From 7270e616cf2dc6ee30e0841420ffdcb92d99226b Mon Sep 17 00:00:00 2001 From: Andrea Date: Mon, 20 May 2024 21:17:06 +0400 Subject: [PATCH 01/66] docs: Add qubit spectroscopy documentation --- doc/source/protocols/figures/qubit_spec.png | Bin 0 -> 59397 bytes doc/source/protocols/index.rst | 1 + doc/source/protocols/qubit_spectroscopy.rst | 67 ++++++++++++++++++ doc/source/refs.bib | 7 ++ src/qibocal/protocols/qubit_spectroscopy.py | 6 +- .../protocols/qubit_spectroscopy_ef.py | 6 +- 6 files changed, 81 insertions(+), 6 deletions(-) create mode 100644 doc/source/protocols/figures/qubit_spec.png create mode 100644 doc/source/protocols/qubit_spectroscopy.rst diff --git a/doc/source/protocols/figures/qubit_spec.png b/doc/source/protocols/figures/qubit_spec.png new file mode 100644 index 0000000000000000000000000000000000000000..9d9dbaee3cb8ce4d105ba028f06703c3ea7dbfdc GIT binary patch literal 59397 zcmeFYXH-*N6gC(|zy_!Y(m?@{YN2-&DFNxdgY*)5kq#D+E}?g%*B~uO37{xQ?+G1| 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b/doc/source/protocols/index.rst @@ -8,3 +8,4 @@ In this section we introduce the basics of all protocols supported by ``qibocal` resonator_spectroscopy resonator_punchout + qubit_spectroscopy diff --git a/doc/source/protocols/qubit_spectroscopy.rst b/doc/source/protocols/qubit_spectroscopy.rst new file mode 100644 index 000000000..68f2fd533 --- /dev/null +++ b/doc/source/protocols/qubit_spectroscopy.rst @@ -0,0 +1,67 @@ +Qubit spectroscopy +================== + +To measure the resonance frequency of the qubit it is possible to perform +a `qubit spectroscopy` experiment. +After having obtained an initial guess for the readout amplitude and the readout +frequency this experiment aims at extracting the frequency of the qubit. + +In this protocol the qubit is probed by sending a drive pulse at +variable frequency :math:`w` before measuring. When :math:`w` is close +to the transition frequency :math:`w_{01}` some of the population will +move to the excited state. If the drive pulse is long enough it will be +generated a maximally mixed state with :math:`\rho \propto I` :cite:p:`Baur2012RealizingQG, gao2021practical`. + + + + +The parameters for the qubit spectroscopy experiment are :class:`qibocal.protocols.qubit_spectroscopy.QubitSpectroscopyParameters` +and they include the frequency range and the drive power. + +How to execute a qubit spectroscopy experiment +---------------------------------------------- + +A possible runcard to launch a qubit spectroscopy experiment could be the following: + +.. code-block:: yaml + + - id: qubit spectroscopy 01 + operation: qubit_spectroscopy + parameters: + drive_amplitude: 0.01 # drive power + drive_duration: 4000 # ns + freq_width: 20_000_000 + freq_step: 1_000_000 + nshots: 1024 + relaxation_time: 20_000 + +Acquisition +----------- + +The full acquisition procedure is described in :func:`qibocal.protocols.qubit_spectroscopy.acquisition` + +Here is the corresponding plot: + +.. image:: figures/qubit_spec.png + +The data are stored :class:`qibocal.protocols.qubit_spectroscopy.QubitSpectroscopyData`, +which contains the signal and the phase measured for each qubit. + + +Post-processing procedure +------------------------- + +To extract the qubit frequency a lorentzian fit is performed. Full post-processing +procedure is in :func:`qibocal.protocols.qubit_spectroscopy.fit`. + +After the post-processing the following parameters will be updated: + +* qubit frequenccy +* drive frequency + + +.. rubric:: References + +.. bibliography:: + :filter: docname in docnames + :style: plain diff --git a/doc/source/refs.bib b/doc/source/refs.bib index 6f3fa52b3..0acbd82d7 100644 --- a/doc/source/refs.bib +++ b/doc/source/refs.bib @@ -64,3 +64,10 @@ @article{Krantz_2019 author={Krantz, P. and Kjaergaard, M. and Yan, F. and Orlando, T. P. and Gustavsson, S. and Oliver, W. D.}, year={2019}, month=jun } + +@misc{Baur2012RealizingQG, + title={Realizing quantum gates and algorithms with three superconducting qubits}, + author={Matthias Baur}, + year={2012}, + url={https://api.semanticscholar.org/CorpusID:59065808} +} diff --git a/src/qibocal/protocols/qubit_spectroscopy.py b/src/qibocal/protocols/qubit_spectroscopy.py index 766583257..6e70df3f4 100644 --- a/src/qibocal/protocols/qubit_spectroscopy.py +++ b/src/qibocal/protocols/qubit_spectroscopy.py @@ -51,7 +51,7 @@ class QubitSpectroscopyData(ResonatorSpectroscopyData): """QubitSpectroscopy acquisition outputs.""" -def _acquisition( +def acquisition( params: QubitSpectroscopyParameters, platform: Platform, targets: list[QubitId] ) -> QubitSpectroscopyData: """Data acquisition for qubit spectroscopy.""" @@ -123,7 +123,7 @@ def _acquisition( return data -def _fit(data: QubitSpectroscopyData) -> QubitSpectroscopyResults: +def fit(data: QubitSpectroscopyData) -> QubitSpectroscopyResults: """Post-processing function for QubitSpectroscopy.""" qubits = data.qubits frequency = {} @@ -164,5 +164,5 @@ def _update(results: QubitSpectroscopyResults, platform: Platform, target: Qubit update.drive_frequency(results.frequency[target], platform, target) -qubit_spectroscopy = Routine(_acquisition, _fit, _plot, _update) +qubit_spectroscopy = Routine(acquisition, fit, _plot, _update) """QubitSpectroscopy Routine object.""" diff --git a/src/qibocal/protocols/qubit_spectroscopy_ef.py b/src/qibocal/protocols/qubit_spectroscopy_ef.py index 989c07017..41473c3a4 100644 --- a/src/qibocal/protocols/qubit_spectroscopy_ef.py +++ b/src/qibocal/protocols/qubit_spectroscopy_ef.py @@ -14,7 +14,7 @@ QubitSpectroscopyData, QubitSpectroscopyParameters, QubitSpectroscopyResults, - _fit, + fit, ) from .resonator_spectroscopy import ResSpecType from .utils import spectroscopy_plot, table_dict, table_html @@ -42,7 +42,7 @@ class QubitSpectroscopyEFData(QubitSpectroscopyData): drive_frequencies: dict[QubitId, float] = field(default_factory=dict) -def _fit_ef(data: QubitSpectroscopyEFData) -> QubitSpectroscopyEFResults: +def fit_ef(data: QubitSpectroscopyEFData) -> QubitSpectroscopyEFResults: results = _fit(data) anharmoncities = { qubit: data.drive_frequencies[qubit] - results.frequency[qubit] @@ -185,5 +185,5 @@ def _update(results: QubitSpectroscopyEFResults, platform: Platform, target: Qub update.anharmonicity(results.anharmonicity[target], platform, target) -qubit_spectroscopy_ef = Routine(_acquisition, _fit_ef, _plot, _update) +qubit_spectroscopy_ef = Routine(_acquisition, fit_ef, _plot, _update) """QubitSpectroscopyEF Routine object.""" From 1db1b3c032ec2cf442c631be9962c5ee3caa3386 Mon Sep 17 00:00:00 2001 From: Andrea Date: Mon, 20 May 2024 21:42:02 +0400 Subject: [PATCH 02/66] doc: Add qubit_ef --- doc/source/protocols/qubit_spectroscopy.rst | 73 +++++++++++++++++++-- doc/source/refs.bib | 13 ++++ 2 files changed, 81 insertions(+), 5 deletions(-) diff --git a/doc/source/protocols/qubit_spectroscopy.rst b/doc/source/protocols/qubit_spectroscopy.rst index 68f2fd533..e9586b623 100644 --- a/doc/source/protocols/qubit_spectroscopy.rst +++ b/doc/source/protocols/qubit_spectroscopy.rst @@ -19,7 +19,7 @@ The parameters for the qubit spectroscopy experiment are :class:`qibocal.protoco and they include the frequency range and the drive power. How to execute a qubit spectroscopy experiment ----------------------------------------------- +^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ A possible runcard to launch a qubit spectroscopy experiment could be the following: @@ -36,7 +36,7 @@ A possible runcard to launch a qubit spectroscopy experiment could be the follow relaxation_time: 20_000 Acquisition ------------ +^^^^^^^^^^^ The full acquisition procedure is described in :func:`qibocal.protocols.qubit_spectroscopy.acquisition` @@ -49,19 +49,82 @@ which contains the signal and the phase measured for each qubit. Post-processing procedure -------------------------- +^^^^^^^^^^^^^^^^^^^^^^^^^ To extract the qubit frequency a lorentzian fit is performed. Full post-processing procedure is in :func:`qibocal.protocols.qubit_spectroscopy.fit`. After the post-processing the following parameters will be updated: -* qubit frequenccy -* drive frequency +* qubit.drive_frequency +* qubit.native_gates.RX.frequency +Qubit spectroscopy "ef" +======================= + +Through a qubit spectroscopy experiment it is possible to target also the transition +frequencies towards higher energy level other than the first excited state. + +To visualize these secondary excitations it is necessary to provide a considerable +amount of drive power, which might be outside the limit of the experimental setup. + +Another way to address the higher levels is to first excite the qubit to state +:math:`\ket{1}` followed by the sequence previously presented for the qubit spectroscopy. +In this way it is possible to induce a transition between :math:`\ket{1}\leftrightarrow\ket{2}`. + +Such frequency :math:`\omega_{12}` should be below :math:`\omega_{01}` by around :math:`200 - 300` MHz. +From :math:`\omega_{12}` and :math:`\omega_{01}` it is possible to compute the anharmonicity +:math:`\alpha` as :cite:p:`Koch_2007`: + +.. math:: + + \alpha = \omega_{12} - \omega_{01} + +How to execute a qubit spectroscopy experiment +^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + +A possible runcard to launch a qubit spectroscopy experiment could be the following: + +.. code-block:: yaml + + - id: qubit spectroscopy 12 + operation: qubit_spectroscopy_ef + parameters: + drive_amplitude: 0.01 # drive power + drive_duration: 4000 # ns + freq_width: 20_000_000 + freq_step: 1_000_000 + nshots: 1024 + relaxation_time: 20_000 + +Acquisition +^^^^^^^^^^^ + +The full acquisition procedure is described in :func:`qibocal.protocols.qubit_spectroscopy_ef.acquisition` + +Here is the corresponding plot: + +TODO: ADD PLOT + +The data are stored :class:`qibocal.protocols.qubit_spectroscopy.QubitSpectroscopyEFData`, +which contains the signal and the phase measured for each qubit. + +Post-processing procedure +^^^^^^^^^^^^^^^^^^^^^^^^^ + +To extract :math:`\omega_{12}` a lorentzian fit is performed. Full post-processing +procedure is in :func:`qibocal.protocols.qubit_spectroscopy_ef.fit`. + +After the post-processing the following parameters will be updated: + +* qubit.anharmonicity +* qubit.native_gates.RX12.frequency + .. rubric:: References + + .. bibliography:: :filter: docname in docnames :style: plain diff --git a/doc/source/refs.bib b/doc/source/refs.bib index 0acbd82d7..c9ee04397 100644 --- a/doc/source/refs.bib +++ b/doc/source/refs.bib @@ -71,3 +71,16 @@ @misc{Baur2012RealizingQG year={2012}, url={https://api.semanticscholar.org/CorpusID:59065808} } + +@article{Koch_2007, + title={Charge-insensitive qubit design derived from the Cooper pair box}, + volume={76}, + ISSN={1094-1622}, + url={http://dx.doi.org/10.1103/PhysRevA.76.042319}, + DOI={10.1103/physreva.76.042319}, + number={4}, + journal={Physical Review A}, + publisher={American Physical Society (APS)}, + author={Koch, Jens and Yu, Terri M. and Gambetta, Jay and Houck, A. A. and Schuster, D. I. and Majer, J. and Blais, Alexandre and Devoret, M. H. and Girvin, S. M. and Schoelkopf, R. J.}, + year={2007}, + month=oct } From 17f4d031710507be4af00b8c07d3e153a47fba3f Mon Sep 17 00:00:00 2001 From: Andrea Date: Mon, 20 May 2024 21:44:28 +0400 Subject: [PATCH 03/66] doc: Fix subsections in sphinx --- doc/source/protocols/qubit_spectroscopy.rst | 12 +++++++++--- 1 file changed, 9 insertions(+), 3 deletions(-) diff --git a/doc/source/protocols/qubit_spectroscopy.rst b/doc/source/protocols/qubit_spectroscopy.rst index e9586b623..1e4e8e99f 100644 --- a/doc/source/protocols/qubit_spectroscopy.rst +++ b/doc/source/protocols/qubit_spectroscopy.rst @@ -1,5 +1,11 @@ -Qubit spectroscopy -================== +Qubit spectroscopies +==================== + +In this section we are going to present how to run with qibocal some +qubit spectroscopies experiments. + +Qubit Spectroscopy +------------------ To measure the resonance frequency of the qubit it is possible to perform a `qubit spectroscopy` experiment. @@ -61,7 +67,7 @@ After the post-processing the following parameters will be updated: Qubit spectroscopy "ef" -======================= +---------------------- Through a qubit spectroscopy experiment it is possible to target also the transition frequencies towards higher energy level other than the first excited state. From 3ad5543db14e1ade2fac9302d6b1f2879dbd8f7e Mon Sep 17 00:00:00 2001 From: Andrea Date: Mon, 20 May 2024 21:47:22 +0400 Subject: [PATCH 04/66] fix: Fix _fit -> fit --- src/qibocal/protocols/qubit_spectroscopy_ef.