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Widget state is accumulating, even after clearing #1970

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We have a notebook here that grew to 22 MB:

https://github.com/Calysto/conx-notebooks/blob/master/MNIST.ipynb

We would occasionally Clear Notebook Widget State, save the notebook, and verify that the size was small. Then, after a Save Notebook Widget State it would again be 22MB.

Our workaround was to actually close the notebook, run it again, and save the widget state from the freshly opened and run notebook.

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