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add Tensorboard support to the training script (step based)#1720
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…ave no absolute reference to where we are at the training process).
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This PR adds support for Tensorboard to the train script.
solves#1716.
It differs from#1719 by that the logs are saved each update instead of each epoch. giving a much more fine detailed visualization.