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pytorch/caffe2/python
Aapo Kyrola 68cfc52452 MomemtumSGDUpdate -- version of MomentumSGD with update.
Summary:
It gives a significant perf boost to do the parameter update inside MomentumSGD, instead of with a separate WeightedSum op.
To ensure backwards compatibility, I made it a separate op.

Also added an unit test.

Reviewed By: prigoyal

Differential Revision: D4262446

fbshipit-source-id: 38e7ee6d7677b398658ac7fe9b7a59b569e033f4
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