Knowledge Management System of Institute of Theoretical Physics, CAS
Luo, Xiu-Zhe; Liu, Jin-Guo; Zhang, Pan1 ; Wang, Lei4
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| Yao.jl: Extensible, Efficient Framework for Quantum Algorithm Design | |
| Source Publication | QUANTUM
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| Language | 英语 |
| Keyword | COMPUTATION SUPREMACY |
| Abstract | We introduce Yao, an extensible, efficient open-source framework for quantum algorithm design. Yao features generic and differentiable programming of quantum circuits. It achieves state-of-the-art performance in simulating small to intermediatesized quantum circuits that are relevant to near-term applications. We introduce the design principles and critical techniques behind Yao. These include the quantum block intermediate representation of quantum circuits, a builtin automatic differentiation engine optimized for reversible computing, and batched quantum registers with GPU acceleration. The extensibility and efficiency of Yao help boost innovation in quantum algorithm design. |
| 2020 | |
| ISSN | 2521-327X |
| Volume | 4Pages:341 |
| Cooperation Status | 国际 |
| Subject Area | Physics |
| MOST Discipline Catalogue | Quantum Science & Technology ; Physics, Multidisciplinary |
| DOI | 10.22331/q-2020-10-11-341 |
| Indexed By | SCIE |
| Citation statistics | |
| Document Type | 期刊论文 |
| Identifier | http://ir.itp.ac.cn/handle/311006/27539 |
| Collection | SCI期刊论文 |
| Affiliation | 1.Chinese Acad Sci, Inst Phys, Beijing 100190, Peoples R China 2.Chinese Acad Sci, Inst Theoret Phys, Beijing 100190, Peoples R China 3.Univ Waterloo, Dept Phys & Astron, Waterloo, ON N2L 3G1, Canada 4.Perimeter Inst Theoret Phys, Waterloo, ON N2L 2Y5, Canada 5.Songshan Lake Mat Lab, Dongguan 523808, Guangdong, Peoples R China |
| Recommended Citation GB/T 7714 | Luo, Xiu-Zhe,Liu, Jin-Guo,Zhang, Pan,et al. Yao.jl: Extensible, Efficient Framework for Quantum Algorithm Design[J]. QUANTUM,2020,4:341. |
| APA | Luo, Xiu-Zhe,Liu, Jin-Guo,Zhang, Pan,&Wang, Lei.(2020).Yao.jl: Extensible, Efficient Framework for Quantum Algorithm Design.QUANTUM,4,341. |
| MLA | Luo, Xiu-Zhe,et al."Yao.jl: Extensible, Efficient Framework for Quantum Algorithm Design".QUANTUM 4(2020):341. |
| Files in This Item: | ||||||
| File Name/Size | DocType | Version | Access | License | ||
| Yao.jl Extensible, E（1519KB） | 期刊论文 | 出版稿 | 开放获取 | CC BY-NC-SA | Application Full Text | |
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