We prove that for the bit pigeonhole principle with any number of pigeons and $n$ holes, any depth $D$ proof in resolution over parities must have size $\exp(\Omega(n^3/D^2))$. Our proof uses the random walk with restarts approach of Alekseev and Itsykson [STOC '25], along with ideas from recent simulation theorems for randomized parity decision trees.