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Constant-time hybrid compilation of Shor's algorithm with quantum just-in-time compilation

Constant-time hybrid compilation of Shor's algorithm with quantum just-in-time compilation

来源:Arxiv_logoArxiv
英文摘要

Continuous improvements in quantum computing hardware are exposing the need for simultaneous advances in software. Large-scale implementation of quantum algorithms requires rapid and automated compilation routines such as circuit synthesis and optimization. As systems move towards fault-tolerance, programming frameworks and compilers must also be capable of compiling and optimizing programs comprising both classical and quantum code. This work takes a step in that direction by providing an implementation of Shor's factoring algorithm, compiled to elementary quantum gates using PennyLane and Catalyst, a library for quantum just-in-time (QJIT) compilation of hybrid workflows. We demonstrate that with QJIT compilation, the algorithm is compiled once per bit width of $N$, the integer being factored, even when $N$-specific optimizations are applied to circuit generation based on values determined at runtime. The implementation is benchmarked up to 32-bit $N$, and both the size of the compiled program and the pure compilation time are found to be constant (under 3 seconds on a laptop computer), meaning code generation becomes tractable even for realistic problem sizes.

David Ittah、Jackson Fraser、Josh Izaac、Olivia Di Matteo

计算技术、计算机技术

David Ittah,Jackson Fraser,Josh Izaac,Olivia Di Matteo.Constant-time hybrid compilation of Shor's algorithm with quantum just-in-time compilation[EB/OL].(2025-04-16)[2025-04-30].https://arxiv.org/abs/2504.12449.点此复制

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