Bulletin of the American Physical Society
APS March Meeting 2020
Volume 65, Number 1
Monday–Friday, March 2–6, 2020; Denver, Colorado
Session R09: Algorithms and Architecture for Quantum Information II
8:00 AM–11:00 AM,
Thursday, March 5, 2020
Room: 106
Sponsoring
Unit:
DQI
Chair: Masoud Mohseni, Google Inc.
Abstract: R09.00013 : Alibaba Cloud Quantum Development Platform: Applications to Quantum Algorithm Design
Presenter:
Mario Szegedy
(Alibaba Quantum Laboratory)
Authors:
Cupjin Huang
(Alibaba Quantum Laboratory)
Mario Szegedy
(Alibaba Quantum Laboratory)
Fang Zhang
(Alibaba Quantum Laboratory)
Jianxin Chen
(Alibaba Quantum Laboratory)
Xun Gao
(Alibaba Quantum Laboratory)
Yaoyun Shi
(Alibaba Quantum Laboratory)
We report our work on the Alibaba Cloud Quantum Development Platform (AC-QDP). The capability of AC-QDP's computational engine was already reported in \cite{arXiv:1805.01450, arXiv:1907.11217}.In this follow-up article, we demonstrate with figures how AC-QDP helps in testing large-scale quantum algorithms (currently within the QAOA framework). We give new benchmark results on regular graphs. AC-QDP's QAOA framework can simulate thousands of qubits for up to 4 layers. Then we discuss two interesting use cases we have implemented on the platform: 1. Optimal QAOA sequences for small-cycle free graphs; 2. Graph structure discovery.
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