Tensorflow 错误信息记录

Ubuntu 14.0 + Tensorflow 1.4 错误：需要更高版本的cudnn

最新推荐文章于 2023-06-18 22:50:38 发布

原创最新推荐文章于 2023-06-18 22:50:38 发布 · 1.6k 阅读

1 ·

CC 4.0 BY-SA版权

Linux 同时被 2 个专栏收录

28 篇文章

订阅专栏

Deep Learning

7 篇文章

订阅专栏

在Ubuntu 14.0上运行Tensorflow 1.4时遇到错误，由于系统配备的是cuda 8.0和cudnn 5.1，而Tensorflow 1.4要求cudnn至少为6.0版本。解决此问题的方法是升级cudnn到对应版本，具体操作步骤参见相关指南。

部署运行你感兴趣的模型镜像

>>> import tensorflow as tf
Traceback (most recent call last):
  File "<stdin>", line 1, in <module>
  File "/usr/local/lib/python2.7/dist-packages/tensorflow/__init__.py", line 24, in <module>
    from tensorflow.python import *
  File "/usr/local/lib/python2.7/dist-packages/tensorflow/python/__init__.py", line 49, in <module>
    from tensorflow.python import pywrap_tensorflow
  File "/usr/local/lib/python2.7/dist-packages/tensorflow/python/pywrap_tensorflow.py", line 52, in <module>
    raise ImportError(msg)
ImportError: Traceback (most recent call last):
  File "/usr/local/lib/python2.7/dist-packages/tensorflow/python/pywrap_tensorflow.py", line 41, in <module>
    from tensorflow.python.pywrap_tensorflow_internal import *
  File "/usr/local/lib/python2.7/dist-packages/tensorflow/python/pywrap_tensorflow_internal.py", line 28, in <module>
    _pywrap_tensorflow_internal = swig_import_helper()
  File "/usr/local/lib/python2.7/dist-packages/tensorflow/python/pywrap_tensorflow_internal.py", line 24, in swig_import_helper
    _mod = imp.load_module('_pywrap_tensorflow_internal', fp, pathname, description)
ImportError: /usr/local/lib/python2.7/dist-packages/tensorflow/python/_pywrap_tensorflow_internal.so: undefined symbol: cudnnConvolutionBiasActivationForward


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.

系统：ubuntu 14.0， tensorflow 1.4 , cuda 8.0, cudnn 5.1 条件下显式的错误信息。

原因：Tensorflow1.4，至少需要cudnn6.0的版本。

解决问题：升级cudnn版本，详见：操作步骤

您可能感兴趣的与本文相关的镜像