如何修复无法在 Conda 上加载本机 Tensorflow 运行时

Posted 2023-02-16

【中文标题】如何修复无法在 Conda 上加载本机 Tensorflow 运行时

【英文标题】：How to fix Failed to load the native Tensorflow runtime on Conda

【发布时间】：2021-10-19 00:57:27

【问题描述】：

我使用此链接 here 安装了所有软件包和 conda 本身（我遵循的所有安装说明都在链接中）

Visual Code 已按照说明与 Java SE Dev Kit 11 一起安装，并且所有依赖项都已正确安装。但是，在检查上面链接中的 GUI 分支并运行 python deepometry_GUI.py 时，我收到关于 1 或 2 个缺少 DLL 的错误。提醒一下，这一切都在 Conda 环境中

Traceback (most recent call last):
  File "C:\Users\Rafay Osmani\.conda\envs\Deepometry\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 58, in <module>
    from tensorflow.python.pywrap_tensorflow_internal import *
  File "C:\Users\Rafay Osmani\.conda\envs\Deepometry\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 28, in <module>
    _pywrap_tensorflow_internal = swig_import_helper()
  File "C:\Users\Rafay Osmani\.conda\envs\Deepometry\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\Rafay Osmani\.conda\envs\Deepometry\lib\imp.py", line 243, in load_module
    return load_dynamic(name, filename, file)
  File "C:\Users\Rafay Osmani\.conda\envs\Deepometry\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 "Deepometry_GUI.py", line 20, in <module>
    import tensorflow
  File "C:\Users\Rafay Osmani\.conda\envs\Deepometry\lib\site-packages\tensorflow\__init__.py", line 22, in <module>
    from tensorflow.python import pywrap_tensorflow  # pylint: disable=unused-import
  File "C:\Users\Rafay Osmani\.conda\envs\Deepometry\lib\site-packages\tensorflow\python\__init__.py", line 49, in <module>
    from tensorflow.python import pywrap_tensorflow
  File "C:\Users\Rafay Osmani\.conda\envs\Deepometry\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 74, in <module>
    raise ImportError(msg)
ImportError: Traceback (most recent call last):
  File "C:\Users\Rafay Osmani\.conda\envs\Deepometry\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 58, in <module>
    from tensorflow.python.pywrap_tensorflow_internal import *
  File "C:\Users\Rafay Osmani\.conda\envs\Deepometry\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 28, in <module>
    _pywrap_tensorflow_internal = swig_import_helper()
  File "C:\Users\Rafay Osmani\.conda\envs\Deepometry\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\Rafay Osmani\.conda\envs\Deepometry\lib\imp.py", line 243, in load_module
    return load_dynamic(name, filename, file)
  File "C:\Users\Rafay Osmani\.conda\envs\Deepometry\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/install_sources#common_installation_problems

for some common reasons and solutions.  Include the entire stack trace
above this error message when asking for help.

看来我需要做的就是安装丢失的 DLL，我正在路上。问题是错误信息不明确 而且我不知道我需要安装什么 DLL。如果能告诉我如何解决这个问题，我们将不胜感激。

【参考方案1】：

通过执行以下命令获取您的 conda 环境的路径。

import os
os.environ['PATH']

然后将获得的路径添加到你的系统路径下，这样就可以了。