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1. Update AutoDiffCostFunction template parameters to be consistent with NumericDiffCostFunction. 2. Update the documentation for NumericDiffCostFunction and AutoDiffCostFunction. Change-Id: I113038abb5bedebb0f6f326f2a4ac31480d785fc