|
| 1 | +"""Convert helper functions for qibosoq driver.""" |
| 2 | + |
| 3 | +from copy import deepcopy |
| 4 | +from dataclasses import asdict |
| 5 | +from functools import singledispatch |
| 6 | + |
| 7 | +import numpy as np |
| 8 | +import qibosoq.components.base as rfsoc |
| 9 | +import qibosoq.components.pulses as rfsoc_pulses |
| 10 | + |
| 11 | +from qibolab.pulses import Pulse, PulseSequence, PulseShape |
| 12 | +from qibolab.qubits import Qubit |
| 13 | +from qibolab.sweeper import BIAS, DURATION, START, Parameter, Sweeper |
| 14 | + |
| 15 | +HZ_TO_MHZ = 1e-6 |
| 16 | +NS_TO_US = 1e-3 |
| 17 | + |
| 18 | + |
| 19 | +def replace_pulse_shape( |
| 20 | + rfsoc_pulse: rfsoc_pulses.Pulse, shape: PulseShape, sampling_rate: float |
| 21 | +) -> rfsoc_pulses.Pulse: |
| 22 | + """Set pulse shape parameters in rfsoc_pulses pulse object.""" |
| 23 | + if shape.name not in {"Gaussian", "Drag", "Rectangular", "Exponential"}: |
| 24 | + new_pulse = rfsoc_pulses.Arbitrary( |
| 25 | + **asdict(rfsoc_pulse), |
| 26 | + i_values=shape.envelope_waveform_i(sampling_rate), |
| 27 | + q_values=shape.envelope_waveform_q(sampling_rate), |
| 28 | + ) |
| 29 | + return new_pulse |
| 30 | + new_pulse_cls = getattr(rfsoc_pulses, shape.name) |
| 31 | + if shape.name == "Rectangular": |
| 32 | + return new_pulse_cls(**asdict(rfsoc_pulse)) |
| 33 | + if shape.name == "Gaussian": |
| 34 | + return new_pulse_cls(**asdict(rfsoc_pulse), rel_sigma=shape.rel_sigma) |
| 35 | + if shape.name == "Drag": |
| 36 | + return new_pulse_cls( |
| 37 | + **asdict(rfsoc_pulse), rel_sigma=shape.rel_sigma, beta=shape.beta |
| 38 | + ) |
| 39 | + if shape.name == "Exponential": |
| 40 | + return new_pulse_cls( |
| 41 | + **asdict(rfsoc_pulse), tau=shape.tau, upsilon=shape.upsilon, weight=shape.g |
| 42 | + ) |
| 43 | + |
| 44 | + |
| 45 | +def pulse_lo_frequency(pulse: Pulse, qubits: dict[int, Qubit]) -> int: |
| 46 | + """Return local_oscillator frequency (HZ) of a pulse.""" |
| 47 | + pulse_type = pulse.type.name.lower() |
| 48 | + try: |
| 49 | + lo_frequency = getattr( |
| 50 | + qubits[pulse.qubit], pulse_type |
| 51 | + ).local_oscillator.frequency |
| 52 | + except AttributeError: |
| 53 | + lo_frequency = 0 |
| 54 | + return lo_frequency |
| 55 | + |
| 56 | + |
| 57 | +def convert_units_sweeper( |
| 58 | + sweeper: rfsoc.Sweeper, sequence: PulseSequence, qubits: dict[int, Qubit] |
| 59 | +) -> rfsoc.Sweeper: |
| 60 | + """Convert units for `qibosoq.abstract.Sweeper` considering also LOs.""" |
| 61 | + sweeper = deepcopy(sweeper) |
| 62 | + for idx, jdx in enumerate(sweeper.indexes): |
| 63 | + parameter = sweeper.parameters[idx] |
| 64 | + if parameter is rfsoc.Parameter.FREQUENCY: |
| 65 | + pulse = sequence[jdx] |
| 66 | + lo_frequency = pulse_lo_frequency(pulse, qubits) |
| 67 | + sweeper.starts[idx] = (sweeper.starts[idx] - lo_frequency) * HZ_TO_MHZ |
