I checked my pip3 & python3 version:
(tensorflow) MacBook-Pro-de-Hector-2:tensorflow hectoresteban$ pip3 -V
pip 10.0.1 from /Users/hectoresteban/.virtualenvs/tensorflow/lib/python3.7/site-packages/pip-10.0.1-py3.7.egg/pip (python 3.7)
(tensorflow) MacBook-Pro-de-Hector-2:tensorflow hectoresteban$ python3 -V
Python 3.7.0
In the virtual environment I am currently using I did:
pip3 install --upgrade https://storage.googleapis.com/tensorflow/mac/cpu/tensorflow-1.9.0-py3-none-any.whl
As the standard way pip3 install tensorflow
output the following message:
could not find a version that satisfies the requirement tensorflow (from versions: )
After installed using the first method explained:
(tensorflow) MacBook-Pro-de-Hector-2:tensorflow hectoresteban$ python3
>>> import tensorflow
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
File "/Users/hectoresteban/.virtualenvs/tensorflow/lib/python3.7/site-packages/tensorflow/__init__.py", line 22, in <module>
from tensorflow.python import pywrap_tensorflow # pylint: disable=unused-import
File "/Users/hectoresteban/.virtualenvs/tensorflow/lib/python3.7/site-packages/tensorflow/python/__init__.py", line 49, in <module>
from tensorflow.python import pywrap_tensorflow
File "/Users/hectoresteban/.virtualenvs/tensorflow/lib/python3.7/site-packages/tensorflow/python/pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "/Users/hectoresteban/.virtualenvs/tensorflow/lib/python3.7/site-packages/tensorflow/python/pywrap_tensorflow_internal.py", line 114
def TFE_ContextOptionsSetAsync(arg1, async):
^
SyntaxError: invalid syntax
What is the issue? I can download other packages such as numpy but no Tensorflow. (MacOS 10.13.4)
The recent release candidate for the 1.13 version brings Python 3.7 support, in particular precompiled CPU wheels are also available for MacOS 10.11 and newer (link to 1.13.1). Install as usual:
$ pip install tensorflow>=1.13
tensorflow
does not support Python 3.7 at the moment. The reason for this is that:
tensorflow
uses async
as function parameter name, and async
and await
became reserved keywords in Python 3.7 (as pointed by @phd in this comment) - this is why you're getting the import error;
Python 3.7 changed the return type of PyUnicode_AsUTF8AndSize
function in the C API used by tensorflow
:
Changed in version 3.7: The return type is now
const char *
rather ofchar *
.
This means both issues must be fixed before tensorflow
can be built and released for Python 3.7 & Linux/MacOS. You can track the current status here: issue #20517.
The solution hence would be avoiding Python 3.7 if you need to continue working with tensorflow
. Stick with Python 3.6 for the time being.
If you are willing to build tensorflow
from source: There is a patch proposed to fix both issues. If you want to try it out, follow the Install TensorFlow from Sources tutorial from the official docs, the only difference being on the beginning:
Clone the repository
$ git clone https://github.com/tensorflow/tensorflow
Copy the patch contents to a file, e.g. tf.patch
Apply the patch:
$ git apply tf.patch
Proceed with the rest of the tutorial.
Also note that you will have to build the latest protobuf
, as the support for Python 3.7 was added to it lately, but is not contained in any released version. Edit tensorflow/contrib/cmake/external/protobuf.cmake
to point to the current HEAD
of the protobuf
repo.