Reset scaler state #1999
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Reset scaler state #1999
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What does this PR do?
We currently don't reset the scalar state when adjusting grad accum. This is a problem because if we OOM in the wrong spot, we'll hit an error about unscaling after step. This was caught, tested, and shown in graphs here #1998
CO-1830