Source code for braket.default_simulator.density_matrix_simulator
# Copyright Amazon.com Inc. or its affiliates. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License"). You
# may not use this file except in compliance with the License. A copy of
# the License is located at
#
# http://aws.amazon.com/apache2.0/
#
# or in the "license" file accompanying this file. This file is
# distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF
# ANY KIND, either express or implied. See the License for the specific
# language governing permissions and limitations under the License.
import sys
from braket.device_schema.simulators import (
GateModelSimulatorDeviceCapabilities,
GateModelSimulatorDeviceParameters,
)
from braket.default_simulator import DensityMatrixSimulation
from braket.default_simulator.simulator import BaseLocalSimulator
[docs]
class DensityMatrixSimulator(BaseLocalSimulator):
DEVICE_ID = "braket_dm"
[docs]
def initialize_simulation(self, **kwargs) -> DensityMatrixSimulation:
"""
Initialize density matrix simulation.
Args:
`**kwargs`: qubit_count, shots, batch_size
Returns:
DensityMatrixSimulation: Initialized simulation.
"""
qubit_count = kwargs.get("qubit_count")
shots = kwargs.get("shots")
return DensityMatrixSimulation(qubit_count, shots)
@property
def properties(self) -> GateModelSimulatorDeviceCapabilities:
observables = ["x", "y", "z", "h", "i", "hermitian"]
max_shots = sys.maxsize
qubit_count = 13
return GateModelSimulatorDeviceCapabilities.parse_obj(
{
"service": {
"executionWindows": [
{
"executionDay": "Everyday",
"windowStartHour": "00:00",
"windowEndHour": "23:59:59",
}
],
"shotsRange": [0, max_shots],
},
"action": {
"braket.ir.openqasm.program": {
"actionType": "braket.ir.openqasm.program",
"version": ["1"],
"supportedOperations": sorted(
[
# OpenQASM primitives
"U",
"GPhase",
# builtin Braket gates
"ccnot",
"cnot",
"cphaseshift",
"cphaseshift00",
"cphaseshift01",
"cphaseshift10",
"cswap",
"cv",
"cy",
"cz",
"ecr",
"gpi",
"gpi2",
"h",
"i",
"iswap",
"ms",
"pswap",
"phaseshift",
"prx",
"rx",
"ry",
"rz",
"s",
"si",
"swap",
"t",
"ti",
"unitary",
"v",
"vi",
"x",
"xx",
"xy",
"y",
"yy",
"z",
"zz",
# noise operations
"bit_flip",
"phase_flip",
"pauli_channel",
"depolarizing",
"two_qubit_depolarizing",
"two_qubit_dephasing",
"amplitude_damping",
"generalized_amplitude_damping",
"phase_damping",
"kraus",
]
),
"supportedModifiers": [
{
"name": "ctrl",
},
{
"name": "negctrl",
},
{
"name": "pow",
"exponent_types": ["int", "float"],
},
{
"name": "inv",
},
],
"supportedPragmas": [
"braket_unitary_matrix",
"braket_result_type_state_vector",
"braket_result_type_density_matrix",
"braket_result_type_sample",
"braket_result_type_expectation",
"braket_result_type_variance",
"braket_result_type_probability",
"braket_result_type_amplitude",
"braket_noise_amplitude_damping",
"braket_noise_bit_flip",
"braket_noise_depolarizing",
"braket_noise_kraus",
"braket_noise_pauli_channel",
"braket_noise_generalized_amplitude_damping",
"braket_noise_phase_flip",
"braket_noise_phase_damping",
"braket_noise_two_qubit_dephasing",
"braket_noise_two_qubit_depolarizing",
],
"forbiddenPragmas": [
"braket_result_type_adjoint_gradient",
],
"supportedResultTypes": [
{
"name": "Sample",
"observables": observables,
"minShots": 1,
"maxShots": max_shots,
},
{
"name": "Expectation",
"observables": observables,
"minShots": 0,
"maxShots": max_shots,
},
{
"name": "Variance",
"observables": observables,
"minShots": 0,
"maxShots": max_shots,
},
{"name": "Probability", "minShots": 0, "maxShots": max_shots},
{"name": "DensityMatrix", "minShots": 0, "maxShots": 0},
],
"supportPhysicalQubits": False,
"supportsPartialVerbatimBox": False,
"requiresContiguousQubitIndices": True,
"requiresAllQubitsMeasurement": False,
"supportsUnassignedMeasurements": True,
"disabledQubitRewiringSupported": False,
},
"braket.ir.jaqcd.program": {
"actionType": "braket.ir.jaqcd.program",
"version": ["1"],
"supportedOperations": [
"amplitude_damping",
"bit_flip",
"ccnot",
"cnot",
"cphaseshift",
"cphaseshift00",
"cphaseshift01",
"cphaseshift10",
"cswap",
"cv",
"cy",
"cz",
"depolarizing",
"ecr",
"generalized_amplitude_damping",
"h",
"i",
"iswap",
"kraus",
"pauli_channel",
"two_qubit_pauli_channel",
"phase_flip",
"phase_damping",
"phaseshift",
"pswap",
"rx",
"ry",
"rz",
"s",
"si",
"swap",
"t",
"ti",
"two_qubit_dephasing",
"two_qubit_depolarizing",
"unitary",
"v",
"vi",
"x",
"xx",
"xy",
"y",
"yy",
"z",
"zz",
],
"supportedResultTypes": [
{
"name": "Sample",
"observables": observables,
"minShots": 1,
"maxShots": max_shots,
},
{
"name": "Expectation",
"observables": observables,
"minShots": 0,
"maxShots": max_shots,
},
{
"name": "Variance",
"observables": observables,
"minShots": 0,
"maxShots": max_shots,
},
{"name": "Probability", "minShots": 0, "maxShots": max_shots},
{"name": "DensityMatrix", "minShots": 0, "maxShots": 0},
],
},
},
"paradigm": {"qubitCount": qubit_count},
"deviceParameters": GateModelSimulatorDeviceParameters.schema(),
}
)