[英]Failed to load the native TensorFlow runtime - TensorFlow 2.1
我有一台台式电脑和一个笔记本,当我尝试使用pip install tensorflow 在笔记本上安装 tensorflow 时它工作正常,然后我在台式电脑上尝试了同样的方法,当我尝试运行最简单的代码时:
import tensorflow as tf
from tensorflow.keras import Sequential
print("done")
我收到了这个非常复杂的错误消息:
Traceback (most recent call last):
File "C:\Users\Mechatrnk\AppData\Local\Programs\Python\Python37\lib\site-packages\tensorflow_core\python\pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "C:\Users\Mechatrnk\AppData\Local\Programs\Python\Python37\lib\site-packages\tensorflow_core\python\pywrap_tensorflow_internal.py", line 28, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "C:\Users\Mechatrnk\AppData\Local\Programs\Python\Python37\lib\site-packages\tensorflow_core\python\pywrap_tensorflow_internal.py", line 24, in swig_import_helper
_mod = imp.load_module('_pywrap_tensorflow_internal', fp, pathname, description)
File "C:\Users\Mechatrnk\AppData\Local\Programs\Python\Python37\lib\imp.py", line 242,
in load_module
return load_dynamic(name, filename, file)
File "C:\Users\Mechatrnk\AppData\Local\Programs\Python\Python37\lib\imp.py", line 342,
in load_dynamic
return _load(spec)
ImportError: DLL load failed: Uvedený modul nebyl nalezen.
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "C:\Users\Mechatrnk\AppData\Local\Programs\Python\Python37\lib\runpy.py", line 193, in _run_module_as_main
"__main__", mod_spec)
File "C:\Users\Mechatrnk\AppData\Local\Programs\Python\Python37\lib\runpy.py", line 85, in _run_code
exec(code, run_globals)
File "c:\Users\Mechatrnk\.vscode\extensions\ms-python.python-2020.1.57204\pythonFiles\lib\python\new_ptvsd\wheels\ptvsd\__main__.py", line 45, in <module>
cli.main()
File "c:\Users\Mechatrnk\.vscode\extensions\ms-python.python-2020.1.57204\pythonFiles\lib\python\new_ptvsd\wheels\ptvsd/..\ptvsd\server\cli.py", line 362, in main
run()
File "c:\Users\Mechatrnk\.vscode\extensions\ms-python.python-2020.1.57204\pythonFiles\lib\python\new_ptvsd\wheels\ptvsd/..\ptvsd\server\cli.py", line 204, in run_file
runpy.run_path(options.target, run_name="__main__")
File "C:\Users\Mechatrnk\AppData\Local\Programs\Python\Python37\lib\runpy.py", line 263, in run_path
pkg_name=pkg_name, script_name=fname)
File "C:\Users\Mechatrnk\AppData\Local\Programs\Python\Python37\lib\runpy.py", line 96, in _run_module_code
mod_name, mod_spec, pkg_name, script_name)
File "C:\Users\Mechatrnk\AppData\Local\Programs\Python\Python37\lib\runpy.py", line 85, in _run_code
exec(code, run_globals)
File "d:\OneDrive\VŠ\DP - Design of Autonomous Vehicle Simulator\Programming\Q-Learning\DeepQLearningSentdex.py", line 1, in <module>
from tensorflow.keras import Sequential
File "C:\Users\Mechatrnk\AppData\Local\Programs\Python\Python37\lib\site-packages\tensorflow\__init__.py", line 101, in <module>
from tensorflow_core import *
File "C:\Users\Mechatrnk\AppData\Local\Programs\Python\Python37\lib\site-packages\tensorflow_core\__init__.py", line 40, in <module>
from tensorflow.python.tools import module_util as _module_util
File "C:\Users\Mechatrnk\AppData\Local\Programs\Python\Python37\lib\site-packages\tensorflow\__init__.py", line 50, in __getattr__
module = self._load()
File "C:\Users\Mechatrnk\AppData\Local\Programs\Python\Python37\lib\site-packages\tensorflow\__init__.py", line 44, in _load
module = _importlib.import_module(self.__name__)
File "C:\Users\Mechatrnk\AppData\Local\Programs\Python\Python37\lib\importlib\__init__.py", line 127, in import_module
return _bootstrap._gcd_import(name[level:], package, level)
File "C:\Users\Mechatrnk\AppData\Local\Programs\Python\Python37\lib\site-packages\tensorflow_core\python\__init__.py", line 49, in <module>
from tensorflow.python import pywrap_tensorflow
File "C:\Users\Mechatrnk\AppData\Local\Programs\Python\Python37\lib\site-packages\tensorflow_core\python\pywrap_tensorflow.py", line 74, in <module>
raise ImportError(msg)
ImportError: Traceback (most recent call last):
File "C:\Users\Mechatrnk\AppData\Local\Programs\Python\Python37\lib\site-packages\tensorflow_core\python\pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "C:\Users\Mechatrnk\AppData\Local\Programs\Python\Python37\lib\site-packages\tensorflow_core\python\pywrap_tensorflow_internal.py", line 28, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "C:\Users\Mechatrnk\AppData\Local\Programs\Python\Python37\lib\site-packages\tensorflow_core\python\pywrap_tensorflow_internal.py", line 24, in swig_import_helper
_mod = imp.load_module('_pywrap_tensorflow_internal', fp, pathname, description)
File "C:\Users\Mechatrnk\AppData\Local\Programs\Python\Python37\lib\imp.py", line 242,
in load_module
return load_dynamic(name, filename, file)
File "C:\Users\Mechatrnk\AppData\Local\Programs\Python\Python37\lib\imp.py", line 342,
in load_dynamic
return _load(spec)
ImportError: DLL load failed: Module not found.
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.
PS C:\Users\Mechatrnk>
我该如何解决这个错误?
如果有帮助,我的 GPU 是 msi GeForce GTX 1060
在 Windows 10 上,我通过从这里下载并安装最新的 Microsoft Visual C++ 可再发行组件来解决这个问题。
您是否遵循了 Tensorflow https://www.tensorflow.org/install/gpu#software_requirements的软件要求说明? 似乎您缺少来自 CUDA 或 cuDNN 的 DLL。
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