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This paper investigate Csiszar's generalized cutoff rate for the fixed-length lossy coding of general sources. We obtain an upper bound of generalized cutoff rate and derive Renyi's entropy for the case of loss-less coding. We also derive generalized cutoff rate for memory-less sources with lossy coding. It can be considered as a lossy counterpart of Renyi's entropy.