UnitarySynthesisPlugin
class UnitarySynthesisPlugin
Bases: abc.ABC
Abstract unitary synthesis plugin class
This abstract class defines the interface for unitary synthesis plugins.
Methods
run
abstract UnitarySynthesisPlugin.run(unitary, **options)
Run synthesis for the given unitary matrix
Parameters
- unitary (numpy.ndarray) – The unitary matrix to synthesize to a
DAGCircuit
object - options – The optional kwargs that are passed based on the output the
support_*
methods on the class. Refer to the documentation for these methods onUnitarySynthesisPlugin
to see what the keys and values are.
Returns
The dag circuit representation of the unitary. Alternatively, you can return a tuple of the form (dag, wires)
where dag
is the dag circuit representation of the circuit representation of the unitary and wires
is the mapping wires to use for qiskit.dagcircuit.DAGCircuit.substitute_node_with_dag()
. If you return a tuple and wires
is None
this will behave just as if only a DAGCircuit
was returned. Additionally if this returns None
no substitution will be made.
Return type
Attributes
max_qubits
Return the maximum number of qubits the unitary synthesis plugin supports.
If the size of the unitary to be synthesized exceeds this value the default
plugin will be used. If there is no upper bound return None
and all unitaries (>= min_qubits
if it’s defined) will be passed to this plugin when it’s enabled.
min_qubits
Return the minimum number of qubits the unitary synthesis plugin supports.
If the size of the unitary to be synthesized is below this value the default
plugin will be used. If there is no lower bound return None
and all unitaries (<= max_qubits
if it’s defined) will be passed to this plugin when it’s enabled.
supported_bases
Returns a dictionary of supported bases for synthesis
This is expected to return a dictionary where the key is a string basis and the value is a list of gate names that the basis works in. If the synthesis method doesn’t support multiple bases this should return None
. For example:
{
"XZX": ["rz", "rx"],
"XYX": ["rx", "ry"],
}
If a dictionary is returned by this method the run kwargs will be passed a parameter matched_basis
which contains a list of the basis strings (i.e. keys in the dictionary) which match the target basis gate set for the transpilation. If no entry in the dictionary matches the target basis gate set then the matched_basis
kwarg will be set to an empty list, and a plugin can choose how to deal with the target basis gate set not matching the plugin’s capabilities.
supports_basis_gates
Return whether the plugin supports taking basis_gates
If this returns True
the plugin’s run()
method will be passed a basis_gates
kwarg with a list of gate names the target backend supports. For example, ['sx', 'x', 'cx', 'id', 'rz']
.
supports_coupling_map
Return whether the plugin supports taking coupling_map
If this returns True
the plugin’s run()
method will receive one kwarg coupling_map
. The coupling_map
kwarg will be set to a tuple with the first element being a CouplingMap
object representing the qubit connectivity of the target backend, the second element will be a list of integers that represent the qubit indices in the coupling map that unitary is on. Note that if the target backend doesn’t have a coupling map set, the coupling_map
kwarg’s value will be (None, qubit_indices)
.
supports_gate_errors
Return whether the plugin supports taking gate_errors
gate_errors
will be a dictionary in the form of {gate_name: {(qubit_1, qubit_2): error}}
. For example:
{
'sx': {(0,): 0.0006149355812506126, (1,): 0.0006149355812506126},
'cx': {(0, 1): 0.012012477900732316, (1, 0): 5.191111111111111e-07}
}
Do note that this dictionary might not be complete or could be empty as it depends on the target backend reporting gate errors on every gate for each qubit. The gate error rates reported in gate_errors
are provided by the target device Backend
object and the exact meaning might be different depending on the backend.
supports_gate_lengths
Return whether the plugin supports taking gate_lengths
gate_lengths
will be a dictionary in the form of {gate_name: {(qubit_1, qubit_2): length}}
. For example:
{
'sx': {(0,): 0.0006149355812506126, (1,): 0.0006149355812506126},
'cx': {(0, 1): 0.012012477900732316, (1, 0): 5.191111111111111e-07}
}
where the length
value is in units of seconds.
Do note that this dictionary might not be complete or could be empty as it depends on the target backend reporting gate lengths on every gate for each qubit.
supports_natural_direction
Return whether the plugin supports a toggle for considering directionality of 2-qubit gates as natural_direction
.
Refer to the documentation for UnitarySynthesis
for the possible values and meaning of these values.
supports_pulse_optimize
Return whether the plugin supports a toggle to optimize pulses during synthesis as pulse_optimize
.
Refer to the documentation for UnitarySynthesis
for the possible values and meaning of these values.
supports_target
Whether the plugin supports taking target
as an option
target
will be a Target
object representing the target device for the output of the synthesis pass.
By default this will be False
since the plugin interface predates the Target
class. If a plugin returns True
for this attribute, it is expected that the plugin will use the Target
instead of the values passed if any of supports_gate_lengths
, supports_gate_errors
, supports_coupling_map
, and supports_basis_gates
are set (although ideally all those parameters should contain duplicate information).