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Fixes tensorflow/tensorflow#10239

Default is TensorFlow default of 'grpc' communication protocol.
If TensorFlow was complied with Verbs support 'grpc+verbs' can be
used to accelerate the tensor passing communication.

Two shards, so the shard pattern should be `?????-of-00002`.

Fixed #529

* Fix bug in inception README.md

Fixes #59

* Document that number of classes and example count is hardcoded

Fixes #190

The script actually reads $LABEL_FILE and strips out the text, which it uses to label and find image files in their respective sub directories.

Corrected "One this" to "Once this" and added comma for proper punctuation on line 702.

fixes b/28821889

Correct a grammar error in the shell script from blaze to bazel line 586

Implements a distributed trainer for Inception.