When $\frac{e^{-\lambda } \lambda ^x}{x!}$ over positive integers is invertible?

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I am curious for what values of $\lambda \in \mathbb{R}^+$, the function $f(x)=\frac{e^{-\lambda } \lambda ^x}{x!}$ defined only on positive integers i-e $x \in \mathbb{Z}^+$ is invertible?

When $\lambda$ is any positive integer then there exists exactly one point in range of $f$ that is not invertible otherwise $f$ is one-to-one mapping ? But what can be said about rational and irrational values of $\lambda$ ?