Tensorflow:ImportError: DLL load failed: 找不到指定的模块 Failed to load the native TensorFlow runtime
- 配置: Windows 10
- python3.6
- CUDA 10.1
- CUDNN 7.6.0
- tensorflow 1.12
过程:import tensorflow as tf
,然后报错:
Traceback (most recent call last):
File "<ipython-input-6-64156d691fe5>", line 1, in <module>
import tensorflow as tf
File "C:\Users\HonorVan\AppData\Roaming\Python\Python36\site-packages\tensorflow\__init__.py", line 24, in <module>
from tensorflow.python import pywrap_tensorflow # pylint: disable=unused-import
File "C:\Users\HonorVan\AppData\Roaming\Python\Python36\site-packages\tensorflow\python\__init__.py", line 49, in <module>
from tensorflow.python import pywrap_tensorflow
File "C:\Users\HonorVan\AppData\Roaming\Python\Python36\site-packages\tensorflow\python\pywrap_tensorflow.py", line 74, in <module>
raise ImportError(msg)
ImportError: Traceback (most recent call last):
File "C:\Users\HonorVan\AppData\Roaming\Python\Python36\site-packages\tensorflow\python\pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "C:\Users\HonorVan\AppData\Roaming\Python\Python36\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 28, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "C:\Users\HonorVan\AppData\Roaming\Python\Python36\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 "D:\ProgramData\Anaconda3\lib\imp.py", line 243, in load_module
return load_dynamic(name, filename, file)
File "D:\ProgramData\Anaconda3\lib\imp.py", line 343, in load_dynamic
return _load(spec)
ImportError: DLL load failed: 找不到指定的模块。
Failed to load the native TensorFlow runtime.
See https://www.tensorflow.org/install/errors
for some common reasons and solutions. Include the entire stack trace
above this error message when asking for help.
期间尝试重新安装CUDA和CUDNN都没有效果,降级CUDA和CUDNN也是同样报错。
然后我就打算重新安装tensorflow,使用pip uninstall tensorflow-gpu==1.12.0
卸载掉tensorflow-gpu,然后使用conda list
查看发现竟然还有tensorflow-gpu存在,并且其他的依赖也没有少,这时重新import tensorflow,发现错误解决了。。。