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.

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:

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

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

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

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

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

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

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). ↩

Metadata

Release files for mqt-qcec 2.4.0

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 2.4.0
File	Size	Uploaded
mqt_qcec-2.4.0.tar.gz	1.6 MB	Aug 28, 2023	Details

Built distributions (wheels)

Table of built distributions (wheels) for mqt-qcec 2.4.0
File	Interpreter	ABI	Platform	Reset
mqt_qcec-2.4.0-cp312-abi3-win_amd64.whl 836.2 kB Aug 28, 2023	CPython 3.12	abi3	Windows x86-64	Details
mqt_qcec-2.4.0-cp312-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 749.9 kB Aug 28, 2023	CPython 3.12	abi3	Linux glibc 2.17+ x86-64	Details
mqt_qcec-2.4.0-cp312-abi3-manylinux_2_17_s390x.manylinux2014_s390x.whl 714.0 kB Aug 28, 2023	CPython 3.12	abi3	Linux glibc 2.17+ IBM System/390x	Details
mqt_qcec-2.4.0-cp312-abi3-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 781.5 kB Aug 28, 2023	CPython 3.12	abi3	Linux glibc 2.17+ PowerPC 64-le	Details
mqt_qcec-2.4.0-cp312-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 702.0 kB Aug 28, 2023	CPython 3.12	abi3	Linux glibc 2.17+ ARM64	Details
mqt_qcec-2.4.0-cp312-abi3-macosx_11_0_arm64.whl 896.6 kB Aug 28, 2023	CPython 3.12	abi3	macOS 11.0+ ARM64	Details
mqt_qcec-2.4.0-cp312-abi3-macosx_10_15_x86_64.whl 1.0 MB Aug 28, 2023	CPython 3.12	abi3	macOS 10.15+ x86-64	Details
mqt_qcec-2.4.0-cp311-cp311-win_amd64.whl 834.7 kB Aug 28, 2023	CPython 3.11	CPython 3.11	Windows x86-64	Details
mqt_qcec-2.4.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 751.0 kB Aug 28, 2023	CPython 3.11	CPython 3.11	Linux glibc 2.17+ x86-64	Details
mqt_qcec-2.4.0-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl 716.7 kB Aug 28, 2023	CPython 3.11	CPython 3.11	Linux glibc 2.17+ IBM System/390x	Details
mqt_qcec-2.4.0-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 783.5 kB Aug 28, 2023	CPython 3.11	CPython 3.11	Linux glibc 2.17+ PowerPC 64-le	Details
mqt_qcec-2.4.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 703.1 kB Aug 28, 2023	CPython 3.11	CPython 3.11	Linux glibc 2.17+ ARM64	Details
mqt_qcec-2.4.0-cp311-cp311-macosx_11_0_arm64.whl 895.2 kB Aug 28, 2023	CPython 3.11	CPython 3.11	macOS 11.0+ ARM64	Details
mqt_qcec-2.4.0-cp311-cp311-macosx_10_15_x86_64.whl 1.0 MB Aug 28, 2023	CPython 3.11	CPython 3.11	macOS 10.15+ x86-64	Details
mqt_qcec-2.4.0-cp310-cp310-win_amd64.whl 832.2 kB Aug 28, 2023	CPython 3.10	CPython 3.10	Windows x86-64	Details
mqt_qcec-2.4.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 749.9 kB Aug 28, 2023	CPython 3.10	CPython 3.10	Linux glibc 2.17+ x86-64	Details
mqt_qcec-2.4.0-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl 715.0 kB Aug 28, 2023	CPython 3.10	CPython 3.10	Linux glibc 2.17+ IBM System/390x	Details
mqt_qcec-2.4.0-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 781.7 kB Aug 28, 2023	CPython 3.10	CPython 3.10	Linux glibc 2.17+ PowerPC 64-le	Details
mqt_qcec-2.4.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 702.1 kB Aug 28, 2023	CPython 3.10	CPython 3.10	Linux glibc 2.17+ ARM64	Details
mqt_qcec-2.4.0-cp310-cp310-macosx_11_0_arm64.whl 894.0 kB Aug 28, 2023	CPython 3.10	CPython 3.10	macOS 11.0+ ARM64	Details
mqt_qcec-2.4.0-cp310-cp310-macosx_10_15_x86_64.whl 1.0 MB Aug 28, 2023	CPython 3.10	CPython 3.10	macOS 10.15+ x86-64	Details
mqt_qcec-2.4.0-cp39-cp39-win_amd64.whl 832.9 kB Aug 28, 2023	CPython 3.9	CPython 3.9	Windows x86-64	Details
mqt_qcec-2.4.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 750.1 kB Aug 28, 2023	CPython 3.9	CPython 3.9	Linux glibc 2.17+ x86-64	Details
mqt_qcec-2.4.0-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl 714.9 kB Aug 28, 2023	CPython 3.9	CPython 3.9	Linux glibc 2.17+ IBM System/390x	Details
mqt_qcec-2.4.0-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 781.7 kB Aug 28, 2023	CPython 3.9	CPython 3.9	Linux glibc 2.17+ PowerPC 64-le	Details
mqt_qcec-2.4.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 702.7 kB Aug 28, 2023	CPython 3.9	CPython 3.9	Linux glibc 2.17+ ARM64	Details
mqt_qcec-2.4.0-cp39-cp39-macosx_11_0_arm64.whl 894.0 kB Aug 28, 2023	CPython 3.9	CPython 3.9	macOS 11.0+ ARM64	Details
mqt_qcec-2.4.0-cp39-cp39-macosx_10_15_x86_64.whl 1.0 MB Aug 28, 2023	CPython 3.9	CPython 3.9	macOS 10.15+ x86-64	Details
mqt_qcec-2.4.0-cp38-cp38-win_amd64.whl 847.0 kB Aug 28, 2023	CPython 3.8	CPython 3.8	Windows x86-64	Details
mqt_qcec-2.4.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 751.6 kB Aug 28, 2023	CPython 3.8	CPython 3.8	Linux glibc 2.17+ x86-64	Details
mqt_qcec-2.4.0-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl 714.6 kB Aug 28, 2023	CPython 3.8	CPython 3.8	Linux glibc 2.17+ IBM System/390x	Details
mqt_qcec-2.4.0-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 781.2 kB Aug 28, 2023	CPython 3.8	CPython 3.8	Linux glibc 2.17+ PowerPC 64-le	Details
mqt_qcec-2.4.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 701.8 kB Aug 28, 2023	CPython 3.8	CPython 3.8	Linux glibc 2.17+ ARM64	Details
mqt_qcec-2.4.0-cp38-cp38-macosx_11_0_arm64.whl 894.0 kB Aug 28, 2023	CPython 3.8	CPython 3.8	macOS 11.0+ ARM64	Details
mqt_qcec-2.4.0-cp38-cp38-macosx_10_15_x86_64.whl 1.0 MB Aug 28, 2023	CPython 3.8	CPython 3.8	macOS 10.15+ x86-64	Details

