Mac OS High Sierra: Tensorflow verions returned by `pip3 upgrade ` and `python3 -c 'import tensorflow as tf; print(tf.__version__)'` differ

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I am currently getting the error, TypeError: softmax() got an unexpected keyword argument 'axis'.

It seems this error is common if you don't have up-to-date keras/tensorflow.

I checked what version of tensorflow I have with python3 -c 'import tensorflow as tf; print(tf.__version__)' It returned 0.12.0 which indeed looks out of date.

However, when I try to upgrade tensorflow, with pip3 install tensorflow --upgrade I get

Requirement already up-to-date: tensorflow in /Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages (0.12.0) Requirement already satisfied, skipping upgrade: numpy>=1.11.0 in /Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages(from tensorflow) (1.15.3) Requirement already satisfied, skipping upgrade: protobuf==3.1.0 in /Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages (from tensorflow) (3.1.0) Requirement already satisfied, skipping upgrade: six>=1.10.0 in /Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages (from tensorflow) (1.11.0) Requirement already satisfied, skipping upgrade: wheel>=0.26 in /Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages (from tensorflow) (0.32.2) Requirement already satisfied, skipping upgrade: setuptools in /Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages (from protobuf==3.1.0->tensorflow) (39.0.1)

I tried to force the update with pip3 install --ignore-installed --upgrade tensorflow but got:

Collecting tensorflow Could not find a version that satisfies the requirement tensorflow (from versions: ) No matching distribution found for tensorflow

When I tried to upgrade with python3 -m pip install tensorflow --upgrade:

Requirement already up-to-date: tensorflow in /Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages (0.12.0)
Requirement already satisfied, skipping upgrade: wheel>=0.26 in /Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages (from tensorflow) (0.32.2)
Requirement already satisfied, skipping upgrade: protobuf==3.1.0 in /Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages (from tensorflow) (3.1.0)
Requirement already satisfied, skipping upgrade: numpy>=1.11.0 in /Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages(from tensorflow) (1.15.3)
Requirement already satisfied, skipping upgrade: six>=1.10.0 in /Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages (from tensorflow) (1.11.0)
Requirement already satisfied, skipping upgrade: setuptools in /Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages (from protobuf==3.1.0->tensorflow) (39.0.1)

When I print sys.path in my program, I get:

['/Users/myname/topdirect', '/Library/Frameworks/Python.framework/Versions/3.7/lib/python37.zip', '/Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7', '/Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/lib-dynload', '/Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages']

pip3 show tensorflow I get:

Name: tensorflow
Version: 0.12.0
Summary: TensorFlow helps the tensors flow
Home-page: http://tensorflow.org/
Author: Google Inc.
Author-email: opensource@google.com
License: Apache 2.0
Location: /Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages
Requires: six, protobuf, numpy, wheel
Required-by:
tensorflow pip python-3.x python
1 Answers

First of all, I would recommend using anaconda environment to manage your tensorflow version. On the other side, you need to add your operating system to make the question more clear.

user_96740610
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