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Here's something NOT to do (yet):

$ sage -pip install https://storage.googleapis.com/tensorflow/mac/tensorflow-0.7.1-cp27-none-any.whl

Even though this "works", it also had several worrying messages about upgrading numpy and six, which completely broke the numpy part of my Sage installation. This was with Sage-6.9.

Which means you have to make sure you have a Sage that has the right versions of Numpy and six. With the latest development version, we do, apparently:

$ ./sage -pip install https://storage.googleapis.com/tensorflow/mac/tensorflow-0.7.1-cp27-none-any.whl
Collecting tensorflow==0.7.1 from https://storage.googleapis.com/tensorflow/mac/tensorflow-0.7.1-cp27-none-any.whl
  Using cached https://storage.googleapis.com/tensorflow/mac/tensorflow-0.7.1-cp27-none-any.whl
Requirement already satisfied (use --upgrade to upgrade): six>=1.10.0 in ./local/lib/python2.7/site-packages/six-1.10.0-py2.7.egg (from tensorflow==0.7.1)
Collecting protobuf==3.0.0b2 (from tensorflow==0.7.1)
  Using cached protobuf-3.0.0b2-py2.py3-none-any.whl
Collecting wheel (from tensorflow==0.7.1)
  Using cached wheel-0.29.0-py2.py3-none-any.whl
Requirement already satisfied (use --upgrade to upgrade): numpy>=1.10.1 in ./local/lib/python2.7/site-packages (from tensorflow==0.7.1)
Requirement already satisfied (use --upgrade to upgrade): setuptools in ./local/lib/python2.7/site-packages/setuptools-20.1.1-py2.7.egg (from protobuf==3.0.0b2->tensorflow==0.7.1)
Installing collected packages: protobuf, wheel, tensorflow
Successfully installed protobuf-3.0.0b2 tensorflow-0.7.1 wheel-0.29.0
You are using pip version 8.0.2, however version 8.1.0 is available.
You should consider upgrading via the 'pip install --upgrade pip' command.

And then I don't get any failures.

So one has to be careful, but apparently it's possible. However, you definitely have to use it from "within" Sage; Sage-as-distribution wouldn't allow you to use your other tensorflow with it.