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change `Assuming than` to `Assuming that`.

* 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.

Fixed references to slim.losses

fixes b/28821889

Changed shuf in gshuf to support mac. line: 82

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

Tentative fix for issue #47

* improve image processing performance for Inception.

Implements a distributed trainer for Inception.

Make sure range create a list, otherwise this won't create a list in Python 3.

raise TypeError("Using a `tf.Tensor` as a Python `bool` is not allowed. "
TypeError: Using a `tf.Tensor` as a Python `bool` is not allowed. Use `if t is not None:` instead of `if t:` to test if a tensor is defined, and use the logical TensorFlow ops to test the value of a tensor.

Updated README