计算机科学
忠诚
架空(工程)
临界性
连贯性(哲学赌博策略)
延迟(音频)
计算机工程
算法
量子力学
电信
操作系统
物理
核物理学
作者
Yanhao Chen,Yuwei Jin,Fei Hua,Ari B. Hayes,Ang Li,Yunong Shi,Eddy Z. Zhang
标识
DOI:10.1109/hpca56546.2023.10070990
摘要
Near-term intermediate-scale quantum (NISQ) devices are subject to considerable noise and short coherence time. Consequently, it is critical to minimize circuit execution latency and improve fidelity. Traditionally, each basis gate of a transpiled circuit is decoded into a fixed episode of the device control pulses. Recent studies investigate the merged pulse generation method for customized gates through quantum optimal control (QOC). In this work, we propose PAQOC, a novel QOC framework that can (i) exploit an augmented program-aware (APA) basis gate set for the tradeoff between compilation time and circuit performance, (ii) prune the search space based on a criticality-centric analytical model and experiment observations we learned from 150 benchmarks. Evaluations using seventeen applications show that PAQOC can achieve an average 54% reduction of the circuit latency, on average 43% reduction in compilation overhead, and a 1.27× improvement in fidelity. PAQOC is available on GitHub 1 .
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