From ec5697f65ae036020677113b4afeacd487b1aa9f Mon Sep 17 00:00:00 2001 From: Hamid El Maazouz Date: Thu, 20 Jun 2024 00:06:13 +0100 Subject: [PATCH] QBlox integration - 1Q measurements --- poetry.lock | 2188 ++++++++++++++++--- pyproject.toml | 1 + src/QAT/qat/purr/backends/qblox/__init__.py | 0 src/QAT/qat/purr/backends/qblox/codegen.py | 441 ++++ src/QAT/qat/purr/backends/qblox/config.py | 335 +++ src/QAT/qat/purr/backends/qblox/device.py | 311 +++ src/QAT/qat/purr/backends/qblox/ir.py | 259 +++ src/QAT/qat/purr/backends/qblox/live.py | 90 + src/QAT/qat/purr/compiler/builders.py | 8 + src/QAT/qat/purr/compiler/devices.py | 1 + src/tests/qblox/__init__.py | 0 src/tests/qblox/conftest.py | 16 + src/tests/qblox/test_calibration.py | 77 + src/tests/qblox/test_codegen.py | 113 + src/tests/qblox/test_device.py | 64 + src/tests/qblox/test_live.py | 203 ++ src/tests/qblox/utils.py | 211 ++ 17 files changed, 4040 insertions(+), 278 deletions(-) create mode 100644 src/QAT/qat/purr/backends/qblox/__init__.py create mode 100644 src/QAT/qat/purr/backends/qblox/codegen.py create mode 100644 src/QAT/qat/purr/backends/qblox/config.py create mode 100644 src/QAT/qat/purr/backends/qblox/device.py create mode 100644 src/QAT/qat/purr/backends/qblox/ir.py create mode 100644 src/QAT/qat/purr/backends/qblox/live.py create mode 100644 src/tests/qblox/__init__.py create mode 100644 src/tests/qblox/conftest.py create mode 100644 src/tests/qblox/test_calibration.py create mode 100644 src/tests/qblox/test_codegen.py create mode 100644 src/tests/qblox/test_device.py create mode 100644 src/tests/qblox/test_live.py create mode 100644 src/tests/qblox/utils.py diff --git a/poetry.lock b/poetry.lock index 5381f3d01..58b439a4d 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.5.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. 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+parallel = ["dask[complete]"] +viz = ["matplotlib", "nc-time-axis", "seaborn"] + [[package]] name = "zipp" version = "3.19.2" @@ -2825,4 +4457,4 @@ test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools", [metadata] lock-version = "2.0" python-versions = ">=3.8.1,<3.11" -content-hash = "e406f26a9783464921c3992b0b2fad1a7002f680215df3a26a056eb4505095ba" +content-hash = "42a0058ab7f042e93ce8143d8a5fc1ce35a89a1288f78f51990bdd3389e71ced" diff --git a/pyproject.toml b/pyproject.toml index 2a4118796..8ef5737d1 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -39,6 +39,7 @@ pyqir = { version = "^0.8.0a1", allow-prereleases = true } lark = "^1.1.2" regex = "^2022.6.2" jsonpickle = "^2.2.0" +qblox-instruments = "^0.13.0" [tool.poetry.group.dev.dependencies] coverage = "^6.3.2" diff --git a/src/QAT/qat/purr/backends/qblox/__init__.py b/src/QAT/qat/purr/backends/qblox/__init__.py new file mode 100644 index 000000000..e69de29bb diff --git a/src/QAT/qat/purr/backends/qblox/codegen.py b/src/QAT/qat/purr/backends/qblox/codegen.py new file mode 100644 index 000000000..84ebe8227 --- /dev/null +++ b/src/QAT/qat/purr/backends/qblox/codegen.py @@ -0,0 +1,441 @@ +from contextlib import ExitStack, contextmanager +from dataclasses import dataclass +from typing import Dict, List + +import numpy as np + +from qat.purr.backends.qblox.ir import Constants, Opcode, Sequence, SequenceBuilder +from qat.purr.backends.utilities import evaluate_shape +from qat.purr.compiler.devices import PulseChannel +from qat.purr.compiler.emitter import QatFile +from qat.purr.compiler.instructions import ( + Acquire, + CustomPulse, + Delay, + FrequencyShift, + Id, + MeasurePulse, + PhaseReset, + PhaseShift, + PostProcessing, + Pulse, + QuantumInstruction, + Repeat, + Synchronize, + Waveform, +) +from qat.purr.utils.logger import get_default_logger + +log = get_default_logger() + + +def get_nco_phase_arguments(phase_rad: float) -> int: + phase_deg = np.rad2deg(phase_rad) + phase_deg %= 360 + return round(phase_deg * Constants.NCO_PHASE_STEPS_PER_DEG) + + +def get_nco_set_frequency_arguments(frequency_hz: float) -> int: + frequency_steps = round(frequency_hz * Constants.NCO_FREQ_STEPS_PER_HZ) + + if ( + frequency_steps < -Constants.NCO_FREQ_LIMIT_STEPS + or frequency_steps > Constants.NCO_FREQ_LIMIT_STEPS + ): + min_max_frequency_in_hz = ( + Constants.NCO_FREQ_LIMIT_STEPS / Constants.NCO_FREQ_STEPS_PER_HZ + ) + raise ValueError( + f"NCO frequency must be in [-{min_max_frequency_in_hz:e}, {min_max_frequency_in_hz:e}] Hz. " + f"Got {frequency_hz:e} Hz" + ) + + return frequency_steps + + +def calculate_duration(instruction, return_samples: bool = True): + """ + Calculates the duration of the instruction. The duration is either in nanoseconds + or in number of samples. + """ + target_channels = [ + target for target in instruction.quantum_targets if isinstance(target, PulseChannel) + ] + if not any(target_channels): + return 0 + + # TODO: Allow for multiple pulse channel targets. + if len(target_channels) > 1 and not isinstance(instruction, PhaseReset): + log.warning( + f"Attempted to calculate duration of {str(instruction)} that has multiple" + f" target channels. We're arbitrarily using the duration of the first channel " + f"to calculate instruction duration." + ) + + pc = target_channels[0].physical_channel + block_size = pc.block_size + block_time = pc.block_time + block_number = np.ceil( + round(instruction.duration / block_time, 4) + ) # round to remove floating point errors + if return_samples: + calc_sample = block_number * block_size + else: + calc_sample = block_number * block_time + + return calc_sample + + +@dataclass +class QbloxPackage: + target: PulseChannel + sequence: Sequence + + +class QbloxEmitter: + def emit(self, qat_file: QatFile) -> List[QbloxPackage]: + contexts: Dict[PulseChannel, QbloxContext] = {} + + with ExitStack() as stack: + inst_iter = iter(qat_file.instructions) + while (inst := next(inst_iter, None)) is not None: + if not isinstance(inst, QuantumInstruction): + continue # Ignore classical instructions + + if isinstance(inst, PostProcessing): + continue # Ignore postprocessing + + if isinstance(inst, Synchronize): + for target in inst.quantum_targets: + if not isinstance(target, PulseChannel): + raise ValueError(f"{target} is not a PulseChannel") + contexts.setdefault( + target, stack.enter_context(QbloxContext(qat_file.repeat)) + ) + QbloxContext.synchronize(inst, contexts) + continue + + if isinstance(inst, PhaseReset): + QbloxContext.reset_phase(inst, contexts) + continue + + for target in inst.quantum_targets: + if not isinstance(target, PulseChannel): + raise ValueError(f"{target} is not a PulseChannel") + + context = contexts.setdefault( + target, stack.enter_context(QbloxContext(qat_file.repeat)) + ) + + if isinstance(inst, MeasurePulse): + acquire = next(inst_iter, None) + if acquire is None or not isinstance(acquire, Acquire): + raise ValueError( + "Found a MeasurePulse but no Acquire instruction followed" + ) + context.measure_acquire(inst, acquire, target) + elif isinstance(inst, Waveform): + context.waveform(inst, target) + elif isinstance(inst, Delay): + context.delay(inst) + elif isinstance(inst, PhaseShift): + context.shift_phase(inst) + elif isinstance(inst, FrequencyShift): + context.shift_frequency(inst, target) + elif isinstance(inst, Id): + context.id() + + contexts = self.optimize(contexts) + + return [context.create_package(target) for target, context in contexts.items()] + + def optimize(self, qblox_contexts: Dict) -> Dict: + # Remove empty contexts + qblox_contexts = { + target: context + for target, context in qblox_contexts.items() + if not context.is_empty() + } + + # Remove Opcode.WAIT_SYNC instructions when the experiment contains only a singleton context + if len(qblox_contexts) == 1: + context = list(qblox_contexts.values())[0] + context.sequence_builder.q1asm_instructions = [ + inst + for inst in context.sequence_builder.q1asm_instructions + if not inst.opcode == Opcode.WAIT_SYNC + ] + + return qblox_contexts + + +class QbloxContext: + def __init__(self, repeat: Repeat): + self.sequence_builder = SequenceBuilder() + + self._repeat_count = repeat.repeat_count + self._repeat_period = repeat.repetition_period + self._repeat_reg = None + self._repeat_label = None + + self._duration: int = 0 + self._num_hw_avg = 1 # Technically disabled + self._wf_memory: int = Constants.MAX_SAMPLE_SIZE_WAVEFORMS + self._wf_index: int = 0 + self._acq_index: int = 0 + + self._frequency: float = 0.0 # Keeps record of the frequency shift on the target + + self._registers: List[str] = sorted( + f"R{index}" for index in range(Constants.NUMBER_OF_REGISTERS) + ) + self._label_counters = {} + + def _reg_alloc(self) -> str: + if len(self._registers) < 1: + raise IndexError( + "Out of registers. Attempting to use more registers " + "than available in the Q1 sequence processor" + ) + return self._registers.pop(0) + + def _reg_free(self, register: