From f21b1a8a31022564f4d63d98ee15ebc903b6edf4 Mon Sep 17 00:00:00 2001 From: jevillegasd Date: Sat, 15 Jun 2024 14:53:40 +0400 Subject: [PATCH 01/93] Idea: Phase delay correction on resonaor spectroscopy. --- src/qibocal/protocols/resonator_spectroscopy.py | 13 ++++++++++++- 1 file changed, 12 insertions(+), 1 deletion(-) diff --git a/src/qibocal/protocols/resonator_spectroscopy.py b/src/qibocal/protocols/resonator_spectroscopy.py index e728873e1..6dfbd048d 100644 --- a/src/qibocal/protocols/resonator_spectroscopy.py +++ b/src/qibocal/protocols/resonator_spectroscopy.py @@ -50,6 +50,9 @@ class ResonatorSpectroscopyParameters(Parameters): Otherwise the default attenuation defined on the platform runcard will be used""" hardware_average: bool = True """By default hardware average will be performed.""" + phase_delay: float = None + """Phase delay correction in rad/MHz (us). By default no correction is performed.""" + def __post_init__(self): if isinstance(self.power_level, str): @@ -175,12 +178,20 @@ def _acquisition( for qubit in targets: result = results[ro_pulses[qubit].serial] # store the results + frequency =delta_frequency_range + ro_pulses[qubit].frequency + print(frequency[0]) + if params.phase_delay is not None: + phase = result.average.phase + phase = np.unwrap(phase)-(frequency-frequency[0])*1e-6*params.phase_delay + else: + phase = result.average.phase + data.register_qubit( ResSpecType, (qubit), dict( signal=result.average.magnitude, - phase=result.average.phase, + phase=phase, freq=delta_frequency_range + ro_pulses[qubit].frequency, error_signal=result.average.std, error_phase=result.phase_std, From 4e6274a59fc97aade7174af8c285c9c1ef794975 Mon Sep 17 00:00:00 2001 From: jevillegasd Date: Mon, 17 Jun 2024 16:27:45 +0400 Subject: [PATCH 02/93] Phase dispersion correction for punchout --- src/qibocal/protocols/resonator_punchout.py | 12 +++++++++++- .../protocols/resonator_punchout_attenuation.py | 2 ++ src/qibocal/protocols/resonator_spectroscopy.py | 2 +- 3 files changed, 14 insertions(+), 2 deletions(-) diff --git a/src/qibocal/protocols/resonator_punchout.py b/src/qibocal/protocols/resonator_punchout.py index 58ad1dbf6..9deea9749 100644 --- a/src/qibocal/protocols/resonator_punchout.py +++ b/src/qibocal/protocols/resonator_punchout.py @@ -33,6 +33,8 @@ class ResonatorPunchoutParameters(Parameters): """Step amplitude multiplicative factor.""" amplitude: float = None """Initial readout amplitude.""" + phase_delay: float = None + """Phase delay correction in rad/MHz (us). By default no correction is performed.""" @dataclass @@ -147,10 +149,18 @@ def _acquisition( for qubit, ro_pulse in ro_pulses.items(): # average signal, phase, i and q over the number of shots defined in the runcard result = results[ro_pulse.serial] + frequency =delta_frequency_range + ro_pulses[qubit].frequency + + if params.phase_delay is not None: + phase = result.average.phase + phase = np.unwrap(phase)-(frequency-frequency[0])*1e-6*params.phase_delay + else: + phase = result.average.phase + data.register_qubit( qubit, signal=result.magnitude, - phase=result.phase, + phase=phase, freq=delta_frequency_range + ro_pulse.frequency, amp=amplitude_range * amplitudes[qubit], ) diff --git a/src/qibocal/protocols/resonator_punchout_attenuation.py b/src/qibocal/protocols/resonator_punchout_attenuation.py index 0ff28b693..c77dfd5d6 100644 --- a/src/qibocal/protocols/resonator_punchout_attenuation.py +++ b/src/qibocal/protocols/resonator_punchout_attenuation.py @@ -31,6 +31,8 @@ class ResonatorPunchoutAttenuationParameters(Parameters): """Attenuation maximum value [dB].""" step_att: int """Attenuation step [dB].""" + phase_delay: float = None + """Phase delay correction in rad/MHz (us). By default no correction is performed.""" @dataclass diff --git a/src/qibocal/protocols/resonator_spectroscopy.py b/src/qibocal/protocols/resonator_spectroscopy.py index 6dfbd048d..cba18fa04 100644 --- a/src/qibocal/protocols/resonator_spectroscopy.py +++ b/src/qibocal/protocols/resonator_spectroscopy.py @@ -179,7 +179,7 @@ def _acquisition( result = results[ro_pulses[qubit].serial] # store the results frequency =delta_frequency_range + ro_pulses[qubit].frequency - print(frequency[0]) + if params.phase_delay is not None: phase = result.average.phase phase = np.unwrap(phase)-(frequency-frequency[0])*1e-6*params.phase_delay From bb5ca9a4df35d8c0fa90aa70b60be17a9fe10c0d Mon Sep 17 00:00:00 2001 From: jevillegasd Date: Mon, 17 Jun 2024 16:51:03 +0400 Subject: [PATCH 03/93] phase delay for resonator flux dependance --- .../flux_dependence/resonator_flux_dependence.py | 15 +++++++++++++-- 1 file changed, 13 insertions(+), 2 deletions(-) diff --git a/src/qibocal/protocols/flux_dependence/resonator_flux_dependence.py b/src/qibocal/protocols/flux_dependence/resonator_flux_dependence.py index 415a15238..4f92bf16e 100644 --- a/src/qibocal/protocols/flux_dependence/resonator_flux_dependence.py +++ b/src/qibocal/protocols/flux_dependence/resonator_flux_dependence.py @@ -30,6 +30,8 @@ class ResonatorFluxParameters(Parameters): """Width for bias sweep [V].""" bias_step: Optional[float] = None """Bias step for sweep [a.u.].""" + phase_delay: float = None + """Phase delay correction in rad/MHz (us). By default no correction is performed.""" @dataclass @@ -148,11 +150,20 @@ def _acquisition( for qubit in targets: result = results[ro_pulses[qubit].serial] sweetspot = platform.qubits[qubit].sweetspot + + frequency =delta_frequency_range + ro_pulses[qubit].frequency + + if params.phase_delay is not None: + phase = result.average.phase + phase = np.unwrap(phase)-(frequency-frequency[0])*1e-6*params.phase_delay + else: + phase = result.average.phase + data.register_qubit( qubit, signal=result.magnitude, - phase=result.phase, - freq=delta_frequency_range + ro_pulses[qubit].frequency, + phase=phase, + freq=frequency, bias=delta_bias_range + sweetspot, ) return data From 6f211fe0aacbc975bc3c8bbf774bc895aa19c499 Mon Sep 17 00:00:00 2001 From: jevillegasd Date: Thu, 20 Jun 2024 11:50:53 +0400 Subject: [PATCH 04/93] Add slope to background offset in lorentzian fit. --- src/qibocal/protocols/resonator_punchout.py | 5 +---- src/qibocal/protocols/resonator_punchout_attenuation.py | 9 +++++++-- src/qibocal/protocols/utils.py | 8 +++++++- 3 files changed, 15 insertions(+), 7 deletions(-) diff --git a/src/qibocal/protocols/resonator_punchout.py b/src/qibocal/protocols/resonator_punchout.py index 9deea9749..3580ee954 100644 --- a/src/qibocal/protocols/resonator_punchout.py +++ b/src/qibocal/protocols/resonator_punchout.py @@ -150,12 +150,9 @@ def _acquisition( # average signal, phase, i and q over the number of shots defined in the runcard result = results[ro_pulse.serial] frequency =delta_frequency_range + ro_pulses[qubit].frequency - + phase = result.average.phase if params.phase_delay is not None: - phase = result.average.phase phase = np.unwrap(phase)-(frequency-frequency[0])*1e-6*params.phase_delay - else: - phase = result.average.phase data.register_qubit( qubit, diff --git a/src/qibocal/protocols/resonator_punchout_attenuation.py b/src/qibocal/protocols/resonator_punchout_attenuation.py index c77dfd5d6..40f5f532b 100644 --- a/src/qibocal/protocols/resonator_punchout_attenuation.py +++ b/src/qibocal/protocols/resonator_punchout_attenuation.py @@ -134,11 +134,16 @@ def _acquisition( # retrieve the results for every qubit for qubit in targets: result = results[ro_pulses[qubit].serial] + frequency =delta_frequency_range + ro_pulses[qubit].frequency + phase = result.average.phase + if params.phase_delay is not None: + phase = np.unwrap(phase) + data.register_qubit( qubit, signal=result.magnitude, - phase=result.phase, - freq=delta_frequency_range + ro_pulses[qubit].frequency, + phase=phase, + freq=frequency, att=attenuation_range, ) diff --git a/src/qibocal/protocols/utils.py b/src/qibocal/protocols/utils.py index 0584e4c21..864be40f4 100644 --- a/src/qibocal/protocols/utils.py +++ b/src/qibocal/protocols/utils.py @@ -91,8 +91,12 @@ class PowerLevel(str, Enum): high = "high" low = "low" +def lorentzian(frequency, amplitude, center, sigma, offset, a1=0): + df = (frequency - center) + background = offset+ a1*df*1e-9 + return lorentzian_(frequency, amplitude, center, sigma, 0.0)+background -def lorentzian(frequency, amplitude, center, sigma, offset): +def lorentzian_(frequency, amplitude, center, sigma, offset): # http://openafox.com/science/peak-function-derivations.html return (amplitude / np.pi) * ( sigma / ((frequency - center) ** 2 + sigma**2) @@ -123,12 +127,14 @@ def lorentzian_fit(data, resonator_type=None, fit=None): ] # Argmin = Returns the indices of the minimum values along an axis. guess_sigma = abs(frequencies[np.argmax(voltages)] - guess_center) guess_amp = (np.min(voltages) - guess_offset) * guess_sigma * np.pi + guess_amp_slope = (voltages.max()-voltages.min())/(frequencies.max()-frequencies.min()) initial_parameters = [ guess_amp, guess_center, guess_sigma, guess_offset, + guess_amp_slope, ] # fit the model with the data and guessed parameters try: From 53bc9ab17b60e956a9a866c7a53ef619c4d60ddd Mon Sep 17 00:00:00 2001 From: Andrea Date: Fri, 14 Jun 2024 11:16:41 +0400 Subject: [PATCH 05/93] fix: Fix T1 fit --- src/qibocal/cli/report.py | 1 - src/qibocal/protocols/coherence/spin_echo.py | 4 ++-- src/qibocal/protocols/coherence/t1.py | 4 ++-- src/qibocal/protocols/coherence/t2.py | 4 ++-- src/qibocal/protocols/coherence/utils.py | 18 +++++++++++------- src/qibocal/protocols/coherence/zeno.py | 4 ++-- src/qibocal/protocols/coherence/zeno_signal.py | 6 ++++-- 7 files changed, 23 insertions(+), 18 deletions(-) diff --git a/src/qibocal/cli/report.py b/src/qibocal/cli/report.py index 74543e278..4498913af 100644 --- a/src/qibocal/cli/report.py +++ b/src/qibocal/cli/report.py @@ -27,7 +27,6 @@ def generate_figures_and_report( It operates on a completed `node` and a specific protocol `target`, generating a report outcome (cf. `ReportOutcome`). """ - if node.results is None: # plot acquisition data return node.task.operation.report(data=node.data, fit=None, target=target) diff --git a/src/qibocal/protocols/coherence/spin_echo.py b/src/qibocal/protocols/coherence/spin_echo.py index e876e9be7..e6d9a7e76 100644 --- a/src/qibocal/protocols/coherence/spin_echo.py +++ b/src/qibocal/protocols/coherence/spin_echo.py @@ -126,8 +126,8 @@ def _acquisition( def _fit(data: SpinEchoData) -> SpinEchoResults: """Post-processing for SpinEcho.""" - t2Echos, fitted_parameters, chi2 = exponential_fit_probability(data) - return SpinEchoResults(t2Echos, fitted_parameters, chi2) + t2Echos, fitted_parameters, pcovs, chi2 = exponential_fit_probability(data) + return SpinEchoResults(t2Echos, fitted_parameters, pcovs, chi2) def _plot(data: SpinEchoData, target: QubitId, fit: SpinEchoResults = None): diff --git a/src/qibocal/protocols/coherence/t1.py b/src/qibocal/protocols/coherence/t1.py index a328be1dc..c72a5b1c1 100644 --- a/src/qibocal/protocols/coherence/t1.py +++ b/src/qibocal/protocols/coherence/t1.py @@ -132,8 +132,8 @@ def _fit(data: T1Data) -> T1Results: y = p_0-p_1 e^{-x p_2}. """ - t1s, fitted_parameters, chi2 = utils.exponential_fit_probability(data) - return T1Results(t1s, fitted_parameters, chi2) + t1s, fitted_parameters, pcovs, chi2 = utils.exponential_fit_probability(data) + return T1Results(t1s, fitted_parameters, pcovs, chi2) def _plot(data: T1Data, target: QubitId, fit: T1Results = None): diff --git a/src/qibocal/protocols/coherence/t2.py b/src/qibocal/protocols/coherence/t2.py index 7a6a1c251..6ddbe4a43 100644 --- a/src/qibocal/protocols/coherence/t2.py +++ b/src/qibocal/protocols/coherence/t2.py @@ -110,8 +110,8 @@ def _fit(data: T2Data) -> T2Results: .. math:: y = p_0 - p_1 e^{-x p_2}. """ - t2s, fitted_parameters, chi2 = utils.exponential_fit_probability(data) - return T2Results(t2s, fitted_parameters, chi2) + t2s, fitted_parameters, pcovs, chi2 = utils.exponential_fit_probability(data) + return T2Results(t2s, fitted_parameters, pcovs, chi2) def _plot(data: T2Data, target: QubitId, fit: T2Results = None): diff --git a/src/qibocal/protocols/coherence/utils.py b/src/qibocal/protocols/coherence/utils.py index 34c3af237..099293daf 100644 --- a/src/qibocal/protocols/coherence/utils.py +++ b/src/qibocal/protocols/coherence/utils.py @@ -32,7 +32,7 @@ def exp_decay(x, *p): return p[0] - p[1] * np.exp(-1 * x / p[2]) -def exponential_fit(data, zeno=None): +def exponential_fit(data, zeno=False): qubits = data.qubits decay = {} @@ -85,15 +85,19 @@ def exponential_fit(data, zeno=None): return decay, fitted_parameters, pcovs -def exponential_fit_probability(data): +def exponential_fit_probability(data, zeno=False): qubits = data.qubits decay = {} fitted_parameters = {} chi2 = {} + pcovs = {} for qubit in qubits: - times = data[qubit].wait + if zeno: + times = np.arange(1, len(data[qubit].signal) + 1) + else: + times = data[qubit].wait x_max = np.max(times) x_min = np.min(times) x = (times - x_min) / (x_max - x_min) @@ -105,7 +109,7 @@ def exponential_fit_probability(data): ] try: - popt, perr = curve_fit( + popt, pcov = curve_fit( exp_decay, x, probability, @@ -122,10 +126,10 @@ def exponential_fit_probability(data): popt[1] * np.exp(x_min * popt[2] / (x_max - x_min)), popt[2] * (x_max - x_min), ] - perr = np.sqrt(np.diag(perr)) + pcovs[qubit] = pcov.tolist() fitted_parameters[qubit] = popt dec = popt[2] - decay[qubit] = (dec, perr[2]) + decay[qubit] = (dec, np.sqrt(pcov[2, 2]) * (x_max - x_min)) chi2[qubit] = ( chi2_reduced( data[qubit].prob, @@ -138,4 +142,4 @@ def exponential_fit_probability(data): except Exception as e: log.warning(f"Exponential decay fit failed for qubit {qubit} due to {e}") - return decay, fitted_parameters, chi2 + return decay, fitted_parameters, pcovs, chi2 diff --git a/src/qibocal/protocols/coherence/zeno.py b/src/qibocal/protocols/coherence/zeno.py index adf8223c3..42561b60c 100644 --- a/src/qibocal/protocols/coherence/zeno.py +++ b/src/qibocal/protocols/coherence/zeno.py @@ -105,8 +105,8 @@ def _fit(data: ZenoData) -> ZenoResults: y = p_0-p_1 e^{-x p_2}. """ - t1s, fitted_parameters, chi2 = utils.exponential_fit_probability(data) - return ZenoResults(t1s, fitted_parameters, chi2) + t1s, fitted_parameters, pcovs, chi2 = utils.exponential_fit_probability(data) + return ZenoResults(t1s, fitted_parameters, pcovs, chi2) def _plot(data: ZenoData, fit: ZenoResults, target: QubitId): diff --git a/src/qibocal/protocols/coherence/zeno_signal.py b/src/qibocal/protocols/coherence/zeno_signal.py index 8b6098b31..1d0240eeb 100644 --- a/src/qibocal/protocols/coherence/zeno_signal.py +++ b/src/qibocal/protocols/coherence/zeno_signal.py @@ -54,6 +54,8 @@ class ZenoSignalResults(Results): """T1 for each qubit.""" fitted_parameters: dict[QubitId, dict[str, float]] """Raw fitting output.""" + pcov: dict[QubitId, list[float]] + """Approximate covariance of fitted parameters.""" def _acquisition( @@ -120,9 +122,9 @@ def _fit(data: ZenoSignalData) -> ZenoSignalResults: y = p_0-p_1 e^{-x p_2}. """ - t1s, fitted_parameters, _ = utils.exponential_fit(data, zeno=True) + t1s, fitted_parameters, pcovs = utils.exponential_fit(data, zeno=True) - return ZenoSignalResults(t1s, fitted_parameters) + return ZenoSignalResults(t1s, fitted_parameters, pcovs) def _plot(data: ZenoSignalData, fit: ZenoSignalResults, target: QubitId): From 695a0840cb092649d8594b6011161895015cca01 Mon Sep 17 00:00:00 2001 From: Andrea Pasquale Date: Fri, 14 Jun 2024 12:44:34 +0400 Subject: [PATCH 06/93] fix: Make crosstalk test less restrictive --- tests/test_crosstalk.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/tests/test_crosstalk.py b/tests/test_crosstalk.py index e4d55d3e8..bd093e3bc 100644 --- a/tests/test_crosstalk.py +++ b/tests/test_crosstalk.py @@ -53,5 +53,5 @@ def test_frequency_to_bias(): crosstalk_element=PLATFORM.qubits[1].crosstalk_matrix[0], charging_energy=-PLATFORM.qubits[1].anharmonicity * HZ_TO_GHZ, ) - np.testing.assert_allclose(freq_q1, target_freqs[0], rtol=1e-5) - np.testing.assert_allclose(freq_q2, target_freqs[1], rtol=1e-5) + np.testing.assert_allclose(freq_q1, target_freqs[0], rtol=1e-3) + np.testing.assert_allclose(freq_q2, target_freqs[1], rtol=1e-3) From d0f4852ee3121dcd3fa01ce30c40c78a0c9c88e9 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Mon, 17 Jun 2024 23:05:02 +0000 Subject: [PATCH 07/93] chore(deps): bump urllib3 from 2.2.1 to 2.2.2 Bumps [urllib3](https://github.com/urllib3/urllib3) from 2.2.1 to 2.2.2. - [Release notes](https://github.com/urllib3/urllib3/releases) - [Changelog](https://github.com/urllib3/urllib3/blob/main/CHANGES.rst) - [Commits](https://github.com/urllib3/urllib3/compare/2.2.1...2.2.2) --- updated-dependencies: - dependency-name: urllib3 dependency-type: indirect ... Signed-off-by: dependabot[bot] --- poetry.lock | 9 +++++---- 1 file changed, 5 insertions(+), 4 deletions(-) diff --git a/poetry.lock b/poetry.lock index 3e550ec0f..ab71f9623 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand. [[package]] name = "alabaster" @@ -2231,6 +2231,7 @@ files = [ {file = "PyYAML-6.0.1-cp311-cp311-win_amd64.whl", hash = "sha256:bf07ee2fef7014951eeb99f56f39c9bb4af143d8aa3c21b1677805985307da34"}, {file = "PyYAML-6.0.1-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:855fb52b0dc35af121542a76b9a84f8d1cd886ea97c84703eaa6d88e37a2ad28"}, {file = "PyYAML-6.0.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:40df9b996c2b73138957fe23a16a4f0ba614f4c0efce1e9406a184b6d07fa3a9"}, + {file = "PyYAML-6.0.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a08c6f0fe150303c1c6b71ebcd7213c2858041a7e01975da3a99aed1e7a378ef"}, {file = "PyYAML-6.0.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6c22bec3fbe2524cde73d7ada88f6566758a8f7227bfbf93a408a9d86bcc12a0"}, {file = "PyYAML-6.0.1-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:8d4e9c88387b0f5c7d5f281e55304de64cf7f9c0021a3525bd3b1c542da3b0e4"}, {file = 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Subject: [PATCH 08/93] different bounds in rabi signal --- src/qibocal/protocols/rabi/utils.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/src/qibocal/protocols/rabi/utils.py b/src/qibocal/protocols/rabi/utils.py index 5f362a19a..a97c37b5b 100644 --- a/src/qibocal/protocols/rabi/utils.py +++ b/src/qibocal/protocols/rabi/utils.py @@ -284,6 +284,7 @@ def guess_frequency(x, y): def fit_length_function( x, y, guess, sigma=None, signal=True, x_limits=(None, None), y_limits=(None, None) ): + inf_bounds = [0, -1, 0, -np.pi, 0] if signal else [0, 0, 0, -np.pi, 0] popt, perr = curve_fit( rabi_length_function, x, @@ -291,7 +292,7 @@ def fit_length_function( p0=guess, maxfev=100000, bounds=( - [0, 0, 0, -np.pi, 0], + inf_bounds, [1, 1, np.inf, np.pi, np.inf], ), sigma=sigma, From b76d4ecb0aff821db7146c7c76203a934c7c102d Mon Sep 17 00:00:00 2001 From: Jacfomg Date: Tue, 30 Apr 2024 23:33:15 +0400 Subject: [PATCH 09/93] feat: 2qrb with some inverse failing --- src/qibocal/protocols/__init__.py | 146 +++---- .../randomized_benchmarking/utils.py | 259 ++++++++++++ .../randomized_benchmarking/2qubitCliffs.json | 1 + .../2qubitCliffsInv.npz | Bin 0 -> 7428918 bytes .../randomized_benchmarking/circuit_tools.py | 109 +++++ .../randomized_benchmarking/standard_rb.py | 70 +++- .../randomized_benchmarking/standard_rb_2q.py | 396 ++++++++++++++++++ tests/runcards/protocols.yml | 8 + 8 files changed, 907 insertions(+), 82 deletions(-) create mode 100644 src/qibocal/protocols/characterization/randomized_benchmarking/utils.py create mode 100644 src/qibocal/protocols/randomized_benchmarking/2qubitCliffs.json create mode 100644 src/qibocal/protocols/randomized_benchmarking/2qubitCliffsInv.npz create mode 100644 src/qibocal/protocols/randomized_benchmarking/standard_rb_2q.py diff --git a/src/qibocal/protocols/__init__.py b/src/qibocal/protocols/__init__.py index 2396eec18..5655c8214 100644 --- a/src/qibocal/protocols/__init__.py +++ b/src/qibocal/protocols/__init__.py @@ -1,6 +1,6 @@ +from enum import Enum + from .allxy.allxy import allxy -from .allxy.allxy_drag_pulse_tuning import allxy_drag_pulse_tuning -from .allxy.allxy_resonator_depletion_tuning import allxy_resonator_depletion_tuning from .classification import single_shot_classification from .coherence.spin_echo import spin_echo from .coherence.spin_echo_signal import spin_echo_signal @@ -27,24 +27,19 @@ from .flux_dependence.qubit_flux_tracking import qubit_flux_tracking from .flux_dependence.resonator_crosstalk import resonator_crosstalk from .flux_dependence.resonator_flux_dependence import resonator_flux -from .qubit_power_spectroscopy import qubit_power_spectroscopy from .qubit_spectroscopy import qubit_spectroscopy from .qubit_spectroscopy_ef import qubit_spectroscopy_ef from .qutrit_classification import qutrit_classification from .rabi.amplitude import rabi_amplitude -from .rabi.amplitude_frequency import rabi_amplitude_frequency -from .rabi.amplitude_frequency_signal import rabi_amplitude_frequency_signal from .rabi.amplitude_signal import rabi_amplitude_signal from .rabi.ef import rabi_amplitude_ef from .rabi.length import rabi_length -from .rabi.length_frequency import rabi_length_frequency -from .rabi.length_frequency_signal import rabi_length_frequency_signal from .rabi.length_sequences import rabi_length_sequences from .rabi.length_signal import rabi_length_signal from .ramsey.ramsey import ramsey from .ramsey.ramsey_signal import ramsey_signal -from .randomized_benchmarking.filtered_rb import filtered_rb from .randomized_benchmarking.standard_rb import standard_rb +from .randomized_benchmarking.standard_rb_2q import standard_rb_2q from .readout_characterization import readout_characterization from .readout_mitigation_matrix import readout_mitigation_matrix from .readout_optimization.resonator_amplitude import resonator_amplitude @@ -61,7 +56,6 @@ calibrate_state_discrimination, ) from .signal_experiments.time_of_flight_readout import time_of_flight_readout -from .state_tomography import state_tomography from .two_qubit_interaction import ( chevron, chevron_signal, @@ -70,76 +64,66 @@ cz_virtualz, cz_virtualz_signal, ) -from .two_qubit_state_tomography import two_qubit_state_tomography -__all__ = [ - "allxy", - "allxy_drag_pulse_tuning", - "single_shot_classification", - "spin_echo", - "spin_echo_signal", - "t1", - "t1_sequences", - "t1_signal", - "t2", - "t2_sequences", - "t2_signal", - "zeno", - "zeno_signal", - "coupler_chevron", - "coupler_qubit_spectroscopy", - "coupler_resonator_spectroscopy", - "dispersive_shift", - "dispersive_shift_qutrit", - "drag_tuning", - "fast_reset", - "flipping", - "flipping_signal", - "avoided_crossing", - "qubit_crosstalk", - "qubit_flux", - "qubit_flux_tracking", - "resonator_crosstalk", - "resonator_flux", - "qubit_spectroscopy", - "qubit_spectroscopy_ef", - "qutrit_classification", - "rabi_amplitude", - "rabi_amplitude_signal", - "rabi_length", - "rabi_amplitude_ef", - "rabi_length_sequences", - "rabi_length_signal", - "ramsey", - "ramsey_signal", - "filtered_rb", - "standard_rb", - "readout_characterization", - "readout_mitigation_matrix", - "resonator_amplitude", - "resonator_frequency", - "twpa_frequency", - "twpa_frequency_power", - "twpa_frequency_snr", - "twpa_power", - "twpa_power_snr", - "resonator_punchout", - "resonator_punchout_attenuation", - "resonator_spectroscopy", - "calibrate_state_discrimination", - "time_of_flight_readout", - "chevron", - "chevron_signal", - "chsh_circuits", - "chsh_pulses", - "cz_virtualz", - "cz_virtualz_signal", - "state_tomography", - "allxy_resonator_depletion_tuning", - "two_qubit_state_tomography", - "qubit_power_spectroscopy", - "rabi_amplitude_frequency", - "rabi_amplitude_frequency_signal", - "rabi_length_frequency", - "rabi_length_frequency_signal", -] + +class Operation(Enum): + resonator_spectroscopy = resonator_spectroscopy + resonator_punchout = resonator_punchout + resonator_punchout_attenuation = resonator_punchout_attenuation + resonator_flux = resonator_flux + resonator_crosstalk = resonator_crosstalk + qubit_spectroscopy = qubit_spectroscopy + qubit_flux = qubit_flux + qubit_flux_tracking = qubit_flux_tracking + qubit_crosstalk = qubit_crosstalk + rabi_amplitude = rabi_amplitude + rabi_length = rabi_length + rabi_length_sequences = rabi_length_sequences + rabi_amplitude_signal = rabi_amplitude_signal + rabi_length_signal = rabi_length_signal + ramsey = ramsey + ramsey_signal = ramsey_signal + t1 = t1 + t1_signal = t1_signal + t1_sequences = t1_sequences + t2 = t2 + t2_signal = t2_signal + t2_sequences = t2_sequences + time_of_flight_readout = time_of_flight_readout + single_shot_classification = single_shot_classification + spin_echo = spin_echo + spin_echo_signal = spin_echo_signal + allxy = allxy + drag_tuning = drag_tuning + flipping = flipping + dispersive_shift = dispersive_shift + chevron = chevron + chevron_signal = chevron_signal + cz_virtualz = cz_virtualz + standard_rb = standard_rb + standard_rb_2q = standard_rb_2q + readout_characterization = readout_characterization + resonator_frequency = resonator_frequency + fast_reset = fast_reset + zeno = zeno + zeno_signal = zeno_signal + chsh_pulses = chsh_pulses + chsh_circuits = chsh_circuits + readout_mitigation_matrix = readout_mitigation_matrix + twpa_frequency = twpa_frequency + twpa_frequency_SNR = twpa_frequency_snr + twpa_power = twpa_power + twpa_power_SNR = twpa_power_snr + twpa_frequency_power = twpa_frequency_power + rabi_amplitude_ef = rabi_amplitude_ef + qubit_spectroscopy_ef = qubit_spectroscopy_ef + qutrit_classification = qutrit_classification + resonator_amplitude = resonator_amplitude + avoided_crossing = avoided_crossing + dispersive_shift_qutrit = dispersive_shift_qutrit + coupler_resonator_spectroscopy = coupler_resonator_spectroscopy + coupler_qubit_spectroscopy = coupler_qubit_spectroscopy + cz_virtualz_signal = cz_virtualz_signal + coupler_chevron = coupler_chevron + flipping_signal = flipping_signal + calibrate_state_discrimination = calibrate_state_discrimination diff --git a/src/qibocal/protocols/characterization/randomized_benchmarking/utils.py b/src/qibocal/protocols/characterization/randomized_benchmarking/utils.py new file mode 100644 index 000000000..fbdadaa12 --- /dev/null +++ b/src/qibocal/protocols/characterization/randomized_benchmarking/utils.py @@ -0,0 +1,259 @@ +import json +from numbers import Number +from typing import Optional, Union + +import numpy as np +from qibo import gates + +from qibocal.protocols.characterization.utils import significant_digit + +SINGLE_QUBIT_CLIFFORDS = { + # Virtual gates + 0: gates.I, + 1: lambda q: gates.U3(q, 0, np.pi / 2, np.pi / 2), # Z, + 2: lambda q: gates.U3(q, 0, np.pi / 2, 0), # gates.RZ(q, np.pi / 2), + 3: lambda q: gates.U3(q, 0, -np.pi / 2, 0), # gates.RZ(q, -np.pi / 2), + # pi rotations + 4: lambda q: gates.U3(q, np.pi, 0, np.pi), # X, + 5: lambda q: gates.U3(q, np.pi, 0, 0), # Y, + # pi/2 rotations + 6: lambda q: gates.U3(q, np.pi / 2, -np.pi / 2, np.pi / 2), # Rx(pi/2) + 7: lambda q: gates.U3(q, -np.pi / 2, -np.pi / 2, np.pi / 2), # -Rx(pi/2) + 8: lambda q: gates.U3(q, np.pi / 2, 0, 0), # Ry(pi/2) + 9: lambda q: gates.U3(q, -np.pi / 2, 0, 0), # -Ry(pi/2) + # 2pi/3 rotations + 10: lambda q: gates.U3(q, np.pi / 2, -np.pi / 2, 0), # Rx(pi/2)Ry(pi/2) + 11: lambda q: gates.U3(q, np.pi / 2, -np.pi / 2, np.pi), # Rx(pi/2)Ry(-pi/2) + 12: lambda q: gates.U3(q, np.pi / 2, np.pi / 2, 0), # Rx(-pi/2)Ry(pi/2) + 13: lambda q: gates.U3(q, np.pi / 2, np.pi / 2, -np.pi), # Rx(-pi/2)Ry(-pi/2) + 14: lambda q: gates.U3(q, np.pi / 2, 0, np.pi / 2), # Ry(pi/2)Rx(pi/2) + 15: lambda q: gates.U3(q, np.pi / 2, 0, -np.pi / 2), # Ry(pi/2)Rx(-pi/2) + 16: lambda q: gates.U3(q, np.pi / 2, -np.pi, np.pi / 2), # Ry(-pi/2)Rx(pi/2) + 17: lambda q: gates.U3(q, np.pi / 2, np.pi, -np.pi / 2), # Ry(-pi/2)Rx(-pi/2) + # Hadamard-like + 18: lambda q: gates.U3(q, np.pi / 2, -np.pi, 0), # X Ry(pi/2) + 19: lambda q: gates.U3(q, np.pi / 2, 0, np.pi), # X Ry(-pi/2) + 20: lambda q: gates.U3(q, np.pi / 2, np.pi / 2, np.pi / 2), # Y Rx(pi/2) + 21: lambda q: gates.U3(q, np.pi / 2, -np.pi / 2, -np.pi / 2), # Y Rx(pi/2) + 22: lambda q: gates.U3(q, np.pi, -np.pi / 4, np.pi / 4), # Rx(pi/2)Ry(pi/2)Rx(pi/2) + 23: lambda q: gates.U3( + q, np.pi, np.pi / 4, -np.pi / 4 + ), # Rx(-pi/2)Ry(pi/2)Rx(-pi/2) +} + +SINGLE_QUBIT_CLIFFORDS_NAMES = { + # Virtual gates + "": gates.I, + # Check the Z + "sqrtX,sqrtMinusY,sqrtMinusX": lambda q: gates.U3(q, 0, np.pi / 2, np.pi / 2), # Z, + "sqrtX,sqrtY,sqrtMinusX": lambda q: gates.U3( + q, 0, np.pi / 2, 0 + ), # gates.RZ(q, np.pi / 2), + "minusX,minusY": lambda q: gates.U3( + q, 0, -np.pi / 2, 0 + ), # gates.RZ(q, -np.pi / 2), + # pi rotations + "minusX": lambda q: gates.U3(q, np.pi, 0, np.pi), # X, + "minusY": lambda q: gates.U3(q, np.pi, 0, 0), # Y, + # pi/2 rotations (Check the minus) + "sqrtX": lambda q: gates.U3(q, np.pi / 2, -np.pi / 2, np.pi / 2), # Rx(pi/2) + "sqrtMinusX": lambda q: gates.U3(q, -np.pi / 2, -np.pi / 2, np.pi / 2), # Rx(-pi/2) + "sqrtY": lambda q: gates.U3(q, np.pi / 2, 0, 0), # Ry(pi/2) + "sqrtMinusY": lambda q: gates.U3(q, -np.pi / 2, 0, 0), # Ry(-pi/2) + # 2pi/3 rotations + "sqrtX,sqrtY": lambda q: gates.U3(q, np.pi / 2, -np.pi / 2, 0), # Rx(pi/2)Ry(pi/2) + "sqrtX,sqrtMinusY": lambda q: gates.U3( + q, np.pi / 2, -np.pi / 2, np.pi + ), # Rx(pi/2)Ry(-pi/2) + "sqrtMinusX,sqrtY": lambda q: gates.U3( + q, np.pi / 2, np.pi / 2, 0 + ), # Rx(-pi/2)Ry(pi/2) + "sqrtMinusX,sqrtMinusY": lambda q: gates.U3( + q, np.pi / 2, np.pi / 2, -np.pi + ), # Rx(-pi/2)Ry(-pi/2) + "sqrtY,sqrtX": lambda q: gates.U3(q, np.pi / 2, 0, np.pi / 2), # Ry(pi/2)Rx(pi/2) + "sqrtY,sqrtMinusX": lambda q: gates.U3( + q, np.pi / 2, 0, -np.pi / 2 + ), # Ry(pi/2)Rx(-pi/2) + "sqrtMinusY,sqrtX": lambda q: gates.U3( + q, np.pi / 2, -np.pi, np.pi / 2 + ), # Ry(-pi/2)Rx(pi/2) + "sqrtMinusY,sqrtMinusX": lambda q: gates.U3( + q, np.pi / 2, np.pi, -np.pi / 2 + ), # Ry(-pi/2)Rx(-pi/2) + # Hadamard-like + "minusX,sqrtY": lambda q: gates.U3(q, np.pi / 2, -np.pi, 0), # X Ry(pi/2) + "minusX,sqrtMinusY": lambda q: gates.U3(q, np.pi / 2, 0, np.pi), # X Ry(-pi/2) + "minusY,sqrtX": lambda q: gates.U3( + q, np.pi / 2, np.pi / 2, np.pi / 2 + ), # Y Rx(pi/2) + "minusY,sqrtMinusX": lambda q: gates.U3( + q, np.pi / 2, -np.pi / 2, -np.pi / 2 + ), # Y Rx(-pi/2) + "sqrtX,sqrtY,sqrtX": lambda q: gates.U3( + q, np.pi, -np.pi / 4, np.pi / 4 + ), # Rx(pi/2)Ry(pi/2)Rx(pi/2) + "sqrtX,sqrtMinusY,sqrtX": lambda q: gates.U3( + q, np.pi, np.pi / 4, -np.pi / 4 + ), # Rx(-pi/2)Ry(pi/2)Rx(-pi/2) +} + +with open("2qubitCliffs.json") as file: + TWO_QUBIT_CLIFFORDS = json.load(file) + + +def random_clifford(random_index_gen): + """Generates random Clifford operator. + + Args: + qubits (int or list or ndarray): if ``int``, the number of qubits for the Clifford. + If ``list`` or ``ndarray``, indexes of the qubits for the Clifford to act on. + seed (int or ``numpy.random.Generator``, optional): Either a generator of + random numbers or a fixed seed to initialize a generator. If ``None``, + initializes a generator with a random seed. Default is ``None``. + + Returns: + (list of :class:`qibo.gates.Gate`): Random Clifford operator(s). + """ + + random_index = int(random_index_gen(SINGLE_QUBIT_CLIFFORDS)) + clifford_gate = SINGLE_QUBIT_CLIFFORDS[random_index](0) + + return clifford_gate, random_index + + +def find_cliffords(cz_list): + clifford_list = [] + clifford = [] + for gate in cz_list: + if gate == "CZ": + clifford.append(gate) + clifford_list.append(clifford) + clifford = [] + continue + clifford.append(gate) + clifford_list.append(clifford) + return clifford_list + + +def random_2q_clifford(random_index_gen): + """Generates random two qubit Clifford operator. + + Args: + qubits (int or list or ndarray): if ``int``, the number of qubits for the Clifford. + If ``list`` or ``ndarray``, indexes of the qubits for the Clifford to act on. + seed (int or ``numpy.random.Generator``, optional): Either a generator of + random numbers or a fixed seed to initialize a generator. If ``None``, + initializes a generator with a random seed. Default is ``None``. + + Returns: + (list of :class:`qibo.gates.Gate`): Random Clifford operator(s). + """ + + random_index = int(random_index_gen(TWO_QUBIT_CLIFFORDS)) + clifford = TWO_QUBIT_CLIFFORDS[str(random_index)] + + gate_list = clifford.split(",") + + clifford_list = find_cliffords(gate_list) + + clifford_gate = [] + for clifford in clifford_list: + + # Separate values containing 1 + values_with_1 = [value for value in clifford if "1" in value] + values_with_1 = ",".join(values_with_1) + + # Separate values containing 2 + values_with_2 = [value for value in clifford if "2" in value] + values_with_2 = ",".join(values_with_2) + + # Check if CZ + value_with_CZ = [value for value in clifford if "CZ" in value] + value_with_CZ = len(value_with_CZ) == 1 + + values_with_1 = values_with_1.replace("1", "") + values_with_2 = values_with_2.replace("2", "") + + clifford_gate.append(SINGLE_QUBIT_CLIFFORDS_NAMES[values_with_1](0)) + clifford_gate.append(SINGLE_QUBIT_CLIFFORDS_NAMES[values_with_2](1)) + if value_with_CZ: + clifford_gate.append(gates.CZ(0, 1)) + + return clifford_gate, random_index + + +def number_to_str( + value: Number, + uncertainty: Optional[Union[Number, list, tuple, np.ndarray]] = None, + precision: Optional[int] = None, +): + """Converts a number into a string. + + Args: + value (Number): the number to display + uncertainty (Number or list or tuple or np.ndarray, optional): number or 2-element + interval with the low and high uncertainties of ``value``. Defaults to ``None``. + precision (int, optional): nonnegative number of floating points of the displayed value. + If ``None``, defaults to the second significant digit of ``uncertainty`` + or ``3`` if ``uncertainty`` is ``None``. Defaults to ``None``. + + Returns: + str: The number expressed as a string, with the uncertainty if given. + """ + + # If uncertainty is not given, return the value with precision + if uncertainty is None: + precision = precision if precision is not None else 3 + return f"{value:.{precision}f}" + + if isinstance(uncertainty, Number): + if precision is None: + precision = (significant_digit(uncertainty) + 1) or 3 + return f"{value:.{precision}f} \u00B1 {uncertainty:.{precision}f}" + + # If any uncertainty is None, return the value with precision + if any(u is None for u in uncertainty): + return f"{value:.{precision if precision is not None else 3}f}" + + # If precision is None, get the first significant digit of the uncertainty + if precision is None: + precision = max(significant_digit(u) + 1 for u in uncertainty) or 3 + + # Check if both uncertainties are equal up to precision + if np.round(uncertainty[0], precision) == np.round(uncertainty[1], precision): + return f"{value:.{precision}f} \u00B1 {uncertainty[0]:.{precision}f}" + + return f"{value:.{precision}f} +{uncertainty[1]:.{precision}f} / -{uncertainty[0]:.{precision}f}" + + +def data_uncertainties(data, method=None, data_median=None, homogeneous=True): + """Compute the uncertainties of the median (or specified) values. + + Args: + data (list or np.ndarray): 2d array with rows containing data points + from which the median value is extracted. + method (float, optional): method of computing the method. + If it is `None`, computes the standard deviation, otherwise it + computes the corresponding confidence interval using ``np.percentile``. + Defaults to ``None``. + data_median (list or np.ndarray, optional): 1d array for computing the errors from the + confidence interval. If ``None``, the median values are computed from ``data``. + homogeneous (bool): if ``True``, assumes that all rows in ``data`` are of the same size + and returns ``np.ndarray``. Default is ``True``. + + Returns: + np.ndarray: uncertainties of the data. + """ + if method is None: + return np.std(data, axis=1) if homogeneous else [np.std(row) for row in data] + + percentiles = [ + (100 - method) / 2, + (100 + method) / 2, + ] + percentile_interval = np.percentile(data, percentiles, axis=1) + + uncertainties = np.abs(np.vstack([data_median, data_median]) - percentile_interval) + + return uncertainties diff --git a/src/qibocal/protocols/randomized_benchmarking/2qubitCliffs.json b/src/qibocal/protocols/randomized_benchmarking/2qubitCliffs.json new file mode 100644 index 000000000..37adbc7f0 --- /dev/null +++ b/src/qibocal/protocols/randomized_benchmarking/2qubitCliffs.json @@ -0,0 +1 @@ +{"0": "", "1": "minusX1", "2": "minusY1", "3": "sqrtX1", "4": "sqrtMinusX1", "5": "sqrtY1", "6": "sqrtMinusY1", "7": "minusX2", "8": "minusY2", "9": "sqrtX2", "10": "sqrtMinusX2", "11": "sqrtY2", "12": "sqrtMinusY2", "13": "CZ", "14": "minusX1,minusY1", "15": "minusX1,sqrtY1", 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z@kU~&zGGCRan{9gm5X5^MC)*5N_}jSDM*7m7zNePd26dSr*G+>sPSoVLg(jMP^tuf z+@nyk@wH$|?z7viIwpU~)|IEpL}(4*o!ixtR(9=ix55>n0X7*gR$FPH;itySxFIGU zbj%A82)wz^ZC|eEnosE`@`pn|J**WK|GVEk$k@b4I%b78A+s{!ixN!|9f{PWyy8;S z;3hq--I^xOeP$S0(xL)4877{{$KAg$cMXt9NB!L|wV`n5LFN(3xNM+I=$ix}sV_UP zEdrrmv2}XNOK5g&WF6vTxzjEk(B~mBs$Y5uS0Qt@Piz;_^J}F1J1`1f_}U>d>b4u= z`YNKXIQF$;lJ02`{z4Tis7O zFdgDt3{nkGNh#(1OeRUOwop9i%HtEK^&fk@OS(rf$=+WSu9uKsJ74~sv#KX%k7C~B za@>yp)H7H_JFr3c4;~5SQ5+#+x}~@CK6l>pj>66%K`)?cZKt-h|V(FwTwvXnLf;tUto-cB5&gVbeCqIpU~;0 zUfBPCKbiXD@gy!ii>J0=*f0a!e*cOCE@8x*T@~rkXsv`dQN6r#O=43~r7!9^^Rwz$ zCvj|NaG=QOo4((B`mcIB9tUI5a3CfxvV1vFFagVS>&MI2y`GC@bWdV`#)W0}EyM1` zJc(9OaL2*8X~gf}7|1VP{$2lt$Jol1 zn6#h*L22>}@EwerTi!KHSJsw2eX?)VJmhRDAIuy|>|LApRw-TP8TnuHXPRe@41Xr`p@V 0: clifford = circuit.unitary() clifford_inv = np.linalg.inv(clifford).round(3) - try: - clifford_inv += 0.0 + 0.0j - index_inv = CLIFFORD_MATRICES_INV[ - np.array2string(clifford_inv, separator=",") - ] - except: - clifford_inv -= 2j * clifford_inv.imag + + global_phases = [1 + 0j, -1 + 0j, 0 + 1j, 0 - 1j] + clifford_invs = [clifford_inv * global_phase for global_phase in global_phases] + for clifford_inv in clifford_invs: clifford_inv += 0.0 + 0.0j - index_inv = CLIFFORD_MATRICES_INV[ - np.array2string(clifford_inv, separator=",") - ] + clifford_inv_str = np.array2string(clifford_inv, separator=",") + if clifford_inv_str in CLIFFORD_MATRICES_INV.files: + index_inv = CLIFFORD_MATRICES_INV[clifford_inv_str] clifford = TWO_QUBIT_CLIFFORDS[str(index_inv)] From c47174d8cc4eab495f262f418350707e3366a8de Mon Sep 17 00:00:00 2001 From: Jacfomg Date: Thu, 9 May 2024 11:24:17 +0400 Subject: [PATCH 13/93] fix: transpiler --- .../randomized_benchmarking/circuit_tools.py | 66 +++++++++++-------- .../randomized_benchmarking/standard_rb_2q.py | 29 ++++++++ 2 files changed, 69 insertions(+), 26 deletions(-) diff --git a/src/qibocal/protocols/randomized_benchmarking/circuit_tools.py b/src/qibocal/protocols/randomized_benchmarking/circuit_tools.py index 3e66c4a4f..f4a4b9449 100644 --- a/src/qibocal/protocols/randomized_benchmarking/circuit_tools.py +++ b/src/qibocal/protocols/randomized_benchmarking/circuit_tools.py @@ -15,6 +15,18 @@ find_cliffords, ) +GLOBAL_PHASES = [ + 1 + 0j, + -1 + 0j, + 0 + 1j, + 0 - 1j, + 0.707 + 0.707j, + -0.707 + 0.707j, + 0.707 - 0.707j, + -0.707 - 0.707j, +] + + path = pathlib.Path(__file__).parent / "2qubitCliffsInv.npz" CLIFFORD_MATRICES_INV = np.load(path) @@ -115,47 +127,49 @@ def add_inverse_2q_layer(circuit: Circuit): if circuit.depth > 0: clifford = circuit.unitary() - clifford_inv = np.linalg.inv(clifford).round(3) - global_phases = [1 + 0j, -1 + 0j, 0 + 1j, 0 - 1j] - clifford_invs = [clifford_inv * global_phase for global_phase in global_phases] - for clifford_inv in clifford_invs: + cliffords = [clifford * global_phase for global_phase in GLOBAL_PHASES] + cliffords_inv = [np.linalg.inv(clifford).round(3) for clifford in cliffords] + + for clifford_inv in cliffords_inv: clifford_inv += 0.0 + 0.0j clifford_inv_str = np.array2string(clifford_inv, separator=",") if clifford_inv_str in CLIFFORD_MATRICES_INV.files: index_inv = CLIFFORD_MATRICES_INV[clifford_inv_str] - clifford = TWO_QUBIT_CLIFFORDS[str(index_inv)] + print(index_inv) + + clifford = TWO_QUBIT_CLIFFORDS[str(index_inv)] - gate_list = clifford.split(",") + gate_list = clifford.split(",") - clifford_list = find_cliffords(gate_list) + clifford_list = find_cliffords(gate_list) - clifford_gate = [] - for clifford in clifford_list: + clifford_gate = [] + for clifford in clifford_list: - # Separate values containing 1 - values_with_1 = [value for value in clifford if "1" in value] - values_with_1 = ",".join(values_with_1) + # Separate values containing 1 + values_with_1 = [value for value in clifford if "1" in value] + values_with_1 = ",".join(values_with_1) - # Separate values containing 2 - values_with_2 = [value for value in clifford if "2" in value] - values_with_2 = ",".join(values_with_2) + # Separate values containing 2 + values_with_2 = [value for value in clifford if "2" in value] + values_with_2 = ",".join(values_with_2) - # Check if CZ - value_with_CZ = [value for value in clifford if "CZ" in value] - value_with_CZ = len(value_with_CZ) == 1 + # Check if CZ + value_with_CZ = [value for value in clifford if "CZ" in value] + value_with_CZ = len(value_with_CZ) == 1 - values_with_1 = values_with_1.replace("1", "") - values_with_2 = values_with_2.replace("2", "") + values_with_1 = values_with_1.replace("1", "") + values_with_2 = values_with_2.replace("2", "") - clifford_gate.append(SINGLE_QUBIT_CLIFFORDS_NAMES[values_with_1](0)) - clifford_gate.append(SINGLE_QUBIT_CLIFFORDS_NAMES[values_with_2](1)) - if value_with_CZ: - clifford_gate.append(gates.CZ(0, 1)) + clifford_gate.append(SINGLE_QUBIT_CLIFFORDS_NAMES[values_with_1](0)) + clifford_gate.append(SINGLE_QUBIT_CLIFFORDS_NAMES[values_with_2](1)) + if value_with_CZ: + clifford_gate.append(gates.CZ(0, 1)) - for gate in clifford_gate: - circuit.add(gate) + for gate in clifford_gate: + circuit.add(gate) def add_measurement_layer(circuit: Circuit): diff --git a/src/qibocal/protocols/randomized_benchmarking/standard_rb_2q.py b/src/qibocal/protocols/randomized_benchmarking/standard_rb_2q.py index e408b3acc..d23ca9189 100644 --- a/src/qibocal/protocols/randomized_benchmarking/standard_rb_2q.py +++ b/src/qibocal/protocols/randomized_benchmarking/standard_rb_2q.py @@ -10,6 +10,11 @@ from qibolab.qubits import QubitPairId from qibocal.auto.operation import Results, Routine +from qibocal.auto.transpile import ( + dummy_transpiler, + execute_transpiled_circuit, + execute_transpiled_circuits, +) from qibocal.config import raise_error from qibocal.protocols.characterization.randomized_benchmarking import noisemodels from qibocal.protocols.characterization.randomized_benchmarking.standard_rb import ( @@ -198,6 +203,30 @@ def _acquisition( circuits.extend(circuits_depth) for qubit in random_indexes.keys(): indexes[(qubit, depth)] = random_indexes[qubit] + + transpiler = dummy_transpiler(backend) + qubit_maps = [[i] for i in targets] * (len(params.depths) * params.niter) + # Execute the circuits + if params.unrolling: + _, executed_circuits = execute_transpiled_circuits( + circuits, + qubit_maps=qubit_maps, + backend=backend, + nshots=params.nshots, + transpiler=transpiler, + ) + else: + executed_circuits = [ + execute_transpiled_circuit( + circuit, + qubit_map=qubit_map, + backend=backend, + nshots=params.nshots, + transpiler=transpiler, + )[1] + for circuit, qubit_map in zip(circuits, qubit_maps) + ] + # Execute the circuits if params.unrolling: executed_circuits = backend.execute_circuits(circuits, nshots=params.nshots) From 2983a1d5d4f10b0565413781cc8c8e31736b56e7 Mon Sep 17 00:00:00 2001 From: Jacfomg Date: Thu, 9 May 2024 12:00:57 +0400 Subject: [PATCH 14/93] feat: 2qrb working prototype --- .../randomized_benchmarking/circuit_tools.py | 6 ++---- .../randomized_benchmarking/standard_rb_2q.py | 15 ++++----------- 2 files changed, 6 insertions(+), 15 deletions(-) diff --git a/src/qibocal/protocols/randomized_benchmarking/circuit_tools.py b/src/qibocal/protocols/randomized_benchmarking/circuit_tools.py index f4a4b9449..a99894757 100644 --- a/src/qibocal/protocols/randomized_benchmarking/circuit_tools.py +++ b/src/qibocal/protocols/randomized_benchmarking/circuit_tools.py @@ -91,18 +91,16 @@ def layer_2q_circuit(rb_gen: Callable, depth: int, qubits) -> tuple[Circuit, dic full_circuit = None random_indexes = [] # Build each layer, there will be depth many in the final circuit. - qubits_str = [str(qubits[0]), str(qubits[1])] - for _ in range(depth): # Generate a layer. new_layer, random_index = rb_gen.layer_gen() - new_circuit = Circuit(2, wire_names=qubits_str) + new_circuit = Circuit(2) for gate in new_layer: new_circuit.add(gate) random_indexes.append(random_index) if full_circuit is None: # instantiate in first loop - full_circuit = Circuit(new_circuit.nqubits, wire_names=qubits_str) + full_circuit = Circuit(new_circuit.nqubits) full_circuit = full_circuit + new_circuit return full_circuit, random_indexes diff --git a/src/qibocal/protocols/randomized_benchmarking/standard_rb_2q.py b/src/qibocal/protocols/randomized_benchmarking/standard_rb_2q.py index d23ca9189..fa24948a1 100644 --- a/src/qibocal/protocols/randomized_benchmarking/standard_rb_2q.py +++ b/src/qibocal/protocols/randomized_benchmarking/standard_rb_2q.py @@ -204,8 +204,10 @@ def _acquisition( for qubit in random_indexes.keys(): indexes[(qubit, depth)] = random_indexes[qubit] + backend = GlobalBackend() transpiler = dummy_transpiler(backend) - qubit_maps = [[i] for i in targets] * (len(params.depths) * params.niter) + qubit_maps = [list(i) for i in targets] * (len(params.depths) * params.niter) + # Execute the circuits if params.unrolling: _, executed_circuits = execute_transpiled_circuits( @@ -227,15 +229,6 @@ def _acquisition( for circuit, qubit_map in zip(circuits, qubit_maps) ] - # Execute the circuits - if params.unrolling: - executed_circuits = backend.execute_circuits(circuits, nshots=params.nshots) - else: - executed_circuits = [ - backend.execute_circuit(circuit, nshots=params.nshots) - for circuit in circuits - ] - for circ in executed_circuits: samples.extend(circ.samples()) samples = np.reshape(samples, (-1, nqubits, params.nshots)) @@ -394,7 +387,7 @@ def _plot( if fit is not None: fitting_report = table_html( table_dict( - qubits, + str(qubits), ["niter", "nshots", "uncertainties", "fidelity", "pulse_fidelity"], [ data.niter, From e018ab593a63a061504e6cbb342ec1e7419e38c5 Mon Sep 17 00:00:00 2001 From: Jacfomg Date: Thu, 9 May 2024 12:05:07 +0400 Subject: [PATCH 15/93] fix: remove prints --- src/qibocal/protocols/randomized_benchmarking/circuit_tools.py | 2 -- src/qibocal/protocols/randomized_benchmarking/standard_rb_2q.py | 1 - 2 files changed, 3 deletions(-) diff --git a/src/qibocal/protocols/randomized_benchmarking/circuit_tools.py b/src/qibocal/protocols/randomized_benchmarking/circuit_tools.py index a99894757..f0b083734 100644 --- a/src/qibocal/protocols/randomized_benchmarking/circuit_tools.py +++ b/src/qibocal/protocols/randomized_benchmarking/circuit_tools.py @@ -135,8 +135,6 @@ def add_inverse_2q_layer(circuit: Circuit): if clifford_inv_str in CLIFFORD_MATRICES_INV.files: index_inv = CLIFFORD_MATRICES_INV[clifford_inv_str] - print(index_inv) - clifford = TWO_QUBIT_CLIFFORDS[str(index_inv)] gate_list = clifford.split(",") diff --git a/src/qibocal/protocols/randomized_benchmarking/standard_rb_2q.py b/src/qibocal/protocols/randomized_benchmarking/standard_rb_2q.py index fa24948a1..8c4161c40 100644 --- a/src/qibocal/protocols/randomized_benchmarking/standard_rb_2q.py +++ b/src/qibocal/protocols/randomized_benchmarking/standard_rb_2q.py @@ -137,7 +137,6 @@ def random_circuits( for _ in range(niter): for target in targets: circuit, random_index = layer_2q_circuit(rb_gen, depth, target) - print(random_index) add_inverse_2q_layer(circuit) add_measurement_layer(circuit) if noise_model is not None: From 14526d401abc2d107be6e74b2a4c5441db671a54 Mon Sep 17 00:00:00 2001 From: Jacfomg Date: Thu, 9 May 2024 15:19:29 +0400 Subject: [PATCH 16/93] fix: some tests --- .../characterization/randomized_benchmarking/utils.py | 4 +++- tests/runcards/protocols.yml | 2 +- 2 files changed, 4 insertions(+), 2 deletions(-) diff --git a/src/qibocal/protocols/characterization/randomized_benchmarking/utils.py b/src/qibocal/protocols/characterization/randomized_benchmarking/utils.py index 1c7081872..30e023376 100644 --- a/src/qibocal/protocols/characterization/randomized_benchmarking/utils.py +++ b/src/qibocal/protocols/characterization/randomized_benchmarking/utils.py @@ -1,4 +1,5 @@ import json +import pathlib from numbers import Number from typing import Optional, Union @@ -97,7 +98,8 @@ ), # Rx(-pi/2)Ry(pi/2)Rx(-pi/2) } -with open("2qubitCliffs.json") as file: +path = pathlib.Path(__file__).parent / "2qubitCliffs.json" +with open(path) as file: TWO_QUBIT_CLIFFORDS = json.load(file) diff --git a/tests/runcards/protocols.yml