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/src/qibocal/protocols/qubit_spectroscopy_ef.py b/src/qibocal/protocols/qubit_spectroscopy_ef.py index 41473c3a4..4e6468edd 100644 --- a/src/qibocal/protocols/qubit_spectroscopy_ef.py +++ b/src/qibocal/protocols/qubit_spectroscopy_ef.py @@ -43,9 +43,9 @@ class QubitSpectroscopyEFData(QubitSpectroscopyData): def fit_ef(data: QubitSpectroscopyEFData) -> QubitSpectroscopyEFResults: - results = _fit(data) + results = fit(data) anharmoncities = { - qubit: data.drive_frequencies[qubit] - results.frequency[qubit] + qubit: results.frequency[qubit] - data.drive_frequencies[qubit] for qubit in data.qubits if qubit in results } From f842b280567caf3bd36fc7fcb88296455f36e836 Mon Sep 17 00:00:00 2001 From: Edoardo-Pedicillo Date: Tue, 21 May 2024 09:43:39 +0400 Subject: [PATCH 05/66] fix docs: crossreference private functions --- doc/source/conf.py | 5 +++++ doc/source/protocols/qubit_spectroscopy.rst | 2 +- 2 files changed, 6 insertions(+), 1 deletion(-) diff --git a/doc/source/conf.py b/doc/source/conf.py index 193a84e86..6c0d56ebe 100644 --- a/doc/source/conf.py +++ b/doc/source/conf.py @@ -33,6 +33,11 @@ # master_doc = "index" autodoc_mock_imports = ["qm"] +autodoc_default_options = { + "members": True, + "undoc-members": True, + "private-members": True, +} # Add any Sphinx extension module names here, as strings. They can be # extensions coming with Sphinx (named 'sphinx.ext.*') or your custom diff --git a/doc/source/protocols/qubit_spectroscopy.rst b/doc/source/protocols/qubit_spectroscopy.rst index 1e4e8e99f..d80b7b818 100644 --- a/doc/source/protocols/qubit_spectroscopy.rst +++ b/doc/source/protocols/qubit_spectroscopy.rst @@ -120,7 +120,7 @@ Post-processing procedure ^^^^^^^^^^^^^^^^^^^^^^^^^ To extract :math:`\omega_{12}` a lorentzian fit is performed. Full post-processing -procedure is in :func:`qibocal.protocols.qubit_spectroscopy_ef.fit`. +procedure is in :func:`qibocal.protocols.qubit_spectroscopy_ef._update`. After the post-processing the following parameters will be updated: From 7d89509a356e5aefa659c7dbd452e0fb79a99be8 Mon Sep 17 00:00:00 2001 From: Andrea Date: Tue, 21 May 2024 10:13:36 +0400 Subject: [PATCH 06/66] doc: Fix layout --- doc/source/getting-started/index.rst | 2 +- doc/source/getting-started/protocols.rst | 16 ---------------- doc/source/protocols/index.rst | 7 ++++++- doc/source/protocols/qubit_spectroscopy.rst | 8 ++++---- src/qibocal/protocols/qubit_spectroscopy.py | 6 +++--- src/qibocal/protocols/qubit_spectroscopy_ef.py | 4 ++-- 6 files changed, 16 insertions(+), 27 deletions(-) delete mode 100644 doc/source/getting-started/protocols.rst diff --git a/doc/source/getting-started/index.rst b/doc/source/getting-started/index.rst index b2b497296..460a01344 100644 --- a/doc/source/getting-started/index.rst +++ b/doc/source/getting-started/index.rst @@ -11,5 +11,5 @@ your quantum hardware. installation interface runcard - protocols + ../protocols/index example diff --git a/doc/source/getting-started/protocols.rst b/doc/source/getting-started/protocols.rst deleted file mode 100644 index 6d35cc39a..000000000 --- a/doc/source/getting-started/protocols.rst +++ /dev/null @@ -1,16 +0,0 @@ -Protocols -========= - -Here is a scheme with the protocols currently available in Qibocal. - - -.. image:: qpu_characterization.svg - - -The source code for each protocol is available in the :ref:`Components`. - -.. toctree:: - :maxdepth: 2 - :caption: Protocols - - ../protocols/index diff --git a/doc/source/protocols/index.rst b/doc/source/protocols/index.rst index 53aa7bc64..9743dc67d 100644 --- a/doc/source/protocols/index.rst +++ b/doc/source/protocols/index.rst @@ -1,10 +1,15 @@ Protocols ========= +Here is a scheme with the protocols currently available in Qibocal. + + +.. image:: ../getting-started/qpu_characterization.svg + In this section we introduce the basics of all protocols supported by ``qibocal``. .. toctree:: - :maxdepth: 1 + :maxdepth: 2 resonator_spectroscopy resonator_punchout diff --git a/doc/source/protocols/qubit_spectroscopy.rst b/doc/source/protocols/qubit_spectroscopy.rst index d80b7b818..b3c8d942c 100644 --- a/doc/source/protocols/qubit_spectroscopy.rst +++ b/doc/source/protocols/qubit_spectroscopy.rst @@ -44,7 +44,7 @@ A possible runcard to launch a qubit spectroscopy experiment could be the follow Acquisition ^^^^^^^^^^^ -The full acquisition procedure is described in :func:`qibocal.protocols.qubit_spectroscopy.acquisition` +The full acquisition procedure is described in :func:`qibocal.protocols.qubit_spectroscopy._acquisition` Here is the corresponding plot: @@ -107,20 +107,20 @@ A possible runcard to launch a qubit spectroscopy experiment could be the follow Acquisition ^^^^^^^^^^^ -The full acquisition procedure is described in :func:`qibocal.protocols.qubit_spectroscopy_ef.acquisition` +The full acquisition procedure is described in :func:`qibocal.protocols.qubit_spectroscopy_ef._acquisition` Here is the corresponding plot: TODO: ADD PLOT -The data are stored :class:`qibocal.protocols.qubit_spectroscopy.QubitSpectroscopyEFData`, +The data are stored :class:`qibocal.protocols.qubit_spectroscopy_ef.QubitSpectroscopyEFData`, which contains the signal and the phase measured for each qubit. Post-processing procedure ^^^^^^^^^^^^^^^^^^^^^^^^^ To extract :math:`\omega_{12}` a lorentzian fit is performed. Full post-processing -procedure is in :func:`qibocal.protocols.qubit_spectroscopy_ef._update`. +procedure is in :func:`qibocal.protocols.qubit_spectroscopy_ef.fit_ef`. After the post-processing the following parameters will be updated: diff --git a/src/qibocal/protocols/qubit_spectroscopy.py b/src/qibocal/protocols/qubit_spectroscopy.py index 6e70df3f4..766583257 100644 --- a/src/qibocal/protocols/qubit_spectroscopy.py +++ b/src/qibocal/protocols/qubit_spectroscopy.py @@ -51,7 +51,7 @@ class QubitSpectroscopyData(ResonatorSpectroscopyData): """QubitSpectroscopy acquisition outputs.""" -def acquisition( +def _acquisition( params: QubitSpectroscopyParameters, platform: Platform, targets: list[QubitId] ) -> QubitSpectroscopyData: """Data acquisition for qubit spectroscopy.""" @@ -123,7 +123,7 @@ def acquisition( return data -def fit(data: QubitSpectroscopyData) -> QubitSpectroscopyResults: +def _fit(data: QubitSpectroscopyData) -> QubitSpectroscopyResults: """Post-processing function for QubitSpectroscopy.""" qubits = data.qubits frequency = {} @@ -164,5 +164,5 @@ def _update(results: QubitSpectroscopyResults, platform: Platform, target: Qubit update.drive_frequency(results.frequency[target], platform, target) -qubit_spectroscopy = Routine(acquisition, fit, _plot, _update) +qubit_spectroscopy = Routine(_acquisition, _fit, _plot, _update) """QubitSpectroscopy Routine object.""" diff --git a/src/qibocal/protocols/qubit_spectroscopy_ef.py b/src/qibocal/protocols/qubit_spectroscopy_ef.py index 4e6468edd..77ba28b59 100644 --- a/src/qibocal/protocols/qubit_spectroscopy_ef.py +++ b/src/qibocal/protocols/qubit_spectroscopy_ef.py @@ -14,7 +14,7 @@ QubitSpectroscopyData, QubitSpectroscopyParameters, QubitSpectroscopyResults, - fit, + _fit, ) from .resonator_spectroscopy import ResSpecType from .utils import spectroscopy_plot, table_dict, table_html @@ -43,7 +43,7 @@ class QubitSpectroscopyEFData(QubitSpectroscopyData): def fit_ef(data: QubitSpectroscopyEFData) -> QubitSpectroscopyEFResults: - results = fit(data) + results = _fit(data) anharmoncities = { qubit: results.frequency[qubit] - data.drive_frequencies[qubit] for qubit in data.qubits From 249071f81916c840ba5800c5e767677e78c1984f Mon Sep 17 00:00:00 2001 From: Andrea Date: Tue, 21 May 2024 10:15:58 +0400 Subject: [PATCH 07/66] doc: Introduce folder for protocol --- doc/source/protocols/index.rst | 2 +- .../{figures => qubit_spectroscopy}/qubit_spec.png | Bin .../{ => qubit_spectroscopy}/qubit_spectroscopy.rst | 2 +- 3 files changed, 2 insertions(+), 2 deletions(-) rename doc/source/protocols/{figures => qubit_spectroscopy}/qubit_spec.png (100%) rename doc/source/protocols/{ => qubit_spectroscopy}/qubit_spectroscopy.rst (99%) diff --git a/doc/source/protocols/index.rst b/doc/source/protocols/index.rst index 9743dc67d..2b5b31838 100644 --- a/doc/source/protocols/index.rst +++ b/doc/source/protocols/index.rst @@ -13,4 +13,4 @@ In this section we introduce the basics of all protocols supported by ``qibocal` resonator_spectroscopy resonator_punchout - qubit_spectroscopy + qubit_spectroscopy/qubit_spectroscopy diff --git a/doc/source/protocols/figures/qubit_spec.png b/doc/source/protocols/qubit_spectroscopy/qubit_spec.png similarity index 100% rename from doc/source/protocols/figures/qubit_spec.png rename to doc/source/protocols/qubit_spectroscopy/qubit_spec.png diff --git a/doc/source/protocols/qubit_spectroscopy.rst b/doc/source/protocols/qubit_spectroscopy/qubit_spectroscopy.rst similarity index 99% rename from doc/source/protocols/qubit_spectroscopy.rst rename to doc/source/protocols/qubit_spectroscopy/qubit_spectroscopy.rst index b3c8d942c..088f00181 100644 --- a/doc/source/protocols/qubit_spectroscopy.rst +++ b/doc/source/protocols/qubit_spectroscopy/qubit_spectroscopy.rst @@ -48,7 +48,7 @@ The full acquisition procedure is described in :func:`qibocal.protocols.qubit_sp Here is the corresponding plot: -.. image:: figures/qubit_spec.png +.. image:: qubit_spec.png The data are stored :class:`qibocal.protocols.qubit_spectroscopy.QubitSpectroscopyData`, which contains the signal and the phase measured for each qubit. From 2dd06cca24ff400bb064446fdfb8ba0c3ecc0b0c Mon Sep 17 00:00:00 2001 From: Andrea Date: Tue, 21 May 2024 16:19:31 +0400 Subject: [PATCH 08/66] feat: Add Ramsey --- doc/source/protocols/index.rst | 1 + doc/source/protocols/ramsey/ramsey.png | Bin 0 -> 81530 bytes doc/source/protocols/ramsey/ramsey.rst | 82 ++++++++++++++++++ doc/source/protocols/ramsey/ramsey_signal.png | Bin 0 -> 48476 bytes 4 files changed, 83 insertions(+) create mode 100644 doc/source/protocols/ramsey/ramsey.png create mode 100644 doc/source/protocols/ramsey/ramsey.rst create mode 100644 doc/source/protocols/ramsey/ramsey_signal.png diff --git a/doc/source/protocols/index.rst b/doc/source/protocols/index.rst index 2b5b31838..fd3a28b3d 100644 --- a/doc/source/protocols/index.rst +++ b/doc/source/protocols/index.rst @@ -14,3 +14,4 @@ In this section we introduce the basics of all protocols supported by ``qibocal` resonator_spectroscopy resonator_punchout qubit_spectroscopy/qubit_spectroscopy + ramsey/ramsey diff 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During the waiting time :math:`\tau` the qubit will precess around +the z axis, after the second :math:`\pi /2` we peform a measurement. +By changing the waiting time :math:`\tau` we should observe an exponential decay +in the probability of measuring :math:`\ket{1}` which will give us an estimate of :math:`T_2`. +In the case where there is a difference between the qubit frequency and the frequency of +the drive pulse the final state will show a sinusoidal dependence from which we can extract +a correction on the qubit frequency: + +.. math:: + + p_e = \frac{1}{2} + \frac{1}{2} e^{-\tau/T_2} \cos(\Delta \omega \pm \pi/2) + +In order to obtain the correction on the qubit frequency reliably usually the +drive pulse it is detuned on purpose to generate oscillations. + + +Example +^^^^^^^ + +A possible runcard to launch a Rasmey experiment could be the following: + +.. code-block:: yaml + + - id: ramsey + operation: ramsey + parameters: + delay_between_pulses_end: 2000 + delay_between_pulses_start: 50 + delay_between_pulses_step: 50 + detuning: -1000000 # detuning on the drive pulse + nshots: 1024 + +The parameters specified here are available in :class:`qibocal.protocols.ramsey.ramsey.RamseyParameters` + +The expected output is the following: + +.. image:: ramsey.png + +: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``. + +Ramsey with raw signal +---------------------- + +A standard Ramsey experiment will try to compute the probability of the qubit +being measured in state :math:`\ket{1}`. It is possible to perform a Ramsey experiment +without performing single shot calibration by running an experiment called ``ramsey_signal``. + +The acquisition and the fitting procedure are exactly the same, the only difference being +that on the y axis it will be displayed the raw measurements from the instruments. + +Example: +^^^^^^^^ + +.. code-block:: yaml + + - id: ramsey with signal + operation: ramsey_signal + parameters: + delay_between_pulses_end: 25000 + delay_between_pulses_start: 50 + delay_between_pulses_step: 1000 + nshots: 1024 + + +.. image:: ramsey_signal.png + +Note that in this case error bars will not be provided. diff --git a/doc/source/protocols/ramsey/ramsey_signal.png b/doc/source/protocols/ramsey/ramsey_signal.png new file mode 100644 index 0000000000000000000000000000000000000000..99b3bcad14ff05bdecbef50a29949e2151478cf6 GIT binary patch literal 48476 zcmeFZ2Uk;T*EWhEA}F8&(woweBE5qkAiV~Vsshq`?