  Gradient inequalities of the Hamilton type and the Li-Yau type for positive
solutions to the heat equation are established from a probabilistic viewpoint,
which simplifies the proofs of some results of Sun [{\it Pacific J. Math.}, 253
(2011), pp. 489--510].