str) -> None: + if register in self._registers: + raise RuntimeError(f"Cannot free register '{register}' as it's not in use") + self._registers.append(register) + + def _generate_label(self, prefix: str): + counter = self._label_counters.setdefault(prefix, 0) + self._label_counters[prefix] = counter + 1 + return f"{prefix}_{counter}" + + @contextmanager + def _loop(self, label: str, iter_count: int = 1): + """ + This context can be used to avoid unrolling loops but needs manual addition of the 0 iteration + either immediately after the yield or immediately after the context has exited. + """ + register = self._reg_alloc() + label = self._generate_label(label) + self.sequence_builder.move(iter_count, register) + self.sequence_builder.nop() + self.sequence_builder.label(label) + yield register + self.sequence_builder.loop(register, label) + self._reg_free(register) + + @contextmanager + def _inc_jlt(self, label: str, iter_count: int = 1, start=0, step=1): + """ + The `loop` instruction first subtracts 1 from the register and then exits if that is equal to 0. + This means the effective range will be [iter_count-1, 1], 0 is not included. This context uses + the `jlt` jump instruction as it's more flexible than `loop`. + + It allows to incrementally iterate `iter_count` times from `start` (inclusive). + """ + register = self._reg_alloc() + label = self._generate_label(label) + self.sequence_builder.move(start, register) + self.sequence_builder.nop() + self.sequence_builder.label(label) + yield register + self.sequence_builder.add(register, step, register) + self.sequence_builder.nop() + self.sequence_builder.jlt(register, iter_count, label) + self._reg_free(register) + + def __enter__(self): + self.clear() + self._repeat_reg = self._reg_alloc() + self._repeat_label = self._generate_label("repeat_label") + + self.sequence_builder.set_mrk(3) + self.sequence_builder.upd_param(Constants.GRID_TIME) + self.sequence_builder.move(0, self._repeat_reg) + self.sequence_builder.nop() + self.sequence_builder.label(self._repeat_label) + self.sequence_builder.reset_ph() + + return self + + def __exit__(self, exc_type, exc_val, exc_tb): + self._wait(self._repeat_period) + self.sequence_builder.add(self._repeat_reg, 1, self._repeat_reg) + self.sequence_builder.nop() + self.sequence_builder.jlt(self._repeat_reg, self._repeat_count, self._repeat_label) + self.sequence_builder.stop() + + self._reg_free(self._repeat_reg) + self._repeat_label = None + self._repeat_reg = None + + @property + def duration(self): + return self._duration + + def is_empty(self): + return not ( + any(self.sequence_builder.waveforms) or any(self.sequence_builder.acquisitions) + ) + + def clear(self): + self.sequence_builder.waveforms.clear() + self.sequence_builder.acquisitions.clear() + self.sequence_builder.weights.clear() + self.sequence_builder.q1asm_instructions.clear() + + def create_package(self, target: PulseChannel): + sequence = self.sequence_builder.build() + return QbloxPackage(target, sequence) + + def _wait(self, duration: float): + if duration == 0: + return + if duration < 0: + raise ValueError(f"Wait duration must be positive, got {duration} instead") + + duration_nanos = int(duration * 1e9) + quotient = duration_nanos // Constants.IMMEDIATE_MAX_WAIT_TIME + remainder = duration_nanos % Constants.IMMEDIATE_MAX_WAIT_TIME + if quotient > Constants.LOOP_UNROLL_THRESHOLD: + with self._loop("wait_label", quotient): + self.sequence_builder.wait(Constants.IMMEDIATE_MAX_WAIT_TIME) + elif quotient >= 1: + for _ in range(quotient): + self.sequence_builder.wait(Constants.IMMEDIATE_MAX_WAIT_TIME) + + if remainder > 0: + self.sequence_builder.wait(remainder) + + def _process_waveform(self, waveform: Waveform, target: PulseChannel): + # TODO - Support pulse stitching using q1asm + samples = int(calculate_duration(waveform, return_samples=True)) + if samples == 0: + return None, None, samples + + dt = target.sample_time + length = samples * dt + centre = length / 2.0 + t = np.linspace( + start=-centre + 0.5 * dt, stop=length - centre - 0.5 * dt, num=samples + ) + pulse = evaluate_shape(waveform, t) + scale = target.scale + if isinstance(waveform, (Pulse, CustomPulse)) and waveform.ignore_channel_scale: + scale = 1 + + pulse *= scale + pulse += target.bias + + if 2 * pulse.size > self._wf_memory: # for both I and Q + raise ValueError( + f"No more waveform memory left for {waveform} on pulse channel {target}" + ) + + wf_name = type(waveform).__name__ + if isinstance(waveform, Pulse): + wf_name = waveform.shape.name + + index = len(self.sequence_builder.waveforms) + i_index, q_index = self._wf_index, self._wf_index + 1 + self.sequence_builder.add_waveform( + f"{wf_name}_{index}_I", i_index, pulse.real.tolist() + ) + self.sequence_builder.add_waveform( + f"{wf_name}_{index}_Q", q_index, pulse.imag.tolist() + ) + + self._wf_memory = self._wf_memory - pulse.size + self._wf_index = self._wf_index + 2 + + return i_index, q_index, pulse.size + + def _process_acquire(self, acquire: Acquire, target: PulseChannel): + config = target.physical_channel.baseband.config + for sequencer in config.sequencers.values(): + sequencer.square_weight_acq.integration_length = int(acquire.duration * 1e9) + + acq_index = self._acq_index + self.sequence_builder.add_acquisition( + acquire.output_variable, acq_index, self._repeat_count + ) + self._acq_index = acq_index + 1 + return acq_index + + def id(self): + self.sequence_builder.nop() + + def delay(self, inst: Delay): + self._wait(inst.duration) + self._duration = self._duration + inst.duration + + def waveform(self, waveform: Waveform, target: PulseChannel): + i_index, q_index, num_samples = self._process_waveform(waveform, target) + if (i_index, q_index, num_samples) == (None, None, 0): + return + self.sequence_builder.play(i_index, q_index, Constants.GRID_TIME) + self.sequence_builder.wait(num_samples - Constants.GRID_TIME) + self._duration = self._duration + waveform.duration + + def measure_acquire( + self, measure: MeasurePulse, acquire: Acquire, target: PulseChannel + ): + i_index, q_index, num_samples = self._process_waveform(measure, target) + if (i_index, q_index, num_samples) == (None, None, 0): + raise ValueError(f"Measure pulse must not be empty") + acq_index = self._process_acquire(acquire, target) + + def _add_binned_acq_instructions(): + self.sequence_builder.play(i_index, q_index, Constants.GRID_TIME) + self._wait(acquire.delay) + self.sequence_builder.acquire( + acq_index, + self._repeat_reg, + Constants.MAX_SAMPLE_SIZE_SCOPE_ACQUISITIONS, + ) + + if self._num_hw_avg <= Constants.LOOP_UNROLL_THRESHOLD: + for _ in range(self._num_hw_avg): + _add_binned_acq_instructions() + else: + with self._loop("avg_label", self._num_hw_avg + 1): + _add_binned_acq_instructions() + + self._duration = self._duration + measure.duration + + @staticmethod + def synchronize(inst: Synchronize, contexts: Dict): + max_duration = max([cxt.duration for cxt in contexts.values()]) + for target in inst.quantum_targets: + cxt = contexts[target] + delay_time = max_duration - cxt.duration + cxt.delay(Delay(target, delay_time)) + cxt.sequence_builder.wait_sync(Constants.GRID_TIME) + + @staticmethod + def reset_phase(inst: PhaseReset, contexts: Dict): + for target in inst.quantum_targets: + cxt = contexts[target] + cxt._phase = 0.0 + cxt.sequence_builder.reset_ph() + cxt.sequence_builder.upd_param(Constants.GRID_TIME) + + def shift_phase(self, inst: PhaseShift): + value = get_nco_phase_arguments(inst.phase) + self.sequence_builder.set_ph_delta(value) + self.sequence_builder.upd_param(Constants.GRID_TIME) + + def shift_frequency(self, inst, target): + # TODO - discuss w/t quantum_target.fixed_if is True or False + old_frequency = target.frequency + self._frequency + new_frequency = old_frequency + inst.frequency + if new_frequency < target.min_frequency or new_frequency > target.max_frequency: + raise ValueError( + f"Cannot shift pulse channel frequency from '{old_frequency}' to '{new_frequency}'" + ) + + self._frequency = self._frequency + inst.frequency + shifted_nco_freq = target.baseband_if_frequency + self._frequency + value = get_nco_set_frequency_arguments(shifted_nco_freq) # 1 MHZ <-> 4e6 + self.sequence_builder.set_freq(value) + self.sequence_builder.upd_param(Constants.GRID_TIME) diff --git a/src/QAT/qat/purr/backends/qblox/config.py b/src/QAT/qat/purr/backends/qblox/config.py new file mode 100644 index 000000000..34ca20f54 --- /dev/null +++ b/src/QAT/qat/purr/backends/qblox/config.py @@ -0,0 +1,335 @@ +from abc import ABC, abstractmethod +from dataclasses import dataclass, field +from typing import Dict, List + +from qblox_instruments.qcodes_drivers.module import Module +from qblox_instruments.qcodes_drivers.sequencer import Sequencer + +from qat.purr.compiler.devices import PulseChannel + + +@dataclass +class