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Summary:
## Motivation
* Take out comparison between methods. This makes the tutorial too long, and text descriptions of results can become inaccurate over time.
* Simplify code
* Put the MLP model that generates data into `eval` model (this changes results substantially)
Pull Request resolved: #2889
Test Plan: Looked at the notebook to make sure it rendered correctly
Reviewed By: saitcakmak
Differential Revision: D76934541
Pulled By: esantorella
fbshipit-source-id: 4a96a5d0dd228346e5aab55d33f1479894680a34
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