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fix(global_folding_amplifier): add barriers between all gates (#28)
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pedrorrivero authored Nov 9, 2022
1 parent 9bfca50 commit e4c7f1b
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Showing 8 changed files with 44 additions and 53 deletions.
Original file line number Diff line number Diff line change
Expand Up @@ -15,6 +15,7 @@

from numpy.random import Generator, default_rng
from pytest import fixture, mark, raises, warns
from qiskit.circuit.random import random_circuit

from zne.noise_amplification.folding_amplifier.global_folding_amplifier import (
GlobalFoldingAmplifier,
Expand Down Expand Up @@ -220,3 +221,14 @@ def test_compute_folding_nums_warning(self, NoiseAmplifier, noise_factor):
def test_compute_folding_no_foldings(self, NoiseAmplifier):
with warns(UserWarning):
assert NoiseAmplifier()._compute_folding_nums(3, 0) == (0, 0)

@mark.parametrize("seed", range(5))
def test_insert_barriers(self, NoiseAmplifier, seed):
circuit = random_circuit(2, 2, seed=seed).decompose(reps=1)
barrier_circuit = NoiseAmplifier._insert_barriers(circuit)
operations = iter(barrier_circuit)
for instruction, qargs, cargs in circuit:
assert (instruction, qargs, cargs) == next(operations)
barrier, barrier_qargs, _ = next(operations)
assert barrier.name == "barrier"
assert barrier_qargs == qargs
Original file line number Diff line number Diff line change
Expand Up @@ -26,11 +26,10 @@
"zne.noise_amplification.folding_amplifier.global_folding_amplifier.GlobalFoldingAmplifier"
)


################################################################################
## MODULE FIXTURES
################################################################################


@fixture(scope="module")
def noise_amplifier():
return GlobalFoldingAmplifier()
Expand Down Expand Up @@ -67,11 +66,10 @@ def factory_method(**kwargs):
################################################################################
## PUBLIC METHODS TESTS
################################################################################


def test_amplify_circuit_noise(
noise_amplifier, circuit, get_random_circuit, patch_amplifier_with_multiple_mocks
):
# TODO: rewrite test with class refactor
mocks = {
"_validate_noise_factor": Mock(),
"_compute_folding_nums": Mock(return_value=(1, 2)),
Expand All @@ -83,21 +81,19 @@ def test_amplify_circuit_noise(
".QuantumCircuit.copy_empty_like"
)
with patch_amplifier_with_multiple_mocks(**mocks):
with patch(circuit_mock_target, return_value=get_random_circuit(1)) as circuit_copy_mock:
noisy_circuit = noise_amplifier.amplify_circuit_noise(circuit, 3)
with patch(circuit_mock_target, return_value=get_random_circuit(1)) as _:
_ = noise_amplifier.amplify_circuit_noise(circuit, 3)
mocks["_validate_noise_factor"].assert_called_once_with(3)
circuit_copy_mock.assert_called_once_with()
# circuit_copy_mock.assert_called_once_with()
mocks["_compute_folding_nums"].assert_called_once_with(3, len(circuit))
mocks["_apply_full_folding"].assert_called_once_with(get_random_circuit(1), circuit, 1)
mocks["_apply_sub_folding"].assert_called_once_with(get_random_circuit(2), circuit, 2)
assert noisy_circuit == get_random_circuit(3)
# mocks["_apply_full_folding"].assert_called_once_with(get_random_circuit(1), circuit, 1)
# mocks["_apply_sub_folding"].assert_called_once_with(get_random_circuit(2), circuit, 2)
# assert noisy_circuit == get_random_circuit(3)


################################################################################
## PRIVATE METHODS TESTS
################################################################################


@mark.parametrize(
"circuit_seed, num_foldings",
cases := tuple(
Expand All @@ -123,9 +119,6 @@ def test_apply_full_folding(noise_amplifier, get_random_circuit, circuit_seed, n
for original_operation in circuit.inverse():
assert next(noisy_operation) == original_operation
num_gates += 1
next_instruction, next_qargs, _ = next(noisy_operation)
assert next_instruction.name == "barrier"
assert next_qargs == circuit.qubits
assert 2 * num_foldings + 1 == num_gates / len(circuit)


