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| Main Authors: | , , , , , , , , , , , , , |
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| Format: | Preprint |
| Published: |
2025
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| Subjects: | |
| Online Access: | https://arxiv.org/abs/2503.04905 |
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| _version_ | 1866912263503347712 |
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| author | Lorenz, Jeanette Miriam Monz, Thomas Eisert, Jens Reitzner, Daniel Schopfer, Félicien Barbaresco, Frédéric Kurowski, Krzysztof van der Schoot, Ward Strohm, Thomas Senellart, Jean Perrault, Cécile M. Knufinke, Martin Amodjee, Ziyad Giardini, Mattia |
| author_facet | Lorenz, Jeanette Miriam Monz, Thomas Eisert, Jens Reitzner, Daniel Schopfer, Félicien Barbaresco, Frédéric Kurowski, Krzysztof van der Schoot, Ward Strohm, Thomas Senellart, Jean Perrault, Cécile M. Knufinke, Martin Amodjee, Ziyad Giardini, Mattia |
| contents | Architectures for quantum computing can only be scaled up when they are accompanied by suitable benchmarking techniques. The document provides a comprehensive overview of the state and recommendations for systematic benchmarking of quantum computers. Benchmarking is crucial for assessing the performance of quantum computers, including the hardware, software, as well as algorithms and applications. The document highlights key aspects such as component-level, system-level, software-level, HPC-level, and application-level benchmarks. Component-level benchmarks focus on the performance of individual qubits and gates, while system-level benchmarks evaluate the entire quantum processor. Software-level benchmarks consider the compiler's efficiency and error mitigation techniques. HPC-level and cloud benchmarks address integration with classical systems and cloud platforms, respectively. Application-level benchmarks measure performance in real-world use cases. The document also discusses the importance of standardization to ensure reproducibility and comparability of benchmarks, and highlights ongoing efforts in the quantum computing community towards establishing these benchmarks. Recommendations for future steps emphasize the need for developing standardized evaluation routines and integrating benchmarks with broader quantum technology activities. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2503_04905 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | Systematic benchmarking of quantum computers: status and recommendations Lorenz, Jeanette Miriam Monz, Thomas Eisert, Jens Reitzner, Daniel Schopfer, Félicien Barbaresco, Frédéric Kurowski, Krzysztof van der Schoot, Ward Strohm, Thomas Senellart, Jean Perrault, Cécile M. Knufinke, Martin Amodjee, Ziyad Giardini, Mattia Quantum Physics Architectures for quantum computing can only be scaled up when they are accompanied by suitable benchmarking techniques. The document provides a comprehensive overview of the state and recommendations for systematic benchmarking of quantum computers. Benchmarking is crucial for assessing the performance of quantum computers, including the hardware, software, as well as algorithms and applications. The document highlights key aspects such as component-level, system-level, software-level, HPC-level, and application-level benchmarks. Component-level benchmarks focus on the performance of individual qubits and gates, while system-level benchmarks evaluate the entire quantum processor. Software-level benchmarks consider the compiler's efficiency and error mitigation techniques. HPC-level and cloud benchmarks address integration with classical systems and cloud platforms, respectively. Application-level benchmarks measure performance in real-world use cases. The document also discusses the importance of standardization to ensure reproducibility and comparability of benchmarks, and highlights ongoing efforts in the quantum computing community towards establishing these benchmarks. Recommendations for future steps emphasize the need for developing standardized evaluation routines and integrating benchmarks with broader quantum technology activities. |
| title | Systematic benchmarking of quantum computers: status and recommendations |
| topic | Quantum Physics |
| url | https://arxiv.org/abs/2503.04905 |