IBMBackend
IBMBackend(configuration, provider, api_client, instance=None)
Backend class interfacing with an IBM Quantum device.
You can run experiments on a backend using the run()
method. The run()
method takes one or more QuantumCircuit
and returns an IBMJob
instance that represents the submitted job. Each job has a unique job ID, which can later be used to retrieve the job. An example of this flow:
from qiskit import transpile
from qiskit_ibm_provider import IBMProvider
from qiskit.circuit.random import random_circuit
provider = IBMProvider()
backend = provider.backend.ibmq_vigo
qx = random_circuit(n_qubits=5, depth=4)
transpiled = transpile(qx, backend=backend)
job = backend.run(transpiled)
retrieved_job = provider.backend.retrieve_job(job.job_id())
- Unlike
qiskit.execute()
, therun()
method does not transpile the circuits for you, so be sure to do so before submitting them. - You should not instantiate the
IBMBackend
class directly. Instead, use the methods provided by anIBMProvider
instance to retrieve and handle backends.
Other methods return information about the backend. For example, the status()
method returns a BackendStatus
instance. The instance contains the operational
and pending_jobs
attributes, which state whether the backend is operational and also the number of jobs in the server queue for the backend, respectively:
status = backend.status()
is_operational = status.operational
jobs_in_queue = status.pending_jobs
Here is list of attributes available on the IBMBackend
class:
-
name: backend name.
-
backend_version: backend version in the form X.Y.Z.
-
num_qubits: number of qubits.
-
target: A
qiskit.transpiler.Target
object for the backend. -
basis_gates: list of basis gates names on the backend.
-
gates: list of basis gates on the backend.
-
local: backend is local or remote.
-
simulator: backend is a simulator.
-
conditional: backend supports conditional operations.
-
open_pulse: backend supports open pulse.
-
memory: backend supports memory.
-
max_shots: maximum number of shots supported.
-
coupling_map (list): The coupling map for the device
-
supported_instructions (List[str]): Instructions supported by the backend.
-
dynamic_reprate_enabled (bool): whether delay between programs can be set dynamically (ie via
rep_delay
). Defaults to False. -
rep_delay_range (List[float]): 2d list defining supported range of repetition delays for backend in μs. First entry is lower end of the range, second entry is higher end of the range. Optional, but will be specified when
dynamic_reprate_enabled=True
. -
default_rep_delay (float): Value of
rep_delay
if not specified by user anddynamic_reprate_enabled=True
. -
n_uchannels: Number of u-channels.
-
u_channel_lo: U-channel relationship on device los.
-
meas_levels: Supported measurement levels.
-
qubit_lo_range: Qubit lo ranges for each qubit with form (min, max) in GHz.
-
meas_lo_range: Measurement lo ranges for each qubit with form (min, max) in GHz.
-
dt: Qubit drive channel timestep in nanoseconds.
-
dtm: Measurement drive channel timestep in nanoseconds.
-
rep_times: Supported repetition times (program execution time) for backend in μs.
-
meas_kernels: Supported measurement kernels.
-
discriminators: Supported discriminators.
-
hamiltonian: An optional dictionary with fields characterizing the system hamiltonian.
-
channel_bandwidth (list): Bandwidth of all channels (qubit, measurement, and U)
-
acquisition_latency (list): Array of dimension n_qubits x n_registers. Latency (in units of dt) to write a measurement result from qubit n into register slot m.
-
conditional_latency (list): Array of dimension n_channels [d->u->m] x n_registers. Latency (in units of dt) to do a conditional operation on channel n from register slot m
-
meas_map (list): Grouping of measurement which are multiplexed
-
max_circuits (int): The maximum number of experiments per job
-
sample_name (str): Sample name for the backend
-
n_registers (int): Number of register slots available for feedback (if conditional is True)
-
register_map (list): An array of dimension n_qubits X n_registers that specifies whether a qubit can store a measurement in a certain register slot.
-
configurable (bool): True if the backend is configurable, if the backend is a simulator
-
credits_required (bool): True if backend requires credits to run a job.
-
online_date (datetime): The date that the device went online
-
display_name (str): Alternate name field for the backend
-
description (str): A description for the backend
-
tags (list): A list of string tags to describe the backend
-
version: version of
Backend
class (Ex: 1, 2) -
channels: An optional dictionary containing information of each channel – their purpose, type, and qubits operated on.
-
parametric_pulses (list): A list of pulse shapes which are supported on the backend. For example:
['gaussian', 'constant']
-
processor_type (dict): Processor type for this backend. A dictionary of the form
{"family": <str>, "revision": <str>, segment: <str>}
such as{"family": "Canary", "revision": "1.0", segment: "A"}
.- family: Processor family of this backend.
- revision: Revision version of this processor.
- segment: Segment this processor belongs to within a larger chip.
IBMBackend constructor.
