| CPC G06N 10/00 (2019.01) | 28 Claims |

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1. An apparatus comprising:
quantum hardware comprising:
a quantum system comprising one or more qubits;
a universal set of quantum gates;
one or more measurement devices;
one or more classical processors in data communication with the quantum hardware;
wherein the quantum hardware and the one or more classical processors are configured to perform operations comprising:
randomly sampling a subset of quantum gates from the universal set of quantum gates, wherein the subset of quantum gates defines a quantum circuit;
repeatedly applying, by the quantum hardware, the quantum circuit to the quantum system and performing measurements on the quantum system to determine output information of the quantum system;
simulating, by the one or more classical processors, application of the quantum circuit to the quantum system to determine expected statistics of the quantum system; and
estimating, by the one or more classical processors, a fidelity of the quantum circuit based on the determined output information and the expected statistics of the quantum system.
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