HamilToniQ: An Open-Source Benchmark Toolkit for Quantum Computers

Xiaotian Xu, Kuan Cheng Chen, Robert Wille

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

This paper introduces HamilToniQ, an open-source benchmarking toolkit for Quantum Processing Units (QPUs). It addresses the complexities of quantum computations by providing a methodological framework to assess QPU types, topologies, and systems. HamilToniQ facilitates performance evaluations through steps like circuit compilation and quantum error mitigation, with strategies tailored for each stage. The toolkit's H-Score measures QPU fidelity and reliability, offering a comprehensive view of performance. Focused on the Quantum Approximate Optimization Algorithm (QAOA), HamilToniQ enables consistent QPU comparisons, enhancing benchmarking transparency. Validated on various IBM QPUs, the toolkit proves effective and robust, advancing quantum computing with precise benchmarking metrics.

Original languageEnglish
Title of host publicationWorkshops Program, Posters Program, Panels Program and Tutorials Program
EditorsCandace Culhane, Greg T. Byrd, Hausi Muller, Yuri Alexeev, Yuri Alexeev, Sarah Sheldon
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages518-519
Number of pages2
ISBN (Electronic)9798331541378
DOIs
StatePublished - 2024
Event5th IEEE International Conference on Quantum Computing and Engineering, QCE 2024 - Montreal, Canada
Duration: 15 Sep 202420 Sep 2024

Publication series

NameProceedings - IEEE Quantum Week 2024, QCE 2024
Volume2

Conference

Conference5th IEEE International Conference on Quantum Computing and Engineering, QCE 2024
Country/TerritoryCanada
CityMontreal
Period15/09/2420/09/24

Keywords

  • Benchmarking Program
  • Characterization
  • Optimization
  • Quantum Approximate Optimization Algorithm
  • Quantum Computing
  • Quantum Error Correction

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