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Assume that is a connected cochain DG algebra. We show that is homologically smooth and Gorenstein if and only if its -algebra is a Frobenius graded algebra. Moreover, is Calabi-Yau if and only if the -algebra is a symmetric Frobenius graded algebra. These generalize the corresponding results in \cite{HW1} and \cite{HM}, where the additional Koszul hypothesis is needed.

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