^4}L@6x3PLNB3rMVb&=KsrhZ 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a/doc/source/protocols/ramsey/ramsey.rst b/doc/source/protocols/ramsey/ramsey.rst index a04b559b1..0f06d60a1 100644 --- a/doc/source/protocols/ramsey/ramsey.rst +++ b/doc/source/protocols/ramsey/ramsey.rst @@ -15,7 +15,7 @@ By changing the waiting time :math:`\tau` we should observe an exponential decay in the probability of measuring :math:`\ket{1}` which will give us an estimate of :math:`T_2`. In the case where there is a difference between the qubit frequency and the frequency of the drive pulse the final state will show a sinusoidal dependence from which we can extract -a correction on the qubit frequency: +a correction on the qubit frequency :cite:p:`Baur2012RealizingQG`: .. math:: From 2d6a16993538bfcb005f5c92063157fb91960d99 Mon Sep 17 00:00:00 2001 From: Andrea Pasquale Date: Tue, 21 May 2024 18:08:31 +0400 Subject: [PATCH 10/66] Update doc/source/protocols/qubit_spectroscopy/qubit_spectroscopy.rst Co-authored-by: Rodolfo Carobene <74607088+rodolfocarobene@users.noreply.github.com> --- doc/source/protocols/qubit_spectroscopy/qubit_spectroscopy.rst | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/doc/source/protocols/qubit_spectroscopy/qubit_spectroscopy.rst b/doc/source/protocols/qubit_spectroscopy/qubit_spectroscopy.rst index 088f00181..a7a04f918 100644 --- a/doc/source/protocols/qubit_spectroscopy/qubit_spectroscopy.rst +++ b/doc/source/protocols/qubit_spectroscopy/qubit_spectroscopy.rst @@ -67,7 +67,7 @@ After the post-processing the following parameters will be updated: Qubit spectroscopy "ef" ----------------------- +----------------------- Through a qubit spectroscopy experiment it is possible to target also the transition frequencies towards higher energy level other than the first excited state. From c9f1ea16b11248018ef8dbb0b719368263445ac2 Mon Sep 17 00:00:00 2001 From: Edoardo-Pedicillo Date: Wed, 22 May 2024 10:48:07 +0400 Subject: [PATCH 11/66] docs: add Rabi docs --- doc/source/protocols/rabi.rst | 39 +++++++++++++++++++++++++++++++++++ 1 file changed, 39 insertions(+) create mode 100644 doc/source/protocols/rabi.rst diff --git a/doc/source/protocols/rabi.rst b/doc/source/protocols/rabi.rst new file mode 100644 index 000000000..8371dac6c --- /dev/null +++ b/doc/source/protocols/rabi.rst @@ -0,0 +1,39 @@ +Rabi experiment +============== + +The goal of the Rabi experiment is to tune the amplitude (or the time) of the drive pulse, in order +to move the qubit state from the ground to the first excited one. + +In the Rabi experiment, the qubit is probed with a drive pulse at the qubit frequency :math:`w_{01}` +before measuring. This pulse sequence is repeated multiple times changing the amplitude (the time). +The qubit starts in the ground state, changing one of the two parameters of the drive pulse, the probability of being in the excited state increases following a sinusoidal pattern. + +For the amplitude version, we expect: + +.. math:: + p_e(t) = sin(\Omega_R \frac{t}{2}) + +For the time version, we have to take into account the dephasing and the energy decay. In case the +Rabi rate is larger than the decay and the pure dephasing rate, + +.. math:: + p_e(t) = \frac{1}{2} (1- e^{-t/\tau} sin(\Omega_R \frac{t}{2})) + +where :math:`\Omega_R` is the Rabi frequency and :math:`\tau` the decay time. + +Example +^^^^^^^ +It follows an example of the experiment parameters. + +.. code-block:: yaml + + - id: Rabi + operation: rabi_amplitude + parameters: + min_amp_factor: 0.1 + max_amp_factor: 1. + step_amp_factor: 0.01 + pulse_length: 40 + nshots: 3000 + +A detailed explanation of the parameters can be found in :class:`qibocal.protocols.rabi.amplitude.RabiAmplitudeParameters` or `qibocal.protocols.rabi.length.RabiAmplitudeParameters`. From 618f44ce77914460a6f86f77c60cc60d139c3428 Mon Sep 17 00:00:00 2001 From: Rodolfo Carobene Date: Mon, 27 May 2024 10:53:20 +0200 Subject: [PATCH 12/66] time of flight --- doc/source/protocols/index.rst | 1 + .../protocols/signal/time_of_flight.rst | 37 +++++++++++++++++++ 2 files changed, 38 insertions(+) create mode 100644 doc/source/protocols/signal/time_of_flight.rst diff --git a/doc/source/protocols/index.rst b/doc/source/protocols/index.rst index fd3a28b3d..2a67e39af 100644 --- a/doc/source/protocols/index.rst +++ b/doc/source/protocols/index.rst @@ -11,6 +11,7 @@ In this section we introduce the basics of all protocols supported by ``qibocal` .. toctree:: :maxdepth: 2 + signal/time_of_flight resonator_spectroscopy resonator_punchout qubit_spectroscopy/qubit_spectroscopy diff --git a/doc/source/protocols/signal/time_of_flight.rst b/doc/source/protocols/signal/time_of_flight.rst new file mode 100644 index 000000000..b970dd977 --- /dev/null +++ b/doc/source/protocols/signal/time_of_flight.rst @@ -0,0 +1,37 @@ +Time Of Flight (Readout) +======================== + +In this section, we present the time-of-flight experiment for qibocal. + +In the `time of flight` experiment, we measure the time it takes for a readout pulse to travel to the qubit and back, being acquired by the control instrument ADCs. + +Carefully calibrating this delay time is important to optimize the readout length. In particular, it is useful to acquire for a duration equal to that of the pulse, where it is possible to see differences (in amplitude and phase) between the two states of a qubit. + +The parameters for the experiment are :class:`qibocal.protocols.signal_experiments.time_of_flight_readout.TimeOfFlightReadoutParameters`, namely the amplitude of the readout pulse (if it is not set, the runcard one is used) and an integer that is used as the window size for a moving average. + +How to Execute an Experiment +^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + +.. code-block:: yaml + + - id: time of flight experiment # custom ID of the experiment + operation: time_of_flight_readout # unique name of the routine + parameters: + readout_amplitude: 1 # usually high + window_size: 10 + nshots: 1024 + relaxation_time: 20_000 + +Although it is possible to avoid setting a specific readout amplitude, it is generally useful to set a high value here. Indeed, we are not looking for the optimal amplitude but want to have a signal with enough power so that it is clear when it starts. + +Acquisition +^^^^^^^^^^^ + +The acquisition procedure is described in :func:`qibocal.protocols.signal_experiments.time_of_flight_readout._acquisition`. It is important to note that this experiment makes use of the RAW acquisition mode, which may require some specific care depending on the instrument employed. + +TODO: ADD PLOT + +Fit +^^^ + +The fit procedure (:func:`qibocal.protocols.signal_experiments.time_of_flight_readout._fit`) employs a moving average, returning the time when it is maximum, namely when the signal starts being acquired. From 6cd31d0e47bda99ef2211fcc154803be106500bc Mon Sep 17 00:00:00 2001 From: Rodolfo Carobene Date: Mon, 27 May 2024 11:27:00 +0200 Subject: [PATCH 13/66] calibrate kernels --- doc/source/protocols/index.rst | 1 + .../protocols/signal/calibrate_kernel.rst | 31 +++++++++++++++++++ 2 files changed, 32 insertions(+) create mode 100644 doc/source/protocols/signal/calibrate_kernel.rst diff --git a/doc/source/protocols/index.rst b/doc/source/protocols/index.rst index 2a67e39af..69e2892be 100644 --- a/doc/source/protocols/index.rst +++ b/doc/source/protocols/index.rst @@ -12,6 +12,7 @@ In this section we introduce the basics of all protocols supported by ``qibocal` :maxdepth: 2 signal/time_of_flight + signal/calibrate_kernel resonator_spectroscopy resonator_punchout qubit_spectroscopy/qubit_spectroscopy diff --git a/doc/source/protocols/signal/calibrate_kernel.rst b/doc/source/protocols/signal/calibrate_kernel.rst new file mode 100644 index 000000000..65bdaf89c --- /dev/null +++ b/doc/source/protocols/signal/calibrate_kernel.rst @@ -0,0 +1,31 @@ +Calibrate Discrimination Kernels +================================ + +This experiment is quite similar to the time-of-flight experiment but has a different objective. + +In the time-of-flight experiment, we were only interested in the timing of the pulse, regardless of the current qubit state. Here, on the other hand, we want to build a "vector of weights," with a value for each point in the measurement, to maximize the differences between :math:`\ket{0}` and :math:`\ket{1}`. Points that are further away, considering the two states, are given a higher weight since they are "more interesting" for discrimination purposes. + +How to Execute the Experiment +^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + +.. code-block:: yaml + + - id: calibrate kernels # custom ID of the experiment + operation: calibrate_state_discrimination # unique name of the routine + parameters: + nshots: 1024 + relaxation_time: 20_000 + +Acquisition +^^^^^^^^^^^ + +The acquisition procedure is described in :func:`qibocal.protocols.signal_experiments.calibrate_state_discrimination._acquisition`. It is important to note that this experiment makes use of the RAW acquisition mode, which may require some specific care depending on the instrument employed. + +TODO: ADD PLOT + +Fit +^^^ + +The fit procedure (:func:`qibocal.protocols.signal_experiments.calibrate_state_discrimination._fit`) uses the numpy conjugate function, as it takes the conjugate of the differences of the two RAW traces acquired (one for the ground state and one for the excited state) as the kernel, after normalization. + +The kernel is also updated in the platform runcard after successful fitting. From 96631bbd70bfc093a92133eb5b049763b7dc52f5 Mon Sep 17 00:00:00 2001 From: Rodolfo Carobene Date: Mon, 27 May 2024 11:51:39 +0200 Subject: [PATCH 14/66] add plots --- .../protocols/signal/calibrate_kernel.rst | 2 +- doc/source/protocols/signal/kernel.png | Bin 0 -> 45316 bytes doc/source/protocols/signal/time_of_flight.png | Bin 0 -> 41059 bytes doc/source/protocols/signal/time_of_flight.rst | 8 +++++--- 4 files changed, 6 insertions(+), 4 deletions(-) create mode 100644 doc/source/protocols/signal/kernel.png create mode 100644 doc/source/protocols/signal/time_of_flight.png diff --git a/doc/source/protocols/signal/calibrate_kernel.rst b/doc/source/protocols/signal/calibrate_kernel.rst index 65bdaf89c..ff377e835 100644 --- a/doc/source/protocols/signal/calibrate_kernel.rst +++ b/doc/source/protocols/signal/calibrate_kernel.rst @@ -21,7 +21,7 @@ Acquisition The acquisition procedure is described in :func:`qibocal.protocols.signal_experiments.calibrate_state_discrimination._acquisition`. 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+0200 Subject: [PATCH 15/66] review --- .../protocols/signal/time_of_flight.rst | 24 +++++++++++++++--- .../protocols/signal/time_of_flight_2d.png | Bin 0 -> 59474 bytes 2 files changed, 20 insertions(+), 4 deletions(-) create mode 100644 doc/source/protocols/signal/time_of_flight_2d.png diff --git a/doc/source/protocols/signal/time_of_flight.rst b/doc/source/protocols/signal/time_of_flight.rst index b6b6a375f..50903fa95 100644 --- a/doc/source/protocols/signal/time_of_flight.rst +++ b/doc/source/protocols/signal/time_of_flight.rst @@ -1,11 +1,11 @@ Time Of Flight (Readout) ======================== -In this section, we present the time-of-flight experiment for qibocal. +In this section, we present the time-of-flight experiment for qibocal (see Fig.12 :cite:p:`gao2021practical`). In the `time of flight` experiment, we measure the time it takes for a readout pulse to travel to the qubit and back, being acquired by the control instrument ADCs. -Carefully calibrating this delay time is important to optimize the readout length. In particular, it is useful to acquire for a duration equal to that of the pulse, where it is possible to see differences (in amplitude and phase) between the two states of a qubit. +Carefully calibrating this delay time is important to optimize the readout. In particular, it is useful to acquire just for the duration of the readout pulse, where differences between the two states really appear (both in amplitude and phase). The parameters for the experiment are :class:`qibocal.protocols.signal_experiments.time_of_flight_readout.TimeOfFlightReadoutParameters`, namely the amplitude of the readout pulse (if it is not set, the runcard one is used) and an integer that is used as the window size for a moving average. @@ -27,13 +27,29 @@ Although it is possible to avoid setting a specific readout amplitude, it is gen Acquisition ^^^^^^^^^^^ -The acquisition procedure is described in :func:`qibocal.protocols.signal_experiments.time_of_flight_readout._acquisition`. It is important to note that this experiment makes use of the RAW acquisition mode, which may require some specific care depending on the instrument employed. +The acquisition procedure is described in :func:`qibocal.protocols.signal_experiments.time_of_flight_readout._acquisition`. It is important to note that this experiment makes use of the RAW acquisition mode, which may require some specific care depending on the instrument employed (for some devices demdulation could be used, or this mode could be avialbe for just a single qubit at a time). + +For a 3D cavity we expect a plot (considering demodulation) as the following: .. image:: time_of_flight.png -In this image, for example, we can see that the fit procedure did not find the correct pulse starting point (that is around 200). This can be improved increasing the window size. +In this image, for example, we can see that the fit procedure did not find the correct pulse starting point (that is around 200). This could be improved increasing the window size. + +For a 2D resonator, some more oscillation could appear: + +.. image:: time_of_flight_2d.png Fit ^^^ The fit procedure (:func:`qibocal.protocols.signal_experiments.time_of_flight_readout._fit`) employs a moving average, returning the time when it is maximum, namely when the signal starts being acquired. + +Since these plots could vary a lot, depending on the controller instrument specifics and on the design o the QPU undery analysis, we suggest to verify each time the correctness of the fit procedure. + +.. rubric:: References + + + +.. bibliography:: + :filter: docname in docnames + :style: plain diff --git a/doc/source/protocols/signal/time_of_flight_2d.png b/doc/source/protocols/signal/time_of_flight_2d.png new file mode 100644 index 0000000000000000000000000000000000000000..19495b6b396dcb7cd634e17558b56bd9bf520890 GIT binary patch literal 59474 zcmeFZcRUq-|36$pk{K!