我正在尝试在旧的Mac上安装tensorflow 1.10,但是每次都遇到相同的问题。一旦我启动python shell,我确实收到下面的错误。
我确实尝试过先将其安装在virtualenv中,此后,我尝试仅使用pip进行安装并出现相同的错误。另外,当我尝试使用conda安装它时,再次出现相同的问题。我用谷歌搜索了一下,但仍无法解决,可能是由于我的愚蠢行为。我确实已经卸载了anaconda和pip并再次尝试,但是我总是遇到相同的错误。
我确实安装了CUDA,尽管我尝试安装带有或不带有GPU的tensorflow。
错误导致:无法加载本机TensorFlow运行时。
我希望有人能够提供帮助,因为我真的很想学习这一点。
(tensorflow)abc:〜me $ python
import tensorflow as tf
Traceback (most recent call last):
File "/Users/me/tensorflow/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "/Users/me/tensorflow/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow_internal.py", line 28, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "/Users/me/tensorflow/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow_internal.py", line 24, in swig_import_helper
_mod = imp.load_module('_pywrap_tensorflow_internal', fp, pathname, description)
File "/Users/me/tensorflow/lib/python3.6/imp.py", line 243, in load_module
return load_dynamic(name, filename, file)
File "/Users/me/tensorflow/lib/python3.6/imp.py", line 343, in load_dynamic
return _load(spec)
ImportError: dlopen(/Users/me/tensorflow/lib/python3.6/site-packages/tensorflow/python/_pywrap_tensorflow_internal.so, 6): Symbol not found: _SecKeyCopyExternalRepresentation
Referenced from: /Users/me/tensorflow/lib/python3.6/site-packages/tensorflow/python/_pywrap_tensorflow_internal.so (which was built for Mac OS X 10.12)
Expected in: /System/Library/Frameworks/Security.framework/Versions/A/Security
in /Users/me/tensorflow/lib/python3.6/site-packages/tensorflow/python/_pywrap_tensorflow_internal.so
在处理上述异常期间,发生了另一个异常:
>Traceback (most recent call last):
File "<stdin>", line 1, in <module>
File "/Users/me/tensorflow/lib/python3.6/site-packages/tensorflow/__init__.py", line 22, in <module>
from tensorflow.python import pywrap_tensorflow # pylint: disable=unused-import
File "/Users/me/tensorflow/lib/python3.6/site-packages/tensorflow/python/__init__.py", line 49, in <module>
from tensorflow.python import pywrap_tensorflow
File "/Users/me/tensorflow/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow.py", line 74, in <module>
raise ImportError(msg)
ImportError: Traceback (most recent call last):
File "/Users/me/tensorflow/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "/Users/me/tensorflow/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow_internal.py", line 28, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "/Users/me/tensorflow/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow_internal.py", line 24, in swig_import_helper
_mod = imp.load_module('_pywrap_tensorflow_internal', fp, pathname, description)
File "/Users/me/tensorflow/lib/python3.6/imp.py", line 243, in load_module
return load_dynamic(name, filename, file)
File "/Users/me/tensorflow/lib/python3.6/imp.py", line 343, in load_dynamic
return _load(spec)
ImportError: dlopen(/Users/me/tensorflow/lib/python3.6/site-packages/tensorflow/python/_pywrap_tensorflow_internal.so, 6): Symbol not found: _SecKeyCopyExternalRepresentation
Referenced from: /Users/me/tensorflow/lib/python3.6/site-packages/tensorflow/python/_pywrap_tensorflow_internal.so (which was built for Mac OS X 10.12)
Expected in: /System/Library/Frameworks/Security.framework/Versions/A/Security
in /Users/me/tensorflow/lib/python3.6/site-packages/tensorflow/python/_pywrap_tensorflow_internal.so
无法加载本机TensorFlow运行时。
请参见https://www.tensorflow.org/install/install_sources#common_installation_problems
出于某些常见原因和解决方案。包括整个堆栈跟踪 寻求帮助时,此错误消息上方。
答案 0 :(得分:15)
我认为TensorFlow 1.10和OS X El Capitan(10.11.6)出了问题!
只需使用pip命令安装1.9.0而不是1.10:
pip3 install tensorflow==1.9.0
或其GPU版本:
pip3 install tensorflow-gpu==1.9.0
答案 1 :(得分:1)
这似乎是版本冲突。我可以成功运行Tensorflow 1.9。