def test_measure_sampling_with_quantum_noise(self):
"""Test QasmSimulator measure with deterministic counts with sampling and readout-error"""
readout_error = [0.01, 0.1]
noise_model = NoiseModel()
depolarizing = {'u3': (1, 0.001), 'cx': (2, 0.02)}
readout = [[1.0 - readout_error[0], readout_error[0]],
[readout_error[1], 1.0 - readout_error[1]]]
noise_model.add_all_qubit_readout_error(ReadoutError(readout))
for gate, (num_qubits, gate_error) in depolarizing.items():
noise_model.add_all_qubit_quantum_error(
depolarizing_error(gate_error, num_qubits), gate)
shots = 1000
circuits = ref_measure.measure_circuits_deterministic(
allow_sampling=True)
targets = ref_measure.measure_counts_deterministic(shots)
qobj = assemble(circuits, self.SIMULATOR, shots=shots)
result = self.SIMULATOR.run(
qobj, noise_model=noise_model,
backend_options=self.BACKEND_OPTS).result()
self.is_completed(result)
for res in result.results:
self.assertIn("measure_sampling", res.metadata)
self.assertEqual(res.metadata["measure_sampling"], False)
# Test sampling was disabled
for res in result.results:
self.assertIn("measure_sampling", res.metadata)
self.assertEqual(res.metadata["measure_sampling"], False)
def test_measure_sampling_with_quantum_noise(self):
"""Test QasmSimulator measure with deterministic counts with sampling and readout-error"""
readout_error = [0.01, 0.1]
noise_model = NoiseModel()
depolarizing = {'u3': (1, 0.001), 'cx': (2, 0.02)}
readout = [[1.0 - readout_error[0], readout_error[0]],
[readout_error[1], 1.0 - readout_error[1]]]
noise_model.add_all_qubit_readout_error(ReadoutError(readout))
for gate, (num_qubits, gate_error) in depolarizing.items():
noise_model.add_all_qubit_quantum_error(
depolarizing_error(gate_error, num_qubits), gate)
shots = 1000
circuits = ref_measure.measure_circuits_deterministic(
allow_sampling=True)
targets = ref_measure.measure_counts_deterministic(shots)
qobj = assemble(circuits, self.SIMULATOR, shots=shots)
result = self.SIMULATOR.run(
qobj, noise_model=noise_model,
backend_options=self.BACKEND_OPTS).result()
self.assertTrue(getattr(result, 'success', False))
sampling = (self.BACKEND_OPTS.get(
"method", "automatic").startswith("density_matrix"))
self.compare_result_metadata(result, circuits, "measure_sampling",
sampling)
def test_measure(self):
"""Test StatevectorSimulator measure with deterministic counts"""
circuits = ref_measure.measure_circuits_deterministic(allow_sampling=True)
targets = ref_measure.measure_statevector_deterministic()
job = execute(circuits, StatevectorSimulator(), shots=1)
result = job.result()
self.assertTrue(getattr(result, 'success', False))
self.compare_statevector(result, circuits, targets)
def test_measure(self):
"""Test StatevectorSimulator measure with deterministic counts"""
circuits = ref_measure.measure_circuits_deterministic(
allow_sampling=True)
targets = ref_measure.measure_statevector_deterministic()
job = execute(circuits, self.SIMULATOR, shots=1, **self.BACKEND_OPTS)
result = job.result()
self.assertSuccess(result)
self.compare_statevector(result, circuits, targets)
def test_measure(self, device):
"""Test StatevectorSimulator measure with deterministic counts"""
backend = self.backend(device=device)
circuits = ref_measure.measure_circuits_deterministic(
allow_sampling=True)
circuits = transpile(circuits, backend, optimization_level=1)
result = backend.run(circuits, shots=1).result()
targets = ref_measure.measure_statevector_deterministic()
self.assertSuccess(result)
self.compare_statevector(result, circuits, targets)
def test_measure_deterministic_without_sampling(self):
"""Test QasmSimulator measure with deterministic counts without sampling"""
shots = 100
circuits = ref_measure.measure_circuits_deterministic(
allow_sampling=False)
targets = ref_measure.measure_counts_deterministic(shots)
qobj = assemble(circuits, self.SIMULATOR, shots=shots)
result = self.SIMULATOR.run(
qobj, backend_options=self.BACKEND_OPTS).result()
self.is_completed(result)
self.compare_counts(result, circuits, targets, delta=0)
def test_measure_deterministic_without_sampling(self):
"""Test ExtendedStabilizer measure with deterministic counts without sampling"""
