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MQT QCEC - A tool for Quantum Circuit Equivalence Checking

A tool for quantum circuit equivalence checking developed as part of the Munich Quantum Toolkit (MQT)1 by the Chair for Design Automation at the Technical University of Munich. It builds upon MQT Core, which forms the backbone of the MQT.

Documentation

If you have any questions, feel free to contact us via quantum.cda@xcit.tum.de or by creating an issue on GitHub.

Getting Started

QCEC is available via PyPI for Linux, macOS, and Windows and supports Python 3.8 to 3.12.

(venv) $ pip install mqt.qcec

The following code gives an example on the usage:

from mqt import qcec

# verify the equivalence of two circuits provided as qasm files
result = qcec.verify("circ1.qasm", "circ2.qasm")

# print the result
print(result.equivalence)

Detailed documentation on all available methods, options, and input formats is available at ReadTheDocs.

System Requirements and Building

The implementation is compatible with any C++17 compiler, a minimum CMake version of 3.19, and Python 3.8+. Please refer to the documentation on how to build the project.

Building (and running) is continuously tested under Linux, macOS, and Windows using the latest available system versions for GitHub Actions.

References

QCEC has been developed based on methods proposed in the following papers:

a L. Burgholzer and R. Wille, "Advanced Equivalence Checking for Quantum Circuits," Transactions on CAD of Integrated Circuits and Systems (TCAD), 2021

a L. Burgholzer, R. Raymond, and R. Wille, "Verifying Results of the IBM Qiskit Quantum Circuit Compilation Flow," in IEEE International Conference on Quantum Computing (QCE), 2020

a L. Burgholzer, R. Kueng, and R. Wille, "Random Stimuli Generation for the Verification of Quantum Circuits," in Asia and South Pacific Design Automation Conference (ASP-DAC), 2021

a L. Burgholzer and R. Wille, "Handling Non-Unitaries in Quantum Circuit Equivalence Checking," in Design Automation Conference (DAC), 2022

a T. Peham, L. Burgholzer, and R. Wille, "Equivalence Checking of Quantum Circuits with the ZX-Calculus," in Journal of Emerging and Selected Topics in Circuits and Systems (JETCAS), 2022

a T. Peham, L. Burgholzer, and R. Wille, "Equivalence Checking of Parameterized Quantum Circuits: Verifying the Compilation of Variational Quantum Algorithms," in Asia and South Pacific Design Automation Conference (ASP-DAC), 2023

  1. The Munich Quantum Toolkit was formerly known under the acronym JKQ and developed by the Institute for Integrated Circuits at the Johannes Kepler University Linz). ↩

Project links

Key dates

PyPI data
Data sourced directly from PyPI's database.
  • Released:
Newer release available (3.10.2)

Owner

PyPI data
Data sourced directly from PyPI's database.

Credits

Author: Lukas Burgholzer

License

MIT License (MIT License Copyright (c) 2023 Chair for Design Automation, Technical University of Munich Permiss...)

Requires

Python >=3.8

Tags

MQT quantum computing design automation equivalence checking verification

Classifiers

Report project as malware

Metadata

Project links

Key dates

PyPI data
Data sourced directly from PyPI's database.
  • Released:
Newer release available (3.10.2)

Owner

PyPI data
Data sourced directly from PyPI's database.

Credits

Author: Lukas Burgholzer

License

MIT License (MIT License Copyright (c) 2023 Chair for Design Automation, Technical University of Munich Permiss...)

Requires

Python >=3.8

Tags

MQT quantum computing design automation equivalence checking verification

Classifiers

Report project as malware

Release files for mqt-qcec 2.3.1

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for mqt-qcec 2.3.1
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mqt.qcec-2.3.1.tar.gz 1.9 MB Details

Built distributions (wheels)

