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python之无法启动 tensorflow 2.0

2024年11月24日31zhengyun_ustc

我无法将 tensorflow 2.0 模块导入到我的代码中,我最终收到此错误

Traceback (most recent call last): 
  File "C:\Users\Perseus\Anaconda3\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 58, in <module> 
    from tensorflow.python.pywrap_tensorflow_internal import * 
  File "C:\Users\Perseus\Anaconda3\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 28, in <module> 
    _pywrap_tensorflow_internal = swig_import_helper() 
  File "C:\Users\Perseus\Anaconda3\lib\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 "C:\Users\Perseus\Anaconda3\lib\imp.py", line 243, in load_module 
    return load_dynamic(name, filename, file) 
  File "C:\Users\Perseus\Anaconda3\lib\imp.py", line 343, in load_dynamic 
    return _load(spec) 
ImportError: DLL load failed: The specified module could not be found. 
 
During handling of the above exception, another exception occurred: 
 
Traceback (most recent call last): 
  File "C:\Users\Perseus\Anaconda3\lib\runpy.py", line 183, in _run_module_as_main 
    mod_name, mod_spec, code = _get_module_details(mod_name, _Error) 
  File "C:\Users\Perseus\Anaconda3\lib\runpy.py", line 142, in _get_module_details 
    return _get_module_details(pkg_main_name, error) 
  File "C:\Users\Perseus\Anaconda3\lib\runpy.py", line 109, in _get_module_details 
    __import__(pkg_name) 
  File "C:\Users\Perseus\Anaconda3\lib\site-packages\tensorflow\__init__.py", line 27, in <module> 
    from tensorflow._api.v2 import audio 
  File "C:\Users\Perseus\Anaconda3\lib\site-packages\tensorflow\_api\v2\audio\__init__.py", line 8, in <module> 
    from tensorflow.python.ops.gen_audio_ops import decode_wav 
  File "C:\Users\Perseus\Anaconda3\lib\site-packages\tensorflow\python\__init__.py", line 49, in <module> 
    from tensorflow.python import pywrap_tensorflow 
  File "C:\Users\Perseus\Anaconda3\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 74, in <module> 
    raise ImportError(msg) 
ImportError: Traceback (most recent call last): 
  File "C:\Users\Perseus\Anaconda3\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 58, in <module> 
    from tensorflow.python.pywrap_tensorflow_internal import * 
  File "C:\Users\Perseus\Anaconda3\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 28, in <module> 
    _pywrap_tensorflow_internal = swig_import_helper() 
  File "C:\Users\Perseus\Anaconda3\lib\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 "C:\Users\Perseus\Anaconda3\lib\imp.py", line 243, in load_module 
    return load_dynamic(name, filename, file) 
  File "C:\Users\Perseus\Anaconda3\lib\imp.py", line 343, in load_dynamic 
    return _load(spec) 
ImportError: DLL load failed: The specified module could not be 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. 

请您参考如下方法:

我想你打了this bug .

您可以将 tensorflow 降级到 v1.10.0

pip install tensorflow-gpu==1.10.0 

或者确保您拥有适用于 CUDA、Tensorflow 和 CUDNN 的这些版本:

  • CUDA v9.0
  • tensorflow-gpu v1.12.0
  • CUDNN 7.4.1.5

或者,您可以卸载 tensorflow 并通过 conda 安装它:

pip uninstall tensorflow-gpu 
conda install tensorflow-gpu