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 our quantum functionality representation (QFR), our decision diagram (DD) package, and our ZX-diagram package .

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.

(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 and a minimum CMake version of 3.14. 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 2.0.0

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 2.0.0
File	Size	Uploaded
mqt.qcec-2.0.0.tar.gz	1.7 MB	Oct 25, 2022	Details

Built distributions (wheels)

Table of built distributions (wheels) for mqt-qcec 2.0.0
File	Interpreter	ABI	Platform	Reset
mqt.qcec-2.0.0-cp311-cp311-win_amd64.whl 821.9 kB Oct 25, 2022	CPython 3.11	CPython 3.11	Windows x86-64	Details
mqt.qcec-2.0.0-cp311-cp311-musllinux_1_1_x86_64.whl 1.4 MB Oct 25, 2022	CPython 3.11	CPython 3.11	Linux musl 1.1+ x86-64	Details
mqt.qcec-2.0.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 886.1 kB Oct 25, 2022	CPython 3.11	CPython 3.11	Linux glibc 2.17+ x86-64	Details
mqt.qcec-2.0.0-cp311-cp311-macosx_11_0_arm64.whl 655.3 kB Oct 25, 2022	CPython 3.11	CPython 3.11	macOS 11.0+ ARM64	Details
mqt.qcec-2.0.0-cp311-cp311-macosx_10_15_x86_64.whl 980.0 kB Oct 25, 2022	CPython 3.11	CPython 3.11	macOS 10.15+ x86-64	Details
mqt.qcec-2.0.0-cp310-cp310-win_amd64.whl 821.8 kB Oct 25, 2022	CPython 3.10	CPython 3.10	Windows x86-64	Details
mqt.qcec-2.0.0-cp310-cp310-musllinux_1_1_x86_64.whl 1.4 MB Oct 25, 2022	CPython 3.10	CPython 3.10	Linux musl 1.1+ x86-64	Details
mqt.qcec-2.0.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 886.6 kB Oct 25, 2022	CPython 3.10	CPython 3.10	Linux glibc 2.17+ x86-64	Details
mqt.qcec-2.0.0-cp310-cp310-macosx_11_0_arm64.whl 655.3 kB Oct 25, 2022	CPython 3.10	CPython 3.10	macOS 11.0+ ARM64	Details
mqt.qcec-2.0.0-cp310-cp310-macosx_10_15_x86_64.whl 979.9 kB Oct 25, 2022	CPython 3.10	CPython 3.10	macOS 10.15+ x86-64	Details
mqt.qcec-2.0.0-cp39-cp39-win_amd64.whl 822.3 kB Oct 25, 2022	CPython 3.9	CPython 3.9	Windows x86-64	Details
mqt.qcec-2.0.0-cp39-cp39-musllinux_1_1_x86_64.whl 1.4 MB Oct 25, 2022	CPython 3.9	CPython 3.9	Linux musl 1.1+ x86-64	Details
mqt.qcec-2.0.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 886.8 kB Oct 25, 2022	CPython 3.9	CPython 3.9	Linux glibc 2.17+ x86-64	Details
mqt.qcec-2.0.0-cp39-cp39-macosx_11_0_arm64.whl 655.4 kB Oct 25, 2022	CPython 3.9	CPython 3.9	macOS 11.0+ ARM64	Details
mqt.qcec-2.0.0-cp39-cp39-macosx_10_15_x86_64.whl 980.0 kB Oct 25, 2022	CPython 3.9	CPython 3.9	macOS 10.15+ x86-64	Details
mqt.qcec-2.0.0-cp38-cp38-win_amd64.whl 822.2 kB Oct 25, 2022	CPython 3.8	CPython 3.8	Windows x86-64	Details
mqt.qcec-2.0.0-cp38-cp38-musllinux_1_1_x86_64.whl 1.4 MB Oct 25, 2022	CPython 3.8	CPython 3.8	Linux musl 1.1+ x86-64	Details
mqt.qcec-2.0.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 886.4 kB Oct 25, 2022	CPython 3.8	CPython 3.8	Linux glibc 2.17+ x86-64	Details
mqt.qcec-2.0.0-cp38-cp38-macosx_11_0_arm64.whl 655.4 kB Oct 25, 2022	CPython 3.8	CPython 3.8	macOS 11.0+ ARM64	Details
mqt.qcec-2.0.0-cp38-cp38-macosx_10_15_x86_64.whl 980.1 kB Oct 25, 2022	CPython 3.8	CPython 3.8	macOS 10.15+ x86-64	Details
mqt.qcec-2.0.0-cp37-cp37m-win_amd64.whl 856.5 kB Oct 25, 2022	CPython 3.7	CPython 3.7 pymalloc	Windows x86-64	Details
mqt.qcec-2.0.0-cp37-cp37m-musllinux_1_1_x86_64.whl 1.4 MB Oct 25, 2022	CPython 3.7	CPython 3.7 pymalloc	Linux musl 1.1+ x86-64	Details
mqt.qcec-2.0.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 897.2 kB Oct 25, 2022	CPython 3.7	CPython 3.7 pymalloc	Linux glibc 2.17+ x86-64	Details
mqt.qcec-2.0.0-cp37-cp37m-macosx_10_15_x86_64.whl 974.7 kB Oct 25, 2022	CPython 3.7	CPython 3.7 pymalloc	macOS 10.15+ x86-64	Details

