MQT QMAP - A tool for Quantum Circuit Compilation
A tool for quantum circuit compilation developed as part of the Munich Quantum Toolkit (MQT) 1. It builds upon MQT Core, which forms the backbone of the MQT.
If you have any questions, feel free to create a discussion or an issue on GitHub.
Getting Started
QMAP is available via PyPI for Linux, macOS, and Windows and supports Python 3.9 to 3.13.
(venv) $ pip install mqt.qmap
Compiling a given quantum circuit to a certain device is as easy as
from mqt import qmap
from qiskit import QuantumCircuit
from qiskit.providers.fake_provider import GenericBackendV2
circ = QuantumCircuit(3)
circ.h(0)
circ.cx(0, 1)
circ.cx(0, 2)
arch = GenericBackendV2(
num_qubits=5,
coupling_map=[[0, 1], [1, 0], [1, 2], [2, 1], [1, 3], [3, 1], [3, 4], [4, 3]],
)
circ_mapped, results = qmap.compile(circ, arch=arch)
Optimizing a Clifford circuit is as easy as
from mqt import qmap
from qiskit import QuantumCircuit
circ = QuantumCircuit(2)
circ.h(1)
circ.cx(0, 1)
circ.h(0)
circ.h(1)
circ_opt, results = qmap.optimize_clifford(circ)
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 3.24, and Python 3.9+. 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
QMAP has been developed based on methods proposed in the following papers:
[1] R. Wille and L. Burgholzer. MQT QMAP: Efficient Quantum Circuit Mapping. In International Symposium on Physical Design (ISPD), 2023.
[2] A. Zulehner, A. Paler, and R. Wille. An Efficient Methodology for Mapping Quantum Circuits to the IBM QX Architectures. IEEE Transactions on Computer Aided Design of Integrated Circuits and Systems (TCAD), 2018.
[3] R. Wille, L. Burgholzer, and A. Zulehner. Mapping Quantum Circuits to IBM QX Architectures Using the Minimal Number of SWAP and H Operations. In Design Automation Conference (DAC), 2019.
[4] S. Hillmich, A. Zulehner, and R. Wille. Exploiting Quantum Teleportation in Quantum Circuit Mapping. In Asia and South Pacific Design Automation Conference (ASP-DAC), 2021.
[5] L. Burgholzer, S. Schneider, and R. Wille. Limiting the Search Space in Optimal Quantum Circuit Mapping. In Asia and South Pacific Design Automation Conference (ASP-DAC), 2022.
[6] T. Peham, L. Burgholzer, and R. Wille. On Optimal Subarchitectures for Quantum Circuit Mapping. ACM Transactions on Quantum Computing (TQC), 2023.
[7] S. Schneider, L. Burgholzer, and R. Wille. A SAT Encoding for Optimal Clifford Circuit Synthesis. In Asia and South Pacific Design Automation Conference (ASP-DAC), 2023.
[8] T. Peham, N. Brandl, R. Kueng, R. Wille, and L. Burgholzer. Depth-Optimal Synthesis of Clifford Circuits with SAT Solvers. In IEEE International Conference on Quantum Computing and Engineering (QCE), 2023.
[9] L. Schmid, D. F. Locher, M. Rispler, S. Blatt, J. Zeiher, M. Müller, and R. Wille. Computational Capabilities and Compiler Development for Neutral Atom Quantum Processors: Connecting Tool Developers and Hardware Experts. Quantum Science and Technology, 2024.
[10] L. Schmid, S. Park, S. Kang, and R. Wille. Hybrid Circuit Mapping: Leveraging the Full Spectrum of Computational Capabilities of Neutral Atom Quantum Computers. In Design Automation Conference (DAC), 2024.
[11] Y. Stade, L. Schmid, L. Burgholzer, and R. Wille. An Abstract Model and Efficient Routing for Logical Entangling Gates on Zoned Neutral Atom Architectures. arXiv:2405.08068, 2024.
Acknowledgements
The Munich Quantum Toolkit has been supported by the European Research Council (ERC) under the European Union's Horizon 2020 research and innovation program (grant agreement No. 101001318), the Bavarian State Ministry for Science and Arts through the Distinguished Professorship Program, as well as the Munich Quantum Valley, which is supported by the Bavarian state government with funds from the Hightech Agenda Bayern Plus.
-
The Munich Quantum Toolkit (MQT) is a collection of software tools for quantum computing developed by the Chair for Design Automation at the Technical University of Munich as well as the Munich Quantum Software Company (MQSC). Among others, it is part of the Munich Quantum Software Stack (MQSS) ecosystem, which is being developed as part of the Munich Quantum Valley (MQV) initiative. ↩
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