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We analyze the latency of fault-tolerant quantum computing based on the 9-qubit Bacon-Shor code using a local, two-dimensional architecture. We embed the data qubits in a 7 by 7 array of physical qubits, where the extra qubits are used for ancilla pr eparation and qubit transportation by means of a SWAP chain. The latency is reduced with respect to a similar implementation using Steanes 7-qubit code (K. M. Svore, D. P. DiVincenzo, and B. M. Terhal, Quantum Information & Computation {bf 7}, 297 (2007)). Furthermore, the error threshold is also improved to $2.02 times 10^{-5}$, when memory errors are taken to be one tenth of the gate error rates.
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