Maintaining calibration in a quantum computing system
In a general aspect, a method executed in a quantum computing system includes performing a calibration process in the quantum computing system to identify a value of a parameter of the quantum computing system. The method also includes analyzing a variation of the value in response to a change in a condition of the quantum computing system, thereby determining a stability of the parameter. The method additionally includes scheduling a recalibration of the parameter based on the stability of the parameter and executing a quantum algorithm in the quantum computing system based on the value of the parameter identified by the calibration process.
1. A method executed in a quantum computing system, the method comprising:
performing, by executing a calibration subroutine in a calibration maintenance subsystem of a control system, a calibration process in the quantum computing system to identify a value of an operating parameter of the quantum computing system, wherein the calibration process comprises:
performing measurements on a quantum computing device in the quantum computing system; and
interpreting the measurements to extract a control parameter and a device characteristic for the quantum computing device;
determining, by executing a stability analysis subroutine in the calibration maintenance subsystem, a stability of the operating parameter by analyzing a variation of the value in response to a change in a condition of the quantum computing system;
updating a stability model of the quantum computing system based on the stability of the operating parameter, wherein the stability model comprises a statistical model representing the value of the operating parameter as a function of time and configured to predict future values of the operating parameter;
scheduling, by executing a runtime scheduler in the calibration maintenance subsystem, a recalibration of the operating parameter based on the future values of the operating parameter predicted by the stability model; and
executing a quantum algorithm, by operation of the control system, in the quantum computing system based on the value of the operating parameter identified by the calibration process.
2. The method of claim 1 , wherein determining the stability of the operating parameter comprises determining a stability over time.
3. The method of claim 1 , wherein analyzing the variation of the value comprises analyzing the variation of the value in response to a change in an operating condition of one or more components of the quantum computing system.
4. The method of claim 1 , wherein scheduling the recalibration comprises scheduling the recalibration for a specified time.
5. The method of claim 1 , wherein scheduling the recalibration comprises scheduling the recalibration for a specified milestone.
6. The method of claim 1 , comprising updating the value of the operating parameter during or after the execution of the quantum algorithm.
7. The method of claim 6 , wherein the value of the operating parameter is updated based on a stability model of the quantum computing system.
8. The method of claim 6 , comprising:
monitoring, by operation of the control system, a physical condition of one or more components of the quantum computing system; and
wherein the value of the operating parameter is updated based on the monitored physical condition.
9. The method of claim 1 , comprising executing the scheduled recalibration after the execution of the quantum algorithm.
10. The method of claim 1 , wherein performing the calibration process comprises performing a continuous-wave characterization procedure or a pulsed-wave characterization procedure.
11. The method of claim 1 , wherein performing the calibration process comprises performing a gate tune-up procedure.
12. The method of claim 1 , comprising:
gathering multiple values of the operating parameter to create a historical record of calibrations; and
training a machine learning model on the historical record of calibrations.
13. The method of claim 1 , wherein determining the stability of the operating parameter comprises analyzing drift in the value of the operating parameter over time.
14. A quantum computing system comprising:
a quantum processor cell comprising qubit devices; and
a control system in communication with the quantum processor cell, the control system configured to perform operations comprising:
performing, by executing a calibration subroutine, a calibration process in the quantum computing system to identify a value of an operating parameter of the quantum computing system, wherein the calibration process comprises:
performing measurements on a quantum computing device in the quantum computing system; and
interpreting the measurements to extract a control parameter and a device characteristic for the quantum computing device;
determining, by executing a stability analysis subroutine, a stability of the operating parameter by analyzing a variation of the value in response to a change in a condition of the quantum computing system;
updating a stability model of the quantum computing system based on the stability of the operating parameter, wherein the stability model comprises a statistical model representing the value of the operating parameter as a function of time and configured to predict future values of the operating parameter;
scheduling, by executing a runtime scheduler, a recalibration of the operating parameter based on the future values of the operating parameter predicted by the stability model; and
executing a quantum algorithm in the quantum computing system based on the value of the operating parameter identified by the calibration process.
15. The system of claim 14 , wherein the quantum processor cell comprises a superconducting quantum circuit comprising the qubit devices; and wherein the qubit devices each comprise one or more respective Josephson junctions.
16. The system of claim 14 , comprising a sensor configured to monitor the condition of the quantum computing system.
17. The system of claim 16 , wherein the sensor obtains data representing the condition of the quantum computing system; and wherein analyzing the variation of the value comprises analyzing the obtained data to identify the change in the condition of the quantum computing system.
18. The system of claim 16 , wherein the quantum processor cell comprises the sensor and the condition of the quantum computing system is a condition of the quantum processor cell.
19. The system of claim 16 , wherein the control system comprises the sensor and the condition of the quantum computing system is a condition of the control system.
20. The system of claim 16 , wherein the control system comprises the sensor and the condition of the quantum computing system is a condition of at least one of a waveform generator or a DC source in the control system.
21. The system of claim 16 , wherein the control system comprises the sensor and the condition of the quantum computing system is a condition of at least one of a digital to analog converter (DAC) or an analog to digital converter (ADC) in the control system.
22. The system of claim 14 , wherein the operating parameter comprises a voltage, a phase, a frequency, or a time duration.
23. The system of claim 14 , wherein the operating parameter comprises a Rabi rate or a Rabi rotation angle.
24. The system of claim 14 , wherein the operating parameter includes the control parameter.
25. The system of claim 14 , wherein determining the stability of the operating parameter comprises analyzing drift in the value of the operating parameter over time.