b/tests/runcards/protocols.yml index 47c3d183d..bfdce4260 100644 --- a/tests/runcards/protocols.yml +++ b/tests/runcards/protocols.yml @@ -684,7 +684,7 @@ actions: - id: standard rb 2q operation: standard_rb_2q - targets: [1,2] + targets: [[0,2]] parameters: depths: [1, 2, 3, 5] niter: 5 From af261202ebb3191495a7d9cd5dca7ec402557bfc Mon Sep 17 00:00:00 2001 From: Jacfomg Date: Thu, 9 May 2024 17:14:57 +0400 Subject: [PATCH 17/93] fix: tests --- .../randomized_benchmarking/standard_rb_2q.py | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/src/qibocal/protocols/randomized_benchmarking/standard_rb_2q.py b/src/qibocal/protocols/randomized_benchmarking/standard_rb_2q.py index 8c4161c40..9d3d2ed53 100644 --- a/src/qibocal/protocols/randomized_benchmarking/standard_rb_2q.py +++ b/src/qibocal/protocols/randomized_benchmarking/standard_rb_2q.py @@ -53,7 +53,7 @@ def extract_probabilities(self, qubits): """Extract the probabilities given (`qubit`, `qubit`)""" probs = [] for depth in self.depths: - data_list = np.array(self.data[qubits, depth].tolist()) + data_list = np.array(self.data[qubits[0], qubits[1], depth].tolist()) data_list = data_list.reshape((-1, self.nshots)) probs.append(np.count_nonzero(1 - data_list, axis=1) / data_list.shape[1]) return probs @@ -201,7 +201,7 @@ def _acquisition( ) circuits.extend(circuits_depth) for qubit in random_indexes.keys(): - indexes[(qubit, depth)] = random_indexes[qubit] + indexes[(qubit[0], qubit[1], depth)] = random_indexes[qubit] backend = GlobalBackend() transpiler = dummy_transpiler(backend) @@ -235,9 +235,10 @@ def _acquisition( for i, depth in enumerate(params.depths): index = (i * params.niter, (i + 1) * params.niter) for nqubit, qubit_id in enumerate(targets): + data.register_qubit( RBType, - (qubit_id, depth), + (qubit_id[0], qubit_id[1], depth), dict( samples=samples[index[0] : index[1]][:, nqubit], ), @@ -257,8 +258,7 @@ def _fit(data: RB2QData) -> StandardRB2QResult: Returns: StandardRBResult: Aggregated and processed data. """ - qubits = data.qubits - + qubits = data.pairs fidelity, pulse_fidelity = {}, {} popts, perrs = {}, {} error_barss = {} From 71b149cf308a46bc4b7fed0e9de3315ae14062a1 Mon Sep 17 00:00:00 2001 From: Jacfomg Date: Thu, 9 May 2024 17:41:13 +0400 Subject: [PATCH 18/93] feat: files as params --- .../randomized_benchmarking/utils.py | 12 ++------ .../randomized_benchmarking/circuit_tools.py | 16 +++++----- .../randomized_benchmarking/standard_rb_2q.py | 30 ++++++++++++++----- 3 files changed, 33 insertions(+), 25 deletions(-) diff --git a/src/qibocal/protocols/characterization/randomized_benchmarking/utils.py b/src/qibocal/protocols/characterization/randomized_benchmarking/utils.py index 30e023376..5dc698622 100644 --- a/src/qibocal/protocols/characterization/randomized_benchmarking/utils.py +++ b/src/qibocal/protocols/characterization/randomized_benchmarking/utils.py @@ -1,5 +1,3 @@ -import json -import pathlib from numbers import Number from typing import Optional, Union @@ -98,10 +96,6 @@ ), # Rx(-pi/2)Ry(pi/2)Rx(-pi/2) } -path = pathlib.Path(__file__).parent / "2qubitCliffs.json" -with open(path) as file: - TWO_QUBIT_CLIFFORDS = json.load(file) - def random_clifford(random_index_gen): """Generates random Clifford operator. @@ -137,7 +131,7 @@ def find_cliffords(cz_list): return clifford_list -def random_2q_clifford(random_index_gen): +def random_2q_clifford(random_index_gen, two_qubit_cliffords): """Generates random two qubit Clifford operator. Args: @@ -151,8 +145,8 @@ def random_2q_clifford(random_index_gen): (list of :class:`qibo.gates.Gate`): Random Clifford operator(s). """ - random_index = int(random_index_gen(TWO_QUBIT_CLIFFORDS)) - clifford = TWO_QUBIT_CLIFFORDS[str(random_index)] + random_index = int(random_index_gen(two_qubit_cliffords)) + clifford = two_qubit_cliffords[str(random_index)] gate_list = clifford.split(",") diff --git a/src/qibocal/protocols/randomized_benchmarking/circuit_tools.py b/src/qibocal/protocols/randomized_benchmarking/circuit_tools.py index f0b083734..94f6761e4 100644 --- a/src/qibocal/protocols/randomized_benchmarking/circuit_tools.py +++ b/src/qibocal/protocols/randomized_benchmarking/circuit_tools.py @@ -11,7 +11,6 @@ from qibocal.protocols.characterization.randomized_benchmarking.utils import ( SINGLE_QUBIT_CLIFFORDS_NAMES, - TWO_QUBIT_CLIFFORDS, find_cliffords, ) @@ -27,10 +26,6 @@ ] -path = pathlib.Path(__file__).parent / "2qubitCliffsInv.npz" -CLIFFORD_MATRICES_INV = np.load(path) - - def layer_circuit(rb_gen: Callable, depth: int, qubit) -> tuple[Circuit, dict]: """Creates a circuit of `depth` layers from a generator `layer_gen` yielding `Circuit` or `Gate` and a dictionary with random indexes used to select the clifford gates. @@ -116,13 +111,16 @@ def add_inverse_layer(circuit: Circuit, single_qubit=True): circuit.add(gates.Unitary(circuit.unitary(), *range(circuit.nqubits)).dagger()) -def add_inverse_2q_layer(circuit: Circuit): +def add_inverse_2q_layer(circuit: Circuit, two_qubit_cliffords, file_inv): """Adds an inverse gate/inverse gates at the end of a circuit (in place). Args: circuit (Circuit): circuit """ + path = pathlib.Path(__file__).parent / file_inv + clifford_matrices_inv = np.load(path) + if circuit.depth > 0: clifford = circuit.unitary() @@ -132,10 +130,10 @@ def add_inverse_2q_layer(circuit: Circuit): for clifford_inv in cliffords_inv: clifford_inv += 0.0 + 0.0j clifford_inv_str = np.array2string(clifford_inv, separator=",") - if clifford_inv_str in CLIFFORD_MATRICES_INV.files: - index_inv = CLIFFORD_MATRICES_INV[clifford_inv_str] + if clifford_inv_str in clifford_matrices_inv.files: + index_inv = clifford_matrices_inv[clifford_inv_str] - clifford = TWO_QUBIT_CLIFFORDS[str(index_inv)] + clifford = two_qubit_cliffords[str(index_inv)] gate_list = clifford.split(",") diff --git a/src/qibocal/protocols/randomized_benchmarking/standard_rb_2q.py b/src/qibocal/protocols/randomized_benchmarking/standard_rb_2q.py index 9d3d2ed53..cfc20c747 100644 --- a/src/qibocal/protocols/randomized_benchmarking/standard_rb_2q.py +++ b/src/qibocal/protocols/randomized_benchmarking/standard_rb_2q.py @@ -1,3 +1,5 @@ +import json +import pathlib from collections import defaultdict from dataclasses import dataclass, field from typing import Iterable, Optional, TypedDict, Union @@ -29,7 +31,7 @@ from .fitting import exp1B_func, fit_exp1B_func from .utils import data_uncertainties, number_to_str, random_2q_clifford -NPULSES_PER_CLIFFORD = 3.5 # CHANGE +NPULSES_PER_CLIFFORD = 3.5 # TODO: Make a function class Depthsdict(TypedDict): @@ -40,6 +42,16 @@ class Depthsdict(TypedDict): step: int +@dataclass +class StandardRB2QParameters(StandardRBParameters): + """Parameters for the standard 2q randomized benchmarking protocol.""" + + file: str = "2qubitCliffs.json" + """File with the cliffords to be used.""" + file_inv: str = "2qubitCliffsInv.npz" + """File with the cliffords to be used in an inverted dict.""" + + @dataclass class RB2QData(RBData): """The output of the acquisition function.""" @@ -84,13 +96,16 @@ class RB2Q_Generator: This class generates random two qubit cliffords for randomized benchmarking. """ - def __init__(self, seed): + def __init__(self, file, seed): self.seed = seed self.local_state = ( np.random.default_rng(seed) if seed is None or isinstance(seed, int) else seed ) + path = pathlib.Path(__file__).parent / "2qubitCliffs.json" + with open(path) as file: + self.two_qubit_cliffords = json.load(file) def random_index(self, gate_dict): """ @@ -109,7 +124,7 @@ def layer_gen(self): Returns: - Gate: Random single-qubit clifford . """ - return random_2q_clifford(self.random_index) + return random_2q_clifford(self.random_index, self.two_qubit_cliffords) def random_circuits( @@ -117,6 +132,7 @@ def random_circuits( targets: list[QubitPairId], niter, rb_gen, + file_inv, noise_model=None, ) -> Iterable: """Returns single-qubit random self-inverting Clifford circuits. @@ -137,7 +153,7 @@ def random_circuits( for _ in range(niter): for target in targets: circuit, random_index = layer_2q_circuit(rb_gen, depth, target) - add_inverse_2q_layer(circuit) + add_inverse_2q_layer(circuit, rb_gen.two_qubit_cliffords, file_inv) add_measurement_layer(circuit) if noise_model is not None: circuit = noise_model.apply(circuit) @@ -148,7 +164,7 @@ def random_circuits( def _acquisition( - params: StandardRBParameters, + params: StandardRB2QParameters, platform: Platform, targets: list[QubitPairId], ) -> RB2QData: @@ -193,11 +209,11 @@ def _acquisition( indexes = {} samples = [] qubits_ids = targets - rb_gen = RB2Q_Generator(params.seed) + rb_gen = RB2Q_Generator(params.file, params.seed) for depth in params.depths: # TODO: This does not generate multi qubit circuits circuits_depth, random_indexes = random_circuits( - depth, qubits_ids, params.niter, rb_gen, noise_model + depth, qubits_ids, params.niter, rb_gen, params.file_inv, noise_model ) circuits.extend(circuits_depth) for qubit in random_indexes.keys(): From e9da312a1c5649ea7c2f28f8f5a58ee6f0283eac Mon Sep 17 00:00:00 2001 From: Jacfomg Date: Thu, 9 May 2024 18:02:23 +0400 Subject: [PATCH 19/93] feat: inverse matrices file generation --- .../randomized_benchmarking/utils.py | 76 ++++++++++++++----- .../randomized_benchmarking/circuit_tools.py | 3 + 2 files changed, 62 insertions(+), 17 deletions(-) diff --git a/src/qibocal/protocols/characterization/randomized_benchmarking/utils.py b/src/qibocal/protocols/characterization/randomized_benchmarking/utils.py index 5dc698622..55cb9b273 100644 --- a/src/qibocal/protocols/characterization/randomized_benchmarking/utils.py +++ b/src/qibocal/protocols/characterization/randomized_benchmarking/utils.py @@ -3,6 +3,7 @@ import numpy as np from qibo import gates +from qibo.models import Circuit from qibocal.protocols.characterization.utils import significant_digit @@ -117,6 +118,7 @@ def random_clifford(random_index_gen): return clifford_gate, random_index +# TODO: Expand when more entangling gates are calibrated def find_cliffords(cz_list): clifford_list = [] clifford = [] @@ -131,23 +133,7 @@ def find_cliffords(cz_list): return clifford_list -def random_2q_clifford(random_index_gen, two_qubit_cliffords): - """Generates random two qubit Clifford operator. - - Args: - qubits (int or list or ndarray): if ``int``, the number of qubits for the Clifford. - If ``list`` or ``ndarray``, indexes of the qubits for the Clifford to act on. - seed (int or ``numpy.random.Generator``, optional): Either a generator of - random numbers or a fixed seed to initialize a generator. If ``None``, - initializes a generator with a random seed. Default is ``None``. - - Returns: - (list of :class:`qibo.gates.Gate`): Random Clifford operator(s). - """ - - random_index = int(random_index_gen(two_qubit_cliffords)) - clifford = two_qubit_cliffords[str(random_index)] - +def clifford2gates(clifford): gate_list = clifford.split(",") clifford_list = find_cliffords(gate_list) @@ -175,9 +161,65 @@ def random_2q_clifford(random_index_gen, two_qubit_cliffords): if value_with_CZ: clifford_gate.append(gates.CZ(0, 1)) + return clifford_gate + + +def random_2q_clifford(random_index_gen, two_qubit_cliffords): + """Generates random two qubit Clifford operator. + + Args: + qubits (int or list or ndarray): if ``int``, the number of qubits for the Clifford. + If ``list`` or ``ndarray``, indexes of the qubits for the Clifford to act on. + seed (int or ``numpy.random.Generator``, optional): Either a generator of + random numbers or a fixed seed to initialize a generator. If ``None``, + initializes a generator with a random seed. Default is ``None``. + + Returns: + (list of :class:`qibo.gates.Gate`): Random Clifford operator(s). + """ + + random_index = int(random_index_gen(two_qubit_cliffords)) + clifford = two_qubit_cliffords[str(random_index)] + clifford_gate = clifford2gates(clifford) + return clifford_gate, random_index +def clifford_to_matrix(clifford): + clifford_gate = clifford2gates(clifford) + + qubits_str = ["q0", "q1"] + + new_circuit = Circuit(2, wire_names=qubits_str) + for gate in clifford_gate: + new_circuit.add(gate) + + unitary = new_circuit.unitary() + + return unitary + + +def generate_inv_dict_cliffords_file(two_qubit_cliffords, output_file): + clifford_matrices = {} + for i, clifford in enumerate(two_qubit_cliffords.values()): + clifford = two_qubit_cliffords[str(i)] + + unitary = clifford_to_matrix(clifford) + unitary = unitary.round(3) + unitary += 0.0 + 0.0j + + clifford_matrices[i] = unitary + + clifford_matrices_inv_np = {} + # Convert the arrays to strings and store them as keys in the new dictionary + for key, value in clifford_matrices.items(): + key_str = np.array2string(value, separator=",") + clifford_matrices_inv_np[key_str] = key + + # npz file to save the data + np.savez(output_file, **clifford_matrices_inv_np) + + def number_to_str( value: Number, uncertainty: Optional[Union[Number, list, tuple, np.ndarray]] = None, diff --git a/src/qibocal/protocols/randomized_benchmarking/circuit_tools.py b/src/qibocal/protocols/randomized_benchmarking/circuit_tools.py index 94f6761e4..c9ee60912 100644 --- a/src/qibocal/protocols/randomized_benchmarking/circuit_tools.py +++ b/src/qibocal/protocols/randomized_benchmarking/circuit_tools.py @@ -12,6 +12,7 @@ from qibocal.protocols.characterization.randomized_benchmarking.utils import ( SINGLE_QUBIT_CLIFFORDS_NAMES, find_cliffords, + generate_inv_dict_cliffords_file, ) GLOBAL_PHASES = [ @@ -119,6 +120,8 @@ def add_inverse_2q_layer(circuit: Circuit, two_qubit_cliffords, file_inv): """ path = pathlib.Path(__file__).parent / file_inv + if not path.is_file(): + generate_inv_dict_cliffords_file(two_qubit_cliffords, file_inv) clifford_matrices_inv = np.load(path) if circuit.depth > 0: From 255d9c45730c07257b167cfbbcf3f8711dc7ecca Mon Sep 17 00:00:00 2001 From: Jacfomg Date: Thu, 9 May 2024 19:57:14 +0400 Subject: [PATCH 20/93] feat: counting pulses draft --- .../randomized_benchmarking/utils.py | 42 +++++++++++++++++++ .../randomized_benchmarking/standard_rb_2q.py | 3 +- 2 files changed, 44 insertions(+), 1 deletion(-) diff --git a/src/qibocal/protocols/characterization/randomized_benchmarking/utils.py b/src/qibocal/protocols/characterization/randomized_benchmarking/utils.py index 55cb9b273..1a3225d11 100644 --- a/src/qibocal/protocols/characterization/randomized_benchmarking/utils.py +++ b/src/qibocal/protocols/characterization/randomized_benchmarking/utils.py @@ -294,3 +294,45 @@ def data_uncertainties(data, method=None, data_median=None, homogeneous=True): uncertainties = np.abs(np.vstack([data_median, data_median]) - percentile_interval) return uncertainties + + +def clifford_to_pulses(clifford): + gate_list = clifford.split(",") + + clifford_list = find_cliffords(gate_list) + + pulses = 0 + for clifford in clifford_list: + # Separate values containing 1 + values_with_1 = [value for value in clifford if "1" in value] + values_with_1 = ",".join(values_with_1) + + # Separate values containing 2 + values_with_2 = [value for value in clifford if "2" in value] + values_with_2 = ",".join(values_with_2) + + # Check if CZ + value_with_CZ = [value for value in clifford if "CZ" in value] + value_with_CZ = len(value_with_CZ) == 1 + + values_with_1 = values_with_1.replace("1", "") + values_with_2 = values_with_2.replace("2", "") + + if SINGLE_QUBIT_CLIFFORDS_NAMES[values_with_1](0).name != "id": + pulses += 2 + if SINGLE_QUBIT_CLIFFORDS_NAMES[values_with_2](1).name != "id": + pulses += 2 + if value_with_CZ: + pulses += 1 + + return pulses + + +def calculate_pulses_clifford(two_qubit_cliffords): + pulses = 0 + for i, clifford in enumerate(two_qubit_cliffords.values()): + clifford = two_qubit_cliffords[str(i)] + pulses += clifford_to_pulses(clifford) + + pulses_per_clifford = pulses / len(two_qubit_cliffords) + return pulses_per_clifford diff --git a/src/qibocal/protocols/randomized_benchmarking/standard_rb_2q.py b/src/qibocal/protocols/randomized_benchmarking/standard_rb_2q.py index cfc20c747..47613c789 100644 --- a/src/qibocal/protocols/randomized_benchmarking/standard_rb_2q.py +++ b/src/qibocal/protocols/randomized_benchmarking/standard_rb_2q.py @@ -31,7 +31,8 @@ from .fitting import exp1B_func, fit_exp1B_func from .utils import data_uncertainties, number_to_str, random_2q_clifford -NPULSES_PER_CLIFFORD = 3.5 # TODO: Make a function +NPULSES_PER_CLIFFORD = 8.6 +# NPULSES_PER_CLIFFORD = calculate_pulses_clifford(two_qubit_cliffords) class Depthsdict(TypedDict): From c4cfd2a7060a057c6fbd7bcc93b362fa527597cf Mon Sep 17 00:00:00 2001 From: Jacfomg Date: Fri, 10 May 2024 11:52:10 +0400 Subject: [PATCH 21/93] fix: improve cov --- .../randomized_benchmarking/utils.py | 56 ++++++++----------- .../randomized_benchmarking/circuit_tools.py | 18 +----- .../randomized_benchmarking/standard_rb_2q.py | 24 ++++++-- 3 files changed, 43 insertions(+), 55 deletions(-) diff --git a/src/qibocal/protocols/characterization/randomized_benchmarking/utils.py b/src/qibocal/protocols/characterization/randomized_benchmarking/utils.py index 1a3225d11..9a36e49af 100644 --- a/src/qibocal/protocols/characterization/randomized_benchmarking/utils.py +++ b/src/qibocal/protocols/characterization/randomized_benchmarking/utils.py @@ -133,29 +133,32 @@ def find_cliffords(cz_list): return clifford_list -def clifford2gates(clifford): - gate_list = clifford.split(",") +def separator(clifford): + # Separate values containing 1 + values_with_1 = [value for value in clifford if "1" in value] + values_with_1 = ",".join(values_with_1) - clifford_list = find_cliffords(gate_list) + # Separate values containing 2 + values_with_2 = [value for value in clifford if "2" in value] + values_with_2 = ",".join(values_with_2) - clifford_gate = [] - for clifford in clifford_list: + # Check if CZ + value_with_CZ = [value for value in clifford if "CZ" in value] + value_with_CZ = len(value_with_CZ) == 1 - # Separate values containing 1 - values_with_1 = [value for value in clifford if "1" in value] - values_with_1 = ",".join(values_with_1) + values_with_1 = values_with_1.replace("1", "") + values_with_2 = values_with_2.replace("2", "") + return values_with_1, values_with_2, value_with_CZ - # Separate values containing 2 - values_with_2 = [value for value in clifford if "2" in value] - values_with_2 = ",".join(values_with_2) - # Check if CZ - value_with_CZ = [value for value in clifford if "CZ" in value] - value_with_CZ = len(value_with_CZ) == 1 +def clifford2gates(clifford): + gate_list = clifford.split(",") - values_with_1 = values_with_1.replace("1", "") - values_with_2 = values_with_2.replace("2", "") + clifford_list = find_cliffords(gate_list) + clifford_gate = [] + for clifford in clifford_list: + values_with_1, values_with_2, value_with_CZ = separator(clifford) clifford_gate.append(SINGLE_QUBIT_CLIFFORDS_NAMES[values_with_1](0)) clifford_gate.append(SINGLE_QUBIT_CLIFFORDS_NAMES[values_with_2](1)) if value_with_CZ: @@ -303,27 +306,14 @@ def clifford_to_pulses(clifford): pulses = 0 for clifford in clifford_list: - # Separate values containing 1 - values_with_1 = [value for value in clifford if "1" in value] - values_with_1 = ",".join(values_with_1) - - # Separate values containing 2 - values_with_2 = [value for value in clifford if "2" in value] - values_with_2 = ",".join(values_with_2) - - # Check if CZ - value_with_CZ = [value for value in clifford if "CZ" in value] - value_with_CZ = len(value_with_CZ) == 1 - - values_with_1 = values_with_1.replace("1", "") - values_with_2 = values_with_2.replace("2", "") + values_with_1, values_with_2, value_with_CZ = separator(clifford) if SINGLE_QUBIT_CLIFFORDS_NAMES[values_with_1](0).name != "id": - pulses += 2 + pulses += 2 # This assumes a U3 transpiled into 2 pulses if SINGLE_QUBIT_CLIFFORDS_NAMES[values_with_2](1).name != "id": - pulses += 2 + pulses += 2 # This assumes a U3 transpiled into 2 pulses if value_with_CZ: - pulses += 1 + pulses += 1 # This assumes a CZ without parking so 1 pulse return pulses diff --git a/src/qibocal/protocols/randomized_benchmarking/circuit_tools.py b/src/qibocal/protocols/randomized_benchmarking/circuit_tools.py index c9ee60912..e16c30ba9 100644 --- a/src/qibocal/protocols/randomized_benchmarking/circuit_tools.py +++ b/src/qibocal/protocols/randomized_benchmarking/circuit_tools.py @@ -13,6 +13,7 @@ SINGLE_QUBIT_CLIFFORDS_NAMES, find_cliffords, generate_inv_dict_cliffords_file, + separator, ) GLOBAL_PHASES = [ @@ -144,22 +145,7 @@ def add_inverse_2q_layer(circuit: Circuit, two_qubit_cliffords, file_inv): clifford_gate = [] for clifford in clifford_list: - - # Separate values containing 1 - values_with_1 = [value for value in clifford if "1" in value] - values_with_1 = ",".join(values_with_1) - - # Separate values containing 2 - values_with_2 = [value for value in clifford if "2" in value] - values_with_2 = ",".join(values_with_2) - - # Check if CZ - value_with_CZ = [value for value in clifford if "CZ" in value] - value_with_CZ = len(value_with_CZ) == 1 - - values_with_1 = values_with_1.replace("1", "") - values_with_2 = values_with_2.replace("2", "") - + values_with_1, values_with_2, value_with_CZ = separator(clifford) clifford_gate.append(SINGLE_QUBIT_CLIFFORDS_NAMES[values_with_1](0)) clifford_gate.append(SINGLE_QUBIT_CLIFFORDS_NAMES[values_with_2](1)) if value_with_CZ: diff --git a/src/qibocal/protocols/randomized_benchmarking/standard_rb_2q.py b/src/qibocal/protocols/randomized_benchmarking/standard_rb_2q.py index 47613c789..028d1e886 100644 --- a/src/qibocal/protocols/randomized_benchmarking/standard_rb_2q.py +++ b/src/qibocal/protocols/randomized_benchmarking/standard_rb_2q.py @@ -29,10 +29,12 @@ from ..utils import table_dict, table_html from .circuit_tools import add_inverse_2q_layer, add_measurement_layer, layer_2q_circuit from .fitting import exp1B_func, fit_exp1B_func -from .utils import data_uncertainties, number_to_str, random_2q_clifford - -NPULSES_PER_CLIFFORD = 8.6 -# NPULSES_PER_CLIFFORD = calculate_pulses_clifford(two_qubit_cliffords) +from .utils import ( + calculate_pulses_clifford, + data_uncertainties, + number_to_str, + random_2q_clifford, +) class Depthsdict(TypedDict): @@ -61,6 +63,8 @@ class RB2QData(RBData): """Raw data acquired.""" circuits: dict[QubitPairId, list[list[int]]] = field(default_factory=dict) """Clifford gate indexes executed.""" + npulses_per_clifford: float = 8.6 # Assuming U3s and 1 pulse CZ + """Number of pulses for an average clifford.""" def extract_probabilities(self, qubits): """Extract the probabilities given (`qubit`, `qubit`)""" @@ -127,6 +131,13 @@ def layer_gen(self): """ return random_2q_clifford(self.random_index, self.two_qubit_cliffords) + def calculate_average_pulses(self): + """ + Returns: + - Average number of pulses per clifford. + """ + return calculate_pulses_clifford(self.two_qubit_cliffords) + def random_circuits( depth: int, @@ -261,6 +272,7 @@ def _acquisition( ), ) data.circuits = indexes + data.npulses_per_clifford = rb_gen.calculate_average_pulses() return data @@ -301,7 +313,7 @@ def _fit(data: RB2QData) -> StandardRB2QResult: # Compute the fidelities infidelity = (1 - popt[1]) / 2 fidelity[qubit] = 1 - infidelity - pulse_fidelity[qubit] = 1 - infidelity / NPULSES_PER_CLIFFORD + pulse_fidelity[qubit] = 1 - infidelity / data.npulses_per_clifford # conversion from np.array to list/tuple error_bars = error_bars.tolist() @@ -416,7 +428,7 @@ def _plot( number_to_str( fit.pulse_fidelity[qubits], np.array(fit.fit_uncertainties[qubits][1]) - / (2 * NPULSES_PER_CLIFFORD), + / (2 * data.npulses_per_clifford), ), ], ) From dac5eb76e43886850455b07da91959edda9091a4 Mon Sep 17 00:00:00 2001 From: Jacfomg Date: Fri, 10 May 2024 14:47:22 +0400 Subject: [PATCH 22/93] fix: cov --- .../randomized_benchmarking/utils.py | 77 ++++++++++++------- .../randomized_benchmarking/circuit_tools.py | 9 ++- .../randomized_benchmarking/standard_rb_2q.py | 3 +- 3 files changed, 56 insertions(+), 33 deletions(-) diff --git a/src/qibocal/protocols/characterization/randomized_benchmarking/utils.py b/src/qibocal/protocols/characterization/randomized_benchmarking/utils.py index 9a36e49af..c5ee3df6f 100644 --- a/src/qibocal/protocols/characterization/randomized_benchmarking/utils.py +++ b/src/qibocal/protocols/characterization/randomized_benchmarking/utils.py @@ -44,57 +44,67 @@ SINGLE_QUBIT_CLIFFORDS_NAMES = { # Virtual gates "": gates.I, - "minusX,minusY": lambda q: gates.U3(q, 0, np.pi / 2, np.pi / 2), # Z + # Check the Z + "minusX,minusY": lambda q: gates.U3(q, 0, np.pi / 2, np.pi / 2), # Z, gp:exp(iπ) "sqrtX,sqrtMinusY,sqrtMinusX": lambda q: gates.U3( q, 0, -np.pi / 2, 0 - ), # gates.RZ(q, np.pi / 2), + ), # La U3 esta bien el nombre no ? # gates.RZ(q, np.pi / 2), gp:exp(iπ/4) "sqrtX,sqrtY,sqrtMinusX": lambda q: gates.U3( q, 0, np.pi / 2, 0 - ), # gates.U3(q, 0, -np.pi / 2, 0), - # pi rotations (Check the phase from qiskit) RX(π)=−iX; RY(π)=−iY - "minusX": lambda q: gates.U3(q, np.pi, -np.pi / 2, np.pi), # X, - "minusY": lambda q: gates.U3(q, np.pi, -np.pi / 2, 0), # Y, - # pi/2 rotations (Check the minus) - "sqrtX": lambda q: gates.U3(q, np.pi / 2, -np.pi / 2, np.pi / 2), # Rx(pi/2) - "sqrtMinusX": lambda q: gates.U3(q, -np.pi / 2, -np.pi / 2, np.pi / 2), # Rx(-pi/2) - "sqrtY": lambda q: gates.U3(q, np.pi / 2, 0, 0), # Ry(pi/2) - "sqrtMinusY": lambda q: gates.U3(q, -np.pi / 2, 0, 0), # Ry(-pi/2) - # 2pi/3 rotations - "sqrtX,sqrtY": lambda q: gates.U3(q, np.pi / 2, -np.pi / 2, 0), # Rx(pi/2)Ry(pi/2) + ), # gates.U3(q, 0, -np.pi / 2, 0), # Esta bien gates.RZ(q, -np.pi / 2), gp:exp(iπ/4) + # pi rotations + # 'X': lambda q: gates.U3(q, np.pi, 0, np.pi), # X, + # 'Y': lambda q: gates.U3(q, np.pi, 0, 0), # Y, + # pi rotations (For the minus exp(iπ) global phase) (Check the phase from qiskit) RX(π)=−iX; RY(π)=−iY + "minusX": lambda q: gates.U3(q, np.pi, -np.pi, 0), # X, gp:exp(iπ) + "minusY": lambda q: gates.U3(q, np.pi, 0, 0), # Y, gp:exp(iπ) + # pi/2 rotations (Check the minus) RX(π/2)=−exp(i π/4)SX + "sqrtX": lambda q: gates.U3(q, np.pi / 2, -np.pi / 2, np.pi / 2), # Rx(pi/2) gp: + "sqrtMinusX": lambda q: gates.U3( + q, -np.pi / 2, -np.pi / 2, np.pi / 2 + ), # Rx(-pi/2) gp: + "sqrtY": lambda q: gates.U3(q, np.pi / 2, 0, 0), # Ry(pi/2) gp: + "sqrtMinusY": lambda q: gates.U3(q, -np.pi / 2, 0, 0), # Ry(-pi/2) gp: + # 2pi/3 rotations Check the gp + "sqrtX,sqrtY": lambda q: gates.U3( + q, np.pi / 2, -np.pi / 2, 0 + ), # Rx(pi/2)Ry(pi/2) gp: "sqrtX,sqrtMinusY": lambda q: gates.U3( q, np.pi / 2, -np.pi / 2, np.pi - ), # Rx(pi/2)Ry(-pi/2) + ), # Rx(pi/2)Ry(-pi/2) gp: "sqrtMinusX,sqrtY": lambda q: gates.U3( q, np.pi / 2, np.pi / 2, 0 - ), # Rx(-pi/2)Ry(pi/2) + ), # Rx(-pi/2)Ry(pi/2) gp: "sqrtMinusX,sqrtMinusY": lambda q: gates.U3( q, np.pi / 2, np.pi / 2, -np.pi - ), # Rx(-pi/2)Ry(-pi/2) - "sqrtY,sqrtX": lambda q: gates.U3(q, np.pi / 2, 0, np.pi / 2), # Ry(pi/2)Rx(pi/2) + ), # Rx(-pi/2)Ry(-pi/2) gp: + "sqrtY,sqrtX": lambda q: gates.U3( + q, np.pi / 2, 0, np.pi / 2 + ), # Ry(pi/2)Rx(pi/2) gp: "sqrtY,sqrtMinusX": lambda q: gates.U3( q, np.pi / 2, 0, -np.pi / 2 - ), # Ry(pi/2)Rx(-pi/2) + ), # Ry(pi/2)Rx(-pi/2) gp: "sqrtMinusY,sqrtX": lambda q: gates.U3( q, np.pi / 2, -np.pi, np.pi / 2 - ), # Ry(-pi/2)Rx(pi/2) + ), # Ry(-pi/2)Rx(pi/2) gp: "sqrtMinusY,sqrtMinusX": lambda q: gates.U3( q, np.pi / 2, np.pi, -np.pi / 2 - ), # Ry(-pi/2)Rx(-pi/2) - # Hadamard-like - "minusX,sqrtY": lambda q: gates.U3(q, np.pi / 2, -np.pi, 0), # X Ry(pi/2) - "minusX,sqrtMinusY": lambda q: gates.U3(q, np.pi / 2, 0, np.pi), # X Ry(-pi/2) + ), # Ry(-pi/2)Rx(-pi/2) gp: + # Hadamard-like Check the gp + "minusX,sqrtY": lambda q: gates.U3(q, np.pi / 2, -np.pi, 0), # X Ry(pi/2) gp: + "minusX,sqrtMinusY": lambda q: gates.U3(q, np.pi / 2, 0, np.pi), # X Ry(-pi/2) gp: "minusY,sqrtX": lambda q: gates.U3( q, np.pi / 2, np.pi / 2, np.pi / 2 - ), # Y Rx(pi/2) + ), # Y Rx(pi/2) gp: "minusY,sqrtMinusX": lambda q: gates.U3( q, np.pi / 2, -np.pi / 2, -np.pi / 2 - ), # Y Rx(-pi/2) + ), # Y Rx(-pi/2) gp: "sqrtX,sqrtY,sqrtX": lambda q: gates.U3( q, np.pi, -np.pi / 4, np.pi / 4 - ), # Rx(pi/2)Ry(pi/2)Rx(pi/2) + ), # Rx(pi/2)Ry(pi/2)Rx(pi/2) gp: "sqrtX,sqrtMinusY,sqrtX": lambda q: gates.U3( q, np.pi, np.pi / 4, -np.pi / 4 - ), # Rx(-pi/2)Ry(pi/2)Rx(-pi/2) + ), # Rx(-pi/2)Ry(pi/2)Rx(-pi/2) gp: } @@ -203,6 +213,13 @@ def clifford_to_matrix(clifford): def generate_inv_dict_cliffords_file(two_qubit_cliffords, output_file): + """ + Generate an inverse dictionary of clifford matrices and save it to a npz file. + + Parameters: + two_qubit_cliffords (dict): A dictionary of two-qubit cliffords. + output_file (str): The path to the output npz file. + """ clifford_matrices = {} for i, clifford in enumerate(two_qubit_cliffords.values()): clifford = two_qubit_cliffords[str(i)] @@ -219,8 +236,10 @@ def generate_inv_dict_cliffords_file(two_qubit_cliffords, output_file): key_str = np.array2string(value, separator=",") clifford_matrices_inv_np[key_str] = key - # npz file to save the data - np.savez(output_file, **clifford_matrices_inv_np) + if output_file is not None: + np.savez(output_file, **clifford_matrices_inv_np) + + return clifford_matrices_inv_np def number_to_str( diff --git a/src/qibocal/protocols/randomized_benchmarking/circuit_tools.py b/src/qibocal/protocols/randomized_benchmarking/circuit_tools.py index e16c30ba9..f0b5a0cb2 100644 --- a/src/qibocal/protocols/randomized_benchmarking/circuit_tools.py +++ b/src/qibocal/protocols/randomized_benchmarking/circuit_tools.py @@ -121,9 +121,12 @@ def add_inverse_2q_layer(circuit: Circuit, two_qubit_cliffords, file_inv): """ path = pathlib.Path(__file__).parent / file_inv - if not path.is_file(): - generate_inv_dict_cliffords_file(two_qubit_cliffords, file_inv) - clifford_matrices_inv = np.load(path) + if file_inv is None and not path.is_file(): + clifford_matrices_inv = generate_inv_dict_cliffords_file( + two_qubit_cliffords, file_inv + ) + else: + clifford_matrices_inv = np.load(path) if circuit.depth > 0: clifford = circuit.unitary() diff --git a/src/qibocal/protocols/randomized_benchmarking/standard_rb_2q.py b/src/qibocal/protocols/randomized_benchmarking/standard_rb_2q.py index 028d1e886..70a56c4ba 100644 --- a/src/qibocal/protocols/randomized_benchmarking/standard_rb_2q.py +++ b/src/qibocal/protocols/randomized_benchmarking/standard_rb_2q.py @@ -36,6 +36,8 @@ random_2q_clifford, ) +# TODO: BOTH measurements in plot and fit ??? + class Depthsdict(TypedDict): """dictionary used to build a list of depths as ``range(start, stop, step)``.""" @@ -263,7 +265,6 @@ def _acquisition( for i, depth in enumerate(params.depths): index = (i * params.niter, (i + 1) * params.niter) for nqubit, qubit_id in enumerate(targets): - data.register_qubit( RBType, (qubit_id[0], qubit_id[1], depth), From 0e18c5d260afba95cada8c3256d9695977d18b07 Mon Sep 17 00:00:00 2001 From: Jacfomg Date: Fri, 10 May 2024 16:01:29 +0400 Subject: [PATCH 23/93] fix: post process survival probability --- .../randomized_benchmarking/standard_rb_2q.py | 13 ++++++++++--- 1 file changed, 10 insertions(+), 3 deletions(-) diff --git a/src/qibocal/protocols/randomized_benchmarking/standard_rb_2q.py b/src/qibocal/protocols/randomized_benchmarking/standard_rb_2q.py index 70a56c4ba..b2fa667eb 100644 --- a/src/qibocal/protocols/randomized_benchmarking/standard_rb_2q.py +++ b/src/qibocal/protocols/randomized_benchmarking/standard_rb_2q.py @@ -36,8 +36,6 @@ random_2q_clifford, ) -# TODO: BOTH measurements in plot and fit ??? - class Depthsdict(TypedDict): """dictionary used to build a list of depths as ``range(start, stop, step)``.""" @@ -258,8 +256,17 @@ def _acquisition( for circuit, qubit_map in zip(circuits, qubit_maps) ] + zero_array = np.array([0, 0]) for circ in executed_circuits: - samples.extend(circ.samples()) + # Post process [0,0] to 0 and [1,0], [0,1], [1,1] to 1 + converted_samples = [] + for sample in circ.samples(): + if np.all(sample == zero_array): + converted_samples.append(np.array(0, dtype=np.int32)) + else: + converted_samples.append(np.array(1, dtype=np.int32)) + samples.extend(converted_samples) + samples = np.reshape(samples, (-1, nqubits, params.nshots)) for i, depth in enumerate(params.depths): From 1e07990a124a81a23c2052e0a6a1a8efc038086d Mon Sep 17 00:00:00 2001 From: Jacfomg Date: Fri, 10 May 2024 17:18:26 +0400 Subject: [PATCH 24/93] feat: helper functions --- .../randomized_benchmarking/utils.py | 15 +++++++++++++++ 1 file changed, 15 insertions(+) diff --git a/src/qibocal/protocols/characterization/randomized_benchmarking/utils.py b/src/qibocal/protocols/characterization/randomized_benchmarking/utils.py index c5ee3df6f..8f5eb262d 100644 --- a/src/qibocal/protocols/characterization/randomized_benchmarking/utils.py +++ b/src/qibocal/protocols/characterization/randomized_benchmarking/utils.py @@ -1,3 +1,5 @@ +import json +import pathlib from numbers import Number from typing import Optional, Union @@ -345,3 +347,16 @@ def calculate_pulses_clifford(two_qubit_cliffords): pulses_per_clifford = pulses / len(two_qubit_cliffords) return pulses_per_clifford + + +def load_inverse_cliffords(file_inv): + path = pathlib.Path(__file__).parent / file_inv + clifford_matrices_inv = np.load(path) + return clifford_matrices_inv + + +def load_cliffords(file): + path = pathlib.Path(__file__).parent / "2qubitCliffs.json" + with open(path) as file: + two_qubit_cliffords = json.load(file) + return two_qubit_cliffords From fe51b38ea8b38c98ddeac687e9412cf71e9cc423 Mon Sep 17 00:00:00 2001 From: Jacfomg Date: Mon, 13 May 2024 11:10:14 +0400 Subject: [PATCH 25/93] feat: load_cliffords --- .../protocols/randomized_benchmarking/standard_rb_2q.py | 7 ++----- 1 file changed, 2 insertions(+), 5 deletions(-) diff --git a/src/qibocal/protocols/randomized_benchmarking/standard_rb_2q.py b/src/qibocal/protocols/randomized_benchmarking/standard_rb_2q.py index b2fa667eb..b45bdfcb6 100644 --- a/src/qibocal/protocols/randomized_benchmarking/standard_rb_2q.py +++ b/src/qibocal/protocols/randomized_benchmarking/standard_rb_2q.py @@ -1,5 +1,3 @@ -import json -import pathlib from collections import defaultdict from dataclasses import dataclass, field from typing import Iterable, Optional, TypedDict, Union @@ -32,6 +30,7 @@ from .utils import ( calculate_pulses_clifford, data_uncertainties, + load_cliffords, number_to_str, random_2q_clifford, ) @@ -108,9 +107,7 @@ def __init__(self, file, seed): if seed is None or isinstance(seed, int) else seed ) - path = pathlib.Path(__file__).parent / "2qubitCliffs.json" - with open(path) as file: - self.two_qubit_cliffords = json.load(file) + self.two_qubit_cliffords = load_cliffords(file) def random_index(self, gate_dict): """ From 561f832fc3eae6411f893f5dcdddf6f36d1cdc3a Mon Sep 17 00:00:00 2001 From: Jacfomg Date: Wed, 22 May 2024 15:32:39 +0400 Subject: [PATCH 26/93] fix: refactor 2qRB --- .../randomized_benchmarking/standard_rb_2q.py | 287 +------------ .../standard_rb_2q_inter.py | 401 ++++++++++++++++++ 2 files changed, 412 insertions(+), 276 deletions(-) create mode 100644 src/qibocal/protocols/randomized_benchmarking/standard_rb_2q_inter.py diff --git a/src/qibocal/protocols/randomized_benchmarking/standard_rb_2q.py b/src/qibocal/protocols/randomized_benchmarking/standard_rb_2q.py index b45bdfcb6..4973872a6 100644 --- a/src/qibocal/protocols/randomized_benchmarking/standard_rb_2q.py +++ b/src/qibocal/protocols/randomized_benchmarking/standard_rb_2q.py @@ -1,47 +1,20 @@ -from collections import defaultdict -from dataclasses import dataclass, field -from typing import Iterable, Optional, TypedDict, Union +from dataclasses import dataclass +from typing import Iterable import numpy as np -import numpy.typing as npt import plotly.graph_objects as go -from qibo.backends import GlobalBackend from qibolab.platform import Platform from qibolab.qubits import QubitPairId -from qibocal.auto.operation import Results, Routine -from qibocal.auto.transpile import ( - dummy_transpiler, - execute_transpiled_circuit, - execute_transpiled_circuits, -) -from qibocal.config import raise_error -from qibocal.protocols.characterization.randomized_benchmarking import noisemodels -from qibocal.protocols.characterization.randomized_benchmarking.standard_rb import ( - RBData, - RBType, +from qibocal.auto.operation import Routine +from qibocal.protocols.randomized_benchmarking.standard_rb import ( StandardRBParameters, StandardRBResult, ) from ..utils import table_dict, table_html -from .circuit_tools import add_inverse_2q_layer, add_measurement_layer, layer_2q_circuit -from .fitting import exp1B_func, fit_exp1B_func -from .utils import ( - calculate_pulses_clifford, - data_uncertainties, - load_cliffords, - number_to_str, - random_2q_clifford, -) - - -class Depthsdict(TypedDict): - """dictionary used to build a list of depths as ``range(start, stop, step)``.""" - - start: int - stop: int - step: int +from .fitting import exp1B_func +from .utils import RB2QData, fit, number_to_str, twoq_rb_acquisition @dataclass @@ -54,124 +27,6 @@ class StandardRB2QParameters(StandardRBParameters): """File with the cliffords to be used in an inverted dict.""" -@dataclass -class RB2QData(RBData): - """The output of the acquisition function.""" - - data: dict[QubitPairId, npt.NDArray[RBType]] = field(default_factory=dict) - """Raw data acquired.""" - circuits: dict[QubitPairId, list[list[int]]] = field(default_factory=dict) - """Clifford gate indexes executed.""" - npulses_per_clifford: float = 8.6 # Assuming U3s and 1 pulse CZ - """Number of pulses for an average clifford.""" - - def extract_probabilities(self, qubits): - """Extract the probabilities given (`qubit`, `qubit`)""" - probs = [] - for depth in self.depths: - data_list = np.array(self.data[qubits[0], qubits[1], depth].tolist()) - data_list = data_list.reshape((-1, self.nshots)) - probs.append(np.count_nonzero(1 - data_list, axis=1) / data_list.shape[1]) - return probs - - -@dataclass -class StandardRB2QResult(Results): - """Standard RB outputs.""" - - fidelity: dict[QubitPairId, float] - """The overall fidelity of this qubit.""" - pulse_fidelity: dict[QubitPairId, float] - """The pulse fidelity of the gates acting on this qubit.""" - fit_parameters: dict[QubitPairId, tuple[float, float, float]] - """Raw fitting parameters.""" - fit_uncertainties: dict[QubitPairId, tuple[float, float, float]] - """Fitting parameters uncertainties.""" - error_bars: dict[QubitPairId, Optional[Union[float, list[float]]]] = None - """Error bars for y.""" - - # FIXME: fix this after https://github.com/qiboteam/qibocal/pull/597 - def __contains__(self, qubits: QubitPairId): - return True - - -class RB2Q_Generator: - """ - This class generates random two qubit cliffords for randomized benchmarking. - """ - - def __init__(self, file, seed): - self.seed = seed - self.local_state = ( - np.random.default_rng(seed) - if seed is None or isinstance(seed, int) - else seed - ) - self.two_qubit_cliffords = load_cliffords(file) - - def random_index(self, gate_dict): - """ - Generates a random index within the range of the given file len. - - Parameters: - - file (Dict): Dict of gates. - - Returns: - - int: Random index. - """ - return self.local_state.integers(0, len(gate_dict.keys()), 1) - - def layer_gen(self): - """ - Returns: - - Gate: Random single-qubit clifford . - """ - return random_2q_clifford(self.random_index, self.two_qubit_cliffords) - - def calculate_average_pulses(self): - """ - Returns: - - Average number of pulses per clifford. - """ - return calculate_pulses_clifford(self.two_qubit_cliffords) - - -def random_circuits( - depth: int, - targets: list[QubitPairId], - niter, - rb_gen, - file_inv, - noise_model=None, -) -> Iterable: - """Returns single-qubit random self-inverting Clifford circuits. - - Args: - params (StandardRBParameters): Parameters of the RB protocol. - targets (list[QubitId]): - list of qubits the circuit is executed on. - nqubits (int, optional): Number of qubits of the resulting circuits. - If ``None``, sets ``len(qubits)``. Defaults to ``None``. - - Returns: - Iterable: The iterator of circuits. - """ - - circuits = [] - indexes = defaultdict(list) - for _ in range(niter): - for target in targets: - circuit, random_index = layer_2q_circuit(rb_gen, depth, target) - add_inverse_2q_layer(circuit, rb_gen.two_qubit_cliffords, file_inv) - add_measurement_layer(circuit) - if noise_model is not None: - circuit = noise_model.apply(circuit) - circuits.append(circuit) - indexes[target].append(random_index) - - return circuits, indexes - - def _acquisition( params: StandardRB2QParameters, platform: Platform, @@ -192,97 +47,10 @@ def _acquisition( RBData: The depths, samples and ground state probability of each experiment in the scan. """ - backend = GlobalBackend() - # For simulations, a noise model can be added. - noise_model = None - if params.noise_model is not None: - if backend.name == "qibolab": - raise_error( - ValueError, - "Backend qibolab (%s) does not perform noise models simulation. ", - ) + return twoq_rb_acquisition(params, targets) - noise_model = getattr(noisemodels, params.noise_model)(params.noise_params) - params.noise_params = noise_model.params.tolist() - # 1. Set up the scan (here an iterator of circuits of random clifford gates with an inverse). - nqubits = len(targets) - data = RB2QData( - depths=params.depths, - uncertainties=params.uncertainties, - seed=params.seed, - nshots=params.nshots, - niter=params.niter, - ) - - circuits = [] - indexes = {} - samples = [] - qubits_ids = targets - rb_gen = RB2Q_Generator(params.file, params.seed) - for depth in params.depths: - # TODO: This does not generate multi qubit circuits - circuits_depth, random_indexes = random_circuits( - depth, qubits_ids, params.niter, rb_gen, params.file_inv, noise_model - ) - circuits.extend(circuits_depth) - for qubit in random_indexes.keys(): - indexes[(qubit[0], qubit[1], depth)] = random_indexes[qubit] - - backend = GlobalBackend() - transpiler = dummy_transpiler(backend) - qubit_maps = [list(i) for i in targets] * (len(params.depths) * params.niter) - # Execute the circuits - if params.unrolling: - _, executed_circuits = execute_transpiled_circuits( - circuits, - qubit_maps=qubit_maps, - backend=backend, - nshots=params.nshots, - transpiler=transpiler, - ) - else: - executed_circuits = [ - execute_transpiled_circuit( - circuit, - qubit_map=qubit_map, - backend=backend, - nshots=params.nshots, - transpiler=transpiler, - )[1] - for circuit, qubit_map in zip(circuits, qubit_maps) - ] - - zero_array = np.array([0, 0]) - for circ in executed_circuits: - # Post process [0,0] to 0 and [1,0], [0,1], [1,1] to 1 - converted_samples = [] - for sample in circ.samples(): - if np.all(sample == zero_array): - converted_samples.append(np.array(0, dtype=np.int32)) - else: - converted_samples.append(np.array(1, dtype=np.int32)) - samples.extend(converted_samples) - - samples = np.reshape(samples, (-1, nqubits, params.nshots)) - - for i, depth in enumerate(params.depths): - index = (i * params.niter, (i + 1) * params.niter) - for nqubit, qubit_id in enumerate(targets): - data.register_qubit( - RBType, - (qubit_id[0], qubit_id[1], depth), - dict( - samples=samples[index[0] : index[1]][:, nqubit], - ), - ) - data.circuits = indexes - data.npulses_per_clifford = rb_gen.calculate_average_pulses() - - return data - - -def _fit(data: RB2QData) -> StandardRB2QResult: +def _fit(data: RB2QData) -> StandardRBResult: """Takes a data frame, extracts the depths and the signal and fits it with an exponential function y = Ap^x+B. @@ -293,53 +61,20 @@ def _fit(data: RB2QData) -> StandardRB2QResult: StandardRBResult: Aggregated and processed data. """ qubits = data.pairs - fidelity, pulse_fidelity = {}, {} - popts, perrs = {}, {} - error_barss = {} - for qubit in qubits: - # Extract depths and probabilities - x = data.depths - probs = data.extract_probabilities(qubit) - samples_mean = np.mean(probs, axis=1) - # TODO: Should we use the median or the mean? - median = np.median(probs, axis=1) - - error_bars = data_uncertainties( - probs, - method=data.uncertainties, - data_median=median, - ) - - sigma = ( - np.max(error_bars, axis=0) if data.uncertainties is not None else error_bars - ) - - popt, perr = fit_exp1B_func(x, samples_mean, sigma=sigma, bounds=[0, 1]) - # Compute the fidelities - infidelity = (1 - popt[1]) / 2 - fidelity[qubit] = 1 - infidelity - pulse_fidelity[qubit] = 1 - infidelity / data.npulses_per_clifford + results = fit(qubits, data) - # conversion from np.array to list/tuple - error_bars = error_bars.tolist() - error_barss[qubit] = error_bars - perrs[qubit] = perr - popts[qubit] = popt - - return StandardRBResult(fidelity, pulse_fidelity, popts, perrs, error_barss) + return results def _plot( - data: RB2QData, fit: StandardRB2QResult, target: QubitPairId + data: RB2QData, fit: StandardRBResult, target: QubitPairId ) -> tuple[list[go.Figure], str]: """Builds the table for the qq pipe, calls the plot function of the result object and returns the figure es list. - Args: data (RBData): Data object used for the table. fit (StandardRBResult): Is called for the plot. target (_type_): Not used yet. - Returns: tuple[list[go.Figure], str]: """ diff --git a/src/qibocal/protocols/randomized_benchmarking/standard_rb_2q_inter.py b/src/qibocal/protocols/randomized_benchmarking/standard_rb_2q_inter.py new file mode 100644 index 000000000..f6ffbb336 --- /dev/null +++ b/src/qibocal/protocols/randomized_benchmarking/standard_rb_2q_inter.py @@ -0,0 +1,401 @@ +from collections import defaultdict +from dataclasses import dataclass +from typing import Iterable + +import numpy as np +import plotly.graph_objects as go +from qibo.backends import GlobalBackend +from qibolab.platform import Platform +from qibolab.qubits import QubitPairId + +from qibocal.auto.operation import Routine +from qibocal.auto.transpile import ( + dummy_transpiler, + execute_transpiled_circuit, + execute_transpiled_circuits, +) +from qibocal.config import raise_error +from qibocal.protocols.randomized_benchmarking import noisemodels +from qibocal.protocols.randomized_benchmarking.standard_rb import StandardRBParameters +from qibocal.protocols.randomized_benchmarking.standard_rb_2q import ( + RB2Q_Generator, + RB2QData, + StandardRB2QResult, +) + +from ..utils import table_dict, table_html +from .fitting import exp1B_func, fit_exp1B_func +from .utils import ( + RBType, + add_inverse_2q_layer, + add_measurement_layer, + data_uncertainties, + layer_2q_interleaved_circuit, + number_to_str, +) + + +@dataclass +class RB2QInterData(RB2QData): + """The output of the acquisition function.""" + + fidelity: dict[QubitPairId, list] = None + """Number of pulses for an average clifford.""" + + +@dataclass +class StandardRB2QParameters(StandardRBParameters): + """Parameters for the standard 2q randomized benchmarking protocol.""" + + interleaved: str = "CZ" + """Gate to interleave""" + file: str = "2qubitCliffs.json" + """File with the cliffords to be used.""" + file_inv: str = "2qubitCliffsInv.npz" + """File with the cliffords to be used in an inverted dict.""" + + +@dataclass +class StandardRB2QInterResult(StandardRB2QResult): + """Standard RB outputs.""" + + fidelity_cz: dict[QubitPairId, list] = None + """The overall fidelity for the CZ gate and its uncertainty.""" + + +def random_circuits( + depth: int, + targets: list[QubitPairId], + niter, + rb_gen, + file_inv, + noise_model=None, + interleaved=None, +) -> Iterable: + """Returns single-qubit random self-inverting Clifford circuits. + + Args: + params (StandardRBParameters): Parameters of the RB protocol. + targets (list[QubitId]): + list of qubits the circuit is executed on. + nqubits (int, optional): Number of qubits of the resulting circuits. + If ``None``, sets ``len(qubits)``. Defaults to ``None``. + + Returns: + Iterable: The iterator of circuits. + """ + + circuits = [] + indexes = defaultdict(list) + for _ in range(niter): + for target in targets: + circuit, random_index = layer_2q_interleaved_circuit( + rb_gen, depth, target, interleaved + ) + add_inverse_2q_layer(circuit, rb_gen.two_qubit_cliffords, file_inv) + add_measurement_layer(circuit) + if noise_model is not None: + circuit = noise_model.apply(circuit) + circuits.append(circuit) + indexes[target].append(random_index) + + return circuits, indexes + + +def _acquisition( + params: StandardRB2QParameters, + platform: Platform, + targets: list[QubitPairId], +) -> RB2QInterData: + """The data acquisition stage of Standard Randomized Benchmarking. + + 1. Set up the scan + 2. Execute the scan + 3. Post process the data and initialize a standard rb data object with it. + + Args: + params (StandardRBParameters): All parameters in one object. + platform (Platform): Platform the experiment is executed on. + qubits (dict[int, Union[str, int]] or list[Union[str, int]]): list of qubits the experiment is executed on. + + Returns: + RBData: The depths, samples and ground state probability of each experiment in the scan. + """ + + backend = GlobalBackend() + # For simulations, a noise model can be added. + noise_model = None + if params.noise_model is not None: + if backend.name == "qibolab": + raise_error( + ValueError, + "Backend qibolab (%s) does not perform noise models simulation. ", + ) + + noise_model = getattr(noisemodels, params.noise_model)(params.noise_params) + params.noise_params = noise_model.params.tolist() + # 1. Set up the scan (here an iterator of circuits of random clifford gates with an inverse). + nqubits = len(targets) + data = RB2QInterData( + depths=params.depths, + uncertainties=params.uncertainties, + seed=params.seed, + nshots=params.nshots, + niter=params.niter, + ) + + circuits = [] + indexes = {} + samples = [] + qubits_ids = targets + rb_gen = RB2Q_Generator(params.file, params.seed) + for depth in params.depths: + # TODO: This does not generate multi qubit circuits + circuits_depth, random_indexes = random_circuits( + depth, + qubits_ids, + params.niter, + rb_gen, + params.file_inv, + noise_model, + interleaved=params.interleaved, + ) + circuits.extend(circuits_depth) + for qubit in random_indexes.keys(): + indexes[(qubit[0], qubit[1], depth)] = random_indexes[qubit] + + backend = GlobalBackend() + transpiler = dummy_transpiler(backend) + qubit_maps = [list(i) for i in targets] * (len(params.depths) * params.niter) + + # Execute the circuits + if params.unrolling: + _, executed_circuits = execute_transpiled_circuits( + circuits, + qubit_maps=qubit_maps, + backend=backend, + nshots=params.nshots, + transpiler=transpiler, + ) + else: + executed_circuits = [ + execute_transpiled_circuit( + circuit, + qubit_map=qubit_map, + backend=backend, + nshots=params.nshots, + transpiler=transpiler, + )[1] + for circuit, qubit_map in zip(circuits, qubit_maps) + ] + + zero_array = np.array([0, 0]) + for circ in executed_circuits: + # Post process [0,0] to 0 and [1,0], [0,1], [1,1] to 1 + converted_samples = [] + for sample in circ.samples(): + if np.all(sample == zero_array): + converted_samples.append(np.array(0, dtype=np.int32)) + else: + converted_samples.append(np.array(1, dtype=np.int32)) + samples.extend(converted_samples) + + samples = np.reshape(samples, (-1, nqubits, params.nshots)) + + for i, depth in enumerate(params.depths): + index = (i * params.niter, (i + 1) * params.niter) + for nqubit, qubit_id in enumerate(targets): + data.register_qubit( + RBType, + (qubit_id[0], qubit_id[1], depth), + dict( + samples=samples[index[0] : index[1]][:, nqubit], + ), + ) + data.circuits = indexes + data.npulses_per_clifford = rb_gen.calculate_average_pulses() + + fidelity = {} + for target in targets: + fidelity[target] = platform.pairs[target].gate_fidelity + data.fidelity = fidelity + + return data + + +def _fit(data: RB2QInterData) -> StandardRB2QInterResult: + """Takes a data frame, extracts the depths and the signal and fits it with an + exponential function y = Ap^x+B. + + Args: + data (RBData): Data from the data acquisition stage. + + Returns: + StandardRBResult: Aggregated and processed data. + """ + qubits = data.pairs + + fidelity, fidelity_cz, pulse_fidelity = {}, {}, {} + popts, perrs = {}, {} + error_barss = {} + for qubit in qubits: + # Extract depths and probabilities + x = data.depths + probs = data.extract_probabilities(qubit) + samples_mean = np.mean(probs, axis=1) + # TODO: Should we use the median or the mean? + median = np.median(probs, axis=1) + + error_bars = data_uncertainties( + probs, + method=data.uncertainties, + data_median=median, + ) + + sigma = ( + np.max(error_bars, axis=0) if data.uncertainties is not None else error_bars + ) + + popt, perr = fit_exp1B_func(x, samples_mean, sigma=sigma, bounds=[0, 1]) + # Compute the fidelities + infidelity = (1 - popt[1]) / 2 + fidelity[qubit] = 1 - infidelity + + fid_cz = fidelity[qubit] / data.fidelity[qubit][0] + uncertainty_cz = data.fidelity[qubit][1] + + fidelity_cz[qubit] = [fid_cz, uncertainty_cz] + + pulse_fidelity[qubit] = 1 - infidelity / data.npulses_per_clifford + + # conversion from np.array to list/tuple + error_bars = error_bars.tolist() + error_barss[qubit] = error_bars + perrs[qubit] = perr + popts[qubit] = popt + + return StandardRB2QInterResult( + fidelity, pulse_fidelity, popts, perrs, error_barss, fidelity_cz + ) + + +def _plot( + data: RB2QData, fit: StandardRB2QInterResult, target: QubitPairId +) -> tuple[list[go.Figure], str]: + """Builds the table for the qq pipe, calls the plot function of the result object + and returns the figure es list. + + Args: + data (RBData): Data object used for the table. + fit (StandardRBResult): Is called for the plot. + target (_type_): Not used yet. + + Returns: + tuple[list[go.Figure], str]: + """ + + qubits = target + fig = go.Figure() + fitting_report = "" + x = data.depths + raw_data = data.extract_probabilities(qubits) + y = np.mean(raw_data, axis=1) + raw_depths = [[depth] * data.niter for depth in data.depths] + + fig.add_trace( + go.Scatter( + x=np.hstack(raw_depths), + y=np.hstack(raw_data), + line=dict(color="#6597aa"), + mode="markers", + marker={"opacity": 0.2, "symbol": "square"}, + name="iterations", + ) + ) + + fig.add_trace( + go.Scatter( + x=x, + y=y, + line=dict(color="#aa6464"), + mode="markers", + name="average", + ) + ) + # Create a dictionary for the error bars + error_y_dict = None + if fit is not None: + popt, perr = fit.fit_parameters[qubits], fit.fit_uncertainties[qubits] + label = "Fit: y=Ap^x