Parameters
- configuration (
Union
[QasmBackendConfiguration
,PulseBackendConfiguration
]) – Backend configuration. - provider (
IBMProvider
) – IBM Quantum account provider. - api_client (
AccountClient
) – IBM Quantum client used to communicate with the server.
Attributes
coupling_map
Return the CouplingMap
object
dt
float | None
Return the system time resolution of input signals
This is required to be implemented if the backend supports Pulse scheduling.
Returns
The input signal timestep in seconds. If the backend doesn’t define dt
None
will be returned
Return type
dt
dtm
float
Return the system time resolution of output signals :returns: The output signal timestep in seconds. :rtype: dtm
id_warning_issued
= False
instruction_durations
Return the InstructionDurations
object.
instruction_schedule_map
Return the InstructionScheduleMap
for the instructions defined in this backend’s target.
instructions
List[Tuple[Instruction, Tuple[int]]]
A list of Instruction tuples on the backend of the form (instruction, (qubits)
Return type
List
[Tuple
[Instruction
, Tuple
[int
]]]
max_circuits
int
The maximum number of circuits The maximum number of circuits that can be run in a single job. If there is no limit this will return None.
Return type
int
meas_map
List[List[int]]
Return the grouping of measurements which are multiplexed This is required to be implemented if the backend supports Pulse scheduling. :returns: The grouping of measurements which are multiplexed :rtype: meas_map
num_qubits
int
Return the number of qubits the backend has.
Return type
int
operation_names
List[str]
A list of instruction names that the backend supports.
Return type
List
[str
]
operations
List[Instruction]
A list of Instruction
instances that the backend supports.
Return type
List
[Instruction
]
options
Return the options for the backend
The options of a backend are the dynamic parameters defining how the backend is used. These are used to control the run()
method.
provider
Return the backend Provider.
Returns
the Provider responsible for the backend.
Return type
Provider
session
Session
Return session
Return type
target
Target
A qiskit.transpiler.Target
object for the backend. :rtype: Target
:returns: Target
version
= 2
Methods
acquire_channel
IBMBackend.acquire_channel(qubit)
Return the acquisition channel for the given qubit.
Returns
The Qubit measurement acquisition line.
Return type
AcquireChannel
cancel_session
IBMBackend.cancel_session()
Cancel session. All pending jobs will be cancelled.
Return type
None
configuration
IBMBackend.configuration()
Return the backend configuration.
Backend configuration contains fixed information about the backend, such as its name, number of qubits, basis gates, coupling map, quantum volume, etc.
The schema for backend configuration can be found in Qiskit/ibm-quantum-schemas (opens in a new tab).
Return type
Union
[QasmBackendConfiguration
, PulseBackendConfiguration
]
Returns
The configuration for the backend.
control_channel
IBMBackend.control_channel(qubits)
Return the secondary drive channel for the given qubit.
This is typically utilized for controlling multiqubit interactions. This channel is derived from other channels.
Parameters
qubits (Iterable
[int
]) – Tuple or list of qubits of the form (control_qubit, target_qubit)
.
Returns
The Qubit measurement acquisition line.
Return type
List[ControlChannel]
defaults
IBMBackend.defaults(refresh=False)
Return the pulse defaults for the backend.
The schema for default pulse configuration can be found in Qiskit/ibm-quantum-schemas (opens in a new tab).
Parameters
refresh (bool
) – If True
, re-query the server for the backend pulse defaults. Otherwise, return a cached version.
Return type
Optional
[PulseDefaults
]
Returns
The backend pulse defaults or None
if the backend does not support pulse.
drive_channel
IBMBackend.drive_channel(qubit)
Return the drive channel for the given qubit.
Returns
The Qubit drive channel
Return type
DriveChannel
get_translation_stage_plugin
classmethod IBMBackend.get_translation_stage_plugin()
Return the default translation stage plugin name for IBM backends.
Return type
str
measure_channel
IBMBackend.measure_channel(qubit)
Return the measure stimulus channel for the given qubit.
Returns
The Qubit measurement stimulus line
Return type
MeasureChannel
open_session
IBMBackend.open_session(max_time=None)
Open session
Return type
properties
IBMBackend.properties(refresh=False, datetime=None)
Return the backend properties, subject to optional filtering.
This data describes qubits properties (such as T1 and T2), gates properties (such as gate length and error), and other general properties of the backend.
The schema for backend properties can be found in Qiskit/ibm-quantum-schemas (opens in a new tab).
Parameters
- refresh (
bool
) – IfTrue
, re-query the server for the backend properties. Otherwise, return a cached version. - datetime (
Optional
[datetime
]) – By specifying datetime, this function returns an instance of theBackendProperties
whose timestamp is closest to, but older than, the specified datetime.
Return type
Optional
[BackendProperties
]
Returns
The backend properties or None
if the backend properties are not currently available.
Raises
TypeError – If an input argument is not of the correct type.
qubit_properties
IBMBackend.qubit_properties(qubit)
Return QubitProperties for a given qubit.
If there are no defined or the backend doesn’t support querying these details this method does not need to be implemented.
