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We investigate the large-time asymptotics of nonlinear diffusion equations in dimension , in the exponent interval $p > n/(n+2)u_0$ is of bounded second moment. Precise rates of convergence to the Barenblatt profile in terms of the relative R'enyi entropy are demonstrated for finite-mass solutions defined in the whole space when they are re-normalized at each time with respect to their own second moment. The analysis shows that the relative R'enyi entropy exhibits a better decay, for intermediate times, with respect to the standard Ralston-Newton entropy. The result follows by a suitable use of the so-called concavity of R'enyi entropy power.

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