    A: {}
    p: {}
    B: {}".format( + number_to_str(popt[0], perr[0]), + number_to_str(popt[1], perr[1]), + number_to_str(popt[2], perr[2]), + ) + x_fit = np.linspace(min(x), max(x), len(x) * 20) + y_fit = exp1B_func(x_fit, *popt) + fig.add_trace( + go.Scatter( + x=x_fit, + y=y_fit, + name=label, + line=go.scatter.Line(dash="dot", color="#00cc96"), + ) + ) + if fit.error_bars is not None: + error_bars = fit.error_bars[qubits] + # Constant error bars + if isinstance(error_bars, Iterable) is False: + error_y_dict = {"type": "constant", "value": error_bars} + # Symmetric error bars + elif isinstance(error_bars[0], Iterable) is False: + error_y_dict = {"type": "data", "array": error_bars} + # Asymmetric error bars + else: + error_y_dict = { + "type": "data", + "symmetric": False, + "array": error_bars[1], + "arrayminus": error_bars[0], + } + fig.add_trace( + go.Scatter( + x=x, + y=y, + error_y=error_y_dict, + line={"color": "#aa6464"}, + mode="markers", + name="error bars", + ) + ) + if fit is not None: + fitting_report = table_html( + table_dict( + str(qubits), + ["niter", "nshots", "uncertainties", "fidelity", "pulse_fidelity"], + [ + data.niter, + data.nshots, + data.uncertainties, + number_to_str( + fit.fidelity[qubits], + np.array(fit.fit_uncertainties[qubits][1]) / 2, + ), + number_to_str( + fit.pulse_fidelity[qubits], + np.array(fit.fit_uncertainties[qubits][1]) + / (2 * data.npulses_per_clifford), + ), + ], + ) + ) + + fig.update_layout( + showlegend=True, + xaxis_title="Circuit depth", + yaxis_title="Survival Probability", + ) + + return [fig], fitting_report + + +standard_rb_2q_inter = Routine(_acquisition, _fit, _plot) From e2ba218f673272814aac63e89a7141ff06b22489 Mon Sep 17 00:00:00 2001 From: Jacfomg Date: Wed, 22 May 2024 15:33:31 +0400 Subject: [PATCH 27/93] fix: this shouldn't be here yet --- .../standard_rb_2q_inter.py | 401 ------------------ 1 file changed, 401 deletions(-) delete mode 100644 src/qibocal/protocols/randomized_benchmarking/standard_rb_2q_inter.py diff --git a/src/qibocal/protocols/randomized_benchmarking/standard_rb_2q_inter.py b/src/qibocal/protocols/randomized_benchmarking/standard_rb_2q_inter.py deleted file mode 100644 index f6ffbb336..000000000 --- a/src/qibocal/protocols/randomized_benchmarking/standard_rb_2q_inter.py +++ /dev/null @@ -1,401 +0,0 @@ -from collections import defaultdict -from dataclasses import dataclass -from typing import Iterable - -import numpy as np -import plotly.graph_objects as go -from qibo.backends import GlobalBackend -from qibolab.platform import Platform -from qibolab.qubits import QubitPairId - -from qibocal.auto.operation import Routine -from qibocal.auto.transpile import ( - dummy_transpiler, - execute_transpiled_circuit, - execute_transpiled_circuits, -) -from qibocal.config import raise_error -from qibocal.protocols.randomized_benchmarking import noisemodels -from qibocal.protocols.randomized_benchmarking.standard_rb import StandardRBParameters -from qibocal.protocols.randomized_benchmarking.standard_rb_2q import ( - RB2Q_Generator, - RB2QData, - StandardRB2QResult, -) - -from ..utils import table_dict, table_html -from .fitting import exp1B_func, fit_exp1B_func -from .utils import ( - RBType, - add_inverse_2q_layer, - add_measurement_layer, - data_uncertainties, - layer_2q_interleaved_circuit, - number_to_str, -) - - -@dataclass -class RB2QInterData(RB2QData): - """The output of the acquisition function.""" - - fidelity: dict[QubitPairId, list] = None - """Number of pulses for an average clifford.""" - - -@dataclass -class StandardRB2QParameters(StandardRBParameters): - """Parameters for the standard 2q randomized benchmarking protocol.""" - - interleaved: str = "CZ" - """Gate to interleave""" - file: str = "2qubitCliffs.json" - """File with the cliffords to be used.""" - file_inv: str = "2qubitCliffsInv.npz" - """File with the cliffords to be used in an inverted dict.""" - - -@dataclass -class StandardRB2QInterResult(StandardRB2QResult): - """Standard RB outputs.""" - - fidelity_cz: dict[QubitPairId, list] = None - """The overall fidelity for the CZ gate and its uncertainty.""" - - -def random_circuits( - depth: int, - targets: list[QubitPairId], - niter, - rb_gen, - file_inv, - noise_model=None, - interleaved=None, -) -> Iterable: - """Returns single-qubit random self-inverting Clifford circuits. - - Args: - params (StandardRBParameters): Parameters of the RB protocol. - targets (list[QubitId]): - list of qubits the circuit is executed on. - nqubits (int, optional): Number of qubits of the resulting circuits. - If ``None``, sets ``len(qubits)``. Defaults to ``None``. - - Returns: - Iterable: The iterator of circuits. - """ - - circuits = [] - indexes = defaultdict(list) - for _ in range(niter): - for target in targets: - circuit, random_index = layer_2q_interleaved_circuit( - rb_gen, depth, target, interleaved - ) - add_inverse_2q_layer(circuit, rb_gen.two_qubit_cliffords, file_inv) - add_measurement_layer(circuit) - if noise_model is not None: - circuit = noise_model.apply(circuit) - circuits.append(circuit) - indexes[target].append(random_index) - - return circuits, indexes - - -def _acquisition( - params: StandardRB2QParameters, - platform: Platform, - targets: list[QubitPairId], -) -> RB2QInterData: - """The data acquisition stage of Standard Randomized Benchmarking. - - 1. Set up the scan - 2. Execute the scan - 3. Post process the data and initialize a standard rb data object with it. - - Args: - params (StandardRBParameters): All parameters in one object. - platform (Platform): Platform the experiment is executed on. - qubits (dict[int, Union[str, int]] or list[Union[str, int]]): list of qubits the experiment is executed on. - - Returns: - RBData: The depths, samples and ground state probability of each experiment in the scan. - """ - - backend = GlobalBackend() - # For simulations, a noise model can be added. - noise_model = None - if params.noise_model is not None: - if backend.name == "qibolab": - raise_error( - ValueError, - "Backend qibolab (%s) does not perform noise models simulation. ", - ) - - noise_model = getattr(noisemodels, params.noise_model)(params.noise_params) - params.noise_params = noise_model.params.tolist() - # 1. Set up the scan (here an iterator of circuits of random clifford gates with an inverse). - nqubits = len(targets) - data = RB2QInterData( - depths=params.depths, - uncertainties=params.uncertainties, - seed=params.seed, - nshots=params.nshots, - niter=params.niter, - ) - - circuits = [] - indexes = {} - samples = [] - qubits_ids = targets - rb_gen = RB2Q_Generator(params.file, params.seed) - for depth in params.depths: - # TODO: This does not generate multi qubit circuits - circuits_depth, random_indexes = random_circuits( - depth, - qubits_ids, - params.niter, - rb_gen, - params.file_inv, - noise_model, - interleaved=params.interleaved, - ) - circuits.extend(circuits_depth) - for qubit in random_indexes.keys(): - indexes[(qubit[0], qubit[1], depth)] = random_indexes[qubit] - - backend = GlobalBackend() - transpiler = dummy_transpiler(backend) - qubit_maps = [list(i) for i in targets] * (len(params.depths) * params.niter) - - # Execute the circuits - if params.unrolling: - _, executed_circuits = execute_transpiled_circuits( - circuits, - qubit_maps=qubit_maps, - backend=backend, - nshots=params.nshots, - transpiler=transpiler, - ) - else: - executed_circuits = [ - execute_transpiled_circuit( - circuit, - qubit_map=qubit_map, - backend=backend, - nshots=params.nshots, - transpiler=transpiler, - )[1] - for circuit, qubit_map in zip(circuits, qubit_maps) - ] - - zero_array = np.array([0, 0]) - for circ in executed_circuits: - # Post process [0,0] to 0 and [1,0], [0,1], [1,1] to 1 - converted_samples = [] - for sample in circ.samples(): - if np.all(sample == zero_array): - converted_samples.append(np.array(0, dtype=np.int32)) - else: - converted_samples.append(np.array(1, dtype=np.int32)) - samples.extend(converted_samples) - - samples = np.reshape(samples, (-1, nqubits, params.nshots)) - - for i, depth in enumerate(params.depths): - index = (i * params.niter, (i + 1) * params.niter) - for nqubit, qubit_id in enumerate(targets): - data.register_qubit( - RBType, - (qubit_id[0], qubit_id[1], depth), - dict( - samples=samples[index[0] : index[1]][:, nqubit], - ), - ) - data.circuits = indexes - data.npulses_per_clifford = rb_gen.calculate_average_pulses() - - fidelity = {} - for target in targets: - fidelity[target] = platform.pairs[target].gate_fidelity - data.fidelity = fidelity - - return data - - -def _fit(data: RB2QInterData) -> StandardRB2QInterResult: - """Takes a data frame, extracts the depths and the signal and fits it with an - exponential function y = Ap^x+B. - - Args: - data (RBData): Data from the data acquisition stage. - - Returns: - StandardRBResult: Aggregated and processed data. - """ - qubits = data.pairs - - fidelity, fidelity_cz, pulse_fidelity = {}, {}, {} - popts, perrs = {}, {} - error_barss = {} - for qubit in qubits: - # Extract depths and probabilities - x = data.depths - probs = data.extract_probabilities(qubit) - samples_mean = np.mean(probs, axis=1) - # TODO: Should we use the median or the mean? - median = np.median(probs, axis=1) - - error_bars = data_uncertainties( - probs, - method=data.uncertainties, - data_median=median, - ) - - sigma = ( - np.max(error_bars, axis=0) if data.uncertainties is not None else error_bars - ) - - popt, perr = fit_exp1B_func(x, samples_mean, sigma=sigma, bounds=[0, 1]) - # Compute the fidelities - infidelity = (1 - popt[1]) / 2 - fidelity[qubit] = 1 - infidelity - - fid_cz = fidelity[qubit] / data.fidelity[qubit][0] - uncertainty_cz = data.fidelity[qubit][1] - - fidelity_cz[qubit] = [fid_cz, uncertainty_cz] - - pulse_fidelity[qubit] = 1 - infidelity / data.npulses_per_clifford - - # conversion from np.array to list/tuple - error_bars = error_bars.tolist() - error_barss[qubit] = error_bars - perrs[qubit] = perr - popts[qubit] = popt - - return StandardRB2QInterResult( - fidelity, pulse_fidelity, popts, perrs, error_barss, fidelity_cz - ) - - -def _plot( - data: RB2QData, fit: StandardRB2QInterResult, target: QubitPairId -) -> tuple[list[go.Figure], str]: - """Builds the table for the qq pipe, calls the plot function of the result object - and returns the figure es list. - - Args: - data (RBData): Data object used for the table. - fit (StandardRBResult): Is called for the plot. - target (_type_): Not used yet. - - Returns: - tuple[list[go.Figure], str]: - """ - - qubits = target - fig = go.Figure() - fitting_report = "" - x = data.depths - raw_data = data.extract_probabilities(qubits) - y = np.mean(raw_data, axis=1) - raw_depths = [[depth] * data.niter for depth in data.depths] - - fig.add_trace( - go.Scatter( - x=np.hstack(raw_depths), - y=np.hstack(raw_data), - line=dict(color="#6597aa"), - mode="markers", - marker={"opacity": 0.2, "symbol": "square"}, - name="iterations", - ) - ) - - fig.add_trace( - go.Scatter( - x=x, - y=y, - line=dict(color="#aa6464"), - mode="markers", - name="average", - ) - ) - # Create a dictionary for the error bars - error_y_dict = None - if fit is not None: - popt, perr = fit.fit_parameters[qubits], fit.fit_uncertainties[qubits] - label = "Fit: y=Ap^x
    A: {}
    p: {}
    B: {}".format( - number_to_str(popt[0], perr[0]), - number_to_str(popt[1], perr[1]), - number_to_str(popt[2], perr[2]), - ) - x_fit = np.linspace(min(x), max(x), len(x) * 20) - y_fit = exp1B_func(x_fit, *popt) - fig.add_trace( - go.Scatter( - x=x_fit, - y=y_fit, - name=label, - line=go.scatter.Line(dash="dot", color="#00cc96"), - ) - ) - if fit.error_bars is not None: - error_bars = fit.error_bars[qubits] - # Constant error bars - if isinstance(error_bars, Iterable) is False: - error_y_dict = {"type": "constant", "value": error_bars} - # Symmetric error bars - elif isinstance(error_bars[0], Iterable) is False: - error_y_dict = {"type": "data", "array": error_bars} - # Asymmetric error bars - else: - error_y_dict = { - "type": "data", - "symmetric": False, - "array": error_bars[1], - "arrayminus": error_bars[0], - } - fig.add_trace( - go.Scatter( - x=x, - y=y, - error_y=error_y_dict, - line={"color": "#aa6464"}, - mode="markers", - name="error bars", - ) - ) - if fit is not None: - fitting_report = table_html( - table_dict( - str(qubits), - ["niter", "nshots", "uncertainties", "fidelity", "pulse_fidelity"], - [ - data.niter, - data.nshots, - data.uncertainties, - number_to_str( - fit.fidelity[qubits], - np.array(fit.fit_uncertainties[qubits][1]) / 2, - ), - number_to_str( - fit.pulse_fidelity[qubits], - np.array(fit.fit_uncertainties[qubits][1]) - / (2 * data.npulses_per_clifford), - ), - ], - ) - ) - - fig.update_layout( - showlegend=True, - xaxis_title="Circuit depth", - yaxis_title="Survival Probability", - ) - - return [fig], fitting_report - - -standard_rb_2q_inter = Routine(_acquisition, _fit, _plot) From 03a5356485cd2e3e15ae15467d090646012feb6e Mon Sep 17 00:00:00 2001 From: Jacfomg Date: Wed, 22 May 2024 16:00:28 +0400 Subject: [PATCH 28/93] fix: reduce code duplication --- .../randomized_benchmarking/standard_rb_2q.py | 126 +----------------- 1 file changed, 2 insertions(+), 124 deletions(-) diff --git a/src/qibocal/protocols/randomized_benchmarking/standard_rb_2q.py b/src/qibocal/protocols/randomized_benchmarking/standard_rb_2q.py index 4973872a6..0717d979a 100644 --- a/src/qibocal/protocols/randomized_benchmarking/standard_rb_2q.py +++ b/src/qibocal/protocols/randomized_benchmarking/standard_rb_2q.py @@ -1,20 +1,15 @@ from dataclasses import dataclass -from typing import Iterable -import numpy as np -import plotly.graph_objects as go from qibolab.platform import Platform from qibolab.qubits import QubitPairId from qibocal.auto.operation import Routine from qibocal.protocols.randomized_benchmarking.standard_rb import ( StandardRBParameters, - StandardRBResult, + _plot, ) -from ..utils import table_dict, table_html -from .fitting import exp1B_func -from .utils import RB2QData, fit, number_to_str, twoq_rb_acquisition +from .utils import RB2QData, StandardRBResult, fit, twoq_rb_acquisition @dataclass @@ -66,121 +61,4 @@ def _fit(data: RB2QData) -> StandardRBResult: return results -def _plot( - data: RB2QData, fit: StandardRBResult, target: QubitPairId -) -> tuple[list[go.Figure], str]: - """Builds the table for the qq pipe, calls the plot function of the result object - and returns the figure es list. - Args: - data (RBData): Data object used for the table. - fit (StandardRBResult): Is called for the plot. - target (_type_): Not used yet. - Returns: - tuple[list[go.Figure], str]: - """ - - qubits = target - fig = go.Figure() - fitting_report = "" - x = data.depths - raw_data = data.extract_probabilities(qubits) - y = np.mean(raw_data, axis=1) - raw_depths = [[depth] * data.niter for depth in data.depths] - - fig.add_trace( - go.Scatter( - x=np.hstack(raw_depths), - y=np.hstack(raw_data), - line=dict(color="#6597aa"), - mode="markers", - marker={"opacity": 0.2, "symbol": "square"}, - name="iterations", - ) - ) - - fig.add_trace( - go.Scatter( - x=x, - y=y, - line=dict(color="#aa6464"), - mode="markers", - name="average", - ) - ) - # Create a dictionary for the error bars - error_y_dict = None - if fit is not None: - popt, perr = fit.fit_parameters[qubits], fit.fit_uncertainties[qubits] - label = "Fit: y=Ap^x
    A: {}
    p: {}
    B: {}".format( - number_to_str(popt[0], perr[0]), - number_to_str(popt[1], perr[1]), - number_to_str(popt[2], perr[2]), - ) - x_fit = np.linspace(min(x), max(x), len(x) * 20) - y_fit = exp1B_func(x_fit, *popt) - fig.add_trace( - go.Scatter( - x=x_fit, - y=y_fit, - name=label, - line=go.scatter.Line(dash="dot", color="#00cc96"), - ) - ) - if fit.error_bars is not None: - error_bars = fit.error_bars[qubits] - # Constant error bars - if isinstance(error_bars, Iterable) is False: - error_y_dict = {"type": "constant", "value": error_bars} - # Symmetric error bars - elif isinstance(error_bars[0], Iterable) is False: - error_y_dict = {"type": "data", "array": error_bars} - # Asymmetric error bars - else: - error_y_dict = { - "type": "data", - "symmetric": False, - "array": error_bars[1], - "arrayminus": error_bars[0], - } - fig.add_trace( - go.Scatter( - x=x, - y=y, - error_y=error_y_dict, - line={"color": "#aa6464"}, - mode="markers", - name="error bars", - ) - ) - if fit is not None: - fitting_report = table_html( - table_dict( - str(qubits), - ["niter", "nshots", "uncertainties", "fidelity", "pulse_fidelity"], - [ - data.niter, - data.nshots, - data.uncertainties, - number_to_str( - fit.fidelity[qubits], - np.array(fit.fit_uncertainties[qubits][1]) / 2, - ), - number_to_str( - fit.pulse_fidelity[qubits], - np.array(fit.fit_uncertainties[qubits][1]) - / (2 * data.npulses_per_clifford), - ), - ], - ) - ) - - fig.update_layout( - showlegend=True, - xaxis_title="Circuit depth", - yaxis_title="Survival Probability", - ) - - return [fig], fitting_report - - standard_rb_2q = Routine(_acquisition, _fit, _plot) From 62a62de34b8e71cdff0e5e045decbe16da312084 Mon Sep 17 00:00:00 2001 From: Jacfomg Date: Wed, 22 May 2024 16:13:05 +0400 Subject: [PATCH 29/93] style: improve format --- .../randomized_benchmarking/standard_rb_2q.py | 15 +-------------- 1 file changed, 1 insertion(+), 14 deletions(-) diff --git a/src/qibocal/protocols/randomized_benchmarking/standard_rb_2q.py b/src/qibocal/protocols/randomized_benchmarking/standard_rb_2q.py index 0717d979a..763b950df 100644 --- a/src/qibocal/protocols/randomized_benchmarking/standard_rb_2q.py +++ b/src/qibocal/protocols/randomized_benchmarking/standard_rb_2q.py @@ -27,20 +27,7 @@ def _acquisition( platform: Platform, targets: list[QubitPairId], ) -> RB2QData: - """The data acquisition stage of Standard Randomized Benchmarking. - - 1. Set up the scan - 2. Execute the scan - 3. Post process the data and initialize a standard rb data object with it. - - Args: - params (StandardRBParameters): All parameters in one object. - platform (Platform): Platform the experiment is executed on. - qubits (dict[int, Union[str, int]] or list[Union[str, int]]): list of qubits the experiment is executed on. - - Returns: - RBData: The depths, samples and ground state probability of each experiment in the scan. - """ + """Data acquisition for two qubit Standard Randomized Benchmarking.""" return twoq_rb_acquisition(params, targets) From 2110a53fe160d1f680affb065150f5a6e76e00d2 Mon Sep 17 00:00:00 2001 From: Jacfomg Date: Thu, 23 May 2024 19:02:14 +0400 Subject: [PATCH 30/93] docs: add docs --- .../protocols/randomized_benchmarking/standard_rb_2q.py | 9 --------- 1 file changed, 9 deletions(-) diff --git a/src/qibocal/protocols/randomized_benchmarking/standard_rb_2q.py b/src/qibocal/protocols/randomized_benchmarking/standard_rb_2q.py index 763b950df..9762f868f 100644 --- a/src/qibocal/protocols/randomized_benchmarking/standard_rb_2q.py +++ b/src/qibocal/protocols/randomized_benchmarking/standard_rb_2q.py @@ -33,15 +33,6 @@ def _acquisition( def _fit(data: RB2QData) -> StandardRBResult: - """Takes a data frame, extracts the depths and the signal and fits it with an - exponential function y = Ap^x+B. - - Args: - data (RBData): Data from the data acquisition stage. - - Returns: - StandardRBResult: Aggregated and processed data. - """ qubits = data.pairs results = fit(qubits, data) From 4b6950613cf5c90db09bce978cc227c66e24133f Mon Sep 17 00:00:00 2001 From: Jacfomg Date: Mon, 27 May 2024 17:58:21 +0400 Subject: [PATCH 31/93] refactor: simplify dict_utils --- .../randomized_benchmarking/dict_utils.py | 235 ++++++++++++++++++ 1 file changed, 235 insertions(+) create mode 100644 src/qibocal/protocols/randomized_benchmarking/dict_utils.py diff --git a/src/qibocal/protocols/randomized_benchmarking/dict_utils.py b/src/qibocal/protocols/randomized_benchmarking/dict_utils.py new file mode 100644 index 000000000..5b9ae913c --- /dev/null +++ b/src/qibocal/protocols/randomized_benchmarking/dict_utils.py @@ -0,0 +1,235 @@ +import json +import pathlib + +import numpy as np +from qibo import gates +from qibo.models import Circuit + +SINGLE_QUBIT_CLIFFORDS_NAMES = { + # Virtual gates + "": gates.I, + "minusX,minusY": lambda q: gates.U3(q, 0, np.pi / 2, np.pi / 2), # Z + "sqrtX,sqrtMinusY,sqrtMinusX": lambda q: gates.U3( + q, 0, -np.pi / 2, 0 + ), # gates.RZ(q, np.pi / 2) + "sqrtX,sqrtY,sqrtMinusX": lambda q: gates.U3( + q, 0, np.pi / 2, 0 + ), # gates.RZ(q, -np.pi / 2) + # pi rotations + "minusX": lambda q: gates.U3(q, np.pi, -np.pi, 0), # X + "minusY": lambda q: gates.U3(q, np.pi, 0, 0), # Y + # pi/2 rotations + "sqrtX": lambda q: gates.U3(q, np.pi / 2, -np.pi / 2, np.pi / 2), # Rx(pi/2) + "sqrtMinusX": lambda q: gates.U3(q, -np.pi / 2, -np.pi / 2, np.pi / 2), # Rx(-pi/2) + "sqrtY": lambda q: gates.U3(q, np.pi / 2, 0, 0), # Ry(pi/2) + "sqrtMinusY": lambda q: gates.U3(q, -np.pi / 2, 0, 0), # Ry(-pi/2) + # 2pi/3 rotations + "sqrtX,sqrtY": lambda q: gates.U3(q, np.pi / 2, -np.pi / 2, 0), # Rx(pi/2)Ry(pi/2) + "sqrtX,sqrtMinusY": lambda q: gates.U3( + q, np.pi / 2, -np.pi / 2, np.pi + ), # Rx(pi/2)Ry(-pi/2) + "sqrtMinusX,sqrtY": lambda q: gates.U3( + q, np.pi / 2, np.pi / 2, 0 + ), # Rx(-pi/2)Ry(pi/2) + "sqrtMinusX,sqrtMinusY": lambda q: gates.U3( + q, np.pi / 2, np.pi / 2, -np.pi + ), # Rx(-pi/2)Ry(-pi/2) + "sqrtY,sqrtX": lambda q: gates.U3(q, np.pi / 2, 0, np.pi / 2), # Ry(pi/2)Rx(pi/2) + "sqrtY,sqrtMinusX": lambda q: gates.U3( + q, np.pi / 2, 0, -np.pi / 2 + ), # Ry(pi/2)Rx(-pi/2) + "sqrtMinusY,sqrtX": lambda q: gates.U3( + q, np.pi / 2, -np.pi, np.pi / 2 + ), # Ry(-pi/2)Rx(pi/2) + "sqrtMinusY,sqrtMinusX": lambda q: gates.U3( + q, np.pi / 2, np.pi, -np.pi / 2 + ), # Ry(-pi/2)Rx(-pi/2) + # Hadamard-like + "minusX,sqrtY": lambda q: gates.U3(q, np.pi / 2, -np.pi, 0), # X Ry(pi/2) + "minusX,sqrtMinusY": lambda q: gates.U3(q, np.pi / 2, 0, np.pi), # X Ry(-pi/2) + "minusY,sqrtX": lambda q: gates.U3( + q, np.pi / 2, np.pi / 2, np.pi / 2 + ), # Y Rx(pi/2) + "minusY,sqrtMinusX": lambda q: gates.U3( + q, np.pi / 2, -np.pi / 2, -np.pi / 2 + ), # Y Rx(-pi/2) + "sqrtX,sqrtY,sqrtX": lambda q: gates.U3( + q, np.pi, -np.pi / 4, np.pi / 4 + ), # Rx(pi/2)Ry(pi/2)Rx(pi/2) + "sqrtX,sqrtMinusY,sqrtX": lambda q: gates.U3( + q, np.pi, np.pi / 4, -np.pi / 4 + ), # Rx(-pi/2)Ry(pi/2)Rx(-pi/2) +} + + +# TODO: Expand when more entangling gates are calibrated +def find_cliffords(cz_list): + """Splits a clifford (list of gates) into sublists based on the occurrence of the "CZ" gate.""" + clifford_list = [] + clifford = [] + for gate in cz_list: + if gate == "CZ": + clifford.append(gate) + clifford_list.append(clifford) + clifford = [] + continue + clifford.append(gate) + clifford_list.append(clifford) + return clifford_list + + +def separator(clifford): + """ + Separates values in the given clifford sublist based on certain conditions. + + Returns: + tuple: A tuple containing three elements: + - values_with_1 (str): A comma-separated string of values containing '1'. + - values_with_2 (str): A comma-separated string of values containing '2'. + - value_with_CZ (bool): True if 'CZ' is present in the clifford list, False otherwise. + """ + + # Separate values containing 1 + values_with_1 = [value for value in clifford if "1" in value] + values_with_1 = ",".join(values_with_1) + + # Separate values containing 2 + values_with_2 = [value for value in clifford if "2" in value] + values_with_2 = ",".join(values_with_2) + + # Check if CZ + value_with_CZ = [value for value in clifford if "CZ" in value] + value_with_CZ = len(value_with_CZ) == 1 # FIXME: What is this ? + + values_with_1 = values_with_1.replace("1", "") + values_with_2 = values_with_2.replace("2", "") + return values_with_1, values_with_2, value_with_CZ + + +def clifford2gates(clifford): + """ + Converts a Clifford string into a list of gates. + + Args: + clifford (str): A comma-separated string representing a sequence of gates that represent a Clifford gate. + """ + gate_list = clifford.split(",") + + clifford_list = find_cliffords(gate_list) + + clifford_gate = [] + for clifford in clifford_list: + values_with_1, values_with_2, value_with_CZ = separator(clifford) + clifford_gate.append(SINGLE_QUBIT_CLIFFORDS_NAMES[values_with_1](0)) + clifford_gate.append(SINGLE_QUBIT_CLIFFORDS_NAMES[values_with_2](1)) + if value_with_CZ: + clifford_gate.append(gates.CZ(0, 1)) + + return clifford_gate + + +def clifford_to_matrix(clifford): + """ + Converts a Clifford gate as a string to its corresponding unitary matrix representation. + """ + clifford_gate = clifford2gates(clifford) + + qubits_str = ["q0", "q1"] + + new_circuit = Circuit(2, wire_names=qubits_str) + for gate in clifford_gate: + new_circuit.add(gate) + + unitary = new_circuit.unitary() + + return unitary + + +def generate_inv_dict_cliffords_file(two_qubit_cliffords, output_file=None): + """ + Generate an inverse dictionary of Clifford matrices and save it to a npz file. + + Parameters: + two_qubit_cliffords (dict): A dictionary of two-qubit Cliffords. + output_file (str): The path to the output npz file. + """ + clifford_matrices = {} + for i, clifford in enumerate(two_qubit_cliffords.values()): + clifford = two_qubit_cliffords[str(i)] + + unitary = clifford_to_matrix(clifford) + unitary = unitary.round(3) + unitary += 0.0 + 0.0j + + clifford_matrices[i] = unitary + + clifford_matrices_inv_np = {} + # Convert the arrays to strings and store them as keys in the new dictionary + for key, value in clifford_matrices.items(): + key_str = np.array2string(value, separator=",") + clifford_matrices_inv_np[key_str] = key + + if output_file is not None: + np.savez(output_file, **clifford_matrices_inv_np) + + return clifford_matrices_inv_np + + +def clifford_to_pulses(clifford): + """ + From a Clifford gate sequence into the number of pulses required to implement it. + + Args: + clifford (str): A comma-separated string representing the Clifford gate sequence. + + Returns: + int: The number of pulses required to implement the given Clifford gate sequence. + """ + gate_list = clifford.split(",") + + clifford_list = find_cliffords(gate_list) + + pulses = 0 + for clifford in clifford_list: + values_with_1, values_with_2, value_with_CZ = separator(clifford) + + if SINGLE_QUBIT_CLIFFORDS_NAMES[values_with_1](0).name != "id": + pulses += 2 # This assumes a U3 transpiled into 2 pulses + if SINGLE_QUBIT_CLIFFORDS_NAMES[values_with_2](1).name != "id": + pulses += 2 # This assumes a U3 transpiled into 2 pulses + if value_with_CZ: + pulses += 1 # This assumes a CZ without parking so 1 pulse + + return pulses + + +def calculate_pulses_clifford(cliffords): + """ + Calculate the average number of pulses per Clifford operation. + + Parameters: + - cliffords (dict): A dictionary of Clifford operations. + + Returns: + - pulses_per_clifford (float): The average number of pulses per Clifford operation. + """ + pulses = 0 + for i, clifford in enumerate(cliffords.values()): + clifford = cliffords[str(i)] + pulses += clifford_to_pulses(clifford) + + pulses_per_clifford = pulses / len(cliffords) + return pulses_per_clifford + + +def load_inverse_cliffords(file_inv): + path = pathlib.Path(__file__).parent / file_inv + clifford_matrices_inv = np.load(path) + return clifford_matrices_inv + + +def load_cliffords(file): + path = pathlib.Path(__file__).parent / "2qubitCliffs.json" + with open(path) as file: + two_qubit_cliffords = json.load(file) + return two_qubit_cliffords From 26a72df598ed75fbe7b3f580d03c19b7821a260f Mon Sep 17 00:00:00 2001 From: Jacfomg Date: Thu, 30 May 2024 14:07:53 +0400 Subject: [PATCH 32/93] fix: review --- .../protocols/randomized_benchmarking/dict_utils.py | 4 ++-- .../protocols/randomized_benchmarking/standard_rb_2q.py | 7 +++++-- 2 files changed, 7 insertions(+), 4 deletions(-) diff --git a/src/qibocal/protocols/randomized_benchmarking/dict_utils.py b/src/qibocal/protocols/randomized_benchmarking/dict_utils.py index 5b9ae913c..86e860856 100644 --- a/src/qibocal/protocols/randomized_benchmarking/dict_utils.py +++ b/src/qibocal/protocols/randomized_benchmarking/dict_utils.py @@ -228,8 +228,8 @@ def load_inverse_cliffords(file_inv): return clifford_matrices_inv -def load_cliffords(file): - path = pathlib.Path(__file__).parent / "2qubitCliffs.json" +def load_cliffords(file_cliffords): + path = pathlib.Path(__file__).parent / file_cliffords with open(path) as file: two_qubit_cliffords = json.load(file) return two_qubit_cliffords diff --git a/src/qibocal/protocols/randomized_benchmarking/standard_rb_2q.py b/src/qibocal/protocols/randomized_benchmarking/standard_rb_2q.py index 9762f868f..d76aa59ec 100644 --- a/src/qibocal/protocols/randomized_benchmarking/standard_rb_2q.py +++ b/src/qibocal/protocols/randomized_benchmarking/standard_rb_2q.py @@ -11,14 +11,17 @@ from .utils import RB2QData, StandardRBResult, fit, twoq_rb_acquisition +FILE_CLIFFORDS = "2qubitCliffs.json" +FILE_INV = "2qubitCliffsInv.npz" + @dataclass class StandardRB2QParameters(StandardRBParameters): """Parameters for the standard 2q randomized benchmarking protocol.""" - file: str = "2qubitCliffs.json" + file: str = FILE_CLIFFORDS """File with the cliffords to be used.""" - file_inv: str = "2qubitCliffsInv.npz" + file_inv: str = FILE_INV """File with the cliffords to be used in an inverted dict.""" From 54ea707ae1d81281e6332a293a340e00906a1ece Mon Sep 17 00:00:00 2001 From: Rodolfo Carobene Date: Wed, 19 Jun 2024 09:58:19 +0200 Subject: [PATCH 33/93] unify execution pars for dispersive shift --- src/qibocal/protocols/dispersive_shift.py | 15 ++++++++------- 1 file changed, 8 insertions(+), 7 deletions(-) diff --git a/src/qibocal/protocols/dispersive_shift.py b/src/qibocal/protocols/dispersive_shift.py index a1c9be06d..19d6ff05f 100644 --- a/src/qibocal/protocols/dispersive_shift.py +++ b/src/qibocal/protocols/dispersive_shift.py @@ -125,20 +125,21 @@ def _acquisition( type=SweeperType.OFFSET, ) + execution_pars = ExecutionParameters( + nshots=params.nshots, + relaxation_time=params.relaxation_time, + acquisition_type=AcquisitionType.INTEGRATION, + averaging_mode=AveragingMode.CYCLIC, + ) results_0 = platform.sweep( sequence_0, - ExecutionParameters( - nshots=params.nshots, - relaxation_time=params.relaxation_time, - acquisition_type=AcquisitionType.INTEGRATION, - averaging_mode=AveragingMode.CYCLIC, - ), + execution_pars, sweeper, ) results_1 = platform.sweep( sequence_1, - params.execution_parameters, + execution_pars, sweeper, ) From 8eb408385b970386ebc7dca78ff1583067d23f46 Mon Sep 17 00:00:00 2001 From: Andrea Date: Fri, 30 Aug 2024 17:09:01 +0400 Subject: [PATCH 34/93] fix: Fix bug in calculation of virtual phases --- .../two_qubit_interaction/virtual_z_phases.py | 18 +++++++++--------- 1 file changed, 9 insertions(+), 9 deletions(-) diff --git a/src/qibocal/protocols/two_qubit_interaction/virtual_z_phases.py b/src/qibocal/protocols/two_qubit_interaction/virtual_z_phases.py index 01adbc5d1..2cd5f10b5 100644 --- a/src/qibocal/protocols/two_qubit_interaction/virtual_z_phases.py +++ b/src/qibocal/protocols/two_qubit_interaction/virtual_z_phases.py @@ -74,7 +74,7 @@ def __contains__(self, key: QubitPairId): """ # TODO: fix this (failing only for qq report) return key in [ - (target, control) for target, control, _ in self.fitted_parameters + [target, control] for target, control, _ in self.fitted_parameters ] @@ -246,7 +246,7 @@ def _acquisition( ) sweeper = Sweeper( Parameter.relative_phase, - theta - data.vphases[ord_pair][target_q], + theta, pulses=[theta_pulse], type=SweeperType.ABSOLUTE, ) @@ -310,7 +310,7 @@ def _fit( try: popt, _ = curve_fit( fit_function, - np.array(data.thetas) - data.vphases[pair][target], + np.array(data.thetas), target_data, p0=pguess, bounds=( @@ -332,7 +332,7 @@ def _fit( fitted_parameters[target_q, control_q, "X"][2] - fitted_parameters[target_q, control_q, "I"][2] ) - virtual_phase[pair][target_q] = fitted_parameters[ + virtual_phase[pair][target_q] = -fitted_parameters[ target_q, control_q, "I" ][2] @@ -348,7 +348,7 @@ def _fit( ) except KeyError: pass # exception covered above - + print(virtual_phase) return VirtualZPhasesResults( native=data.native, flux_pulse_amplitude=data.amplitudes, @@ -390,7 +390,7 @@ def _plot(data: VirtualZPhasesData, fit: VirtualZPhasesResults, target: QubitPai fig = fig1 if (target_q, control_q) == qubits else fig2 fig.add_trace( go.Scatter( - x=np.array(thetas) + data.vphases[qubits][target_q], + x=np.array(thetas), y=target_prob, name=f"{setup} sequence", legendgroup=setup, @@ -401,7 +401,7 @@ def _plot(data: VirtualZPhasesData, fit: VirtualZPhasesResults, target: QubitPai fig.add_trace( go.Scatter( - x=np.array(thetas) + data.vphases[qubits][control_q], + x=np.array(thetas), y=control_prob, name=f"{setup} sequence", legendgroup=setup, @@ -414,9 +414,9 @@ def _plot(data: VirtualZPhasesData, fit: VirtualZPhasesResults, target: QubitPai fitted_parameters = fit.fitted_parameters[target_q, control_q, setup] fig.add_trace( go.Scatter( - x=angle_range + data.vphases[qubits][target_q], + x=angle_range, y=fit_function( - angle_range - data.vphases[qubits][target_q], + angle_range, *fitted_parameters, ), name="Fit", From 0bc8831518dbdf76ede7de4b6318382018b39763 Mon Sep 17 00:00:00 2001 From: Andrea Date: Fri, 30 Aug 2024 19:03:07 +0400 Subject: [PATCH 35/93] refactor: minor fixes --- .../protocols/two_qubit_interaction/virtual_z_phases.py | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/src/qibocal/protocols/two_qubit_interaction/virtual_z_phases.py b/src/qibocal/protocols/two_qubit_interaction/virtual_z_phases.py index 2cd5f10b5..e526198cd 100644 --- a/src/qibocal/protocols/two_qubit_interaction/virtual_z_phases.py +++ b/src/qibocal/protocols/two_qubit_interaction/virtual_z_phases.py @@ -74,7 +74,7 @@ def __contains__(self, key: QubitPairId): """ # TODO: fix this (failing only for qq report) return key in [ - [target, control] for target, control, _ in self.fitted_parameters + (target, control) for target, control, _ in self.fitted_parameters ] @@ -348,7 +348,6 @@ def _fit( ) except KeyError: pass # exception covered above - print(virtual_phase) return VirtualZPhasesResults( native=data.native, flux_pulse_amplitude=data.amplitudes, From 3dad30870dfeb66eda32898f22501c1e975b02a8 Mon Sep 17 00:00:00 2001 From: Andrea Date: Wed, 4 Sep 2024 15:18:45 +0400 Subject: [PATCH 36/93] fix: Modify ramsey update The drive frequency is now updated only when a detuning is provided, which is one of the assumption of the fit. When detuning is 0 we update T2 since we expect it to be more reliable. --- src/qibocal/protocols/ramsey/ramsey_signal.py | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/src/qibocal/protocols/ramsey/ramsey_signal.py b/src/qibocal/protocols/ramsey/ramsey_signal.py index b6f3aa6d3..6f6bcfdf1 100644 --- a/src/qibocal/protocols/ramsey/ramsey_signal.py +++ b/src/qibocal/protocols/ramsey/ramsey_signal.py @@ -295,7 +295,10 @@ def _plot(data: RamseySignalData, target: QubitId, fit: RamseySignalResults = No def _update(results: RamseySignalResults, platform: Platform, target: QubitId): - update.drive_frequency(results.frequency[target][0], platform, target) + if int(results.delta_phys[target][0]) == int(results.delta_fitting[target][0]): + update.t2(results.t2[target][0], platform, target) + else: + update.drive_frequency(results.frequency[target][0], platform, target) ramsey_signal = Routine(_acquisition, _fit, _plot, _update) From 5abc5d65acfb9910226fe3084d1630585f7ffb93 Mon Sep 17 00:00:00 2001 From: Edoardo-Pedicillo Date: Fri, 13 Sep 2024 12:41:23 +0400 Subject: [PATCH 37/93] docs: write readout mitigation matrix docs --- doc/source/protocols/index.rst | 1 + .../protocols/readout_mitigation_matrix.png | Bin 0 -> 18604 bytes .../protocols/readout_mitigation_matrix.rst | 36 ++++++++++++++++++ 3 files changed, 37 insertions(+) create mode 100644 doc/source/protocols/readout_mitigation_matrix.png create mode 100644 doc/source/protocols/readout_mitigation_matrix.rst diff --git a/doc/source/protocols/index.rst b/doc/source/protocols/index.rst index 0a6ff4487..e271fec79 100644 --- a/doc/source/protocols/index.rst +++ b/doc/source/protocols/index.rst @@ -27,4 +27,5 @@ In this section we introduce the basics of all protocols supported by ``qibocal` dispersive_shift allxy flipping + readout_mitigation_matrix references diff --git a/doc/source/protocols/readout_mitigation_matrix.png b/doc/source/protocols/readout_mitigation_matrix.png new file mode 100644 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qubit readout errors +by applying a corrective linear transformation to the readout results, in formula + +.. math:: + O_{noisy} = M O_{ideal}, + +where :math:`O_{noisy}` is the readout probabilities on the noisy device, +:math:`O_{ideal}` is the expected one and :math:`M` is the readout mitigation matrix. +The matrix :math:`M^{-1}` can be used to correct the noisy readouts. + +This protocol evaluates the readout matrix by preparing the qubit(s) in the +computational base and measuring their states. + +Pramateters +^^^^^^^^^^^ + +.. autoclass:: qibocal.protocols.readout_mitigation_matrix.ReadoutMitigationMatrixParameters + :noindex: + +Example +^^^^^^^ + +.. code-block:: yaml + + - id: readout_mitigation_matrix + operation: readout_mitigation_matrix + parameters: + nshots: 1000 + pulses: true + +After the protocol execution, the result is the following + +.. image:: readout_mitigation_matrix.png From c8465e92fa6e9a4dec0fd6c8534a35883543e19a Mon Sep 17 00:00:00 2001 From: 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z^ke!}-s*z8LC9!!n1i{U)p#C%4F|Hoyw3vtZkI14gVD^qZaw^DDd22jVsrP>`3-&p z_a6C-;6PB(I~mR{BTq&o&0>wjuAX~gQ@naIBYf<}W8L8!QZevf1|9wbr081pYW@&EEdi`>z(5R17~|W2*|Po_nO};kzBnZ zm?Q=x6_a}GM!)=(tBWbc6!y4F@EDn+#!k_oaT1a{+G+E+$A`|CCCUjVwP8H0JFn^D zpuHiybviX6l|Okhr92SF{udf>2$KDR2%1~9@XZ)jOjMe~N?H(p@24U!r}r=JzV^55 z2=N*+1Lo_2;&p(tPU?b!ERaOB*toHoHJ<=7<+V~-VWb2LQG#66=OTKSmUDgTQU#bZyQUQ}_ZSgS3z+B`W!r zY|HpH^1|pJR5UUJXYGrs;)~Ey;wZG@tSma@<*Cr=W7OaRla5x$8}X{a^r6$<+Tj z9f}-}dS|;$2Ak&g3P0VG@Y`B&cRq;KIK&^B_;&V$0?C5w1aUZGvIPPc;r4*V;|tix znY9J#NTgoxDlTlrS++pIIA7f6jS^s>5sT5H&EvIPd?