^L?|plzN)2vjuAZa$kX)P{ 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z4C>NQeJrT9<$CJj>1$BBbGhaF}D5d`>pS^3^p0$Yh}5k=T%5T zG;&(7^7{!lTRlzh2w?qd(pp(=+wb}EIY)L)M4Gk31l6eTo%=h<{@lv?OC!|#)q^{2 zEsz~zohOv*FPS+HI(CaYSHC*{;RSFaxWJG?*J}P^-TSJ*Fc;IyiT>?LE>MfOTE`3W zzl-NzzW_R>;2JPPjA#GTpa0iY_)nDif6`U>`+@wgZ}|TM-|+ua2YyUv|GwzUK#=g2 RQ{aD(B;_UY9=!1RzW`w56f6J$ literal 0 HcmV?d00001 From 70fdaaaf954d6912f0e6a8b3019fa33ef02e1561 Mon Sep 17 00:00:00 2001 From: Edoardo-Pedicillo Date: Tue, 28 May 2024 10:50:31 +0400 Subject: [PATCH 16/66] docs: add singleshot docs --- doc/source/protocols/index.rst | 2 + doc/source/protocols/qubit_spectroscopy.rst | 2 + doc/source/protocols/rabi.rst | 76 +++++++++++++++--- doc/source/protocols/rabi_amplitude.png | Bin 85702 -> 61468 bytes .../protocols/resonator_spectroscopy.rst | 2 + doc/source/protocols/singleshot.rst | 34 ++++++++ 6 files changed, 103 insertions(+), 13 deletions(-) create mode 100644 doc/source/protocols/singleshot.rst diff --git a/doc/source/protocols/index.rst b/doc/source/protocols/index.rst index 53aa7bc64..9dd6b071b 100644 --- a/doc/source/protocols/index.rst +++ b/doc/source/protocols/index.rst @@ -9,3 +9,5 @@ In this section we introduce the basics of all protocols supported by ``qibocal` resonator_spectroscopy resonator_punchout qubit_spectroscopy + rabi + singleshot diff --git a/doc/source/protocols/qubit_spectroscopy.rst b/doc/source/protocols/qubit_spectroscopy.rst index d80b7b818..d1cad3965 100644 --- a/doc/source/protocols/qubit_spectroscopy.rst +++ b/doc/source/protocols/qubit_spectroscopy.rst @@ -1,3 +1,5 @@ +.. _qubit_spectroscopy: + Qubit spectroscopies ==================== diff --git a/doc/source/protocols/rabi.rst b/doc/source/protocols/rabi.rst index 8371dac6c..efad78f5e 100644 --- a/doc/source/protocols/rabi.rst +++ b/doc/source/protocols/rabi.rst @@ -1,12 +1,13 @@ -Rabi experiment -============== +Rabi experiments +================ -The goal of the Rabi experiment is to tune the amplitude (or the time) of the drive pulse, in order -to move the qubit state from the ground to the first excited one. +The goal of the Rabi experiment is to tune the amplitude (duration) of the drive pulse, in order +to excite the qubit from the ground state up to state :math:`\ket{1}`. In the Rabi experiment, the qubit is probed with a drive pulse at the qubit frequency :math:`w_{01}` -before measuring. This pulse sequence is repeated multiple times changing the amplitude (the time). -The qubit starts in the ground state, changing one of the two parameters of the drive pulse, the probability of being in the excited state increases following a sinusoidal pattern. +before measuring. This pulse sequence is repeated multiple times changing the amplitude (time). +The qubit starts in the ground state, changing one of the two parameters of the drive pulse, the probability of being in the first +excited state increases following a sinusoidal pattern. For the amplitude version, we expect: @@ -27,13 +28,62 @@ It follows an example of the experiment parameters. .. code-block:: yaml - - id: Rabi + - id: Rabi amplitude operation: rabi_amplitude parameters: - min_amp_factor: 0.1 - max_amp_factor: 1. - step_amp_factor: 0.01 - pulse_length: 40 - nshots: 3000 + min_amp_factor: 0.1 + max_amp_factor: 1. + step_amp_factor: 0.01 + pulse_length: 40 + nshots: 3000 + relaxation_time: 50000 -A detailed explanation of the parameters can be found in :class:`qibocal.protocols.rabi.amplitude.RabiAmplitudeParameters` or `qibocal.protocols.rabi.length.RabiAmplitudeParameters`. + +A detailed explanation of the parameters can be found in :class:`qibocal.protocols.rabi.amplitude.RabiAmplitudeParameters` +or :class:`qibocal.protocols.rabi.length.RabiLengthParameters`. To run properly this experiment it is important to set the +`relaxation_time` higher than the qubit `T1`. + +After running `qq auto`, the experiment is executed and the result will looks like +the following picture. + +.. image:: rabi_amplitude.png + +Regarding the time version of this experiment, this is an example + + +.. code-block:: yaml + + - id: Rabi length + operation: rabi_length + parameters: + pulse_duration_start: 16 + pulse_duration_end: 100 + pulse_duration_step: 4 + pulse_amplitude: 0.22 + nshots: 3000 + relaxation_time: 50000 + +.. image:: rabi_length.png + +For each Rabi experiment Qibocal provides the `signal` version, where just the readout signal is acquired, without +performing state discrimination :class:`qibocal.protocols.rabi.amplitude_signal.rabi_amplitude_signal`, +:class:`qibocal.protocols.rabi.length_signal.rabi_length_signal`. + +It follows an example runcard and plot for the signal exepriment + +.. code-block:: yaml + + - id: Rabi signal + operation: rabi_amplitude_signal + parameters: + min_amp_factor: 0.2 + max_amp_factor: 1. + step_amp_factor: 0.01 + pulse_length: 40 + nshots: 3000 + relaxation_time: 50000 + +Requirements +^^^^^^^^^^^^ +- :ref:`qubit_spectroscopy` +- :ref:`resonator_spectroscopy` diff --git a/doc/source/protocols/rabi_amplitude.png b/doc/source/protocols/rabi_amplitude.png index 5998fed57bab67f33e5e14b4a970d9edacfc558c..2be84089fb72539a6eb9787870e0c59da31d9d9d 100644 GIT binary patch literal 61468 zcmeFZcT|&G^fnmvs#m34q)ER9kq**3s8p%aJ1A8`?;Z52^dh}?2oRd|PEZ5{1ccBN zx|C3*B%vjlmwWa1&CFW!$IM#u-$#)*iFwaH=j`(Ay`PiF=bFl-x9M+#Kp@g*DhfIv z(9J#&=xW%XSAl1muiJeC{`_J8MB@nvR2zTi;^lSV@!!@eIvOBQz(Ww|^*a#g40!7G zCJ5yH2n5=C0Rl;;gFv)y*=^d=zza95)RYxK#LMse&e9~{nZK-GYWjdcRKVr+d=Ti) z4`8_9_YJI-z+FJk6rSk$&F#$lW;688_a7|o!L}zfr}u;QI>nq&cZQF1-+g%e_Z#7- ze-9iz&__~1@gV|Zv8uk}sM=K1c=>)$T|Lki#T>m{$h%CG%;;ARprapl*wIIqIi@Bfoc1NQ!Xt$8Ow^7nP= zdljZ%*RK&zi^+ancRSqIx%umQso{U$9`wH#=TaN~|Ir+b=YD*A=cAyh@Gi`e^5&&6 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.../protocols/signal/calibrate_kernel.rst | 8 ++++++++ doc/source/protocols/signal/time_of_flight.rst | 10 ++++++++++ .../signal/time_of_flight_2d_nodem.png | Bin 0 -> 73322 bytes 3 files changed, 18 insertions(+) create mode 100644 doc/source/protocols/signal/time_of_flight_2d_nodem.png diff --git a/doc/source/protocols/signal/calibrate_kernel.rst b/doc/source/protocols/signal/calibrate_kernel.rst index ff377e835..fedfa0f1e 100644 --- a/doc/source/protocols/signal/calibrate_kernel.rst +++ b/doc/source/protocols/signal/calibrate_kernel.rst @@ -29,3 +29,11 @@ Fit The fit procedure (:func:`qibocal.protocols.signal_experiments.calibrate_state_discrimination._fit`) uses the numpy conjugate function, as it takes the conjugate of the differences of the two RAW traces acquired (one for the ground state and one for the excited state) as the kernel, after normalization. The kernel is also updated in the platform runcard after successful fitting. + +Requirements pre-experiment +^^^^^^^^^^^^^^^^^^^^^^^^^^^ + +This experiment requires the calibration of a pi-pulse, since in the pulse sequence, we eed to use the X gate. +Therefore, before this experiment, we need to run at least a: + +- Rabi experiment (ADD LINK TO DOC) diff --git a/doc/source/protocols/signal/time_of_flight.rst b/doc/source/protocols/signal/time_of_flight.rst index 50903fa95..7b6cc5cca 100644 --- a/doc/source/protocols/signal/time_of_flight.rst +++ b/doc/source/protocols/signal/time_of_flight.rst @@ -39,6 +39,11 @@ For a 2D resonator, some more oscillation could appear: .. image:: time_of_flight_2d.png +Just as an example, we provide here also a plot for a 2D resonator case, where the demodulation is not carried out. +As we can see the plot is very different, but the starting point of the signal is still clearly visible. + +.. image:: time_of_flight_2d_nodem.png + Fit ^^^ @@ -46,6 +51,11 @@ The fit procedure (:func:`qibocal.protocols.signal_experiments.time_of_flight_re Since these plots could vary a lot, depending on the controller instrument specifics and on the design o the QPU undery analysis, we suggest to verify each time the correctness of the fit procedure. +Requirements pre-experiment +^^^^^^^^^^^^^^^^^^^^^^^^^^^ + +Before this experiment, nothing in particular is required. 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zExITg4P(E(&q(BKS1Y~P+GkZcoyJFd(<{u)+^n>G-(;20^s1b|Edz=Pa>*S#C&=RS zQ-$!X@^@)?x0km-Of||MVxdF)GmLLp8yHpfWxr%yXS4jPDn4+t%uMc@T8pw0nobU` z4ezh<_=dsAx?WPU!PX2jz5{|bh37NNui!1d_3=uEhlugB`I<9rapQKf`88xGHUwcK+kIR5F z5h545D&~EY6#8zH=>sI1zVFY?cb2TDNOZ}^v<(guyVP*|q^wS~;FC;&4rUOLoJuEZ zcO5fzP)PrK=0iU}7|$DN22ll)slzz_=6+1O1FjjA;P`;-1mfv9Da%L1Kk`Z~SqBkA z|2pfc#?AE%t`ajD@;Mw?Aq;1V?<&u@#VO(sQuXl9z?7Q|Hz-kK)l2ePl3+%-bIWjj zV`2iDf7}O02LST0C=;2t9r|6!oi7s3{tMD$HMal& literal 0 HcmV?d00001 From e1c7a005095f96f94e6800959c4a824e5fffe06f Mon Sep 17 00:00:00 2001 From: Rodolfo Carobene Date: Tue, 28 May 2024 10:35:57 +0200 Subject: [PATCH 18/66] typos --- doc/source/protocols/signal/calibrate_kernel.rst | 2 +- doc/source/protocols/signal/time_of_flight.rst | 4 ++-- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/doc/source/protocols/signal/calibrate_kernel.rst b/doc/source/protocols/signal/calibrate_kernel.rst index fedfa0f1e..296eff5d3 100644 --- a/doc/source/protocols/signal/calibrate_kernel.rst +++ b/doc/source/protocols/signal/calibrate_kernel.rst @@ -33,7 +33,7 @@ The kernel is also updated in the platform runcard after successful fitting. Requirements pre-experiment ^^^^^^^^^^^^^^^^^^^^^^^^^^^ -This experiment requires the calibration of a pi-pulse, since in the pulse sequence, we eed to use the X gate. +This experiment requires the calibration of a pi-pulse, since in the pulse sequence, we need to use the X gate. Therefore, before this experiment, we need to run at least a: - Rabi experiment (ADD LINK TO DOC) diff --git a/doc/source/protocols/signal/time_of_flight.rst b/doc/source/protocols/signal/time_of_flight.rst index 7b6cc5cca..f9bfb6516 100644 --- a/doc/source/protocols/signal/time_of_flight.rst +++ b/doc/source/protocols/signal/time_of_flight.rst @@ -27,7 +27,7 @@ Although it is possible to avoid setting a specific readout amplitude, it is gen Acquisition ^^^^^^^^^^^ -The acquisition procedure is described in :func:`qibocal.protocols.signal_experiments.time_of_flight_readout._acquisition`. It is important to note that this experiment makes use of the RAW acquisition mode, which may require some specific care depending on the instrument employed (for some devices demdulation could be used, or this mode could be avialbe for just a single qubit at a time). +The acquisition procedure is described in :func:`qibocal.protocols.signal_experiments.time_of_flight_readout._acquisition`. It is important to note that this experiment makes use of the RAW acquisition mode, which may require some specific care depending on the instrument employed (for some devices demodulation could be used, or this mode could be available for just a single qubit at a time). For a 3D cavity we expect a plot (considering demodulation) as the following: @@ -49,7 +49,7 @@ Fit The fit procedure (:func:`qibocal.protocols.signal_experiments.time_of_flight_readout._fit`) employs a moving average, returning the time when it is maximum, namely when the signal starts being acquired. -Since these plots could vary a lot, depending on the controller instrument specifics and on the design o the QPU undery analysis, we suggest to verify each time the correctness of the fit procedure. +Since these plots could vary a lot, depending on the controller instrument specifics and on the design of the QPU under analysis, we suggest to verify each time the correctness of the fit procedure. Requirements pre-experiment ^^^^^^^^^^^^^^^^^^^^^^^^^^^ From b9cfb83886ee738def9cdeba67d53451bbad692f Mon Sep 17 00:00:00 2001 From: Rodolfo Carobene <74607088+rodolfocarobene@users.noreply.github.com> Date: Tue, 28 May 2024 22:51:35 +0200 Subject: [PATCH 19/66] Apply suggestions from code review Co-authored-by: Andrea Pasquale --- doc/source/protocols/signal/calibrate_kernel.rst | 2 +- doc/source/protocols/signal/time_of_flight.rst | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/doc/source/protocols/signal/calibrate_kernel.rst b/doc/source/protocols/signal/calibrate_kernel.rst index 296eff5d3..a7de68130 100644 --- a/doc/source/protocols/signal/calibrate_kernel.rst +++ b/doc/source/protocols/signal/calibrate_kernel.rst @@ -5,7 +5,7 @@ This experiment is quite similar to the time-of-flight experiment but has a diff In the time-of-flight experiment, we were only interested in the timing of the pulse, regardless of the current qubit state. Here, on the other hand, we want to build a "vector of weights," with a value for each point in the measurement, to maximize the differences between :math:`\ket{0}` and :math:`\ket{1}`. Points that are further away, considering the two states, are given a higher weight since they are "more interesting" for discrimination purposes. -How to Execute the Experiment +How to execute the experiment ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ .. code-block:: yaml diff --git a/doc/source/protocols/signal/time_of_flight.rst