Solution:

Define the bitwise and of two nonnegative integers $x=\cdots x_{3} x_{2} x_{1} x_{0}$ and $y=\cdots y_{3} y_{2} y_{1} y_{0}$ expressed in binary to be $x \& y=\cdots z_{3} z_{2} z_{1} z_{0}$, where $z_{i}=1$ if both $x_{i}$ and $y_{i}$ are 1 , and 0 otherwise.
Now, we can prove that from the definitions of $\mid$ and $\&$ that $x+y=(x \mid y)+(x \& y)$. Therefore it suffices to count pairs of sequences $\left(c_{1}, c_{2}, \ldots, c_{2018}\right)$ and $\left(d_{1}, d_{2}, \ldots, d_{2018}\right)$ such that $c_{i}=a_{i-1} \mid a_{i}$ and $d_{i}=a_{i-1} \& a_{i}$ for $0 \leq a_{i}<2^{2018}$.
Since both $\mid, \&$ are bitwise operations, it suffices to count the number of sequences $\left\{c_{i}\right\}$ and $\left\{d_{i}\right\}$ restricting each $a_{i}$ to $\left\{0,2^{k}\right\}$ for each $k \in[0,2017]$ and multiply these counts together. Each sequence $\left(a_{0}, \ldots, a_{2018}\right)$ leads to a unique $\left\{c_{i}\right\}$ and $\left\{d_{i}\right\}$ except for the sequences $\left(2^{k}, 0,2^{k}, 0, \ldots, 2^{k}\right)$ and the sequences $\left(0,2^{k}, 0,2^{k}, \ldots, 0\right)$, which lead to the same $\left\{c_{i}\right\}$ and $\left\{d_{i}\right\}$.
Therefore for each $k$, there are $2^{2019}-1$ ways to determine the $k$-th bits of each $c_{i}$ and $d_{i}$. Multiplying this over all $k$ gives a final count of $\left(2^{2019}-1\right)^{2018}$.