linux ubuntu16.4.0 anaconda下安装tensorflow1.10.0的cpu/gpu版本踩坑记录

我会带着你远行 2022-02-03 00:27 255阅读 0赞

1、安装tensorflow-gpu后，import出现错误：

ImportError: libcublas.so.10.0: cannot open shared object file: No such file or directory

tf版本：1.13.1，cuda版本：9.0，不匹配造成的。

看下tf和cuda版本对照：

[https://blog.csdn.net/omodao1/article/details/83241074][https_blog.csdn.net_omodao1_article_details_83241074]

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3dlaXhpbl80MTc3MDE2OQ_size_16_color_FFFFFF_t_70][]

将tensorflow将降级：1.10.0

[https://blog.csdn.net/m0\_37586991/article/details/88837242][https_blog.csdn.net_m0_37586991_article_details_88837242]

pip uninstall tensorflow-gpu

pip install tensorflow-gpu==1.10.0

2、但是使用上述方法安装后，import tf又报错：

ImportError: /home/xuqiong/anaconda2/envs/ana3501gpu/lib/python3.6/site-packages/tensorflow/python/../libtensorflow\_framework.so: symbol cudnnConvolutionBiasActivationForward, version libcudnn.so.7 not defined in file libcudnn.so.7 with link time reference

解决方法如下：  
[https://towardsdatascience.com/tensorflow-gpu-installation-made-easy-use-conda-instead-of-pip-52e5249374bc][https_towardsdatascience.com_tensorflow-gpu-installation-made-easy-use-conda-instead-of-pip-52e5249374bc]

[https://stackoverflow.com/questions/54966603/when-use-tensorflow-gpu-cudnn-fails-during-the-link-time][https_stackoverflow.com_questions_54966603_when-use-tensorflow-gpu-cudnn-fails-during-the-link-time]

conda create --name tf_gpu tensorflow-gpu=1.10.0

![20190508153608313.png][]

![20190508153621113.png][]

3、接下来出现cuda不一致

卸载cudnn和cuda，再重新安装9.0版本

重新安装tensorflow和keras

安装pillow

成功。

搞了快一天的环境，终于安装好了2个版本的tensorflow环境：cpu和gpu版本各一个。

[https_blog.csdn.net_omodao1_article_details_83241074]: https://blog.csdn.net/omodao1/article/details/83241074
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3dlaXhpbl80MTc3MDE2OQ_size_16_color_FFFFFF_t_70]: /images/20220203/6df4f96e0d7a49c4924ebff49c8d5c18.png
[https_blog.csdn.net_m0_37586991_article_details_88837242]: https://blog.csdn.net/m0_37586991/article/details/88837242
[https_towardsdatascience.com_tensorflow-gpu-installation-made-easy-use-conda-instead-of-pip-52e5249374bc]: https://towardsdatascience.com/tensorflow-gpu-installation-made-easy-use-conda-instead-of-pip-52e5249374bc
[https_stackoverflow.com_questions_54966603_when-use-tensorflow-gpu-cudnn-fails-during-the-link-time]: https://stackoverflow.com/questions/54966603/when-use-tensorflow-gpu-cudnn-fails-during-the-link-time
[20190508153608313.png]: /images/20220203/fb8e263780bb44b0a267ff3f140230f1.png
[20190508153621113.png]: /images/20220203/fff57b964be4467984711a7efb7681c5.png