Constructing quantum processes for quantum processors
In a general aspect, a quantum process for execution by a quantum processor is generated. In some instances, test data representing a test output of a quantum process are obtained. The test data are obtained based on a value assigned to a variable parameter of the quantum process. An objective function is evaluated based on the test data, and an updated value is assigned to the variable parameter based on the evaluation of the objective function. The quantum process is provided for execution by a quantum processor, and the quantum process provided for execution has the updated value assigned to the variable parameter.
1. A method comprising:
obtaining an initial value of a variable parameter of an ansatz preparation circuit, wherein the ansatz preparation circuit is a quantum logic circuit comprising quantum logic gates;
by operation of a quantum processor, generating an initial ansatz by executing the ansatz preparation circuit having the initial value assigned to the variable parameter;
by operation of the quantum processor, computing an expectation value based on the initial ansatz; and
by operation of a classical processor, computing an updated value of the variable parameter based on the expectation value.
2. The method of claim 1 , wherein computing the expectation value comprises projectively measuring a Hermitian matrix.
3. The method of claim 1 , wherein the expectation value is computed by a quantum expectation estimator, and wherein the ansatz preparation circuit and quantum expectation estimator are configured to operate as a quantum variational eigensolver.
4. The method of claim 1 , wherein the ansatz preparation circuit is configured to generate a unitary coupled cluster ansatz.
5. The method of claim 1 , comprising:
by operation of the quantum processor, generating an updated ansatz by executing the ansatz preparation circuit having the updated value assigned to the variable parameter;
by operation of the quantum processor, computing an updated expectation value based on the updated ansatz, wherein the updated expectation value is less than the expectation value that was computed based on the initial ansatz.
6. The method of claim 5 , wherein the updated expectation value represents an estimated ground state of an electronic structure Hamiltonian.
7. The method of claim 1 , wherein the variable parameter comprises a parameter of at least one of the quantum logic gates in the quantum logic circuit.
8. The method of claim 1 , wherein the variable parameter comprises a parameter of a control sequence that causes the quantum processor to execute at least one of the quantum logic gates.
9. The method of claim 1 , wherein the quantum processor comprises a superconducting quantum circuit, and the variable parameter corresponds to a parameter of a control signal that causes the superconducting quantum circuit to execute at least one of the quantum logic gates.
10. The method of claim 1 , wherein the updated value of the variable parameter is determined by executing a classical optimization process.
11. A computer system comprising:
a quantum processor configured to execute:
an ansatz preparation circuit comprising a variable parameter, wherein the ansatz preparation circuit is a quantum logic circuit comprising quantum logic gates;
a quantum expectation estimator configured to compute expectation values based on ansatzes prepared by the ansatz preparation circuit; and
a classical processor comprising a construction engine configured to iteratively improve a value of the variable parameter based on the expectation values computed by the quantum expectation estimator.
12. The computer system of claim 11 , wherein the quantum expectation estimator is configured to compute the expectation values by projectively measuring a Hermitian matrix.
13. The computer system of claim 11 , wherein the ansatz preparation circuit and quantum expectation estimator are configured to operate as a quantum variational eigensolver.
14. The computer system of claim 11 , wherein the ansatz preparation circuit is configured to generate a unitary coupled cluster ansatz.
15. The computer system of claim 11 , wherein the quantum processor is configured to:
generate an initial ansatz by executing the ansatz preparation circuit having an initial value assisted to the variable parameter;
generated an updated ansatz by executing the ansatz preparation circuit having an updated value assigned to the variable parameter, the updated value being computed by the classical processor; and
compute an updated expectation value based on the updated ansatz, wherein the updated expectation value is less than the expectation value that was computed based on the initial ansatz.
16. The computer system of claim 15 , wherein the updated expectation value represents an estimated ground state of an electronic structure Hamiltonian.
17. The computer system of claim 11 , wherein the variable parameter comprises a parameter of at least one of the quantum logic gates in the quantum logic circuit.
18. The computer system of claim 11 , wherein the variable parameter comprises a parameter of a control sequence that causes the quantum processor to execute at least one of the quantum logic gates.
19. The computer system of claim 11 , wherein the quantum processor comprises a superconducting quantum circuit, and the variable parameter corresponds to a parameter of a control signal that causes the superconducting quantum circuit to execute at least one of the quantum logic gates.
20. The computer system of claim 11 , wherein the updated value of the variable parameter is determined by executing a classical optimization process.