Source code for qiskit_experiments.library.characterization.multi_state_discrimination

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# (C) Copyright IBM 2022.
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"""Multi state discrimination experiment."""

import warnings
from typing import Dict, List, Optional, Sequence

from qiskit import QuantumCircuit
from qiskit.circuit import Gate
from qiskit.providers import Backend
from qiskit.providers.options import Options
from qiskit.pulse import ScheduleBlock
from qiskit.qobj.utils import MeasLevel, MeasReturnType
from qiskit_experiments.framework import BaseExperiment
from qiskit_experiments.library.characterization import MultiStateDiscriminationAnalysis


[docs] class MultiStateDiscrimination(BaseExperiment): r"""An experiment that discriminates between the first :math:`n` energy states. # section: overview The experiment creates :math:`n` circuits that prepare, respectively, the energy states :math:`|0\rangle,\cdots,|n-1\rangle`. For, e.g., :math:`n=4` the circuits are of the form .. parsed-literal:: Circuit preparing :math:`|0\rangle` ░ ┌─┐ q: ─░─┤M├ ░ └╥┘ meas: ════╩═ ... Circuit preparing :math:`|3\rangle` ┌───┐┌─────┐┌─────┐ ░ ┌─┐ q: ┤ X ├┤ x12 ├┤ x23 ├─░─┤M├ └───┘└─────┘└─────┘ ░ └╥┘ meas: ═══════════════════════╩═ # section: analysis_ref :class:`MultiStateDiscriminationAnalysis` # section: example .. jupyter-execute:: :hide-code: # Temporary workaround for missing support in Qiskit and qiskit-ibm-runtime from qiskit_experiments.test.patching import patch_sampler_test_support patch_sampler_test_support() # backend from qiskit_experiments.test.pulse_backend import SingleTransmonTestBackend backend = SingleTransmonTestBackend(5.2e9,-.25e9, 1e9, 0.8e9, 1e4, noise=False, seed=199) .. jupyter-execute:: from qiskit_experiments.library.characterization import MultiStateDiscrimination exp=MultiStateDiscrimination((0,), backend=backend) exp_data=exp.run().block_for_results() display(exp_data.figure(0)) exp_data.analysis_results(dataframe=True) # section: reference `Qiskit Textbook\ <https://github.com/Qiskit/textbook/blob/main/notebooks/quantum-hardware-pulses/accessing_higher_energy_states.ipynb>`_ """ @classmethod def _default_run_options(cls) -> Options: """Default option values for the experiment :meth:`run` method.""" options = super()._default_run_options() options.meas_level = MeasLevel.KERNELED options.meas_return = MeasReturnType.SINGLE return options @classmethod def _default_experiment_options(cls) -> Options: """Default values for the number of states if none is given. Experiment Options: n_states (int): The number of states to discriminate. schedules (dict): A dictionary of the schedules for the gates in the experiment. Each key is a gate name of the form ``xii+1`` which should implement an x-rotation between level ``i`` and ``i+1``. """ options = super()._default_experiment_options() options.n_states = 2 options.schedules = None return options def __init__( self, physical_qubits: Sequence[int], backend: Optional[Backend] = None, n_states: Optional[int] = None, schedules: Optional[Dict[str, ScheduleBlock]] = None, ): """Setup an experiment to prepare different energy states on a given qubit. Args: physical_qubits: A single-element sequence containing the qubit on which to run the experiment. backend: Optional, the backend to run the experiment on. n_states: The number of energy levels to prepare. schedules: The schedules of the x gates between neighboring energy levels. """ super().__init__( physical_qubits, analysis=MultiStateDiscriminationAnalysis(), backend=backend ) self.experiment_options.schedules = schedules if n_states is not None: self.set_experiment_options(n_states=n_states)
[docs] def circuits(self) -> List[QuantumCircuit]: """ Create the circuits for the multi state discrimination experiment. Returns: A list of circuits preparing the different energy states. """ warnings.warn( ( "Setting pulse schedules for x gates is deprecated as of " "version 0.8 due to the deprecation of Qiskit Pulse. It will be " "removed in a future release." ), DeprecationWarning, ) circuits = [] for level in range(self.experiment_options.n_states): circuit = QuantumCircuit(1) # Prepare |1> if level >= 1: circuit.x(0) # Prepare higher energy states if level >= 2: for idx in range(1, level): gate_name = f"x{idx}{idx + 1}" gate = Gate(name=gate_name, num_qubits=1, params=[]) circuit.append(gate, (0,)) if self.experiment_options.schedules is not None: circuit.add_calibration( gate_name, self._physical_qubits, self.experiment_options.schedules[gate_name], ) # label the circuit circuit.metadata = {"label": level} circuit.measure_all() circuits.append(circuit) return circuits