b/doc/source/protocols/signal/time_of_flight.rst index f9bfb6516..7a7b117c6 100644 --- a/doc/source/protocols/signal/time_of_flight.rst +++ b/doc/source/protocols/signal/time_of_flight.rst @@ -9,7 +9,7 @@ Carefully calibrating this delay time is important to optimize the readout. In p The parameters for the experiment are :class:`qibocal.protocols.signal_experiments.time_of_flight_readout.TimeOfFlightReadoutParameters`, namely the amplitude of the readout pulse (if it is not set, the runcard one is used) and an integer that is used as the window size for a moving average. -How to Execute the experiment +How to execute the experiment ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ .. code-block:: yaml From 1320fb5af2c5cea74b05d091d3c32b3c285806fd Mon Sep 17 00:00:00 2001 From: Rodolfo Carobene Date: Tue, 28 May 2024 23:11:03 +0200 Subject: [PATCH 20/66] review --- doc/source/protocols/signal/calibrate_kernel.rst | 2 +- doc/source/protocols/signal/time_of_flight.rst | 9 ++++++--- 2 files changed, 7 insertions(+), 4 deletions(-) diff --git a/doc/source/protocols/signal/calibrate_kernel.rst b/doc/source/protocols/signal/calibrate_kernel.rst index a7de68130..026c1209f 100644 --- a/doc/source/protocols/signal/calibrate_kernel.rst +++ b/doc/source/protocols/signal/calibrate_kernel.rst @@ -1,7 +1,7 @@ Calibrate Discrimination Kernels ================================ -This experiment is quite similar to the time-of-flight experiment but has a different objective. +This experiment is quite similar to the :ref:`Time Of Flight` experiment but has a different objective. In the time-of-flight experiment, we were only interested in the timing of the pulse, regardless of the current qubit state. Here, on the other hand, we want to build a "vector of weights," with a value for each point in the measurement, to maximize the differences between :math:`\ket{0}` and :math:`\ket{1}`. Points that are further away, considering the two states, are given a higher weight since they are "more interesting" for discrimination purposes. diff --git a/doc/source/protocols/signal/time_of_flight.rst b/doc/source/protocols/signal/time_of_flight.rst index 7a7b117c6..922375dad 100644 --- a/doc/source/protocols/signal/time_of_flight.rst +++ b/doc/source/protocols/signal/time_of_flight.rst @@ -1,3 +1,5 @@ +.. _Time Of Flight: + Time Of Flight (Readout) ======================== @@ -27,7 +29,10 @@ Although it is possible to avoid setting a specific readout amplitude, it is gen Acquisition ^^^^^^^^^^^ -The acquisition procedure is described in :func:`qibocal.protocols.signal_experiments.time_of_flight_readout._acquisition`. It is important to note that this experiment makes use of the RAW acquisition mode, which may require some specific care depending on the instrument employed (for some devices demodulation could be used, or this mode could be available for just a single qubit at a time). +.. testcode:: + from qibolab.execution_parameters import AcquisitionType + +The acquisition procedure is described in :func:`qibocal.protocols.signal_experiments.time_of_flight_readout._acquisition`. It is important to note that this experiment makes use of the RAW acquisition mode (see `Qibolab documentation `_), which may require some specific care depending on the instrument employed (for some devices demodulation could be used, or this mode could be available for just a single qubit at a time). For a 3D cavity we expect a plot (considering demodulation) as the following: @@ -49,8 +54,6 @@ Fit The fit procedure (:func:`qibocal.protocols.signal_experiments.time_of_flight_readout._fit`) employs a moving average, returning the time when it is maximum, namely when the signal starts being acquired. -Since these plots could vary a lot, depending on the controller instrument specifics and on the design of the QPU under analysis, we suggest to verify each time the correctness of the fit procedure. - Requirements pre-experiment ^^^^^^^^^^^^^^^^^^^^^^^^^^^ From 6362cd74e9c524f71cf22d1439f89c7075c6d2a4 Mon Sep 17 00:00:00 2001 From: Rodolfo Carobene Date: Tue, 28 May 2024 23:24:06 +0200 Subject: [PATCH 21/66] fix test output --- doc/source/protocols/signal/time_of_flight.rst | 2 ++ 1 file changed, 2 insertions(+) diff --git a/doc/source/protocols/signal/time_of_flight.rst b/doc/source/protocols/signal/time_of_flight.rst index 922375dad..1b2df4624 100644 --- a/doc/source/protocols/signal/time_of_flight.rst +++ b/doc/source/protocols/signal/time_of_flight.rst @@ -30,6 +30,8 @@ Acquisition ^^^^^^^^^^^ .. testcode:: + :hide: + from qibolab.execution_parameters import AcquisitionType The acquisition procedure is described in :func:`qibocal.protocols.signal_experiments.time_of_flight_readout._acquisition`. It is important to note that this experiment makes use of the RAW acquisition mode (see `Qibolab documentation `_), which may require some specific care depending on the instrument employed (for some devices demodulation could be used, or this mode could be available for just a single qubit at a time). From 1309ff767c00333949efc769876dc46fe4eb5ea9 Mon Sep 17 00:00:00 2001 From: Andrea Date: Mon, 3 Jun 2024 14:57:34 +0400 Subject: [PATCH 22/66] doc: Add T1 documentation --- doc/source/protocols/index.rst | 1 + doc/source/protocols/t1/t1.rst | 103 ++++++++++++++++++++++++++ doc/source/protocols/t1/t1_prob.png | Bin 0 -> 52308 bytes doc/source/protocols/t1/t1_signal.png | Bin 0 -> 49710 bytes 4 files changed, 104 insertions(+) create mode 100644 doc/source/protocols/t1/t1.rst create mode 100644 doc/source/protocols/t1/t1_prob.png create mode 100644 doc/source/protocols/t1/t1_signal.png diff --git a/doc/source/protocols/index.rst b/doc/source/protocols/index.rst index fd3a28b3d..ce8751add 100644 --- a/doc/source/protocols/index.rst +++ b/doc/source/protocols/index.rst @@ -15,3 +15,4 @@ In this section we introduce the basics of all protocols supported by ``qibocal` resonator_punchout qubit_spectroscopy/qubit_spectroscopy ramsey/ramsey + t1/t1 diff --git a/doc/source/protocols/t1/t1.rst b/doc/source/protocols/t1/t1.rst new file mode 100644 index 000000000..d13d7e6d1 --- /dev/null +++ b/doc/source/protocols/t1/t1.rst @@ -0,0 +1,103 @@ +T1 experiments +============== + +In this section we show how to run T1 experiments using Qibocal. + +T1 +-- + +Due to coupling to the environment the qubit in state :math:`\ket{1}` +will decay to to state :math:`\ket{0}`. To measure such decay we can perform +a simple experiment by initializing the qubit in :math:`\ket{1}` through a +:math:`\pi` pulse previously calibrated, we then measure the population of +the excited state for different waiting times :math:`\Delta \tau`. +We expect to measure an exponential decay which is fitted with the following formula: + + + + +.. math:: + + p_e(t) = A + B e^{ - t / T_1} + +:math:`A` and :math:`B` are introduced to improve the performance of the fit. + + +Example +^^^^^^^ + +A possible runcard to launch a T1 experiment could be the following: + +.. code-block:: yaml + + - id: t1 + operation: t1 + parameters: + delay_before_readout_end: 10000 + delay_before_readout_start: 4 + delay_before_readout_step: 100 + nshots: 1000 + +The parameters specified here are available in :class:`qibocal.protocols.coherence.t1.T1Parameters` + +The expected output is the following: + +.. image:: t1_prob.png + +:math:`T_1`is determined by fitting the output signal using +the formula presented above. + + +T1 with raw signal +------------------ + +A standard :math:`T_1` experiment will try to compute the probability of the qubit +being measured in state :math:`\ket{1}`. It is possible to perform a :math:`T_1` experiment +without performing single shot calibration by running an experiment called ``t1_signal``. + +The acquisition and the fitting procedure are exactly the same, the only difference being +that on the y axis it will be displayed the raw measurements from the instruments. + +Example: +^^^^^^^^ + +.. code-block:: yaml + + - id: T1 with signal + operation: t1_signal + parameters: + delay_before_readout_end: 100008 + delay_before_readout_start: 16 + delay_before_readout_step: 1000 + nshots: 2048 + + +.. image:: t1_signal.png + +Note that in this case error bands will not be provided. + +T1 with for loops +----------------- + +If the instrument driver is not able to perform duration sweepers in real time, we provide +a protocol where the different waiting time are swept through a python for loop. Such +execution will be usually slower compared to the one where sweepers are supported but it +could be useful for debugging purposes. + +Here is a possible runcard: + +.. code-block:: yaml + + - id: T1 with for loops + operation: t1_sequences + parameters: + delay_before_readout_end: 100008 + delay_before_readout_start: 16 + delay_before_readout_step: 1000 + nshots: 2048 + + +.. note:: + + For ``t1_sequences`` on the y-axis it will be shown the raw output from instruments, + not the population of :math:`\ket{1}`. diff --git a/doc/source/protocols/t1/t1_prob.png b/doc/source/protocols/t1/t1_prob.png new file mode 100644 index 0000000000000000000000000000000000000000..e67fd0a3d2c196b781e127a94c21aea61599c98a GIT binary patch literal 52308 zcmeFY^;=ur7d;rD#icD!Tv{j;cXvvWVl7T_cXumRptuz$NU`GX4#nLiKyY`LkW5P7 z&-a;`e_(!@`|ywpPjYka+54=s_S)-)epZmeLMKKC003Ar(h^Dlz%%$M!W1ep{G~D4 zG7tXp%t>5E1r>gHqZz|jO?W@~3-!sKM+XkudPWNzntg48Yy ze-qQ+H+^t4F>to9v!ztAurUG1!%tW_C_lN_QnItMb5gRh@pEzUb8=9AmZxN3lr%U<4zSHK^!SgrC|l#)Hu&^C-AxfWS_g7W z&Bep}?z_Jaa6s4>BsOOAwpLnwbpqG|#Yc%zs#^QzCN<(fLwxg>AK65^-o#u0yMYg* zK5Zvfum*AL7nGe6s2(B|ION-HQQ&axP;U|N*v$o(+!W`_e@84v>X9~&sKmdcHxm)? z_TLfj_y3>%or(W{9{!gP8}K}lEGwjPEK8##_)!%gCwlTT0tkO?Rb)546dur+5_p%B zkhb+_Lrq}aWZ{UtYN1mx#p0l7iv zoEz{_s84hw5zG55U!c*sXL;$=_>s>lDY1eoE(0Exi zQ%|HVDvzP9yZpn(6kgx0w%Wh-Mney-dT_t;xBL-evDggkqkz3E{(y5ni8N#EJssXG zy#GAC0DM%sx|mj;-(uVV@yPvNLnIn0%boM39nIDM7*~`#iFW8+5Ix+23b*s9ZbrHPuW`g3fENc#J;D~fh;umY$cT<&kSdPUQ z5!VZKr#4fpb1)nmcZNMQ?oE_VXT6~TB)IAU?RKKgaSPivmJY! z*W1ekJZBfJ2EV-$X52*jys~u!ox7JATMfvfVGbl#w(j5i6#L1|z0cTQFP*WYgftuf zPNWcNin6lZl|A#lCHl4;Q!xrU$1J8;8Em^HZ*!f3fB1^X71JqHUk8bZr+mxoX1IrE zNvQV+JAfv}m_D?-%r4~z{OFgs2*i@|vgplELg&4C=69uVq5wcG5+t{98xsi|s0uJk+tuF?q3FC+PU=FIh{E)u+*mcbV| z_~Q*ne8)PlXJDo~uh~(eo(q-I)jhlC4QmV|kQv#VN>V@8_Kfz}6Wg*Kf3K*5{fC9R zM*sZ;H@1V^aL$X3kjz!uclBpDBD!62Ntr+rp3`x4?wGTUW{tMPAwiwBwcutH@P=^^ zSAE6nER(VKY3ZU(Z(H#^oJPH~{!Yh_boG7glxKYwx;G2bG*X_%h`!6N*1waZxKEZ@Q#0P{6fh zgH{WXvHc9P-%bZ$^>+>mKnFbCi=1eto+<5Xo-r4Wdy{m7x4!m6xQxr&)UR;@>jP2~ zZq6=K!^EWUs?4FQ*bW>g+`K6>B9nFlWktrO<^r`$6%BR@-#li}`czat&rixxeU=Xh z)Z#wtCb;TJHk?J;mX1CJImwMAg`jcMnPk*5SAt$ZMNp>_+40$87Nxg(LEW|enkn+Fv9wF z><;-x&fksxtg=!&yMrr-!o8MrfAq@kI#6KZ()W0 zovHqyfvs#ok)5AFSbPF|`PEn^ z?V&T?7NcjwJFN0dYq-Z-JDk2hD_vWK)UQZHZU8SsR&klj~ai z)>j=lO_>i;&BLpkRu;%jo0YTC2{`A=>&|duh6gSR()>WLTvjnVN~)A{PHkYxW49V! zzcLbl?{=O7YVW?cfxhWGS+Us=?G9yWe+qDaV`6s|DDj2&84)>njaD)sqshkms8HzV za?39}X#2Z{Ek5}F3s80oLB02pS1RQt2CqMBd_i?-o}Z2LbN6%8Tj~gIrCnj@9E~Ko zbNN7s>SPb%@OIO}F18g6zk}W7{ha7H5I__)%z~-9a220hd0bmCJo;)v=|(fF16Wk2 ztDt8#)4{J^+*BKFa9HnZ_md6vI*GMc=Kwm~Efxkp=z-CBz`j!Sf+-!GW0`l7Pn)gd z+JG*^1nOY(u2xaFce41{w5PkgYw*E+zfPXE=`%=6eQjtgrUEK=zLDTdqq}p`1?}tV=h&?qhEpu5Q+|cIf@G zb@Ijgc0v`-ZrHk~?YvrdF}UariH6IGF#9siO}T?|te)U{9qF-oCo5)t^g3x{MFPHt zRU4;Ex|G#K|93UDn8F*G-iQ@iA}h}V;~K~6boV9tB<{T{E4^BgGsr1bA1S zjp^qQo8@Z9!Lg%`of4=d)Q-4s$;UZ-cE)R*&f1<|k^4gZgAeTNDv5kcL&5Ln;8*VC z-pg8Q(&$Ot$QM7pTO9525AFO%T;yK0G@Ia5_HgZNNkbQuG_170qXkof4v3l-(gMq; zqD7)qt$$^Pd<NRYS^LW@>$o=*WyIi>QZ1yA{+JO&RX}j3(JkIb*PL8-5x1DBd{L5Aiioyo%`6Qci zL$u9RkVJb^x90{mCLgGcY-b|f_OV|geQ(1u@Jg1s8FbLtDL4J5mdHgH+h!!(6rAzGKWVA_uU|# zypq!@Ms^Mkl!!-zHVjcF1mAx^Zg$fG9~<+JtVO9!Zujq_KHq$yyF)GUUrquz%g`5k%dXxs?azd=+hE*>hTU_S`tfe~IE*Cy zl>Jx64qx=p2iLlhZG_%*1ybzT`L53 zOO@DpaHg!F&r{*msLn5?vxei z3$gf7#~pai9uKlRV`VBw_2YRf?>(qG+%{|UEPw_E8NzFC-zKx&1r8LgBW8GYQoiOn zb(gcf!;P1VzA7ENGX8Qn^sbxD+5xc