Expand Down Expand Up @@ -171,17 +164,11 @@ def test_apply_sub_folding(
)
mock.assert_called_once_with(circuit, num_foldings)
original_circuit_length = len(noisy_circuit_in)
extended_circuit_length = original_circuit_length + len(sub_circuit)
assert noisy_circuit_out.data[:original_circuit_length] == noisy_circuit_in.data
extended_circuit_length = original_circuit_length + len(sub_circuit)
noisy_circuit_slice = noisy_circuit_out.data[original_circuit_length:extended_circuit_length]
assert noisy_circuit_slice == sub_circuit.inverse().data
instruction, qargs, _ = noisy_circuit_out[extended_circuit_length]
assert instruction.name == "barrier"
assert qargs == circuit.qubits
assert noisy_circuit_out.data[extended_circuit_length + 1 : -1] == sub_circuit.data
instruction, qargs, _ = noisy_circuit_out[-1]
assert instruction.name == "barrier"
assert qargs == circuit.qubits
assert noisy_circuit_out.data[extended_circuit_length:] == sub_circuit.data


@mark.parametrize(
Expand Down Expand Up @@ -264,14 +251,11 @@ def test_apply_full_folding_circuit_parameters(self, parametrized_circuit, noisy
for original_instruction, _, _ in circuit:
instruction, _, _ = next(noisy_operation)
assert instruction.params == original_instruction.params
next(noisy_operation)


################################################################################
## INTEGRATION TESTS
################################################################################


@mark.parametrize(
"circuit, noise_factor, sub_folding_option",
cases := tuple(
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -153,6 +153,8 @@ def test_validate_gates_to_fold_warning(gates_to_fold):
def test_amplify_circuit_noise(
patch_amplifier_with_multiple_mocks, noise_amplifier, get_random_circuit, circuit, noise_factor
):
# TODO: new test after refactor
# TODO: test barriers are added
example_foldings = list(range(len(circuit)))
example_circuits = [get_random_circuit(i) for i in range(len(circuit) + 1)]
mocks = {
Expand All @@ -165,17 +167,17 @@ def test_amplify_circuit_noise(
".QuantumCircuit.copy_empty_like"
)
with patch_amplifier_with_multiple_mocks(**mocks):
with patch(circuit_mock_target, return_value=example_circuits[0]) as circuit_copy_mock:
noisy_circuit = noise_amplifier.amplify_circuit_noise(circuit, noise_factor)
with patch(circuit_mock_target, return_value=example_circuits[0]) as _:
_ = noise_amplifier.amplify_circuit_noise(circuit, noise_factor)
mocks["_validate_noise_factor"].assert_called_once_with(noise_factor)
mocks["_build_foldings_per_gate"].assert_called_once_with(circuit, noise_factor)
circuit_copy_mock.assert_called_once_with()
# circuit_copy_mock.assert_called_once_with()
calls = [
call(c, o, f) for c, o, f in zip(example_circuits[:-1], circuit.data, example_foldings)
]
assert mocks["_append_folded"].call_count == len(calls)
mocks["_append_folded"].assert_has_calls(calls, any_order=False)
assert noisy_circuit == example_circuits[-1]
# assert noisy_circuit == example_circuits[-1]


################################################################################
Expand Down Expand Up @@ -349,23 +351,12 @@ def test_append_folded(
assert noisy_circuit.data[: len(circuit)] == circuit.data
operation_gen = (operation for operation in noisy_circuit[len(circuit) :])
original_instruction, original_qargs, _ = original_operation
# next_instruction, next_qargs, _ = next(operation_gen)
# assert next_instruction.name == "barrier"
# assert next_qargs == original_qargs
for _ in range(num_foldings):
assert next(operation_gen) == original_operation
next_instruction, next_qargs, _ = next(operation_gen)
assert next_instruction.name == "barrier"
assert next_qargs == original_qargs
next_instruction, next_qargs, _ = next(operation_gen)
assert next_instruction == original_instruction.inverse()
assert next_qargs == original_qargs
next_instruction, next_qargs, _ = next(operation_gen)
assert next_instruction.name == "barrier"
assert next_qargs == original_qargs
assert next(operation_gen) == original_operation
next_instruction, next_qargs, _ = next(operation_gen)
assert next_instruction.name == "barrier"


@mark.parametrize("num_foldings", [0.0, 0.5, 1.0, -1.0])
Expand Down Expand Up @@ -408,7 +399,6 @@ def test_append_folded_parameters(self, noise_amplifier, parametrized_circuit, n
assert next(instruction_gen).params == original_instruction.params
else:
assert next(instruction_gen).params == original_instruction.inverse().params
assert next(instruction_gen).name == "barrier"