| 68 | + sweeper.stops[idx] = (sweeper.stops[idx] - lo_frequency) * HZ_TO_MHZ |
| 69 | + elif parameter is rfsoc.Parameter.DELAY: |
| 70 | + sweeper.starts[idx] *= NS_TO_US |
| 71 | + sweeper.stops[idx] *= NS_TO_US |
| 72 | + elif parameter is rfsoc.Parameter.RELATIVE_PHASE: |
| 73 | + sweeper.starts[idx] = np.degrees(sweeper.starts[idx]) |
| 74 | + sweeper.stops[idx] = np.degrees(sweeper.stops[idx]) |
| 75 | + return sweeper |
| 76 | + |
| 77 | + |
| 78 | +@singledispatch |
| 79 | +def convert(*args): |
| 80 | + """Convert from qibolab obj to qibosoq obj, overloaded.""" |
| 81 | + raise ValueError(f"Convert function received bad parameters ({type(args[0])}).") |
| 82 | + |
| 83 | + |
| 84 | +@convert.register |
| 85 | +def _(qubit: Qubit) -> rfsoc.Qubit: |
| 86 | + """Convert `qibolab.platforms.abstract.Qubit` to |
| 87 | + `qibosoq.abstract.Qubit`.""" |
| 88 | + if qubit.flux: |
| 89 | + return rfsoc.Qubit(qubit.flux.offset, qubit.flux.port.name) |
| 90 | + return rfsoc.Qubit(0.0, None) |
| 91 | + |
| 92 | + |
| 93 | +@convert.register |
| 94 | +def _( |
| 95 | + sequence: PulseSequence, qubits: dict[int, Qubit], sampling_rate: float |
| 96 | +) -> list[rfsoc_pulses.Pulse]: |
| 97 | + """Convert PulseSequence to list of rfosc pulses with relative time.""" |
| 98 | + last_pulse_start = 0 |
| 99 | + list_sequence = [] |
| 100 | + for pulse in sorted(sequence.pulses, key=lambda item: item.start): |
| 101 | + start_delay = (pulse.start - last_pulse_start) * NS_TO_US |
| 102 | + pulse_dict = asdict(convert(pulse, qubits, start_delay, sampling_rate)) |
| 103 | + list_sequence.append(pulse_dict) |
| 104 | + |
| 105 | + last_pulse_start = pulse.start |
| 106 | + return list_sequence |
| 107 | + |
| 108 | + |
| 109 | +@convert.register |
| 110 | +def _( |
| 111 | + pulse: Pulse, qubits: dict[int, Qubit], start_delay: float, sampling_rate: float |
| 112 | +) -> rfsoc_pulses.Pulse: |
| 113 | + """Convert `qibolab.pulses.pulse` to `qibosoq.abstract.Pulse`.""" |
| 114 | + pulse_type = pulse.type.name.lower() |
| 115 | + dac = getattr(qubits[pulse.qubit], pulse_type).port.name |
| 116 | + adc = qubits[pulse.qubit].feedback.port.name if pulse_type == "readout" else None |
| 117 | + lo_frequency = pulse_lo_frequency(pulse, qubits) |
| 118 | + |
| 119 | + rfsoc_pulse = rfsoc_pulses.Pulse( |
| 120 | + frequency=(pulse.frequency - lo_frequency) * HZ_TO_MHZ, |
| 121 | + amplitude=pulse.amplitude, |
| 122 | + relative_phase=np.degrees(pulse.relative_phase), |
| 123 | + start_delay=start_delay, |
| 124 | + duration=pulse.duration * NS_TO_US, |
| 125 | + dac=dac, |
| 126 | + adc=adc, |
| 127 | + name=pulse.serial, |
| 128 | + type=pulse_type, |
| 129 | + ) |
| 130 | + return replace_pulse_shape(rfsoc_pulse, pulse.shape, sampling_rate) |
| 131 | + |
| 132 | + |
| 133 | +@convert.register |
