Refactor Augmentation Space calls to speed up #5402
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Reviewed By: NicolasHug Differential Revision: D34140257 fbshipit-source-id: 9f1c0cdce278d7027dc455f9943e10e1553868f1
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Minor speed optimization to avoid calling repeatedly to get the augmentation space within the same forward call.