论文标题

用pygsti探测量子处理器性能

Probing quantum processor performance with pyGSTi

论文作者

Nielsen, Erik, Rudinger, Kenneth, Proctor, Timothy, Russo, Antonio, Young, Kevin, Blume-Kohout, Robin

论文摘要

Pygsti是用于评估和表征量子计算处理器性能的Python软件包。它可以用作独立的应用程序,或用作库,以执行各种量子表征,验证和验证(QCVV)方案(QCVV)协议。我们使用多个示例概述了Pygsti的结构以及它可以做什么。我们通过端到端实现涵盖其主要特征协议。其中包括栅极层析成像,一个或多个量子位上的随机基准测试以及几种专业技术。我们还讨论并演示了电力用户如何自定义Pygsti并利用其组件来创建专业的QCVV协议并解决特定于用户的问题。

PyGSTi is a Python software package for assessing and characterizing the performance of quantum computing processors. It can be used as a standalone application, or as a library, to perform a wide variety of quantum characterization, verification, and validation (QCVV) protocols on as-built quantum processors. We outline pyGSTi's structure, and what it can do, using multiple examples. We cover its main characterization protocols with end-to-end implementations. These include gate set tomography, randomized benchmarking on one or many qubits, and several specialized techniques. We also discuss and demonstrate how power users can customize pyGSTi and leverage its components to create specialized QCVV protocols and solve user-specific problems.

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