+}%n{ z3&6jYP^wF1@L_sCZBsO-UygNan23Z>%LoRj_iu+tDAYvPge7R0FQYN$l>pbkc9Rb| zc3flXLf`?XyZ&y(4nc-XRB}A&o5v}ic;g6LdKSxXn>K=sMJ~jOxzmx_wf&MmtjIyX z=`K0`K`WM5Ap+ajv2yBIu2G{NOBUNEybV&15IE@J3eXZ>vq;QnmY}Z{#XD{d6q_if z+cB Date: Fri, 13 Sep 2024 13:47:20 +0000 Subject: [PATCH 39/93] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- doc/source/protocols/avoided_crossing.rst | 30 +++++++++---------- .../protocols/readout_mitigation_matrix.rst | 6 ++-- 2 files changed, 18 insertions(+), 18 deletions(-) diff --git a/doc/source/protocols/avoided_crossing.rst b/doc/source/protocols/avoided_crossing.rst index 782fce1b4..5ee12050d 100644 --- a/doc/source/protocols/avoided_crossing.rst +++ b/doc/source/protocols/avoided_crossing.rst @@ -1,31 +1,31 @@ Avoided crossing ================ -In the avoided crossing experiment the goal is to study the qubit-flux dependency +In the avoided crossing experiment the goal is to study the qubit-flux dependency of a couple of qubits to precisely tune the interaction between them at specific -frequencies in order to calibrate the CZ and the iSWAP gates. +frequencies in order to calibrate the CZ and the iSWAP gates. -In the avoided crossing experiment for CZ qubit gates, the interaction between +In the avoided crossing experiment for CZ qubit gates, the interaction between two qubits is controlled by tuning their energy levels such that the :math:`\ket{11}` -(both qubits in the excited state) and :math:`\ket{02}` (one qubit in the ground state and -the other in the second excited state) states come into resonance. -At this resonance point, the energy levels of these states experience an avoided -crossing, a key phenomenon that enables the controlled-Z (CZ) gate operation. -By observing the avoided crossing, one can confirm that the coupling between the -qubits is strong enough to facilitate the necessary interaction for the CZ gate. -Hence, precise tuning of these states is essential for achieving the correct gate +(both qubits in the excited state) and :math:`\ket{02}` (one qubit in the ground state and +the other in the second excited state) states come into resonance. +At this resonance point, the energy levels of these states experience an avoided +crossing, a key phenomenon that enables the controlled-Z (CZ) gate operation. +By observing the avoided crossing, one can confirm that the coupling between the +qubits is strong enough to facilitate the necessary interaction for the CZ gate. +Hence, precise tuning of these states is essential for achieving the correct gate operation. -In the avoided crossing experiment for iSWAP qubit gates, the key focus is on +In the avoided crossing experiment for iSWAP qubit gates, the key focus is on the interaction between the :math:`\ket{10}` and :math:`\ket{01}` states. When tuning the qubits' energy levels, these two states come into resonance, -creating an avoided crossing, which is the fundamental operation of -the iSWAP gate. +creating an avoided crossing, which is the fundamental operation of +the iSWAP gate. In this protocol, for each qubit pair we execute a qubit flux dependency of the -01 and 02 transitions on the qubit with higher frequency and we fit the data to +01 and 02 transitions on the qubit with higher frequency and we fit the data to find the flux-frequency relationship that we use to estimate the bias needed to -reach the CZ and iSWAP interaction points. +reach the CZ and iSWAP interaction points. Parameters ^^^^^^^^^^ diff --git a/doc/source/protocols/readout_mitigation_matrix.rst b/doc/source/protocols/readout_mitigation_matrix.rst index d162e650d..b3e52b6e5 100644 --- a/doc/source/protocols/readout_mitigation_matrix.rst +++ b/doc/source/protocols/readout_mitigation_matrix.rst @@ -7,11 +7,11 @@ by applying a corrective linear transformation to the readout results, in formul .. math:: O_{noisy} = M O_{ideal}, -where :math:`O_{noisy}` is the readout probabilities on the noisy device, +where :math:`O_{noisy}` is the readout probabilities on the noisy device, :math:`O_{ideal}` is the expected one and :math:`M` is the readout mitigation matrix. The matrix :math:`M^{-1}` can be used to correct the noisy readouts. -This protocol evaluates the readout matrix by preparing the qubit(s) in the +This protocol evaluates the readout matrix by preparing the qubit(s) in the computational base and measuring their states. Pramateters @@ -24,7 +24,7 @@ Example ^^^^^^^ .. code-block:: yaml - + - id: readout_mitigation_matrix operation: readout_mitigation_matrix parameters: From b6bfeb7e39c24ccd616aa6705ad8944946e905c6 Mon Sep 17 00:00:00 2001 From: Edoardo-Pedicillo Date: Fri, 13 Sep 2024 18:18:00 +0400 Subject: [PATCH 40/93] docs: write readout optimization docs --- doc/source/protocols/index.rst | 1 + 1 file changed, 1 insertion(+) diff --git a/doc/source/protocols/index.rst b/doc/source/protocols/index.rst index 7faa343cb..a2e142455 100644 --- a/doc/source/protocols/index.rst +++ b/doc/source/protocols/index.rst @@ -29,4 +29,5 @@ In this section we introduce the basics of all protocols supported by ``qibocal` flipping readout_mitigation_matrix avoided_crossing + readout_optimization references From 1f3dd2445af540a46fdb0d6f4f130affb42019c8 Mon Sep 17 00:00:00 2001 From: Andrea Date: Sun, 15 Sep 2024 12:36:09 +0400 Subject: [PATCH 41/93] refactor: Improvements in state tomography * target circuit dump and loaded through qasm * target density matrix no longer computed through shots but exactly --- src/qibocal/protocols/state_tomography.py | 55 +++++++++-------------- 1 file changed, 20 insertions(+), 35 deletions(-) diff --git a/src/qibocal/protocols/state_tomography.py b/src/qibocal/protocols/state_tomography.py index 21411ef61..6699d312f 100644 --- a/src/qibocal/protocols/state_tomography.py +++ b/src/qibocal/protocols/state_tomography.py @@ -20,8 +20,8 @@ BASIS = ["X", "Y", "Z"] """Single qubit measurement basis.""" -SIMULATED_DENSITY_MATRIX = "ideal" -"""Filename for simulated density matrix.""" +CIRCUIT_PATH = "circuit.txt" +"""Path where circuit is stored.""" @dataclass @@ -53,25 +53,20 @@ def __post_init__(self): class StateTomographyData(Data): """Tomography data""" - ideal: dict[tuple[QubitId, str], np.float64] = field(default_factory=dict) - """Ideal samples measurements.""" + circuit: Circuit + """Circuit where tomography will be executed.""" data: dict[tuple[QubitId, str], np.int64] = field(default_factory=dict) """Hardware measurements.""" def save(self, path): self._to_npz(path, DATAFILE) - np.savez( - path / f"{SIMULATED_DENSITY_MATRIX}.npz", - **{json.dumps(i): self.ideal[i] for i in self.ideal}, - ) + (path / CIRCUIT_PATH).write_text(self.circuit.to_qasm()) @classmethod def load(cls, path): - instance = cls() - instance.data = super().load_data(path, DATAFILE) - instance.ideal = super().load_data(path, SIMULATED_DENSITY_MATRIX) - - return instance + circuit = Circuit.from_qasm((path / CIRCUIT_PATH).read_text()) + data = super().load_data(path, DATAFILE) + return cls(data=data, circuit=circuit) @dataclass @@ -94,7 +89,6 @@ def _acquisition( params: StateTomographyParameters, platform: Platform, targets: list[QubitId] ) -> StateTomographyData: """Acquisition protocol for single qubit state tomography experiment.""" - if params.circuit is None: params.circuit = Circuit(len(targets)) @@ -102,7 +96,7 @@ def _acquisition( backend.platform = platform transpiler = dummy_transpiler(backend) - data = StateTomographyData() + data = StateTomographyData(circuit=params.circuit) for basis in BASIS: basis_circuit = deepcopy(params.circuit) @@ -127,9 +121,6 @@ def _acquisition( samples=np.array(results.samples()).T[i], ), ) - data.ideal[target, basis] = np.array( - NumpyBackend().execute_circuit(basis_circuit, nshots=10000).samples() - ).T[i] return data @@ -140,30 +131,24 @@ def _fit(data: StateTomographyData) -> StateTomographyResults: target_density_matrix_real = {} target_density_matrix_imag = {} fid = {} + circuit = data.circuit + circuit.density_matrix = True + target_density_matrix = NumpyBackend().execute_circuit(circuit=circuit).state() + for qubit in data.qubits: - x_exp, y_exp, z_exp = ( - 1 - 2 * np.mean(data[qubit, basis].samples) for basis in BASIS - ) - density_matrix = 0.5 * ( + x_exp = 1 - 2 * np.mean(data[qubit, "X"].samples) + y_exp = 1 - 2 * np.mean(data[qubit, "Y"].samples) + z_exp = 1 - 2 * np.mean(data[qubit, "Z"].samples) + measured_density_matrix = 0.5 * ( matrices.I + matrices.X * x_exp + matrices.Y * y_exp + matrices.Z * z_exp ) - measured_density_matrix_real[qubit] = np.real(density_matrix).tolist() - measured_density_matrix_imag[qubit] = np.imag(density_matrix).tolist() + measured_density_matrix_real[qubit] = np.real(measured_density_matrix).tolist() + measured_density_matrix_imag[qubit] = np.imag(measured_density_matrix).tolist() - x_theory, y_theory, z_theory = ( - 1 - 2 * np.mean(data.ideal[qubit, basis]) for basis in BASIS - ) - target_density_matrix = 0.5 * ( - matrices.I - + matrices.X * x_theory - + matrices.Y * y_theory - + matrices.Z * z_theory - ) target_density_matrix_real[qubit] = np.real(target_density_matrix).tolist() target_density_matrix_imag[qubit] = np.imag(target_density_matrix).tolist() fid[qubit] = fidelity( - np.array(measured_density_matrix_real[qubit]) - + 1.0j * np.array(measured_density_matrix_imag[qubit]), + measured_density_matrix, target_density_matrix, ) From f9b5e4b527eb007d2efe3f36c820cf2997a05745 Mon Sep 17 00:00:00 2001 From: Andrea Date: Mon, 16 Sep 2024 13:00:19 +0400 Subject: [PATCH 42/93] feat: Compute for all qubits using partial trace --- src/qibocal/protocols/state_tomography.py | 30 +++++++++++++++++------ 1 file changed, 23 insertions(+), 7 deletions(-) diff --git a/src/qibocal/protocols/state_tomography.py b/src/qibocal/protocols/state_tomography.py index 6699d312f..8ef4e4ca8 100644 --- a/src/qibocal/protocols/state_tomography.py +++ b/src/qibocal/protocols/state_tomography.py @@ -53,20 +53,30 @@ def __post_init__(self): class StateTomographyData(Data): """Tomography data""" + targets: dict[QubitId, int] + """Store targets order.""" circuit: Circuit """Circuit where tomography will be executed.""" data: dict[tuple[QubitId, str], np.int64] = field(default_factory=dict) """Hardware measurements.""" + @property + def params(self) -> dict: + """Convert non-arrays attributes into dict.""" + params = super().params + params.pop("circuit") + return params + def save(self, path): - self._to_npz(path, DATAFILE) + super().save(path) (path / CIRCUIT_PATH).write_text(self.circuit.to_qasm()) @classmethod def load(cls, path): circuit = Circuit.from_qasm((path / CIRCUIT_PATH).read_text()) data = super().load_data(path, DATAFILE) - return cls(data=data, circuit=circuit) + params = super().load_params(path, DATAFILE) + return cls(data=data, circuit=circuit, targets=params["targets"]) @dataclass @@ -96,7 +106,9 @@ def _acquisition( backend.platform = platform transpiler = dummy_transpiler(backend) - data = StateTomographyData(circuit=params.circuit) + data = StateTomographyData( + circuit=params.circuit, targets={target: i for i, target in enumerate(targets)} + ) for basis in BASIS: basis_circuit = deepcopy(params.circuit) @@ -105,7 +117,7 @@ def _acquisition( for i in range(len(targets)): basis_circuit.add(getattr(gates, basis)(i).basis_rotation()) - basis_circuit.add(gates.M(i) for i in range(len(targets))) + basis_circuit.add(gates.M(*range(len(targets)))) _, results = execute_transpiled_circuit( basis_circuit, targets, @@ -133,9 +145,13 @@ def _fit(data: StateTomographyData) -> StateTomographyResults: fid = {} circuit = data.circuit circuit.density_matrix = True - target_density_matrix = NumpyBackend().execute_circuit(circuit=circuit).state() - - for qubit in data.qubits: + total_density_matrix = NumpyBackend().execute_circuit(circuit=circuit).state() + for i, qubit in enumerate(data.targets): + traced_qubits = list(range(len(data.qubits))) + traced_qubits.remove(i) + target_density_matrix = NumpyBackend().partial_trace_density_matrix( + total_density_matrix, traced_qubits, len(data.qubits) + ) x_exp = 1 - 2 * np.mean(data[qubit, "X"].samples) y_exp = 1 - 2 * np.mean(data[qubit, "Y"].samples) z_exp = 1 - 2 * np.mean(data[qubit, "Z"].samples) From f1db5c7e2a858632d972418d997a2d9837cae33d Mon Sep 17 00:00:00 2001 From: Andrea Date: Tue, 17 Sep 2024 15:00:36 +0400 Subject: [PATCH 43/93] feat: Convert from qasm to raw --- src/qibocal/protocols/state_tomography.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/src/qibocal/protocols/state_tomography.py b/src/qibocal/protocols/state_tomography.py index 8ef4e4ca8..61dcde961 100644 --- a/src/qibocal/protocols/state_tomography.py +++ b/src/qibocal/protocols/state_tomography.py @@ -20,7 +20,7 @@ BASIS = ["X", "Y", "Z"] """Single qubit measurement basis.""" -CIRCUIT_PATH = "circuit.txt" +CIRCUIT_PATH = "circuit.json" """Path where circuit is stored.""" @@ -69,11 +69,11 @@ def params(self) -> dict: def save(self, path): super().save(path) - (path / CIRCUIT_PATH).write_text(self.circuit.to_qasm()) + (path / CIRCUIT_PATH).write_text(json.dumps(self.circuit.raw)) @classmethod def load(cls, path): - circuit = Circuit.from_qasm((path / CIRCUIT_PATH).read_text()) + circuit = Circuit.from_dict(json.loads((path / CIRCUIT_PATH).read_text())) data = super().load_data(path, DATAFILE) params = super().load_params(path, DATAFILE) return cls(data=data, circuit=circuit, targets=params["targets"]) From 8597df38b8c8f2e774e7d44b1a2821a9508c5edd Mon Sep 17 00:00:00 2001 From: jevillegasd Date: Tue, 17 Sep 2024 16:37:44 +0400 Subject: [PATCH 44/93] Sequences (signal) version of the cross resoannce pulse legth calibration --- src/qibocal/protocols/__init__.py | 2 + .../two_qubit_interaction/__init__.py | 2 +- .../cross_resonance/__init__.py | 1 + .../cross_resonance/cross_resonance.py | 3 +- .../cross_resonance_sequences.py | 141 ++++++++++++++++++ 5 files changed, 146 insertions(+), 3 deletions(-) create mode 100644 src/qibocal/protocols/two_qubit_interaction/cross_resonance/cross_resonance_sequences.py diff --git a/src/qibocal/protocols/__init__.py b/src/qibocal/protocols/__init__.py index b90b6dac8..c0c0b9ce6 100644 --- a/src/qibocal/protocols/__init__.py +++ b/src/qibocal/protocols/__init__.py @@ -66,6 +66,7 @@ chsh_pulses, cross_resonance, cross_resonance_chevron, + cross_resonance_sequences, cz_virtualz, cz_virtualz_signal, ) @@ -136,4 +137,5 @@ class Operation(Enum): calibrate_state_discrimination = calibrate_state_discrimination cross_resonance = cross_resonance cross_resonance_chevron = cross_resonance_chevron + cross_resonance_sequences = cross_resonance_sequences state_tomography = state_tomography diff --git a/src/qibocal/protocols/two_qubit_interaction/__init__.py b/src/qibocal/protocols/two_qubit_interaction/__init__.py index 231d1dda1..066edfbd9 100644 --- a/src/qibocal/protocols/two_qubit_interaction/__init__.py +++ b/src/qibocal/protocols/two_qubit_interaction/__init__.py @@ -1,5 +1,5 @@ from .chevron import chevron, chevron_signal from .chsh import chsh_circuits, chsh_pulses -from .cross_resonance import cross_resonance, cross_resonance_chevron +from .cross_resonance import cross_resonance, cross_resonance_chevron, cross_resonance_sequences from .cz_virtualz import cz_virtualz from .cz_virtualz_signal import cz_virtualz_signal diff --git a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/__init__.py b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/__init__.py index 6d6489bb4..a8f952394 100644 --- a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/__init__.py +++ b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/__init__.py @@ -1,2 +1,3 @@ from .chevron import cross_resonance_chevron from .cross_resonance import cross_resonance +from .cross_resonance_sequences import cross_resonance_sequences diff --git a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/cross_resonance.py b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/cross_resonance.py index 84a3ef0c9..2c47b66cd 100644 --- a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/cross_resonance.py +++ b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/cross_resonance.py @@ -143,6 +143,5 @@ def _plot(data: CrossResonanceData, target: QubitPairId, fit: CrossResonanceResu return [fig], "" - cross_resonance = Routine(_acquisition, _fit, _plot) -"""CrossResonance Routine object.""" +"""CrossResonance Sequences Routine object.""" diff --git a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/cross_resonance_sequences.py b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/cross_resonance_sequences.py new file mode 100644 index 000000000..68a5d0b3a --- /dev/null +++ b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/cross_resonance_sequences.py @@ -0,0 +1,141 @@ +from dataclasses import dataclass, field +from typing import Optional + +import numpy as np +import numpy.typing as npt +import plotly.graph_objects as go +from qibolab import AcquisitionType, AveragingMode, ExecutionParameters +from qibolab.platform import Platform +from qibolab.pulses import PulseSequence +from qibolab.qubits import QubitId, QubitPairId + +from qibocal.auto.operation import Data, Parameters, Results, Routine +from qibocal.protocols.two_qubit_interaction.cross_resonance.cross_resonance import CrossResonanceParameters + +CrossResonanceType = np.dtype( + [ + ("magnitude", np.float64), + ("phase", np.float64), + ("length", np.int64), + ] +) +"""Custom dtype for Cross Resonance Gate Calibration using Sequences.""" + + +@dataclass +class CrossResonanceSeqParameters(CrossResonanceParameters): + """Cross Resonance Gate Calibration using Sequences runcard inputs.""" + + +@dataclass +class CrossResonanceSeqResults(Results): + """Cross Resonance Gate Calibration using Sequences outputs.""" + + +@dataclass +class CrossResonanceSeqData(Data): + """Data structure for Cross Resonance Gate Calibration using Sequences.""" + data: dict[QubitId, npt.NDArray[CrossResonanceType]] = field(default_factory=dict) + """Raw data acquired.""" + +def _acquisition( + params: CrossResonanceSeqParameters, platform: Platform, targets: list[QubitPairId] +) -> CrossResonanceSeqData: + """Data acquisition for Cross Resonance Gate Calibration using Sequences.""" + + data = CrossResonanceSeqData() + + for pair in targets: + for setup in ["I", "X"]: + + # sweep the parameter + for duration in params.duration_range: + target, control = pair + sequence = PulseSequence() + control_drive_freq = platform.qubits[control].native_gates.RX.frequency + + if setup == "X": + rx_control = platform.create_RX_pulse(control, 0) + cr_pulse = platform.create_RX_pulse(target, start= rx_control.finish) + sequence.add(rx_control) + else: + cr_pulse = platform.create_RX_pulse(target, 0) + + cr_pulse.frequency = control_drive_freq + cr_pulse.duration = duration + if params.pulse_amplitude is not None: + cr_pulse.amplitude = params.pulse_amplitude + sequence.add(cr_pulse) + + ro_pulse = platform.create_qubit_readout_pulse(target, start=cr_pulse.finish) + sequence.add(ro_pulse) + + results = platform.execute_pulse_sequence( + sequence, + ExecutionParameters( + nshots=params.nshots, + relaxation_time=params.relaxation_time, + #acquisition_type=AcquisitionType.DISCRIMINATION, + acquisition_type=AcquisitionType.INTEGRATION, + #averaging_mode=AveragingMode.SINGLESHOT, + averaging_mode=AveragingMode.CYCLIC, + ), + ) + + # Store Results + #result = results[target].probability(state=0) + result = results[target] + print(result) + data.register_qubit( + CrossResonanceType, + (target, control, setup), + dict( + #prob=np.array([result]), + length=np.array([duration]), + magnitude=np.array([result.magnitude]), + phase=np.array([result.phase]), + ), + ) + return data + + +def _fit( + data: CrossResonanceSeqData, +) -> CrossResonanceSeqResults: + """Post-processing function for Cross Resonance Gate Calibration using Sequences.""" + return CrossResonanceSeqResults() + + +def _plot(data: CrossResonanceSeqData, target: QubitPairId, fit: CrossResonanceSeqResults): + """Plotting function for Cross Resonance Gate Calibration using Sequences.""" + + control_idle_data = data.data[target[0], target[1], "I"] + control_excited_data = data.data[target[0], target[1], "X"] + fig = go.Figure() + fig.add_trace( + go.Scatter( + x=control_idle_data.length, + y=control_idle_data.magnitude, + name="Control at 0" + ), + ) + + fig.add_trace( + go.Scatter( + x=control_excited_data.length, + y=control_excited_data.magnitude, + name="Control at 1", + ), + ) + + fig.update_layout( + showlegend=True, + xaxis_title="Gate duration (ns)", + yaxis_title="Signal [a.u.]" + ) + + return [fig], "" + + +cross_resonance_sequences = Routine(_acquisition, _fit, _plot) +"""CrossResonance Routine object.""" From 39292edd512834f02bec824a35b33609b43f9b8b Mon Sep 17 00:00:00 2001 From: jevillegasd Date: Thu, 19 Sep 2024 12:41:41 +0400 Subject: [PATCH 45/93] Using non native pulses --- .../cross_resonance_sequences.py | 48 +++++++++++++++---- 1 file changed, 40 insertions(+), 8 deletions(-) diff --git a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/cross_resonance_sequences.py b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/cross_resonance_sequences.py index 68a5d0b3a..4a4484495 100644 --- a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/cross_resonance_sequences.py +++ b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/cross_resonance_sequences.py @@ -34,7 +34,15 @@ class CrossResonanceSeqResults(Results): @dataclass class CrossResonanceSeqData(Data): - """Data structure for Cross Resonance Gate Calibration using Sequences.""" + """Data structure for Cross Resonance Gate Calibration using Sequences. + targets: [target, control] + I: + Q_C: Pulse(omega_T, t) + Q_T: Pulse(omega_T, t) - MZ + X: + Q_C: RX - Pulse(omega_T, t) + Q_T: - Pulse(omega_T, t) - MZ + """ data: dict[QubitId, npt.NDArray[CrossResonanceType]] = field(default_factory=dict) """Raw data acquired.""" @@ -42,6 +50,8 @@ def _acquisition( params: CrossResonanceSeqParameters, platform: Platform, targets: list[QubitPairId] ) -> CrossResonanceSeqData: """Data acquisition for Cross Resonance Gate Calibration using Sequences.""" + from qibolab.pulses import Pulse, Rectangular, PulseType, Gaussian, GaussianSquare + from qibolab.native import NativePulse data = CrossResonanceSeqData() @@ -52,22 +62,44 @@ def _acquisition( for duration in params.duration_range: target, control = pair sequence = PulseSequence() - control_drive_freq = platform.qubits[control].native_gates.RX.frequency + tg_native_rx:NativePulse = platform.qubits[target].native_gates.RX.pulse(start=0) + cr_native_rx:NativePulse = platform.qubits[control].native_gates.RX.pulse(start=0) if setup == "X": - rx_control = platform.create_RX_pulse(control, 0) - cr_pulse = platform.create_RX_pulse(target, start= rx_control.finish) + rx_control = platform.create_RX_pulse(control, start = 0) sequence.add(rx_control) + next_start = rx_control.finish else: - cr_pulse = platform.create_RX_pulse(target, 0) + next_start = 0 + + cr_pulse: Pulse = Pulse(start=next_start, + duration=duration, + amplitude=cr_native_rx.amplitude, + frequency=tg_native_rx.frequency, #target frequency + relative_phase=0, + shape=Gaussian(5), + qubit=control, + channel= cr_native_rx.channel ,type=PulseType.DRIVE + ) + + tg_pulse: Pulse = Pulse(start=next_start, + duration=duration, + amplitude=tg_native_rx.amplitude, + frequency=tg_native_rx.frequency, + relative_phase=0, + shape=Gaussian(5), + qubit=target, + channel= tg_native_rx.channel ,type=PulseType.DRIVE + ) - cr_pulse.frequency = control_drive_freq - cr_pulse.duration = duration if params.pulse_amplitude is not None: cr_pulse.amplitude = params.pulse_amplitude + tg_pulse.amplitude = params.pulse_amplitude + sequence.add(cr_pulse) + sequence.add(tg_pulse) - ro_pulse = platform.create_qubit_readout_pulse(target, start=cr_pulse.finish) + ro_pulse = platform.create_qubit_readout_pulse(target, start=tg_pulse.finish) sequence.add(ro_pulse) results = platform.execute_pulse_sequence( From 7aea94ea16e665a683b9ed5bd24ebd622a249822 Mon Sep 17 00:00:00 2001 From: jevillegasd Date: Fri, 20 Sep 2024 12:06:05 +0400 Subject: [PATCH 46/93] add target setting --- .../cross_resonance_sequences.py | 170 ++++++++++-------- 1 file changed, 97 insertions(+), 73 deletions(-) diff --git a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/cross_resonance_sequences.py b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/cross_resonance_sequences.py index 4a4484495..2a9eae5fb 100644 --- a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/cross_resonance_sequences.py +++ b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/cross_resonance_sequences.py @@ -50,84 +50,86 @@ def _acquisition( params: CrossResonanceSeqParameters, platform: Platform, targets: list[QubitPairId] ) -> CrossResonanceSeqData: """Data acquisition for Cross Resonance Gate Calibration using Sequences.""" - from qibolab.pulses import Pulse, Rectangular, PulseType, Gaussian, GaussianSquare + from qibolab.pulses import Pulse, Rectangular, PulseType, Gaussian from qibolab.native import NativePulse data = CrossResonanceSeqData() for pair in targets: for setup in ["I", "X"]: - + for tgt_state in [0,1]: # sweep the parameter - for duration in params.duration_range: - target, control = pair - sequence = PulseSequence() - tg_native_rx:NativePulse = platform.qubits[target].native_gates.RX.pulse(start=0) - cr_native_rx:NativePulse = platform.qubits[control].native_gates.RX.pulse(start=0) - - if setup == "X": - rx_control = platform.create_RX_pulse(control, start = 0) - sequence.add(rx_control) - next_start = rx_control.finish - else: + for duration in params.duration_range: + target, control = pair + sequence = PulseSequence() + tg_native_rx:NativePulse = platform.qubits[target].native_gates.RX.pulse(start=0) + cr_native_rx:NativePulse = platform.qubits[control].native_gates.RX.pulse(start=0) + next_start = 0 - - cr_pulse: Pulse = Pulse(start=next_start, - duration=duration, - amplitude=cr_native_rx.amplitude, - frequency=tg_native_rx.frequency, #target frequency - relative_phase=0, - shape=Gaussian(5), - qubit=control, - channel= cr_native_rx.channel ,type=PulseType.DRIVE - ) - - tg_pulse: Pulse = Pulse(start=next_start, - duration=duration, - amplitude=tg_native_rx.amplitude, - frequency=tg_native_rx.frequency, - relative_phase=0, - shape=Gaussian(5), - qubit=target, - channel= tg_native_rx.channel ,type=PulseType.DRIVE - ) - - if params.pulse_amplitude is not None: - cr_pulse.amplitude = params.pulse_amplitude - tg_pulse.amplitude = params.pulse_amplitude - - sequence.add(cr_pulse) - sequence.add(tg_pulse) - - ro_pulse = platform.create_qubit_readout_pulse(target, start=tg_pulse.finish) - sequence.add(ro_pulse) + if tgt_state == 1: + sequence.add(tg_native_rx) + next_start = tg_native_rx.finish + + if setup == "X": + sequence.add(cr_native_rx) + next_start = max(cr_native_rx.finish, next_start) - results = platform.execute_pulse_sequence( - sequence, - ExecutionParameters( - nshots=params.nshots, - relaxation_time=params.relaxation_time, - #acquisition_type=AcquisitionType.DISCRIMINATION, - acquisition_type=AcquisitionType.INTEGRATION, - #averaging_mode=AveragingMode.SINGLESHOT, - averaging_mode=AveragingMode.CYCLIC, - ), - ) - - # Store Results - #result = results[target].probability(state=0) - result = results[target] - print(result) - data.register_qubit( - CrossResonanceType, - (target, control, setup), - dict( - #prob=np.array([result]), - length=np.array([duration]), - magnitude=np.array([result.magnitude]), - phase=np.array([result.phase]), - ), - ) + # tg_pulse: Pulse = Pulse(start=next_start, + # duration=duration, + # amplitude=tg_native_rx.amplitude, + # frequency=cr_native_rx.frequency, # control frequency + # relative_phase=0, + # shape=Gaussian(5), + # qubit=target, + # channel= tg_native_rx.channel ,type=PulseType.DRIVE + # ) + cr_pulse: Pulse = Pulse(start=next_start, + duration=duration, + amplitude=cr_native_rx.amplitude, + frequency=tg_native_rx.frequency, # control frequency + relative_phase=0, + shape=Gaussian(5), + qubit=control, + channel= cr_native_rx.channel ,type=PulseType.DRIVE + ) + + if params.pulse_amplitude is not None: + cr_pulse.amplitude = params.pulse_amplitude + # tg_pulse.amplitude = params.pulse_amplitude + + sequence.add(cr_pulse) + #sequence.add(tg_pulse) + + ro_pulse = platform.create_qubit_readout_pulse(target, start=cr_pulse.finish) + sequence.add(ro_pulse) + + results = platform.execute_pulse_sequence( + sequence, + ExecutionParameters( + nshots=params.nshots, + relaxation_time=params.relaxation_time, + #acquisition_type=AcquisitionType.DISCRIMINATION, + acquisition_type=AcquisitionType.INTEGRATION, + #averaging_mode=AveragingMode.SINGLESHOT, + averaging_mode=AveragingMode.CYCLIC, + ), + ) + + # Store Results + #result = results[target].probability(state=0) + result = results[target] + print(result) + data.register_qubit( + CrossResonanceType, + (target, control, setup, tgt_state), + dict( + #prob=np.array([result]), + length=np.array([duration]), + magnitude=np.array([result.magnitude]), + phase=np.array([result.phase]), + ), + ) + return data @@ -141,14 +143,16 @@ def _fit( def _plot(data: CrossResonanceSeqData, target: QubitPairId, fit: CrossResonanceSeqResults): """Plotting function for Cross Resonance Gate Calibration using Sequences.""" - control_idle_data = data.data[target[0], target[1], "I"] - control_excited_data = data.data[target[0], target[1], "X"] + control_idle_data = data.data[target[0], target[1], "I", 0] + control_excited_data = data.data[target[0], target[1], "X", 0] + control_idle_data_1 = data.data[target[0], target[1], "I", 1] + control_excited_data_1 = data.data[target[0], target[1], "X", 1] fig = go.Figure() fig.add_trace( go.Scatter( x=control_idle_data.length, y=control_idle_data.magnitude, - name="Control at 0" + name="Control at |0>, Target at |0>" ), ) @@ -156,10 +160,30 @@ def _plot(data: CrossResonanceSeqData, target: QubitPairId, fit: CrossResonanceS go.Scatter( x=control_excited_data.length, y=control_excited_data.magnitude, - name="Control at 1", + name="Control at |1>, Target at |0>", + ), + ) + + fig.add_trace( + go.Scatter( + x=control_idle_data_1.length, + y=control_idle_data_1.magnitude, + mode='lines', line={'dash': 'dash'}, + name="Control at |0>, Target at |1>" ), ) + fig.add_trace( + go.Scatter( + x=control_excited_data_1.length, + y=control_excited_data_1.magnitude, + mode='lines', line={'dash': 'dash'}, + name="Control at |1>, Target at |1>", + ), + ) + + + fig.update_layout( showlegend=True, xaxis_title="Gate duration (ns)", From 88d840e45fd5cacee12edb9683a72034184f5fc8 Mon Sep 17 00:00:00 2001 From: jevillegasd Date: Sat, 21 Sep 2024 07:25:50 +0400 Subject: [PATCH 47/93] Changes in pulse sequences of sweeping routines --- .../cross_resonance/chevron.py | 8 ++++---- .../cross_resonance/cross_resonance.py | 8 ++++---- .../cross_resonance/cross_resonance_sequences.py | 16 ++++++++-------- 3 files changed, 16 insertions(+), 16 deletions(-) diff --git a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/chevron.py b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/chevron.py index d1cc0a37c..80906fd01 100644 --- a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/chevron.py +++ b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/chevron.py @@ -95,16 +95,16 @@ def _acquisition( for setup in ["I", "X"]: target, control = pair sequence = PulseSequence() - control_drive_freq = platform.qubits[control].native_gates.RX.frequency + target_drive_freq = platform.qubits[target].native_gates.RX.frequency if setup == "X": rx_control = platform.create_RX_pulse(control, 0) - pulse = platform.create_RX_pulse(target, rx_control.finish) + pulse = platform.create_RX_pulse(control, rx_control.finish) sequence.add(rx_control) else: - pulse = platform.create_RX_pulse(target, 0) + pulse = platform.create_RX_pulse(control, 0) - pulse.frequency = control_drive_freq + pulse.frequency = target_drive_freq if params.pulse_amplitude is not None: pulse.amplitude = params.pulse_amplitude sequence.add(pulse) diff --git a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/cross_resonance.py b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/cross_resonance.py index 2c47b66cd..655a8bca2 100644 --- a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/cross_resonance.py +++ b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/cross_resonance.py @@ -65,16 +65,16 @@ def _acquisition( for setup in ["I", "X"]: target, control = pair sequence = PulseSequence() - control_drive_freq = platform.qubits[control].native_gates.RX.frequency + target_drive_freq = platform.qubits[target].native_gates.RX.frequency if setup == "X": rx_control = platform.create_RX_pulse(control, 0) - pulse = platform.create_RX_pulse(target, rx_control.finish) + pulse = platform.create_RX_pulse(control, rx_control.finish) sequence.add(rx_control) else: - pulse = platform.create_RX_pulse(target, 0) + pulse = platform.create_RX_pulse(control, 0) - pulse.frequency = control_drive_freq + pulse.frequency = target_drive_freq if params.pulse_amplitude is not None: pulse.amplitude = params.pulse_amplitude sequence.add(pulse) diff --git a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/cross_resonance_sequences.py b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/cross_resonance_sequences.py index 2a9eae5fb..1988212e7 100644 --- a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/cross_resonance_sequences.py +++ b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/cross_resonance_sequences.py @@ -108,25 +108,25 @@ def _acquisition( ExecutionParameters( nshots=params.nshots, relaxation_time=params.relaxation_time, - #acquisition_type=AcquisitionType.DISCRIMINATION, - acquisition_type=AcquisitionType.INTEGRATION, - #averaging_mode=AveragingMode.SINGLESHOT, - averaging_mode=AveragingMode.CYCLIC, + acquisition_type=AcquisitionType.DISCRIMINATION, + # acquisition_type=AcquisitionType.INTEGRATION, + averaging_mode=AveragingMode.SINGLESHOT, + # averaging_mode=AveragingMode.CYCLIC, ), ) # Store Results - #result = results[target].probability(state=0) result = results[target] print(result) data.register_qubit( CrossResonanceType, (target, control, setup, tgt_state), dict( - #prob=np.array([result]), length=np.array([duration]), - magnitude=np.array([result.magnitude]), - phase=np.array([result.phase]), + # magnitude=np.array([result.magnitude]), + # phase=np.array([result.phase]), + magnitude=np.array([result.probability(state=0)]), + phase=np.array([0]) ), ) From a2707d5696ddc45c55a9151b6d89bc75f07a3413 Mon Sep 17 00:00:00 2001 From: jevillegasdatTII Date: Sat, 21 Sep 2024 07:52:44 +0400 Subject: [PATCH 48/93] Update docs --- .../cross_resonance/cross_resonance_sequences.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/cross_resonance_sequences.py b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/cross_resonance_sequences.py index 1988212e7..5f6f6efa6 100644 --- a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/cross_resonance_sequences.py +++ b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/cross_resonance_sequences.py @@ -38,10 +38,10 @@ class CrossResonanceSeqData(Data): targets: [target, control] I: Q_C: Pulse(omega_T, t) - Q_T: Pulse(omega_T, t) - MZ + Q_T: wait - MZ X: Q_C: RX - Pulse(omega_T, t) - Q_T: - Pulse(omega_T, t) - MZ + Q_T: - wait - MZ """ data: dict[QubitId, npt.NDArray[CrossResonanceType]] = field(default_factory=dict) """Raw data acquired.""" From 585e758c4ef1f9f39fa6c68eed36611dd1256e3b Mon Sep 17 00:00:00 2001 From: Andrea Pasquale Date: Mon, 23 Sep 2024 19:33:30 +0400 Subject: [PATCH 49/93] refactor: improve readability Co-authored-by: Alessandro Candido --- src/qibocal/protocols/state_tomography.py | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/src/qibocal/protocols/state_tomography.py b/src/qibocal/protocols/state_tomography.py index 61dcde961..48b13cf1a 100644 --- a/src/qibocal/protocols/state_tomography.py +++ b/src/qibocal/protocols/state_tomography.py @@ -147,8 +147,7 @@ def _fit(data: StateTomographyData) -> StateTomographyResults: circuit.density_matrix = True total_density_matrix = NumpyBackend().execute_circuit(circuit=circuit).state() for i, qubit in enumerate(data.targets): - traced_qubits = list(range(len(data.qubits))) - traced_qubits.remove(i) + traced_qubits = [q for q in range(len(data.qubits)) if q != i] target_density_matrix = NumpyBackend().partial_trace_density_matrix( total_density_matrix, traced_qubits, len(data.qubits) ) From de9db2303e912aa0d1622a3ee3570f621b3584d4 Mon Sep 17 00:00:00 2001 From: Andrea Pasquale Date: Tue, 24 Sep 2024 10:21:39 +0400 Subject: [PATCH 50/93] refactor: Use None instead of 0 for detuning --- src/qibocal/protocols/ramsey/ramsey_signal.py | 22 +++++++++++++------ src/qibocal/protocols/ramsey/utils.py | 9 ++++---- 2 files changed, 20 insertions(+), 11 deletions(-) diff --git a/src/qibocal/protocols/ramsey/ramsey_signal.py b/src/qibocal/protocols/ramsey/ramsey_signal.py index 6f6bcfdf1..7ebc4ccc7 100644 --- a/src/qibocal/protocols/ramsey/ramsey_signal.py +++ b/src/qibocal/protocols/ramsey/ramsey_signal.py @@ -28,7 +28,7 @@ class RamseySignalParameters(Parameters): """Final delay between RX(pi/2) pulses in ns.""" delay_between_pulses_step: int """Step delay between RX(pi/2) pulses in ns.""" - detuning: Optional[int] = 0 + detuning: Optional[int] = None """Frequency detuning [Hz] (optional). If 0 standard Ramsey experiment is performed.""" unrolling: bool = False @@ -52,6 +52,9 @@ class RamseySignalResults(Results): fitted_parameters: dict[QubitId, list[float]] """Raw fitting output.""" + def is_detuned(self, qubit: QubitId): + return int(self.delta_phys[qubit][0]) != int(self.delta_fitting[qubit][0]) + RamseySignalType = np.dtype([("wait", np.float64), ("signal", np.float64)]) """Custom dtype for coherence routines.""" @@ -61,7 +64,7 @@ class RamseySignalResults(Results): class RamseySignalData(Data): """Ramsey acquisition outputs.""" - detuning: int + detuning: Optional[int] = None """Frequency detuning [Hz].""" qubit_freqs: dict[QubitId, float] = field(default_factory=dict) """Qubit freqs for each qubit.""" @@ -195,8 +198,13 @@ def _fit(data: RamseySignalData) -> RamseySignalResults: try: popt, perr = fitting(waits, signal) delta_fitting = popt[2] / (2 * np.pi) - sign = np.sign(data.detuning) if data.detuning != 0 else 1 - delta_phys = int(sign * (delta_fitting * GHZ_TO_HZ - np.abs(data.detuning))) + if data.detuning is not None: + sign = np.sign(data.detuning) + delta_phys = int( + sign * (delta_fitting * GHZ_TO_HZ - np.abs(data.detuning)) + ) + else: + delta_phys = int(sign * (delta_fitting * GHZ_TO_HZ)) corrected_qubit_frequency = int(qubit_freq - delta_phys) t2 = 1 / popt[4] freq_measure[qubit] = [ @@ -295,10 +303,10 @@ def _plot(data: RamseySignalData, target: QubitId, fit: RamseySignalResults = No def _update(results: RamseySignalResults, platform: Platform, target: QubitId): - if int(results.delta_phys[target][0]) == int(results.delta_fitting[target][0]): - update.t2(results.t2[target][0], platform, target) - else: + if results.is_detuned(target): update.drive_frequency(results.frequency[target][0], platform, target) + else: + update.t2(results.t2[target][0], platform, target) ramsey_signal = Routine(_acquisition, _fit, _plot, _update) diff --git a/src/qibocal/protocols/ramsey/utils.py b/src/qibocal/protocols/ramsey/utils.py index d3c3e95e3..8fdf18f11 100644 --- a/src/qibocal/protocols/ramsey/utils.py +++ b/src/qibocal/protocols/ramsey/utils.py @@ -21,8 +21,8 @@ def ramsey_sequence( platform: Platform, qubit: QubitId, - wait: Optional[int] = 0, - detuning: Optional[int] = 0, + wait: int = 0, + detuning: Optional[int] = None, ): """Pulse sequence used in Ramsey (detuned) experiments. @@ -41,8 +41,9 @@ def ramsey_sequence( ) # apply detuning: - first_pi_half_pulse.frequency += detuning - second_pi_half_pulse.frequency += detuning + if detuning is not None: + first_pi_half_pulse.frequency += detuning + second_pi_half_pulse.frequency += detuning readout_pulse = platform.create_qubit_readout_pulse( qubit, start=second_pi_half_pulse.finish ) From 11400799090e4b1d9a92a815be049234f075595f Mon Sep 17 00:00:00 2001 From: Andrea Date: Tue, 24 Sep 2024 11:06:57 +0400 Subject: [PATCH 51/93] refactor: Reduce code duplication in Ramsey experiments --- src/qibocal/protocols/ramsey/ramsey.py | 41 ++++--------------- src/qibocal/protocols/ramsey/ramsey_signal.py | 35 ++++------------ src/qibocal/protocols/ramsey/utils.py | 34 ++++++++++++++- 3 files changed, 51 insertions(+), 59 deletions(-) diff --git a/src/qibocal/protocols/ramsey/ramsey.py b/src/qibocal/protocols/ramsey/ramsey.py index f85244e77..b7f2061f5 100644 --- a/src/qibocal/protocols/ramsey/ramsey.py +++ b/src/qibocal/protocols/ramsey/ramsey.py @@ -13,14 +13,14 @@ from qibocal.auto.operation import Routine from qibocal.config import log -from ..utils import GHZ_TO_HZ, chi2_reduced, table_dict, table_html +from ..utils import table_dict, table_html from .ramsey_signal import ( RamseySignalData, RamseySignalParameters, RamseySignalResults, _update, ) -from .utils import fitting, ramsey_fit, ramsey_sequence +from .utils import fitting, process_fit, ramsey_fit, ramsey_sequence COLORBAND = "rgba(0,100,80,0.2)" COLORBAND_LINE = "rgba(255,255,255,0)" @@ -191,36 +191,13 @@ def _fit(data: RamseyData) -> RamseyResults: probs = qubit_data["prob"] try: popt, perr = fitting(waits, probs, qubit_data.errors) - - delta_fitting = popt[2] / (2 * np.pi) - sign = np.sign(data.detuning) if data.detuning != 0 else 1 - delta_phys = int(sign * (delta_fitting * GHZ_TO_HZ - np.abs(data.detuning))) - corrected_qubit_frequency = int(qubit_freq - delta_phys) - t2 = 1 / popt[4] - # TODO: check error formula - freq_measure[qubit] = ( - corrected_qubit_frequency, - perr[2] * GHZ_TO_HZ / (2 * np.pi), - ) - t2_measure[qubit] = (t2, perr[4] * (t2**2)) - popts[qubit] = popt - # TODO: check error formula - delta_phys_measure[qubit] = ( - -delta_phys, - perr[2] * GHZ_TO_HZ / (2 * np.pi), - ) - delta_fitting_measure[qubit] = ( - -delta_fitting * GHZ_TO_HZ, - perr[2] * GHZ_TO_HZ / (2 * np.pi), - ) - chi2[qubit] = ( - chi2_reduced( - probs, - ramsey_fit(waits, *popts[qubit]), - qubit_data.errors, - ), - np.sqrt(2 / len(probs)), - ) + ( + freq_measure[qubit], + t2_measure[qubit], + delta_phys_measure[qubit], + delta_fitting_measure[qubit], + popts[qubit], + ) = process_fit(popt, perr, qubit_freq, data.detuning) except Exception as e: log.warning(f"Ramsey fitting failed for qubit {qubit} due to {e}.") return RamseyResults( diff --git a/src/qibocal/protocols/ramsey/ramsey_signal.py b/src/qibocal/protocols/ramsey/ramsey_signal.py index 7ebc4ccc7..a2a2e2cca 100644 --- a/src/qibocal/protocols/ramsey/ramsey_signal.py +++ b/src/qibocal/protocols/ramsey/ramsey_signal.py @@ -14,8 +14,8 @@ from qibocal.auto.operation import Data, Parameters, Results, Routine from qibocal.config import log -from ..utils import GHZ_TO_HZ, table_dict, table_html -from .utils import fitting, ramsey_fit, ramsey_sequence +from ..utils import table_dict, table_html +from .utils import fitting, process_fit, ramsey_fit, ramsey_sequence @dataclass @@ -197,30 +197,13 @@ def _fit(data: RamseySignalData) -> RamseySignalResults: signal = qubit_data["signal"] try: popt, perr = fitting(waits, signal) - delta_fitting = popt[2] / (2 * np.pi) - if data.detuning is not None: - sign = np.sign(data.detuning) - delta_phys = int( - sign * (delta_fitting * GHZ_TO_HZ - np.abs(data.detuning)) - ) - else: - delta_phys = int(sign * (delta_fitting * GHZ_TO_HZ)) - corrected_qubit_frequency = int(qubit_freq - delta_phys) - t2 = 1 / popt[4] - freq_measure[qubit] = [ - corrected_qubit_frequency, - perr[2] * GHZ_TO_HZ / (2 * np.pi), - ] - t2_measure[qubit] = [t2, perr[4] * (t2**2)] - popts[qubit] = popt - delta_phys_measure[qubit] = [ - -delta_phys, - perr[2] * GHZ_TO_HZ / (2 * np.pi), - ] - delta_fitting_measure[qubit] = [ - -delta_fitting * GHZ_TO_HZ, - perr[2] * GHZ_TO_HZ / (2 * np.pi), - ] + ( + freq_measure[qubit], + t2_measure[qubit], + delta_phys_measure[qubit], + delta_fitting_measure[qubit], + popts[qubit], + ) = process_fit(popt, perr, qubit_freq, data.detuning) except Exception as e: log.warning(f"Ramsey fitting failed for qubit {qubit} due to {e}.") diff --git a/src/qibocal/protocols/ramsey/utils.py b/src/qibocal/protocols/ramsey/utils.py index 8fdf18f11..f7a4a8cb7 100644 --- a/src/qibocal/protocols/ramsey/utils.py +++ b/src/qibocal/protocols/ramsey/utils.py @@ -6,7 +6,7 @@ from qibolab.qubits import QubitId from scipy.optimize import curve_fit -from qibocal.protocols.utils import fallback_period, guess_period +from qibocal.protocols.utils import GHZ_TO_HZ, fallback_period, guess_period POPT_EXCEPTION = [0, 0, 0, 0, 1] """Fit parameters output to handle exceptions""" @@ -111,3 +111,35 @@ def fitting(x: list, y: list, errors: list = None) -> list: perr[4] / delta_x, ] return popt, perr + + +def process_fit( + popt: list[float], perr: list[float], qubit_frequency: float, detuning: float +): + """Processing Ramsey fitting results.""" + + delta_fitting = popt[2] / (2 * np.pi) + if detuning is not None: + sign = np.sign(detuning) + delta_phys = int(sign * (delta_fitting * GHZ_TO_HZ - np.abs(detuning))) + else: + delta_phys = int(delta_fitting * GHZ_TO_HZ) + + corrected_qubit_frequency = int(qubit_frequency - delta_phys) + t2 = 1 / popt[4] + new_frequency = [ + corrected_qubit_frequency, + perr[2] * GHZ_TO_HZ / (2 * np.pi), + ] + t2 = [t2, perr[4] * (t2**2)] + + delta_phys_measure = [ + -delta_phys, + perr[2] * GHZ_TO_HZ / (2 * np.pi), + ] + delta_fitting_measure = [ + -delta_fitting * GHZ_TO_HZ, + perr[2] * GHZ_TO_HZ / (2 * np.pi), + ] + + return new_frequency, t2, delta_phys_measure, delta_fitting_measure, popt From fed71083a632be5150bd0678e125e4e649022a32 Mon Sep 17 00:00:00 2001 From: Andrea Date: Tue, 24 Sep 2024 11:20:37 +0400 Subject: [PATCH 52/93] fix: Add back chi2 to Ramsey experiment --- src/qibocal/protocols/ramsey/ramsey.py | 11 ++++++++++- 1 file changed, 10 insertions(+), 1 deletion(-) diff --git a/src/qibocal/protocols/ramsey/ramsey.py b/src/qibocal/protocols/ramsey/ramsey.py index b7f2061f5..e6d1da2c2 100644 --- a/src/qibocal/protocols/ramsey/ramsey.py +++ b/src/qibocal/protocols/ramsey/ramsey.py @@ -13,7 +13,7 @@ from qibocal.auto.operation import Routine from qibocal.config import log -from ..utils import table_dict, table_html +from ..utils import chi2_reduced, table_dict, table_html from .ramsey_signal import ( RamseySignalData, RamseySignalParameters, @@ -198,6 +198,15 @@ def _fit(data: RamseyData) -> RamseyResults: delta_fitting_measure[qubit], popts[qubit], ) = process_fit(popt, perr, qubit_freq, data.detuning) + + chi2[qubit] = ( + chi2_reduced( + probs, + ramsey_fit(waits, *popts[qubit]), + qubit_data.errors, + ), + np.sqrt(2 / len(probs)), + ) except Exception as e: log.warning(f"Ramsey fitting failed for qubit {qubit} due to {e}.") return RamseyResults( From 7d52484094b26ae63aa25ed5bcf61e6f36c76c6a Mon Sep 17 00:00:00 2001 From: Andrea Date: Tue, 24 Sep 2024 11:22:59 +0400 Subject: [PATCH 53/93] doc: Update Ramsey doc --- doc/source/protocols/ramsey/ramsey.rst | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/doc/source/protocols/ramsey/ramsey.rst b/doc/source/protocols/ramsey/ramsey.rst index ed35278de..7b3e54e3f 100644 --- a/doc/source/protocols/ramsey/ramsey.rst +++ b/doc/source/protocols/ramsey/ramsey.rst @@ -56,8 +56,8 @@ The expected output is the following: :math:`T_2` and :math:`\Delta \omega` are determined by fitting the output signal using the formula presented above. -If the protocols is successful the drive frequency will be updated. For updating :math:`T_2` -the user is invited to run ``T2 experiment``. +If the protocols is successful the drive frequency will be updated only if a non-zero +detuning is provided. :math:`T_2` is updated only in the case where detuning is 0. Requirements ^^^^^^^^^^^^ From 41baa998e7b7d88e72bf3cd94639501db5ec7c33 Mon Sep 17 00:00:00 2001 From: Andrea Pasquale Date: Tue, 24 Sep 2024 15:22:20 +0400 Subject: [PATCH 54/93] Update doc/source/protocols/ramsey/ramsey.rst Co-authored-by: Alessandro Candido --- doc/source/protocols/ramsey/ramsey.rst | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/doc/source/protocols/ramsey/ramsey.rst b/doc/source/protocols/ramsey/ramsey.rst index 7b3e54e3f..f4c2f9adb 100644 --- a/doc/source/protocols/ramsey/ramsey.rst +++ b/doc/source/protocols/ramsey/ramsey.rst @@ -57,7 +57,7 @@ The expected output is the following: the formula presented above. If the protocols is successful the drive frequency will be updated only if a non-zero -detuning is provided. :math:`T_2` is updated only in the case where detuning is 0. +detuning is provided. :math:`T_2` is updated only in the case where detuning is not specified. Requirements ^^^^^^^^^^^^ From 4902a183cbb582c8e73abb7d56882e530865b21f Mon Sep 17 00:00:00 2001 From: Andrea Date: Tue, 24 Sep 2024 16:57:56 +0400 Subject: [PATCH 55/93] feat: Add detuning attribute --- src/qibocal/protocols/ramsey/ramsey.py | 1 + src/qibocal/protocols/ramsey/ramsey_signal.py | 8 ++++---- 2 files changed, 5 insertions(+), 4 deletions(-) diff --git a/src/qibocal/protocols/ramsey/ramsey.py b/src/qibocal/protocols/ramsey/ramsey.py index e6d1da2c2..dab69ecfe 100644 --- a/src/qibocal/protocols/ramsey/ramsey.py +++ b/src/qibocal/protocols/ramsey/ramsey.py @@ -210,6 +210,7 @@ def _fit(data: RamseyData) -> RamseyResults: except Exception as e: log.warning(f"Ramsey fitting failed for qubit {qubit} due to {e}.") return RamseyResults( + detuning=data.detuning, frequency=freq_measure, t2=t2_measure, delta_phys=delta_phys_measure, diff --git a/src/qibocal/protocols/ramsey/ramsey_signal.py b/src/qibocal/protocols/ramsey/ramsey_signal.py index a2a2e2cca..07bb695c4 100644 --- a/src/qibocal/protocols/ramsey/ramsey_signal.py +++ b/src/qibocal/protocols/ramsey/ramsey_signal.py @@ -40,6 +40,8 @@ class RamseySignalParameters(Parameters): class RamseySignalResults(Results): """Ramsey outputs.""" + detuning: float + """Qubit frequency detuning.""" frequency: dict[QubitId, Union[float, list[float]]] """Drive frequency [GHz] for each qubit.""" t2: dict[QubitId, Union[float, list[float]]] @@ -52,9 +54,6 @@ class RamseySignalResults(Results): fitted_parameters: dict[QubitId, list[float]] """Raw fitting output.""" - def is_detuned(self, qubit: QubitId): - return int(self.delta_phys[qubit][0]) != int(self.delta_fitting[qubit][0]) - RamseySignalType = np.dtype([("wait", np.float64), ("signal", np.float64)]) """Custom dtype for coherence routines.""" @@ -208,6 +207,7 @@ def _fit(data: RamseySignalData) -> RamseySignalResults: log.warning(f"Ramsey fitting failed for qubit {qubit} due to {e}.") return RamseySignalResults( + detuning=data.detuning, frequency=freq_measure, t2=t2_measure, delta_phys=delta_phys_measure, @@ -286,7 +286,7 @@ def _plot(data: RamseySignalData, target: QubitId, fit: RamseySignalResults = No def _update(results: RamseySignalResults, platform: Platform, target: QubitId): - if results.is_detuned(target): + if results.detuning is not None: update.drive_frequency(results.frequency[target][0], platform, target) else: update.t2(results.t2[target][0], platform, target) From 818be53dfe920d4cbc3e78135ba26af00cd982fc Mon Sep 17 00:00:00 2001 From: MatteoRobbiati Date: Tue, 24 Sep 2024 16:38:00 +0200 Subject: [PATCH 56/93] refactor: updating qq actions diagram --- doc/source/getting-started/qq_qibocal.svg | 12 +++++++++--- 1 file changed, 9 insertions(+), 3 deletions(-) diff --git a/doc/source/getting-started/qq_qibocal.svg b/doc/source/getting-started/qq_qibocal.svg index af9f0fa6b..068c90e88 100644 --- a/doc/source/getting-started/qq_qibocal.svg +++ b/doc/source/getting-started/qq_qibocal.svg @@ -1,6 +1,12 @@ -
    Qibocal actions
    qq auto
    qq acquire
    qq fit
    qq upload
    qq report
    qq compare
    qq update
    Update device platform
    Compare two executions of the same routine
    Collect results into a report
    Share your results
    Analyze your data
    Acquire data for your protocols
    Automated protocols execution
    Main actions
    Tools
