PyQBench: A Python']Python library for benchmarking gate-based quantum computers

被引：1
|
作者：
Jalowiecki, Konrad [1 ]
Lewandowska, Paulina [1 ]
Pawela, Lukasz [1 ]
机构：
[1] Polish Acad Sci, Inst Theoret & Appl Informat, Bałtycka 5, PL-44100 Gliwice, Poland
来源：
SOFTWAREX | 2023年 / 24卷
关键词：
Quantum computing; Benchmarking quantum computers; Discrimination of quantum measurements; Discrimination of von Neumann measurements; Open-source; !text type='Python']Python[!/text] programming; SUPREMACY;
D O I：
10.1016/j.softx.2023.101558
中图分类号：
TP31 [计算机软件];
学科分类号：
081202 ; 0835 ;
摘要：
We introduce PyQBench, an innovative open-source framework for benchmarking gate-based quantum computers. PyQBench can benchmark NISQ devices by verifying their capability of discriminating between two von Neumann measurements. PyQBench offers a simplified, ready-to-use, command line interface (CLI) for running benchmarks using a predefined family of measurements. For more advanced scenarios, PyQBench offers a way of employing user-defined measurements instead of predefined ones.
引用
收藏
页数：7
相关论文
共 50 条
  • [21] Brain Predictability toolbox: a Python']Python library for neuroimaging-based machine learning
    Hahn, Sage
    Yuan, De Kang
    Thompson, Wesley K.
    Owens, Max
    Allgaier, Nicholas
    Garavan, Hugh
    BIOINFORMATICS, 2021, 37 (11) : 1637 - 1638
  • [22] graphkit-learn: A Python']Python library for graph kernels based on linear patterns
    Jia, Linlin
    Gauzere, Benoit
    Honeine, Paul
    PATTERN RECOGNITION LETTERS, 2021, 143 : 113 - 121
  • [23] pyBNBowTie: Python']Python library for Bow-Tie Analysis based on Bayesian Networks
    Zurheide, Frank T.
    Hermann, Eckehard
    Lampesberger, Harald
    PROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE ON INDUSTRY 4.0 AND SMART MANUFACTURING (ISM 2020), 2021, 180 : 344 - 351
  • [24] Gate-based quantum computing for protein design
    Khatami, Mohammad Hassan
    Mendes, Udson
    Wiebe, Nathan
    Kim, Philip
    PLOS COMPUTATIONAL BIOLOGY, 2023, 19 (04)
  • [25] MetaCluster: An open-source Python']Python library for metaheuristic-based clustering problems
    Van Thieu, Nguyen
    Oliva, Diego
    Perez-Cisneros, Marco
    SOFTWAREX, 2023, 24
  • [26] GP plus : A Python']Python library for kernel-based learning via Gaussian processes
    Yousefpour, Amin
    Foumani, Zahra Zanjani
    Shishehbor, Mehdi
    Mora, Carlos
    Bostanabad, Ramin
    ADVANCES IN ENGINEERING SOFTWARE, 2024, 195
  • [27] pyOpenMS: A Python']Python-based interface to the OpenMS mass-spectrometry algorithm library
    Roest, Hannes L.
    Schmitt, Uwe
    Aebersold, Ruedi
    Malmstroem, Lars
    PROTEOMICS, 2014, 14 (01) : 74 - 77
  • [28] A Rapid Python']Python-Based Methodology for Target-Focused Combinatorial Library Design
    Li, Shiliang
    Song, Yuwei
    Liu, Xiaofeng
    Li, Honglin
    COMBINATORIAL CHEMISTRY & HIGH THROUGHPUT SCREENING, 2016, 19 (01) : 25 - 35
  • [29] A Python']Python-Verilog Toolbox for Modeling of a Hadamard Gate Based on Position-Based CMOS Qubits
    Giounanlis, Panagiotis
    Blokhina, Elena
    Bashir, Imran
    Leipold, Dirk
    Asker, Mike
    Staszewski, Robert Bogdan
    2019 26TH IEEE INTERNATIONAL CONFERENCE ON ELECTRONICS, CIRCUITS AND SYSTEMS (ICECS), 2019, : 566 - 569
  • [30] Cryptanalysis and Improvement of Quantum Gate-Based Quantum Private Comparison
    Duan Ming-Yi
    International Journal of Theoretical Physics, 2021, 60 : 195 - 199
12345