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z=C`=U;4bOk2Mylj<4!m@xKfwv0!TH?QC&|ibJ;Zj+;_&9Xj+k-xvQ% z@%_igUEC%JOD;LAb^7#-pK@Ju<8XVMh3@=JHK@GgsoxuO^H{5;-@m{qm+|>?@aOXp z)==i}^LX Date: Mon, 3 Jun 2024 15:30:46 +0400 Subject: [PATCH 23/66] doc: Add T2 documentation --- doc/source/protocols/index.rst | 1 + doc/source/protocols/t2/t2.png | Bin 0 -> 82795 bytes doc/source/protocols/t2/t2.rst | 102 ++++++++++++++++++++++++++ doc/source/protocols/t2/t2_signal.png | Bin 0 -> 54991 bytes 4 files changed, 103 insertions(+) create mode 100644 doc/source/protocols/t2/t2.png create mode 100644 doc/source/protocols/t2/t2.rst create mode 100644 doc/source/protocols/t2/t2_signal.png diff --git a/doc/source/protocols/index.rst b/doc/source/protocols/index.rst index ce8751add..a3d78d0de 100644 --- a/doc/source/protocols/index.rst +++ b/doc/source/protocols/index.rst @@ -16,3 +16,4 @@ In this section we introduce the basics of all protocols supported by ``qibocal` qubit_spectroscopy/qubit_spectroscopy ramsey/ramsey t1/t1 + t2/t2 diff --git 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+============================= + +In this section we show how to run experiments to study +the flux dependence. + +Flux-tunable transmons +---------------------- + +It can be shown for flux-tunable transmons applying an external flux +:math:`\Phi` induces to a detuning on the transmon frequency :cite:p:`Koch_2007`. +Applying short flux pulses it is possible to tune the transmon frequency in order +of GHz, which leads to several applications including quantum logical gates. + +The transmon frequency as a function of the external flux can be expressed as :cite:p:`Barrett_2023` + +.. math:: + + f_q(\Phi) = \Bigg( f_q^{\text{max}} + \frac{E_C}{h} \Bigg) \sqrt[4]{d^2 + (1-d^2)\cos^2\Big( \pi \frac{\Phi}{\Phi_0}\Big)} - \frac{E_C}{h} \, + +where :math:`f_{\text{max}} = ( \sqrt{8 E_C E_J} - E_C) / h` is the maximum qubit frequency, +:math:`d` is the junctions asymmetry, :math:`E_C` is the charging energy, +:math:`E_J` is the Josephson energy and :math:`\Phi_0 = h / (2e)` is the flux quanta. + +The resonator detuning in the transmon regime :math:`E_J \gg E_C` can be computed as + +.. math:: + + f_r(\Phi) = f_r^{\text{bare}} + g_0^2 \frac{\sqrt[4]{d^2 + (1-d^2)\cos^2\Big( \pi \frac{\Phi}{\Phi_0}\Big)}}{f_r^{\text{bare}} - f_q(\Phi)} \, + +where :math:`f_r^{\text{bare}}` is the bare frequency of the resonator and :math:`g_0^2` is the +coupling between the transmon and the resonator. + +In Qibocal we provide two experiments to measure and fit the curves described by the two equations +above. To measure the qubit detuning a 2D sweep is performed probing the systems at different drive frequencies +and at different flux (bias) offset values. For the resonator we perform the same experiment +by sweeping the readout frequency instead of the drive frequency. + +Qubit flux dependence +--------------------- + +A possible runcard to assess how the qubit frequency changes by varying flux is the following: + +.. code-block:: yaml + + - id: qubit flux dependence + operation: qubit_flux + parameters: + bias_step: 0.001 + bias_width: 0.05 + drive_amplitude: 0.002 + drive_duration: 4000 + freq_step: 200000 + freq_width: 10000000 + nshots: 1024 + relaxation_time: 20000 + + +The parameters specified here are available in :class:`qibocal.protocols.flux_dependence.qubit_flux_dependence.QubitFluxParameters`. + +The expected output is the following: + +.. image:: qubit_flux.png + +From the acquired data this protocol estimates the flux insensitive point "sweetspot", +which corresponds to the flux value where the frequency is maximed, as well as the drive frequency +and the diagonal crosstalk coefficient :math:`V_{ii}`. +Both the sweetspot and the :math:`C_{ii}` can be understood by writing the full expression for +the flux felt by qubit :math:`i` :cite:p:`Barrett_2023`: + +.. math:: + + \Phi_i = \sum_{j} C_{ij} V_j + \Phi_i^{\text{offset}} \, + +where :math:`C_{ij}` is known in the literature as the crosstalk matrix, while +:math:`V_{i}` is the applied voltage. + +Resonator flux dependence +------------------------- + +A possible runcard to assess how the resonator frequency changes by varying flux is the following: + +.. code-block:: yaml + + - id: resonator flux dependence + operation: resonator_flux + parameters: + bias_step: 0.01 + bias_width: 0.4 + freq_step: 100000 + freq_width: 6000000 + nshots: 2000 + relaxation_time: 1000 + + +From this protocol it is possible to extract both the bare and the dressed resonator frequency +as well as an estimate for the coupling :math:`g_0`. + +.. image:: resonator_flux.png + + +Qubit flux dependence (tracking) +-------------------------------- + +As we saw above both the transmon and the qubit are affected by an external flux. +In the qubit flux dependence the measurement is performed at fixed readout frequency. +To take into account how the transmon shifts in frequency when probing the qubit we have +another experiment `qubit_flux_tracking`. + +Here is a possible runcard: + +.. code-block:: yaml + + - id: qubit flux dependence + operation: qubit_flux_tracking + parameters: + bias_step: 0.001 + bias_width: 0.05 + drive_amplitude: 0.002 + drive_duration: 4000 + freq_step: 200000 + freq_width: 10000000 + nshots: 1024 + relaxation_time: 20000 diff --git a/doc/source/protocols/index.rst b/doc/source/protocols/index.rst index 11ccb5b43..b41ebdd3f 100644 --- a/doc/source/protocols/index.rst +++ b/doc/source/protocols/index.rst @@ -20,3 +20,4 @@ In this section we introduce the basics of all protocols supported by ``qibocal` t1/t1 t2/t2 t2_echo/t2_echo + flux/single diff --git a/doc/source/refs.bib b/doc/source/refs.bib index 89920b1af..6bccb5104 100644 --- a/doc/source/refs.bib +++ b/doc/source/refs.bib @@ -91,3 +91,17 @@ @inproceedings{Chen2018MetrologyOQ year={2018}, url={https://api.semanticscholar.org/CorpusID:196194358} } + + +@article{Barrett_2023, + title={Learning-Based Calibration of Flux Crosstalk in Transmon Qubit Arrays}, + volume={20}, + ISSN={2331-7019}, + url={http://dx.doi.org/10.1103/PhysRevApplied.20.024070}, + DOI={10.1103/physrevapplied.20.024070}, + number={2}, + journal={Physical Review Applied}, + publisher={American Physical Society (APS)}, + author={Barrett, Cora N. and Karamlou, Amir H. and Muschinske, Sarah E. and Rosen, Ilan T. and Braumüller, Jochen and Das, Rabindra and Kim, David K. and Niedzielski, Bethany M. and Schuldt, Meghan and Serniak, Kyle and Schwartz, Mollie E. and Yoder, Jonilyn L. and Orlando, Terry P. and Gustavsson, Simon and Grover, Jeffrey A. and Oliver, William D.}, + year={2023}, + month=aug } From 30cd1a6d557755ea6a8c755e690073facc0f2758 Mon Sep 17 00:00:00 2001 From: Andrea Date: Fri, 7 Jun 2024 19:19:18 +0400 Subject: [PATCH 28/66] doc: Add references and fix docstrings --- doc/source/getting-started/runcard.rst | 2 +- doc/source/protocols/index.rst | 1 + .../qubit_spectroscopy/qubit_spectroscopy.rst | 8 -------- doc/source/protocols/references.rst | 6 ++++++ doc/source/protocols/resonator_punchout.rst | 6 ------ doc/source/protocols/resonator_spectroscopy.rst | 6 ------ doc/source/protocols/signal/time_of_flight.rst | 8 -------- doc/source/refs.bib | 2 +- doc/source/tutorials/basic.rst | 6 ------ src/qibocal/protocols/classification.py | 12 ++++++------ src/qibocal/protocols/coherence/t2.py | 5 +++-- src/qibocal/protocols/coherence/t2_signal.py | 5 +++-- src/qibocal/protocols/ramsey/ramsey.py | 4 ++-- src/qibocal/protocols/ramsey/ramsey_signal.py | 4 ++-- 14 files changed, 25 insertions(+), 50 deletions(-) create mode 100644 doc/source/protocols/references.rst diff --git a/doc/source/getting-started/runcard.rst b/doc/source/getting-started/runcard.rst index 22ff26f29..0854d5cf6 100644 --- a/doc/source/getting-started/runcard.rst +++ b/doc/source/getting-started/runcard.rst @@ -1,7 +1,7 @@ .. _runcard: How to execute calibration protocols in ``Qibocal``? -================================================ +==================================================== In ``Qibocal`` we adopt a declarative programming paradigm, i.e. the user should specify directly what he wants to do without caring about the underlying implementation. diff --git a/doc/source/protocols/index.rst b/doc/source/protocols/index.rst index b41ebdd3f..58c7c5cd0 100644 --- a/doc/source/protocols/index.rst +++ b/doc/source/protocols/index.rst @@ -21,3 +21,4 @@ In this section we introduce the basics of all protocols supported by ``qibocal` t2/t2 t2_echo/t2_echo flux/single + references diff --git a/doc/source/protocols/qubit_spectroscopy/qubit_spectroscopy.rst b/doc/source/protocols/qubit_spectroscopy/qubit_spectroscopy.rst index a7a04f918..6f08ff31b 100644 --- a/doc/source/protocols/qubit_spectroscopy/qubit_spectroscopy.rst +++ b/doc/source/protocols/qubit_spectroscopy/qubit_spectroscopy.rst @@ -126,11 +126,3 @@ After the post-processing the following parameters will be updated: * qubit.anharmonicity * qubit.native_gates.RX12.frequency - -.. rubric:: References - - - -.. bibliography:: - :filter: docname in docnames - :style: plain diff --git a/doc/source/protocols/references.rst b/doc/source/protocols/references.rst new file mode 100644 index 000000000..d66df9c01 --- /dev/null +++ b/doc/source/protocols/references.rst @@ -0,0 +1,6 @@ +References +========== + + +.. bibliography:: + :style: plain diff --git a/doc/source/protocols/resonator_punchout.rst b/doc/source/protocols/resonator_punchout.rst index 3cf23f562..6f1386155 100644 --- a/doc/source/protocols/resonator_punchout.rst +++ b/doc/source/protocols/resonator_punchout.rst @@ -126,9 +126,3 @@ This is and example of a runcard for a resonator punchout with attenuation: nshots: 1000 step_att: 4 nshots: 2048 - -.. rubric:: References - -.. bibliography:: - :cited: - :style: plain diff --git a/doc/source/protocols/resonator_spectroscopy.rst b/doc/source/protocols/resonator_spectroscopy.rst index de545791f..738c5ab44 100644 --- a/doc/source/protocols/resonator_spectroscopy.rst +++ b/doc/source/protocols/resonator_spectroscopy.rst @@ -142,9 +142,3 @@ and also here: 0: bare_resonator_frequency: readout_frequency: - -.. rubric:: References - -.. bibliography:: - :filter: docname in docnames - :style: plain diff --git a/doc/source/protocols/signal/time_of_flight.rst b/doc/source/protocols/signal/time_of_flight.rst index 1b2df4624..c0a5e1c24 100644 --- a/doc/source/protocols/signal/time_of_flight.rst +++ b/doc/source/protocols/signal/time_of_flight.rst @@ -60,11 +60,3 @@ Requirements pre-experiment ^^^^^^^^^^^^^^^^^^^^^^^^^^^ Before this experiment, nothing in particular is required. This can indeed be done as a first test of the connections. - -.. rubric:: References - - - -.. bibliography:: - :filter: docname in docnames - :style: plain diff --git a/doc/source/refs.bib b/doc/source/refs.bib index 6bccb5104..568aa0758 100644 --- a/doc/source/refs.bib +++ b/doc/source/refs.bib @@ -85,7 +85,7 @@ @article{Koch_2007 year={2007}, month=oct } -@inproceedings{Chen2018MetrologyOQ, +@misc{Chen2018MetrologyOQ, title={Metrology of Quantum Control and Measurement in Superconducting Qubits}, author={Zijun Chen}, year={2018}, diff --git a/doc/source/tutorials/basic.rst b/doc/source/tutorials/basic.rst index 50ef182ba..5f6d76784 100644 --- a/doc/source/tutorials/basic.rst +++ b/doc/source/tutorials/basic.rst @@ -356,9 +356,3 @@ randomized benchmarking. nshots: 128 .. image:: ../protocols/rb.png - -.. rubric:: References - -.. bibliography:: - :filter: docname in docnames - :style: plain diff --git a/src/qibocal/protocols/classification.py b/src/qibocal/protocols/classification.py index 53f32238d..5f580ed3a 100644 --- a/src/qibocal/protocols/classification.py +++ b/src/qibocal/protocols/classification.py @@ -152,12 +152,12 @@ def _acquisition( Example: .. code-block:: yaml - - id: single_shot_classification_1 - operation: single_shot_classification - parameters: - nshots: 5000 - savedir: "single_shot" - classifiers_list: ["qubit_fit","naive_bayes", "linear_svm"] + - id: single_shot_classification_1 + operation: single_shot_classification + parameters: + nshots: 5000 + savedir: "single_shot" + classifiers_list: ["qubit_fit","naive_bayes", "linear_svm"] """ diff --git a/src/qibocal/protocols/coherence/t2.py b/src/qibocal/protocols/coherence/t2.py index 7a6a1c251..c02ff979f 100644 --- a/src/qibocal/protocols/coherence/t2.py +++ b/src/qibocal/protocols/coherence/t2.py @@ -105,9 +105,10 @@ def _acquisition( def _fit(data: T2Data) -> T2Results: - r""" - Fitting routine for Ramsey experiment. The used model is + """The used model is + .. math:: + y = p_0 - p_1 e^{-x p_2}. """ t2s, fitted_parameters, chi2 = utils.exponential_fit_probability(data) diff --git a/src/qibocal/protocols/coherence/t2_signal.py b/src/qibocal/protocols/coherence/t2_signal.py index 7b44b8f90..d832a971c 100644 --- a/src/qibocal/protocols/coherence/t2_signal.py +++ b/src/qibocal/protocols/coherence/t2_signal.py @@ -120,9 +120,10 @@ def _acquisition( def _fit(data: T2SignalData) -> T2SignalResults: - r""" - Fitting routine for Ramsey experiment. The used model is + """The used model is + .. math:: + y = p_0 - p_1 e^{-x p_2}. """ data = data.average diff --git a/src/qibocal/protocols/ramsey/ramsey.py b/src/qibocal/protocols/ramsey/ramsey.py index 734b11b09..99e37014d 100644 --- a/src/qibocal/protocols/ramsey/ramsey.py +++ b/src/qibocal/protocols/ramsey/ramsey.py @@ -172,9 +172,9 @@ def _acquisition( def _fit(data: RamseyData) -> RamseyResults: - r""" - Fitting routine for Ramsey experiment. The used model is + r"""Fitting routine for Ramsey experiment. The used model is .. math:: + y = p_0 + p_1 sin \Big(p_2 x + p_3 \Big) e^{-x p_4}. """ qubits = data.qubits diff --git a/src/qibocal/protocols/ramsey/ramsey_signal.py b/src/qibocal/protocols/ramsey/ramsey_signal.py index a1bfb0c2f..a9ce335ca 100644 --- a/src/qibocal/protocols/ramsey/ramsey_signal.py +++ b/src/qibocal/protocols/ramsey/ramsey_signal.py @@ -176,9 +176,9 @@ def _acquisition( def _fit(data: RamseySignalData) -> RamseySignalResults: - r""" - Fitting routine for Ramsey experiment. The used model is + r"""Fitting routine for Ramsey experiment. The used model is .. math:: + y = p_0 + p_1 sin \Big(p_2 x + p_3 \Big) e^{-x p_4}. """ qubits = data.qubits From 3e6181fa8a6249ea9cb380343656b1b5b02fbbdb Mon Sep 17 00:00:00 2001 From: Andrea Date: Mon, 10 Jun 2024 11:33:13 +0400 Subject: [PATCH 29/66] doc: Add crosstalk --- doc/source/protocols/flux/crosstalk.rst | 86 ++++++++++++++++++ doc/source/protocols/flux/qubit_crosstalk.png | Bin 0 -> 90344 bytes .../protocols/flux/resonator_crosstalk.png | Bin 0 -> 58658 bytes doc/source/protocols/flux/single.rst | 5 + doc/source/protocols/index.rst | 1 + doc/source/protocols/references.rst | 3 + 6 files