add ema and improve log#251
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zhtmike
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HaoyangLee
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Before submitting this PR, please make sure:
Motivation
EMA is a typical trick to improve training performance especially for stable loss convergence.
Test Plan
(How should this PR be tested? Do you require special setup to run the test or repro the fixed bug?)
Related Issues and PRs
(Is this PR part of a group of changes? Link the other relevant PRs and Issues here. Use https://help.github.com/en/articles/closing-issues-using-keywords for help on GitHub syntax)