ConnectionConfig: + bulk_value: List[str] = field(default_factory=list) + out0: str = None # Enum: {‘I’, ‘Q’, ‘off’} + out1: str = None # Enum: {‘I’, ‘Q’, ‘off’} + out2: str = None # Enum: {‘I’, ‘Q’, ‘off’} + out3: str = None # Enum: {‘I’, ‘Q’, ‘off’} + acq: str = None # Enum: {False, ‘in0’, True, ‘off’} + acq_I: str = None # Enum: {‘in0’, ‘in1’, ‘off’} + acq_Q: str = None # Enum: {‘in0’, ‘in1’, ‘off’} + + +@dataclass +class NcoConfig: + freq: float = None + phase_offs: float = None + prop_delay_comp: int = None + prop_delay_comp_en: bool = None + + +@dataclass +class AwgConfig: + cont_mode_en_path0: bool = None + cont_mode_en_path1: bool = None + cont_mode_waveform_idx_path0: int = None + cont_mode_waveform_idx_path1: int = None + + upsample_rate_path0: int = None + upsample_rate_path1: int = None + + gain_path0: float = None + gain_path1: float = None + + offset_path0: float = None + offset_path1: float = None + + mod_en: bool = None + + +@dataclass +class MixerConfig: + phase_offset: float = None + gain_ratio: float = None + + +@dataclass +class SquareWeightAcq: + integration_length: int = None + + +@dataclass +class ThresholdedAcqConfig: + rotation: int = None + threshold: float = None + marker_en: bool = None + marker_address: int = None + marker_invert: bool = None + trigger_en: bool = None + trigger_address: int = None + trigger_invert: bool = None + + +@dataclass +class TtlAcqConfig: + auto_bin_incr_en: bool = None + threshold: float = None + input_select: int = None + + +@dataclass +class SequencerConfig: + sync_en: bool = None + marker_ovr_en: bool = None + marker_ovr_value: int = None + + trigger_count_thresholds: int = field(default_factory=dict) # key in [0,15] + trigger_threshold_inverts: bool = field(default_factory=dict) # key in [0,15] + + connection: ConnectionConfig = ConnectionConfig() + nco: NcoConfig = NcoConfig() + awg: AwgConfig = AwgConfig() + mixer: MixerConfig = MixerConfig() + + demod_en_acq: bool = None + square_weight_acq: SquareWeightAcq = SquareWeightAcq() + thresholded_acq: ThresholdedAcqConfig = ThresholdedAcqConfig() + ttl_acq: TtlAcqConfig = TtlAcqConfig() + + +@dataclass +class OffsetConfig: + out0: float = None + out1: float = None + out2: float = None + out3: float = None + + in1: float = None + in0: float = None + + out0_path0: float = None + out0_path1: float = None + out1_path0: float = None + out1_path1: float = None + + in0_path0: float = None + in0_path1: float = None + + +@dataclass +class LoConfig: + out0_en: bool = None + out0_freq: float = None + out1_en: bool = None + out1_freq: float = None + + out0_in0_en: bool = None + out0_in0_freq: float = None + + +@dataclass +class AttConfig: + out0: int = None + out1: int = None + in0: int = None + + +@dataclass +class GainConfig: + in0: int = None + in1: int = None + + +@dataclass +class ScopeAcqConfig: + sequencer_select: int = None + trigger_mode_path0: str = None # Enum: {‘sequencer’, ‘level’} + trigger_mode_path1: str = None # Enum: {‘sequencer’, ‘level’} + trigger_level_path0: float = None + trigger_level_path1: float = None + avg_mode_en_path0: bool = None + avg_mode_en_path1: bool = None + + +@dataclass +class ModuleConfig: + marker_inverts: Dict[int, bool] = field(default_factory=dict) + + offset: OffsetConfig = OffsetConfig() + lo: LoConfig = LoConfig() + attenuation: AttConfig = AttConfig() + gain: GainConfig = GainConfig() + scope_acq: ScopeAcqConfig = ScopeAcqConfig() + + +@dataclass +class QbloxConfig: + slot_idx: int = None + module: ModuleConfig = ModuleConfig() + sequencers: Dict[int, SequencerConfig] = field(default_factory=dict) + + +class QbloxConfigHelper(ABC): + def __init__(self, target: PulseChannel): + self.target = target + + def configure(self, module: Module, sequencer: Sequencer): + config: QbloxConfig = self.target.physical_channel.config + self.clear(module, sequencer) + self.configure_module(module, config.module) + self.configure_sequencer(sequencer, config.sequencers[sequencer.seq_idx]) + + def clear(self, module: Module, sequencer: Sequencer): + module.disconnect_outputs() + + @abstractmethod + def configure_module(self, module: Module, config: ModuleConfig): + pass + + @abstractmethod + def configure_sequencer(self, sequencer: Sequencer, config: SequencerConfig): + pass + + def configure_connection(self, sequencer: Sequencer, config: SequencerConfig): + if config.connection: + sequencer.connect_sequencer(*config.connection.bulk_value) + + def configure_nco(self, sequencer: Sequencer, config: SequencerConfig): + physical_channel = self.target.physical_channel + bb_if_frequency = physical_channel.baseband_if_frequency + sequencer.nco_freq(bb_if_frequency) + if config.nco.prop_delay_comp_en: + sequencer.nco_prop_delay_comp_en(config.nco.prop_delay_comp_en) + if config.nco.prop_delay_comp: + sequencer.nco_prop_delay_comp(config.nco.prop_delay_comp) + if config.nco.phase_offs: + sequencer.nco_phase_offs(config.nco.phase_offs) + + def configure_awg(self, sequencer: Sequencer, config: SequencerConfig): + if config.awg.mod_en: + sequencer.mod_en_awg(config.awg.mod_en) + if config.awg.gain_path0: + sequencer.gain_awg_path0(config.awg.gain_path0) + if config.awg.gain_path1: + sequencer.gain_awg_path1(config.awg.gain_path1) + if config.awg.offset_path0: + sequencer.offset_awg_path0(config.awg.offset_path0) + if config.awg.offset_path1: + sequencer.offset_awg_path1(config.awg.offset_path1) + + def configure_mixer(self, sequencer: Sequencer, config: SequencerConfig): + if config.mixer.phase_offset: + sequencer.mixer_corr_phase_offset_degree(config.mixer.phase_offset) + if config.mixer.gain_ratio: + sequencer.mixer_corr_gain_ratio(config.mixer.gain_ratio) + + +class QcmConfigHelper(QbloxConfigHelper): + pass + + +class QcmRfConfigHelper(QcmConfigHelper): + def configure_module(self, module, config): + self.configure_lo(module, config) + self.configure_attenuation(module, config) + self.configure_offset(module, config) + + def configure_sequencer(self, sequencer, config): + if config.sync_en: + sequencer.sync_en(config.sync_en) + self.configure_connection(sequencer, config) + self.configure_nco(sequencer, config) + self.configure_awg(sequencer, config) + self.configure_mixer(sequencer, config) + + def configure_lo(self, module, config): + physical_channel = self.target.physical_channel + bb_if_frequency = physical_channel.baseband_if_frequency + bb_frequency = self.target.frequency - bb_if_frequency # TMP + if config.lo.out0_en: + module.out0_lo_en(config.lo.out0_en) # Switch the LO 0 on + module.out0_lo_freq(bb_frequency) + if config.lo.out1_en: + module.out1_lo_en(config.lo.out1_en) # Switch the LO 1 on + module.out1_lo_freq(bb_frequency) + + def configure_attenuation(self, module, config): + if config.attenuation.out0: + module.out0_att(config.attenuation.out0) + if config.attenuation.out1: + module.out1_att(config.attenuation.out1) + + def configure_offset(self, module, config): + if config.offset.out0_path0: + module.out0_offset_path0(config.offset.out0_path0) + if config.offset.out0_path1: + module.out0_offset_path1(config.offset.out0_path1) + if config.offset.out1_path0: + module.out1_offset_path0(config.offset.out1_path0) + if config.offset.out1_path1: + module.out1_offset_path1(config.offset.out1_path1) + + +class QrmConfigHelper(QbloxConfigHelper): + def configure(self, module, sequencer): + super().configure(module, sequencer) + + # TODO - make these settings dynamic + module.scope_acq_sequencer_select(sequencer.seq_idx) + module.scope_acq_trigger_mode_path0("sequencer") + module.scope_acq_trigger_mode_path1("sequencer") + + def clear(self, module: Module, sequencer: Sequencer): + super().clear(module, sequencer) + module.disconnect_inputs() + + def configure_scope_acq(self, module, config): + scope_acq = config.scope_acq + if scope_acq.avg_mode_en_path0: + module.scope_acq_avg_mode_en_path0(scope_acq.avg_mode_en_path0) + if scope_acq.avg_mode_en_path1: + module.scope_acq_avg_mode_en_path1(scope_acq.avg_mode_en_path1) + + +class QrmRfConfigHelper(QrmConfigHelper): + def configure_module(self, module, config): + self.configure_lo(module, config) + self.configure_attenuation(module, config) + self.configure_offset(module, config) + self.configure_scope_acq(module, config) + + def configure_sequencer(self, sequencer, config): + if config.sync_en: + sequencer.sync_en(config.sync_en) + self.configure_connection(sequencer, config) + self.configure_nco(sequencer, config) + self.configure_awg(sequencer, config) + self.configure_mixer(sequencer, config) + self.configure_acq(sequencer, config) + + def configure_lo(self, module, config): + physical_channel = self.target.physical_channel + bb_if_frequency = physical_channel.baseband_if_frequency + bb_frequency = self.target.frequency - bb_if_frequency # TMP + if config.lo.out0_in0_en: + module.out0_in0_lo_en(config.lo.out0_in0_en) # Switch