Parameters
qubit (Union
[int
, List
[int
]]) – The qubit to get the QubitProperties
object for. This can be a single integer for 1 qubit or a list of qubits and a list of QubitProperties
objects will be returned in the same order
Returns
The QubitProperties
object for the specified qubit. If a list of qubits is provided a list will be returned. If properties are missing for a qubit this can be None
.
Return type
qubit_properties
Raises
NotImplementedError – if the backend doesn’t support querying the qubit properties
run
IBMBackend.run(circuits, dynamic=None, job_tags=None, init_circuit=None, init_num_resets=None, header=None, shots=None, memory=None, meas_level=None, meas_return=None, rep_delay=None, init_qubits=None, use_measure_esp=None, noise_model=None, seed_simulator=None, **run_config)
Run on the backend. If a keyword specified here is also present in the options
attribute/object, the value specified here will be used for this run.
Parameters
-
circuits (
Union
[QuantumCircuit
,str
,List
[Union
[QuantumCircuit
,str
]]]) – An individual or a list ofQuantumCircuit
. -
dynamic (
Optional
[bool
]) – Whether the circuit is dynamic (uses in-circuit conditionals) -
job_tags (
Optional
[List
[str
]]) – Tags to be assigned to the job. The tags can subsequently be used as a filter in thejobs()
function call. -
init_circuit (
Optional
[QuantumCircuit
]) – A quantum circuit to execute for initializing qubits before each circuit. If specified,init_num_resets
is ignored. Applicable only ifdynamic=True
is specified. -
init_num_resets (
Optional
[int
]) – The number of qubit resets to insert before each circuit execution. -
or (The following parameters are applicable only if dynamic=False is specified) –
-
to. (defaulted) –
-
header (
Optional
[Dict
]) – User input that will be attached to the job and will be copied to the corresponding result header. Headers do not affect the run. This replaces the oldQobj
header. -
shots (
Union
[int
,float
,None
]) – Number of repetitions of each circuit, for sampling. Default: 4000 ormax_shots
from the backend configuration, whichever is smaller. -
memory (
Optional
[bool
]) – IfTrue
, per-shot measurement bitstrings are returned as well (provided the backend supports it). For OpenPulse jobs, only measurement level 2 supports this option. -
meas_level (
Union
[int
,MeasLevel
,None
]) –Level of the measurement output for pulse experiments. See OpenPulse specification (opens in a new tab) for details:
0
, measurements of the raw signal (the measurement output pulse envelope)1
, measurement kernel is selected (a complex number obtained after applying the measurement kernel to the measurement output signal)2
(default), a discriminator is selected and the qubit state is stored (0 or 1)
-
meas_return (
Union
[str
,MeasReturnType
,None
]) –Level of measurement data for the backend to return. For
meas_level
0 and 1:single
returns information from every shot.avg
returns average measurement output (averaged over number of shots).
-
rep_delay (
Optional
[float
]) – Delay between programs in seconds. Only supported on certain backends (ifbackend.configuration().dynamic_reprate_enabled=True
). If supported,rep_delay
must be from the range supplied by the backend (backend.configuration().rep_delay_range
). Default is given bybackend.configuration().default_rep_delay
. -
init_qubits (
Optional
[bool
]) – Whether to reset the qubits to the ground state for each shot. Default:True
. -
use_measure_esp (
Optional
[bool
]) – Whether to use excited state promoted (ESP) readout for measurements which are the terminal instruction to a qubit. ESP readout can offer higher fidelity than standard measurement sequences. See here (opens in a new tab). Default:True
if backend supports ESP readout, elseFalse
. Backend support for ESP readout is determined by the flagmeasure_esp_enabled
inbackend.configuration()
. -
noise_model (
Optional
[Any
]) – Noise model. (Simulators only) -
seed_simulator (
Optional
[int
]) – Random seed to control sampling. (Simulators only) -
**run_config – Extra arguments used to configure the run.
Return type
IBMJob
Returns
The job to be executed.
Raises
-
IBMBackendApiError – If an unexpected error occurred while submitting the job.
-
IBMBackendApiProtocolError – If an unexpected value received from the server.
-
- If an input parameter value is not valid. - If ESP readout is used and the backend does not support this.
set_options
IBMBackend.set_options(**fields)
Set the options fields for the backend
This method is used to update the options of a backend. If you need to change any of the options prior to running just pass in the kwarg with the new value for the options.
Parameters
fields – The fields to update the options
Raises
AttributeError – If the field passed in is not part of the options
status
IBMBackend.status()
Return the backend status.
If the returned BackendStatus
instance has operational=True
but status_msg="internal"
, then the backend is accepting jobs but not processing them.
Return type
Returns
The status of the backend.
Raises
IBMBackendApiProtocolError – If the status for the backend cannot be formatted properly.
target_history
IBMBackend.target_history(datetime=None)
A qiskit.transpiler.Target
object for the backend. :rtype: Target
:returns: Target with properties found on datetime