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A directed Cayley graph $C(\Gamma ,X)$ is specified by a group $\Gamma$ and an identity-free generating set $X$ for this group. Vertices of $C(\Gamma ,X)$ are elements of $\Gamma$ and there is a directed edge from the vertex $u$ to the vertex $v$ in $C(\Gamma ,X)$ if and only if there is a generator $x\in X$ such that $ux=v$. We study graphs $C(\Gamma ,X)$ for the direct product $Z_m\times Z_n$ of two cyclic groups $Z_m$ and $Z_n$, and the generating set $X=\left\{\right(0,1),(1,0),(2,0),\cdots ,(p,0\left)\right\}$. We present resolving sets which yield upper bounds on the metric dimension of these graphs for $p=2$ and $3$.