TensorFlow无法加载：服务器导入TensorFlow报错求助

Hey there, sorry to hear you've been stuck on this all day—let's break down what might be going on and how to fix it.

First, here's the error you're seeing when trying to import TensorFlow:

import tensorflow as tf
Traceback (most recent call last):
  File "<stdin>", line 1, in <module>
  File "/afs/umich.edu/user/b/m/bmodene/miniconda2/lib/python2.7/site-packages/tensorflow/__init__.py", line 24, in <module>
    from tensorflow.python import...

Top Fixes to Try #

• Python Version Mismatch is the Likely Culprit
  You're running Python 2.7, but TensorFlow dropped support for Python 2 entirely after version 1.15. If you installed any newer TF version, it's guaranteed to fail here.

  • If you can switch to Python 3, create a new conda environment with a supported version (3.8-3.10 work well for most TF releases):
    conda create -n tf_env python=3.8
    Activate the environment and reinstall TF: conda activate tf_env && pip install tensorflow
  • If you must stick with Python 2.7, install the last compatible TF version:
    pip install tensorflow==1.15

• Ensure Pip and Python Are From the Same Environment
  Servers often have multiple Python environments, so it's easy to install TF in one and try to run it in another.

  • Check which Python you're using: which python
  • Check which pip is linked to that Python: which pip
    If the paths don't match, use your target Python's pip directly to install:
    /afs/umich.edu/user/b/m/bmodene/miniconda2/bin/python -m pip install tensorflow==1.15

• AFS Filesystem Permissions or Caching Issues
  Your TF installation lives in an AFS directory, which can have odd permission or caching quirks.

  • Verify you have read access to the TensorFlow folder:
    ls -l /afs/umich.edu/user/b/m/bmodene/miniconda2/lib/python2.7/site-packages/tensorflow/
  • If permissions are restricted, reach out to your server admin. Alternatively, install TF to your personal user directory instead:
    pip install --user tensorflow==1.15

• Clean Reinstall to Fix Corrupted Files
  Sometimes installation files get corrupted mid-download. Let's wipe and start fresh:

  1. Uninstall all TF versions: pip uninstall -y tensorflow
  2. Clear pip's cache: pip cache purge
  3. Reinstall the compatible version: pip install tensorflow==1.15

Hope one of these gets you up and running!

内容的提问来源于stack exchange，提问作者Bernardo Modenesi