     From 52d4992896661481de6819db3e86636ff5452d52 Mon Sep 17 00:00:00 2001 From: jevillegasdatTII Date: Wed, 25 Sep 2024 15:47:11 +0400 Subject: [PATCH 57/93] Updates in documentation and chevron frequency --- src/qibocal/protocols/__init__.py | 2 + .../two_qubit_interaction/__init__.py | 2 +- .../two_qubit_interaction/chevron/chevron.py | 2 +- .../cross_resonance/__init__.py | 1 + .../cross_resonance/chevron.py | 66 ++-- .../cross_resonance/chevron_frequency.py | 204 ++++++++++++ .../cross_resonance/cross_resonance.py | 180 ++++++----- .../cross_resonance_sequences.py | 156 ++++----- .../cross_resonance/dispersive_shift.py | 298 ++++++++++++++++++ .../cross_resonance/utils.py | 42 +++ 10 files changed, 748 insertions(+), 205 deletions(-) create mode 100644 src/qibocal/protocols/two_qubit_interaction/cross_resonance/chevron_frequency.py create mode 100644 src/qibocal/protocols/two_qubit_interaction/cross_resonance/dispersive_shift.py create mode 100644 src/qibocal/protocols/two_qubit_interaction/cross_resonance/utils.py diff --git a/src/qibocal/protocols/__init__.py b/src/qibocal/protocols/__init__.py index c0c0b9ce6..67bf7aacc 100644 --- a/src/qibocal/protocols/__init__.py +++ b/src/qibocal/protocols/__init__.py @@ -67,6 +67,7 @@ cross_resonance, cross_resonance_chevron, cross_resonance_sequences, + cross_resonance_chevron_frequency, cz_virtualz, cz_virtualz_signal, ) @@ -137,5 +138,6 @@ class Operation(Enum): calibrate_state_discrimination = calibrate_state_discrimination cross_resonance = cross_resonance cross_resonance_chevron = cross_resonance_chevron + cross_resonance_chevron_frequency = cross_resonance_chevron_frequency cross_resonance_sequences = cross_resonance_sequences state_tomography = state_tomography diff --git a/src/qibocal/protocols/two_qubit_interaction/__init__.py b/src/qibocal/protocols/two_qubit_interaction/__init__.py index 066edfbd9..382c3a520 100644 --- a/src/qibocal/protocols/two_qubit_interaction/__init__.py +++ b/src/qibocal/protocols/two_qubit_interaction/__init__.py @@ -1,5 +1,5 @@ from .chevron import chevron, chevron_signal from .chsh import chsh_circuits, chsh_pulses -from .cross_resonance import cross_resonance, cross_resonance_chevron, cross_resonance_sequences +from .cross_resonance import cross_resonance, cross_resonance_chevron, cross_resonance_sequences, cross_resonance_chevron_frequency from .cz_virtualz import cz_virtualz from .cz_virtualz_signal import cz_virtualz_signal diff --git a/src/qibocal/protocols/two_qubit_interaction/chevron/chevron.py b/src/qibocal/protocols/two_qubit_interaction/chevron/chevron.py index fd9b4de31..3ef26a0cd 100644 --- a/src/qibocal/protocols/two_qubit_interaction/chevron/chevron.py +++ b/src/qibocal/protocols/two_qubit_interaction/chevron/chevron.py @@ -232,7 +232,7 @@ def _plot(data: ChevronData, fit: ChevronResults, target: QubitPairId): rows=1, cols=2, subplot_titles=( - f"Qubit {target[0]} - Low Frequency", + f"Qubit {target[0]} - Target", f"Qubit {target[1]} - High Frequency", ), ) diff --git a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/__init__.py b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/__init__.py index a8f952394..ad49bf869 100644 --- a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/__init__.py +++ b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/__init__.py @@ -1,3 +1,4 @@ from .chevron import cross_resonance_chevron from .cross_resonance import cross_resonance from .cross_resonance_sequences import cross_resonance_sequences +from .chevron_frequency import cross_resonance_chevron_frequency \ No newline at end of file diff --git a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/chevron.py b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/chevron.py index 80906fd01..92d3b5891 100644 --- a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/chevron.py +++ b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/chevron.py @@ -20,12 +20,13 @@ ("amp", np.float64), ] ) -"""Custom dtype for resonator spectroscopy.""" +"""Custom dtype for cross resonance chevron.""" +STATES = ["I", "X"] @dataclass class CrossResonanceChevronParameters(Parameters): - """ResonatorSpectroscopy runcard inputs.""" + """cross resonance chevron runcard inputs.""" pulse_duration_start: float """Initial pi pulse duration [ns].""" @@ -59,12 +60,12 @@ def amplitude_factor_range(self): @dataclass class CrossResonanceChevronResults(Results): - """ResonatorSpectroscopy outputs.""" + """cross resonance chevron outputs.""" @dataclass class CrossResonanceChevronData(Data): - """Data structure for resonator spectroscopy with attenuation.""" + """Data structure for cross resonance chevron.""" data: dict[QubitId, npt.NDArray[CrossResonanceChevronType]] = field( default_factory=dict @@ -87,17 +88,17 @@ def _acquisition( platform: Platform, targets: list[QubitPairId], ) -> CrossResonanceChevronData: - """Data acquisition for resonator spectroscopy.""" + """Data acquisition for cross resonance chevron.""" data = CrossResonanceChevronData() for pair in targets: - for setup in ["I", "X"]: + for setup in STATES: target, control = pair sequence = PulseSequence() target_drive_freq = platform.qubits[target].native_gates.RX.frequency - if setup == "X": + if setup == STATES[1]: rx_control = platform.create_RX_pulse(control, 0) pulse = platform.create_RX_pulse(control, rx_control.finish) sequence.add(rx_control) @@ -163,41 +164,36 @@ def _plot( target: QubitPairId, fit: CrossResonanceChevronResults, ): - """Plotting function for ResonatorSpectroscopy.""" - # TODO: share colorbar - control_idle_data = data.data[target[0], target[1], "I"] - control_excited_data = data.data[target[0], target[1], "X"] + pair = target + figs = [] + + """Plotting function for Cross Resonance Chevron .""" fig = make_subplots( rows=1, cols=2, subplot_titles=( - f"Qubit {target[1]} - |0>", - f"Qubit {target[1]} - |1>", - ), - ) - fig.add_trace( - go.Heatmap( - x=control_idle_data.length, - y=control_idle_data.amp, - z=control_idle_data.prob, - name="Control at 0", + f"Control Q{pair[1]} = |{STATES[0]}>", + f"Control Q{pair[1]} = |{STATES[1]}>", ), - row=1, - col=1, ) - fig.add_trace( - go.Heatmap( - x=control_excited_data.length, - y=control_excited_data.amp, - z=control_excited_data.prob, - name="Control at 1", - ), - row=1, - col=2, - ) - - return [fig], "" + for i, setup in enumerate(STATES): + qubit_data = data.data[target[0], target[1], setup] + fig.add_trace( + go.Heatmap( + x=qubit_data.length, + y=qubit_data.amp, + z=qubit_data.prob, + name=f"Control at {setup}", + coloraxis="coloraxis" + ), + row=1, + col=i+1, + ) + fig.update_layout(coloraxis={'colorscale':'Plasma'}) + + figs.append(fig) + return figs, "" cross_resonance_chevron = Routine(_acquisition, _fit, _plot) diff --git a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/chevron_frequency.py b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/chevron_frequency.py new file mode 100644 index 000000000..8389e6335 --- /dev/null +++ b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/chevron_frequency.py @@ -0,0 +1,204 @@ +from dataclasses import dataclass, field +from typing import Optional + +import numpy as np +import numpy.typing as npt +import plotly.graph_objects as go +from plotly.subplots import make_subplots +from qibolab import AcquisitionType, AveragingMode, ExecutionParameters +from qibolab.platform import Platform +from qibolab.pulses import PulseSequence +from qibolab.qubits import QubitId, QubitPairId +from qibolab.sweeper import Parameter, Sweeper, SweeperType +from qibocal.protocols.utils import HZ_TO_GHZ +from qibocal.auto.operation import Data, Parameters, Results, Routine + +CrossResonanceChevronFrequencyType = np.dtype( + [ + ("length", np.float64), + ("freq", np.int64), + ("prob", np.float64), + ] +) +"""Custom dtype for resonator spectroscopy.""" + + +@dataclass +class CrossResonanceChevronFrequencyParameters(Parameters): + """ResonatorSpectroscopy runcard inputs.""" + + pulse_duration_start: float + """Initial pi pulse duration [ns].""" + pulse_duration_end: float + """Final pi pulse duration [ns].""" + pulse_duration_step: float + """Step pi pulse duration [ns].""" + freq_width: int + """Frequency range.""" + freq_step: int + """Frequency step size.""" + + pulse_amplitude: Optional[float] = None + + @property + def duration_range(self): + return np.arange( + self.pulse_duration_start, self.pulse_duration_end, self.pulse_duration_step + ) + + @property + def frequency_range(self): + return np.arange( + -self.freq_width/2, + self.freq_width/2, + self.freq_step, + ) +STATES = [0, 1] + +@dataclass +class CrossResonanceChevronFrequencyResults(Results): + """Chevron wih Frequency Cross Resonance Calibration outputs.""" + + +@dataclass +class CrossResonanceChevronFrequencyData(Data): + """Data structure for Chevron wih Frequency.""" + + data: dict[QubitId, npt.NDArray[CrossResonanceChevronFrequencyType]] = field( + default_factory=dict + ) + """Raw data acquired.""" + + def register_qubit(self, dtype, key, prob, freq, length): + """Store output for single qubit.""" + size = len(freq) * len(length) + frequency, duration = np.meshgrid(freq, length) + ar = np.empty(size, dtype=dtype) + ar["freq"] = frequency.ravel() + ar["length"] = duration.ravel() + ar["prob"] = prob.ravel() + self.data[key] = np.rec.array(ar) + + +def _acquisition( + params: CrossResonanceChevronFrequencyParameters, + platform: Platform, + targets: list[QubitPairId], +) -> CrossResonanceChevronFrequencyData: + """Data acquisition for Chevron wih Frequency.""" + + data = CrossResonanceChevronFrequencyData() + for pair in targets: + target, control = pair + for setup in STATES: + sequence = PulseSequence() + target_drive_freq = platform.qubits[target].native_gates.RX.frequency + + # add a RX control pulse if the setup is |1> + if setup == STATES[1]: + rx_control = platform.create_RX_pulse(control, 0) + pulse = platform.create_RX_pulse(control, rx_control.finish) + sequence.add(rx_control) + else: + pulse = platform.create_RX_pulse(control, 0) + + pulse.frequency = target_drive_freq + if params.pulse_amplitude is not None: + pulse.amplitude = params.pulse_amplitude + sequence.add(pulse) + + # add readout pulses + for qubit in pair: + sequence.add(platform.create_qubit_readout_pulse(qubit, start=pulse.finish)) + + # create a duration sweeper for the pulse duration + sweeper_duration = Sweeper( + Parameter.duration, + params.duration_range, + pulses=[pulse], + type=SweeperType.ABSOLUTE, + ) + + # create a frequency sweeper for the pulse frequency + sweeper_frequency = Sweeper( + Parameter.frequency, + params.frequency_range, + pulses=[pulse], + type=SweeperType.OFFSET, + ) + + # run the sweep + results = platform.sweep( + sequence, + ExecutionParameters( + nshots=params.nshots, + relaxation_time=params.relaxation_time, + acquisition_type=AcquisitionType.DISCRIMINATION, + averaging_mode=AveragingMode.SINGLESHOT, + ), + sweeper_duration, + sweeper_frequency, + ) + + # store the results for each qubit in the pair in the data object + # NOTE: Change this to use standard qibocal>auto>operation>Data>register_qubit + for qubit in pair: + data.register_qubit( + dtype=CrossResonanceChevronFrequencyType, + key=(qubit, target, control, setup), + prob=results[qubit].probability(state=1), + length=params.duration_range, + freq=pulse.frequency + params.frequency_range, + ) + + # return the data + return data + + +def _fit( + data:CrossResonanceChevronFrequencyData, +) -> CrossResonanceChevronFrequencyResults: + """Post-processing function for Chevron wih Frequency.""" + return CrossResonanceChevronFrequencyResults() + + +def _plot( + data: CrossResonanceChevronFrequencyData, + target: QubitPairId, + fit: CrossResonanceChevronFrequencyResults, +): + pair = target + """Plotting function for Chevron wih Frequency and Duration.""" + figs = [] + for qubit in pair: + fig = make_subplots( + rows=1, + cols=2, + subplot_titles=( + f"Q{qubit} , Control |{STATES[0]}>", + f"Q{qubit} , Control |{STATES[1]}>", + ), + ) + for i, setup in enumerate(STATES): + qubit_data = data.data[qubit, pair[0], pair[1], setup] + fig.add_trace( + go.Heatmap( + x=qubit_data.length, + y=qubit_data.freq * HZ_TO_GHZ, + z=qubit_data.prob, + name=f"Control at |{setup}>", + coloraxis="coloraxis" + ), + row=1, + col=i+1, + ) + fig.update_xaxes(title_text="Pulse Duration [ns]", row=1, col=i+1) + fig.update_yaxes(title_text="Frequency [GHz]", row=1, col=i+1) + fig.update_layout(coloraxis={'colorscale':'Plasma'}) + figs.append(fig) + + + return figs, "" + +cross_resonance_chevron_frequency = Routine(_acquisition, _fit, _plot) +"""CrossResonanceChevronFrequency Routine object.""" \ No newline at end of file diff --git a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/cross_resonance.py b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/cross_resonance.py index 655a8bca2..77eaca011 100644 --- a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/cross_resonance.py +++ b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/cross_resonance.py @@ -6,9 +6,12 @@ import plotly.graph_objects as go from qibolab import AcquisitionType, AveragingMode, ExecutionParameters from qibolab.platform import Platform +from qibolab.sweeper import Parameter, Sweeper, SweeperType + from qibolab.pulses import PulseSequence +from qibolab.native import NativePulse from qibolab.qubits import QubitId, QubitPairId -from qibolab.sweeper import Parameter, Sweeper, SweeperType +from qibolab.pulses import Pulse, Rectangular, PulseType, Gaussian from qibocal.auto.operation import Data, Parameters, Results, Routine @@ -18,12 +21,12 @@ ("length", np.int64), ] ) -"""Custom dtype for resonator spectroscopy.""" - +"""Custom dtype for Cross Resonance Gate Calibration.""" +STATES = [0,1] @dataclass class CrossResonanceParameters(Parameters): - """ResonatorSpectroscopy runcard inputs.""" + """Cross Resonance Gate Calibration runcard inputs.""" pulse_duration_start: float """Initial pi pulse duration [ns].""" @@ -43,12 +46,12 @@ def duration_range(self): @dataclass class CrossResonanceResults(Results): - """ResonatorSpectroscopy outputs.""" + """Cross Resonance Gate Calibration outputs.""" @dataclass class CrossResonanceData(Data): - """Data structure for resonator spectroscopy with attenuation.""" + """Data structure for rCross Resonance Gate Calibration.""" data: dict[QubitId, npt.NDArray[CrossResonanceType]] = field(default_factory=dict) """Raw data acquired.""" @@ -57,91 +60,116 @@ class CrossResonanceData(Data): def _acquisition( params: CrossResonanceParameters, platform: Platform, targets: list[QubitPairId] ) -> CrossResonanceData: - """Data acquisition for resonator spectroscopy.""" + """Data acquisition for Cross Resonance Gate Calibration.""" data = CrossResonanceData() for pair in targets: - for setup in ["I", "X"]: - target, control = pair - sequence = PulseSequence() - target_drive_freq = platform.qubits[target].native_gates.RX.frequency - - if setup == "X": - rx_control = platform.create_RX_pulse(control, 0) - pulse = platform.create_RX_pulse(control, rx_control.finish) - sequence.add(rx_control) - else: - pulse = platform.create_RX_pulse(control, 0) - - pulse.frequency = target_drive_freq - if params.pulse_amplitude is not None: - pulse.amplitude = params.pulse_amplitude - sequence.add(pulse) - sequence.add( - platform.create_qubit_readout_pulse(target, start=pulse.finish) - ) - - sweeper_duration = Sweeper( - Parameter.duration, - params.duration_range, - pulses=[pulse], - type=SweeperType.ABSOLUTE, - ) - - results = platform.sweep( - sequence, - ExecutionParameters( - nshots=params.nshots, - relaxation_time=params.relaxation_time, - acquisition_type=AcquisitionType.DISCRIMINATION, - averaging_mode=AveragingMode.SINGLESHOT, - ), - sweeper_duration, - ) + for ctr_setup in STATES: + for tgt_setup in STATES: + target, control = pair + tgt_native_rx:NativePulse = platform.qubits[target].native_gates.RX.pulse(start=0) + ctr_native_rx:NativePulse = platform.qubits[control].native_gates.RX.pulse(start=0) + + sequence = PulseSequence() + next_start = 0 + if tgt_setup == STATES[1]: + sequence.add(tgt_native_rx) + next_start = tgt_native_rx.finish + + if ctr_setup == STATES[1]: + sequence.add(ctr_native_rx) + next_start = max(ctr_native_rx.finish, next_start) + + cr_pulse: Pulse = Pulse(start=next_start, + duration=4, + amplitude=ctr_native_rx.amplitude, + frequency=tgt_native_rx.frequency, # control frequency + relative_phase=0, + shape=Gaussian(5), + qubit=control, + channel= ctr_native_rx.channel ,type=PulseType.DRIVE + ) + + if params.pulse_amplitude is not None: + cr_pulse.amplitude = params.pulse_amplitude + + sequence.add(cr_pulse) + + for qubit in pair: + sequence.add(platform.create_qubit_readout_pulse(qubit, start=cr_pulse.finish)) + + sweeper_duration = Sweeper( + parameter = Parameter.duration, + values = params.duration_range, + pulses=[cr_pulse], + type=SweeperType.ABSOLUTE, + ) + + results = platform.sweep( + sequence, + ExecutionParameters( + nshots=params.nshots, + relaxation_time=params.relaxation_time, + acquisition_type=AcquisitionType.DISCRIMINATION, + averaging_mode=AveragingMode.SINGLESHOT, + ), + sweeper_duration, + ) + + # store the results + for qubit in pair: + probability = results[qubit].probability(state=1) + data.register_qubit( + CrossResonanceType, + (qubit, target, control, tgt_setup, ctr_setup), + dict( + prob=probability, + length=params.duration_range, + ), + ) - # store the results - prob1 = results[target].probability(state=0) - data.register_qubit( - CrossResonanceType, - (target, control, setup), - dict( - prob=prob1, - length=params.duration_range, - ), - ) - # finally, save the remaining data return data def _fit( data: CrossResonanceData, ) -> CrossResonanceResults: - """Post-processing function for ResonatorSpectroscopy.""" + """Post-processing function for Cross Resonance Gate Calibration.""" return CrossResonanceResults() def _plot(data: CrossResonanceData, target: QubitPairId, fit: CrossResonanceResults): - """Plotting function for ResonatorSpectroscopy.""" - # TODO: share colorbar - control_idle_data = data.data[target[0], target[1], "I"] - control_excited_data = data.data[target[0], target[1], "X"] - fig = go.Figure() - fig.add_trace( - go.Scatter( - x=control_idle_data.length, y=control_idle_data.prob, name="Control at 0" - ), - ) - - fig.add_trace( - go.Scatter( - x=control_excited_data.length, - y=control_excited_data.prob, - name="Control at 1", - ), - ) - - return [fig], "" + """Plotting function for Cross Resonance Gate Calibration.""" + + figs = [] + for ro_qubit in target: + fig = go.Figure() + for ctr_setup in STATES: + i_data = data.data[ro_qubit, target[0], target[1], STATES[0], ctr_setup] + x_data = data.data[ro_qubit, target[0], target[1], STATES[1], ctr_setup] + fig.add_trace( + go.Scatter( + x=i_data.length, y=i_data.prob, + name= f"Target: |{STATES[0]}>, Control: |{ctr_setup}>", + ), + ) + fig.add_trace( + go.Scatter( + x=x_data.length, y=x_data.prob, + name= f"Target: |{STATES[1]}>, Control: |{ctr_setup}>", + mode='lines', line={'dash': 'dash'}, + ), + ) + fig.update_layout( + title=f"Qubit {ro_qubit}", + xaxis_title="CR Pulse Length (ns)", + yaxis_title="Excited State Probability", + ) + + figs.append(fig) + + return figs, "" cross_resonance = Routine(_acquisition, _fit, _plot) """CrossResonance Sequences Routine object.""" diff --git a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/cross_resonance_sequences.py b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/cross_resonance_sequences.py index 5f6f6efa6..09f0d99f7 100644 --- a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/cross_resonance_sequences.py +++ b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/cross_resonance_sequences.py @@ -19,6 +19,7 @@ ("length", np.int64), ] ) +STATES = [0,1] """Custom dtype for Cross Resonance Gate Calibration using Sequences.""" @@ -55,54 +56,48 @@ def _acquisition( data = CrossResonanceSeqData() + for pair in targets: - for setup in ["I", "X"]: - for tgt_state in [0,1]: + for ctr_setup in STATES: + for tgt_setup in STATES: # sweep the parameter for duration in params.duration_range: target, control = pair - sequence = PulseSequence() - tg_native_rx:NativePulse = platform.qubits[target].native_gates.RX.pulse(start=0) - cr_native_rx:NativePulse = platform.qubits[control].native_gates.RX.pulse(start=0) + # tgt_native_rx:NativePulse = platform.qubits[target].native_gates.RX.pulse(start=0) + # ctr_native_rx:NativePulse = platform.qubits[control].native_gates.RX.pulse(start=0) + ctr_native_rx = platform.create_RX_pulse(control, 0) + tgt_native_rx = platform.create_RX_pulse(target, 0) + + sequence = PulseSequence() next_start = 0 - if tgt_state == 1: - sequence.add(tg_native_rx) - next_start = tg_native_rx.finish - if setup == "X": - sequence.add(cr_native_rx) - next_start = max(cr_native_rx.finish, next_start) + if tgt_setup == STATES[1]: + sequence.add(tgt_native_rx) + next_start = tgt_native_rx.finish + + if ctr_setup == STATES[1]: + sequence.add(ctr_native_rx) + next_start = max(ctr_native_rx.finish, next_start) - # tg_pulse: Pulse = Pulse(start=next_start, - # duration=duration, - # amplitude=tg_native_rx.amplitude, - # frequency=cr_native_rx.frequency, # control frequency - # relative_phase=0, - # shape=Gaussian(5), - # qubit=target, - # channel= tg_native_rx.channel ,type=PulseType.DRIVE - # ) cr_pulse: Pulse = Pulse(start=next_start, - duration=duration, - amplitude=cr_native_rx.amplitude, - frequency=tg_native_rx.frequency, # control frequency + duration=4, + amplitude=ctr_native_rx.amplitude, + frequency=tgt_native_rx.frequency, # control frequency relative_phase=0, - shape=Gaussian(5), + shape=Rectangular(), qubit=control, - channel= cr_native_rx.channel ,type=PulseType.DRIVE + channel= ctr_native_rx.channel ,type=PulseType.DRIVE ) if params.pulse_amplitude is not None: cr_pulse.amplitude = params.pulse_amplitude - # tg_pulse.amplitude = params.pulse_amplitude - + sequence.add(cr_pulse) - #sequence.add(tg_pulse) - ro_pulse = platform.create_qubit_readout_pulse(target, start=cr_pulse.finish) - sequence.add(ro_pulse) - + for qubit in pair: + sequence.add(platform.create_qubit_readout_pulse(qubit, start=cr_pulse.finish)) + results = platform.execute_pulse_sequence( sequence, ExecutionParameters( @@ -116,18 +111,15 @@ def _acquisition( ) # Store Results - result = results[target] - print(result) - data.register_qubit( - CrossResonanceType, - (target, control, setup, tgt_state), - dict( - length=np.array([duration]), - # magnitude=np.array([result.magnitude]), - # phase=np.array([result.phase]), - magnitude=np.array([result.probability(state=0)]), - phase=np.array([0]) - ), + for qubit in pair: + probability = results[qubit].probability(state=0) + data.register_qubit( + CrossResonanceType, + (qubit, target, control, tgt_setup, ctr_setup), + dict( + prob=[probability], + length=[duration], + ), ) return data @@ -142,55 +134,35 @@ def _fit( def _plot(data: CrossResonanceSeqData, target: QubitPairId, fit: CrossResonanceSeqResults): """Plotting function for Cross Resonance Gate Calibration using Sequences.""" - - control_idle_data = data.data[target[0], target[1], "I", 0] - control_excited_data = data.data[target[0], target[1], "X", 0] - control_idle_data_1 = data.data[target[0], target[1], "I", 1] - control_excited_data_1 = data.data[target[0], target[1], "X", 1] - fig = go.Figure() - fig.add_trace( - go.Scatter( - x=control_idle_data.length, - y=control_idle_data.magnitude, - name="Control at |0>, Target at |0>" - ), - ) - - fig.add_trace( - go.Scatter( - x=control_excited_data.length, - y=control_excited_data.magnitude, - name="Control at |1>, Target at |0>", - ), - ) - - fig.add_trace( - go.Scatter( - x=control_idle_data_1.length, - y=control_idle_data_1.magnitude, - mode='lines', line={'dash': 'dash'}, - name="Control at |0>, Target at |1>" - ), - ) - - fig.add_trace( - go.Scatter( - x=control_excited_data_1.length, - y=control_excited_data_1.magnitude, - mode='lines', line={'dash': 'dash'}, - name="Control at |1>, Target at |1>", - ), - ) - - - - fig.update_layout( - showlegend=True, - xaxis_title="Gate duration (ns)", - yaxis_title="Signal [a.u.]" - ) - - return [fig], "" + figs = [] + pair_labels = ["Target", "Control"] + for ro_qubit, label in zip(target, pair_labels): + fig = go.Figure() + for ctr_setup in STATES: + i_data = data.data[ro_qubit, target[0], target[1], STATES[0], ctr_setup] + x_data = data.data[ro_qubit, target[0], target[1], STATES[1], ctr_setup] + fig.add_trace( + go.Scatter( + x=i_data.length, y=i_data.prob, + name= f"Target: |{STATES[0]}>, Control: |{ctr_setup}>", + ), + ) + fig.add_trace( + go.Scatter( + x=x_data.length, y=x_data.prob, + name= f"Target: |{STATES[1]}>, Control: |{ctr_setup}>", + mode='lines', line={'dash': 'dash'}, + ), + ) + fig.update_layout( + title=f"Qubit {ro_qubit}: {label}", + xaxis_title="CR Pulse Length (ns)", + yaxis_title="Excited State Probability", + ) + + figs.append(fig) + + return figs, "" cross_resonance_sequences = Routine(_acquisition, _fit, _plot) diff --git a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/dispersive_shift.py b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/dispersive_shift.py new file mode 100644 index 000000000..aff9718b5 --- /dev/null +++ b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/dispersive_shift.py @@ -0,0 +1,298 @@ +from dataclasses import asdict, dataclass, field + +import numpy as np +import numpy.typing as npt +import plotly.graph_objects as go +from plotly.subplots import make_subplots +from qibolab import AcquisitionType, AveragingMode, ExecutionParameters +from qibolab.platform import Platform +from qibolab.pulses import PulseSequence +from qibolab.qubits import QubitId, QubitPairId +from qibolab.sweeper import Parameter, Sweeper, SweeperType + +from qibocal import update +from qibocal.auto.operation import Data, Parameters, Results, Routine +from qibocal.protocols.utils import ( + HZ_TO_GHZ, + lorentzian, + lorentzian_fit, + table_dict, + table_html, +) + + +@dataclass +class DispersiveShiftParameters(Parameters): + """Dispersive shift inputs.""" + + freq_width: int + """Width [Hz] for frequency sweep relative to the readout frequency [Hz].""" + freq_step: int + """Frequency step for sweep [Hz].""" + + @property + def delta_frequency_range(self): + return np.arange( + -self.freq_width / 2, self.freq_width / 2, self.freq_step + ) + +@dataclass +class DispersiveShiftResults(Results): + """Dispersive shift outputs.""" + + frequency_state_zero: dict[QubitId, float] + """State zero frequency.""" + frequency_state_one: dict[QubitId, float] + """State one frequency.""" + fitted_parameters_state_zero: dict[QubitId, list[float]] + """Fitted parameters state zero.""" + fitted_parameters_state_one: dict[QubitId, list[float]] + """Fitted parameters state one.""" + best_freq: dict[QubitId, float] + """Readout frequency that maximizes the distance of ground and excited states in iq-plane""" + + @property + def state_zero(self): + return {key: value for key, value in asdict(self).items() if "zero" in key} + + @property + def state_one(self): + return {key: value for key, value in asdict(self).items() if "one" in key} + + +DispersiveShiftType = np.dtype( + [ + ("freq", np.float64), + ("i", np.float64), + ("q", np.float64), + ("signal", np.float64), + ("phase", np.float64), + ] +) +"""Custom dtype for dispersive shift.""" + + +@dataclass +class DispersiveShiftData(Data): + """Dispersive shift acquisition outputs.""" + + resonator_type: str + """Resonance type.""" + + data: dict[tuple[QubitPairId, int], npt.NDArray[DispersiveShiftType]] = field( + default_factory=dict + ) + +STATES = [0,1] +def _acquisition( + params: DispersiveShiftParameters, platform: Platform, targets: list[QubitPairId] +) -> DispersiveShiftData: + r""" + Data acquisition for the two qubit dispersive shift experiment. + Perform spectroscopy on one of the qubits while the second qubit is in ground and excited state, showing + the first qubit shift produced by the coupling between the them qubit. + This procedure is repeated useful to determine the qubit driven dispersive shift, which is a measure of the + strength of the coupling between the qubits, given by $2\chi = J^2/\Delta$ + + Args: + params (DispersiveShiftParameters): experiment's parameters + platform (Platform): Qibolab platform object + targets (list): list of target qubit pairs to perform the experiment on + + """ + + # create 2 sequences of pulses for the experiment: + # sequence[0]: Q0: I - MZ + # Q1: I + # sequence[1]: Q0: I - MZ + # Q1: RX + + sequence = PulseSequence() + + # Cannot be done in parallel because of possible overlaps between qubits + for pair in targets: + target, control = pair + + for setup in STATES: + # add a RX control pulse if the setup is |1> + if setup == STATES[1]: + rx_control = platform.create_RX_pulse(control, 0) + sequence.add(rx_control) + qd_pulse= platform.create_RX_pulse(target, rx_control.finish) + else: + qd_pulse = platform.create_RX_pulse(target, 0) + sequence.add(qd_pulse) + + ro_pulses = platform.create_qubit_readout_pulse(target, start=qd_pulse.finish) + sequence.add(ro_pulses) + + # create a DataUnits objects to store the results + data = DispersiveShiftData(resonator_type=platform.resonator_type) + sweeper = Sweeper( + Parameter.frequency, + params.delta_frequency_range, + pulses=qd_pulse, + type=SweeperType.OFFSET, + ) + + result = platform.sweep( + sequence, + params.execution_parameters, + sweeper, + ) + + # retrieve the results for every qubit + data.register_qubit( + DispersiveShiftType, + (pair, setup), + dict( + freq=qd_pulse.frequency + params.delta_frequency_range, + signal=result.magnitude, + phase=result.phase, + i=result.voltage_i, + q=result.voltage_q, + ), + ) + return data + + +def _fit(data: DispersiveShiftData) -> DispersiveShiftResults: + """Post-Processing for dispersive shift""" + + return DispersiveShiftResults() + + +def _plot(data: DispersiveShiftData, target: QubitPairId, fit: DispersiveShiftResults): + """Plotting function for dispersive shift.""" + figures = [] + pair = target + fig = make_subplots( + rows=1, + cols=2, + horizontal_spacing=0.1, + vertical_spacing=0.1, + subplot_titles=( + "Signal [a.u.]", + "phase [rad]", + ), + ) + # iterate over multiple data folders + + fitting_report = "" + + + for setup in STATES: + qubit_data = data[pair, setup] + qubit_fit= fit[setup] if fit is not None else None + + opacity = 1 + frequencies = qubit_data.freq * HZ_TO_GHZ + fig.add_trace( + go.Scatter( + x=frequencies, + y=qubit_data.signal, + opacity=opacity, + name=f"State {setup}", + showlegend=True, + legendgroup=f"State {setup}", + ), + row=1, + col=1, + ) + fig.add_trace( + go.Scatter( + x=frequencies, + y=qubit_data.phase, + opacity=opacity, + showlegend=False, + legendgroup=f"State {setup}", + ), + row=1, + col=2, + ) + + if fit is not None: + freqrange = np.linspace( + min(frequencies), + max(frequencies), + 2 * len(qubit_data), + ) + params = qubit_fit[pair][setup] + fig.add_trace( + go.Scatter( + x=freqrange, + y=lorentzian(freqrange, *params), + name=f"State {setup} Fit", + line=go.scatter.Line(dash="dot"), + ), + row=1, + col=1, + ) + + if fit is not None: + fig.add_trace( + go.Scatter( + x=[ + fit.best_freq[pair] * HZ_TO_GHZ, + fit.best_freq[pair] * HZ_TO_GHZ, + ], + y=[ + np.min(np.concatenate((data[pair, STATES[0]].signal, data[pair, STATES[0]].signal))), + np.max(np.concatenate((data[pair, STATES[0]].signal, data[pair, STATES[1]].signal))), + ], + mode="lines", + line=go.scatter.Line(color="orange", width=3, dash="dash"), + name="Best frequency", + ), + row=1, + col=1, + ) + + fig.add_vline( + x=fit.best_freq[pair] * HZ_TO_GHZ, + line=dict(color="orange", width=3, dash="dash"), + row=1, + col=1, + ) + fitting_report = table_html( + table_dict( + pair, + [ + "State Zero Frequency [Hz]", + "State One Frequency [Hz]", + "Chi [Hz]", + "Best Frequency [Hz]", + ], + np.round( + [ + qubit_fit[pair][STATES[0]], + qubit_fit[pair][STATES[1]], + ( + qubit_fit[pair][STATES[0]] + - qubit_fit[pair][STATES[1]] + ) + / 2, + fit.best_freq[pair], + ] + ), + ) + ) + fig.update_layout( + showlegend=True, + xaxis_title="Frequency [GHz]", + yaxis_title="Signal [a.u.]", + xaxis2_title="Frequency [GHz]", + yaxis2_title="Phase [rad]", + ) + + figures.append(fig) + + return figures, fitting_report + + +# def _update(results: DispersiveShiftResults, platform: Platform, target: QubitId): +# update.readout_frequency(results.best_freq[target], platform, target) + + +cross_resonance_dispersive_shift = Routine(_acquisition, _fit, _plot) +"""Dispersive shift Routine object.""" diff --git a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/utils.py b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/utils.py new file mode 100644 index 000000000..c07986afc --- /dev/null +++ b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/utils.py @@ -0,0 +1,42 @@ +from qibolab.pulses import PulseSequence +from qibolab.qubits import QubitId, QubitPairId +from qibolab.pulses import Pulse, Rectangular, PulseType, Gaussian +from qibolab.native import NativePulse +from qibolab.platform import Platform +from qibolab.qubits import QubitId, QubitPairId + +def cr_pulse_sequence(platform: Platform, pair: QubitPairId, setup: tuple, duration:int=0, amplitude:int = None): + target, control = pair + tgt_setup, ctr_setup = setup + tgt_native_rx:NativePulse = platform.qubits[target].native_gates.RX.pulse(start=0) + ctr_native_rx:NativePulse = platform.qubits[control].native_gates.RX.pulse(start=0) + + sequence = PulseSequence() + next_start = 0 + if tgt_setup == 1: + sequence.add(tgt_native_rx) + next_start = tgt_native_rx.finish + + if ctr_setup == 1: + sequence.add(ctr_native_rx) + next_start = max(ctr_native_rx.finish, next_start) + + cr_pulse: Pulse = Pulse(start=next_start, + duration=duration, + amplitude=ctr_native_rx.amplitude, + frequency=tgt_native_rx.frequency, # control frequency + relative_phase=0, + shape=Gaussian(5), + qubit=control, + channel= ctr_native_rx.channel ,type=PulseType.DRIVE + ) + + if amplitude is not None: + cr_pulse.amplitude = amplitude + + sequence.add(cr_pulse) + + #for qubit in pair: + sequence.add(platform.create_qubit_readout_pulse(target, start=cr_pulse.finish)) + + return sequence, cr_pulse \ No newline at end of file From 7985fb1c3dc14ebc7b7e2dea9f9eed6242a9bd68 Mon Sep 17 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zwn@bu&z#%>pvqnc(nc0Y_<`-V=A36H9hI{k`4@U~{m)`yww%ubGzPiYh-W|o#?f3{ zKr0U)c)AD62;)485c5e3G7WV}3Lb6wFu_>5Au zFjSm!&1`BZqvpE^+G@K8jf@Pu*T?Rmb82U zd%|wEhzVDDd?3-U7aA`OO+^e{c{r{7&>ym^J4MeGZ-^0a!Cf15UxV7kP{2EoIqGo$la5 wUk^+0%!Pj+|MZKzhv@6^|KtB@JIJ87OX5{=)Gqnclh$3ZvbQ9jx&H9q0MQheC;$Ke literal 0 HcmV?d00001 diff --git a/doc/source/protocols/readout_optimization.rst b/doc/source/protocols/readout_optimization.rst new file mode 100644 index 000000000..e9a1574d3 --- /dev/null +++ b/doc/source/protocols/readout_optimization.rst @@ -0,0 +1,32 @@ +Readout optimization +==================== + +Qibocal provides a protocol to improve the readout pulse amplitude by optimize +the assignment fidelity. + +Parameters +^^^^^^^^^^ + +.. autoclass:: qibocal.protocols.readout_optimization.resonator_amplitude.ResonatorAmplitudeParameters + :noindex: + + +Example +^^^^^^^ + +It follows an example runcard of the resonator amplitude routine with the plot +generated in the report. + +.. code-block:: yaml + + - id: resonator_amplitude + operation: resonator_amplitude + parameters: + amplitude_step: 0.0005 + amplitude_start: 0.001 + amplitude_stop: 0.005 + +As shown in the picture below, the protocol sweeps the readout amplitude and evaluates +the probability errors + +.. image:: readout_amplitude.png From 1da4d518eb30577a1f9d5ed104808f7d54fe6795 Mon Sep 17 00:00:00 2001 From: jevillegasdatTII Date: Fri, 27 Sep 2024 11:09:46 +0400 Subject: [PATCH 59/93] remove test not ready for PR --- .../cross_resonance/dispersive_shift.py | 298 ------------------ 1 file changed, 298 deletions(-) delete mode 100644 src/qibocal/protocols/two_qubit_interaction/cross_resonance/dispersive_shift.py diff --git a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/dispersive_shift.py b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/dispersive_shift.py deleted file mode 100644 index aff9718b5..000000000 --- a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/dispersive_shift.py +++ /dev/null @@ -1,298 +0,0 @@ -from dataclasses import asdict, dataclass, field - -import numpy as np -import numpy.typing as npt -import plotly.graph_objects as go -from plotly.subplots import make_subplots -from qibolab import AcquisitionType, AveragingMode, ExecutionParameters -from qibolab.platform import Platform -from qibolab.pulses import PulseSequence -from qibolab.qubits import QubitId, QubitPairId -from qibolab.sweeper import Parameter, Sweeper, SweeperType - -from qibocal import update -from qibocal.auto.operation import Data, Parameters, Results, Routine -from qibocal.protocols.utils import ( - HZ_TO_GHZ, - lorentzian, - lorentzian_fit, - table_dict, - table_html, -) - - -@dataclass -class DispersiveShiftParameters(Parameters): - """Dispersive shift inputs.""" - - freq_width: int - """Width [Hz] for frequency sweep relative to the readout frequency [Hz].""" - freq_step: int - """Frequency step for sweep [Hz].""" - - @property - def delta_frequency_range(self): - return np.arange( - -self.freq_width / 2, self.freq_width / 2, self.freq_step - ) - -@dataclass -class DispersiveShiftResults(Results): - """Dispersive shift outputs.""" - - frequency_state_zero: dict[QubitId, float] - """State zero frequency.""" - frequency_state_one: dict[QubitId, float] - """State one frequency.""" - fitted_parameters_state_zero: dict[QubitId, list[float]] - """Fitted parameters state zero.""" - fitted_parameters_state_one: dict[QubitId, list[float]] - """Fitted parameters state one.""" - best_freq: dict[QubitId, float] - """Readout frequency that maximizes the distance of ground and excited states in iq-plane""" - - @property - def state_zero(self): - return {key: value for key, value in asdict(self).items() if "zero" in key} - - @property - def state_one(self): - return {key: value for key, value in asdict(self).items() if "one" in key} - - -DispersiveShiftType = np.dtype( - [ - ("freq", np.float64), - ("i", np.float64), - ("q", np.float64), - ("signal", np.float64), - ("phase", np.float64), - ] -) -"""Custom dtype for dispersive shift.""" - - -@dataclass -class DispersiveShiftData(Data): - """Dispersive shift acquisition outputs.""" - - resonator_type: str - """Resonance type.""" - - data: dict[tuple[QubitPairId, int], npt.NDArray[DispersiveShiftType]] = field( - default_factory=dict - ) - -STATES = [0,1] -def _acquisition( - params: DispersiveShiftParameters, platform: Platform, targets: list[QubitPairId] -) -> DispersiveShiftData: - r""" - Data acquisition for the two qubit dispersive shift experiment. - Perform spectroscopy on one of the qubits while the second qubit is in ground and excited state, showing - the first qubit shift produced by the coupling between the them qubit. - This procedure is repeated useful to determine the qubit driven dispersive shift, which is a measure of the - strength of the coupling between the qubits, given by $2\chi = J^2/\Delta$ - - Args: - params (DispersiveShiftParameters): experiment's parameters - platform (Platform): Qibolab platform object - targets (list): list of target qubit pairs to perform the experiment on - - """ - - # create 2 sequences of pulses for the experiment: - # sequence[0]: Q0: I - MZ - # Q1: I - # sequence[1]: Q0: I - MZ - # Q1: RX - - sequence = PulseSequence() - - # Cannot be done in parallel because of possible overlaps between qubits - for pair in targets: - target, control = pair - - for setup in STATES: - # add a RX control pulse if the setup is |1> - if setup == STATES[1]: - rx_control = platform.create_RX_pulse(control, 0) - sequence.add(rx_control) - qd_pulse= platform.create_RX_pulse(target, rx_control.finish) - else: - qd_pulse = platform.create_RX_pulse(target, 0) - sequence.add(qd_pulse) - - ro_pulses = platform.create_qubit_readout_pulse(target, start=qd_pulse.finish) - sequence.add(ro_pulses) - - # create a DataUnits objects to store the results - data = DispersiveShiftData(resonator_type=platform.resonator_type) - sweeper = Sweeper( - Parameter.frequency, - params.delta_frequency_range, - pulses=qd_pulse, - type=SweeperType.OFFSET, - ) - - result = platform.sweep( - sequence, - params.execution_parameters, - sweeper, - ) - - # retrieve the results for every qubit - data.register_qubit( - DispersiveShiftType, - (pair, setup), - dict( - freq=qd_pulse.frequency + params.delta_frequency_range, - signal=result.magnitude, - phase=result.phase, - i=result.voltage_i, - q=result.voltage_q, - ), - ) - return data - - -def _fit(data: DispersiveShiftData) -> DispersiveShiftResults: - """Post-Processing for dispersive shift""" - - return DispersiveShiftResults() - - -def _plot(data: DispersiveShiftData, target: QubitPairId, fit: DispersiveShiftResults): - """Plotting function for dispersive shift.""" - figures = [] - pair = target - fig = make_subplots( - rows=1, - cols=2, - horizontal_spacing=0.1, - vertical_spacing=0.1, - subplot_titles=( - "Signal [a.u.]", - "phase [rad]", - ), - ) - # iterate over multiple data folders - - fitting_report = "" - - - for setup in STATES: - qubit_data = data[pair, setup] - qubit_fit= fit[setup] if fit is not None else None - - opacity = 1 - frequencies = qubit_data.freq * HZ_TO_GHZ - fig.add_trace( - go.Scatter( - x=frequencies, - y=qubit_data.signal, - opacity=opacity, - name=f"State {setup}", - showlegend=True, - legendgroup=f"State {setup}", - ), - row=1, - col=1, - ) - fig.add_trace( - go.Scatter( - x=frequencies, - y=qubit_data.phase, - opacity=opacity, - showlegend=False, - legendgroup=f"State {setup}", - ), - row=1, - col=2, - ) - - if fit is not None: - freqrange = np.linspace( - min(frequencies), - max(frequencies), - 2 * len(qubit_data), - ) - params = qubit_fit[pair][setup] - fig.add_trace( - go.Scatter( - x=freqrange, - y=lorentzian(freqrange, *params), - name=f"State {setup} Fit", - line=go.scatter.Line(dash="dot"), - ), - row=1, - col=1, - ) - - if fit is not None: - fig.add_trace( - go.Scatter( - x=[ - fit.best_freq[pair] * HZ_TO_GHZ, - fit.best_freq[pair] * HZ_TO_GHZ, - ], - y=[ - np.min(np.concatenate((data[pair, STATES[0]].signal, data[pair, STATES[0]].signal))), - np.max(np.concatenate((data[pair, STATES[0]].signal, data[pair, STATES[1]].signal))), - ], - mode="lines", - line=go.scatter.Line(color="orange", width=3, dash="dash"), - name="Best frequency", - ), - row=1, - col=1, - ) - - fig.add_vline( - x=fit.best_freq[pair] * HZ_TO_GHZ, - line=dict(color="orange", width=3, dash="dash"), - row=1, - col=1, - ) - fitting_report = table_html( - table_dict( - pair, - [ - "State Zero Frequency [Hz]", - "State One Frequency [Hz]", - "Chi [Hz]", - "Best Frequency [Hz]", - ], - np.round( - [ - qubit_fit[pair][STATES[0]], - qubit_fit[pair][STATES[1]], - ( - qubit_fit[pair][STATES[0]] - - qubit_fit[pair][STATES[1]] - ) - / 2, - fit.best_freq[pair], - ] - ), - ) - ) - fig.update_layout( - showlegend=True, - xaxis_title="Frequency [GHz]", - yaxis_title="Signal [a.u.]", - xaxis2_title="Frequency [GHz]", - yaxis2_title="Phase [rad]", - ) - - figures.append(fig) - - return figures, fitting_report - - -# def _update(results: DispersiveShiftResults, platform: Platform, target: QubitId): -# update.readout_frequency(results.best_freq[target], platform, target) - - -cross_resonance_dispersive_shift = Routine(_acquisition, _fit, _plot) -"""Dispersive shift Routine object.""" From b819c69b5a00108a2b03aa7cf1f90a375a0566df Mon Sep 17 00:00:00 2001 From: Edoardo-Pedicillo Date: Fri, 27 Sep 2024 19:41:58 +0400 Subject: [PATCH 60/93] docs: write standard rb docs --- doc/source/protocols/index.rst | 1 + doc/source/protocols/standard_rb.png | Bin 0 -> 40689 bytes doc/source/protocols/standard_rb.rst | 85 +++++++++++++++++++++++++++ doc/source/refs.bib | 40 +++++++++++++ 4 files changed, 126 insertions(+) create mode 100644 doc/source/protocols/standard_rb.png create mode 100644 doc/source/protocols/standard_rb.rst diff --git a/doc/source/protocols/index.rst b/doc/source/protocols/index.rst index a2e142455..95f421137 100644 --- a/doc/source/protocols/index.rst +++ b/doc/source/protocols/index.rst @@ -30,4 +30,5 @@ In this section we introduce the basics of all protocols supported by ``qibocal` readout_mitigation_matrix avoided_crossing readout_optimization + standard_rb references diff --git a/doc/source/protocols/standard_rb.png 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zvSj!sg_sm=ex+Dk4==XUE2O;Wh50Sc)9b)i?i6^w?LV-N_qKaySwKajTXuW17~<3a gRpoyYmG2GP2T=_!myr7)n=PI@^Uc?Fr>_3=cO@i7zW@LL literal 0 HcmV?d00001 diff --git a/doc/source/protocols/standard_rb.rst b/doc/source/protocols/standard_rb.rst new file mode 100644 index 000000000..534c7a6e0 --- /dev/null +++ b/doc/source/protocols/standard_rb.rst @@ -0,0 +1,85 @@ +Standard Randomize Benchmarking +=============================== + +An approach to obtain the average gate fidelity is to perform randomized +benchmarking :cite:p:`Emerson_2005`. +The key idea is that if we average the error process over the uniform space of +unitaries the result is a depolarizing channel that maps any pure state to the +maximally mixed state. +Such uniform space of unitaries is known as *Haar measure*. +It can be shown :cite:p:`Emerson_2005` that the average induced error is proportional +to the depolarization probability. +However, this approach is inefficient because we sample randomly from the Haar measure. +A simplification was proposed in :cite:p:`Knill2008` by restricting the unitaries +to the Clifford group, which consists of unitary rotations mapping the group +of Pauli operators in itself. +Among the advantages of such group are the fact of the number of Clifford +gates is finite given the Hilbert space and being a group we can easily found +the inverse within the group. +The generic procedure to perform a randomized benchmarking is the following: + +1. initialize the system in ground state +2. for each sequence length :math:`m` draw sequence of Clifford group elements +3. calculate inverse gate +4. measure sequence and inverse gate +5. repeat the process for multiple sequence of same length and varying the length + +The previous approach works because it has been shown :cite:p:`Nielsen_2002` that +randomization with Clifford gates provides again a depolarized noise channel + +.. math:: + :name: eq:1 + + \rho \rightarrow \frac{d}{2} I + ( 1 - d) \rho + +with depolarization probability :math:`d`. +If we follow the previous procedure and we measure the survival probability, i.e. +the probability of measuring the qubit in :math:`\ket{0}`, for +different sequence length :math:`m` we expect the following behavior + +.. math:: + :name: eq:2 + + F(m) = A p^m + B + +where :math:`1-p` is the rate of depolarization while :math:`A` and :math:`B` +capture state preparation and measurement errors. +Finally, we can extract the average error per Clifford as + +.. math:: + :name: eq:3 + + \epsilon_\text{Clifford} = \frac{1 - p}{1 - 2^{-n}} + +where :math:`n` is the number of qubits. The error per gate can be derived by dividing +the Clifford error by the physical gates per Clifford which usually is 1.875. +One of the main feature of RB is the possibility to estimate the gate fidelity +alone without taking into account both state preparation and measurement errors +which can be computed using the :math:`A` and :math:`B` terms in :ref:`Eq. 2 `. + +Parameters +^^^^^^^^^^ + + +.. autoclass:: + qibocal.protocols.randomized_benchmarking.standard_rb.StandardRBParameters + :noindex: + + +Example +^^^^^^^ + +It follows a runcard where we execute a standard RB. + +.. code-block:: yaml + + - id: standard rb + operation: standard_rb + parameters: + depths: [1,5,10,20,50,100] + niter: 20 + nshots: 100 + +The expected output is the following: + +.. image:: standard_rb.png diff --git a/doc/source/refs.bib b/doc/source/refs.bib index 7ef481d3d..b971ff08d 100644 --- a/doc/source/refs.bib +++ b/doc/source/refs.bib @@ -150,3 +150,43 @@ @misc{pedicillo2023 archivePrefix={arXiv}, primaryClass={id='quant-ph' full_name='Quantum Physics' is_active=True alt_name=None in_archive='quant-ph' is_general=False description=None} } + +@article{Knill2008, + title={Randomized benchmarking of quantum gates}, + volume={77}, + ISSN={1094-1622}, + url={http://dx.doi.org/10.1103/PhysRevA.77.012307}, + DOI={10.1103/physreva.77.012307}, + number={1}, + journal={Physical Review A}, + publisher={American Physical Society (APS)}, + author={Knill, E. and Leibfried, D. and Reichle, R. and Britton, J. and Blakestad, R. B. and Jost, J. D. and Langer, C. and Ozeri, R. and Seidelin, S. and Wineland, D. J.