the LO on + module.out0_in0_lo_freq(bb_frequency) + + def configure_attenuation(self, module, config): + if config.attenuation.out0: + module.out0_att(config.attenuation.out0) + if config.attenuation.in0: + module.in0_att(config.attenuation.in0) + + def configure_offset(self, module, config): + if config.offset.out0_path0: + module.out0_offset_path0(config.offset.out0_path0) + if config.offset.out0_path1: + module.out0_offset_path1(config.offset.out0_path1) + + def configure_acq(self, sequencer, config): + # Square weight integration + if config.demod_en_acq: + sequencer.demod_en_acq(config.demod_en_acq) + if config.square_weight_acq.integration_length: + sequencer.integration_length_acq(config.square_weight_acq.integration_length) diff --git a/src/QAT/qat/purr/backends/qblox/device.py b/src/QAT/qat/purr/backends/qblox/device.py new file mode 100644 index 000000000..3fd8cb2b7 --- /dev/null +++ b/src/QAT/qat/purr/backends/qblox/device.py @@ -0,0 +1,311 @@ +import json +import os +from dataclasses import asdict +from datetime import datetime +from functools import reduce +from typing import Dict, List + +import numpy as np +from qblox_instruments import Cluster, DummyScopeAcquisitionData +from qblox_instruments.qcodes_drivers.module import Module +from qblox_instruments.qcodes_drivers.sequencer import Sequencer + +from qat.purr.backends.live_devices import ControlHardware, Instrument, LivePhysicalBaseband +from qat.purr.backends.qblox.codegen import QbloxPackage +from qat.purr.backends.qblox.config import ( + QbloxConfig, + QcmConfigHelper, + QcmRfConfigHelper, + QrmConfigHelper, + QrmRfConfigHelper, +) +from qat.purr.compiler.devices import ( + ChannelType, + PhysicalChannel, + PulseChannel, + Qubit, + Resonator, +) +from qat.purr.utils.logger import get_default_logger + +log = get_default_logger() + + +class QbloxResonator(Resonator): + """ + A hack around QBlox acquisition to use the same pulse channel + for MeasurePulse and Acquire instructions. + """ + + def get_measure_channel(self) -> PulseChannel: + return self.get_pulse_channel(ChannelType.macq) + + def get_acquire_channel(self) -> PulseChannel: + return self.get_pulse_channel(ChannelType.macq) + + +class QbloxPhysicalBaseband(LivePhysicalBaseband): + def __init__( + self, + id_, + frequency, + if_frequency, + instrument: Instrument, + slot_idx: int, + config: QbloxConfig, + ): + super().__init__(id_, frequency, if_frequency, instrument) + self.slot_idx = slot_idx + self.config = config # TBD, is it worth flattening ? + + +class QbloxPhysicalChannel(PhysicalChannel): + baseband: QbloxPhysicalBaseband + + @property + def slot_idx(self): + return self.baseband.slot_idx + + @property + def config(self): + return self.baseband.config + + def build_resonator(self, resonator_id, *args, **kwargs): + """Helper method to build a resonator with default channels.""" + kwargs.pop("fixed_if", None) + reson = QbloxResonator(resonator_id, self) + reson.create_pulse_channel(ChannelType.macq, *args, fixed_if=True, **kwargs) + reson.default_pulse_channel_type = ChannelType.macq + return reson + + def build_qubit( + self, + index, + resonator, + drive_freq, + second_state_freq=None, + channel_scale=(1.0e-8 + 0.0j), + measure_amp: float = 1.0, + fixed_drive_if=False, + qubit_id=None, + ): + """ + Helper method tp build a qubit with assumed default values on the channels. Modelled after the live hardware. + """ + qubit = Qubit(index, resonator, self, drive_amp=measure_amp, id_=qubit_id) + qubit.create_pulse_channel( + ChannelType.drive, + frequency=drive_freq, + scale=channel_scale, + fixed_if=fixed_drive_if, + ) + + qubit.create_pulse_channel( + ChannelType.second_state, frequency=second_state_freq, scale=channel_scale + ) + + qubit.measure_acquire["delay"] = 151e-9 # TOF + + return qubit + + +class QbloxControlHardware(ControlHardware): + _driver: Cluster + + def __init__( + self, + dev_id: str = None, + name: str = None, + address: str = None, + cfg: Dict = None, + ): + super().__init__(id_=dev_id or os.environ.get("QBLOX_DEV_ID")) + self.name = name or os.environ.get("QBLOX_DEV_NAME") + self.address = address or os.environ.get("QBLOX_DEV_IP") + self.cfg = cfg + self.dump_sequence = False + self._resources: Dict[Module, Dict[PulseChannel, Sequencer]] = {} + + def allocate_resources(self, target: PulseChannel): + module_id = target.physical_channel.slot_idx - 1 # slot_idx is in range [1..20] + module: Module = self._driver.modules[module_id] + allocations = self._resources.setdefault(module, {}) + if target in allocations: + return module, allocations[target] + + total = set(target.physical_channel.config.sequencers.keys()) + allocated = set([seq.seq_idx for seq in allocations.values()]) + + available = list(total - allocated) + if available: + sequencer: Sequencer = module.sequencers[available[0]] + allocations[target] = sequencer + return module, sequencer + + raise ValueError(f"No more available sequencers on module {module}") + + def _get_acquisitions(self, module: Module, sequencer: Sequencer): + module.get_sequencer_status(sequencer.seq_idx, timeout=1) + module.get_acquisition_status(sequencer.seq_idx, timeout=1) + + acquisitions = module.get_acquisitions(sequencer.seq_idx) + for acq_name in acquisitions: + module.store_scope_acquisition(sequencer.seq_idx, acq_name) + + return module.get_acquisitions(sequencer.seq_idx) + + def connect(self): + if self._driver is None or not Cluster.is_valid(self._driver): + self._driver: Cluster = Cluster( + name=self.name, + identifier=self.address, + dummy_cfg=( + self.cfg if self.address is None else None + ), # Ignore dummy config if an address is given + ) + self._driver.reset() + log.info(self._driver.get_system_status()) + self.is_connected = True + + def disconnect(self): + if self._driver is not None: + try: + self._driver.close() + self.is_connected = False + except BaseException as e: + log.warning( + f"Failed to close instrument ID: {self.id} at: {self.address}\n{str(e)}" + ) + + def install(self, package: QbloxPackage): + # Temporary hack to work with both in-memory un-pickled hw model + # Reason is that integer keys are coerced into strings during pickling + config: QbloxConfig = package.target.physical_channel.config + config.sequencers = {int(k): v for k, v in config.sequencers.items()} + + module, sequencer = self.allocate_resources(package.target) + log.debug(f"Configuring module {module}, sequencer {sequencer}") + if module.is_qcm_type: + if module.is_rf_type: + QcmRfConfigHelper(package.target).configure(module, sequencer) + else: + QcmConfigHelper(package.target).configure(module, sequencer) + elif module.is_qrm_type: + if module.is_rf_type: + QrmRfConfigHelper(package.target).configure(module, sequencer) + else: + QrmConfigHelper(package.target).configure(module, sequencer) + + sequence = asdict(package.sequence) + if self.dump_sequence: + filename = f"schedules/sequence_{module.slot_idx}_{sequencer.seq_idx}_@_{datetime.utcnow()}.json" + os.makedirs(os.path.dirname(filename), exist_ok=True) + with open(filename, "w") as f: + f.write(json.dumps(sequence)) + + log.debug(f"Uploading sequence to {module}, sequencer {sequencer}") + sequencer.sequence(sequence) + + return module, sequencer + + def set_data(self, qblox_packages: List[QbloxPackage]): + self._resources.clear() + for package in qblox_packages: + self.install(package) + + def start_playback(self, repetitions: int, repetition_time: float): + if not any(self._resources): + raise ValueError("No resources allocated. Install packages first") + + results = {} + for module, allocations in self._resources.items(): + for target, sequencer in allocations.items(): + if module.is_qrm_type: + sequencer.delete_acquisition_data(all=True) + + for module, allocations in self._resources.items(): + for target, sequencer in allocations.items(): + module.arm_sequencer(sequencer.seq_idx) + + for module, allocations in self._resources.items(): + for target, sequencer in allocations.items(): + module.start_sequencer(sequencer.seq_idx) + + for module, allocations in self._resources.items(): + for target, sequencer in allocations.items(): + if module.is_qrm_type: + result_id = target.physical_channel.id + if result_id in results: + raise ValueError( + "Two or more pulse channels on the same physical channel" + ) + acquisitions = self._get_acquisitions(module, sequencer) + for acq_name, acq in acquisitions.items(): + i = np.array(acq["acquisition"]["bins"]["integration"]["path0"]) + q = np.array(acq["acquisition"]["bins"]["integration"]["path1"]) + results[result_id] = ( + i + 1j * q + ) / sequencer.integration_length_acq() + + self._resources.clear() + return results + + def __getstate__(self) -> Dict: + results = super(QbloxControlHardware, self).__getstate__() + results["_driver"] = None + results["_resources"] = {} + return results + + def __setstate__(self, state): + self.