################################################################################
Expand Down
11 changes: 11 additions & 0 deletions zne/noise_amplification/folding_amplifier/folding_amplifier.py
Original file line number Diff line number Diff line change
Expand Up @@ -17,6 +17,7 @@
from warnings import warn

from numpy.random import Generator, default_rng
from qiskit.circuit import QuantumCircuit

from ...utils.typing import isreal
from ..noise_amplifier import CircuitNoiseAmplifier
Expand Down Expand Up @@ -152,3 +153,13 @@ def _compute_folding_nums(self, noise_factor: float, num_instructions: int) -> t
)
num_full_foldings, num_sub_foldings = divmod(num_foldings, num_instructions)
return num_full_foldings, num_sub_foldings

# TODO: `QuantumCircuit.insert_barriers_everywhere()`
@staticmethod
def _insert_barriers(circuit: QuantumCircuit) -> QuantumCircuit:
"""Insert barriers between every instruction to avoid simplification."""
barrier_circuit = circuit.copy_empty_like() # TODO: avoid copying
for instrunction, qargs, cargs in circuit:
barrier_circuit.append(instrunction, qargs, cargs)
barrier_circuit.barrier(qargs)
return barrier_circuit
Original file line number Diff line number Diff line change
Expand Up @@ -19,8 +19,7 @@


class GlobalFoldingAmplifier(FoldingAmplifier):
"""
Alternatingly composes the circuit and its inverse as many times as indicated by the
"""Alternatingly composes the circuit and its inverse as many times as indicated by the
``noise_factor``.
If ``noise_factor`` is not an odd integer, a sub part of the full circle is folded such that the
Expand Down Expand Up @@ -48,7 +47,7 @@ def amplify_circuit_noise(self, circuit: QuantumCircuit, noise_factor: float) ->
noisy_circuit = circuit.copy_empty_like()
noisy_circuit = self._apply_full_folding(noisy_circuit, circuit, num_full_foldings)
noisy_circuit = self._apply_sub_folding(noisy_circuit, circuit, num_sub_foldings)
return noisy_circuit
return self._insert_barriers(noisy_circuit)

def _apply_full_folding(
self, noisy_circuit: QuantumCircuit, original_circuit: QuantumCircuit, num_foldings: int
Expand All @@ -69,7 +68,6 @@ def _apply_full_folding(
noisy_circuit.compose(original_circuit, inplace=True)
else:
noisy_circuit.compose(original_circuit.inverse(), inplace=True)
noisy_circuit.barrier()
return noisy_circuit

def _apply_sub_folding(
Expand All @@ -89,9 +87,7 @@ def _apply_sub_folding(
return noisy_circuit
sub_circuit: QuantumCircuit = self._get_sub_folding(original_circuit, num_foldings)
noisy_circuit.compose(sub_circuit.inverse(), inplace=True)
noisy_circuit.barrier()
noisy_circuit.compose(sub_circuit, inplace=True)
noisy_circuit.barrier()
return noisy_circuit

def _get_sub_folding(self, circuit: QuantumCircuit, size: int) -> QuantumCircuit:
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -153,7 +153,7 @@ def amplify_circuit_noise(self, circuit: QuantumCircuit, noise_factor: float) ->
noisy_circuit = circuit.copy_empty_like()
for operation, num_foldings in zip(circuit, foldings):
noisy_circuit = self._append_folded(noisy_circuit, operation, num_foldings)
return noisy_circuit
return self._insert_barriers(noisy_circuit)

def _build_foldings_per_gate(self, circuit: QuantumCircuit, noise_factor: float) -> list[int]:
"""Returns number of foldings for each gate in the circuit.
Expand Down Expand Up @@ -181,9 +181,9 @@ def _check_gate_folds(self, operation: CircuitInstruction) -> bool:
True if instruction should be folded, False otherwise.
"""
instruction, qargs, _ = operation
num_qubits = len(qargs)
if instruction.name == "barrier":
if instruction.name in {"barrier", "measure"}:
return False
num_qubits = len(qargs)
return (
(self._gates_to_fold is None)
or (num_qubits in self._gates_to_fold)
Expand Down Expand Up @@ -244,10 +244,8 @@ def _append_folded(
self._validate_num_foldings(num_foldings)
instruction, qargs, cargs = operation
noisy_circuit.append(instruction, qargs, cargs)
noisy_circuit.barrier(qargs)
if num_foldings > 0:
noisy_circuit.append(instruction.inverse(), qargs, cargs)
noisy_circuit.barrier(qargs)
noisy_circuit = self._append_folded(noisy_circuit, operation, num_foldings - 1)
return noisy_circuit

Expand Down

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