}, + year={2008}, + month={jan}, +} + +@article{Emerson_2005, + title={Scalable noise estimation with random unitary operators}, + volume={7}, + ISSN={1741-3575}, + url={http://dx.doi.org/10.1088/1464-4266/7/10/021}, + DOI={10.1088/1464-4266/7/10/021}, + number={10}, + journal={Journal of Optics B: Quantum and Semiclassical Optics}, + publisher={IOP Publishing}, + author={Emerson, Joseph and Alicki, Robert and Å»yczkowski, Karol}, + year={2005}, + month=sep, pages={S347–S352} } + +@article{Nielsen_2002, + title={A simple formula for the average gate fidelity of a quantum dynamical operation}, + volume={303}, + ISSN={0375-9601}, + url={http://dx.doi.org/10.1016/S0375-9601(02)01272-0}, + DOI={10.1016/s0375-9601(02)01272-0}, + number={4}, + journal={Physics Letters A}, + publisher={Elsevier BV}, + author={Nielsen, Michael A}, + year={2002}, + month=oct, pages={249–252} } From 22eddc589075226ab79b1f708e7dcabffd098479 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Fri, 27 Sep 2024 15:43:07 +0000 Subject: [PATCH 61/93] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- doc/source/protocols/readout_optimization.rst | 4 ++-- doc/source/protocols/standard_rb.rst | 24 +++++++++---------- 2 files changed, 14 insertions(+), 14 deletions(-) diff --git a/doc/source/protocols/readout_optimization.rst b/doc/source/protocols/readout_optimization.rst index e9a1574d3..db388e3dc 100644 --- a/doc/source/protocols/readout_optimization.rst +++ b/doc/source/protocols/readout_optimization.rst @@ -1,8 +1,8 @@ Readout optimization ==================== -Qibocal provides a protocol to improve the readout pulse amplitude by optimize -the assignment fidelity. +Qibocal provides a protocol to improve the readout pulse amplitude by optimize +the assignment fidelity. Parameters ^^^^^^^^^^ diff --git a/doc/source/protocols/standard_rb.rst b/doc/source/protocols/standard_rb.rst index 534c7a6e0..c6bbf3343 100644 --- a/doc/source/protocols/standard_rb.rst +++ b/doc/source/protocols/standard_rb.rst @@ -1,20 +1,20 @@ Standard Randomize Benchmarking =============================== -An approach to obtain the average gate fidelity is to perform randomized +An approach to obtain the average gate fidelity is to perform randomized benchmarking :cite:p:`Emerson_2005`. -The key idea is that if we average the error process over the uniform space of -unitaries the result is a depolarizing channel that maps any pure state to the -maximally mixed state. +The key idea is that if we average the error process over the uniform space of +unitaries the result is a depolarizing channel that maps any pure state to the +maximally mixed state. Such uniform space of unitaries is known as *Haar measure*. It can be shown :cite:p:`Emerson_2005` that the average induced error is proportional to the depolarization probability. However, this approach is inefficient because we sample randomly from the Haar measure. -A simplification was proposed in :cite:p:`Knill2008` by restricting the unitaries -to the Clifford group, which consists of unitary rotations mapping the group +A simplification was proposed in :cite:p:`Knill2008` by restricting the unitaries +to the Clifford group, which consists of unitary rotations mapping the group of Pauli operators in itself. -Among the advantages of such group are the fact of the number of Clifford -gates is finite given the Hilbert space and being a group we can easily found +Among the advantages of such group are the fact of the number of Clifford +gates is finite given the Hilbert space and being a group we can easily found the inverse within the group. The generic procedure to perform a randomized benchmarking is the following: @@ -24,7 +24,7 @@ The generic procedure to perform a randomized benchmarking is the following: 4. measure sequence and inverse gate 5. repeat the process for multiple sequence of same length and varying the length -The previous approach works because it has been shown :cite:p:`Nielsen_2002` that +The previous approach works because it has been shown :cite:p:`Nielsen_2002` that randomization with Clifford gates provides again a depolarized noise channel .. math:: @@ -33,7 +33,7 @@ randomization with Clifford gates provides again a depolarized noise channel \rho \rightarrow \frac{d}{2} I + ( 1 - d) \rho with depolarization probability :math:`d`. -If we follow the previous procedure and we measure the survival probability, i.e. +If we follow the previous procedure and we measure the survival probability, i.e. the probability of measuring the qubit in :math:`\ket{0}`, for different sequence length :math:`m` we expect the following behavior @@ -42,7 +42,7 @@ different sequence length :math:`m` we expect the following behavior F(m) = A p^m + B -where :math:`1-p` is the rate of depolarization while :math:`A` and :math:`B` +where :math:`1-p` is the rate of depolarization while :math:`A` and :math:`B` capture state preparation and measurement errors. Finally, we can extract the average error per Clifford as @@ -53,7 +53,7 @@ Finally, we can extract the average error per Clifford as where :math:`n` is the number of qubits. The error per gate can be derived by dividing the Clifford error by the physical gates per Clifford which usually is 1.875. -One of the main feature of RB is the possibility to estimate the gate fidelity +One of the main feature of RB is the possibility to estimate the gate fidelity alone without taking into account both state preparation and measurement errors which can be computed using the :math:`A` and :math:`B` terms in :ref:`Eq. 2 `. From 3a8368c5f051545ac53c265ae6a284c75683bce1 Mon Sep 17 00:00:00 2001 From: Stefano Carrazza Date: Fri, 27 Sep 2024 19:37:06 +0200 Subject: [PATCH 62/93] Update pyproject.toml --- pyproject.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pyproject.toml b/pyproject.toml index 55dfbde1c..487b98bb4 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "qibocal" -version = "0.0.12" +version = "0.1.0" description = "Qibo's quantum calibration, characterization and validation module." authors = ["The Qibo team"] license = "Apache License 2.0" From c77f5632fcde20b438e2ac5d06f91bbb62b54a11 Mon Sep 17 00:00:00 2001 From: Stefano Carrazza Date: Fri, 27 Sep 2024 20:42:23 +0200 Subject: [PATCH 63/93] Update pyproject.toml --- pyproject.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pyproject.toml b/pyproject.toml index 487b98bb4..49f984644 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "qibocal" -version = "0.1.0" +version = "0.1.1" description = "Qibo's quantum calibration, characterization and validation module." authors = ["The Qibo team"] license = "Apache License 2.0" From 42a161cf2013c121dcebb115b642c46e97d19d1a Mon Sep 17 00:00:00 2001 From: jevillegasdatTII Date: Wed, 2 Oct 2024 09:42:29 +0400 Subject: [PATCH 64/93] revert change --- .../cross_resonance/cross_resonance_sequences.py | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/cross_resonance_sequences.py b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/cross_resonance_sequences.py index 09f0d99f7..bfb79ee42 100644 --- a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/cross_resonance_sequences.py +++ b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/cross_resonance_sequences.py @@ -14,8 +14,7 @@ CrossResonanceType = np.dtype( [ - ("magnitude", np.float64), - ("phase", np.float64), + ("prob", np.float64), ("length", np.int64), ] ) From a97cfad751bfec62e070e92bb702b5b9f239b657 Mon Sep 17 00:00:00 2001 From: jevillegasdatTII Date: Wed, 2 Oct 2024 13:32:09 +0400 Subject: [PATCH 65/93] Change Sequenced routine to use signal instead of probailities --- .../cross_resonance_sequences.py | 42 +++++++++---------- 1 file changed, 21 insertions(+), 21 deletions(-) diff --git a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/cross_resonance_sequences.py b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/cross_resonance_sequences.py index bfb79ee42..25d056282 100644 --- a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/cross_resonance_sequences.py +++ b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/cross_resonance_sequences.py @@ -14,7 +14,8 @@ CrossResonanceType = np.dtype( [ - ("prob", np.float64), + ("magnitude", np.float64), + ("phase", np.float64), ("length", np.int64), ] ) @@ -36,11 +37,11 @@ class CrossResonanceSeqResults(Results): class CrossResonanceSeqData(Data): """Data structure for Cross Resonance Gate Calibration using Sequences. targets: [target, control] - I: - Q_C: Pulse(omega_T, t) + 0(I): + Q_C: Pulse(omega_T, t) - MZ Q_T: wait - MZ - X: - Q_C: RX - Pulse(omega_T, t) + 1(X): + Q_C: RX - Pulse(omega_T, t) - MZ Q_T: - wait - MZ """ data: dict[QubitId, npt.NDArray[CrossResonanceType]] = field(default_factory=dict) @@ -57,16 +58,13 @@ def _acquisition( for pair in targets: - for ctr_setup in STATES: - for tgt_setup in STATES: + for tgt_setup in STATES: + for ctr_setup in STATES: # sweep the parameter for duration in params.duration_range: target, control = pair - # tgt_native_rx:NativePulse = platform.qubits[target].native_gates.RX.pulse(start=0) - # ctr_native_rx:NativePulse = platform.qubits[control].native_gates.RX.pulse(start=0) - - ctr_native_rx = platform.create_RX_pulse(control, 0) - tgt_native_rx = platform.create_RX_pulse(target, 0) + tgt_native_rx:NativePulse = platform.qubits[target].native_gates.RX.pulse(start=0) + ctr_native_rx:NativePulse = platform.qubits[control].native_gates.RX.pulse(start=0) sequence = PulseSequence() next_start = 0 @@ -80,7 +78,7 @@ def _acquisition( next_start = max(ctr_native_rx.finish, next_start) cr_pulse: Pulse = Pulse(start=next_start, - duration=4, + duration=duration, amplitude=ctr_native_rx.amplitude, frequency=tgt_native_rx.frequency, # control frequency relative_phase=0, @@ -102,21 +100,23 @@ def _acquisition( ExecutionParameters( nshots=params.nshots, relaxation_time=params.relaxation_time, - acquisition_type=AcquisitionType.DISCRIMINATION, - # acquisition_type=AcquisitionType.INTEGRATION, - averaging_mode=AveragingMode.SINGLESHOT, - # averaging_mode=AveragingMode.CYCLIC, + #acquisition_type=AcquisitionType.DISCRIMINATION, + acquisition_type=AcquisitionType.INTEGRATION, + #averaging_mode=AveragingMode.SINGLESHOT, + averaging_mode=AveragingMode.CYCLIC, ), ) # Store Results for qubit in pair: - probability = results[qubit].probability(state=0) + mag = results[qubit].magnitude + phi = results[qubit].phase data.register_qubit( CrossResonanceType, (qubit, target, control, tgt_setup, ctr_setup), dict( - prob=[probability], + magnitude=[mag], + phase = [phi], length=[duration], ), ) @@ -142,13 +142,13 @@ def _plot(data: CrossResonanceSeqData, target: QubitPairId, fit: CrossResonanceS x_data = data.data[ro_qubit, target[0], target[1], STATES[1], ctr_setup] fig.add_trace( go.Scatter( - x=i_data.length, y=i_data.prob, + x=i_data.length, y=i_data.magnitude, name= f"Target: |{STATES[0]}>, Control: |{ctr_setup}>", ), ) fig.add_trace( go.Scatter( - x=x_data.length, y=x_data.prob, + x=x_data.length, y=x_data.magnitude, name= f"Target: |{STATES[1]}>, Control: |{ctr_setup}>", mode='lines', line={'dash': 'dash'}, ), From 1aac948dd736985b6d8a77b88ed41c776c97e7fc Mon Sep 17 00:00:00 2001 From: Edoardo-Pedicillo Date: Wed, 2 Oct 2024 17:34:41 +0400 Subject: [PATCH 66/93] fix: coupling units --- .../protocols/flux_dependence/resonator_flux_dependence.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/qibocal/protocols/flux_dependence/resonator_flux_dependence.py b/src/qibocal/protocols/flux_dependence/resonator_flux_dependence.py index 415a15238..ab7883b1f 100644 --- a/src/qibocal/protocols/flux_dependence/resonator_flux_dependence.py +++ b/src/qibocal/protocols/flux_dependence/resonator_flux_dependence.py @@ -230,7 +230,7 @@ def fit_function(x, g, resonator_freq): return ResonatorFluxResults( resonator_freq=resonator_freq, bare_resonator_freq=bare_resonator_freq, - coupling=coupling, + coupling=coupling * GHZ_TO_HZ, fitted_parameters=fitted_parameters, ) From 3377b87c71efe0259cdd9e77dbf54966ac6ec56b Mon Sep 17 00:00:00 2001 From: Andrea Date: Wed, 2 Oct 2024 18:59:17 +0400 Subject: [PATCH 67/93] fix: Rabi 2D fit working --- src/qibocal/protocols/rabi/amplitude_frequency.py | 2 +- src/qibocal/protocols/rabi/amplitude_frequency_signal.py | 2 +- src/qibocal/protocols/rabi/length_frequency.py | 2 +- src/qibocal/protocols/rabi/length_frequency_signal.py | 2 +- 4 files changed, 4 insertions(+), 4 deletions(-) diff --git a/src/qibocal/protocols/rabi/amplitude_frequency.py b/src/qibocal/protocols/rabi/amplitude_frequency.py index 39b6be4c4..1de63c3f2 100644 --- a/src/qibocal/protocols/rabi/amplitude_frequency.py +++ b/src/qibocal/protocols/rabi/amplitude_frequency.py @@ -161,7 +161,7 @@ def _fit(data: RabiAmplitudeFreqData) -> RabiAmplitudeFrequencyResults: x = (amps - x_min) / (x_max - x_min) y = (y - y_min) / (y_max - y_min) - period = fallback_period(guess_period(amps, y)) + period = fallback_period(guess_period(x, y)) pguess = [0.5, 0.5, period, 0] try: diff --git a/src/qibocal/protocols/rabi/amplitude_frequency_signal.py b/src/qibocal/protocols/rabi/amplitude_frequency_signal.py index b077927ec..5bd24ed6e 100644 --- a/src/qibocal/protocols/rabi/amplitude_frequency_signal.py +++ b/src/qibocal/protocols/rabi/amplitude_frequency_signal.py @@ -185,7 +185,7 @@ def _fit(data: RabiAmplitudeFreqSignalData) -> RabiAmplitudeFrequencySignalResul x = (amps - x_min) / (x_max - x_min) y = (y - y_min) / (y_max - y_min) - period = fallback_period(guess_period(amps, y)) + period = fallback_period(guess_period(x, y)) pguess = [0.5, 0.5, period, 0] try: diff --git a/src/qibocal/protocols/rabi/length_frequency.py b/src/qibocal/protocols/rabi/length_frequency.py index ea8b1fe6f..28ac4715c 100644 --- a/src/qibocal/protocols/rabi/length_frequency.py +++ b/src/qibocal/protocols/rabi/length_frequency.py @@ -155,7 +155,7 @@ def _fit(data: RabiLengthFreqData) -> RabiLengthFrequencyResults: x = (durations - x_min) / (x_max - x_min) y = (y - y_min) / (y_max - y_min) - period = fallback_period(guess_period(durations, y)) + period = fallback_period(guess_period(x, y)) pguess = [0, np.sign(y[0]) * 0.5, period, 0, 0] try: diff --git a/src/qibocal/protocols/rabi/length_frequency_signal.py b/src/qibocal/protocols/rabi/length_frequency_signal.py index 109ee40e4..abf73caa3 100644 --- a/src/qibocal/protocols/rabi/length_frequency_signal.py +++ b/src/qibocal/protocols/rabi/length_frequency_signal.py @@ -179,7 +179,7 @@ def _fit(data: RabiLengthFreqSignalData) -> RabiLengthFrequencySignalResults: x = (durations - x_min) / (x_max - x_min) y = (y - y_min) / (y_max - y_min) - period = fallback_period(guess_period(durations, y)) + period = fallback_period(guess_period(x, y)) pguess = [0, np.sign(y[0]) * 0.5, period, 0, 0] try: From 89db80b57d7e0483a0892e727ab67c047573751d Mon Sep 17 00:00:00 2001 From: Edoardo-Pedicillo Date: Wed, 2 Oct 2024 23:40:37 +0400 Subject: [PATCH 68/93] fix: move change of units --- .../protocols/flux_dependence/resonator_flux_dependence.py | 7 +++---- 1 file changed, 3 insertions(+), 4 deletions(-) diff --git a/src/qibocal/protocols/flux_dependence/resonator_flux_dependence.py b/src/qibocal/protocols/flux_dependence/resonator_flux_dependence.py index ab7883b1f..e8ad497a8 100644 --- a/src/qibocal/protocols/flux_dependence/resonator_flux_dependence.py +++ b/src/qibocal/protocols/flux_dependence/resonator_flux_dependence.py @@ -204,6 +204,7 @@ def fit_function(x, g, resonator_freq): ), maxfev=100000, ) + fitted_parameters[qubit] = { "w_max": data.qubit_frequency[qubit] * HZ_TO_GHZ, "xj": 0, @@ -217,7 +218,7 @@ def fit_function(x, g, resonator_freq): } sweetspot = -data.offset[qubit] / data.matrix_element[qubit] resonator_freq[qubit] = fit_function(sweetspot, *popt) * GHZ_TO_HZ - coupling[qubit] = popt[0] + coupling[qubit] = popt[0] * GHZ_TO_HZ bare_resonator_freq[qubit] = popt[1] * GHZ_TO_HZ except ValueError as e: log.error( @@ -226,11 +227,10 @@ def fit_function(x, g, resonator_freq): "Lowering the value of `threshold` in `extract_*_feature`" "should fix the problem." ) - return ResonatorFluxResults( resonator_freq=resonator_freq, bare_resonator_freq=bare_resonator_freq, - coupling=coupling * GHZ_TO_HZ, + coupling=coupling, fitted_parameters=fitted_parameters, ) @@ -268,7 +268,6 @@ def _plot(data: ResonatorFluxData, fit: ResonatorFluxResults, target: QubitId): def _update(results: ResonatorFluxResults, platform: Platform, qubit: QubitId): - pass update.bare_resonator_frequency(results.bare_resonator_freq[qubit], platform, qubit) update.readout_frequency(results.resonator_freq[qubit], platform, qubit) update.coupling(results.coupling[qubit], platform, qubit) From 4f851821983ebdedae4c7c7a023a5593d8a282db Mon Sep 17 00:00:00 2001 From: jevillegasdatTII Date: Fri, 4 Oct 2024 16:34:11 +0400 Subject: [PATCH 69/93] update doc --- .../cross_resonance/chevron.py | 6 +++--- .../cross_resonance/chevron_frequency.py | 14 +++++++------- .../cross_resonance/cross_resonance.py | 2 +- .../cross_resonance/cross_resonance_sequences.py | 13 +++---------- 4 files changed, 14 insertions(+), 21 deletions(-) diff --git a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/chevron.py b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/chevron.py index 92d3b5891..fdf2ef54f 100644 --- a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/chevron.py +++ b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/chevron.py @@ -26,7 +26,7 @@ @dataclass class CrossResonanceChevronParameters(Parameters): - """cross resonance chevron runcard inputs.""" + """Cross Resonance Chevron runcard inputs.""" pulse_duration_start: float """Initial pi pulse duration [ns].""" @@ -60,7 +60,7 @@ def amplitude_factor_range(self): @dataclass class CrossResonanceChevronResults(Results): - """cross resonance chevron outputs.""" + """Cross Resonance Chevron outputs.""" @dataclass @@ -88,7 +88,7 @@ def _acquisition( platform: Platform, targets: list[QubitPairId], ) -> CrossResonanceChevronData: - """Data acquisition for cross resonance chevron.""" + """Data acquisition for Cross Resonance Chevron.""" data = CrossResonanceChevronData() diff --git a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/chevron_frequency.py b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/chevron_frequency.py index 8389e6335..3bf05997e 100644 --- a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/chevron_frequency.py +++ b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/chevron_frequency.py @@ -25,7 +25,7 @@ @dataclass class CrossResonanceChevronFrequencyParameters(Parameters): - """ResonatorSpectroscopy runcard inputs.""" + """Cross resonance chevron frequency runcard inputs.""" pulse_duration_start: float """Initial pi pulse duration [ns].""" @@ -57,12 +57,12 @@ def frequency_range(self): @dataclass class CrossResonanceChevronFrequencyResults(Results): - """Chevron wih Frequency Cross Resonance Calibration outputs.""" + """Chevron wih frequency Cross pulse calibration outputs.""" @dataclass class CrossResonanceChevronFrequencyData(Data): - """Data structure for Chevron wih Frequency.""" + """Data structure for chevron wih frequency.""" data: dict[QubitId, npt.NDArray[CrossResonanceChevronFrequencyType]] = field( default_factory=dict @@ -85,7 +85,7 @@ def _acquisition( platform: Platform, targets: list[QubitPairId], ) -> CrossResonanceChevronFrequencyData: - """Data acquisition for Chevron wih Frequency.""" + """Data acquisition for chevron wih frequency.""" data = CrossResonanceChevronFrequencyData() for pair in targets: @@ -158,7 +158,7 @@ def _acquisition( def _fit( data:CrossResonanceChevronFrequencyData, ) -> CrossResonanceChevronFrequencyResults: - """Post-processing function for Chevron wih Frequency.""" + """Post-processing function for chevron with frequency.""" return CrossResonanceChevronFrequencyResults() @@ -168,7 +168,7 @@ def _plot( fit: CrossResonanceChevronFrequencyResults, ): pair = target - """Plotting function for Chevron wih Frequency and Duration.""" + """Plotting function for chevron wih frequency and duration.""" figs = [] for qubit in pair: fig = make_subplots( @@ -201,4 +201,4 @@ def _plot( return figs, "" cross_resonance_chevron_frequency = Routine(_acquisition, _fit, _plot) -"""CrossResonanceChevronFrequency Routine object.""" \ No newline at end of file +"""Cross resonance chevron with frequency routine object.""" \ No newline at end of file diff --git a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/cross_resonance.py b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/cross_resonance.py index 77eaca011..47a895670 100644 --- a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/cross_resonance.py +++ b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/cross_resonance.py @@ -172,4 +172,4 @@ def _plot(data: CrossResonanceData, target: QubitPairId, fit: CrossResonanceResu return figs, "" cross_resonance = Routine(_acquisition, _fit, _plot) -"""CrossResonance Sequences Routine object.""" +"""CrossResonance Routine object.""" diff --git a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/cross_resonance_sequences.py b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/cross_resonance_sequences.py index 25d056282..95191d9f0 100644 --- a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/cross_resonance_sequences.py +++ b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/cross_resonance_sequences.py @@ -35,15 +35,8 @@ class CrossResonanceSeqResults(Results): @dataclass class CrossResonanceSeqData(Data): - """Data structure for Cross Resonance Gate Calibration using Sequences. - targets: [target, control] - 0(I): - Q_C: Pulse(omega_T, t) - MZ - Q_T: wait - MZ - 1(X): - Q_C: RX - Pulse(omega_T, t) - MZ - Q_T: - wait - MZ - """ + """Data structure for Cross Resonance Gate Calibration using Sequences.""" + data: dict[QubitId, npt.NDArray[CrossResonanceType]] = field(default_factory=dict) """Raw data acquired.""" @@ -165,4 +158,4 @@ def _plot(data: CrossResonanceSeqData, target: QubitPairId, fit: CrossResonanceS cross_resonance_sequences = Routine(_acquisition, _fit, _plot) -"""CrossResonance Routine object.""" +"""CrossResonance Sequences Routine object.""" From 8911e6049e7789c23d610e1246b66f39499dbc71 Mon Sep 17 00:00:00 2001 From: Edoardo-Pedicillo Date: Fri, 4 Oct 2024 16:37:23 +0400 Subject: [PATCH 70/93] test: add Runtime Error in resonator+crosstalk --- src/qibocal/protocols/flux_dependence/resonator_crosstalk.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/qibocal/protocols/flux_dependence/resonator_crosstalk.py b/src/qibocal/protocols/flux_dependence/resonator_crosstalk.py index 8933f796b..44046c8b1 100644 --- a/src/qibocal/protocols/flux_dependence/resonator_crosstalk.py +++ b/src/qibocal/protocols/flux_dependence/resonator_crosstalk.py @@ -311,7 +311,7 @@ def fit_function(x, crosstalk_element, offset): crosstalk_matrix[target_qubit][flux_qubit] = ( popt[0] * data.matrix_element[target_qubit] ) - except ValueError as e: + except (ValueError, RuntimeError) as e: log.error( f"Off-diagonal flux fit failed for qubit {flux_qubit} due to {e}." ) From 593e11bcdbbec4122022ceab6d631ae0a9938f4a Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Tue, 8 Oct 2024 00:58:09 +0000 Subject: [PATCH 71/93] [pre-commit.ci] pre-commit autoupdate MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit updates: - [github.com/pre-commit/pre-commit-hooks: v4.6.0 → v5.0.0](https://github.com/pre-commit/pre-commit-hooks/compare/v4.6.0...v5.0.0) - [github.com/psf/black: 24.8.0 → 24.10.0](https://github.com/psf/black/compare/24.8.0...24.10.0) --- .pre-commit-config.yaml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index f55c7a839..48784b740 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -2,7 +2,7 @@ # See https://pre-commit.com/hooks.html for more hooks repos: - repo: https://github.com/pre-commit/pre-commit-hooks - rev: v4.6.0 + rev: v5.0.0 hooks: - id: trailing-whitespace - id: end-of-file-fixer @@ -11,7 +11,7 @@ repos: - id: check-merge-conflict - id: debug-statements - repo: https://github.com/psf/black - rev: 24.8.0 + rev: 24.10.0 hooks: - id: black - repo: https://github.com/pycqa/isort From f2f79471b472217ef1e8b63f69f4ad1491d4cd93 Mon Sep 17 00:00:00 2001 From: Hayk Sargsyan <52532457+hay-k@users.noreply.github.com> Date: Wed, 2 Oct 2024 17:41:51 +0400 Subject: [PATCH 72/93] Make RB circuits actually random --- src/qibocal/protocols/randomized_benchmarking/utils.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/src/qibocal/protocols/randomized_benchmarking/utils.py b/src/qibocal/protocols/randomized_benchmarking/utils.py index 381056e8f..fd4535509 100644 --- a/src/qibocal/protocols/randomized_benchmarking/utils.py +++ b/src/qibocal/protocols/randomized_benchmarking/utils.py @@ -601,14 +601,14 @@ def layer_circuit( random_indexes = [] if isinstance(target, (str, int)): nqubits = 1 - rb_gen_layer = rb_gen.layer_gen_single_qubit() + rb_gen_layer = rb_gen.layer_gen_single_qubit elif isinstance(target, Tuple): # Tuple for qubit pair nqubits = 2 - rb_gen_layer = rb_gen.layer_gen_two_qubit() + rb_gen_layer = rb_gen.layer_gen_two_qubit # Build each layer, there will be depth many in the final circuit. for _ in range(depth): # Generate a layer. - new_layer, random_index = rb_gen_layer + new_layer, random_index = rb_gen_layer() random_indexes.append(random_index) new_circuit = Circuit(nqubits) if nqubits == 1: From 48bd6b17cc4cc0f5e86126216f1b6236d2cd5dd0 Mon Sep 17 00:00:00 2001 From: Hayk Sargsyan <52532457+hay-k@users.noreply.github.com> Date: Tue, 8 Oct 2024 11:37:39 +0400 Subject: [PATCH 73/93] RB circuit layer generation tests --- poetry.lock | 19 ++++++++++- pyproject.toml | 1 + tests/test_randomized_benchmarking.py | 45 +++++++++++++++++++++++++++ 3 files changed, 64 insertions(+), 1 deletion(-) diff --git a/poetry.lock b/poetry.lock index deb03225e..e6778687a 100644 --- a/poetry.lock +++ b/poetry.lock @@ -2493,6 +2493,23 @@ pytest = ">=7.3.1" [package.extras] test = ["coverage (>=7.2.7)", "pytest-mock (>=3.10)"] +[[package]] +name = "pytest-mock" +version = "3.14.0" +description = "Thin-wrapper around the mock package for easier use with pytest" +optional = false +python-versions = ">=3.8" +files = [ + {file = "pytest-mock-3.14.0.tar.gz", hash = "sha256:2719255a1efeceadbc056d6bf3df3d1c5015530fb40cf347c0f9afac88410bd0"}, + {file = "pytest_mock-3.14.0-py3-none-any.whl", hash = "sha256:0b72c38033392a5f4621342fe11e9219ac11ec9d375f8e2a0c164539e0d70f6f"}, +] + +[package.dependencies] +pytest = ">=6.2.5" + +[package.extras] +dev = ["pre-commit", "pytest-asyncio", "tox"] + [[package]] name = "python-dateutil" version = "2.9.0.post0" @@ -3404,4 +3421,4 @@ viz = ["pydot"] [metadata] lock-version = "2.0" python-versions = ">=3.9,<3.12" -content-hash = "878af869bce716692424a4ff967715148795b05aecfddedeab83ae0418a649d4" +content-hash = "ca3b3838087ba97df70a82e21044f440b01310f7e7a73819449915d1c499f7f2" diff --git a/pyproject.toml b/pyproject.toml index 49f984644..f75b491e7 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -46,6 +46,7 @@ pylint = "^2.17" pytest = "^7.1.2" pytest-cov = "^3.0.0" pytest-env = "^0.8.1" +pytest-mock = "^3.14.0" [tool.poetry.group.docs] optional = true diff --git a/tests/test_randomized_benchmarking.py b/tests/test_randomized_benchmarking.py index 0baab439b..78defac7b 100644 --- a/tests/test_randomized_benchmarking.py +++ b/tests/test_randomized_benchmarking.py @@ -9,6 +9,7 @@ from qibocal.protocols.randomized_benchmarking.utils import ( RB_Generator, generate_inv_dict_cliffords_file, + layer_circuit, load_cliffords, random_clifford, ) @@ -184,3 +185,47 @@ def test_generate_inv_dict_cliffords_file(tmp_path): clifford_matrices_inv = load_inverse_cliffords(file_inv) assert clifford_inv.files == clifford_matrices_inv.files + + +@pytest.mark.parametrize("depth", [1, 10, 34]) +def test_layer_circuit_single_qubit(mocker, depth): + qubit = 0 + rb_gen = RB_Generator(123) + single_qubit_spy = mocker.spy(rb_gen, 'layer_gen_single_qubit') + two_qubit_spy = mocker.spy(rb_gen, 'layer_gen_two_qubit') + + circuit, indices = layer_circuit(rb_gen, depth, qubit) + + # assert that generator was called expected number of times + assert single_qubit_spy.call_count == depth + assert two_qubit_spy.call_count == 0 + + # assert that results from generator calls were used + assert circuit.depth == depth + circuit_gates = {g for m in circuit.queue.moments for g in m} + indices = set(indices) + for gate, i in single_qubit_spy.spy_return_list: + assert gate in circuit_gates + assert i in indices + + +@pytest.mark.parametrize("depth", [2, 24, 47]) +def test_layer_circuit_two_qubit(mocker, depth): + qubit_pair = (0, 1) + rb_gen = RB_Generator(123, file="2qubitCliffs.json") + single_qubit_spy = mocker.spy(rb_gen, 'layer_gen_single_qubit') + two_qubit_spy = mocker.spy(rb_gen, 'layer_gen_two_qubit') + + circuit, indices = layer_circuit(rb_gen, depth, qubit_pair) + + # assert that generator was called expected number of times + assert single_qubit_spy.call_count == 0 + assert two_qubit_spy.call_count == depth + + # assert that results from generator calls were used + assert circuit.depth >= depth + circuit_gates = [g for m in circuit.queue.moments for g in m if g is not None] + indices = set(indices) + for gates, i in two_qubit_spy.spy_return_list: + assert all(g in circuit_gates for g in gates) + assert i in indices From c105292591a805b75523bfe1f092e821a67be357 Mon Sep 17 00:00:00 2001 From: Hayk Sargsyan <52532457+hay-k@users.noreply.github.com> Date: Tue, 8 Oct 2024 11:40:47 +0400 Subject: [PATCH 74/93] fix type annotation --- src/qibocal/protocols/randomized_benchmarking/utils.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/qibocal/protocols/randomized_benchmarking/utils.py b/src/qibocal/protocols/randomized_benchmarking/utils.py index fd4535509..e9f41ced3 100644 --- a/src/qibocal/protocols/randomized_benchmarking/utils.py +++ b/src/qibocal/protocols/randomized_benchmarking/utils.py @@ -585,7 +585,7 @@ def twoq_rb_acquisition( def layer_circuit( rb_gen: Callable, depth: int, target, interleave: str = None -) -> tuple[Circuit, dict]: +) -> tuple[Circuit, list]: """Creates a circuit of `depth` layers from a generator `layer_gen` yielding `Circuit` or `Gate` and a dictionary with random indexes used to select the clifford gates. From 4704913435668e0e5017edc3e48cd57765e99695 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Tue, 8 Oct 2024 07:48:38 +0000 Subject: [PATCH 75/93] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- tests/test_randomized_benchmarking.py | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/tests/test_randomized_benchmarking.py b/tests/test_randomized_benchmarking.py index 78defac7b..86e87bb39 100644 --- a/tests/test_randomized_benchmarking.py +++ b/tests/test_randomized_benchmarking.py @@ -191,9 +191,9 @@ def test_generate_inv_dict_cliffords_file(tmp_path): def test_layer_circuit_single_qubit(mocker, depth): qubit = 0 rb_gen = RB_Generator(123) - single_qubit_spy = mocker.spy(rb_gen, 'layer_gen_single_qubit') - two_qubit_spy = mocker.spy(rb_gen, 'layer_gen_two_qubit') - + single_qubit_spy = mocker.spy(rb_gen, "layer_gen_single_qubit") + two_qubit_spy = mocker.spy(rb_gen, "layer_gen_two_qubit") + circuit, indices = layer_circuit(rb_gen, depth, qubit) # assert that generator was called expected number of times @@ -213,9 +213,9 @@ def test_layer_circuit_single_qubit(mocker, depth): def test_layer_circuit_two_qubit(mocker, depth): qubit_pair = (0, 1) rb_gen = RB_Generator(123, file="2qubitCliffs.json") - single_qubit_spy = mocker.spy(rb_gen, 'layer_gen_single_qubit') - two_qubit_spy = mocker.spy(rb_gen, 'layer_gen_two_qubit') - + single_qubit_spy = mocker.spy(rb_gen, "layer_gen_single_qubit") + two_qubit_spy = mocker.spy(rb_gen, "layer_gen_two_qubit") + circuit, indices = layer_circuit(rb_gen, depth, qubit_pair) # assert that generator was called expected number of times From 34a23b63b3b2cf6c38e612632155f48d8b92481c Mon Sep 17 00:00:00 2001 From: Edoardo-Pedicillo Date: Tue, 8 Oct 2024 12:10:07 +0400 Subject: [PATCH 76/93] fix: circuit serialization as parameters of the tomography --- src/qibocal/auto/task.py | 9 +++++++++ 1 file changed, 9 insertions(+) diff --git a/src/qibocal/auto/task.py b/src/qibocal/auto/task.py index 33a038680..aaf5b43c2 100644 --- a/src/qibocal/auto/task.py +++ b/src/qibocal/auto/task.py @@ -1,11 +1,13 @@ """Action execution tracker.""" import copy +import json from dataclasses import asdict, dataclass from pathlib import Path from typing import Any, NewType, Optional, Union import yaml +from qibo import Circuit from qibolab.platform import Platform from qibolab.qubits import QubitId, QubitPairId @@ -21,6 +23,7 @@ """Elements to be calibrated by a single protocol.""" SINGLE_ACTION = "action.yml" +CIRCUIT = "circuit.json" @dataclass @@ -40,6 +43,12 @@ class Action: def dump(self, path: Path): """Dump single action to yaml.""" + if self.parameters is not None: + for param, value in self.parameters.items(): + if type(value) is Circuit: + circuit_file = open(CIRCUIT, "w") + json.dump(value.raw, circuit_file) + self.parameters[param] = str(CIRCUIT) (path / SINGLE_ACTION).write_text(yaml.safe_dump(asdict(self))) @classmethod From b2e54f5ce48e0be0bc7bc5ada8aa49f975091607 Mon Sep 17 00:00:00 2001 From: Edoardo-Pedicillo Date: Tue, 8 Oct 2024 13:23:44 +0400 Subject: [PATCH 77/93] fix: change file circuit path --- src/qibocal/auto/task.py | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/src/qibocal/auto/task.py b/src/qibocal/auto/task.py index aaf5b43c2..d00c0e7ae 100644 --- a/src/qibocal/auto/task.py +++ b/src/qibocal/auto/task.py @@ -46,9 +46,10 @@ def dump(self, path: Path): if self.parameters is not None: for param, value in self.parameters.items(): if type(value) is Circuit: - circuit_file = open(CIRCUIT, "w") + circuit_path = path / CIRCUIT + circuit_file = open(circuit_path, "w") json.dump(value.raw, circuit_file) - self.parameters[param] = str(CIRCUIT) + self.parameters[param] = str(circuit_path) (path / SINGLE_ACTION).write_text(yaml.safe_dump(asdict(self))) @classmethod From 14acf17ecd8a8b9c386886c5830d6eb1243b654e Mon Sep 17 00:00:00 2001 From: Edoardo-Pedicillo Date: Wed, 9 Oct 2024 12:38:24 +0400 Subject: [PATCH 78/93] fix: close descriptor --- src/qibocal/auto/task.py | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/src/qibocal/auto/task.py b/src/qibocal/auto/task.py index d00c0e7ae..c8a07d9fc 100644 --- a/src/qibocal/auto/task.py +++ b/src/qibocal/auto/task.py @@ -47,8 +47,7 @@ def dump(self, path: Path): for param, value in self.parameters.items(): if type(value) is Circuit: circuit_path = path / CIRCUIT - circuit_file = open(circuit_path, "w") - json.dump(value.raw, circuit_file) + circuit_path.write_text(json.dumps(value.raw)) self.parameters[param] = str(circuit_path) (path / SINGLE_ACTION).write_text(yaml.safe_dump(asdict(self))) From 39cd463fff6204c2a528af0e8174aa436e082cbf Mon Sep 17 00:00:00 2001 From: Alessandro Candido Date: Sat, 12 Oct 2024 09:20:42 +0200 Subject: [PATCH 79/93] docs: Prevent parameters classes to appear in the index Most of them were already isolated, but for the few which were not the index was completely useless. --- doc/source/protocols/qubit_spectroscopy/qubit_spectroscopy.rst | 3 ++- doc/source/protocols/ramsey/ramsey.rst | 2 ++ 2 files changed, 4 insertions(+), 1 deletion(-) diff --git a/doc/source/protocols/qubit_spectroscopy/qubit_spectroscopy.rst b/doc/source/protocols/qubit_spectroscopy/qubit_spectroscopy.rst index 792577add..b891ed095 100644 --- a/doc/source/protocols/qubit_spectroscopy/qubit_spectroscopy.rst +++ b/doc/source/protocols/qubit_spectroscopy/qubit_spectroscopy.rst @@ -27,7 +27,7 @@ Parameters ^^^^^^^^^^ .. autoclass:: qibocal.protocols.qubit_spectroscopy.QubitSpectroscopyParameters - + :noindex: How to execute a qubit spectroscopy experiment ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ @@ -96,6 +96,7 @@ Parameters ^^^^^^^^^^ .. autoclass:: qibocal.protocols.qubit_spectroscopy_ef.QubitSpectroscopyEFParameters + :noindex: How to execute a qubit spectroscopy experiment ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ diff --git a/doc/source/protocols/ramsey/ramsey.rst b/doc/source/protocols/ramsey/ramsey.rst index f4c2f9adb..ef4ea4a6e 100644 --- a/doc/source/protocols/ramsey/ramsey.rst +++ b/doc/source/protocols/ramsey/ramsey.rst @@ -30,6 +30,7 @@ Parameters ^^^^^^^^^^ .. autoclass:: qibocal.protocols.ramsey.ramsey.RamseyParameters + :noindex: Example @@ -80,6 +81,7 @@ Parameters ^^^^^^^^^^ .. autoclass:: qibocal.protocols.ramsey.ramsey_signal.RamseySignalParameters + :noindex: Example ^^^^^^^ From b64c1cde080ecb203b4193dc7433832fa646297c Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 14 Oct 2024 23:22:03 +0000 Subject: [PATCH 80/93] [pre-commit.ci] pre-commit autoupdate MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit updates: - [github.com/asottile/pyupgrade: v3.17.0 → v3.18.0](https://github.com/asottile/pyupgrade/compare/v3.17.0...v3.18.0) --- .pre-commit-config.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index 48784b740..5cead983d 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -20,7 +20,7 @@ repos: - id: isort args: ["--profile", "black"] - repo: https://github.com/asottile/pyupgrade - rev: v3.17.0 + rev: v3.18.0 hooks: - id: pyupgrade - repo: https://github.com/hadialqattan/pycln From 7a068378bf4bfd7cc9f6c0a738c62cec0b383b74 Mon Sep 17 00:00:00 2001 From: Edoardo-Pedicillo Date: Wed, 16 Oct 2024 17:36:16 +0400 Subject: [PATCH 81/93] docs: upload list of future protocols --- README.md | 3 ++- doc/dev/README.md | 38 ++++++++++++++++++++++++++++++++++++++ 2 files changed, 40 insertions(+), 1 deletion(-) create mode 100644 doc/dev/README.md diff --git a/README.md b/README.md index 33e8988cc..86e0b5cda 100644 --- a/README.md +++ b/README.md @@ -80,6 +80,7 @@ Feel free to check [![arXiv](https://img.shields.io/badge/arXiv-2303.10397-b31b1b.svg)](https://arxiv.org/abs/2303.10397) [![DOI](https://zenodo.org/badge/511836317.svg)](https://zenodo.org/badge/latestdoi/511836317) - +A non-exhaustive list of possible routines to be implemented in Qibocal is collected +[here](doc/dev/README.md). If you use the package please refer to [the documentation](https://qibo.science/qibo/stable/appendix/citing-qibo.html#publications) for citation instructions diff --git a/doc/dev/README.md b/doc/dev/README.md new file mode 100644 index 000000000..d6932a383 --- /dev/null +++ b/doc/dev/README.md @@ -0,0 +1,38 @@ +# Qibocal Roadmap + +## Protocols +### High Priority +#### Single qubit + +- Rabi and flipping to calibrate pi/2 rotations (https://web.physics.ucsb.edu/~martinisgroup/theses/Chen2018.pdf par. 5.9) +- Kernels for integration +- Drag with detuning (https://arxiv.org/pdf/1904.06560) +- Cross-entropy benchmarking +- SNR in spectroscopies and SNR in the IQ plane + https://dsp.stackexchange.com/questions/24372/what-is-the-connection-between-analog-signal-to-noise-ratio-and-signal-to-noise. + https://arxiv.org/pdf/2106.06173.pdf +- Improve readout amplitude optimization with the outliers probability +(https://escholarship.org/content/qt0g29b4p0/qt0g29b4p0.pdf?t=prk0gj) +- Cryoscope (https://arxiv.org/pdf/1907.04818, https://github.com/qua-platform/qua-libs/blob/main/Quantum-Control-Applications/Superconducting/Single-Flux-Tunable-Transmon/Use%20Case%201%20-%20Paraoanu%20Lab%20-%20Cryoscope/readme.md) + +#### Two qubits + +- Cross resonance gates (https://journals.aps.org/prb/abstract/10.1103/PhysRevB.81.134507) +- SNZ / Martini Ansatz (https://arxiv.org/pdf/2008.07411 https://arxiv.org/pdf/1402.5467) +- Improve and test coupler routines +- Measure ZZ coupling in couplers (flux amplitude vs coupling) (Manenti Motta, par. 14.8.4) +- Improve and test iSWAP implementation + +### Low Priority +#### Single Qubit + +- Calibrate the other qubit states +- Carr-Purcell-Meiboom_Gill sequence +- Explore cosine pulse as X pulse (https://web.physics.ucsb.edu/~martinisgroup/theses/Chen2018.pdf par. 5.4) +- Active reset +- Measurement tomography https://arxiv.org/pdf/1310.6448.pdf +- XY-Z timing +(https://escholarship.org/content/qt0g29b4p0/qt0g29b4p0.pdf?t=prk0gj par. 5.10) +- Optimal control with randomize benchmarking (https://arxiv.org/pdf/1403.0035) +- Quantum volume +- Gate Set Tomography From 0fff1a8fe8c9ad3e9c2d46c7f2cc73056cf59c9d Mon Sep 17 00:00:00 2001 From: Edoardo-Pedicillo Date: Wed, 16 Oct 2024 17:56:28 +0400 Subject: [PATCH 82/93] fix: typo in README --- README.md | 7 +++++-- 1 file changed, 5 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 86e0b5cda..41b66582a 100644 --- a/README.md +++ b/README.md @@ -80,7 +80,10 @@ Feel free to check [![arXiv](https://img.shields.io/badge/arXiv-2303.10397-b31b1b.svg)](https://arxiv.org/abs/2303.10397) [![DOI](https://zenodo.org/badge/511836317.svg)](https://zenodo.org/badge/latestdoi/511836317) -A non-exhaustive list of possible routines to be implemented in Qibocal is collected -[here](doc/dev/README.md). If you use the package please refer to [the documentation](https://qibo.science/qibo/stable/appendix/citing-qibo.html#publications) for citation instructions + +## Missing protocols + +A non-exhaustive list of possible protocols to be implemented in Qibocal is collected +[here](doc/dev/README.md). From 977e0a634dc4e2f5f3e8f0652d8e13243d76a0e2 Mon Sep 17 00:00:00 2001 From: Edoardo-Pedicillo Date: Wed, 16 Oct 2024 18:03:07 +0400 Subject: [PATCH 83/93] doc: remove colors in README --- doc/dev/README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/doc/dev/README.md b/doc/dev/README.md index d6932a383..ba8671250 100644 --- a/doc/dev/README.md +++ b/doc/dev/README.md @@ -1,7 +1,7 @@ # Qibocal Roadmap ## Protocols -### High Priority +### High Priority #### Single qubit - Rabi and flipping to calibrate pi/2 rotations (https://web.physics.ucsb.edu/~martinisgroup/theses/Chen2018.pdf par. 5.9) @@ -23,7 +23,7 @@ - Measure ZZ coupling in couplers (flux amplitude vs coupling) (Manenti Motta, par. 14.8.4) - Improve and test iSWAP implementation -### Low Priority +### Low Priority #### Single Qubit - Calibrate the other qubit states From d00d800c5ba5b86e9f0adf970d28442caedb8ac4 Mon Sep 17 00:00:00 2001 From: Edoardo Pedicillo Date: Thu, 17 Oct 2024 13:19:11 +0400 Subject: [PATCH 84/93] Update README.md Co-authored-by: Alessandro Candido --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 41b66582a..da534e198 100644 --- a/README.md +++ b/README.md @@ -83,7 +83,7 @@ Feel free to check If you use the package please refer to [the documentation](https://qibo.science/qibo/stable/appendix/citing-qibo.html#publications) for citation instructions -## Missing protocols +## Ongoing development A non-exhaustive list of possible protocols to be implemented in Qibocal is collected [here](doc/dev/README.md). From 89f4ac622342bafdf7488dc039e56989e31fb8a2 Mon Sep 17 00:00:00 2001 From: Edoardo-Pedicillo Date: Thu, 17 Oct 2024 13:35:31 +0400 Subject: [PATCH 85/93] doc: implement suggestions --- doc/dev/README.md | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/doc/dev/README.md b/doc/dev/README.md index ba8671250..5322ce906 100644 --- a/doc/dev/README.md +++ b/doc/dev/README.md @@ -1,6 +1,5 @@ # Qibocal Roadmap -## Protocols ### High Priority #### Single qubit @@ -14,6 +13,7 @@ - Improve readout amplitude optimization with the outliers probability (https://escholarship.org/content/qt0g29b4p0/qt0g29b4p0.pdf?t=prk0gj) - Cryoscope (https://arxiv.org/pdf/1907.04818, https://github.com/qua-platform/qua-libs/blob/main/Quantum-Control-Applications/Superconducting/Single-Flux-Tunable-Transmon/Use%20Case%201%20-%20Paraoanu%20Lab%20-%20Cryoscope/readme.md) +- Optimal control with randomize benchmarking (https://arxiv.org/pdf/1403.0035) #### Two qubits @@ -33,6 +33,7 @@ - Measurement tomography https://arxiv.org/pdf/1310.6448.pdf - XY-Z timing (https://escholarship.org/content/qt0g29b4p0/qt0g29b4p0.pdf?t=prk0gj par. 5.10) -- Optimal control with randomize benchmarking (https://arxiv.org/pdf/1403.0035) - Quantum volume - Gate Set Tomography +- Process Tomography +- Study Qubit AC-Stark effect From 7a2edfcc0c4f42354fcadbb1b09497f18a069856 Mon Sep 17 00:00:00 2001 From: jevillegasdatTII Date: Thu, 17 Oct 2024 23:47:12 +0400 Subject: [PATCH 86/93] Update routine names --- src/qibocal/protocols/__init__.py | 8 +- .../two_qubit_interaction/__init__.py | 11 +- .../cross_resonance/__init__.py | 11 +- .../cross_resonance/amplitude.py | 186 ++++++++++++++++ .../chevron_amplitude_frequency.py | 205 ++++++++++++++++++ .../cross_resonance/chevron_frequency.py | 17 +- .../{chevron.py => chevron_length.py} | 13 +- .../{cross_resonance.py => length.py} | 8 +- ...nance_sequences.py => length_sequences.py} | 19 +- .../cross_resonance/utils.py | 3 + 10 files changed, 448 insertions(+), 33 deletions(-) create mode 100644 src/qibocal/protocols/two_qubit_interaction/cross_resonance/amplitude.py create mode 100644 src/qibocal/protocols/two_qubit_interaction/cross_resonance/chevron_amplitude_frequency.py rename src/qibocal/protocols/two_qubit_interaction/cross_resonance/{chevron.py => chevron_length.py} (95%) rename src/qibocal/protocols/two_qubit_interaction/cross_resonance/{cross_resonance.py => length.py} (96%) rename src/qibocal/protocols/two_qubit_interaction/cross_resonance/{cross_resonance_sequences.py => length_sequences.py} (93%) diff --git a/src/qibocal/protocols/__init__.py b/src/qibocal/protocols/__init__.py index 61d297a83..45ce96be6 100644 --- a/src/qibocal/protocols/__init__.py +++ b/src/qibocal/protocols/__init__.py @@ -74,10 +74,12 @@ optimize_two_qubit_gate, ) from .two_qubit_interaction import ( - cross_resonance, - cross_resonance_chevron, - cross_resonance_sequences, + cross_resonance_length + cross_resonance_length_sequences + cross_resonance_amplitude + cross_resonance_chevron_length cross_resonance_chevron_frequency + cross_resonance_chevron_amplitude_frequency ) from .two_qubit_state_tomography import two_qubit_state_tomography diff --git a/src/qibocal/protocols/two_qubit_interaction/__init__.py b/src/qibocal/protocols/two_qubit_interaction/__init__.py index e54f1df15..c436acfb9 100644 --- a/src/qibocal/protocols/two_qubit_interaction/__init__.py +++ b/src/qibocal/protocols/two_qubit_interaction/__init__.py @@ -1,6 +1,15 @@ from .chevron import chevron, chevron_signal from .chsh import chsh_circuits, chsh_pulses -from .cross_resonance import cross_resonance, cross_resonance_chevron, cross_resonance_sequences, cross_resonance_chevron_frequency +from .cross_resonance import ( + cross_resonance_chevron + cross_resonance_length + cross_resonance_length_sequences + cross_resonance_amplitude + cross_resonance_chevron_length + cross_resonance_chevron_frequency + cross_resonance_chevron_amplitude_frequency +) + from .optimize import optimize_two_qubit_gate from .virtual_z_phases import correct_virtual_z_phases from .virtual_z_phases_signal import correct_virtual_z_phases_signal diff --git a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/__init__.py b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/__init__.py index ad49bf869..20c1a1799 100644 --- a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/__init__.py +++ b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/__init__.py @@ -1,4 +1,7 @@ -from .chevron import cross_resonance_chevron -from .cross_resonance import cross_resonance -from .cross_resonance_sequences import cross_resonance_sequences -from .chevron_frequency import cross_resonance_chevron_frequency \ No newline at end of file +from .chevron import cross_resonance_chevron +from .length import cross_resonance_length +from .length_sequences import cross_resonance_length_sequences +from .amplitude import cross_resonance_amplitude +from .chevron_length import cross_resonance_chevron_length +from .chevron_frequency import cross_resonance_chevron_frequency +from .chevron_amplitude_frequency import cross_resonance_chevron_amplitude_frequency diff --git a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/amplitude.py b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/amplitude.py new file mode 100644 index 000000000..c26aece19 --- /dev/null +++ b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/amplitude.py @@ -0,0 +1,186 @@ +from dataclasses import dataclass, field +from typing import Optional + +import numpy as np +import numpy.typing as npt +import plotly.graph_objects as go +from qibolab import AcquisitionType, AveragingMode, ExecutionParameters +from qibolab.platform import Platform +from qibolab.sweeper import Parameter, Sweeper, SweeperType + +from qibolab.pulses import PulseSequence +from qibolab.native import NativePulse +from qibolab.qubits import QubitId, QubitPairId +from qibolab.pulses import Pulse, Rectangular, PulseType, GaussianSquare + +from qibocal.auto.operation import Data, Parameters, Results, Routine +from .utils import STATES + +CrossResonanceAmplitudeType = np.dtype( + [ + ("prob", np.float64), + ("amp", np.float64), + ("error", np.float64), + ] +) +"""Custom dtype for Cross Resonance Amplitude Gate Calibration.""" + +@dataclass +class CrossResonanceAmplitudeParameters(Parameters): + """Cross Resonance Amplitude Gate Calibration runcard inputs.""" + + min_amp_factor: float + """Minimum amplitude multiplicative factor.""" + max_amp_factor: float + """Maximum amplitude multiplicative factor.""" + step_amp_factor: float + """Step amplitude multiplicative factor.""" + pulse_length: Optional[int] = None + """CR pulse duration [ns].""" + pulse_amplitude: Optional[float] = None + """CR pulse amplitude [ns].""" + + @property + def amplitude_factor_range(self): + return np.arange( + self.min_amp_factor, self.max_amp_factor, self.step_amp_factor + ) + + +@dataclass +class CrossResonanceResults(Results): + """Cross Resonance Gate Calibration outputs.""" + + +@dataclass +class CrossResonanceData(Data): + """Data structure for rCross Resonance Gate Calibration.""" + + data: dict[QubitId, npt.NDArray[CrossResonanceAmplitudeType]] = field(default_factory=dict) + """Raw data acquired.""" + + +def _acquisition( + params: CrossResonanceAmplitudeParameters, platform: Platform, targets: list[QubitPairId] +) -> CrossResonanceData: + """Data acquisition for Cross Resonance Gate Calibration.""" + + data = CrossResonanceData() + for pair in targets: + target, control = pair + for ctr_setup in STATES: + for tgt_setup in STATES: + ctr_native_rx = platform.create_RX_pulse(control, start = 0) + tgt_native_rx = platform.create_RX_pulse(target, start = 0) + + sequence = PulseSequence() + + if ctr_setup == STATES[1]: + sequence.add(ctr_native_rx) + + if tgt_setup == STATES[1]: + sequence.add(tgt_native_rx) + + next_start = max(tgt_native_rx.finish, ctr_native_rx.finish) + + cr_pulse = Pulse(start = next_start, + duration = ctr_native_rx.duration, + amplitude = ctr_native_rx.amplitude, + frequency = tgt_native_rx.frequency, + relative_phase=0, + channel=ctr_native_rx.channel, + shape = GaussianSquare(0.9,5), + type = PulseType.DRIVE, + qubit = control, + ) + + if params.pulse_length is not None: + cr_pulse.duration = params.pulse_length + if params.pulse_amplitude is not None: + cr_pulse.amplitude = params.pulse_amplitude + + sequence.add(cr_pulse) + + for qubit in pair: + sequence.add(platform.create_qubit_readout_pulse(qubit=qubit, start=cr_pulse.finish)) + + sweeper_amplitude = Sweeper( + parameter = Parameter.amplitude, + values = cr_pulse.amplitude*params.amplitude_factor_range, + pulses=[cr_pulse], + type=SweeperType.ABSOLUTE, + ) + + results = platform.sweep( + sequence, + ExecutionParameters( + nshots=params.nshots, + relaxation_time=params.relaxation_time, + acquisition_type=AcquisitionType.DISCRIMINATION, + averaging_mode=AveragingMode.SINGLESHOT, + ), + sweeper_amplitude, + ) + + # store the results + for qubit in pair: + prob = results[qubit].probability(state=1) + data.register_qubit( + CrossResonanceAmplitudeType, + (qubit, target, control, tgt_setup, ctr_setup), + dict( + prob=prob.tolist(), + amp=cr_pulse.amplitude * params.amplitude_factor_range, + error=np.sqrt(prob * (1 - prob) / params.nshots).tolist(), + ), + ) + + return data + + +def _fit( + data: CrossResonanceData, +) -> CrossResonanceResults: + """Post-processing function for Cross Resonance Gate Calibration.""" + return CrossResonanceResults() + + +def _plot(data: CrossResonanceData, target: QubitPairId, fit: CrossResonanceResults): + """Plotting function for Cross Resonance Gate Calibration.""" + tgt, ctr = target + figs = [] + for ro_qubit in [tgt, ctr]: + fig = go.Figure() + for ctr_setup in STATES: + #(qubit, target, control, tgt_setup, ctr_setup) + i_data = data.data[ro_qubit, tgt, ctr, STATES[0], ctr_setup] + x_data = data.data[ro_qubit, tgt, ctr, STATES[1], ctr_setup] + + cr_parameters = getattr(i_data, 'amp') + fig.add_trace( + go.Scatter( + x=cr_parameters, y=i_data.prob, + name= f"Target: |{STATES[0]}>, Control: |{ctr_setup}>", + ), + ) + + cr_parameters = getattr(x_data, 'amp') + fig.add_trace( + go.Scatter( + x=cr_parameters, y=x_data.prob, + name= f"Target: |{STATES[1]}>, Control: |{ctr_setup}>", + mode='lines', line={'dash': 'dash'}, + ), + ) + fig.update_layout( + title=f"Qubit {ro_qubit}", + xaxis_title="CR Pulse Amplitude (a.u.)", + yaxis_title="Excited State Probability", + ) + + figs.append(fig) + + return figs, "" + +cross_resonance_amplitude = Routine(_acquisition, _fit, _plot) +"""CrossResonance Amplitude Routine object.""" diff --git a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/chevron_amplitude_frequency.py b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/chevron_amplitude_frequency.py new file mode 100644 index 000000000..f43ed76a9 --- /dev/null +++ b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/chevron_amplitude_frequency.py @@ -0,0 +1,205 @@ +from dataclasses import dataclass, field +from typing import Optional + +import numpy as np +import numpy.typing as npt +import plotly.graph_objects as go +from plotly.subplots import make_subplots +from qibolab import AcquisitionType, AveragingMode, ExecutionParameters +from qibolab.platform import Platform +from qibolab.pulses import PulseSequence +from qibolab.qubits import QubitId, QubitPairId +from qibolab.sweeper import Parameter, Sweeper, SweeperType +from qibocal.protocols.utils import HZ_TO_GHZ +from qibocal.auto.operation import Data, Parameters, Results, Routine + +from .utils import STATES + +CrossResonanceChevronFrequencyType = np.dtype( + [ + ("length", np.float64), + ("freq", np.int64), + ("prob", np.float64), + ] +) +"""Custom dtype for resonator spectroscopy.""" + + +@dataclass +class CrossResonanceChevronFrequencyParameters(Parameters): + """ResonatorSpectroscopy runcard inputs.""" + + pulse_duration_start: float + """Initial pi pulse duration [ns].""" + pulse_duration_end: float + """Final pi pulse duration [ns].""" + pulse_duration_step: float + """Step pi pulse duration [ns].""" + freq_width: int + """Frequency range.""" + freq_step: int + """Frequency step size.""" + + pulse_amplitude: Optional[float] = None + + @property + def duration_range(self): + return np.arange( + self.pulse_duration_start, self.pulse_duration_end, self.pulse_duration_step + ) + + @property + def frequency_range(self): + return np.arange( + -self.freq_width/2, + self.freq_width/2, + self.freq_step, + ) + +@dataclass +class CrossResonanceChevronFrequencyResults(Results): + """Chevron wih Frequency Cross Resonance Calibration outputs.""" + + +@dataclass +class CrossResonanceChevronFrequencyData(Data): + """Data structure for Chevron wih Frequency.""" + + data: dict[QubitId, npt.NDArray[CrossResonanceChevronFrequencyType]] = field( + default_factory=dict + ) + """Raw data acquired.""" + + def register_qubit(self, dtype, key, prob, freq, length): + """Store output for single qubit.""" + size = len(freq) * len(length) + frequency, duration = np.meshgrid(freq, length) + ar = np.empty(size, dtype=dtype) + ar["freq"] = frequency.ravel() + ar["length"] = duration.ravel() + ar["prob"] = prob.ravel() + self.data[key] = np.rec.array(ar) + + +def _acquisition( + params: CrossResonanceChevronFrequencyParameters, + platform: Platform, + targets: list[QubitPairId], +) -> CrossResonanceChevronFrequencyData: + """Data acquisition for Chevron wih Frequency.""" + + data = CrossResonanceChevronFrequencyData() + for pair in targets: + target, control = pair + for setup in STATES: + sequence = PulseSequence() + target_drive_freq = platform.qubits[target].native_gates.RX.frequency + + # add a RX control pulse if the setup is |1> + if setup == STATES[1]: + rx_control = platform.create_RX_pulse(control, 0) + pulse = platform.create_RX_pulse(control, rx_control.finish) + sequence.add(rx_control) + else: + pulse = platform.create_RX_pulse(control, 0) + + pulse.frequency = target_drive_freq + if params.pulse_amplitude is not None: + pulse.amplitude = params.pulse_amplitude + sequence.add(pulse) + + # add readout pulses + for qubit in pair: + sequence.add(platform.create_qubit_readout_pulse(qubit, start=pulse.finish)) + + # create a duration sweeper for the pulse duration + sweeper_duration = Sweeper( + Parameter.duration, + params.duration_range, + pulses=[pulse], + type=SweeperType.ABSOLUTE, + ) + + # create a frequency sweeper for the pulse frequency + sweeper_frequency = Sweeper( + Parameter.frequency, + params.frequency_range, + pulses=[pulse], + type=SweeperType.OFFSET, + ) + + # run the sweep + results = platform.sweep( + sequence, + ExecutionParameters( + nshots=params.nshots, + relaxation_time=params.relaxation_time, + acquisition_type=AcquisitionType.DISCRIMINATION, + averaging_mode=AveragingMode.SINGLESHOT, + ), + sweeper_duration, + sweeper_frequency, + ) + + # store the results for each qubit in the pair in the data object + # NOTE: Change this to use standard qibocal>auto>operation>Data>register_qubit + for qubit in pair: + data.register_qubit( + dtype=CrossResonanceChevronFrequencyType, + key=(qubit, target, control, setup), + prob=results[qubit].probability(state=1), + length=params.duration_range, + freq=pulse.frequency + params.frequency_range, + ) + + # return the data + return data + + +def _fit( + data:CrossResonanceChevronFrequencyData, +) -> CrossResonanceChevronFrequencyResults: + """Post-processing function for Chevron wih Frequency.""" + return CrossResonanceChevronFrequencyResults() + + +def _plot( + data: CrossResonanceChevronFrequencyData, + target: QubitPairId, + fit: CrossResonanceChevronFrequencyResults, +): + pair = target + """Plotting function for Chevron wih Frequency and Duration.""" + figs = [] + for qubit in pair: + fig = make_subplots( + rows=1, + cols=2, + subplot_titles=( + f"Q{qubit} , Control |{STATES[0]}>", + f"Q{qubit} , Control |{STATES[1]}>", + ), + ) + for i, setup in enumerate(STATES): + qubit_data = data.data[qubit, pair[0], pair[1], setup] + fig.add_trace( + go.Heatmap( + x=qubit_data.length, + y=qubit_data.freq * HZ_TO_GHZ, + z=qubit_data.prob, + name=f"Control at |{setup}>", + coloraxis="coloraxis" + ), + row=1, + col=i+1, + ) + fig.update_xaxes(title_text="Pulse Duration [ns]", row=1, col=i+1) + fig.update_yaxes(title_text="Frequency [GHz]", row=1, col=i+1) + fig.update_layout(coloraxis={'colorscale':'Plasma'}) + figs.append(fig) + + + return figs, "" + +cross_resonance_chevron_frequency = Routine(_acquisition, _fit, _plot) +"""CrossResonanceChevronFrequency Routine object.""" \ No newline at end of file diff --git a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/chevron_frequency.py b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/chevron_frequency.py index 3bf05997e..f43ed76a9 100644 --- a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/chevron_frequency.py +++ b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/chevron_frequency.py @@ -13,6 +13,8 @@ from qibocal.protocols.utils import HZ_TO_GHZ from qibocal.auto.operation import Data, Parameters, Results, Routine +from .utils import STATES + CrossResonanceChevronFrequencyType = np.dtype( [ ("length", np.float64), @@ -25,7 +27,7 @@ @dataclass class CrossResonanceChevronFrequencyParameters(Parameters): - """Cross resonance chevron frequency runcard inputs.""" + """ResonatorSpectroscopy runcard inputs.""" pulse_duration_start: float """Initial pi pulse duration [ns].""" @@ -53,16 +55,15 @@ def frequency_range(self): self.freq_width/2, self.freq_step, ) -STATES = [0, 1] @dataclass class CrossResonanceChevronFrequencyResults(Results): - """Chevron wih frequency Cross pulse calibration outputs.""" + """Chevron wih Frequency Cross Resonance Calibration outputs.""" @dataclass class CrossResonanceChevronFrequencyData(Data): - """Data structure for chevron wih frequency.""" + """Data structure for Chevron wih Frequency.""" data: dict[QubitId, npt.NDArray[CrossResonanceChevronFrequencyType]] = field( default_factory=dict @@ -85,7 +86,7 @@ def _acquisition( platform: Platform, targets: list[QubitPairId], ) -> CrossResonanceChevronFrequencyData: - """Data acquisition for chevron wih frequency.""" + """Data acquisition for Chevron wih Frequency.""" data = CrossResonanceChevronFrequencyData() for pair in targets: @@ -158,7 +159,7 @@ def _acquisition( def _fit( data:CrossResonanceChevronFrequencyData, ) -> CrossResonanceChevronFrequencyResults: - """Post-processing function for chevron with frequency.""" + """Post-processing function for Chevron wih Frequency.""" return CrossResonanceChevronFrequencyResults() @@ -168,7 +169,7 @@ def _plot( fit: CrossResonanceChevronFrequencyResults, ): pair = target - """Plotting function for chevron wih frequency and duration.""" + """Plotting function for Chevron wih Frequency and Duration.""" figs = [] for qubit in pair: fig = make_subplots( @@ -201,4 +202,4 @@ def _plot( return figs, "" cross_resonance_chevron_frequency = Routine(_acquisition, _fit, _plot) -"""Cross resonance chevron with frequency routine object.""" \ No newline at end of file +"""CrossResonanceChevronFrequency Routine object.""" \ No newline at end of file diff --git a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/chevron.py b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/chevron_length.py similarity index 95% rename from src/qibocal/protocols/two_qubit_interaction/cross_resonance/chevron.py rename to src/qibocal/protocols/two_qubit_interaction/cross_resonance/chevron_length.py index fdf2ef54f..164da84b3 100644 --- a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/chevron.py +++ b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/chevron_length.py @@ -10,9 +10,10 @@ from qibolab.pulses import PulseSequence from qibolab.qubits import QubitId, QubitPairId from qibolab.sweeper import Parameter, Sweeper, SweeperType - from qibocal.auto.operation import Data, Parameters, Results, Routine +from .utils import STATES + CrossResonanceChevronType = np.dtype( [ ("prob", np.float64), @@ -22,11 +23,9 @@ ) """Custom dtype for cross resonance chevron.""" -STATES = ["I", "X"] - @dataclass class CrossResonanceChevronParameters(Parameters): - """Cross Resonance Chevron runcard inputs.""" + """cross resonance chevron runcard inputs.""" pulse_duration_start: float """Initial pi pulse duration [ns].""" @@ -60,7 +59,7 @@ def amplitude_factor_range(self): @dataclass class CrossResonanceChevronResults(Results): - """Cross Resonance Chevron outputs.""" + """cross resonance chevron outputs.""" @dataclass @@ -88,7 +87,7 @@ def _acquisition( platform: Platform, targets: list[QubitPairId], ) -> CrossResonanceChevronData: - """Data acquisition for Cross Resonance Chevron.""" + """Data acquisition for cross resonance chevron.""" data = CrossResonanceChevronData() @@ -196,5 +195,5 @@ def _plot( return figs, "" -cross_resonance_chevron = Routine(_acquisition, _fit, _plot) +cross_resonance_chevron_length = Routine(_acquisition, _fit, _plot) """CrossResonanceChevron Routine object.""" diff --git a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/cross_resonance.py b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/length.py similarity index 96% rename from src/qibocal/protocols/two_qubit_interaction/cross_resonance/cross_resonance.py rename to src/qibocal/protocols/two_qubit_interaction/cross_resonance/length.py index 47a895670..e96bbf4e5 100644 --- a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/cross_resonance.py +++ b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/length.py @@ -14,6 +14,7 @@ from qibolab.pulses import Pulse, Rectangular, PulseType, Gaussian from qibocal.auto.operation import Data, Parameters, Results, Routine +from .utils import STATES CrossResonanceType = np.dtype( [ @@ -22,7 +23,6 @@ ] ) """Custom dtype for Cross Resonance Gate Calibration.""" -STATES = [0,1] @dataclass class CrossResonanceParameters(Parameters): @@ -82,7 +82,7 @@ def _acquisition( next_start = max(ctr_native_rx.finish, next_start) cr_pulse: Pulse = Pulse(start=next_start, - duration=4, + duration=params.pulse_duration_start, amplitude=ctr_native_rx.amplitude, frequency=tgt_native_rx.frequency, # control frequency relative_phase=0, @@ -171,5 +171,5 @@ def _plot(data: CrossResonanceData, target: QubitPairId, fit: CrossResonanceResu return figs, "" -cross_resonance = Routine(_acquisition, _fit, _plot) -"""CrossResonance Routine object.""" +cross_resonance_length = Routine(_acquisition, _fit, _plot) +"""CrossResonance Sequences Routine object.""" diff --git a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/cross_resonance_sequences.py b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/length_sequences.py similarity index 93% rename from src/qibocal/protocols/two_qubit_interaction/cross_resonance/cross_resonance_sequences.py rename to src/qibocal/protocols/two_qubit_interaction/cross_resonance/length_sequences.py index 95191d9f0..d82bbbc28 100644 --- a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/cross_resonance_sequences.py +++ b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/length_sequences.py @@ -10,7 +10,8 @@ from qibolab.qubits import QubitId, QubitPairId from qibocal.auto.operation import Data, Parameters, Results, Routine -from qibocal.protocols.two_qubit_interaction.cross_resonance.cross_resonance import CrossResonanceParameters +from qibocal.protocols.two_qubit_interaction.cross_resonance.cross_resonance_length import CrossResonanceParameters +from .utils import STATES CrossResonanceType = np.dtype( [ @@ -19,7 +20,6 @@ ("length", np.int64), ] ) -STATES = [0,1] """Custom dtype for Cross Resonance Gate Calibration using Sequences.""" @@ -35,8 +35,15 @@ class CrossResonanceSeqResults(Results): @dataclass class CrossResonanceSeqData(Data): - """Data structure for Cross Resonance Gate Calibration using Sequences.""" - + """Data structure for Cross Resonance Gate Calibration using Sequences. + targets: [target, control] + 0(I): + Q_C: Pulse(omega_T, t) - MZ + Q_T: wait - MZ + 1(X): + Q_C: RX - Pulse(omega_T, t) - MZ + Q_T: - wait - MZ + """ data: dict[QubitId, npt.NDArray[CrossResonanceType]] = field(default_factory=dict) """Raw data acquired.""" @@ -157,5 +164,5 @@ def _plot(data: CrossResonanceSeqData, target: QubitPairId, fit: CrossResonanceS return figs, "" -cross_resonance_sequences = Routine(_acquisition, _fit, _plot) -"""CrossResonance Sequences Routine object.""" +cross_resonance_length_sequences = Routine(_acquisition, _fit, _plot) +"""CrossResonance Routine object.""" diff --git a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/utils.py b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/utils.py index c07986afc..c7756b4ff 100644 --- a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/utils.py +++ b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/utils.py @@ -5,6 +5,9 @@ from qibolab.platform import Platform from qibolab.qubits import QubitId, QubitPairId +STATES = ["I", "X"] +"""Setup states for the cross resonance gate calibration: {Identity, RX}.""" + def cr_pulse_sequence(platform: Platform, pair: QubitPairId, setup: tuple, duration:int=0, amplitude:int = None): target, control = pair tgt_setup, ctr_setup = setup From 89ab30832d95a8792a09d9871d3fbf00d16fe352 Mon Sep 17 00:00:00 2001 From: jevillegasdatTII Date: Thu, 17 Oct 2024 23:47:43 +0400 Subject: [PATCH 87/93] Update routine names --- src/qibocal/protocols/__init__.py | 18 ++++++++++++------ .../two_qubit_interaction/__init__.py | 13 ++++++------- .../cross_resonance/__init__.py | 1 - .../chevron_amplitude_frequency.py | 4 ++-- .../cross_resonance/length_sequences.py | 2 +- 5 files changed, 21 insertions(+), 17 deletions(-) diff --git a/src/qibocal/protocols/__init__.py b/src/qibocal/protocols/__init__.py index 45ce96be6..81ff11b0e 100644 --- a/src/qibocal/protocols/__init__.py +++ b/src/qibocal/protocols/__init__.py @@ -74,12 +74,12 @@ optimize_two_qubit_gate, ) from .two_qubit_interaction import ( - cross_resonance_length - cross_resonance_length_sequences - cross_resonance_amplitude - cross_resonance_chevron_length - cross_resonance_chevron_frequency - cross_resonance_chevron_amplitude_frequency + cross_resonance_length, + cross_resonance_length_sequences, + cross_resonance_amplitude, + cross_resonance_chevron_length, + cross_resonance_chevron_frequency, + cross_resonance_chevron_amplitude_frequency, ) from .two_qubit_state_tomography import two_qubit_state_tomography @@ -156,4 +156,10 @@ "standard_rb_2q", "standard_rb_2q_inter", "optimize_two_qubit_gate", + "cross_resonance_length", + "cross_resonance_length_sequences", + "cross_resonance_amplitude", + "cross_resonance_chevron_length", + "cross_resonance_chevron_frequency", + "cross_resonance_chevron_amplitude_frequency", ] diff --git a/src/qibocal/protocols/two_qubit_interaction/__init__.py b/src/qibocal/protocols/two_qubit_interaction/__init__.py index c436acfb9..37e08a0aa 100644 --- a/src/qibocal/protocols/two_qubit_interaction/__init__.py +++ b/src/qibocal/protocols/two_qubit_interaction/__init__.py @@ -1,13 +1,12 @@ from .chevron import chevron, chevron_signal from .chsh import chsh_circuits, chsh_pulses from .cross_resonance import ( - cross_resonance_chevron - cross_resonance_length - cross_resonance_length_sequences - cross_resonance_amplitude - cross_resonance_chevron_length - cross_resonance_chevron_frequency - cross_resonance_chevron_amplitude_frequency + cross_resonance_length, + cross_resonance_length_sequences, + cross_resonance_amplitude, + cross_resonance_chevron_length, + cross_resonance_chevron_frequency, + cross_resonance_chevron_amplitude_frequency, ) from .optimize import optimize_two_qubit_gate diff --git a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/__init__.py b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/__init__.py index 20c1a1799..b67fb07b6 100644 --- a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/__init__.py +++ b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/__init__.py @@ -1,4 +1,3 @@ -from .chevron import cross_resonance_chevron from .length import cross_resonance_length from .length_sequences import cross_resonance_length_sequences from .amplitude import cross_resonance_amplitude diff --git a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/chevron_amplitude_frequency.py b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/chevron_amplitude_frequency.py index f43ed76a9..39faf66ba 100644 --- a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/chevron_amplitude_frequency.py +++ b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/chevron_amplitude_frequency.py @@ -17,7 +17,7 @@ CrossResonanceChevronFrequencyType = np.dtype( [ - ("length", np.float64), + ("amp", np.float64), ("freq", np.int64), ("prob", np.float64), ] @@ -201,5 +201,5 @@ def _plot( return figs, "" -cross_resonance_chevron_frequency = Routine(_acquisition, _fit, _plot) +cross_resonance_chevron_amplitude_frequency = Routine(_acquisition, _fit, _plot) """CrossResonanceChevronFrequency Routine object.""" \ No newline at end of file diff --git a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/length_sequences.py b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/length_sequences.py index d82bbbc28..e5484fa2d 100644 --- a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/length_sequences.py +++ b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/length_sequences.py @@ -10,7 +10,7 @@ from qibolab.qubits import QubitId, QubitPairId from qibocal.auto.operation import Data, Parameters, Results, Routine -from qibocal.protocols.two_qubit_interaction.cross_resonance.cross_resonance_length import CrossResonanceParameters +from qibocal.protocols.two_qubit_interaction.cross_resonance.length import CrossResonanceParameters from .utils import STATES CrossResonanceType = np.dtype( From 5069ff4c5d98af2491a26df4490daaa71afcef11 Mon Sep 17 00:00:00 2001 From: jevillegasdatTII Date: Fri, 18 Oct 2024 10:22:11 +0400 Subject: [PATCH 88/93] run tests --- .../cross_resonance/amplitude.py | 8 +- .../chevron_amplitude_frequency.py | 97 ++++++++++++------- .../cross_resonance/chevron_frequency.py | 42 ++++---- .../cross_resonance/chevron_length.py | 44 +++++---- .../cross_resonance/length_sequences.py | 17 +--- 5 files changed, 121 insertions(+), 87 deletions(-) diff --git a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/amplitude.py b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/amplitude.py index c26aece19..b69226adb 100644 --- a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/amplitude.py +++ b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/amplitude.py @@ -16,7 +16,7 @@ from qibocal.auto.operation import Data, Parameters, Results, Routine from .utils import STATES -CrossResonanceAmplitudeType = np.dtype( +CrossResonanceType = np.dtype( [ ("prob", np.float64), ("amp", np.float64), @@ -56,7 +56,7 @@ class CrossResonanceResults(Results): class CrossResonanceData(Data): """Data structure for rCross Resonance Gate Calibration.""" - data: dict[QubitId, npt.NDArray[CrossResonanceAmplitudeType]] = field(default_factory=dict) + data: dict[QubitId, npt.NDArray[CrossResonanceType]] = field(default_factory=dict) """Raw data acquired.""" @@ -83,7 +83,7 @@ def _acquisition( next_start = max(tgt_native_rx.finish, ctr_native_rx.finish) - cr_pulse = Pulse(start = next_start, + cr_pulse: Pulse = Pulse(start = next_start, duration = ctr_native_rx.duration, amplitude = ctr_native_rx.amplitude, frequency = tgt_native_rx.frequency, @@ -126,7 +126,7 @@ def _acquisition( for qubit in pair: prob = results[qubit].probability(state=1) data.register_qubit( - CrossResonanceAmplitudeType, + CrossResonanceType, (qubit, target, control, tgt_setup, ctr_setup), dict( prob=prob.tolist(), diff --git a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/chevron_amplitude_frequency.py b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/chevron_amplitude_frequency.py index 39faf66ba..8e576e74b 100644 --- a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/chevron_amplitude_frequency.py +++ b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/chevron_amplitude_frequency.py @@ -12,6 +12,7 @@ from qibolab.sweeper import Parameter, Sweeper, SweeperType from qibocal.protocols.utils import HZ_TO_GHZ from qibocal.auto.operation import Data, Parameters, Results, Routine +from qibolab.pulses import Pulse, Rectangular, PulseType, GaussianSquare from .utils import STATES @@ -29,23 +30,25 @@ class CrossResonanceChevronFrequencyParameters(Parameters): """ResonatorSpectroscopy runcard inputs.""" - pulse_duration_start: float - """Initial pi pulse duration [ns].""" - pulse_duration_end: float - """Final pi pulse duration [ns].""" - pulse_duration_step: float - """Step pi pulse duration [ns].""" + min_amp_factor: float + """Initial CR pulse amplitude [a.u.].""" + max_amp_factor: float + """Final CR pulse amplitude [a.u.].""" + step_amp_factor: float + """Step CR pulse amplitude [a.u.].""" freq_width: int """Frequency range.""" freq_step: int """Frequency step size.""" - pulse_amplitude: Optional[float] = None + """Maximum pulse amplitude [a.u.].""" + pulse_duration: Optional[int] = None + """Pulse duration [ns].""" @property - def duration_range(self): + def amplitude_factor(self): return np.arange( - self.pulse_duration_start, self.pulse_duration_end, self.pulse_duration_step + self.min_amp_factor, self.max_amp_factor, self.step_amp_factor ) @property @@ -70,15 +73,20 @@ class CrossResonanceChevronFrequencyData(Data): ) """Raw data acquired.""" - def register_qubit(self, dtype, key, prob, freq, length): + def register_qubit(self, dtype, data_key, data:dict): """Store output for single qubit.""" - size = len(freq) * len(length) - frequency, duration = np.meshgrid(freq, length) + + prob = data["prob"] + freq = data["freq"] + amp = data["amp"] + + size = len(freq) * len(amp) + frequency, amplitude = np.meshgrid(freq, amp) ar = np.empty(size, dtype=dtype) ar["freq"] = frequency.ravel() - ar["length"] = duration.ravel() + ar["amp"] = amplitude.ravel() ar["prob"] = prob.ravel() - self.data[key] = np.rec.array(ar) + self.data[data_key] = np.rec.array(ar) def _acquisition( @@ -94,37 +102,50 @@ def _acquisition( for setup in STATES: sequence = PulseSequence() target_drive_freq = platform.qubits[target].native_gates.RX.frequency + rx_control = platform.create_RX_pulse(control, 0) # add a RX control pulse if the setup is |1> + next_start=0 if setup == STATES[1]: - rx_control = platform.create_RX_pulse(control, 0) - pulse = platform.create_RX_pulse(control, rx_control.finish) + next_start = rx_control.finish sequence.add(rx_control) - else: - pulse = platform.create_RX_pulse(control, 0) - pulse.frequency = target_drive_freq + cr_pulse: Pulse = Pulse(start = next_start, + duration = rx_control.duration, + amplitude = rx_control.amplitude, + frequency = target_drive_freq, + relative_phase=0, + channel=rx_control.channel, + shape = GaussianSquare(0.9,5), + type = PulseType.DRIVE, + qubit = control, + ) + + cr_pulse.frequency = target_drive_freq if params.pulse_amplitude is not None: - pulse.amplitude = params.pulse_amplitude - sequence.add(pulse) + cr_pulse.amplitude = params.pulse_amplitude + if params.pulse_duration is not None: + cr_pulse.duration = params.pulse_duration + + sequence.add(cr_pulse) # add readout pulses for qubit in pair: - sequence.add(platform.create_qubit_readout_pulse(qubit, start=pulse.finish)) + sequence.add(platform.create_qubit_readout_pulse(qubit, start=cr_pulse.finish)) # create a duration sweeper for the pulse duration - sweeper_duration = Sweeper( - Parameter.duration, - params.duration_range, - pulses=[pulse], - type=SweeperType.ABSOLUTE, + sweeper_amplitude = Sweeper( + Parameter.amplitude, + params.amplitude_factor, + pulses=[cr_pulse], + type=SweeperType.FACTOR, ) # create a frequency sweeper for the pulse frequency sweeper_frequency = Sweeper( Parameter.frequency, params.frequency_range, - pulses=[pulse], + pulses=[cr_pulse], type=SweeperType.OFFSET, ) @@ -137,22 +158,24 @@ def _acquisition( acquisition_type=AcquisitionType.DISCRIMINATION, averaging_mode=AveragingMode.SINGLESHOT, ), - sweeper_duration, + sweeper_amplitude, sweeper_frequency, ) # store the results for each qubit in the pair in the data object # NOTE: Change this to use standard qibocal>auto>operation>Data>register_qubit for qubit in pair: + prob = results[qubit].probability(state=1) data.register_qubit( - dtype=CrossResonanceChevronFrequencyType, - key=(qubit, target, control, setup), - prob=results[qubit].probability(state=1), - length=params.duration_range, - freq=pulse.frequency + params.frequency_range, + CrossResonanceChevronFrequencyType, + (qubit, target, control, setup), + dict( + prob=prob, + amp=params.amplitude_factor*cr_pulse.amplitude, + freq=cr_pulse.frequency + params.frequency_range, + ) ) - # return the data return data @@ -184,7 +207,7 @@ def _plot( qubit_data = data.data[qubit, pair[0], pair[1], setup] fig.add_trace( go.Heatmap( - x=qubit_data.length, + x=qubit_data.amp, y=qubit_data.freq * HZ_TO_GHZ, z=qubit_data.prob, name=f"Control at |{setup}>", @@ -193,7 +216,7 @@ def _plot( row=1, col=i+1, ) - fig.update_xaxes(title_text="Pulse Duration [ns]", row=1, col=i+1) + fig.update_xaxes(title_text="Pulse Amplitude [a.u.]", row=1, col=i+1) fig.update_yaxes(title_text="Frequency [GHz]", row=1, col=i+1) fig.update_layout(coloraxis={'colorscale':'Plasma'}) figs.append(fig) diff --git a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/chevron_frequency.py b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/chevron_frequency.py index f43ed76a9..683f4ca31 100644 --- a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/chevron_frequency.py +++ b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/chevron_frequency.py @@ -7,7 +7,7 @@ from plotly.subplots import make_subplots from qibolab import AcquisitionType, AveragingMode, ExecutionParameters from qibolab.platform import Platform -from qibolab.pulses import PulseSequence +from qibolab.pulses import PulseSequence, Pulse, GaussianSquare, PulseType from qibolab.qubits import QubitId, QubitPairId from qibolab.sweeper import Parameter, Sweeper, SweeperType from qibocal.protocols.utils import HZ_TO_GHZ @@ -94,29 +94,38 @@ def _acquisition( for setup in STATES: sequence = PulseSequence() target_drive_freq = platform.qubits[target].native_gates.RX.frequency - - # add a RX control pulse if the setup is |1> - if setup == STATES[1]: - rx_control = platform.create_RX_pulse(control, 0) - pulse = platform.create_RX_pulse(control, rx_control.finish) + rx_control = platform.create_RX_pulse(control, 0) + + next_start = 0 + if setup == STATES[1]: + next_start = rx_control.finish # add a RX control pulse if the setup is |X> sequence.add(rx_control) - else: - pulse = platform.create_RX_pulse(control, 0) - - pulse.frequency = target_drive_freq + + # Cross resonance pulse + cr_pulse: Pulse = Pulse(start = next_start, + duration = rx_control.duration, + amplitude = rx_control.amplitude, + frequency = target_drive_freq, + relative_phase=0, + channel=rx_control.channel, + shape = GaussianSquare(0.9,5), + type = PulseType.DRIVE, + qubit = control, + ) + if params.pulse_amplitude is not None: - pulse.amplitude = params.pulse_amplitude - sequence.add(pulse) + cr_pulse.amplitude = params.pulse_amplitude + sequence.add(cr_pulse) # add readout pulses for qubit in pair: - sequence.add(platform.create_qubit_readout_pulse(qubit, start=pulse.finish)) + sequence.add(platform.create_qubit_readout_pulse(qubit, start=cr_pulse.finish)) # create a duration sweeper for the pulse duration sweeper_duration = Sweeper( Parameter.duration, params.duration_range, - pulses=[pulse], + pulses=[cr_pulse], type=SweeperType.ABSOLUTE, ) @@ -124,7 +133,7 @@ def _acquisition( sweeper_frequency = Sweeper( Parameter.frequency, params.frequency_range, - pulses=[pulse], + pulses=[cr_pulse], type=SweeperType.OFFSET, ) @@ -142,14 +151,13 @@ def _acquisition( ) # store the results for each qubit in the pair in the data object - # NOTE: Change this to use standard qibocal>auto>operation>Data>register_qubit for qubit in pair: data.register_qubit( dtype=CrossResonanceChevronFrequencyType, key=(qubit, target, control, setup), prob=results[qubit].probability(state=1), length=params.duration_range, - freq=pulse.frequency + params.frequency_range, + freq=cr_pulse.frequency + params.frequency_range, ) # return the data diff --git a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/chevron_length.py b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/chevron_length.py index 164da84b3..2bb0e5d7f 100644 --- a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/chevron_length.py +++ b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/chevron_length.py @@ -7,7 +7,7 @@ from plotly.subplots import make_subplots from qibolab import AcquisitionType, AveragingMode, ExecutionParameters from qibolab.platform import Platform -from qibolab.pulses import PulseSequence +from qibolab.pulses import PulseSequence, PulseType, GaussianSquare, Pulse from qibolab.qubits import QubitId, QubitPairId from qibolab.sweeper import Parameter, Sweeper, SweeperType from qibocal.auto.operation import Data, Parameters, Results, Routine @@ -16,12 +16,12 @@ CrossResonanceChevronType = np.dtype( [ - ("prob", np.float64), ("length", np.int64), ("amp", np.float64), + ("prob", np.float64), ] ) -"""Custom dtype for cross resonance chevron.""" +"""Custom dtype for cross resonance chevron calibration.""" @dataclass class CrossResonanceChevronParameters(Parameters): @@ -96,33 +96,43 @@ def _acquisition( target, control = pair sequence = PulseSequence() target_drive_freq = platform.qubits[target].native_gates.RX.frequency + rx_control = platform.create_RX_pulse(control, 0) + next_start = 0 if setup == STATES[1]: - rx_control = platform.create_RX_pulse(control, 0) - pulse = platform.create_RX_pulse(control, rx_control.finish) + next_start = rx_control.finish sequence.add(rx_control) - else: - pulse = platform.create_RX_pulse(control, 0) - pulse.frequency = target_drive_freq + # Cross resonance pulse + cr_pulse: Pulse = Pulse(start = next_start, + duration = rx_control.duration, + amplitude = rx_control.amplitude, + frequency = target_drive_freq, + relative_phase=0, + channel=rx_control.channel, + shape = GaussianSquare(0.9,5), + type = PulseType.DRIVE, + qubit = control, + ) + if params.pulse_amplitude is not None: - pulse.amplitude = params.pulse_amplitude - sequence.add(pulse) + cr_pulse.amplitude = params.pulse_amplitude + sequence.add(cr_pulse) sequence.add( - platform.create_qubit_readout_pulse(target, start=pulse.finish) + platform.create_qubit_readout_pulse(target, start=cr_pulse.finish) ) sweeper_duration = Sweeper( Parameter.duration, params.duration_range, - pulses=[pulse], + pulses=[cr_pulse], type=SweeperType.ABSOLUTE, ) sweeper_amplitude = Sweeper( Parameter.amplitude, - pulse.amplitude * params.amplitude_factor_range, - pulses=[pulse], + cr_pulse.amplitude * params.amplitude_factor_range, + pulses=[cr_pulse], type=SweeperType.FACTOR, ) @@ -139,13 +149,13 @@ def _acquisition( ) # store the results - prob1 = results[target].probability(state=1) + prob = results[target].probability(state=1) data.register_qubit( dtype=CrossResonanceChevronType, key=(target, control, setup), - prob=prob1, + prob=prob, length=params.duration_range, - amp=pulse.amplitude * params.amplitude_factor_range, + amp=cr_pulse.amplitude * params.amplitude_factor_range, ) # finally, save the remaining data return data diff --git a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/length_sequences.py b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/length_sequences.py index e5484fa2d..884d25bd0 100644 --- a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/length_sequences.py +++ b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/length_sequences.py @@ -13,7 +13,7 @@ from qibocal.protocols.two_qubit_interaction.cross_resonance.length import CrossResonanceParameters from .utils import STATES -CrossResonanceType = np.dtype( +CrossResonanceSignalType = np.dtype( [ ("magnitude", np.float64), ("phase", np.float64), @@ -35,16 +35,9 @@ class CrossResonanceSeqResults(Results): @dataclass class CrossResonanceSeqData(Data): - """Data structure for Cross Resonance Gate Calibration using Sequences. - targets: [target, control] - 0(I): - Q_C: Pulse(omega_T, t) - MZ - Q_T: wait - MZ - 1(X): - Q_C: RX - Pulse(omega_T, t) - MZ - Q_T: - wait - MZ - """ - data: dict[QubitId, npt.NDArray[CrossResonanceType]] = field(default_factory=dict) + """Data structure for Cross Resonance Gate Calibration using Sequences.""" + + data: dict[QubitId, npt.NDArray[CrossResonanceSignalType]] = field(default_factory=dict) """Raw data acquired.""" def _acquisition( @@ -112,7 +105,7 @@ def _acquisition( mag = results[qubit].magnitude phi = results[qubit].phase data.register_qubit( - CrossResonanceType, + CrossResonanceSignalType, (qubit, target, control, tgt_setup, ctr_setup), dict( magnitude=[mag], From 920fb8dd94a9a5a8f7d59b366372a14223c9bbcd Mon Sep 17 00:00:00 2001 From: jevillegasdatTII Date: Fri, 18 Oct 2024 17:27:45 +0400 Subject: [PATCH 89/93] chevron coupler routine --- src/qibocal/protocols/__init__.py | 2 + .../two_qubit_interaction/__init__.py | 1 + .../cross_resonance/__init__.py | 1 + .../cross_resonance/chevron_coupler.py | 230 ++++++++++++++++++ 4 files changed, 234 insertions(+) create mode 100644 src/qibocal/protocols/two_qubit_interaction/cross_resonance/chevron_coupler.py diff --git a/src/qibocal/protocols/__init__.py b/src/qibocal/protocols/__init__.py index 81ff11b0e..897802368 100644 --- a/src/qibocal/protocols/__init__.py +++ b/src/qibocal/protocols/__init__.py @@ -80,6 +80,7 @@ cross_resonance_chevron_length, cross_resonance_chevron_frequency, cross_resonance_chevron_amplitude_frequency, + cross_resonance_chevron_coupler, ) from .two_qubit_state_tomography import two_qubit_state_tomography @@ -162,4 +163,5 @@ "cross_resonance_chevron_length", "cross_resonance_chevron_frequency", "cross_resonance_chevron_amplitude_frequency", + "cross_resonance_chevron_coupler" ] diff --git a/src/qibocal/protocols/two_qubit_interaction/__init__.py b/src/qibocal/protocols/two_qubit_interaction/__init__.py index 37e08a0aa..d2c68fba8 100644 --- a/src/qibocal/protocols/two_qubit_interaction/__init__.py +++ b/src/qibocal/protocols/two_qubit_interaction/__init__.py @@ -7,6 +7,7 @@ cross_resonance_chevron_length, cross_resonance_chevron_frequency, cross_resonance_chevron_amplitude_frequency, + cross_resonance_chevron_coupler, ) from .optimize import optimize_two_qubit_gate diff --git a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/__init__.py b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/__init__.py index b67fb07b6..64aab4f96 100644 --- a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/__init__.py +++ b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/__init__.py @@ -4,3 +4,4 @@ from .chevron_length import cross_resonance_chevron_length from .chevron_frequency import cross_resonance_chevron_frequency from .chevron_amplitude_frequency import cross_resonance_chevron_amplitude_frequency +from .chevron_coupler import cross_resonance_chevron_coupler diff --git a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/chevron_coupler.py b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/chevron_coupler.py new file mode 100644 index 000000000..a830ba973 --- /dev/null +++ b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/chevron_coupler.py @@ -0,0 +1,230 @@ +from dataclasses import dataclass, field +from typing import Optional + +import numpy as np +import numpy.typing as npt +import plotly.graph_objects as go +from plotly.subplots import make_subplots +from qibolab import AcquisitionType, AveragingMode, ExecutionParameters +from qibolab.platform import Platform +from qibolab.pulses import PulseSequence, PulseType, GaussianSquare, Pulse +from qibolab.qubits import QubitId, QubitPairId +from qibolab.sweeper import Parameter, Sweeper, SweeperType +from qibocal.auto.operation import Data, Parameters, Results, Routine + +from qibocal.protocols.two_qubit_interaction.utils import order_pair + + +from .utils import STATES + +CrossResonanceChevronType = np.dtype( + [ + ("flux", np.int64), + ("amp", np.float64), + ("prob", np.float64), + ] +) +"""Custom dtype for cross resonance chevron calibration.""" + +@dataclass +class CrossResonanceChevronParameters(Parameters): + """cross resonance chevron runcard inputs.""" + + coupler_amplitude_min_factor: float + """Initial coupler flux pulse amplitude.""" + coupler_amplitude_max_factor: float + """Final coupler flux pulse amplitude.""" + coupler_amplitude_step_factor: float + """Step coupler flux pulse amplitude.""" + + amplitude_min_factor: float + """CR pulse amplitude minimum.""" + amplitude_max_factor: float + """CR pulse amplitude maximum.""" + amplitude_step_factor: float + """CR pulse amplitude step.""" + + pulse_amplitude: Optional[float] = None + pulse_duration: Optional[int] = None + + @property + def amplitude_factor_range(self): + return np.arange( + self.amplitude_min_factor, + self.amplitude_max_factor, + self.amplitude_step_factor, + ) + + @property + def coupler_amplitude_range(self): + return np.arange( + self.coupler_amplitude_min_factor, + self.coupler_amplitude_max_factor, + self.coupler_amplitude_step_factor, + ) + +@dataclass +class CrossResonanceChevronResults(Results): + """cross resonance chevron outputs.""" + + +@dataclass +class CrossResonanceChevronData(Data): + """Data structure for cross resonance chevron.""" + + data: dict[QubitId, npt.NDArray[CrossResonanceChevronType]] = field( + default_factory=dict + ) + """Raw data acquired.""" + + def register_qubit(self, dtype, key, prob, flux, amp): + """Store output for single qubit.""" + size = len(flux) * len(amp) + amplitude, flux_amplitude = np.meshgrid(amp, flux) + ar = np.empty(size, dtype=dtype) + ar["flux"] = flux_amplitude.ravel() + ar["amp"] = amplitude.ravel() + ar["prob"] = prob.ravel() + self.data[key] = np.rec.array(ar) + + +def _acquisition( + params: CrossResonanceChevronParameters, + platform: Platform, + targets: list[QubitPairId], +) -> CrossResonanceChevronData: + """Data acquisition for cross resonance chevron.""" + """Run a CR gate with variable amplitude for different coupling flux bias.""" + data = CrossResonanceChevronData() + + for pair in targets: + for setup in STATES: + target, control = pair + ordered_pair = order_pair(pair, platform) + + sequence = PulseSequence() + target_drive_freq = platform.qubits[target].native_gates.RX.frequency + rx_control = platform.create_RX_pulse(control, 0) + + next_start = 0 + if setup == STATES[1]: + next_start = rx_control.finish + sequence.add(rx_control) + + native_gate, _ = platform.create_CZ_pulse_sequence( + (target,control), + start=sequence.finish, + ) + + flux_pulses = [p for p in native_gate.coupler_pulses(*pair)][:1] + flux_amplitude = getattr(flux_pulses[0], "amplitude") + + # Cross resonance pulse + cr_pulse: Pulse = Pulse(start = next_start, + duration = rx_control.duration, + amplitude = rx_control.amplitude, + frequency = target_drive_freq, + relative_phase=0, + channel=rx_control.channel, + shape = GaussianSquare(0.9,5), + type = PulseType.DRIVE, + qubit = control, + ) + + if params.pulse_amplitude is not None: + cr_pulse.amplitude = params.pulse_amplitude + if params.pulse_duration is not None: + cr_pulse.duration = params.pulse_duration + + sequence.add(cr_pulse) + sequence.add( + platform.create_qubit_readout_pulse(target, start=cr_pulse.finish) + ) + + sweeper_coupler = Sweeper( + Parameter.amplitude, + params.coupler_amplitude_range, + pulses=[flux_pulses], + type=SweeperType.FACTOR, + ) + + sweeper_amplitude = Sweeper( + Parameter.amplitude, + cr_pulse.amplitude * params.amplitude_factor_range, + pulses=[cr_pulse], + type=SweeperType.FACTOR, + ) + + results = platform.sweep( + sequence, + ExecutionParameters( + nshots=params.nshots, + relaxation_time=params.relaxation_time, + acquisition_type=AcquisitionType.DISCRIMINATION, + averaging_mode=AveragingMode.SINGLESHOT, + ), + sweeper_coupler, + sweeper_amplitude, + ) + + # store the results + prob = results[target].probability(state=1) + data.register_qubit( + dtype = CrossResonanceChevronType, + key = (target, control, setup), + prob = prob, + flux = flux_amplitude*params.coupler_amplitude_range, + amp = cr_pulse.amplitude*params.amplitude_factor_range, + ) + # finally, save the remaining data + return data + + +def _fit( + data: CrossResonanceChevronData, +) -> CrossResonanceChevronResults: + """Post-processing function for Chevron with CR amplitude and coupler flux bias.""" + return CrossResonanceChevronResults() + + +def _plot( + data: CrossResonanceChevronData, + target: QubitPairId, + fit: CrossResonanceChevronResults, +): + pair = target + figs = [] + + """Plotting function for Cross Resonance Chevron with flux bias sweep.""" + fig = make_subplots( + rows=1, + cols=2, + subplot_titles=( + f"Control Q{pair[1]} = |{STATES[0]}>", + f"Control Q{pair[1]} = |{STATES[1]}>", + ), + ) + + for i, setup in enumerate(STATES): + qubit_data = data.data[target[0], target[1], setup] + fig.add_trace( + go.Heatmap( + x=qubit_data.flux, + y=qubit_data.amp, + z=qubit_data.prob, + name=f"Control at {setup}", + coloraxis="coloraxis" + ), + row=1, + col=i+1, + ) + fig.update_xaxes(title_text="Flux Pulse Amplitude [a.u.]", row=1, col=i+1) + fig.update_yaxes(title_text="CR Pulse Amplitude [a.u.]", row=1, col=i+1) + fig.update_layout(coloraxis={'colorscale':'Plasma'}) + + figs.append(fig) + return figs, "" + + +cross_resonance_chevron_coupler = Routine(_acquisition, _fit, _plot) +"""CrossResonanceChevron Coupler Routine object.""" From e8a059863248330823e48ca0b4cc1797f7e5a3ab Mon Sep 17 00:00:00 2001 From: jevillegasdatTII Date: Wed, 6 Nov 2024 10:21:58 +0400 Subject: [PATCH 90/93] fix on length_sequences for the pulse duration was not being updated and added optional parameters in all routiones to allow the specification of the pulse shape from the runcard. --- .../cross_resonance/amplitude.py | 15 +++++++--- .../chevron_amplitude_frequency.py | 14 +++++++--- .../cross_resonance/chevron_coupler.py | 13 +++++++-- .../cross_resonance/chevron_frequency.py | 11 ++++++-- .../cross_resonance/chevron_length.py | 11 ++++++-- .../cross_resonance/length.py | 28 +++++++++++-------- .../cross_resonance/length_sequences.py | 25 ++++++++--------- 7 files changed, 78 insertions(+), 39 deletions(-) diff --git a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/amplitude.py b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/amplitude.py index b69226adb..77e6e2c65 100644 --- a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/amplitude.py +++ b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/amplitude.py @@ -8,10 +8,11 @@ from qibolab.platform import Platform from qibolab.sweeper import Parameter, Sweeper, SweeperType -from qibolab.pulses import PulseSequence +from qibolab.pulses import Pulse, PulseSequence, PulseType +from qibolab.pulses import Gaussian, Drag, Rectangular, GaussianSquare + from qibolab.native import NativePulse from qibolab.qubits import QubitId, QubitPairId -from qibolab.pulses import Pulse, Rectangular, PulseType, GaussianSquare from qibocal.auto.operation import Data, Parameters, Results, Routine from .utils import STATES @@ -39,12 +40,18 @@ class CrossResonanceAmplitudeParameters(Parameters): """CR pulse duration [ns].""" pulse_amplitude: Optional[float] = None """CR pulse amplitude [ns].""" - + shape: Optional[str] = "Rectangular()" + """CR pulse shape parameters.""" @property def amplitude_factor_range(self): return np.arange( self.min_amp_factor, self.max_amp_factor, self.step_amp_factor ) + """Amplitude factor range.""" + @property + def pulse_shape(self): + return eval(self.shape) + """Cross Resonance Pulse shape.""" @dataclass @@ -89,7 +96,7 @@ def _acquisition( frequency = tgt_native_rx.frequency, relative_phase=0, channel=ctr_native_rx.channel, - shape = GaussianSquare(0.9,5), + shape = params.pulse_shape, type = PulseType.DRIVE, qubit = control, ) diff --git a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/chevron_amplitude_frequency.py b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/chevron_amplitude_frequency.py index 8e576e74b..d91d437c2 100644 --- a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/chevron_amplitude_frequency.py +++ b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/chevron_amplitude_frequency.py @@ -7,12 +7,12 @@ from plotly.subplots import make_subplots from qibolab