Retrain tutorial with tensorboard (#2887)
* version of retrain.py with TensorBoard summaries based on mnist_with_summaries.py * updated documentation * adding tests before building * updated test * Adding TensorBoard summaries to retrain.py * removed separate retrain_with_summaries.py * added instructions for using TensorBoard with retrain.py * minor update to new instructions for using TensorBoard with retrain.py * updated command to launch TensorBoard
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