changed, 95 insertions(+) create mode 100644 doc/source/protocols/flux/crosstalk.rst create mode 100644 doc/source/protocols/flux/qubit_crosstalk.png create mode 100644 doc/source/protocols/flux/resonator_crosstalk.png diff --git a/doc/source/protocols/flux/crosstalk.rst b/doc/source/protocols/flux/crosstalk.rst new file mode 100644 index 000000000..cb42b9c73 --- /dev/null +++ b/doc/source/protocols/flux/crosstalk.rst @@ -0,0 +1,86 @@ +Flux crosstalk experiments +========================== + +In this section we show how to run flux crosstalk experiments. + +As we saw in :ref:`flux` the external flux affecting a qubit line :math:`i` +will receive contributions from other qubits + +.. math:: + + \Phi_i = \sum_{j} C_{ij} V_j + \Phi_i^{\text{offset}} \quad , + +which means that transmon frequency can change when current is applied +on other qubits. + +Qubit crosstalk +--------------- + +It is possible to measure qubit crosstalk by running a `qubit_crosstalk` experiment. +Assuming that the target qubit is at the sweetspot, in order to measure crosstalk +effects it is suggested to bias the qubit away. + +Here is a possible runcard where we measure the crosstalk on qubit 2 +caused by qubit 3 and 0. + +A description of the parameters is available in :class:`qibocal.protocols.flux_dependence.qubit_crosstalk.QubitCrosstalkParameters`. + + +.. code-block:: yaml + + - id: qubit crosstalk + operation: qubit_crosstalk + targets: [2] + parameters: + bias_point: + 2: 0.25 + bias_step: 0.001 + bias_width: 0.05 + drive_amplitude: 0.002 + drive_duration: 4000 + flux_qubits: [0, 3] + freq_step: 200000 + freq_width: 10000000 + nshots: 1024 + relaxation_time: 20000 + + +.. image:: qubit_crosstalk.png + +The previous runcard aims at extracting the crosstalk coefficients +:math:`C_{20}` and :math:`C_{23}`. + + +Resonator crosstalk +------------------- + +In a similar fashion it is possible to repeat the previous experiment +by sweeping the readout frequency. Note that in this case it will be +necessary to bias the qubit away from its sweetspot more to observe +significant variations. + + +.. code-block:: yaml + + - id: resonator crosstalk + operation: resonator_crosstalk + targets: [2] + parameters: + bias_point: + 2: 0.5 + bias_step: 0.01 + bias_width: 0.4 + flux_qubits: [0, 3] + freq_step: 100000 + freq_width: 6000000 + nshots: 2000 + +A description of the parameters is available in :class:`qibocal.protocols.flux_dependence.resonator_crosstalk.ResCrosstalkParameters`. + +.. image:: resonator_crosstalk.png + +As we can see, even by bias the qubit away we are not able to see +a dependence by only a shift in frequency which is expected by biasing the qubit. + +The protocols aims at extracting the crosstalk coefficients +:math:`C_{20}` and :math:`C_{23}`. diff --git a/doc/source/protocols/flux/qubit_crosstalk.png b/doc/source/protocols/flux/qubit_crosstalk.png new file mode 100644 index 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+============== + +The goal of the Rabi experiment is to tune the amplitude (or the time) of the drive pulse, in order +to move the qubit state from the ground to the first excited one. + +In the Rabi experiment, the qubit is probed with a drive pulse at the qubit frequency :math:`w_{01}` +before measuring. This pulse sequence is repeated multiple times changing the amplitude (the time). +The qubit starts in the ground state, changing one of the two parameters of the drive pulse, the probability of being in the excited state increases following a sinusoidal pattern. + +For the amplitude version, we expect: + +.. math:: + p_e(t) = sin(\Omega_R \frac{t}{2}) + +For the time version, we have to take into account the dephasing and the energy decay. In case the +Rabi rate is larger than the decay and the pure dephasing rate, + +.. math:: + p_e(t) = \frac{1}{2} (1- e^{-t/\tau} sin(\Omega_R \frac{t}{2})) + +where :math:`\Omega_R` is the Rabi frequency and :math:`\tau` the decay time. + +Example +^^^^^^^ +It follows an example of the experiment parameters. + +.. code-block:: yaml + + - id: Rabi + operation: rabi_amplitude + parameters: + min_amp_factor: 0.1 + max_amp_factor: 1. + step_amp_factor: 0.01 + pulse_length: 40 + nshots: 3000 + +A detailed explanation of the parameters can be found in :class:`qibocal.protocols.rabi.amplitude.RabiAmplitudeParameters` or `qibocal.protocols.rabi.length.RabiAmplitudeParameters`. From 25892b09ce0399967fa4028f9ec2ac17f452cd64 Mon Sep 17 00:00:00 2001 From: Edoardo-Pedicillo Date: Mon, 10 Jun 2024 11:35:49 +0400 Subject: [PATCH 32/66] docs: add singleshot docs --- doc/source/protocols/index.rst | 5 ++ .../qubit_spectroscopy/qubit_spectroscopy.rst | 2 + doc/source/protocols/rabi.rst | 76 +++++++++++++++--- doc/source/protocols/rabi_amplitude.png | Bin 85702 -> 61468 bytes .../protocols/resonator_spectroscopy.rst | 2 + doc/source/protocols/singleshot.rst | 34 ++++++++ 6 files changed, 106 insertions(+), 13 deletions(-) create mode 100644 doc/source/protocols/singleshot.rst diff --git a/doc/source/protocols/index.rst b/doc/source/protocols/index.rst index 0954e7e07..69e27f127 100644 --- a/doc/source/protocols/index.rst +++ b/doc/source/protocols/index.rst @@ -23,3 +23,8 @@ In this section we introduce the basics of all protocols supported by ``qibocal` flux/single flux/crosstalk references +||||||| parent of 70fdaaaf (docs: add singleshot docs) + qubit_spectroscopy + qubit_spectroscopy + rabi + singleshot diff --git a/doc/source/protocols/qubit_spectroscopy/qubit_spectroscopy.rst b/doc/source/protocols/qubit_spectroscopy/qubit_spectroscopy.rst index 6f08ff31b..7406d4716 100644 --- a/doc/source/protocols/qubit_spectroscopy/qubit_spectroscopy.rst +++ b/doc/source/protocols/qubit_spectroscopy/qubit_spectroscopy.rst @@ -1,3 +1,5 @@ +.. _qubit_spectroscopy: + Qubit spectroscopies ==================== diff --git a/doc/source/protocols/rabi.rst b/doc/source/protocols/rabi.rst index 8371dac6c..efad78f5e 100644 --- a/doc/source/protocols/rabi.rst +++ b/doc/source/protocols/rabi.rst @@ -1,12 +1,13 @@ -Rabi experiment -============== +Rabi experiments +================ -The goal of the Rabi experiment is to tune the amplitude (or the time) of the drive pulse, in order -to move the qubit state from the ground to the first excited one. +The goal of the Rabi experiment is to tune the amplitude (duration) of the drive pulse, in order +to excite the qubit from the ground state up to state :math:`\ket{1}`. In the Rabi experiment, the qubit is probed with a drive pulse at the qubit frequency :math:`w_{01}` -before measuring. This pulse sequence is repeated multiple times changing the amplitude (the time). -The qubit starts in the ground state, changing one of the two parameters of the drive pulse, the probability of being in the excited state increases following a sinusoidal pattern. +before measuring. This pulse sequence is repeated multiple times changing the amplitude (time). +The qubit starts in the ground state, changing one of the two parameters of the drive pulse, the probability of being in the first +excited state increases following a sinusoidal pattern. For the amplitude version, we expect: @@ -27,13 +28,62 @@ It follows an example of the experiment parameters. .. code-block:: yaml - - id: Rabi + - id: Rabi amplitude operation: rabi_amplitude parameters: - min_amp_factor: 0.1 - max_amp_factor: 1. - step_amp_factor: 0.01 - pulse_length: 40 - nshots: 3000 + min_amp_factor: 0.1 + max_amp_factor: 1. + step_amp_factor: 0.01 + pulse_length: 40 + nshots: 3000 + relaxation_time: 50000 -A detailed explanation of the parameters can be found in :class:`qibocal.protocols.rabi.amplitude.RabiAmplitudeParameters` or `qibocal.protocols.rabi.length.RabiAmplitudeParameters`. + +A detailed explanation of the parameters can be found in :class:`qibocal.protocols.rabi.amplitude.RabiAmplitudeParameters` +or :class:`qibocal.protocols.rabi.length.RabiLengthParameters`. To run properly this experiment it is important to set the +`relaxation_time` higher than the qubit `T1`. + +After running `qq auto`, the experiment is executed and the result will looks like +the following picture. + +.. image:: rabi_amplitude.png + +Regarding the time version of this experiment, this is an example + + +.. code-block:: yaml + + - id: Rabi length + operation: rabi_length + parameters: + pulse_duration_start: 16 + pulse_duration_end: 100 + pulse_duration_step: 4 + pulse_amplitude: 0.22 + nshots: 3000 + relaxation_time: 50000 + +.. image:: rabi_length.png + +For each Rabi experiment Qibocal provides the `signal` version, where just the readout signal is acquired, without +performing state discrimination :class:`qibocal.protocols.rabi.amplitude_signal.rabi_amplitude_signal`, +:class:`qibocal.protocols.rabi.length_signal.rabi_length_signal`. + +It follows an example runcard and plot for the signal exepriment + +.. code-block:: yaml + + - id: Rabi signal + operation: 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doc/source/protocols/rabi.rst | 8 ++++++++ doc/source/protocols/singleshot.rst | 24 +++++++++++++++++++++++- 2 files changed, 31 insertions(+), 1 deletion(-) diff --git a/doc/source/protocols/rabi.rst b/doc/source/protocols/rabi.rst index efad78f5e..f766efe69 100644 --- a/doc/source/protocols/rabi.rst +++ b/doc/source/protocols/rabi.rst @@ -1,6 +1,11 @@ Rabi experiments ================ +In this section se present all the Rabi experiments provided by Qibocal. + +Rabi lenght and amplitude +========================= + The goal of the Rabi experiment is to tune the amplitude (duration) of the drive pulse, in order to excite the qubit from the ground state up to state :math:`\ket{1}`. @@ -87,3 +92,6 @@ Requirements ^^^^^^^^^^^^ - :ref:`qubit_spectroscopy` - :ref:`resonator_spectroscopy` + +Rabi ef +^^^^^^^ diff --git a/doc/source/protocols/singleshot.rst b/doc/source/protocols/singleshot.rst index aac9a8ebe..48b3645a3 100644 --- a/doc/source/protocols/singleshot.rst +++ b/doc/source/protocols/singleshot.rst @@ -31,4 +31,26 @@ center coincides with the ground state Gaussian center, the `threshold` is the d \mathcal{F} = 1 - \frac{1}{2} (P(0,1) + P(1,0)) where :math:`P(i,j)` is the probability of measuring the qubit in state `i` but prepeared in state `j`. -Other options are available, check :class:`qibocal.protocols.classification.SingleShotClassificationParameters`. +With this routine is possible to train different classifiers, plot their ROC curves and evaluating the Area Under the Curves +all the options are explained into the details in :class:`qibocal.protocols.classification.SingleShotClassificationParameters`. + +Example +^^^^^^^ + +A possible choice of parameters is the following + +.. code-block:: yaml + + - id: single shot classification + operation: single_shot_classification + parameters: + nshots: 5000 + +the result should looks like this + +.. image:: singleshot.png + +Requirements +^^^^^^^^^^^^ + +- :ref:`rabi` From 9651418884a54b6598bb8042d40d28aa0b891b4f Mon Sep 17 00:00:00 2001 From: Edoardo-Pedicillo Date: Wed, 5 Jun 2024 13:42:14 +0400 Subject: [PATCH 34/66] remove --- src/qibocal/protocols/rabi/amplitude.py | 9 ++++++++- 1 file changed, 8 insertions(+), 1 deletion(-) diff --git a/src/qibocal/protocols/rabi/amplitude.py b/src/qibocal/protocols/rabi/amplitude.py index e204cfd65..960edbe9b 100644 --- a/src/qibocal/protocols/rabi/amplitude.py +++ b/src/qibocal/protocols/rabi/amplitude.py @@ -113,7 +113,14 @@ def _fit(data: RabiAmplitudeData) -> RabiAmplitudeResults: x = qubit_data.amp y = qubit_data.prob - f = utils.guess_frequency(x, y) + # Guessing period using fourier transform + ft = np.fft.rfft(y) + mags = abs(ft) + local_maxima = find_peaks(mags, threshold=10)[0] + index = local_maxima[0] if len(local_maxima) > 0 else None + + # 0.5 hardcoded guess for less than one oscillation + f = x[index] / (x[1] - x[0]) if index is not None else 0.5 pguess = [0.5, 0.5, 1 / f, 0] try: popt, perr, 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a/doc/source/protocols/index.rst b/doc/source/protocols/index.rst index 0134853f1..81a7e10a0 100644 --- a/doc/source/protocols/index.rst +++ b/doc/source/protocols/index.rst @@ -25,5 +25,6 @@ In this section we introduce the basics of all protocols supported by ``qibocal` references qubit_spectroscopy qubit_spectroscopy - rabi + rabi/rabi singleshot + dispersive_shift diff --git a/doc/source/protocols/rabi.rst b/doc/source/protocols/rabi/rabi.rst similarity index 94% rename from doc/source/protocols/rabi.rst rename to doc/source/protocols/rabi/rabi.rst index d4b16190d..f6feb1b05 100644 --- a/doc/source/protocols/rabi.rst +++ b/doc/source/protocols/rabi/rabi.rst @@ -1,3 +1,5 @@ +.. _rabi: + Rabi experiments ================ @@ -89,13 +91,15 @@ It follows an example runcard and plot for the signal exepriment nshots: 3000 relaxation_time: 50000 +.. image:: rabi_signal.png + Requirements ^^^^^^^^^^^^ - :ref:`qubit_spectroscopy` - :ref:`resonator_spectroscopy` Rabi ef ------- +------- This experiment is used to characterized the :math:`\pi_{12}` pulse, in order to change the qubit state from :math:`\ket{1}` to :math:`\ket{2}`. The experiment is similar to the Rabi experiment, but at the beginning the state should be prepeared in the @@ -111,12 +115,12 @@ It follows an example of runcard and a generated report. - id: Rabi ef operation: rabi_amplitude_ef parameters: - min_amp_factor: 0.2 - max_amp_factor: 1. - step_amp_factor: 0.01 - pulse_length: 400 - nshots: 3000 - relaxation_time: 50000 + min_amp_factor: 0.2 + max_amp_factor: 1. + step_amp_factor: 0.01 + pulse_length: 400 + nshots: 3000 + relaxation_time: 50000 .. image:: rabi_ef.png diff --git a/doc/source/protocols/rabi_amplitude.png b/doc/source/protocols/rabi_amplitude.png deleted file mode 100644 index 2be84089fb72539a6eb9787870e0c59da31d9d9d..