shots = 100
circuits = ref_measure.measure_circuits_deterministic(
allow_sampling=False)
qobj = assemble(circuits, QasmSimulator(), shots=shots)
targets = ref_measure.measure_counts_deterministic(shots)
job = QasmSimulator().run(qobj, backend_options=self.BACKEND_OPTS)
result = job.result()
self.assertTrue(getattr(result, 'success', False))
self.compare_counts(result, circuits, targets, delta=0)
def test_measure_deterministic_with_sampling(self):
"""Test ExtendedStabilizer measure with deterministic counts with sampling"""
shots = 100
circuits = ref_measure.measure_circuits_deterministic(
allow_sampling=True)
qobj = assemble(circuits, QasmSimulator(), shots=shots)
targets = ref_measure.measure_counts_deterministic(shots)
job = QasmSimulator().run(qobj, **self.BACKEND_OPTS_SAMPLING)
result = job.result()
self.assertSuccess(result)
self.compare_counts(result, circuits, targets, delta=0)
def test_measure_deterministic_without_sampling(self):
"""Test ExtendedStabilizer measure with deterministic counts without sampling"""
shots = 100
circuits = ref_measure.measure_circuits_deterministic(
allow_sampling=False)
qobj = assemble(circuits, QasmSimulator(), shots=shots)
targets = ref_measure.measure_counts_deterministic(shots)
job = QasmSimulator().run(
qobj, backend_options={"method": "extended_stabilizer"})
result = job.result()
self.is_completed(result)
self.compare_counts(result, circuits, targets, delta=0)
def test_measure_deterministic_without_sampling(self):
"""Test QasmSimulator measure with deterministic counts without sampling"""
shots = 100
circuits = ref_measure.measure_circuits_deterministic(
allow_sampling=False)
target_counts = ref_measure.measure_counts_deterministic(shots)
target_memory = ref_measure.measure_memory_deterministic(shots)
qobj = assemble(circuits, self.SIMULATOR, shots=shots, memory=True)
result = self.SIMULATOR.run(qobj, **self.BACKEND_OPTS).result()
self.assertSuccess(result)
self.compare_counts(result, circuits, target_counts, delta=0)
self.compare_memory(result, circuits, target_memory)
def test_measure_deterministic_with_sampling(self):
"""Test QasmSimulator measure with deterministic counts with sampling"""
shots = 100
circuits = ref_measure.measure_circuits_deterministic(
allow_sampling=True)
target_counts = ref_measure.measure_counts_deterministic(shots)
target_memory = ref_measure.measure_memory_deterministic(shots)
qobj = assemble(circuits, self.SIMULATOR, shots=shots, memory=True)
result = self.SIMULATOR.run(
qobj, backend_options=self.BACKEND_OPTS).result()
self.assertTrue(getattr(result, 'success', False))
self.compare_counts(result, circuits, target_counts, delta=0)
self.compare_memory(result, circuits, target_memory)
self.compare_result_metadata(result, circuits, "measure_sampling", True)
def test_measure_deterministic_without_sampling(self, method, device):
"""Test AerSimulator measure with deterministic counts without sampling"""
backend = self.backend(method=method, device=device)
shots = 100
circuits = ref_measure.measure_circuits_deterministic(
allow_sampling=False)
target_counts = ref_measure.measure_counts_deterministic(shots)
target_memory = ref_measure.measure_memory_deterministic(shots)
result = backend.run(circuits, memory=True, shots=shots).result()
self.assertSuccess(result)
self.compare_counts(result, circuits, target_counts, delta=0)
self.compare_memory(result, circuits, target_memory)
self.compare_result_metadata(result, circuits, "measure_sampling",
False)
def test_measure_deterministic_without_sampling(self):
"""Test QasmSimulator measure with deterministic counts without sampling"""
shots = 100
circuits = ref_measure.measure_circuits_deterministic(
allow_sampling=False)
targets = ref_measure.measure_counts_deterministic(shots)
qobj = assemble(circuits, self.SIMULATOR, shots=shots)
result = self.SIMULATOR.run(
qobj, backend_options=self.BACKEND_OPTS).result()
self.is_completed(result)
self.compare_counts(result, circuits, targets, delta=0)
# Test sampling was disabled
for res in result.results:
self.assertIn("measure_sampling", res.metadata)
self.assertEqual(res.metadata["measure_sampling"], False)
