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Add SameDiff UI listener (for tuning, debugging, etc) #7787
MVP implementation so far. It works OK, but needs a lot of polish (mainly on the front-end side, that this PR doesn't address). This will be further improved/polished in the near future.
The listener (so far) can collect and chart the following:
Also includes some important fixes to BERT wordpiece functionality/iterator.