Created
May 22, 2020 12:03
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# Script to retrieve the characteristics of the available backends in IBM Quantum Experience | |
# by Jaime Sevilla, based on a script from Douglas T. McClure | |
# Importing standard Qiskit libraries and configuring account | |
from qiskit import QuantumCircuit, execute, Aer, IBMQ | |
from qiskit.compiler import transpile, assemble | |
from qiskit.tools.jupyter import * | |
from qiskit.visualization import * | |
# Loading your IBM Q account(s) | |
provider = IBMQ.load_account() | |
# from qiskit import IBMQ | |
provider = IBMQ.load_account() | |
from datetime import date, timedelta | |
# Iterate over the backends, printing the characteristics | |
for backend in provider.backends(): | |
# We are not interested in calibration | |
if backend.configuration().simulator: | |
continue | |
# Search for earliest available calibration | |
date_t = date(2010, 1, 1) | |
limit = date.today() | |
delta = timedelta(weeks=4) | |
while True: | |
prop = backend.properties(datetime=date_t) | |
if prop is not None: break | |
date_t += delta | |
if date_t > limit: raise Error | |
print(f"backend = {prop.backend_name}") | |
print(f"online date = {backend.configuration().online_date}") | |
print(f"earliest calibration date = {date_t}") | |
print(f"n qubits = {backend.configuration().n_qubits}") | |
err_rates = [] | |
for gate in prop.gates: | |
if gate.gate == 'cx': | |
err_rates.append(gate.parameters[0].value) | |
if len(err_rates) > 0: | |
print(f"average error rate = {sum(err_rates)/len(err_rates)}") | |
print("") |
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