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 2.3.0

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 2.3.0
File	Size	Uploaded
mqt.qcec-2.3.0.tar.gz	1.9 MB	Aug 11, 2023	Details

Built distributions (wheels)

Table of built distributions (wheels) for mqt-qcec 2.3.0
File	Interpreter	ABI	Platform	Reset
mqt.qcec-2.3.0-cp312-cp312-win_amd64.whl 847.1 kB Aug 11, 2023	CPython 3.12	CPython 3.12	Windows x86-64	Details
mqt.qcec-2.3.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 952.6 kB Aug 11, 2023	CPython 3.12	CPython 3.12	Linux glibc 2.17+ x86-64	Details
mqt.qcec-2.3.0-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl 928.1 kB Aug 11, 2023	CPython 3.12	CPython 3.12	Linux glibc 2.17+ IBM System/390x	Details
mqt.qcec-2.3.0-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 1.1 MB Aug 11, 2023	CPython 3.12	CPython 3.12	Linux glibc 2.17+ PowerPC 64-le	Details
mqt.qcec-2.3.0-cp312-cp312-macosx_10_15_x86_64.whl 1.1 MB Aug 11, 2023	CPython 3.12	CPython 3.12	macOS 10.15+ x86-64	Details
mqt.qcec-2.3.0-cp311-cp311-win_amd64.whl 847.0 kB Aug 11, 2023	CPython 3.11	CPython 3.11	Windows x86-64	Details
mqt.qcec-2.3.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 955.8 kB Aug 11, 2023	CPython 3.11	CPython 3.11	Linux glibc 2.17+ x86-64	Details
mqt.qcec-2.3.0-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl 929.8 kB Aug 11, 2023	CPython 3.11	CPython 3.11	Linux glibc 2.17+ IBM System/390x	Details
mqt.qcec-2.3.0-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 1.1 MB Aug 11, 2023	CPython 3.11	CPython 3.11	Linux glibc 2.17+ PowerPC 64-le	Details
mqt.qcec-2.3.0-cp311-cp311-macosx_10_15_x86_64.whl 1.1 MB Aug 11, 2023	CPython 3.11	CPython 3.11	macOS 10.15+ x86-64	Details
mqt.qcec-2.3.0-cp310-cp310-win_amd64.whl 844.7 kB Aug 11, 2023	CPython 3.10	CPython 3.10	Windows x86-64	Details
mqt.qcec-2.3.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 953.3 kB Aug 11, 2023	CPython 3.10	CPython 3.10	Linux glibc 2.17+ x86-64	Details
mqt.qcec-2.3.0-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl 927.7 kB Aug 11, 2023	CPython 3.10	CPython 3.10	Linux glibc 2.17+ IBM System/390x	Details
mqt.qcec-2.3.0-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 1.1 MB Aug 11, 2023	CPython 3.10	CPython 3.10	Linux glibc 2.17+ PowerPC 64-le	Details
mqt.qcec-2.3.0-cp310-cp310-macosx_10_15_x86_64.whl 1.1 MB Aug 11, 2023	CPython 3.10	CPython 3.10	macOS 10.15+ x86-64	Details
mqt.qcec-2.3.0-cp39-cp39-win_amd64.whl 845.4 kB Aug 11, 2023	CPython 3.9	CPython 3.9	Windows x86-64	Details
mqt.qcec-2.3.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 953.5 kB Aug 11, 2023	CPython 3.9	CPython 3.9	Linux glibc 2.17+ x86-64	Details
mqt.qcec-2.3.0-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl 928.2 kB Aug 11, 2023	CPython 3.9	CPython 3.9	Linux glibc 2.17+ IBM System/390x	Details
mqt.qcec-2.3.0-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 1.1 MB Aug 11, 2023	CPython 3.9	CPython 3.9	Linux glibc 2.17+ PowerPC 64-le	Details
mqt.qcec-2.3.0-cp39-cp39-macosx_10_15_x86_64.whl 1.1 MB Aug 11, 2023	CPython 3.9	CPython 3.9	macOS 10.15+ x86-64	Details
mqt.qcec-2.3.0-cp38-cp38-win_amd64.whl 858.1 kB Aug 11, 2023	CPython 3.8	CPython 3.8	Windows x86-64	Details
mqt.qcec-2.3.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 953.3 kB Aug 11, 2023	CPython 3.8	CPython 3.8	Linux glibc 2.17+ x86-64	Details
mqt.qcec-2.3.0-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl 927.0 kB Aug 11, 2023	CPython 3.8	CPython 3.8	Linux glibc 2.17+ IBM System/390x	Details
mqt.qcec-2.3.0-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 1.1 MB Aug 11, 2023	CPython 3.8	CPython 3.8	Linux glibc 2.17+ PowerPC 64-le	Details
mqt.qcec-2.3.0-cp38-cp38-macosx_10_15_x86_64.whl 1.1 MB Aug 11, 2023	CPython 3.8	CPython 3.8	macOS 10.15+ x86-64	Details

Total release size: 26.1 MB

Release files / mqt.qcec-2.3.0.tar.gz

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Upload date	Aug 11, 2023
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/4.0.2 CPython/3.11.4`

Release files / mqt.qcec-2.3.0-cp39-cp39-macosx_10_15_x86_64.whl

Download URL	mqt.qcec-2.3.0-cp39-cp39-macosx_10_15_x86_64.whl
Size	1.1 MB
Tags	CPython 3.9 macOS 10.15+ x86-64
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Upload date	Aug 11, 2023
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Uploaded via	`twine/4.0.2 CPython/3.11.4`

Release files / mqt.qcec-2.3.0-cp38-cp38-win_amd64.whl

Download URL	mqt.qcec-2.3.0-cp38-cp38-win_amd64.whl
Size	858.1 kB
Tags	CPython 3.8 Windows x86-64
SHA-256 checksum How to use checksums	`763d88a7374b529b9133a9fbd18174cfb5e1f58d9d0352ee674fbb7cc8bae7d1`
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Upload date	Aug 11, 2023
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/4.0.2 CPython/3.11.4`

Release files / mqt.qcec-2.3.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

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Size	953.3 kB
Tags	CPython 3.8 Linux glibc 2.17+ x86-64
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Upload date	Aug 11, 2023
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Uploaded via	`twine/4.0.2 CPython/3.11.4`

Release files / mqt.qcec-2.3.0-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl

Download URL	mqt.qcec-2.3.0-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl
Size	927.0 kB
Tags	CPython 3.8 Linux glibc 2.17+ IBM System/390x
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Upload date	Aug 11, 2023
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Uploaded via	`twine/4.0.2 CPython/3.11.4`

Release files / mqt.qcec-2.3.0-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl

Download URL	mqt.qcec-2.3.0-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Size	1.1 MB
Tags	CPython 3.8 Linux glibc 2.17+ PowerPC 64-le
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Upload date	Aug 11, 2023
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Uploaded via	`twine/4.0.2 CPython/3.11.4`

Release files / mqt.qcec-2.3.0-cp38-cp38-macosx_10_15_x86_64.whl

Download URL	mqt.qcec-2.3.0-cp38-cp38-macosx_10_15_x86_64.whl
Size	1.1 MB
Tags	CPython 3.8 macOS 10.15+ x86-64
SHA-256 checksum How to use checksums	`0b1dc7086f140d199ea0e617b44f15e58c11d253a124f80bffe92f7cd0a7f4fd`
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Upload date	Aug 11, 2023
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/4.0.2 CPython/3.11.4`