81 lines
2.5 KiB
Python
81 lines
2.5 KiB
Python
from collections import deque
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import matplotlib.pyplot as plt
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import numpy as np
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import json
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from pyqcs import State, H, X, S, CZ
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from pyqcs.graph.state import GraphState
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from pyqcs.util.random_circuits import random_circuit
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from measure_circuit import execution_statistics
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def S_with_extra_arg(act, i):
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return S(act)
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def test_scaling_circuits(state_factory
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, nstart
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, nstop
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, step
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, nqbits
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, ncircuits
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, **kwargs):
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results = deque()
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for ngates in range(nstart, nstop, step):
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circuits = [random_circuit(nqbits, ngates, X, H, S_with_extra_arg, CZ)
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for _ in range(ncircuits)]
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state = state_factory(nqbits)
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print("running test with", ngates, "gates on", nqbits, "qbits")
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N, avg, std_dev = execution_statistics(circuits, state, scale=1, **kwargs)
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results.append([ngates, N, avg, std_dev])
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return np.array(results, dtype=np.double)
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if __name__ == "__main__":
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nstart = 400
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nstop = 2800
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step = 50
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ncircuits = 100
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nqbits0 = 100
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nqbits1 = 50
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seed = 0xdeadbeef
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np.random.seed(seed)
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results_graph0 = test_scaling_circuits(GraphState.new_zero_state
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, nstart
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, nstop
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, step
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, nqbits0
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, ncircuits
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, repeat=10)
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np.random.seed(seed)
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results_graph1 = test_scaling_circuits(GraphState.new_zero_state
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, nstart
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, nstop
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, step
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, nqbits1
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, ncircuits
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, repeat=10)
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np.savetxt("circuit_scaling_graph0.csv", results_graph0)
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print("saved results0 to circuit_scaling_graph0.csv")
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np.savetxt("circuit_scaling_graph1.csv", results_graph1)
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print("saved results1 to circuit_scaling_graph1.csv")
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meta = {
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"nstart": 400
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, "nstop": 1800
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, "step": 50
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, "ncircuits": 50
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, "nqbits0": 100
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, "nqbits1": 50
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, "seed": 0xdeadbeef}
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with open("circuit_scaling_meta.json", "w") as fout:
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json.dump(meta, fout)
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print("saved meta to circuit_scaling_meta.json")
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