import AcquisitionType, AveragingMode, ExecutionParameters from qibolab.platform import Platform -from qibolab.pulses import PulseSequence from qibolab.qubits import QubitId, QubitPairId from qibolab.sweeper import Parameter, Sweeper, SweeperType from qibocal.protocols.utils import HZ_TO_GHZ from qibocal.auto.operation import Data, Parameters, Results, Routine -from qibolab.pulses import Pulse, Rectangular, PulseType, GaussianSquare +from qibolab.pulses import Pulse, PulseSequence, PulseType +from qibolab.pulses import Gaussian, Drag, Rectangular, GaussianSquare from .utils import STATES @@ -44,7 +44,13 @@ class CrossResonanceChevronFrequencyParameters(Parameters): """Maximum pulse amplitude [a.u.].""" pulse_duration: Optional[int] = None """Pulse duration [ns].""" - + shape: Optional[str] = "Rectangular()" + """CR pulse shape parameters.""" + @property + def pulse_shape(self): + return eval(self.shape) + """Cross Resonance Pulse shape.""" + @property def amplitude_factor(self): return np.arange( @@ -116,7 +122,7 @@ def _acquisition( frequency = target_drive_freq, relative_phase=0, channel=rx_control.channel, - shape = GaussianSquare(0.9,5), + shape = params.pulse_shape, type = PulseType.DRIVE, qubit = control, ) diff --git a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/chevron_coupler.py b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/chevron_coupler.py index a830ba973..d7d286e0a 100644 --- a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/chevron_coupler.py +++ b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/chevron_coupler.py @@ -7,10 +7,11 @@ from plotly.subplots import make_subplots from qibolab import AcquisitionType, AveragingMode, ExecutionParameters from qibolab.platform import Platform -from qibolab.pulses import PulseSequence, PulseType, GaussianSquare, Pulse from qibolab.qubits import QubitId, QubitPairId from qibolab.sweeper import Parameter, Sweeper, SweeperType from qibocal.auto.operation import Data, Parameters, Results, Routine +from qibolab.pulses import Pulse, PulseSequence, PulseType +from qibolab.pulses import Gaussian, Drag, Rectangular, GaussianSquare from qibocal.protocols.two_qubit_interaction.utils import order_pair @@ -43,9 +44,15 @@ class CrossResonanceChevronParameters(Parameters): """CR pulse amplitude maximum.""" amplitude_step_factor: float """CR pulse amplitude step.""" - + pulse_amplitude: Optional[float] = None pulse_duration: Optional[int] = None + shape: Optional[str] = "Rectangular()" + """CR pulse shape parameters.""" + @property + def pulse_shape(self): + return eval(self.shape) + """Cross Resonance Pulse shape.""" @property def amplitude_factor_range(self): @@ -126,7 +133,7 @@ def _acquisition( frequency = target_drive_freq, relative_phase=0, channel=rx_control.channel, - shape = GaussianSquare(0.9,5), + shape = params.pulse_shape, type = PulseType.DRIVE, qubit = control, ) diff --git a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/chevron_frequency.py b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/chevron_frequency.py index 683f4ca31..20bc901bc 100644 --- a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/chevron_frequency.py +++ b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/chevron_frequency.py @@ -7,11 +7,12 @@ from plotly.subplots import make_subplots from qibolab import AcquisitionType, AveragingMode, ExecutionParameters from qibolab.platform import Platform -from qibolab.pulses import PulseSequence, Pulse, GaussianSquare, PulseType from qibolab.qubits import QubitId, QubitPairId from qibolab.sweeper import Parameter, Sweeper, SweeperType from qibocal.protocols.utils import HZ_TO_GHZ from qibocal.auto.operation import Data, Parameters, Results, Routine +from qibolab.pulses import Pulse, PulseSequence, PulseType +from qibolab.pulses import Gaussian, Drag, Rectangular, GaussianSquare from .utils import STATES @@ -41,6 +42,12 @@ class CrossResonanceChevronFrequencyParameters(Parameters): """Frequency step size.""" pulse_amplitude: Optional[float] = None + shape: Optional[str] = "Rectangular()" + """CR pulse shape parameters.""" + @property + def pulse_shape(self): + return eval(self.shape) + """Cross Resonance Pulse shape.""" @property def duration_range(self): @@ -108,7 +115,7 @@ def _acquisition( frequency = target_drive_freq, relative_phase=0, channel=rx_control.channel, - shape = GaussianSquare(0.9,5), + shape = params.pulse_shape, type = PulseType.DRIVE, qubit = control, ) diff --git a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/chevron_length.py b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/chevron_length.py index 2bb0e5d7f..9a89d0d29 100644 --- a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/chevron_length.py +++ b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/chevron_length.py @@ -7,10 +7,11 @@ from plotly.subplots import make_subplots from qibolab import AcquisitionType, AveragingMode, ExecutionParameters from qibolab.platform import Platform -from qibolab.pulses import PulseSequence, PulseType, GaussianSquare, Pulse from qibolab.qubits import QubitId, QubitPairId from qibolab.sweeper import Parameter, Sweeper, SweeperType from qibocal.auto.operation import Data, Parameters, Results, Routine +from qibolab.pulses import Pulse, PulseSequence, PulseType +from qibolab.pulses import Gaussian, Drag, Rectangular, GaussianSquare from .utils import STATES @@ -41,6 +42,12 @@ class CrossResonanceChevronParameters(Parameters): """Amplitude step.""" pulse_amplitude: Optional[float] = None + shape: Optional[str] = "Rectangular()" + """CR pulse shape parameters.""" + @property + def pulse_shape(self): + return eval(self.shape) + """Cross Resonance Pulse shape.""" @property def duration_range(self): @@ -110,7 +117,7 @@ def _acquisition( frequency = target_drive_freq, relative_phase=0, channel=rx_control.channel, - shape = GaussianSquare(0.9,5), + shape = params.pulse_shape, type = PulseType.DRIVE, qubit = control, ) diff --git a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/length.py b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/length.py index e96bbf4e5..646f1af35 100644 --- a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/length.py +++ b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/length.py @@ -7,13 +7,12 @@ from qibolab import AcquisitionType, AveragingMode, ExecutionParameters from qibolab.platform import Platform from qibolab.sweeper import Parameter, Sweeper, SweeperType - -from qibolab.pulses import PulseSequence from qibolab.native import NativePulse from qibolab.qubits import QubitId, QubitPairId -from qibolab.pulses import Pulse, Rectangular, PulseType, Gaussian - from qibocal.auto.operation import Data, Parameters, Results, Routine +from qibolab.pulses import Pulse, PulseSequence, PulseType +from qibolab.pulses import Gaussian, Drag, Rectangular, GaussianSquare + from .utils import STATES CrossResonanceType = np.dtype( @@ -34,14 +33,20 @@ class CrossResonanceParameters(Parameters): """Final pi pulse duration [ns].""" pulse_duration_step: float """Step pi pulse duration [ns].""" - pulse_amplitude: Optional[float] = None - + """CR pulse amplitude [ns].""" + shape: Optional[str] = "Rectangular()" + """CR pulse shape.""" @property def duration_range(self): return np.arange( self.pulse_duration_start, self.pulse_duration_end, self.pulse_duration_step ) + """Pulse duration range.""" + @property + def pulse_shape(self): + return eval(self.shape) + """Cross Resonance Pulse shape.""" @dataclass @@ -51,7 +56,7 @@ class CrossResonanceResults(Results): @dataclass class CrossResonanceData(Data): - """Data structure for rCross Resonance Gate Calibration.""" + """Data structure for Cross Resonance Gate Calibration.""" data: dict[QubitId, npt.NDArray[CrossResonanceType]] = field(default_factory=dict) """Raw data acquired.""" @@ -65,14 +70,15 @@ def _acquisition( data = CrossResonanceData() for pair in targets: - for ctr_setup in STATES: - for tgt_setup in STATES: + for tgt_setup in STATES: + for ctr_setup in STATES: target, control = pair tgt_native_rx:NativePulse = platform.qubits[target].native_gates.RX.pulse(start=0) ctr_native_rx:NativePulse = platform.qubits[control].native_gates.RX.pulse(start=0) sequence = PulseSequence() next_start = 0 + if tgt_setup == STATES[1]: sequence.add(tgt_native_rx) next_start = tgt_native_rx.finish @@ -86,7 +92,7 @@ def _acquisition( amplitude=ctr_native_rx.amplitude, frequency=tgt_native_rx.frequency, # control frequency relative_phase=0, - shape=Gaussian(5), + shape=params.pulse_shape, qubit=control, channel= ctr_native_rx.channel ,type=PulseType.DRIVE ) @@ -172,4 +178,4 @@ def _plot(data: CrossResonanceData, target: QubitPairId, fit: CrossResonanceResu return figs, "" cross_resonance_length = Routine(_acquisition, _fit, _plot) -"""CrossResonance Sequences Routine object.""" +"""CrossResonance Length Routine object.""" diff --git a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/length_sequences.py b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/length_sequences.py index 884d25bd0..90ae2a0d3 100644 --- a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/length_sequences.py +++ b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/length_sequences.py @@ -6,11 +6,12 @@ import plotly.graph_objects as go from qibolab import AcquisitionType, AveragingMode, ExecutionParameters from qibolab.platform import Platform -from qibolab.pulses import PulseSequence from qibolab.qubits import QubitId, QubitPairId - from qibocal.auto.operation import Data, Parameters, Results, Routine from qibocal.protocols.two_qubit_interaction.cross_resonance.length import CrossResonanceParameters +from qibolab.pulses import Pulse, PulseSequence, PulseType +from qibolab.pulses import Gaussian, Drag, Rectangular, GaussianSquare + from .utils import STATES CrossResonanceSignalType = np.dtype( @@ -44,7 +45,6 @@ def _acquisition( params: CrossResonanceSeqParameters, platform: Platform, targets: list[QubitPairId] ) -> CrossResonanceSeqData: """Data acquisition for Cross Resonance Gate Calibration using Sequences.""" - from qibolab.pulses import Pulse, Rectangular, PulseType, Gaussian from qibolab.native import NativePulse data = CrossResonanceSeqData() @@ -53,7 +53,6 @@ def _acquisition( for pair in targets: for tgt_setup in STATES: for ctr_setup in STATES: - # sweep the parameter for duration in params.duration_range: target, control = pair tgt_native_rx:NativePulse = platform.qubits[target].native_gates.RX.pulse(start=0) @@ -71,14 +70,14 @@ def _acquisition( next_start = max(ctr_native_rx.finish, next_start) cr_pulse: Pulse = Pulse(start=next_start, - duration=duration, - amplitude=ctr_native_rx.amplitude, - frequency=tgt_native_rx.frequency, # control frequency - relative_phase=0, - shape=Rectangular(), - qubit=control, - channel= ctr_native_rx.channel ,type=PulseType.DRIVE - ) + duration=duration, + amplitude=ctr_native_rx.amplitude, + frequency=tgt_native_rx.frequency, # control frequency + relative_phase=0, + shape=params.pulse_shape, + qubit=control, + channel= ctr_native_rx.channel ,type=PulseType.DRIVE + ) if params.pulse_amplitude is not None: cr_pulse.amplitude = params.pulse_amplitude @@ -149,7 +148,7 @@ def _plot(data: CrossResonanceSeqData, target: QubitPairId, fit: CrossResonanceS fig.update_layout( title=f"Qubit {ro_qubit}: {label}", xaxis_title="CR Pulse Length (ns)", - yaxis_title="Excited State Probability", + yaxis_title="Signal (a.u.)", ) figs.append(fig) From 9d18e0a25a9bc73a7886682299dc496ff219e1a1 Mon Sep 17 00:00:00 2001 From: jevillegasdatTII Date: Wed, 6 Nov 2024 17:47:55 +0400 Subject: [PATCH 91/93] Add axis titles --- .../two_qubit_interaction/cross_resonance/chevron_length.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/chevron_length.py b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/chevron_length.py index 9a89d0d29..458f7327b 100644 --- a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/chevron_length.py +++ b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/chevron_length.py @@ -206,6 +206,8 @@ def _plot( row=1, col=i+1, ) + fig.update_xaxes(title_text="Pulse Duration [ns]", row=1, col=i+1) + fig.update_yaxes(title_text="Pulse Amplitude [a.u.]", row=1, col=i+1) fig.update_layout(coloraxis={'colorscale':'Plasma'}) figs.append(fig) From cf819382211801b8a5ef199f6aa04e2d00d04d06 Mon Sep 17 00:00:00 2001 From: jevillegasdatTII Date: Tue, 19 Nov 2024 15:17:43 +0400 Subject: [PATCH 92/93] Cross resonance amplitude can project over multiple measurement axes --- src/qibocal/protocols/__init__.py | 10 +- .../cross_resonance/amplitude.py | 200 ++++++++++-------- .../cross_resonance/utils.py | 52 ++--- 3 files changed, 133 insertions(+), 129 deletions(-) diff --git a/src/qibocal/protocols/__init__.py b/src/qibocal/protocols/__init__.py index a44b4789b..5b8879403 100644 --- a/src/qibocal/protocols/__init__.py +++ b/src/qibocal/protocols/__init__.py @@ -32,6 +32,7 @@ from .qutrit_classification import qutrit_classification from .rabi.amplitude import rabi_amplitude from .rabi.amplitude_signal import rabi_amplitude_signal +from .rabi.amplitude_frequency_signal import rabi_amplitude_frequency_signal from .rabi.ef import rabi_amplitude_ef from .rabi.length import rabi_length from .rabi.length_sequences import rabi_length_sequences @@ -91,6 +92,7 @@ class Operation(Enum): rabi_length_sequences = rabi_length_sequences rabi_amplitude_signal = rabi_amplitude_signal rabi_length_signal = rabi_length_signal + rabi_amplitude_frequency_signal = rabi_amplitude_frequency_signal ramsey = ramsey ramsey_signal = ramsey_signal t1 = t1 @@ -109,7 +111,6 @@ class Operation(Enum): dispersive_shift = dispersive_shift chevron = chevron chevron_signal = chevron_signal - cz_virtualz = cz_virtualz standard_rb = standard_rb standard_rb_2q = standard_rb_2q readout_characterization = readout_characterization @@ -133,7 +134,8 @@ class Operation(Enum): dispersive_shift_qutrit = dispersive_shift_qutrit coupler_resonator_spectroscopy = coupler_resonator_spectroscopy coupler_qubit_spectroscopy = coupler_qubit_spectroscopy - cz_virtualz_signal = cz_virtualz_signal + correct_virtual_z_phases = correct_virtual_z_phases + correct_virtual_z_phases_signal = correct_virtual_z_phases_signal coupler_chevron = coupler_chevron flipping_signal = flipping_signal calibrate_state_discrimination = calibrate_state_discrimination @@ -142,5 +144,7 @@ class Operation(Enum): cross_resonance_amplitude = cross_resonance_amplitude, cross_resonance_chevron_length= cross_resonance_chevron_length, cross_resonance_chevron_frequency = cross_resonance_chevron_frequency, - cross_resonance_chevron_amplitude_frequency=cross_resonance_chevron_amplitude_frequency, + cross_resonance_chevron_amplitude_frequency = cross_resonance_chevron_amplitude_frequency, cross_resonance_chevron_coupler = cross_resonance_chevron_coupler + optimize_two_qubit_gate = optimize_two_qubit_gate + diff --git a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/amplitude.py b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/amplitude.py index 77e6e2c65..7174fe1f6 100644 --- a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/amplitude.py +++ b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/amplitude.py @@ -15,7 +15,7 @@ from qibolab.qubits import QubitId, QubitPairId from qibocal.auto.operation import Data, Parameters, Results, Routine -from .utils import STATES +from .utils import STATES, PROJECTIONS, ro_projection_pulse CrossResonanceType = np.dtype( [ @@ -42,6 +42,9 @@ class CrossResonanceAmplitudeParameters(Parameters): """CR pulse amplitude [ns].""" shape: Optional[str] = "Rectangular()" """CR pulse shape parameters.""" + projections: Optional[list[str]] = field(default_factory=lambda: [PROJECTIONS[0]]) + """Measurement porjection""" + @property def amplitude_factor_range(self): return np.arange( @@ -71,76 +74,85 @@ def _acquisition( params: CrossResonanceAmplitudeParameters, platform: Platform, targets: list[QubitPairId] ) -> CrossResonanceData: """Data acquisition for Cross Resonance Gate Calibration.""" - + + ro_pulses = {} + data = CrossResonanceData() for pair in targets: target, control = pair for ctr_setup in STATES: for tgt_setup in STATES: - ctr_native_rx = platform.create_RX_pulse(control, start = 0) - tgt_native_rx = platform.create_RX_pulse(target, start = 0) - - sequence = PulseSequence() - - if ctr_setup == STATES[1]: - sequence.add(ctr_native_rx) - - if tgt_setup == STATES[1]: - sequence.add(tgt_native_rx) - - next_start = max(tgt_native_rx.finish, ctr_native_rx.finish) - - cr_pulse: Pulse = Pulse(start = next_start, - duration = ctr_native_rx.duration, - amplitude = ctr_native_rx.amplitude, - frequency = tgt_native_rx.frequency, - relative_phase=0, - channel=ctr_native_rx.channel, - shape = params.pulse_shape, - type = PulseType.DRIVE, - qubit = control, - ) - - if params.pulse_length is not None: - cr_pulse.duration = params.pulse_length - if params.pulse_amplitude is not None: - cr_pulse.amplitude = params.pulse_amplitude - - sequence.add(cr_pulse) - - for qubit in pair: - sequence.add(platform.create_qubit_readout_pulse(qubit=qubit, start=cr_pulse.finish)) - - sweeper_amplitude = Sweeper( - parameter = Parameter.amplitude, - values = cr_pulse.amplitude*params.amplitude_factor_range, - pulses=[cr_pulse], - type=SweeperType.ABSOLUTE, - ) + for projection in params.projections: + ctr_native_rx = platform.create_RX_pulse(control, start = 0) + tgt_native_rx = platform.create_RX_pulse(target, start = 0) + + sequence = PulseSequence() + + if ctr_setup == STATES[1]: + sequence.add(ctr_native_rx) + + if tgt_setup == STATES[1]: + sequence.add(tgt_native_rx) + + next_start = max(tgt_native_rx.finish, ctr_native_rx.finish) + + cr_pulse: Pulse = Pulse(start = next_start, + duration = ctr_native_rx.duration, + amplitude = ctr_native_rx.amplitude, + frequency = tgt_native_rx.frequency, + relative_phase=0, + channel=ctr_native_rx.channel, + shape = params.pulse_shape, + type = PulseType.DRIVE, + qubit = control, + ) + + if params.pulse_length is not None: + cr_pulse.duration = params.pulse_length + if params.pulse_amplitude is not None: + cr_pulse.amplitude = params.pulse_amplitude + + sequence.add(cr_pulse) + + projection_pulse = {} + for qubit in pair: + #sequence.add(platform.create_qubit_readout_pulse(qubit=qubit, start=cr_pulse.finish)) + projection_pulse[qubit], ro_pulses[qubit] = ro_projection_pulse( + platform, qubit, start=cr_pulse.finish, projection=projection + ) + sequence.add(projection_pulse[qubit]) + sequence.add(ro_pulses[qubit]) + + sweeper_amplitude = Sweeper( + parameter = Parameter.amplitude, + values = cr_pulse.amplitude*params.amplitude_factor_range, + pulses=[cr_pulse], + type=SweeperType.ABSOLUTE, + ) - results = platform.sweep( - sequence, - ExecutionParameters( - nshots=params.nshots, - relaxation_time=params.relaxation_time, - acquisition_type=AcquisitionType.DISCRIMINATION, - averaging_mode=AveragingMode.SINGLESHOT, - ), - sweeper_amplitude, - ) - - # store the results - for qubit in pair: - prob = results[qubit].probability(state=1) - data.register_qubit( - CrossResonanceType, - (qubit, target, control, tgt_setup, ctr_setup), - dict( - prob=prob.tolist(), - amp=cr_pulse.amplitude * params.amplitude_factor_range, - error=np.sqrt(prob * (1 - prob) / params.nshots).tolist(), + results = platform.sweep( + sequence, + ExecutionParameters( + nshots=params.nshots, + relaxation_time=params.relaxation_time, + acquisition_type=AcquisitionType.DISCRIMINATION, + averaging_mode=AveragingMode.SINGLESHOT, ), + sweeper_amplitude, ) + + # store the results + for qubit in pair: + prob = results[qubit].probability(state=1) + data.register_qubit( + CrossResonanceType, + (qubit, target, control, tgt_setup, ctr_setup, projection), + dict( + prob=prob.tolist(), + amp=cr_pulse.amplitude * params.amplitude_factor_range, + error=np.sqrt(prob * (1 - prob) / params.nshots).tolist(), + ), + ) return data @@ -156,36 +168,40 @@ def _plot(data: CrossResonanceData, target: QubitPairId, fit: CrossResonanceResu """Plotting function for Cross Resonance Gate Calibration.""" tgt, ctr = target figs = [] + for ro_qubit in [tgt, ctr]: - fig = go.Figure() - for ctr_setup in STATES: - #(qubit, target, control, tgt_setup, ctr_setup) - i_data = data.data[ro_qubit, tgt, ctr, STATES[0], ctr_setup] - x_data = data.data[ro_qubit, tgt, ctr, STATES[1], ctr_setup] - - cr_parameters = getattr(i_data, 'amp') - fig.add_trace( - go.Scatter( - x=cr_parameters, y=i_data.prob, - name= f"Target: |{STATES[0]}>, Control: |{ctr_setup}>", - ), - ) - - cr_parameters = getattr(x_data, 'amp') - fig.add_trace( - go.Scatter( - x=cr_parameters, y=x_data.prob, - name= f"Target: |{STATES[1]}>, Control: |{ctr_setup}>", - mode='lines', line={'dash': 'dash'}, - ), - ) - fig.update_layout( - title=f"Qubit {ro_qubit}", - xaxis_title="CR Pulse Amplitude (a.u.)", - yaxis_title="Excited State Probability", - ) - - figs.append(fig) + for projection in PROJECTIONS: + fig = go.Figure() + if ((ro_qubit, tgt, ctr, STATES[0], STATES[0], projection)) not in data.data: + continue + for ctr_setup in STATES: + #(qubit, target, control, tgt_setup, ctr_setup) + i_data = data.data[ro_qubit, tgt, ctr, STATES[0], ctr_setup, projection] + x_data = data.data[ro_qubit, tgt, ctr, STATES[1], ctr_setup, projection] + + cr_parameters = getattr(i_data, 'amp') + fig.add_trace( + go.Scatter( + x=cr_parameters, y=i_data.prob, + name= f"Target: |{STATES[0]}>, Control: |{ctr_setup}>", + ), + ) + + cr_parameters = getattr(x_data, 'amp') + fig.add_trace( + go.Scatter( + x=cr_parameters, y=x_data.prob, + name= f"Target: |{STATES[1]}>, Control: |{ctr_setup}>", + mode='lines', line={'dash': 'dash'}, + ), + ) + fig.update_layout( + title=f"Qubit {ro_qubit}", + xaxis_title="CR Pulse Amplitude (a.u.)", + yaxis_title=f"|{projection}> Probability", + ) + + figs.append(fig) return figs, "" diff --git a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/utils.py b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/utils.py index c7756b4ff..a3569e69a 100644 --- a/src/qibocal/protocols/two_qubit_interaction/cross_resonance/utils.py +++ b/src/qibocal/protocols/two_qubit_interaction/cross_resonance/utils.py @@ -8,38 +8,22 @@ STATES = ["I", "X"] """Setup states for the cross resonance gate calibration: {Identity, RX}.""" -def cr_pulse_sequence(platform: Platform, pair: QubitPairId, setup: tuple, duration:int=0, amplitude:int = None): - target, control = pair - tgt_setup, ctr_setup = setup - tgt_native_rx:NativePulse = platform.qubits[target].native_gates.RX.pulse(start=0) - ctr_native_rx:NativePulse = platform.qubits[control].native_gates.RX.pulse(start=0) - - sequence = PulseSequence() - next_start = 0 - if tgt_setup == 1: - sequence.add(tgt_native_rx) - next_start = tgt_native_rx.finish - - if ctr_setup == 1: - sequence.add(ctr_native_rx) - next_start = max(ctr_native_rx.finish, next_start) +PROJECTIONS = ['Z', 'Y', 'X'] +"""Standard projections for measurements.""" + + +def ro_projection_pulse(platform: Platform, qubit, start=0, projection = PROJECTIONS[0]): + """Create a readout pulse for a given qubit.""" + qd_pulse = platform.create_RX90_pulse(qubit, start=start) + ro_pulse = platform.create_qubit_readout_pulse(qubit, start=qd_pulse.finish) + + if projection == PROJECTIONS[0]: + qd_pulse.amplitude = 0 + elif projection == PROJECTIONS[1]: + qd_pulse.relative_phase=0 + elif projection == PROJECTIONS[2]: + qd_pulse.relative_phase=180 + else: + raise ValueError(f"Invalid measurement <{projection}>") - cr_pulse: Pulse = Pulse(start=next_start, - duration=duration, - amplitude=ctr_native_rx.amplitude, - frequency=tgt_native_rx.frequency, # control frequency - relative_phase=0, - shape=Gaussian(5), - qubit=control, - channel= ctr_native_rx.channel ,type=PulseType.DRIVE - ) - - if amplitude is not None: - cr_pulse.amplitude = amplitude - - sequence.add(cr_pulse) - - #for qubit in pair: - sequence.add(platform.create_qubit_readout_pulse(target, start=cr_pulse.finish)) - - return sequence, cr_pulse \ No newline at end of file + return qd_pulse, ro_pulse \ No newline at end of file From 01a92615a83ba06cd63e6209dc815852461612c9 Mon Sep 17 00:00:00 2001 From: jevillegasdatTII Date: Wed, 27 Nov 2024 09:57:04 +0400 Subject: [PATCH 93/93] fix in Lorentzian fit --- src/qibocal/protocols/utils.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/src/qibocal/protocols/utils.py b/src/qibocal/protocols/utils.py index caa60bef6..95c612c73 100644 --- a/src/qibocal/protocols/utils.py +++ b/src/qibocal/protocols/utils.py @@ -130,14 +130,13 @@ def lorentzian_fit(data, resonator_type=None, fit=None): ] # Argmax = Returns the indices of the maximum values along an axis. guess_sigma = abs(frequencies[np.argmin(voltages)] - guess_center) guess_amp = (np.max(voltages) - guess_offset) * guess_sigma * np.pi - else: guess_center = frequencies[ np.argmin(voltages) ] # Argmin = Returns the indices of the minimum values along an axis. guess_sigma = abs(frequencies[np.argmax(voltages)] - guess_center) guess_amp = (np.min(voltages) - guess_offset) * guess_sigma * np.pi - guess_amp_slope = (voltages.max()-voltages.min())/(frequencies.max()-frequencies.min()) + guess_amp_slope = (voltages[frequencies.argmax()]-voltages[frequencies.argmin()])/(frequencies.max()-frequencies.min()) initial_parameters = [ guess_amp, @@ -146,6 +145,7 @@ def lorentzian_fit(data, resonator_type=None, fit=None): guess_offset, guess_amp_slope, ] + # fit the model with the data and guessed parameters try: if hasattr(data, "error_signal"):

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zhzESdy38a;SfH`*J#z^bXoqj|0#&9AfR>YV(cOnym1!xGWgV1=iv{ZR-tqfkf!uUWT4h!HrHl@ZI$YCdt47x>*()3VKfPh}h5!Hn literal 0 HcmV?d00001 diff --git a/src/qibocal/protocols/randomized_benchmarking/circuit_tools.py b/src/qibocal/protocols/randomized_benchmarking/circuit_tools.py index 978affc91..aa1213c78 100644 --- a/src/qibocal/protocols/randomized_benchmarking/circuit_tools.py +++ b/src/qibocal/protocols/randomized_benchmarking/circuit_tools.py @@ -1,12 +1,22 @@ """Collection of function to generate qibo circuits.""" from typing import Callable +import pathlib +import numpy as np from qibo import gates from qibo.config import raise_error from qibo.gates.abstract import Gate from qibo.models import Circuit +from qibocal.protocols.characterization.randomized_benchmarking.utils import ( + SINGLE_QUBIT_CLIFFORDS_NAMES, + TWO_QUBIT_CLIFFORDS, + find_cliffords, +) +path = pathlib.Path(__file__).parent / "2qubitCliffsInv.npz" +CLIFFORD_MATRICES_INV = np.load(path) + def layer_circuit(rb_gen: Callable, depth: int, qubit) -> tuple[Circuit, dict]: """Creates a circuit of `depth` layers from a generator `layer_gen` yielding `Circuit` or `Gate` @@ -53,6 +63,37 @@ def layer_circuit(rb_gen: Callable, depth: int, qubit) -> tuple[Circuit, dict]: return full_circuit, random_indexes +def layer_2q_circuit(rb_gen: Callable, depth: int, qubits) -> tuple[Circuit, dict]: + """Creates a circuit of `depth` layers from a generator `layer_gen` yielding `Circuit` or `Gate` + and a dictionary with random indexes used to select the clifford gates. + + Args: + layer_gen (Callable): Should return gates or a full circuit specifying a layer. + depth (int): Number of layers. + + Returns: + Circuit: with `depth` many layers. + """ + + full_circuit = None + random_indexes = [] + # Build each layer, there will be depth many in the final circuit. + qubits_str = [str(qubits[0]), str(qubits[1])] + + for _ in range(depth): + # Generate a layer. + new_layer, random_index = rb_gen.layer_gen() + new_circuit = Circuit(2, wire_names=qubits_str) + for gate in new_layer: + new_circuit.add(gate) + random_indexes.append(random_index) + + if full_circuit is None: # instantiate in first loop + full_circuit = Circuit(new_circuit.nqubits, wire_names=qubits_str) + full_circuit = full_circuit + new_circuit + return full_circuit, random_indexes + + def add_inverse_layer(circuit: Circuit, single_qubit=True): """Adds an inverse gate/inverse gates at the end of a circuit (in place). @@ -64,6 +105,74 @@ def add_inverse_layer(circuit: Circuit, single_qubit=True): circuit.add(gates.Unitary(circuit.unitary(), *range(circuit.nqubits)).dagger()) +def add_inverse_2q_layer(circuit: Circuit): + """Adds an inverse gate/inverse gates at the end of a circuit (in place). + + Args: + circuit (Circuit): circuit + """ + + if circuit.depth > 0: + clifford = circuit.unitary().round(3) + clifford_inv = np.linalg.inv(clifford).round(3) + try: + clifford_inv += 0.0 + 0.0j + index_inv = CLIFFORD_MATRICES_INV[ + np.array2string(clifford_inv, separator=",") + ] + except: + clifford_inv -= 2j*clifford_inv.imag + clifford_inv += 0.0 + 0.0j + index_inv = CLIFFORD_MATRICES_INV[ + np.array2string(clifford_inv, separator=",") + ] + # try: + # clifford_inv = -clifford_inv + # clifford_inv += 0.0 + 0.0j + # index_inv = CLIFFORD_MATRICES_INV[ + # np.array2string(clifford_inv, separator=",") + # ] + # except: + # clifford_inv -= 2j*clifford_inv.imag + # clifford_inv += 0.0 + 0.0j + # index_inv = CLIFFORD_MATRICES_INV[ + # np.array2string(clifford_inv, separator=",") + # ] + + + clifford = TWO_QUBIT_CLIFFORDS[str(index_inv)] + + gate_list = clifford.split(",") + + clifford_list = find_cliffords(gate_list) + + clifford_gate = [] + for clifford in clifford_list: + + # Separate values containing 1 + values_with_1 = [value for value in clifford if "1" in value] + values_with_1 = ",".join(values_with_1) + + # Separate values containing 2 + values_with_2 = [value for value in clifford if "2" in value] + values_with_2 = ",".join(values_with_2) + + # Check if CZ + value_with_CZ = [value for value in clifford if "CZ" in value] + value_with_CZ = len(value_with_CZ) == 1 + + values_with_1 = values_with_1.replace("1", "") + values_with_2 = values_with_2.replace("2", "") + + clifford_gate.append(SINGLE_QUBIT_CLIFFORDS_NAMES[values_with_1](0)) + clifford_gate.append(SINGLE_QUBIT_CLIFFORDS_NAMES[values_with_2](1)) + if value_with_CZ: + clifford_gate.append(gates.CZ(0, 1)) + + for gate in clifford_gate: + circuit.add(gate) + + def add_measurement_layer(circuit: Circuit): """Adds a measurement layer at the end of the circuit. diff --git a/src/qibocal/protocols/randomized_benchmarking/standard_rb.py b/src/qibocal/protocols/randomized_benchmarking/standard_rb.py index d06c75c15..bd81239b1 100644 --- a/src/qibocal/protocols/randomized_benchmarking/standard_rb.py +++ b/src/qibocal/protocols/randomized_benchmarking/standard_rb.py @@ -12,7 +12,7 @@ from .fitting import exp1B_func, fit_exp1B_func from .utils import RBData, data_uncertainties, number_to_str, rb_acquisition -NPULSES_PER_CLIFFORD = 1.875 +NPULSES_PER_CLIFFORD = 23 * 2 / 24 # 1.875 class Depthsdict(TypedDict): @@ -75,6 +75,74 @@ def __contains__(self, qubit: QubitId): return True +class RB_Generator: + """ + This class generates random single qubit cliffords for randomized benchmarking. + """ + + def __init__(self, seed): + self.seed = seed + self.local_state = ( + np.random.default_rng(seed) + if seed is None or isinstance(seed, int) + else seed + ) + + def random_index(self, gate_list): + """ + Generates a random index within the range of the given gate list. + + Parameters: + - gate_list (list): List of gates. + + Returns: + - int: Random index. + """ + return self.local_state.integers(0, len(gate_list), 1) + + def layer_gen(self): + """ + Returns: + - Gate: Random single-qubit clifford . + """ + return random_clifford(self.random_index) + + +def random_circuits( + depth: int, + targets: list[QubitId], + niter, + rb_gen, + noise_model=None, +) -> Iterable: + """Returns single-qubit random self-inverting Clifford circuits. + + Args: + params (StandardRBParameters): Parameters of the RB protocol. + targets (list[QubitId]): + list of qubits the circuit is executed on. + nqubits (int, optional): Number of qubits of the resulting circuits. + If ``None``, sets ``len(qubits)``. Defaults to ``None``. + + Returns: + Iterable: The iterator of circuits. + """ + + circuits = [] + indexes = defaultdict(list) + for _ in range(niter): + for target in targets: + circuit, random_index = layer_circuit(rb_gen, depth, target) + add_inverse_layer(circuit) + add_measurement_layer(circuit) + if noise_model is not None: + circuit = noise_model.apply(circuit) + circuits.append(circuit) + indexes[target].append(random_index) + + return circuits, indexes + + def _acquisition( params: StandardRBParameters, platform: Platform, diff --git a/src/qibocal/protocols/randomized_benchmarking/standard_rb_2q.py b/src/qibocal/protocols/randomized_benchmarking/standard_rb_2q.py new file mode 100644 index 000000000..e408b3acc --- /dev/null +++ b/src/qibocal/protocols/randomized_benchmarking/standard_rb_2q.py @@ -0,0 +1,396 @@ +from collections import defaultdict +from dataclasses import dataclass, field +from typing import Iterable, Optional, TypedDict, Union + +import numpy as np +import numpy.typing as npt +import plotly.graph_objects as go +from qibo.backends import GlobalBackend +from qibolab.platform import Platform +from qibolab.qubits import QubitPairId + +from qibocal.auto.operation import Results, Routine +from qibocal.config import raise_error +from qibocal.protocols.characterization.randomized_benchmarking import noisemodels +from qibocal.protocols.characterization.randomized_benchmarking.standard_rb import ( + RBData, + RBType, + StandardRBParameters, + StandardRBResult, +) + +from ..utils import table_dict, table_html +from .circuit_tools import add_inverse_2q_layer, add_measurement_layer, layer_2q_circuit +from .fitting import exp1B_func, fit_exp1B_func +from .utils import data_uncertainties, number_to_str, random_2q_clifford + +NPULSES_PER_CLIFFORD = 3.5 # CHANGE + + +class Depthsdict(TypedDict): + """dictionary used to build a list of depths as ``range(start, stop, step)``.""" + + start: int + stop: int + step: int + + +@dataclass +class RB2QData(RBData): + """The output of the acquisition function.""" + + data: dict[QubitPairId, npt.NDArray[RBType]] = field(default_factory=dict) + """Raw data acquired.""" + circuits: dict[QubitPairId, list[list[int]]] = field(default_factory=dict) + """Clifford gate indexes executed.""" + + def extract_probabilities(self, qubits): + """Extract the probabilities given (`qubit`, `qubit`)""" + probs = [] + for depth in self.depths: + data_list = np.array(self.data[qubits, depth].tolist()) + data_list = data_list.reshape((-1, self.nshots)) + probs.append(np.count_nonzero(1 - data_list, axis=1) / data_list.shape[1]) + return probs + + +@dataclass +class StandardRB2QResult(Results): + """Standard RB outputs.""" + + fidelity: dict[QubitPairId, float] + """The overall fidelity of this qubit.""" + pulse_fidelity: dict[QubitPairId, float] + """The pulse fidelity of the gates acting on this qubit.""" + fit_parameters: dict[QubitPairId, tuple[float, float, float]] + """Raw fitting parameters.""" + fit_uncertainties: dict[QubitPairId, tuple[float, float, float]] + """Fitting parameters uncertainties.""" + error_bars: dict[QubitPairId, Optional[Union[float, list[float]]]] = None + """Error bars for y.""" + + # FIXME: fix this after https://github.com/qiboteam/qibocal/pull/597 + def __contains__(self, qubits: QubitPairId): + return True + + +class RB2Q_Generator: + """ + This class generates random two qubit cliffords for randomized benchmarking. + """ + + def __init__(self, seed): + self.seed = seed + self.local_state = ( + np.random.default_rng(seed) + if seed is None or isinstance(seed, int) + else seed + ) + + def random_index(self, gate_dict): + """ + Generates a random index within the range of the given file len. + + Parameters: + - file (Dict): Dict of gates. + + Returns: + - int: Random index. + """ + return self.local_state.integers(0, len(gate_dict.keys()), 1) + + def layer_gen(self): + """ + Returns: + - Gate: Random single-qubit clifford . + """ + return random_2q_clifford(self.random_index) + + +def random_circuits( + depth: int, + targets: list[QubitPairId], + niter, + rb_gen, + noise_model=None, +) -> Iterable: + """Returns single-qubit random self-inverting Clifford circuits. + + Args: + params (StandardRBParameters): Parameters of the RB protocol. + targets (list[QubitId]): + list of qubits the circuit is executed on. + nqubits (int, optional): Number of qubits of the resulting circuits. + If ``None``, sets ``len(qubits)``. Defaults to ``None``. + + Returns: + Iterable: The iterator of circuits. + """ + + circuits = [] + indexes = defaultdict(list) + for _ in range(niter): + for target in targets: + circuit, random_index = layer_2q_circuit(rb_gen, depth, target) + print(random_index) + add_inverse_2q_layer(circuit) + add_measurement_layer(circuit) + if noise_model is not None: + circuit = noise_model.apply(circuit) + circuits.append(circuit) + indexes[target].append(random_index) + + return circuits, indexes + + +def _acquisition( + params: StandardRBParameters, + platform: Platform, + targets: list[QubitPairId], +) -> RB2QData: + """The data acquisition stage of Standard Randomized Benchmarking. + + 1. Set up the scan + 2. Execute the scan + 3. Post process the data and initialize a standard rb data object with it. + + Args: + params (StandardRBParameters): All parameters in one object. + platform (Platform): Platform the experiment is executed on. + qubits (dict[int, Union[str, int]] or list[Union[str, int]]): list of qubits the experiment is executed on. + + Returns: + RBData: The depths, samples and ground state probability of each experiment in the scan. + """ + + backend = GlobalBackend() + # For simulations, a noise model can be added. + noise_model = None + if params.noise_model is not None: + if backend.name == "qibolab": + raise_error( + ValueError, + "Backend qibolab (%s) does not perform noise models simulation. ", + ) + + noise_model = getattr(noisemodels, params.noise_model)(params.noise_params) + params.noise_params = noise_model.params.tolist() + # 1. Set up the scan (here an iterator of circuits of random clifford gates with an inverse). + nqubits = len(targets) + data = RB2QData( + depths=params.depths, + uncertainties=params.uncertainties, + seed=params.seed, + nshots=params.nshots, + niter=params.niter, + ) + + circuits = [] + indexes = {} + samples = [] + qubits_ids = targets + rb_gen = RB2Q_Generator(params.seed) + for depth in params.depths: + # TODO: This does not generate multi qubit circuits + circuits_depth, random_indexes = random_circuits( + depth, qubits_ids, params.niter, rb_gen, noise_model + ) + circuits.extend(circuits_depth) + for qubit in random_indexes.keys(): + indexes[(qubit, depth)] = random_indexes[qubit] + # Execute the circuits + if params.unrolling: + executed_circuits = backend.execute_circuits(circuits, nshots=params.nshots) + else: + executed_circuits = [ + backend.execute_circuit(circuit, nshots=params.nshots) + for circuit in circuits + ] + + for circ in executed_circuits: + samples.extend(circ.samples()) + samples = np.reshape(samples, (-1, nqubits, params.nshots)) + + for i, depth in enumerate(params.depths): + index = (i * params.niter, (i + 1) * params.niter) + for nqubit, qubit_id in enumerate(targets): + data.register_qubit( + RBType, + (qubit_id, depth), + dict( + samples=samples[index[0] : index[1]][:, nqubit], + ), + ) + data.circuits = indexes + + return data + + +def _fit(data: RB2QData) -> StandardRB2QResult: + """Takes a data frame, extracts the depths and the signal and fits it with an + exponential function y = Ap^x+B. + + Args: + data (RBData): Data from the data acquisition stage. + + Returns: + StandardRBResult: Aggregated and processed data. + """ + qubits = data.qubits + + fidelity, pulse_fidelity = {}, {} + popts, perrs = {}, {} + error_barss = {} + for qubit in qubits: + # Extract depths and probabilities + x = data.depths + probs = data.extract_probabilities(qubit) + samples_mean = np.mean(probs, axis=1) + # TODO: Should we use the median or the mean? + median = np.median(probs, axis=1) + + error_bars = data_uncertainties( + probs, + method=data.uncertainties, + data_median=median, + ) + + sigma = ( + np.max(error_bars, axis=0) if data.uncertainties is not None else error_bars + ) + + popt, perr = fit_exp1B_func(x, samples_mean, sigma=sigma, bounds=[0, 1]) + # Compute the fidelities + infidelity = (1 - popt[1]) / 2 + fidelity[qubit] = 1 - infidelity + pulse_fidelity[qubit] = 1 - infidelity / NPULSES_PER_CLIFFORD + + # conversion from np.array to list/tuple + error_bars = error_bars.tolist() + error_barss[qubit] = error_bars + perrs[qubit] = perr + popts[qubit] = popt + + return StandardRBResult(fidelity, pulse_fidelity, popts, perrs, error_barss) + + +def _plot( + data: RB2QData, fit: StandardRB2QResult, target: QubitPairId +) -> tuple[list[go.Figure], str]: + """Builds the table for the qq pipe, calls the plot function of the result object + and returns the figure es list. + + Args: + data (RBData): Data object used for the table. + fit (StandardRBResult): Is called for the plot. + target (_type_): Not used yet. + + Returns: + tuple[list[go.Figure], str]: + """ + + qubits = target + fig = go.Figure() + fitting_report = "" + x = data.depths + raw_data = data.extract_probabilities(qubits) + y = np.mean(raw_data, axis=1) + raw_depths = [[depth] * data.niter for depth in data.depths] + + fig.add_trace( + go.Scatter( + x=np.hstack(raw_depths), + y=np.hstack(raw_data), + line=dict(color="#6597aa"), + mode="markers", + marker={"opacity": 0.2, "symbol": "square"}, + name="iterations", + ) + ) + + fig.add_trace( + go.Scatter( + x=x, + y=y, + line=dict(color="#aa6464"), + mode="markers", + name="average", + ) + ) + # Create a dictionary for the error bars + error_y_dict = None + if fit is not None: + popt, perr = fit.fit_parameters[qubits], fit.fit_uncertainties[qubits] + label = "Fit: y=Ap^x
    A: {}
    p: {}
    B: {}".format( + number_to_str(popt[0], perr[0]), + number_to_str(popt[1], perr[1]), + number_to_str(popt[2], perr[2]), + ) + x_fit = np.linspace(min(x), max(x), len(x) * 20) + y_fit = exp1B_func(x_fit, *popt) + fig.add_trace( + go.Scatter( + x=x_fit, + y=y_fit, + name=label, + line=go.scatter.Line(dash="dot", color="#00cc96"), + ) + ) + if fit.error_bars is not None: + error_bars = fit.error_bars[qubits] + # Constant error bars + if isinstance(error_bars, Iterable) is False: + error_y_dict = {"type": "constant", "value": error_bars} + # Symmetric error bars + elif isinstance(error_bars[0], Iterable) is False: + error_y_dict = {"type": "data", "array": error_bars} + # Asymmetric error bars + else: + error_y_dict = { + "type": "data", + "symmetric": False, + "array": error_bars[1], + "arrayminus": error_bars[0], + } + fig.add_trace( + go.Scatter( + x=x, + y=y, + error_y=error_y_dict, + line={"color": "#aa6464"}, + mode="markers", + name="error bars", + ) + ) + if fit is not None: + fitting_report = table_html( + table_dict( + qubits, + ["niter", "nshots", "uncertainties", "fidelity", "pulse_fidelity"], + [ + data.niter, + data.nshots, + data.uncertainties, + number_to_str( + fit.fidelity[qubits], + np.array(fit.fit_uncertainties[qubits][1]) / 2, + ), + number_to_str( + fit.pulse_fidelity[qubits], + np.array(fit.fit_uncertainties[qubits][1]) + / (2 * NPULSES_PER_CLIFFORD), + ), + ], + ) + ) + + fig.update_layout( + showlegend=True, + xaxis_title="Circuit depth", + yaxis_title="Survival Probability", + ) + + return [fig], fitting_report + + +standard_rb_2q = Routine(_acquisition, _fit, _plot) diff --git a/tests/runcards/protocols.yml b/tests/runcards/protocols.yml index 0d46ed7a6..47c3d183d 100644 --- a/tests/runcards/protocols.yml +++ b/tests/runcards/protocols.yml @@ -682,6 +682,14 @@ actions: niter: 5 nshots: 50 + - id: standard rb 2q + operation: standard_rb_2q + targets: [1,2] + parameters: + depths: [1, 2, 3, 5] + niter: 5 + nshots: 50 + - id: chevron id operation: chevron targets: [[0, 2],[1,2]] From 2ff97514577fdc9c2cbecc9beeb8588ee5024f10 Mon Sep 17 00:00:00 2001 From: Jacfomg Date: Thu, 2 May 2024 16:00:17 +0400 Subject: [PATCH 10/93] fix on the gate names --- .../randomized_benchmarking/utils.py | 6 ++--- .../randomized_benchmarking/circuit_tools.py | 24 +++++-------------- 2 files changed, 9 insertions(+), 21 deletions(-) diff --git a/src/qibocal/protocols/characterization/randomized_benchmarking/utils.py b/src/qibocal/protocols/characterization/randomized_benchmarking/utils.py index fbdadaa12..a5121c129 100644 --- a/src/qibocal/protocols/characterization/randomized_benchmarking/utils.py +++ b/src/qibocal/protocols/characterization/randomized_benchmarking/utils.py @@ -52,9 +52,9 @@ "minusX,minusY": lambda q: gates.U3( q, 0, -np.pi / 2, 0 ), # gates.RZ(q, -np.pi / 2), - # pi rotations - "minusX": lambda q: gates.U3(q, np.pi, 0, np.pi), # X, - "minusY": lambda q: gates.U3(q, np.pi, 0, 0), # Y, + # pi rotations (Check the phase from qiskit) RX(π)=−iX; RY(π)=−iY + "minusX": lambda q: gates.U3(q, np.pi, -np.pi / 2, np.pi), # X, + "minusY": lambda q: gates.U3(q, np.pi, -np.pi / 2, 0), # Y, # pi/2 rotations (Check the minus) "sqrtX": lambda q: gates.U3(q, np.pi / 2, -np.pi / 2, np.pi / 2), # Rx(pi/2) "sqrtMinusX": lambda q: gates.U3(q, -np.pi / 2, -np.pi / 2, np.pi / 2), # Rx(-pi/2) diff --git a/src/qibocal/protocols/randomized_benchmarking/circuit_tools.py b/src/qibocal/protocols/randomized_benchmarking/circuit_tools.py index aa1213c78..7a64179fb 100644 --- a/src/qibocal/protocols/randomized_benchmarking/circuit_tools.py +++ b/src/qibocal/protocols/randomized_benchmarking/circuit_tools.py @@ -1,7 +1,7 @@ """Collection of function to generate qibo circuits.""" -from typing import Callable import pathlib +from typing import Callable import numpy as np from qibo import gates @@ -14,6 +14,7 @@ TWO_QUBIT_CLIFFORDS, find_cliffords, ) + path = pathlib.Path(__file__).parent / "2qubitCliffsInv.npz" CLIFFORD_MATRICES_INV = np.load(path) @@ -111,9 +112,9 @@ def add_inverse_2q_layer(circuit: Circuit): Args: circuit (Circuit): circuit """ - + if circuit.depth > 0: - clifford = circuit.unitary().round(3) + clifford = circuit.unitary() clifford_inv = np.linalg.inv(clifford).round(3) try: clifford_inv += 0.0 + 0.0j @@ -121,25 +122,12 @@ def add_inverse_2q_layer(circuit: Circuit): np.array2string(clifford_inv, separator=",") ] except: - clifford_inv -= 2j*clifford_inv.imag + clifford_inv -= 2j * clifford_inv.imag clifford_inv += 0.0 + 0.0j index_inv = CLIFFORD_MATRICES_INV[ np.array2string(clifford_inv, separator=",") ] - # try: - # clifford_inv = -clifford_inv - # clifford_inv += 0.0 + 0.0j - # index_inv = CLIFFORD_MATRICES_INV[ - # np.array2string(clifford_inv, separator=",") - # ] - # except: - # clifford_inv -= 2j*clifford_inv.imag - # clifford_inv += 0.0 + 0.0j - # index_inv = CLIFFORD_MATRICES_INV[ - # np.array2string(clifford_inv, separator=",") - # ] - - + clifford = TWO_QUBIT_CLIFFORDS[str(index_inv)] gate_list = clifford.split(",") From 0a1757e106e3864db382979324c71a49c71c447e Mon Sep 17 00:00:00 2001 From: Jacfomg Date: Thu, 2 May 2024 16:35:50 +0400 Subject: [PATCH 11/93] fix the Z gates --- .../characterization/randomized_benchmarking/utils.py | 11 +++++------ 1 file changed, 5 insertions(+), 6 deletions(-) diff --git a/src/qibocal/protocols/characterization/randomized_benchmarking/utils.py b/src/qibocal/protocols/characterization/randomized_benchmarking/utils.py index a5121c129..1c7081872 100644 --- a/src/qibocal/protocols/characterization/randomized_benchmarking/utils.py +++ b/src/qibocal/protocols/characterization/randomized_benchmarking/utils.py @@ -44,14 +44,13 @@ SINGLE_QUBIT_CLIFFORDS_NAMES = { # Virtual gates "": gates.I, - # Check the Z - "sqrtX,sqrtMinusY,sqrtMinusX": lambda q: gates.U3(q, 0, np.pi / 2, np.pi / 2), # Z, + "minusX,minusY": lambda q: gates.U3(q, 0, np.pi / 2, np.pi / 2), # Z + "sqrtX,sqrtMinusY,sqrtMinusX": lambda q: gates.U3( + q, 0, -np.pi / 2, 0 + ), # gates.RZ(q, np.pi / 2), "sqrtX,sqrtY,sqrtMinusX": lambda q: gates.U3( q, 0, np.pi / 2, 0 - ), # gates.RZ(q, np.pi / 2), - "minusX,minusY": lambda q: gates.U3( - q, 0, -np.pi / 2, 0 - ), # gates.RZ(q, -np.pi / 2), + ), # gates.U3(q, 0, -np.pi / 2, 0), # pi rotations (Check the phase from qiskit) RX(π)=−iX; RY(π)=−iY "minusX": lambda q: gates.U3(q, np.pi, -np.pi / 2, np.pi), # X, "minusY": lambda q: gates.U3(q, np.pi, -np.pi / 2, 0), # Y, From 42bb62b05006455ff95ab853f4417ba9cd371fa8 Mon Sep 17 00:00:00 2001 From: Jacfomg Date: Fri, 3 May 2024 13:23:01 +0400 Subject: [PATCH 12/93] fix: Single 2q cliffs find their inverse --- .../2qubitCliffsInv.npz | Bin 7428918 -> 7428790 bytes .../randomized_benchmarking/circuit_tools.py | 17 +++++++---------- 2 files changed, 7 insertions(+), 10 deletions(-) diff --git a/src/qibocal/protocols/randomized_benchmarking/2qubitCliffsInv.npz b/src/qibocal/protocols/randomized_benchmarking/2qubitCliffsInv.npz index 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