__dict__.update(state) + self._driver = None + self._resources = {} + self.is_connected = False + + +class DummyQbloxControlHardware(QbloxControlHardware): + def _setup_dummy_acq_data(self, module, sequencer: Sequencer): + if module.is_qrm_type: + waveforms = sequencer.get_waveforms() + dummy_data = reduce(lambda a, b: a + b, [a["data"] for a in waveforms.values()]) + dummy_data = [(z, z) for z in dummy_data / np.linalg.norm(dummy_data)] + dummy_scope_acquisition_data = DummyScopeAcquisitionData( + data=dummy_data, out_of_range=(False, False), avg_cnt=(0, 0) + ) + module.set_dummy_scope_acquisition_data( + sequencer=sequencer.seq_idx, data=dummy_scope_acquisition_data + ) + + def set_data(self, qblox_packages: List[QbloxPackage]): + self._resources.clear() + for package in qblox_packages: + module, sequencer = self.install(package) + + self._setup_dummy_acq_data(module, sequencer) + + def start_playback(self, repetitions: int, repetition_time: float): + if not any(self._resources): + raise ValueError("No resources allocated. Install packages first") + + results = {} + for module, allocations in self._resources.items(): + for target, sequencer in allocations.items(): + module.arm_sequencer(sequencer.seq_idx) + module.start_sequencer(sequencer.seq_idx) + + if module.is_qrm_type: + result_id = target.physical_channel.id + if result_id in results: + raise ValueError( + "Two or more pulse channels on the same physical channel" + ) + acquisitions = self._get_acquisitions(module, sequencer) + for acq_name, acq in acquisitions.items(): + i = np.array(acq["acquisition"]["bins"]["integration"]["path0"]) + q = np.array(acq["acquisition"]["bins"]["integration"]["path1"]) + results[result_id] = ( + i + 1j * q + ) / sequencer.integration_length_acq() + + self._resources.clear() + return results diff --git a/src/QAT/qat/purr/backends/qblox/ir.py b/src/QAT/qat/purr/backends/qblox/ir.py new file mode 100644 index 000000000..8db17e334 --- /dev/null +++ b/src/QAT/qat/purr/backends/qblox/ir.py @@ -0,0 +1,259 @@ +from dataclasses import dataclass +from enum import Enum +from typing import Any, Dict, List, Tuple, Union + +import numpy as np + + +class Constants: + IMMEDIATE_MAX_WAIT_TIME = pow(2, 16) - 4 + """Max size of wait instruction immediates in Q1ASM programs. Max value allowed by + assembler is 2**16-1, but this is the largest that is a multiple of 4 ns.""" + REGISTER_SIZE = pow(2, 32) - 1 + """Size of registers in Q1ASM programs.""" + NCO_PHASE_STEPS_PER_DEG = 1e9 / 360 + """The number of steps per degree for NCO phase instructions arguments.""" + NCO_FREQ_STEPS_PER_HZ = 4.0 + """The number of steps per Hz for the NCO set_freq instruction.""" + NCO_FREQ_LIMIT_STEPS = 2e9 + """The maximum and minimum frequency expressed in steps for the NCO set_freq instruction. + For the minimum we multiply by -1.""" + NUMBER_OF_SEQUENCERS_QCM = 6 + """Number of sequencers supported by a QCM/QCM-RF in the latest firmware.""" + NUMBER_OF_SEQUENCERS_QRM = 6 + """Number of sequencers supported by a QRM/QRM-RF in the latest firmware.""" + NUMBER_OF_REGISTERS: int = 64 + """Number of registers available in the Qblox sequencers.""" + MAX_SAMPLE_SIZE_SCOPE_ACQUISITIONS: int = 16384 + """Maximal amount of scope trace acquisition datapoints returned.""" + MAX_SAMPLE_SIZE_WAVEFORMS: int = 16384 + """Maximal amount of samples in the waveforms to be uploaded to a sequencer.""" + GRID_TIME = 4 # ns + """ + Clock period of the sequencers. All time intervals used must be multiples of this value. + """ + LOOP_UNROLL_THRESHOLD = 4 + """ + Size above which loops have tolerable overhead + """ + + +class Opcode(Enum): + # Control + NEW_LINE = "\n" + NOP = "nop" + STOP = "stop" + + # Jumps + ADDRESS = "" + JUMP = "jmp" + JUMP_GREATER_EQUALS = "jge" + JUMP_LESS_THAN = "jlt" + LOOP = "loop" + + # Arithmetic + MOVE = "move" + ADD = "add" + SUB = "sub" + NOT = "not" + AND = "and" + OR = "or" + XOR = "xor" + + # Parameter operation + SET_MARKER = "set_mrk" + SET_NCO_FREQUENCY = "set_freq" + SET_NCO_PHASE = "set_ph" + SET_NCO_PHASE_OFFSET = "set_ph_delta" + RESET_PHASE = "reset_ph" + SET_AWG_GAIN = "set_awg_gain" + SET_AWG_OFFSET = "set_awg_offs" + + # Real-time pipeline + UPDATE_PARAMETERS = "upd_param" + PLAY = "play" + ACQUIRE = "acquire" + ACQUIRE_WEIGHED = "acquire_weighed" + ACQUIRE_TTL = "acquire_ttl" + WAIT = "wait" + WAIT_SYNC = "wait_sync" + WAIT_TRIGGER = "wait_trigger" + + +class Q1asmInstruction: + def __init__(self, opcode: Opcode, *operands): + self.opcode: Opcode = opcode + self.operands: Tuple[Any] = operands + + def __str__(self): + args = ",".join([str(op) for op in self.operands]) + if args == "": + return f"{self.opcode.value}" + + if self.opcode == Opcode.ADDRESS: + return args + return f"{self.opcode.value} {args}" + + def __repr__(self): + return self.__str__() + + +@dataclass +class Sequence: + waveforms: Dict[str, Dict[str, Any]] + weights: Dict[str, Any] + acquisitions: Dict[str, Any] + program: str + + +class SequenceBuilder: + """ + High-level builder apis for sequence codegen. + This includes q1asm, waveforms, weights, and acquisitions. + """ + + def __init__(self): + self.waveforms: Dict[str, Dict[str, Any]] = {} + self.acquisitions: Dict[str, Any] = {} + self.weights: Dict[str, Any] = {} + self.q1asm_instructions: List[Q1asmInstruction] = [] + + def build(self): + return Sequence( + waveforms=self.waveforms, + acquisitions=self.acquisitions, + weights=self.weights, + program=f"{Opcode.NEW_LINE.value}".join( + [str(inst) for inst in self.q1asm_instructions] + ), + ) + + def add_waveform(self, name: str, index: int, data: np.ndarray): + if name in self.waveforms: + raise ValueError(f"A waveform named {name} already exists") + self.waveforms[name] = {"index": index, "data": data} + + def add_acquisition(self, name: str, index: int, num_bins: int): + if name in self.acquisitions: + raise ValueError(f"An acquisition named {name} already exists") + self.acquisitions[name] = {"index": index, "num_bins": num_bins} + + def add_weight(self, name: str, index: int, data: np.ndarray): + if name in self.weights: + raise ValueError(f"A weight named {name} already exists") + self.weights[name] = {"index": index, "data": data} + + def _add_instruction(self, opcode: Opcode, *operands): + self.q1asm_instructions.append(Q1asmInstruction(opcode, *operands)) + return self + + # Control Instructions + def nop(self): + return self._add_instruction(Opcode.NOP) + + def stop(self): + return self._add_instruction(Opcode.STOP) + + # Jump Instructions + def label(self, label: Union[int, str]): + if isinstance(label, str): + label = f"{label}:" + return self._add_instruction(Opcode.ADDRESS, label) + + def jmp(self, address: Union[int, str]): + if isinstance(address, str): + address = f"@{address}" + return self._add_instruction(Opcode.JUMP, address) + + def jge(self, a: str, b: int, address: Union[int, str]): + if isinstance(address, str): + address = f"@{address}" + return self._add_instruction(Opcode.JUMP_GREATER_EQUALS, a, b, address) + + def jlt(self, a: str, b: int, address: Union[int, str]): + if isinstance(address, str): + address = f"@{address}" + return self._add_instruction(Opcode.JUMP_LESS_THAN, a, b, address) + + def loop(self, a: str, address: Union[int, str]): + if isinstance(address, str): + address = f"@{address}" + return self._add_instruction(Opcode.LOOP, a, address) + + # Arithmetic instructions + def move(self, src: Union[int, str], dest: str): + return self._add_instruction(Opcode.MOVE, src, dest) + + def add(self, a: str, b: Union[int, str], dest: str): + return self._add_instruction(Opcode.ADD, a, b, dest) + + def sub(self, a: str, b: Union[int, str], dest: str): + return self._add_instruction(Opcode.SUB, a, b, dest) + + def logic_not(self, src: Union[int, str], dest: str): + return self._add_instruction(Opcode.NOT, src, dest) + + def logic_and(self, a: str, b: Union[int, str], dest: str): + return self._add_instruction(Opcode.AND, a, b, dest) + + def logic_or(self, a: str, b: Union[int, str], dest: str): + return self._add_instruction(Opcode.OR, a, b, dest) + + def logic_xor(self, a: str, b: Union[int, str], dest: str): + return self._add_instruction(Opcode.XOR, a, b, dest) + + # Parameter operation instructions + def set_mrk(self, mask: Union[int, str]): + return self._add_instruction(Opcode.SET_MARKER, mask) + + def set_freq(self, frequency: Union[int, str]): + return self._add_instruction(Opcode.SET_NCO_FREQUENCY, frequency) + + def set_ph(self, phase: Union[int, str]): + return self._add_instruction(Opcode.SET_NCO_PHASE, phase) + + def set_ph_delta(self, phase_delta: Union[int, str]): + return self._add_instruction(Opcode.SET_NCO_PHASE_OFFSET, phase_delta) + + def reset_ph(self): + return self._add_instruction(Opcode.RESET_PHASE) + + def set_awg_gain(self, gain_i: Union[int, str], gain_q: Union[int, str]): + return self._add_instruction(Opcode.SET_AWG_GAIN, gain_i, gain_q) + + def set_awg_offs(self, offset_i: Union[int, str], offset_q: Union[int, str]): + return self._add_instruction(Opcode.SET_AWG_OFFSET, offset_i, offset_q) + + # Real-time instructions + def upd_param(self, duration: int): + return self._add_instruction(Opcode.UPDATE_PARAMETERS, duration) + + def play(self, wave_i: Union[int, str], wave_q: Union[int, str], duration: int): + return self._add_instruction(Opcode.PLAY, wave_i, wave_q, duration) + + def acquire(self, acq: int, bin: Union[int, str], duration: int): + return self._add_instruction(Opcode.ACQUIRE, acq, bin, duration) + + def acquire_weighed( + self, + acq: int, + bin: Union[int, str], + weight_i: int, + weight_q: int, + duration: int, + ): + return self._add_instruction( + Opcode.ACQUIRE_WEIGHED, acq, bin, weight_i, weight_q, duration + ) + + def acquire_ttl(self, acq: int, bin: Union[int, str], enable: int, duration: int): + return self._add_instruction(Opcode.ACQUIRE_TTL, acq, bin, enable, duration) + + def wait(self, duration: Union[int, str]): + return self._add_instruction(Opcode.WAIT, duration) + + def wait_trigger(self, trigger: Union[int, str], duration: Union[int, str]): + return self._add_instruction(Opcode.WAIT_TRIGGER, trigger, duration) + + def wait_sync(self, duration: Union[int, str]): + return self._add_instruction(Opcode.WAIT_SYNC, duration) diff --git a/src/QAT/qat/purr/backends/qblox/live.py b/src/QAT/qat/purr/backends/qblox/live.py new file mode 100644 index 000000000..6d93faf32 --- /dev/null +++ b/src/QAT/qat/purr/backends/qblox/live.py @@ -0,0 +1,90 @@ +from typing import Dict + +import numpy as np + +from qat.purr.backends.live import LiveDeviceEngine, LiveHardwareModel +from qat.purr.backends.qblox.codegen import QbloxEmitter +from qat.purr.backends.utilities import get_axis_map +from qat.purr.compiler.emitter import QatFile +from qat.purr.compiler.execution import SweepIterator +from qat.purr.compiler.instructions import AcquireMode +from qat.purr.compiler.interrupt import NullInterrupt + + +class QbloxLiveHardwareModel(LiveHardwareModel): + def create_engine(self): + return QbloxLiveEngine(self) + + +class QbloxLiveEngine(LiveDeviceEngine): + def startup(self): + if self.model.control_hardware is None: + raise ValueError(f"Please add a control hardware first!") + self.model.control_hardware.connect() + + def shutdown(self): + if self.model.control_hardware is None: + raise ValueError(f"Please add a control hardware first!") + self.model.control_hardware.disconnect() + + def _execute_on_hardware( + self, sweep_iterator: SweepIterator, package: QatFile, interrupt=NullInterrupt() + ): + if self.model.control_hardware is None: + raise ValueError("Please add a control hardware first!") + + results = {} + while not sweep_iterator.is_finished(): + sweep_iterator.do_sweep(package.instructions) + + position_map = self.create_duration_timeline(package.instructions) + + qblox_packages = QbloxEmitter().emit(package) + aq_map = self.build_acquire_list(position_map) + self.model.control_hardware.set_data(qblox_packages) + + repetitions = package.repeat.repeat_count + repetition_time = package.repeat.repetition_period + + for aqs in aq_map.values(): + if len(aqs) > 1: + raise ValueError( + "Multiple acquisitions are not supported on the same channel in one sweep step" + ) + for aq in aqs: + physical_channel = aq.physical_channel + dt = physical_channel.sample_time + physical_channel.readout_start = aq.start * dt + aq.delay + physical_channel.readout_length = aq.samples * dt + physical_channel.acquire_mode_integrator = ( + aq.mode == AcquireMode.INTEGRATOR + ) + + playback_results: Dict[str, np.ndarray] = ( + self.model.control_hardware.start_playback( + repetitions=repetitions, repetition_time=repetition_time + ) + ) + + for channel, aqs in aq_map.items(): + if len(aqs) > 1: + raise ValueError( + "Multiple acquisitions are not supported on the same channel in one sweep step" + ) + for aq in aqs: + response = playback_results[aq.physical_channel.id] + response_axis = get_axis_map(aq.mode, response) + for pp in package.get_pp_for_variable(aq.output_variable): + response, response_axis = self.run_post_processing( + pp, response, response_axis + ) + var_result = results.setdefault( + aq.output_variable, + np.empty( + sweep_iterator.get_results_shape(response.shape), + response.dtype, + ), + ) + sweep_iterator.insert_result_at_sweep_position(var_result, response) + + return results diff --git a/src/QAT/qat/purr/compiler/builders.py b/src/QAT/qat/purr/compiler/builders.py index 5985d09f1..fc195708b 100644 --- a/src/QAT/qat/purr/compiler/builders.py +++ b/src/QAT/qat/purr/compiler/builders.py @@ -26,6 +26,7 @@ CrossResonancePulse, Delay, DeviceUpdate, + FrequencyShift, Instruction, Jump, Label, @@ -740,6 +741,13 @@ def phase_shift(self, target: PulseChannel, phase): _, channel = self.model._resolve_qb_pulse_channel(target) return self.add(PhaseShift(channel, phase)) + def frequency_shift(self, target: PulseChannel, frequency): + if frequency == 0: + return self + + _, channel = self.model._resolve_qb_pulse_channel(target) + return self.add(FrequencyShift(channel, frequency)) + def cnot(self, controlled_qubit: Qubit, target_qubit: Qubit): if isinstance(controlled_qubit, List): if len(controlled_qubit) > 1: diff --git a/src/QAT/qat/purr/compiler/devices.py b/src/QAT/qat/purr/compiler/devices.py index 885138afa..c7e7e30e3 100644 --- a/src/QAT/qat/purr/compiler/devices.py +++ b/src/QAT/qat/purr/compiler/devices.py @@ -106,6 +106,7 @@ class ChannelType(Enum): cross_resonance_cancellation = auto() acquire = auto() freq_shift = auto() + macq = auto() def __repr__(self): return self.name diff --git a/src/tests/qblox/__init__.py b/src/tests/qblox/__init__.py new file mode 100644 index 000000000..e69de29bb diff --git a/src/tests/qblox/conftest.py b/src/tests/qblox/conftest.py new file mode 100644 index 000000000..8c5dd212d --- /dev/null +++ b/src/tests/qblox/conftest.py @@ -0,0 +1,16 @@ +import pytest + +from qat.purr.backends.qblox.live import QbloxLiveHardwareModel + +from .utils import setup_qblox_hardware_model + + +@pytest.fixture +def model(request): + cluster_kit = request.param + name = request.node.originalname + model = QbloxLiveHardwareModel() + setup_qblox_hardware_model(model, cluster_kit, name) + model.control_hardware.connect() + yield model + model.control_hardware.disconnect() diff --git a/src/tests/qblox/test_calibration.py b/src/tests/qblox/test_calibration.py new file mode 100644 index 000000000..9d3a58aaa --- /dev/null +++ b/src/tests/qblox/test_calibration.py @@ -0,0 +1,77 @@ +import os +import unittest + +from qat.purr.backends.live import LiveHardwareModel +from qat.purr.compiler.devices import Calibratable +from qat.purr.utils.logger import load_object_from_log_folder, save_object_to_log_folder + +from .utils import setup_qblox_hardware_model + + +class TestHardwareModelLifecycle(unittest.TestCase): + def setUp(self) -> None: + self.calibration_filename = f"{self._testMethodName}.json" + + def tearDown(self) -> None: + if os.path.exists(self.calibration_filename): + os.remove(self.calibration_filename) + + def test_save_calibration(self): + model = LiveHardwareModel() + setup_qblox_hardware_model(model) + + saved_path = save_object_to_log_folder( + model.get_calibration(), self.calibration_filename + ) + assert os.path.exists(saved_path) + + def test_load_calibration(self): + model = LiveHardwareModel() + setup_qblox_hardware_model(model) + + original_calibration = model.get_calibration() + saved_path = save_object_to_log_folder( + original_calibration, self.calibration_filename + ) + assert os.path.exists(saved_path) + + loaded_calibration = load_object_from_log_folder(self.calibration_filename) + assert original_calibration == loaded_calibration + model.load_calibration(loaded_calibration) + assert original_calibration == model.get_calibration() + + def _get_qb_freq(self, model, qubit): + return model.get_qubit(qubit).get_drive_channel().frequency + + def _apply_changes(self, model): + qubit = model.get_qubit(1) + calibrated = qubit.is_calibrated + if not calibrated: + drive = qubit.get_drive_channel() + drive.frequency = drive.frequency + 100 + qubit.is_calibrated = True + + def _run_calibration_tests(self, model): + model.is_calibrated = False + before = Calibratable.load_calibration(model.get_calibration()) + self._apply_changes(model) + after = Calibratable.load_calibration(model.get_calibration()) + + qubit0 = model.get_qubit(0) + qubit1 = model.get_qubit(1) + + after_frequency_0 = self._get_qb_freq(after, 0) + before_frequency_0 = self._get_qb_freq(before, 0) + assert not qubit0.is_calibrated + assert after_frequency_0 == before_frequency_0 + # self._get_qb_freq(after_again) + + before_frequency_1 = self._get_qb_freq(before, 