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The present paper first aims to study the BV-type regularity for viscosity solutions of the Hamilton-Jacobi equation with a coercive and uniformly directionally convex Hamiltonian . More precisely, we establish a BV bound on the slope of backward characteristics starting at a positive time . Relying on the BV bound, we quantify the metric entropy in for the map that associates to every given initial data $u_0\in{\bf Lip}\big(^d\big)S_tu_0$. Finally, a counter example is constructed to show that both and fail to be in for a general strictly convex and coercive .

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