feat: classical thread and quantum thread

[lucky9-cyou]

• [ ] add output registers
• [ ] add endpoint to get output and registers number
• [x] simple return mode support, like sequence, min/max, aggregation
• [ ] add expectation computation
• [x] add statevector expectation computation
• [x] quantum and classical thread
• [x] new structure of task, include classical control and qasm2
• [ ] some vqe algorithm support
• [ ] complex operator expectation computation

[lucky9-cyou]

variable.json

{
    "variable_01": 0.0,
    "variable_02": 0.0
}

qasm

OPENQASM 2.0;
include "qelib1.inc";
qreg q[2];
creg c[2];
h q[0];
cx q[0], q[1];
ry(variable_01) q[3];
measure q -> c;

NOTE: please make sure the variable name is not the same with other string, like creg

[lucky9-cyou]

z expectation: [[1, 0], [0, -1]] $|1>$ -1, $|0>$ 1

[lucky9-cyou]

https://en.wikipedia.org/wiki/Simultaneous_perturbation_stochastic_approximation

[lucky9-cyou]

[lucky9-cyou]

• [ ] add constrain for agent
• [ ] grpc: https://grpc.io/docs/what-is-grpc/introduction/
• [ ] qubic 2: https://arxiv.org/pdf/2309.10333