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SWAP removal #36

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Oct 10, 2024
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Original file line number Diff line number Diff line change
Expand Up @@ -11,6 +11,7 @@
from qiskit.circuit.library import CXGate

from qopt_best_practices.transpilation.qaoa_construction_pass import QAOAConstructionPass
from qopt_best_practices.transpilation.swap_cancellation_pass import SwapToFinalMapping


def qaoa_swap_strategy_pm(config: Dict[str, Any]):
Expand Down Expand Up @@ -39,6 +40,7 @@ def qaoa_swap_strategy_pm(config: Dict[str, Any]):
swap_strategy,
edge_coloring,
),
SwapToFinalMapping(),
HighLevelSynthesis(basis_gates=basis_gates),
InverseCancellation(gates_to_cancel=[CXGate()]),
QAOAConstructionPass(num_layers),
Expand Down
44 changes: 44 additions & 0 deletions qopt_best_practices/transpilation/swap_cancellation_pass.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,44 @@
"""Pass to remove SWAP gates that are not needed."""

from qiskit.dagcircuit import DAGOutNode, DAGCircuit
from qiskit.transpiler import TransformationPass


class SwapToFinalMapping(TransformationPass):
"""Absorb any redundent SWAPs in the final layout.

This pass should be executed after a SWAPStrategy has been applied to a block
of commuting gates. It will remove any final redundent SWAP gates and absorb
them into the virtual layout. This effectively undoes any possibly redundent
SWAP gates that the SWAPStrategy may have inserted.
"""

def run(self, dag: DAGCircuit):
"""run the pass."""

qmap = self.property_set["virtual_permutation_layout"]

qreg = dag.qregs[next(iter(dag.qregs))]

# This will remove SWAP gates that are applied before anything else
# This remove is executed multiple times until there are no more SWAP
# gates left to remove. Note: a more inteligent DAG traversal could
# be implemented here.

done = False

while not done:
permuted = False
for node in dag.topological_op_nodes():
if node.op.name == "swap":
successors = list(dag.successors(node))
if len(successors) == 2:
if all(isinstance(successors[idx], DAGOutNode) for idx in [0, 1]):
bits = [qreg.index(qubit) for qubit in node.qargs]
qmap[bits[0]], qmap[bits[1]] = qmap[bits[1]], qmap[bits[0]]
dag.remove_op_node(node)
permuted = True

done = not permuted

return dag
41 changes: 40 additions & 1 deletion test/test_qaoa_construction.py
Original file line number Diff line number Diff line change
Expand Up @@ -9,10 +9,16 @@
from qiskit.primitives import StatevectorEstimator
from qiskit.quantum_info import SparsePauliOp
from qiskit.transpiler import PassManager
from qiskit.transpiler.passes.routing.commuting_2q_gate_routing import SwapStrategy
from qiskit.transpiler.passes import HighLevelSynthesis
from qiskit.transpiler.passes.routing.commuting_2q_gate_routing import (
SwapStrategy,
FindCommutingPauliEvolutions,
Commuting2qGateRouter,
)

from qopt_best_practices.transpilation.qaoa_construction_pass import QAOAConstructionPass
from qopt_best_practices.transpilation.preset_qaoa_passmanager import qaoa_swap_strategy_pm
from qopt_best_practices.transpilation.swap_cancellation_pass import SwapToFinalMapping


class TestQAOAConstruction(TestCase):
Expand Down Expand Up @@ -95,3 +101,36 @@ def test_depth_two_qaoa_pass(self):
)

self.assertAlmostEqual(value, expected)

def test_swap_construction(self):
"""Test that redundent SWAP gates are removed."""
cost_op = SparsePauliOp.from_list(
[("IIIIZZ", 1), ("IIZZII", 1), ("ZZIIII", 1), ("IIZIIZ", 1)],
)

ansatz = QAOAAnsatz(
cost_op, reps=1, initial_state=QuantumCircuit(6), mixer_operator=QuantumCircuit(6)
)

# Test with the SWAP removal
qaoa_pm = PassManager(
[
HighLevelSynthesis(basis_gates=["PauliEvolution"]),
FindCommutingPauliEvolutions(),
Commuting2qGateRouter(SwapStrategy.from_line(range(6))),
SwapToFinalMapping(),
]
)

self.assertEqual(qaoa_pm.run(ansatz).count_ops()["swap"], 2)

# Test without the SWAP removal
qaoa_pm = PassManager(
[
HighLevelSynthesis(basis_gates=["PauliEvolution"]),
FindCommutingPauliEvolutions(),
Commuting2qGateRouter(SwapStrategy.from_line(range(6))),
]
)

self.assertEqual(qaoa_pm.run(ansatz).count_ops()["swap"], 3)
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