QASMTrans: A QASM based Quantum Transpiler Framework for NISQ Devices

التفاصيل البيبلوغرافية
العنوان: QASMTrans: A QASM based Quantum Transpiler Framework for NISQ Devices
المؤلفون: Hua, Fei, Wang, Meng, Li, Gushu, Peng, Bo, Liu, Chenxu, Zheng, Muqing, Stein, Samuel, Ding, Yufei, Zhang, Eddy Z., Humble, Travis S., Li, Ang
سنة النشر: 2023
المجموعة: Quantum Physics
مصطلحات موضوعية: Quantum Physics
الوصف: The success of a quantum algorithm hinges on the ability to orchestrate a successful application induction. Detrimental overheads in mapping general quantum circuits to physically implementable routines can be the deciding factor between a successful and erroneous circuit induction. In QASMTrans, we focus on the problem of rapid circuit transpilation. Transpilation plays a crucial role in converting high-level, machine-agnostic circuits into machine-specific circuits constrained by physical topology and supported gate sets. The efficiency of transpilation continues to be a substantial bottleneck, especially when dealing with larger circuits requiring high degrees of inter-qubit interaction. QASMTrans is a high-performance C++ quantum transpiler framework that demonstrates up to 369X speedups compared to the commonly used Qiskit transpiler. We observe speedups on large dense circuits such as uccsd_n24 and qft_n320 which require O(10^6) gates. QASMTrans successfully transpiles the aforementioned circuits in 69s and 31s, whilst Qiskit exceeded an hour of transpilation time. With QASMTrans providing transpiled circuits in a fraction of the time of prior transpilers, potential design space exploration, and heuristic-based transpiler design becomes substantially more tractable. QASMTrans is released at http://github.com/pnnl/qasmtrans.
نوع الوثيقة: Working Paper
URL الوصول: http://arxiv.org/abs/2308.07581
رقم الأكسشن: edsarx.2308.07581
قاعدة البيانات: arXiv