| 134 | +def _(par: Parameter) -> rfsoc.Parameter: |
| 135 | + """Convert a qibolab sweeper.Parameter into a qibosoq.Parameter.""" |
| 136 | + return getattr(rfsoc.Parameter, par.name.upper()) |
| 137 | + |
| 138 | + |
| 139 | +@convert.register |
| 140 | +def _( |
| 141 | + sweeper: Sweeper, sequence: PulseSequence, qubits: dict[int, Qubit] |
| 142 | +) -> rfsoc.Sweeper: |
| 143 | + """Convert `qibolab.sweeper.Sweeper` to `qibosoq.abstract.Sweeper`. |
| 144 | +
|
| 145 | + Note that any unit conversion is not done in this function (to avoid |
| 146 | + to do it multiple times). Conversion will be done in |
| 147 | + `convert_units_sweeper`. |
| 148 | + """ |
| 149 | + parameters = [] |
| 150 | + starts = [] |
| 151 | + stops = [] |
| 152 | + indexes = [] |
| 153 | + |
| 154 | + if sweeper.parameter is BIAS: |
| 155 | + for qubit in sweeper.qubits: |
| 156 | + parameters.append(rfsoc.Parameter.BIAS) |
| 157 | + indexes.append(list(qubits.values()).index(qubit)) |
| 158 | + base_value = qubit.flux.offset |
| 159 | + values = sweeper.get_values(base_value) |
| 160 | + starts.append(values[0]) |
| 161 | + stops.append(values[-1]) |
| 162 | + |
| 163 | + if max(np.abs(starts)) > 1 or max(np.abs(stops)) > 1: |
| 164 | + raise ValueError("Sweeper amplitude is set to reach values higher than 1") |
| 165 | + else: |
| 166 | + for pulse in sweeper.pulses: |
| 167 | + idx_sweep = sequence.index(pulse) |
| 168 | + indexes.append(idx_sweep) |
| 169 | + base_value = getattr(pulse, sweeper.parameter.name) |
| 170 | + if idx_sweep != 0 and sweeper.parameter is START: |
| 171 | + # do the conversion from start to delay |
| 172 | + base_value = base_value - sequence[idx_sweep - 1].start |
| 173 | + values = sweeper.get_values(base_value) |
| 174 | + starts.append(values[0]) |
| 175 | + stops.append(values[-1]) |
| 176 | + |
| 177 | + if sweeper.parameter is START: |
| 178 | + parameters.append(rfsoc.Parameter.DELAY) |
| 179 | + elif sweeper.parameter is DURATION: |
| 180 | + parameters.append(rfsoc.Parameter.DURATION) |
| 181 | + delta_start = values[0] - base_value |
| 182 | + delta_stop = values[-1] - base_value |
| 183 | + |
| 184 | + if len(sequence) > idx_sweep + 1: |
| 185 | + # if duration-swept pulse is not last |
| 186 | + indexes.append(idx_sweep + 1) |
| 187 | + t_start = sequence[idx_sweep + 1].start - sequence[idx_sweep].start |
| 188 | + parameters.append(rfsoc.Parameter.DELAY) |
| 189 | + starts.append(t_start + delta_start) |
| 190 | + stops.append(t_start + delta_stop) |
| 191 | + else: |
| 192 | + parameters.append(convert(sweeper.parameter)) |
| 193 | + |
| 194 | + return rfsoc.Sweeper( |
| 195 | + parameters=parameters, |
| 196 | + indexes=indexes, |
| 197 | + starts=starts, |
| 198 | + stops=stops, |
| 199 | + expts=len(sweeper.values), |
| 200 | + ) |
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