def test_run_simulation_from_backend(self):
"""Construct from a backend and run a simulation."""
armonk_backend = FakeArmonk()
# manually override parameters to insulate from future changes to FakeArmonk
freq_est = 4.97e9
drive_est = 6.35e7
armonk_backend.defaults().qubit_freq_est = [freq_est]
armonk_backend.configuration().hamiltonian['h_str'] = [
'wq0*0.5*(I0-Z0)', 'omegad0*X0||D0'
]
armonk_backend.configuration().hamiltonian['vars'] = {
'wq0': 2 * np.pi * freq_est,
'omegad0': drive_est
}
armonk_backend.configuration().hamiltonian['qub'] = {'0': 2}
dt = 2.2222222222222221e-10
armonk_backend.configuration().dt = dt
armonk_sim = PulseSimulator.from_backend(armonk_backend)
armonk_sim.set_options(meas_level=2, meas_return='single', shots=1)
total_samples = 250
amp = np.pi / (drive_est * dt * total_samples)
sched = self._1Q_schedule(total_samples, amp)
# run and verify that a pi pulse had been done
result = armonk_sim.run(sched).result()
final_vec = result.get_statevector()
probabilities = np.abs(final_vec)**2
self.assertTrue(probabilities[0] < 1e-5)
self.assertTrue(probabilities[1] > 1 - 1e-5)
def test_validation_num_acquires(self):
"""Test that validation fails if 0 or >1 acquire is given in a schedule."""
test_sim = PulseSimulator.from_backend(FakeArmonk())
# check that too many acquires results in an error
qobj = assemble([self._1Q_schedule(num_acquires=2)],
backend=test_sim,
meas_level=2,
qubit_lo_freq=[0.],
meas_return='single',
shots=256)
try:
test_sim.run(qobj, validate=True).result()
except AerError as error:
self.assertTrue('does not support multiple Acquire' in error.message)
# check that no acquires results in an error
qobj = assemble([self._1Q_schedule(num_acquires=0)],
backend=test_sim,
meas_level=2,
qubit_lo_freq=[0.],
meas_return='single',
shots=256)
try:
test_sim.run(qobj, validate=True).result()
except AerError as error:
self.assertTrue('requires at least one Acquire' in error.message)
def test_set_system_model_from_backend(self):
"""Test setting system model when constructing from backend."""
armonk_backend = FakeArmonk()
system_model = self._system_model_1Q()
# these are 1q systems so this doesn't make sense but can still be used to test
system_model.u_channel_lo = [[UchannelLO(0, 1.0 + 0.0j)]]
armonk_sim = None
# construct backend and catch warning
with warnings.catch_warnings(record=True) as w:
# Cause all warnings to always be triggered.
warnings.simplefilter("always")
armonk_sim = PulseSimulator.from_backend(backend=armonk_backend,
system_model=system_model)
self.assertEqual(len(w), 1)
self.assertTrue('inconsistencies' in str(w[-1].message))
# check that system model properties have been imported
self.assertEqual(armonk_sim.configuration().dt, system_model.dt)
self.assertEqual(armonk_sim.configuration().u_channel_lo,
system_model.u_channel_lo)
def test_set_system_model_after_construction(self):
"""Test setting the system model after construction."""
system_model = self._system_model_1Q()
# these are 1q systems so this doesn't make sense but can still be used to test
system_model.u_channel_lo = [[UchannelLO(0, 1.0 + 0.0j)]]
# first test setting after construction with no hamiltonian
test_sim = PulseSimulator()
with warnings.catch_warnings(record=True) as w:
# Cause all warnings to always be triggered.
warnings.simplefilter("always")
test_sim.set_options(system_model=system_model)
self.assertEqual(len(w), 0)
# check that system model properties have been imported
self.assertEqual(test_sim._system_model, system_model)
self.assertEqual(test_sim.configuration().dt, system_model.dt)
self.assertEqual(test_sim.configuration().u_channel_lo,
system_model.u_channel_lo)
# next, construct a pulse simulator with a config containing a Hamiltonian and observe
# warnings
armonk_backend = FakeArmonk()
test_sim = PulseSimulator(configuration=armonk_backend.configuration())
# add system model and verify warning is raised
with warnings.catch_warnings(record=True) as w:
# Cause all warnings to always be triggered.
warnings.simplefilter("always")
armonk_sim = test_sim.set_options(system_model=system_model)
self.assertEqual(len(w), 1)
self.assertTrue('inconsistencies' in str(w[-1].message))
self.assertEqual(test_sim.configuration().dt, system_model.dt)
self.assertEqual(test_sim.configuration().u_channel_lo,
system_model.u_channel_lo)
# The pulse simulator
from qiskit.providers.aer import PulseSimulator
# Object for representing physical models
from qiskit.providers.aer.pulse import PulseSystemModel
from qiskit.providers.aer.pulse import duffing_system_model
# Mock Armonk backend
from qiskit.test.mock.backends.armonk.fake_armonk import FakeArmonk
# In[191]:
armonk_backend = FakeArmonk()
# In[192]:
freq_est = 4.97e9
drive_est = 6.35e7
armonk_backend.defaults().qubit_freq_est = [freq_est]
armonk_backend.configuration().hamiltonian['h_str']= ['wq0*0.5*(I0-Z0)', 'omegad0*X0||D0']
armonk_backend.configuration().hamiltonian['vars'] = {'wq0': 2 * np.pi * freq_est, 'omegad0': drive_est}
armonk_backend.configuration().hamiltonian['qub'] = {'0': 2}
armonk_backend.configuration().dt = 2.2222222222222221e-10
# In[200]: