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Summary: Currently, seeds are set only inside the train loop. But this does not ensure that the model weights are initialized the same way everywhere which makes all experiments irreproducible. This diff fixes it. Reviewed By: bottler Differential Revision: D38315840 fbshipit-source-id: 3d2ecebbc36072c2b68dd3cd8c5e30708e7dd808