Python导入TensorFlow失败：无法导入disable_mlir_graph_optimization

错误信息 #

Traceback (most recent call last):
  File "<string>", line 1, in <module>
  File "C:\Users\Administrator\AppData\Roaming\Python\Python39\site-packages\tensorflow\__init__.py", line 51, in <module>
    from ._api.v2 import compat
  File "C:\Users\Administrator\AppData\Roaming\Python\Python39\site-packages\tensorflow\_api\v2\compat\__init__.py", line 37, in <module>
    from . import v1
  File "C:\Users\Administrator\AppData\Roaming\Python\Python39\site-packages\tensorflow\_api\v2\compat\v1\__init__.py", line 30, in <module>
    from . import compat
  File "C:\Users\Administrator\AppData\Roaming\Python\Python39\site-packages\tensorflow\_api\v2\compat\v1\compat\__init__.py", line 37, in <module>
    from . import v1
  File "C:\Users\Administrator\AppData\Roaming\Python\Python39\site-packages\tensorflow\_api\v2\compat\v1\compat\v1\__init__.py", line 31, in <module>
    from tensorflow._api.v2.compat.v1 import config
  File "C:\Users\Administrator\AppData\Roaming\Python\Python39\site-packages\tensorflow\_api\v2\compat\v1\config\__init__.py", line 8, in <module>
    from . import experimental
  File "C:\Users\Administrator\AppData\Roaming\Python\Python39\site-packages\tensorflow\_api\v2\compat\v1\config\experimental\__init__.py", line 10, in <module>
    from tensorflow.python.framework.config import disable_mlir_graph_optimization
ImportError: cannot import name 'disable_mlir_graph_optimization' from 'tensorflow.python.framework.config' (C:\Users\Administrator\AppData\Roaming\Python\Python39\site-packages\tensorflow\python\framework\config.py)

可能的原因 #

• 版本不兼容：disable_mlir_graph_optimization 是TensorFlow特定版本引入的API。若安装的版本过旧，该函数尚未被添加；若版本过新，该API可能已被移除或迁移至其他模块。
• 安装损坏：TensorFlow安装过程中因网络中断、权限不足等问题，导致config.py文件缺失或不完整，缺少目标函数的定义。
• 环境冲突：多Python环境共存时，可能误在错误环境中安装了TensorFlow，或者不同环境的依赖包相互干扰，引发API导入失败。

内容的提问来源于stack exchange，提问作者jad