Total release size: 24.7 MB

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Release files / mqt.qcec-2.0.0-cp37-cp37m-win_amd64.whl

Download URL	mqt.qcec-2.0.0-cp37-cp37m-win_amd64.whl
Size	856.5 kB
Tags	CPython 3.7 CPython 3.7 pymalloc Windows x86-64
SHA-256 checksum How to use checksums	`f95a65514bd6bd736e0293239346caa494e42efce0fbf7631f332ffac3641aa2`
BLAKE2b-256 checksum How to use checksums	`e61c8ab513cc2b80641fc6ace65019e16ba1f7599a28e0f36c58980c37422da1`
Upload date	Oct 25, 2022
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/4.0.1 CPython/3.9.15`

Release files / mqt.qcec-2.0.0-cp37-cp37m-musllinux_1_1_x86_64.whl

Download URL	mqt.qcec-2.0.0-cp37-cp37m-musllinux_1_1_x86_64.whl
Size	1.4 MB
Tags	CPython 3.7 CPython 3.7 pymalloc Linux musl 1.1+ x86-64
SHA-256 checksum How to use checksums	`45a00a4892d8cf128801dff4d0a999aa45d70730fcdd05a5719502aef37acd72`
BLAKE2b-256 checksum How to use checksums	`7bf9f846413355100aa7c38b99866bff7db13d9f386ae3679bef6d1498e9fb9a`
Upload date	Oct 25, 2022
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Uploaded via	`twine/4.0.1 CPython/3.9.15`

Release files / mqt.qcec-2.0.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	mqt.qcec-2.0.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	897.2 kB
Tags	CPython 3.7 CPython 3.7 pymalloc Linux glibc 2.17+ x86-64
SHA-256 checksum How to use checksums	`86066614c84ea7eb7a721dae3f1e0e0fa44274754bdbeaa0ba93b957a50d881c`
BLAKE2b-256 checksum How to use checksums	`d084d13411f2baf94f1a63be9921d1e0922619bbe93a9e220ec7faef1801d97c`
Upload date	Oct 25, 2022
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Uploaded via	`twine/4.0.1 CPython/3.9.15`

Release files / mqt.qcec-2.0.0-cp37-cp37m-macosx_10_15_x86_64.whl

Download URL	mqt.qcec-2.0.0-cp37-cp37m-macosx_10_15_x86_64.whl
Size	974.7 kB
Tags	CPython 3.7 CPython 3.7 pymalloc macOS 10.15+ x86-64
SHA-256 checksum How to use checksums	`62635315291a5acf7955e90a1907d5a1c6bdaaabe9aa98b532f9d928a2ea6683`
BLAKE2b-256 checksum How to use checksums	`626a4962108d674eb2241b4245bfc0b735d60415b0aa89be65a86f667dda3d38`
Upload date	Oct 25, 2022
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Uploaded via	`twine/4.0.1 CPython/3.9.15`