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Description
Environment
- Qiskit version: 1.3.0
- Python version: 3.10.12
- Operating system: Ubuntu 22.04 LTS on Windows 11 WSL
What is happening?
Ilan and I have found a possible miscompilation caused by the transpiler.
The resulting state-vector of the circuit after putting it through transpile()
changes abruptly after optimization level has been set to above 2, thereby also changing the states of the circuit upon measurement.
How can we reproduce the issue?
from qiskit import QuantumCircuit
from qiskit.transpiler import generate_preset_pass_manager
from qiskit.quantum_info import Statevector
from numpy import vdot
def simulate_circuit(qc : QuantumCircuit):
state = Statevector.from_int(0, 2**qc.num_qubits)
state = state.evolve(qc)
return state
def compare_statevectors(qc : QuantumCircuit):
# Need to set the seed for consistent transpiler pass results across optimisation levels
options = {'seed_transpiler': 1235}
sv0 = simulate_circuit(qc)
# Code for checking different levels of optimization levels and if they are the same
for i in range(4):
pass_manager = generate_preset_pass_manager(optimization_level=i, **options)
transpiled_circuit = pass_manager.run(qc)
sv = simulate_circuit(transpiled_circuit)
# Uncomment to see statevector
# print(sv)
if(sv0 == sv):
print("Level ", i, " passed")
else:
print("Failed level ", i, ". Dot product is: " , abs(vdot(sv0, sv)), "\n")
subcirc2 = QuantumCircuit(2)
subcirc2.z(0)
subcirc2.h(0)
subcirc2.z(0)
subcirc2.s(1)
subcirc2 = subcirc2.to_gate().control(1)
main_circ = QuantumCircuit(4)
main_circ.h(0)
main_circ.append(subcirc2,[0, 2, 3])
main_circ.append(subcirc2,[0, 2, 3])
main_circ.append(subcirc2,[0, 2, 3])
main_circ.h(2)
compare_statevectors(main_circ)
Running the above code will reveal that the state-vectors are different when the optimization level is above 2. The results will also be the same if the circuit was instead run on AerBackend
, with optimization levels 2 and 3 producing very different measured states than levels 0 and 1.
This is done on the latest version of qiskit (1.3.0), which we have compiled from source to get the latest fixes. However, it seems like this issue is also present in version 1.2.0.
What should happen?
The circuit should not have a different state-vector after putting it through the transpiler.
Any suggestions?
No response