From 355fcd0a1a7785875fd4145de412067f301eb7dd Mon Sep 17 00:00:00 2001 From: MatteoRobbiati Date: Fri, 19 Apr 2024 11:52:21 +0200 Subject: [PATCH 1/6] test: fourier reuploading dummy test --- tests/test_models_reuploading.py | 10 ++++++++++ 1 file changed, 10 insertions(+) diff --git a/tests/test_models_reuploading.py b/tests/test_models_reuploading.py index 7aa0c2f..7178269 100644 --- a/tests/test_models_reuploading.py +++ b/tests/test_models_reuploading.py @@ -12,3 +12,13 @@ def test_reuloading_u3(): model.inject_data((0.4, 0.5, 0.6)) new_angles = model.circuit.get_parameters() assert init_angles != new_angles + + +def test_reuloading_fourier(): + model = FourierReuploading( + nqubits=NQUBITS, nlayers=NLAYERS, data_dimensionality=DATADIM + ) + init_angles = model.circuit.get_parameters() + model.inject_data((0.4, 0.5, 0.6)) + new_angles = model.circuit.get_parameters() + assert init_angles != new_angles From d229c917762706f712c2cc2247b3fff5831163ef Mon Sep 17 00:00:00 2001 From: MatteoRobbiati Date: Fri, 19 Apr 2024 16:18:54 +0200 Subject: [PATCH 2/6] test: small modification to tests --- tests/test_models_reuploading.py | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/tests/test_models_reuploading.py b/tests/test_models_reuploading.py index 7178269..2980280 100644 --- a/tests/test_models_reuploading.py +++ b/tests/test_models_reuploading.py @@ -1,15 +1,15 @@ from qiboml.models.reuploading.fourier import FourierReuploading from qiboml.models.reuploading.u3 import ReuploadingU3 -NQUBITS = 3 +NQUBITS = 2 NLAYERS = 2 -DATADIM = (3,) +DATADIM = (2,) def test_reuloading_u3(): model = ReuploadingU3(nqubits=NQUBITS, nlayers=NLAYERS, data_dimensionality=DATADIM) init_angles = model.circuit.get_parameters() - model.inject_data((0.4, 0.5, 0.6)) + model.inject_data((0.4, 0.5)) new_angles = model.circuit.get_parameters() assert init_angles != new_angles @@ -19,6 +19,6 @@ def test_reuloading_fourier(): nqubits=NQUBITS, nlayers=NLAYERS, data_dimensionality=DATADIM ) init_angles = model.circuit.get_parameters() - model.inject_data((0.4, 0.5, 0.6)) + model.inject_data((0.4, 0.5)) new_angles = model.circuit.get_parameters() assert init_angles != new_angles From 3480d73fb8b9a263c6184981853d60859c8f4674 Mon Sep 17 00:00:00 2001 From: MatteoRobbiati Date: Fri, 3 May 2024 16:17:55 +0200 Subject: [PATCH 3/6] tests: differentiation psr --- tests/test_operations_differentiation.py | 61 ++++++++++++++++++++++++ 1 file changed, 61 insertions(+) create mode 100644 tests/test_operations_differentiation.py diff --git a/tests/test_operations_differentiation.py b/tests/test_operations_differentiation.py new file mode 100644 index 0000000..bb7939c --- /dev/null +++ b/tests/test_operations_differentiation.py @@ -0,0 +1,61 @@ +import numpy as np +import pytest +from qibo import Circuit, gates, hamiltonians + +from qiboml.operations.differentiation import parameter_shift + +NQUBITS = 1 +GRADS_SCALEF_1 = [-0.41614683654714213, -0.29426025009181417] +GRADS_SCALEF_05 = [-0.20807341827357106, -0.14713012504590708] + + +def build_circuit(nqubits: int = 1): + """Helper function to build parametric circuit.""" + circuit = Circuit(nqubits) + for q in range(nqubits): + circuit.add(gates.H(q)) + circuit.add(gates.RY(q, theta=0.0)) + circuit.add(gates.T(q)) + circuit.add(gates.RY(q, theta=0.0)) + circuit.add(gates.M(*range(nqubits))) + return circuit + + +@pytest.mark.parametrize("nshots, atol", [(None, 1e-8), (100000, 1e-2)]) +@pytest.mark.parametrize( + "scale_factor, grads", + [(1, GRADS_SCALEF_1), (0.5, GRADS_SCALEF_05)], +) +def test_parameter_shift(nshots, atol, scale_factor, grads): + """Testing parameter shift rule algorithm.""" + + h = hamiltonians.Z(NQUBITS) + + c = build_circuit(1) + nparams = len(c.get_parameters()) + + # testing parameter out of bounds + with pytest.raises(ValueError): + _ = parameter_shift(circuit=c, hamiltonian=h, parameter_index=5) + + # testing hamiltonian type + with pytest.raises(TypeError): + _ = parameter_shift(circuit=c, hamiltonian=c, parameter_index=0, nshots=nshots) + + params = np.linspace(0, 2, nparams, dtype=np.float64) + c.set_parameters(params) + + psr_grads = [] + + for p in range(len(params)): + psr_grads.append( + parameter_shift( + hamiltonian=h, + circuit=c, + parameter_index=p, + scale_factor=scale_factor, + nshots=nshots, + ) + ) + + np.testing.assert_allclose(grads, psr_grads, atol=atol) From f3ac0ac02c11e32d63cdd71683585522ae8ca41b Mon Sep 17 00:00:00 2001 From: MatteoRobbiati Date: Fri, 3 May 2024 16:32:32 +0200 Subject: [PATCH 4/6] fix: diff rule arguments --- src/qiboml/operations/expectation.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/qiboml/operations/expectation.py b/src/qiboml/operations/expectation.py index 228e910..cd84f16 100644 --- a/src/qiboml/operations/expectation.py +++ b/src/qiboml/operations/expectation.py @@ -57,7 +57,7 @@ def expectation( nshots=nshots, backend=backend, differentiation_rule=differentiation_rule, - exec_backend=exec_backend, + backend=exec_backend, ) if differentiation_rule is not None: From b99fd0c8cf6cada49c434c04d11913568815a858 Mon Sep 17 00:00:00 2001 From: MatteoRobbiati Date: Fri, 3 May 2024 16:42:24 +0200 Subject: [PATCH 5/6] add qibojit to tests deps --- poetry.lock | 610 ++++++++++++++++++++++++++----------------------- pyproject.toml | 3 +- 2 files changed, 326 insertions(+), 287 deletions(-) diff --git a/poetry.lock b/poetry.lock index c45af2f..0cdee66 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.7.0 and should not be changed by hand. 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