Table of built distributions (wheels) for mqt-qcec 2.3.1
File
mqt.qcec-2.3.1-cp312-cp312-win_amd64.whl 847.1 kB CPython 3.12 CPython 3.12 Windows x86-64 Details
mqt.qcec-2.3.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 952.6 kB CPython 3.12 CPython 3.12 Linux glibc 2.17+ x86-64 Details
mqt.qcec-2.3.1-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl 928.1 kB CPython 3.12 CPython 3.12 Linux glibc 2.17+ IBM System/390x Details
mqt.qcec-2.3.1-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 1.1 MB CPython 3.12 CPython 3.12 Linux glibc 2.17+ PowerPC 64-le Details
mqt.qcec-2.3.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 874.9 kB CPython 3.12 CPython 3.12 Linux glibc 2.17+ ARM64 Details
mqt.qcec-2.3.1-cp312-cp312-macosx_11_0_arm64.whl 970.7 kB CPython 3.12 CPython 3.12 macOS 11.0+ ARM64 Details
mqt.qcec-2.3.1-cp312-cp312-macosx_10_15_x86_64.whl 1.1 MB CPython 3.12 CPython 3.12 macOS 10.15+ x86-64 Details
mqt.qcec-2.3.1-cp311-cp311-win_amd64.whl 847.0 kB CPython 3.11 CPython 3.11 Windows x86-64 Details
mqt.qcec-2.3.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 955.8 kB CPython 3.11 CPython 3.11 Linux glibc 2.17+ x86-64 Details
mqt.qcec-2.3.1-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl 929.8 kB CPython 3.11 CPython 3.11 Linux glibc 2.17+ IBM System/390x Details
mqt.qcec-2.3.1-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 1.1 MB CPython 3.11 CPython 3.11 Linux glibc 2.17+ PowerPC 64-le Details
mqt.qcec-2.3.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 877.4 kB CPython 3.11 CPython 3.11 Linux glibc 2.17+ ARM64 Details
mqt.qcec-2.3.1-cp311-cp311-macosx_11_0_arm64.whl 963.2 kB CPython 3.11 CPython 3.11 macOS 11.0+ ARM64 Details
mqt.qcec-2.3.1-cp311-cp311-macosx_10_15_x86_64.whl 1.1 MB CPython 3.11 CPython 3.11 macOS 10.15+ x86-64 Details
mqt.qcec-2.3.1-cp310-cp310-win_amd64.whl 844.7 kB CPython 3.10 CPython 3.10 Windows x86-64 Details
mqt.qcec-2.3.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 953.3 kB CPython 3.10 CPython 3.10 Linux glibc 2.17+ x86-64 Details
mqt.qcec-2.3.1-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl 927.7 kB CPython 3.10 CPython 3.10 Linux glibc 2.17+ IBM System/390x Details
mqt.qcec-2.3.1-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 1.1 MB CPython 3.10 CPython 3.10 Linux glibc 2.17+ PowerPC 64-le Details
mqt.qcec-2.3.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 876.0 kB CPython 3.10 CPython 3.10 Linux glibc 2.17+ ARM64 Details
mqt.qcec-2.3.1-cp310-cp310-macosx_11_0_arm64.whl 962.0 kB CPython 3.10 CPython 3.10 macOS 11.0+ ARM64 Details
mqt.qcec-2.3.1-cp310-cp310-macosx_10_15_x86_64.whl 1.1 MB CPython 3.10 CPython 3.10 macOS 10.15+ x86-64 Details
mqt.qcec-2.3.1-cp39-cp39-win_amd64.whl 845.4 kB CPython 3.9 CPython 3.9 Windows x86-64 Details
mqt.qcec-2.3.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 953.5 kB CPython 3.9 CPython 3.9 Linux glibc 2.17+ x86-64 Details
mqt.qcec-2.3.1-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl 928.2 kB CPython 3.9 CPython 3.9 Linux glibc 2.17+ IBM System/390x Details
mqt.qcec-2.3.1-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 1.1 MB CPython 3.9 CPython 3.9 Linux glibc 2.17+ PowerPC 64-le Details
mqt.qcec-2.3.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 876.1 kB CPython 3.9 CPython 3.9 Linux glibc 2.17+ ARM64 Details
mqt.qcec-2.3.1-cp39-cp39-macosx_11_0_arm64.whl 962.1 kB CPython 3.9 CPython 3.9 macOS 11.0+ ARM64 Details
mqt.qcec-2.3.1-cp39-cp39-macosx_10_15_x86_64.whl 1.1 MB CPython 3.9 CPython 3.9 macOS 10.15+ x86-64 Details
mqt.qcec-2.3.1-cp38-cp38-win_amd64.whl 858.1 kB CPython 3.8 CPython 3.8 Windows x86-64 Details
mqt.qcec-2.3.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 953.3 kB CPython 3.8 CPython 3.8 Linux glibc 2.17+ x86-64 Details
mqt.qcec-2.3.1-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl 927.0 kB CPython 3.8 CPython 3.8 Linux glibc 2.17+ IBM System/390x Details
mqt.qcec-2.3.1-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 1.1 MB CPython 3.8 CPython 3.8 Linux glibc 2.17+ PowerPC 64-le Details
mqt.qcec-2.3.1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 875.9 kB CPython 3.8 CPython 3.8 Linux glibc 2.17+ ARM64 Details
mqt.qcec-2.3.1-cp38-cp38-macosx_11_0_arm64.whl 961.9 kB CPython 3.8 CPython 3.8 macOS 11.0+ ARM64 Details
mqt.qcec-2.3.1-cp38-cp38-macosx_10_15_x86_64.whl 1.1 MB CPython 3.8 CPython 3.8 macOS 10.15+ x86-64 Details

Total release size: 35.3 MB

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3.10.2

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1.10.5

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