From 1c4e30532d62f9c22f154a0c0c2bd85186c8fb31 Mon Sep 17 00:00:00 2001 From: Stavros Efthymiou <35475381+stavros11@users.noreply.github.com> Date: Wed, 8 Nov 2023 00:19:08 +0400 Subject: [PATCH 1/2] Add unrolling option to standard RB --- .../randomized_benchmarking/standard_rb.py | 35 +++++++++++++++---- tests/runcards/protocols.yml | 14 ++++++++ 2 files changed, 42 insertions(+), 7 deletions(-) diff --git a/src/qibocal/protocols/characterization/randomized_benchmarking/standard_rb.py b/src/qibocal/protocols/characterization/randomized_benchmarking/standard_rb.py index 36f54acb8..a1b1929f1 100644 --- a/src/qibocal/protocols/characterization/randomized_benchmarking/standard_rb.py +++ b/src/qibocal/protocols/characterization/randomized_benchmarking/standard_rb.py @@ -5,6 +5,7 @@ import pandas as pd import plotly.graph_objects as go import qibo +from qibo.backends import GlobalBackend from qibolab.platform import Platform from qibolab.qubits import QubitId @@ -50,6 +51,9 @@ class StandardRBParameters(Parameters): """Number of bootstrap iterations for the fit uncertainties and error bars. If ``0``, gets the fit uncertainties from the fitting function and the error bars from the distribution of the measurements. Defaults to ``100``.""" + unrolling: bool = False + """If ``True`` it uses sequence unrolling to deploy multiple circuits in a single instrument call. + Defaults to ``False``.""" seed: Optional[int] = None """A fixed seed to initialize ``np.random.Generator``. If ``None``, uses a random seed. Defaults is ``None``.""" @@ -211,21 +215,38 @@ def _acquisition( noise_model = getattr(noisemodels, params.noise_model)(params.noise_params) params.noise_params = noise_model.params + # Grab activated qibo backend + backend = GlobalBackend() + # 1. Set up the scan (here an iterator of circuits of random clifford gates with an inverse). nqubits = platform.nqubits if platform else max(qubits) + 1 scan = setup_scan(params, qubits, nqubits) - # 2. Execute the scan. - data_list = [] - # Iterate through the scan and execute each circuit. + # Iterate through the scan and create circuits + circuits = [] + depths = [] for circuit in scan: # The inverse and measurement gate don't count for the depth. - depth = (circuit.depth - 2) if circuit.depth > 1 else 0 + depths.append((circuit.depth - 2) if circuit.depth > 1 else 0) if noise_model is not None: circuit = noise_model.apply(circuit) - samples = circuit.execute(nshots=params.nshots).samples() - # Every executed circuit gets a row where the data is stored. - data_list.append({"depth": depth, "samples": samples}) + circuits.append(circuit) + + # Execute the circuits + if params.unrolling: + results = backend.execute_circuits(circuits, nshots=params.nshots) + else: + results = [ + backend.execute_circuit(circuit, nshots=params.nshots) + for circuit in circuits + ] + + # Every executed circuit gets a row where the data is stored. + data_list = [ + {"depth": depth, "samples": result.samples()} + for depth, result in zip(depths, results) + ] + # Build the data object which will be returned and later saved. data = pd.DataFrame(data_list) diff --git a/tests/runcards/protocols.yml b/tests/runcards/protocols.yml index a82e143de..1a6be8c12 100644 --- a/tests/runcards/protocols.yml +++ b/tests/runcards/protocols.yml @@ -510,6 +510,20 @@ actions: uncertainties: None n_bootstrap: 0 + - id: standard rb unrolling + priority: 0 + operation: standard_rb + parameters: + depths: + start: 1 + stop: 10 + step: 2 + niter: 2 + nshots: 50 + unrolling: True + uncertainties: None + n_bootstrap: 0 + - id: standard rb bootstrap priority: 0 operation: standard_rb From 72db04cfb436591ed864fa973250ba40534aae24 Mon Sep 17 00:00:00 2001 From: Stavros Efthymiou <35475381+stavros11@users.noreply.github.com> Date: Wed, 8 Nov 2023 00:20:34 +0400 Subject: [PATCH 2/2] Temporarily use unrolling branch in pyproject.toml --- poetry.lock | 288 ++++++++++++++++++++++++------------------------- pyproject.toml | 2 +- 2 files changed, 144 insertions(+), 146 deletions(-) diff --git a/poetry.lock b/poetry.lock index de17d5591..3e3bea858 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.5.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand. 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