1) + after_frequency_1 = self._get_qb_freq(after, 1) + assert qubit1.is_calibrated + assert before_frequency_1 + 100 == after_frequency_1 + + def test_qblox_calibration(self): + qblox_model = LiveHardwareModel() + setup_qblox_hardware_model(qblox_model) + self._run_calibration_tests(qblox_model) diff --git a/src/tests/qblox/test_codegen.py b/src/tests/qblox/test_codegen.py new file mode 100644 index 000000000..cfd6ae6b2 --- /dev/null +++ b/src/tests/qblox/test_codegen.py @@ -0,0 +1,113 @@ +import pytest + +from qat.purr.backends.qblox.codegen import ( + QbloxEmitter, + get_nco_phase_arguments, + get_nco_set_frequency_arguments, +) +from qat.purr.backends.qblox.device import QbloxPhysicalBaseband, QbloxPhysicalChannel +from qat.purr.backends.qblox.ir import Sequence +from qat.purr.compiler.devices import PulseChannel, PulseShapeType +from qat.purr.compiler.emitter import InstructionEmitter +from qat.purr.compiler.instructions import Acquire, MeasurePulse +from qat.purr.compiler.runtime import get_builder +from qat.purr.utils.logger import get_default_logger + +log = get_default_logger() + + +@pytest.mark.parametrize("model", [None], indirect=True) +class TestQbloxEmitter: + def test_play_guassian(self, model): + width = 100e-9 + rise = 1.0 / 5.0 + drive_channel = model.get_qubit(0).get_drive_channel() + builder = get_builder(model).pulse( + drive_channel, PulseShapeType.GAUSSIAN, width=width, rise=rise + ) + qat_file = InstructionEmitter().emit(builder.instructions, model) + qblox_packages = QbloxEmitter().emit(qat_file) + for package in qblox_packages: + assert package is not None + assert isinstance(package.target, PulseChannel) + assert isinstance(package.sequence, Sequence) + assert "GAUSSIAN_0_I" in package.sequence.waveforms + assert "GAUSSIAN_0_Q" in package.sequence.waveforms + assert "play 0,1,4" in package.sequence.program + + def test_play_square(self, model): + width = 100e-9 + amp = 1 + + drive_channel = model.get_qubit(0).get_drive_channel() + builder = get_builder(model).pulse( + drive_channel, PulseShapeType.SQUARE, width=width, amp=amp + ) + qat_file = InstructionEmitter().emit(builder.instructions, model) + qblox_packages = QbloxEmitter().emit(qat_file) + for package in qblox_packages: + assert package is not None + assert isinstance(package.target, PulseChannel) + assert isinstance(package.sequence, Sequence) + assert "SQUARE_0_I" in package.sequence.waveforms + assert "SQUARE_0_Q" in package.sequence.waveforms + assert "play 0,1,4" in package.sequence.program + + def test_phase_and_frequency_shift(self, model): + amp = 1 + rise = 1.0 / 3.0 + phase = 0.72 + frequency = 500 + + drive_channel = model.get_qubit(0).get_drive_channel() + builder = ( + get_builder(model) + .pulse(drive_channel, PulseShapeType.SQUARE, width=100e-9, amp=amp) + .pulse(drive_channel, PulseShapeType.GAUSSIAN, width=150e-9, rise=rise) + .phase_shift(drive_channel, phase) + .frequency_shift(drive_channel, frequency) + ) + qat_file = InstructionEmitter().emit(builder.instructions, model) + qblox_packages = QbloxEmitter().emit(qat_file) + for package in qblox_packages: + expected_phase = get_nco_phase_arguments(phase) + assert f"set_ph_delta {expected_phase}" in package.sequence.program + expected_freq = get_nco_set_frequency_arguments( + drive_channel.baseband_if_frequency + frequency + ) + assert f"set_freq {expected_freq}" in package.sequence.program + + def test_measure_acquire(self, model): + time = 7.5e-6 + delay = 150e-9 + qubit = model.get_qubit(0) + acquire_channel = qubit.get_acquire_channel() + measure_channel = qubit.get_measure_channel() + assert measure_channel == acquire_channel + + builder = get_builder(model).acquire(acquire_channel, time, delay=delay) + qat_file = InstructionEmitter().emit(builder.instructions, model) + qblox_packages = QbloxEmitter().emit(qat_file) + assert len(qblox_packages) == 0 + + builder = get_builder(model) + builder.add( + [ + MeasurePulse(measure_channel, **qubit.pulse_measure), + Acquire(acquire_channel, time=time, delay=delay), + ] + ) + qat_file = InstructionEmitter().emit(builder.instructions, model) + qblox_packages = QbloxEmitter().emit(qat_file) + assert len(qblox_packages) == 1 + package = qblox_packages[0] + assert f"play {0},{1},{4}" in package.sequence.program + assert f"wait {int(delay*1e9)}" in package.sequence.program + assert f"acquire {0},R0,{16384}" in package.sequence.program + + channel = acquire_channel.physical_channel + assert isinstance(channel, QbloxPhysicalChannel) + assert isinstance(channel.baseband, QbloxPhysicalBaseband) + assert len(channel.config.sequencers) > 0 + for sequencer in channel.config.sequencers.values(): + assert sequencer.square_weight_acq.integration_length == int(time * 1e9) diff --git a/src/tests/qblox/test_device.py b/src/tests/qblox/test_device.py new file mode 100644 index 000000000..27c36ec7c --- /dev/null +++ b/src/tests/qblox/test_device.py @@ -0,0 +1,64 @@ +import numpy as np +import pytest + +from qat.purr.backends.qblox.codegen import QbloxEmitter +from qat.purr.compiler.devices import PulseShapeType +from qat.purr.compiler.emitter import InstructionEmitter +from qat.purr.compiler.instructions import SweepValue, Variable +from qat.purr.compiler.runtime import execute_instructions, get_builder +from qat.purr.utils.logger import get_default_logger + +log = get_default_logger() + + +@pytest.mark.parametrize("model", [None], indirect=True) +class TestDummyQbloxControlHardware: + def test_instruction_execution(self, model): + amp = 1 + rise = 1.0 / 3.0 + phase = 0.72 + frequency = 500 + + drive_channel = model.get_qubit(0).get_drive_channel() + builder = ( + get_builder(model) + .pulse(drive_channel, PulseShapeType.SQUARE, width=100e-9, amp=amp) + .pulse(drive_channel, PulseShapeType.GAUSSIAN, width=150e-9, rise=rise) + .phase_shift(drive_channel, phase) + .frequency_shift(drive_channel, frequency) + ) + + engine = model.create_engine() + results, _ = execute_instructions(engine, builder) + assert results is not None + + def test_resource_allocation(self, model): + qubit = model.get_qubit(0) + drive_channel = qubit.get_drive_channel() + + num_points = 10 + freq_range = 10e6 + freqs = drive_channel.frequency + np.linspace(-freq_range, freq_range, num_points) + builder = ( + get_builder(model) + .synchronize(qubit) + .device_assign(drive_channel, "scale", 1) + .sweep(SweepValue(f"freq{0}", freqs)) + .device_assign(drive_channel, "frequency", Variable(f"freq{0}")) + .pulse( + drive_channel, + PulseShapeType.SQUARE, + width=5e-6, + amp=1, + phase=0.0, + drag=0.0, + rise=1.0 / 3.0, + ) + .synchronize(qubit) + .measure_mean_signal(qubit, output_variable=f"Q{0}") + ) + + qat_file = InstructionEmitter().emit(builder.instructions, model) + qblox_packages = QbloxEmitter().emit(qat_file) + model.control_hardware.set_data(qblox_packages) + assert any(model.control_hardware._resources) diff --git a/src/tests/qblox/test_live.py b/src/tests/qblox/test_live.py new file mode 100644 index 000000000..7e36bd4f7 --- /dev/null +++ b/src/tests/qblox/test_live.py @@ -0,0 +1,203 @@ +import numpy as np +import pytest + +from qat.purr.compiler.devices import PulseShapeType +from qat.purr.compiler.instructions import SweepValue, Variable +from qat.purr.compiler.runtime import execute_instructions, get_builder +from qat.purr.utils.logger import get_default_logger + +log = get_default_logger() + + +@pytest.mark.parametrize("model", [None], indirect=True) +class TestQbloxLiveEngine: + def test_measure_amp_sweep(self, model): + engine = model.create_engine() + q0 = model.get_qubit(0) + + for amp in [0.5, 1.0]: + q0.pulse_measure["amp"] = amp + builder = get_builder(model).measure(q0).repeat(10000) + results, _ = execute_instructions(engine, builder.instructions) + assert results is not None + + def test_measure_freq_sweep(self, model): + engine = model.create_engine() + q0 = model.get_qubit(0) + + q0.pulse_measure["amp"] = 0.3 + center = 9.7772e9 + size = 10 + freqs = center + np.linspace(-100e6, 100e6, size) + builder = ( + get_builder(model) + .sweep(SweepValue("frequency", freqs)) + .measure(q0) + .device_assign(q0.get_measure_channel(), "frequency", Variable("frequency")) + .device_assign(q0.get_acquire_channel(), "frequency", Variable("frequency")) + .repeat(1000) + ) + results, _ = execute_instructions(engine, builder.instructions) + assert results is not None + + def test_instruction_execution(self, model): + engine = model.create_engine() + q0 = model.get_qubit(0) + + amp = 1 + rise = 1.0 / 3.0 + phase = 0.72 + frequency = 500 + + drive_channel = q0.get_drive_channel() + builder = ( + get_builder(model) + .pulse(drive_channel, PulseShapeType.SQUARE, width=100e-9, amp=amp) + .pulse(drive_channel, PulseShapeType.GAUSSIAN, width=150e-9, rise=rise) + .phase_shift(drive_channel, phase) + .frequency_shift(drive_channel, frequency) + ) + + results, _ = execute_instructions(engine, builder.instructions) + assert results is not None + + def test_one_channel(self, model): + engine = model.create_engine() + q0 = model.get_qubit(0) + + amp = 1 + rise = 1.0 / 3.0 + + drive_channel = q0.get_drive_channel() + builder = ( + get_builder(model) + .pulse( + drive_channel, + PulseShapeType.GAUSSIAN, + width=100e-9, + rise=rise, + amp=amp / 2, + ) + .delay(drive_channel, 100e-9) + .pulse(drive_channel, PulseShapeType.SQUARE, width=100e-9, amp=amp) + .delay(drive_channel, 100e-9) + ) + + results, _ = execute_instructions(engine, builder.instructions) + assert results is not None + + def test_two_channels(self, model): + engine = model.create_engine() + q0 = model.get_qubit(0) + q1 = model.get_qubit(1) + + amp = 1 + rise = 1.0 / 3.0 + + drive_channel2 = q0.get_drive_channel() + drive_channel3 = q1.get_drive_channel() + builder = ( + get_builder(model) + .pulse( + drive_channel2, + PulseShapeType.GAUSSIAN, + width=100e-9, + rise=rise, + amp=amp / 2, + ) + .pulse(drive_channel3, PulseShapeType.SQUARE, width=50e-9, amp=amp) + .delay(drive_channel2, 100e-9) + .delay(drive_channel3, 100e-9) + .pulse(drive_channel2, PulseShapeType.SQUARE, width=100e-9, amp=amp) + .pulse( + drive_channel3, + PulseShapeType.GAUSSIAN, + width=50e-9, + rise=rise, + amp=amp / 2, + ) + ) + + results, _ = execute_instructions(engine, builder.instructions) + assert results is not None + + def test_sync_two_channel(self, model): + engine = model.create_engine() + q0 = model.get_qubit(0) + q1 = model.get_qubit(1) + + amp = 1 + rise = 1.0 / 3.0 + + drive_channel0 = q0.get_drive_channel() + drive_channel1 = q1.get_drive_channel() + builder = ( + get_builder(model) + .pulse( + drive_channel0, + PulseShapeType.GAUSSIAN, + width=100e-9, + rise=rise, + amp=amp / 2, + ) + .delay(drive_channel0, 100e-9) + .pulse(drive_channel1, PulseShapeType.SQUARE, width=50e-9, amp=amp) + .synchronize([q0, q1]) + .pulse(drive_channel0, PulseShapeType.SQUARE, width=100e-9, amp=1j * amp) + .pulse( + drive_channel1, + PulseShapeType.GAUSSIAN, + width=50e-9, + rise=rise, + amp=amp / 2j, + ) + ) + + results, _ = execute_instructions(engine, builder.instructions) + assert results is not None + + def test_play_very_long_pulse(self, model): + engine = model.create_engine() + q0 = model.get_qubit(0) + + drive_channel = q0.get_drive_channel() + builder = get_builder(model).pulse( + drive_channel, PulseShapeType.SOFT_SQUARE, amp=0.1, width=1e-5, rise=1e-8 + ) + + with pytest.raises(ValueError): + results, _ = execute_instructions(engine, builder.instructions) + + def test_bare_measure(self, model): + engine = model.create_engine() + q0 = model.get_qubit(0) + + amp = 1 + qubit = q0 + qubit.pulse_measure["amp"] = amp + drive_channel2 = qubit.get_drive_channel() + builder = ( + get_builder(model) + .pulse(drive_channel2, PulseShapeType.SQUARE, width=100e-9, amp=amp) + .measure(qubit) + ) + + results, _ = execute_instructions(engine, builder.instructions) + assert results is not None + + def test_measure_scope_mode(self, model): + engine = model.create_engine() + q0 = model.get_qubit(0) + + amp = 1 + qubit = q0 + qubit.pulse_measure["amp"] = amp + drive_channel2 = qubit.get_drive_channel() + builder = ( + get_builder(model) + .pulse(drive_channel2, PulseShapeType.SQUARE, width=100e-9, amp=amp) + .measure_scope_mode(qubit) + ) + + results, _ = execute_instructions(engine, builder.instructions) + assert results is not None diff --git a/src/tests/qblox/utils.py b/src/tests/qblox/utils.py new file mode 100644 index 000000000..af6ec1aa8 --- /dev/null +++ b/src/tests/qblox/utils.py @@ -0,0 +1,211 @@ +from qblox_instruments import ClusterType + +from qat.purr.backends.qblox.config import ( + AttConfig, + AwgConfig, + ConnectionConfig, + LoConfig, + ModuleConfig, + NcoConfig, + OffsetConfig, + QbloxConfig, + ScopeAcqConfig, + SequencerConfig, + SquareWeightAcq, +) +from qat.purr.backends.qblox.device import ( + DummyQbloxControlHardware, + QbloxControlHardware, + QbloxPhysicalBaseband, + QbloxPhysicalChannel, +) + + +def choose_module_slots(cluster_kit): + if cluster_kit is None: + qcmrf_slot = next( + (k for k, v in DUMMY_CONFIG.items() if v == ClusterType.CLUSTER_QCM_RF) + ) + qrmrf_slot = next( + (k for k, v in DUMMY_CONFIG.items() if v == ClusterType.CLUSTER_QRM_RF) + ) + elif cluster_kit == 1: + qcmrf_slot, qrmrf_slot = 12, 14 + elif cluster_kit == 2: + qcmrf_slot, qrmrf_slot = 4, 14 + else: + raise ValueError(f"Expected cluster id 1 or 2, got {cluster_kit} instead") + + return qcmrf_slot, qrmrf_slot + + +DUMMY_CONFIG = { + 2: ClusterType.CLUSTER_QCM_RF, + 4: ClusterType.CLUSTER_QCM_RF, + 12: ClusterType.CLUSTER_QCM_RF, + 14: ClusterType.CLUSTER_QRM_RF, + 16: ClusterType.CLUSTER_QRM_RF, + 18: ClusterType.CLUSTER_QRM_RF, +} + + +def setup_qblox_hardware_model(model, cluster_kit=None, name=None) -> QbloxControlHardware: + """ + cluster_kit is just an integer referring to any live QBlox clusters available + When provided, some environment variables need to be defined: + + QBLOX_DEV_ID: Cluster Serial ID + QBLOX_DEV_NAME: Cluster designation name + QBLOX_DEV_IP: Cluster IP address + + If none is provided then a Dummy cluster is set up + """ + qcmrf_slot, qrmrf_slot = choose_module_slots(cluster_kit) + + if cluster_kit is None: + instrument = DummyQbloxControlHardware(name=name, cfg=DUMMY_CONFIG) + qcmrf_config, qrmrf_config = dummy_qblox_config() + else: + instrument = QbloxControlHardware(name=name) + qcmrf_config, qrmrf_config = live_qblox_config() + + bb1 = QbloxPhysicalBaseband( + "QCM-RF-LO", + 4.024e9, + 250e6, + instrument=instrument, + slot_idx=qcmrf_slot, + config=qcmrf_config, + ) + + bb2 = QbloxPhysicalBaseband( + "QRM-RF-LO", + 9.7772e9, + 250e6, + instrument=instrument, + slot_idx=qrmrf_slot, + config=qrmrf_config, + ) + + ch1 = QbloxPhysicalChannel("CH1", 1e-9, bb1, 1) + ch2 = QbloxPhysicalChannel("CH2", 1e-9, bb2, 1, acquire_allowed=True) + + r0 = ch2.build_resonator("R0", frequency=10.2033e9) + q0 = ch1.build_qubit( + 0, + r0, + drive_freq=3.872e9, + second_state_freq=4.085e9, + channel_scale=1, + measure_amp=0.5, + fixed_drive_if=True, + ) + + r1 = ch2.build_resonator("R1", frequency=9.9731e9) + q1 = ch1.build_qubit( + 1, + r1, + drive_freq=4.111e9, + second_state_freq=3.7234e9, + channel_scale=1, + measure_amp=0.5, + fixed_drive_if=True, + ) + + # TODO - Add support for mapping cross resonance channels to the right QBlox sequencers + # add_cross_resonance(q0, q1) + + model.add_physical_baseband(bb1, bb2) + model.add_physical_channel(ch1, ch2) + model.add_quantum_device(r0, q0, r1, q1) + model.control_hardware = instrument + + return instrument + + +def live_qblox_config(): + qcmrf_config = QbloxConfig( + module=ModuleConfig( + lo=LoConfig(out0_en=True, out1_en=True), + attenuation=AttConfig(out0=30, out1=30), + offset=OffsetConfig(out0_path0=0, out0_path1=0, out1_path0=0, out1_path1=0), + ), + sequencers={ + 0: SequencerConfig( + sync_en=True, + connection=ConnectionConfig(bulk_value=["out0"]), + awg=AwgConfig(mod_en=True), + nco=NcoConfig(prop_delay_comp_en=True), + ), + 1: SequencerConfig( + sync_en=True, + connection=ConnectionConfig(bulk_value=["out0"]), + awg=AwgConfig(mod_en=True), + nco=NcoConfig(prop_delay_comp_en=True), + ), + 2: SequencerConfig( + sync_en=True, + connection=ConnectionConfig(bulk_value=["out0"]), + awg=AwgConfig(mod_en=True), + nco=NcoConfig(prop_delay_comp_en=True), + ), + }, + ) + + qrmrf_config = QbloxConfig( + module=ModuleConfig( + lo=LoConfig(out0_in0_en=True), + attenuation=AttConfig(out0=0, in0=0), + offset=OffsetConfig(out0_path0=0, out0_path1=0, in0_path0=0, in0_path1=0), + scope_acq=ScopeAcqConfig(avg_mode_en_path0=True, avg_mode_en_path1=True), + ), + sequencers={ + i: SequencerConfig( + sync_en=True, + demod_en_acq=True, + square_weight_acq=SquareWeightAcq(integration_length=4000), + connection=ConnectionConfig(bulk_value=["out0", "in0"]), + awg=AwgConfig(mod_en=True), + nco=NcoConfig(prop_delay_comp_en=True), + ) + for i in range(6) + }, + ) + + return qcmrf_config, qrmrf_config + + +def dummy_qblox_config(): + qcmrf_config = QbloxConfig( + module=ModuleConfig( + lo=LoConfig(out0_en=True, out1_en=True), + attenuation=AttConfig(out0=0, out1=0), + offset=OffsetConfig(out0_path0=0, out0_path1=0, out1_path0=0, out1_path1=0), + ), + sequencers={ + 0: SequencerConfig( + sync_en=True, + connection=ConnectionConfig(bulk_value=["out0"]), + ), + 1: SequencerConfig( + sync_en=True, + connection=ConnectionConfig(bulk_value=["out0"]), + ), + }, + ) + + qrmrf_config = QbloxConfig( + module=ModuleConfig(), + sequencers={ + 0: SequencerConfig( + sync_en=True, + connection=ConnectionConfig(bulk_value=["out0", "in0"]), + ), + 1: SequencerConfig( + sync_en=True, + connection=ConnectionConfig(bulk_value=["out0", "in0"]), + ), + }, + ) + + return qcmrf_config, qrmrf_config