而导入python。 ImportError：libcublas.so.9.0：无法打开共享对象文件：没有这样的文件或目录

Question

I have tried many solutions like installing from different sources official google link Google.api... , pypi and also building from git repo.

But every time I face the same problem ImportError: libcublas.so.9.0:

OS: Linux Arch tensorflow: tensorflow-gpu version 1.5

Nvidia: Cuda 9.1 and Cudnn 7.0.5

Note: tensorflow cpu is working fine

Traceback (most recent call last):
  File "/usr/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow.py", line 58, in <module>
    from tensorflow.python.pywrap_tensorflow_internal import *
  File "/usr/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow_internal.py", line 28, in <module>
    _pywrap_tensorflow_internal = swig_import_helper()
  File "/usr/lib/python3.6/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 "/usr/lib/python3.6/imp.py", line 243, in load_module
    return load_dynamic(name, filename, file)
  File "/usr/lib/python3.6/imp.py", line 343, in load_dynamic
    return _load(spec)
ImportError: libcublas.so.9.0: cannot open shared object file: No such file or directory

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
  File "<stdin>", line 1, in <module>
  File "/usr/lib/python3.6/site-packages/tensorflow/__init__.py", line 24, in <module>
    from tensorflow.python import *
  File "/usr/lib/python3.6/site-packages/tensorflow/python/__init__.py", line 49, in <module>
    from tensorflow.python import pywrap_tensorflow
  File "/usr/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow.py", line 74, in <module>
    raise ImportError(msg)
ImportError: Traceback (most recent call last):
  File "/usr/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow.py", line 58, in <module>
    from tensorflow.python.pywrap_tensorflow_internal import *
  File "/usr/lib/python3.6/site-packages/tensorflow/python/pywrap_tensorflow_internal.py", line 28, in <module>
    _pywrap_tensorflow_internal = swig_import_helper()
  File "/usr/lib/python3.6/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 "/usr/lib/python3.6/imp.py", line 243, in load_module
    return load_dynamic(name, filename, file)
  File "/usr/lib/python3.6/imp.py", line 343, in load_dynamic
    return _load(spec)
ImportError: libcublas.so.9.0: cannot open shared object file: No such file or directory


Failed to load the native TensorFlow runtime.


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

Answer 1

Your error message indicates that Tensorflow is looking for CUDA 9.0, while the default download is CUDA 9.1. I suggest down-reviving to CUDA 9.0. I just installed TF prebuilt binaries with CUDA 9.0 and the corresponding cudnn 7.05 and everything ran fine. From here and here it seems there are some issues with CUDA 9.1 that are still be to be worked out.

Note also that currently the TF 1.5 install guide seems to be incorrect since it specifies CUDA 8.0 and cudnn 6.0 for the prebuilt TF while the release notes specify cuda 9 and cudnn 7