def test_measure_sampling_with_readouterror(self):
"""Test QasmSimulator measure with deterministic counts with sampling and readout-error"""
readout_error = [0.01, 0.1]
noise_model = NoiseModel()
readout = [[1.0 - readout_error[0], readout_error[0]],
[readout_error[1], 1.0 - readout_error[1]]]
noise_model.add_all_qubit_readout_error(ReadoutError(readout))
shots = 1000
circuits = ref_measure.measure_circuits_deterministic(
allow_sampling=True)
targets = ref_measure.measure_counts_deterministic(shots)
qobj = assemble(circuits, self.SIMULATOR, shots=shots)
result = self.SIMULATOR.run(qobj,
noise_model=noise_model,
**self.BACKEND_OPTS).result()
self.assertSuccess(result)
def test_measure_sampling_with_readouterror(self, method, device):
"""Test AerSimulator measure with deterministic counts with sampling and readout-error"""
readout_error = [0.01, 0.1]
noise_model = NoiseModel()
readout = [[1.0 - readout_error[0], readout_error[0]],
[readout_error[1], 1.0 - readout_error[1]]]
noise_model.add_all_qubit_readout_error(ReadoutError(readout))
backend = self.backend(method=method,
device=device,
noise_model=noise_model)
shots = 1000
circuits = ref_measure.measure_circuits_deterministic(
allow_sampling=True)
targets = ref_measure.measure_counts_deterministic(shots)
result = backend.run(circuits, shots=shots).result()
self.assertSuccess(result)
self.compare_result_metadata(result, circuits, "measure_sampling",
True)
def test_measure_sampling_with_quantum_noise(self):
"""Test QasmSimulator measure with deterministic counts with sampling and readout-error"""
readout_error = [0.01, 0.1]
noise_model = NoiseModel()
depolarizing = {'u3': (1, 0.001), 'cx': (2, 0.02)}
readout = [[1.0 - readout_error[0], readout_error[0]],
[readout_error[1], 1.0 - readout_error[1]]]
noise_model.add_all_qubit_readout_error(ReadoutError(readout))
for gate, (num_qubits, gate_error) in depolarizing.items():
noise_model.add_all_qubit_quantum_error(
depolarizing_error(gate_error, num_qubits), gate)
shots = 1000
circuits = ref_measure.measure_circuits_deterministic(
allow_sampling=True)
targets = ref_measure.measure_counts_deterministic(shots)
qobj = assemble(circuits, self.SIMULATOR, shots=shots)
result = self.SIMULATOR.run(qobj,
noise_model=noise_model,
**self.BACKEND_OPTS).result()
self.assertSuccess(result)
def test_measure_sampling_with_readouterror(self):
"""Test QasmSimulator measure with deterministic counts with sampling and readout-error"""
readout_error = [0.01, 0.1]
noise_model = NoiseModel()
readout = [[1.0 - readout_error[0], readout_error[0]],
[readout_error[1], 1.0 - readout_error[1]]]
noise_model.add_all_qubit_readout_error(ReadoutError(readout))
shots = 1000
circuits = ref_measure.measure_circuits_deterministic(
allow_sampling=True)
targets = ref_measure.measure_counts_deterministic(shots)
qobj = assemble(circuits, self.SIMULATOR, shots=shots)
result = self.SIMULATOR.run(
qobj, noise_model=noise_model,
backend_options=self.BACKEND_OPTS).result()
self.is_completed(result)
# Test sampling was disabled
for res in result.results:
self.assertIn("measure_sampling", res.metadata)
self.assertEqual(res.metadata["measure_sampling"], True)
def test_measure_sampling_with_quantum_noise(self, method, device):
"""Test AerSimulator measure with deterministic counts with sampling and readout-error"""
readout_error = [0.01, 0.1]
noise_model = NoiseModel()
depolarizing = {'u3': (1, 0.001), 'cx': (2, 0.02)}
readout = [[1.0 - readout_error[0], readout_error[0]],
[readout_error[1], 1.0 - readout_error[1]]]
noise_model.add_all_qubit_readout_error(ReadoutError(readout))
for gate, (num_qubits, gate_error) in depolarizing.items():
noise_model.add_all_qubit_quantum_error(
depolarizing_error(gate_error, num_qubits), gate)
backend = self.backend(method=method,
device=device,
noise_model=noise_model)
shots = 1000
circuits = ref_measure.measure_circuits_deterministic(
allow_sampling=True)
targets = ref_measure.measure_counts_deterministic(shots)
result = backend.run(circuits, shots=shots).result()
self.assertSuccess(result)
sampling = (method == "density_matrix")
self.compare_result_metadata(result, circuits, "measure_sampling",
sampling)