Total release size: 30.1 MB

Release files / mqt_qcec-2.4.0.tar.gz

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Release files / mqt_qcec-2.4.0-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl

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Size	715.0 kB
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Release files / mqt_qcec-2.4.0-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl

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Size	781.7 kB
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Release files / mqt_qcec-2.4.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	mqt_qcec-2.4.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size	702.1 kB
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Release files / mqt_qcec-2.4.0-cp310-cp310-macosx_11_0_arm64.whl

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Release files / mqt_qcec-2.4.0-cp310-cp310-macosx_10_15_x86_64.whl

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Release files / mqt_qcec-2.4.0-cp39-cp39-win_amd64.whl

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Release files / mqt_qcec-2.4.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

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Size	750.1 kB
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Release files / mqt_qcec-2.4.0-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl

Download URL	mqt_qcec-2.4.0-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl
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Release files / mqt_qcec-2.4.0-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl

Download URL	mqt_qcec-2.4.0-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Size	781.7 kB
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Release files / mqt_qcec-2.4.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	mqt_qcec-2.4.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size	702.7 kB
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Release files / mqt_qcec-2.4.0-cp39-cp39-macosx_11_0_arm64.whl

Download URL	mqt_qcec-2.4.0-cp39-cp39-macosx_11_0_arm64.whl
Size	894.0 kB
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Release files / mqt_qcec-2.4.0-cp39-cp39-macosx_10_15_x86_64.whl

Download URL	mqt_qcec-2.4.0-cp39-cp39-macosx_10_15_x86_64.whl
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Release files / mqt_qcec-2.4.0-cp38-cp38-win_amd64.whl

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Release files / mqt_qcec-2.4.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

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Size	751.6 kB
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Release files / mqt_qcec-2.4.0-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl

Download URL	mqt_qcec-2.4.0-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl
Size	714.6 kB
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Release files / mqt_qcec-2.4.0-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl

Download URL	mqt_qcec-2.4.0-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Size	781.2 kB
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Release files / mqt_qcec-2.4.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	mqt_qcec-2.4.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
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Release files / mqt_qcec-2.4.0-cp38-cp38-macosx_11_0_arm64.whl

Download URL	mqt_qcec-2.4.0-cp38-cp38-macosx_11_0_arm64.whl
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Release files / mqt_qcec-2.4.0-cp38-cp38-macosx_10_15_x86_64.whl

Download URL	mqt_qcec-2.4.0-cp38-cp38-macosx_10_15_x86_64.whl
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