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Convert tf.op_scope to tf.name_scope, plus a few other 1.0 upgrade changes

Update download_and_convert_mnist.py for 1.0 and python3 compatibility

Switch to the new FileWriter API in Inception

Update README.md

fix #1083

Additional upgrades to 1.0 and code fixes

Add a notice to the README in models/inception

Converted the models repo to TF 1.0 using the upgrade script

Converted slim models to TF 1.0 and fixed a few issues

Use .size() instead of .Size() in download_and_convert_mnist.py

Update TF install link.

TF1.0 updates

Updated Namignizer

In response to reviewer's comments.

Swivel: add multiple GPU support

This speeds up the training accordingly.

Swivel: fastprep: replace pthread with std::thread

Swivel: fastprep: try to create the missing directory