\include -o C:\Users\aleja_000\AppData\Local\Theano\compiledir_Windows-8-6.2.9200-Intel64_Family_6_Model_60_Stepping_3_GenuineIntel-2.7.9-64\lazylinker_ext\lazylinker_ext.pyd C:\Users\aleja_000\AppData\Local\Theano\compiledir_Windows-8-6.2.9200-Intel64_Family_6_Model_60_Stepping_3_GenuineIntel-2.7.9-64\lazylinker_ext\mod.cpp -LC:\Users\aleja_000\Anaconda\libs -LC:\Users\aleja_000\Anaconda -lpython27
Traceback (most recent call last):
File "C:\Users\aleja_000\Anaconda\lib\site-packages\IPython\core\interactiveshell.py", line 3032, in run_code
===============================
C:\Users\aleja_000\AppData\Local\Theano\compiledir_Windows-8-6.2.9200-Intel64_Family_6_Model_60_Stepping_3_GenuineIntel-2.7.9-64\lazylinker_ext\mod.cpp:1:0: sorry, unimplemented: 64-bit mode not compiled in
#include <Python.h>
^
exec(code_obj, self.user_global_ns, self.user_ns)
File "<ipython-input-2-1e86b04c8a9c>", line 6, in <module>
from lasagne.layers import DenseLayer
File "C:\Program Files (x86)\JetBrains\PyCharm Community Edition 4.0.5\helpers\pydev\pydev_import_hook.py", line 21, in do_import
module = self._system_import(name, *args, **kwargs)
File "c:\users\aleja_000\anaconda\src\lasagne\lasagne\__init__.py", line 5, in <module>
from . import nonlinearities
File "C:\Program Files (x86)\JetBrains\PyCharm Community Edition 4.0.5\helpers\pydev\pydev_import_hook.py", line 21, in do_import
module = self._system_import(name, *args, **kwargs)
File "c:\users\aleja_000\anaconda\src\lasagne\lasagne\nonlinearities.py", line 6, in <module>
from theano.tensor.nnet import sigmoid
File "C:\Program Files (x86)\JetBrains\PyCharm Community Edition 4.0.5\helpers\pydev\pydev_import_hook.py", line 21, in do_import
module = self._system_import(name, *args, **kwargs)
File "C:\Users\aleja_000\AppData\Roaming\Python\Python27\site-packages\theano\__init__.py", line 55, in <module>
from theano.compile import (
File "C:\Program Files (x86)\JetBrains\PyCharm Community Edition 4.0.5\helpers\pydev\pydev_import_hook.py", line 21, in do_import
module = self._system_import(name, *args, **kwargs)
File "C:\Users\aleja_000\AppData\Roaming\Python\Python27\site-packages\theano\compile\__init__.py", line 9, in <module>
from theano.compile.function_module import *
File "C:\Program Files (x86)\JetBrains\PyCharm Community Edition 4.0.5\helpers\pydev\pydev_import_hook.py", line 21, in do_import
module = self._system_import(name, *args, **kwargs)
File "C:\Users\aleja_000\AppData\Roaming\Python\Python27\site-packages\theano\compile\function_module.py", line 17, in <module>
import theano.compile.mode
File "C:\Program Files (x86)\JetBrains\PyCharm Community Edition 4.0.5\helpers\pydev\pydev_import_hook.py", line 21, in do_import
module = self._system_import(name, *args, **kwargs)
File "C:\Users\aleja_000\AppData\Roaming\Python\Python27\site-packages\theano\compile\mode.py", line 11, in <module>
import theano.gof.vm
File "C:\Program Files (x86)\JetBrains\PyCharm Community Edition 4.0.5\helpers\pydev\pydev_import_hook.py", line 21, in do_import
module = self._system_import(name, *args, **kwargs)
File "C:\Users\aleja_000\AppData\Roaming\Python\Python27\site-packages\theano\gof\vm.py", line 654, in <module>
import lazylinker_c
File "C:\Program Files (x86)\JetBrains\PyCharm Community Edition 4.0.5\helpers\pydev\pydev_import_hook.py", line 21, in do_import
module = self._system_import(name, *args, **kwargs)
File "C:\Users\aleja_000\AppData\Roaming\Python\Python27\site-packages\theano\gof\lazylinker_c.py", line 125, in <module>
preargs=args)
File "C:\Users\aleja_000\AppData\Roaming\Python\Python27\site-packages\theano\gof\cmodule.py", line 2042, in compile_str
(status, compile_stderr.replace('\n', '. ')))
Exception: Compilation failed (return status=1): C:\Users\aleja_000\AppData\Local\Theano\compiledir_Windows-8-6.2.9200-Intel64_Family_6_Model_60_Stepping_3_GenuineIntel-2.7.9-64\lazylinker_ext\mod.cpp:1:0: sorry, unimplemented: 64-bit mode not compiled in
. #include <Python.h>
. ^
.
答案 0 :(得分:5)
我发现问题是什么,并希望发布解决方案。导致这个特殊问题是因为在找到pythonxx.dll文件的同一目录中缺少文件libpythonxx.a文件(在我的例子中是python27.dll,因此我创建了libpython27.a文件。
一位高贵的灵魂在http://rosinality.ncity.net/doku.php?id=python:installing_theano(韩语和英语)发布了安装theano所需的所有步骤。要生成此类文件,请将pythonxx.dll文件复制到临时目录,然后在Windows控制台中键入以下命令:
gendef pythonXX.dll
dlltool --as-flags = - 64 -m i386:x86-64 -k --output-lib libpythonXX.a --input-def pythonXX.def
然后将生成的libpythonxx.a文件粘贴到pythonxx.dll文件所在的目录中。
在Windows中,你通常会在C:\ Windows \ System3下找到这个文件但是如果你像我一样使用anaconda,你会发现它在吗?
C:\ Users \ xxxxx \ Anaconda \ libs,xxxxx是您的用户。
答案 1 :(得分:1)
对于那些使用WinPython和mingw的人,这里有一些额外的信息:
1)在使用64位Windows时,甚至不打扰尝试使用mingw32软件包,请立即使用mingw64。这样就可以阻止上面显示的错误
2)对于WinPython,.theanorc或.theanorc.txt文件不能在您的主目录中,而是在WinPython / settings目录中!
3)通过使用linux样式路径分隔符使事情变得更容易,例如,对于g ++标志,cxx = d:/ dev / mingw-w64 / mingw64 / bin / g ++。exe
4)nvcc需要windows路径包含cl.exe文件,一般可以在你的VS安装中找到类似(VSPATH)/ VC / bin
的文件此致 -G。