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 61468 zcmeFZcT|&G^fnmvs#m34q)ER9kq**3s8p%aJ1A8`?;Z52^dh}?2oRd|PEZ5{1ccBN zx|C3*B%vjlmwWa1&CFW!$IM#u-$#)*iFwaH=j`(Ay`PiF=bFl-x9M+#Kp@g*DhfIv z(9J#&=xW%XSAl1muiJeC{`_J8MB@nvR2zTi;^lSV@!!@eIvOBQz(Ww|^*a#g40!7G 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zs;cUKlWD{95res-F0(r!p)gokbx|zU%jwM?_@3Xnm5hLKas;yr;PRUKL{8*hebN^? zSm!(K;ouDMKGQN_aeR`}Upr^J-AWhG#A^)|<6Rnsj#OGSEXU#p+s6WZB3hoOcJCH) zoFw}c_G=R4kDK-e^nS{M z`XY7zBr#~!ikh7ROs8y_z;aIB)7My2aarByv)Q=se^rKQ{V8+*p9-uuo4wRq=IZN2 z{pvzoegEdr>aVT7uiT(^sy@B=zo?I9_4WTB|Lp&IWja)Ah{7xThI6m4LZa+#9IeZK I@%`h!0A+{BJOBUy From a4c78617bdf121ee465fa413c51fff29b56ba1bf Mon Sep 17 00:00:00 2001 From: Edoardo-Pedicillo Date: Wed, 12 Jun 2024 13:02:24 +0400 Subject: [PATCH 37/66] rafctor: dispersive shift docs --- doc/source/protocols/rabi/rabi.rst | 1 - 1 file changed, 1 deletion(-) diff --git a/doc/source/protocols/rabi/rabi.rst b/doc/source/protocols/rabi/rabi.rst index f6feb1b05..2f3280e52 100644 --- a/doc/source/protocols/rabi/rabi.rst +++ b/doc/source/protocols/rabi/rabi.rst @@ -128,4 +128,3 @@ Requirements ^^^^^^^^^^^^ - :ref:`rabi` -- :ref:`dispersive_shift` From 4300ae9aff0cd1c008131475e0c290e74fb4a8ec Mon Sep 17 00:00:00 2001 From: Edoardo-Pedicillo Date: Wed, 12 Jun 2024 13:06:09 +0400 Subject: [PATCH 38/66] fix: remove qubit spectroscopy in index.rst --- doc/source/protocols/index.rst | 2 -- 1 file changed, 2 deletions(-) diff --git a/doc/source/protocols/index.rst b/doc/source/protocols/index.rst index 81a7e10a0..76ffb7eea 100644 --- a/doc/source/protocols/index.rst +++ b/doc/source/protocols/index.rst @@ -23,8 +23,6 @@ In this section we introduce the basics of all protocols supported by ``qibocal` flux/single flux/crosstalk references - qubit_spectroscopy - qubit_spectroscopy rabi/rabi singleshot dispersive_shift From e6674fcb6d948fcf8e6d86f1e1aa5b2a67ec7335 Mon Sep 17 00:00:00 2001 From: Edoardo-Pedicillo Date: Wed, 12 Jun 2024 13:08:39 +0400 Subject: [PATCH 39/66] fix identation --- doc/source/protocols/rabi/rabi.rst | 18 +++++++++--------- 1 file changed, 9 insertions(+), 9 deletions(-) diff --git a/doc/source/protocols/rabi/rabi.rst b/doc/source/protocols/rabi/rabi.rst index 2f3280e52..0cbfb31ea 100644 --- a/doc/source/protocols/rabi/rabi.rst +++ b/doc/source/protocols/rabi/rabi.rst @@ -81,15 +81,15 @@ It follows an example runcard and plot for the signal exepriment .. code-block:: yaml - - id: Rabi signal - operation: rabi_amplitude_signal - parameters: - min_amp_factor: 0.2 - max_amp_factor: 1. - step_amp_factor: 0.01 - pulse_length: 40 - nshots: 3000 - relaxation_time: 50000 + - id: Rabi signal + operation: rabi_amplitude_signal + parameters: + min_amp_factor: 0.2 + max_amp_factor: 1. + step_amp_factor: 0.01 + pulse_length: 40 + nshots: 3000 + relaxation_time: 50000 .. image:: rabi_signal.png From 9dfd68e90aeeb9da7661637a0d2f8b2dc32bf1cf Mon Sep 17 00:00:00 2001 From: Edoardo-Pedicillo Date: Wed, 12 Jun 2024 13:12:12 +0400 Subject: [PATCH 40/66] fix: restore guess_frequency --- src/qibocal/protocols/rabi/amplitude.py | 9 +-------- 1 file changed, 1 insertion(+), 8 deletions(-) diff --git a/src/qibocal/protocols/rabi/amplitude.py b/src/qibocal/protocols/rabi/amplitude.py index 960edbe9b..e204cfd65 100644 --- a/src/qibocal/protocols/rabi/amplitude.py +++ b/src/qibocal/protocols/rabi/amplitude.py @@ -113,14 +113,7 @@ def _fit(data: RabiAmplitudeData) -> RabiAmplitudeResults: x = qubit_data.amp y = qubit_data.prob - # Guessing period using fourier transform - ft = np.fft.rfft(y) - mags = abs(ft) - local_maxima = find_peaks(mags, threshold=10)[0] - index = local_maxima[0] if len(local_maxima) > 0 else None - - # 0.5 hardcoded guess for less than one oscillation - f = x[index] / (x[1] - x[0]) if index is not None else 0.5 + f = utils.guess_frequency(x, y) pguess = [0.5, 0.5, 1 / f, 0] try: popt, perr, pi_pulse_parameter = utils.fit_amplitude_function( From 1f77a67bfce4cadaad4c58ca81b4c9389a011a05 Mon Sep 17 00:00:00 2001 From: Edoardo-Pedicillo Date: Wed, 12 Jun 2024 13:28:46 +0400 Subject: [PATCH 41/66] fix: fix rabi formulas --- doc/source/protocols/rabi/rabi.rst | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/doc/source/protocols/rabi/rabi.rst b/doc/source/protocols/rabi/rabi.rst index 0cbfb31ea..6fbd5a211 100644 --- a/doc/source/protocols/rabi/rabi.rst +++ b/doc/source/protocols/rabi/rabi.rst @@ -19,13 +19,13 @@ excited state increases following a sinusoidal pattern. For the amplitude version, we expect: .. math:: - p_e(t) = sin(\Omega_R \frac{t}{2}) + p_e(t) = sin\left(\Omega_R \frac{t}{2}\right)^2 For the time version, we have to take into account the dephasing and the energy decay. In case the Rabi rate is larger than the decay and the pure dephasing rate, .. math:: - p_e(t) = \frac{1}{2} (1- e^{-t/\tau} sin(\Omega_R \frac{t}{2})) + p_e(t) = \frac{1}{2} \left(1- e^{-t/\tau} cos\left(\Omega_R \frac{t}{2}\right)\right) where :math:`\Omega_R` is the Rabi frequency and :math:`\tau` the decay time. 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b/doc/source/protocols/t2/t2.rst @@ -0,0 +1,102 @@ +T2 experiments +============== + +In this section we show how to run T2 experiments using Qibocal + +T2 +-- + +The acquisition for the :math:`T_2` experiment is the same one as for the ``Ramsey`` experiment, +the only difference is that in this experiment the drive pulse is not detuned. This protocol +is assuming that any error on the drive frequency has been already corrected through a ``Ramsey`` experiment. +For this reason we expect to see just an exponential behavior: + +.. math:: + + p_e(t) = A + B e^{ - t / T_2} + +The reason why there are two distinct experiment is that in order to correct the drive frequency +if the pulse is detuned enough we can proceed with short scans, while to extract reliably :math:`T_2` +it will be necessary to perform longer scans. + + +Example +^^^^^^^ + +A possible runcard to launch a :math:`T_2` experiment could be the following: + +.. code-block:: yaml + + - id: T2 + operation: t2 + parameters: + delay_between_pulses_end: 100000 + delay_between_pulses_start: 4 + delay_between_pulses_step: 1000 + nshots: 1000 + +The parameters specified here are available in :class:`qibocal.protocols.coherence.t2.T2Parameters` + +The expected output is the following: + +.. image:: t2.png + +:math:`T_2` is determined by fitting the output signal using +the formula presented above. + + +T2 with raw signal +------------------ + +A standard :math:`T_2` will try to compute the probability of the qubit +being measured in state :math:`\ket{1}`. It is possible to perform a :math:`T_2` experiment +without performing single shot calibration by running an experiment called ``t2_signal``. + +The acquisition and the fitting procedure are exactly the same, the only difference being +that on the y axis it will be displayed the raw measurements from the instruments. + +Example: +^^^^^^^^ + +.. code-block:: yaml + + - id: T2 with signal + operation: t2_signal + parameters: + delay_between_pulses_end: 200000 + delay_between_pulses_start: 4 + delay_between_pulses_step: 4000 + nshots: 5000 + relaxation_time: 300000 + + +.. image:: t2_signal.png + +Note that in this case error bars will not be provided. + +T2 with for loops +----------------- + +If the instrument driver is not able to perform duration sweepers in real time, we provide +a protocol where the different waiting time are swept through a python for loop. Such +execution will be usually slower compared to the one where sweepers are supported but it +could be useful for debugging purposes. + +Here is a possible runcard: + +.. code-block:: yaml + + - id: T2 with for loops + operation: t2_sequences + parameters: + delay_between_pulses_end: 200000 + delay_between_pulses_start: 4 + delay_between_pulses_step: 4000 + nshots: 5000 + relaxation_time: 300000 + + +.. note:: + + For ``t2_sequences`` on the y-axis it will be shown the raw output from instruments, + not the population of :math:`\ket{1}`. diff --git a/doc/source/protocols/t2/t2_signal.png b/doc/source/protocols/t2/t2_signal.png new file mode 100644 index 0000000000000000000000000000000000000000..314ce882d34521a9ac673d2029b9ae1e349b1aae GIT binary patch literal 54991 zcmeFZcT`hr`!n!Of_4eb4t`?=e7-FJAeqosC+=^7IQ1H&26 z!+W|641e-7FdSL_^91l4h{AR?@a+#T6_Ea)z!mi8(|5qnEZ+Bxz4gHM-hMWob_@>g zU^hEqFI!JLJ9jTfus7})TnTtcnD&sWr=5+r6WIN4eJ3|N22J4Rmc-xcKJI^u-x8Mu 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b/doc/source/protocols/index.rst index a3d78d0de..7758e61b9 100644 --- a/doc/source/protocols/index.rst +++ b/doc/source/protocols/index.rst @@ -17,3 +17,4 @@ In this section we introduce the basics of all protocols supported by ``qibocal` ramsey/ramsey t1/t1 t2/t2 + t2_echo/t2_echo diff --git a/doc/source/protocols/t2_echo/t2_echo.png b/doc/source/protocols/t2_echo/t2_echo.png new file mode 100644 index 0000000000000000000000000000000000000000..7dfaa01446b1555f5755421cc398eba8919a79fa GIT binary patch literal 84407 zcmeFZcT`hp^e(K!s52HAXG8@=90{TzAYHl+B8Doxgn&wu5>R>xL`MY&1tc`-(rXAE z2_#XGUP5o7DJ6s!2nmo7$UPbHj=w*?_1!@XQa&Z_=_IdYy_q+GApS?5x+%?cX zag_h)fddClfbZNgK5*a{p#ukg`t6s)z<+7XF?|C3_}Tj}u<0+r1^>n2CGb0+kCvs6 ziKml~|9vmV1I`|vFh>b*doM>v5ATPbJ`^szI`EJL=OIlm$NN4mo*oxWU0{v}^nsge zvKMrGJub*xlaT}NmF2E0%gJB3tA9cKnw(3%aNL0d7Y=}L-82nIU7qlN3pLABpY{yW zzl6Q{6Zy|KzukC~_ftgH-w!kqKef{%E?S(LJsRRLEV_VFgwy2GUQ+>iRGng4$(WIXX${c@$ha_MG^FROBk 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b/doc/source/protocols/t2_echo/t2_echo.rst @@ -0,0 +1,80 @@ +Hahn echo experiments +===================== + +In this section we show how to run Hahn echo experiments using Qibocal + +Spin-echo +--------- + +The acquisition for the :math:`T_2^{\text{Echo}}` experiment is similar to a ``Ramsey`` experiment, +with the difference that between the two :math:`\pi / 2` pulses we apply a :math:`\pi` pulse. +Such :math:`\pi` pulse is applied exactly at :math:`\tau / 2` where :math:`\tau` is the +waiting time between the two :math:`\pi / 2` pulses. + +By applying this extra pulse we can mitigate the qubit dephasing :cite:p:`Krantz_2019, Chen2018MetrologyOQ` since any phase accumulated in +first half of the sequence will be reversed in the second half. This is also why usually :math:`T_2^{\text{Echo}} \ge T_2`. + +The fit is again a dumped exponential of the following form: + +.. math:: + + p_e(t) = A + B e^{ - t / T_2^{\text{Echo}}} + +The reason why there are two distinct experiment is that in order to correct the drive frequency +if the pulse is detuned enough we can proceed with short scans, while to extract reliably :math:`T_2` +it will be necessary to perform longer scans. + + +Example +^^^^^^^ + +A possible runcard to launch a :math:`T_2^{\text{Echo}}` experiment could be the following: + +.. code-block:: yaml + + - id: T2 echo + operation: spin_echo + parameters: + delay_between_pulses_end: 100000 + delay_between_pulses_start: 4 + delay_between_pulses_step: 1000 + nshots: 1000 + +The parameters specified here are available in :class:`qibocal.protocols.coherence.spin_echo.SpinEchoParameters` + +The expected output is the following: + +.. image:: t2_echo.png + +:math:`T_2^{\text{Echo}}` is determined by fitting the output signal using +the formula presented above. + + +Spin-echo with raw signal +------------------------- + +A standard :math:`T_2^{\text{Echo}}` will try to compute the probability of the qubit +being measured in state :math:`\ket{1}`. It is possible to perform a :math:`T_2^{\text{Echo}}` experiment +without performing single shot calibration by running an experiment called ``spin_echo_signal``. + +The acquisition and the fitting procedure are exactly the same, the only difference being +that on the y axis it will be displayed the raw measurements from the instruments. + +Example: +^^^^^^^^ + +.. code-block:: yaml + + - id: Spin Echo with signal + operation: spin_echo_signal + parameters: + delay_between_pulses_end: 200000 + delay_between_pulses_start: 4 + delay_between_pulses_step: 4000 + nshots: 5000 + relaxation_time: 300000 + + +.. .. image:: t2_signal.png + +Note that in this case error bars will not be provided. diff --git a/doc/source/refs.bib b/doc/source/refs.bib index c9ee04397..89920b1af 100644 --- a/doc/source/refs.bib +++ b/doc/source/refs.bib @@ -84,3 +84,10 @@ @article{Koch_2007 author={Koch, Jens and Yu, Terri M. and Gambetta, Jay and Houck, A. A. and Schuster, D. I. and Majer, J. and Blais, Alexandre and Devoret, M. H. and Girvin, S. M. and Schoelkopf, R. J.}, year={2007}, month=oct } + +@inproceedings{Chen2018MetrologyOQ, + title={Metrology of Quantum Control and Measurement in Superconducting Qubits}, + author={Zijun Chen}, + year={2018}, + url={https://api.semanticscholar.org/CorpusID:196194358} +} From 40c3e3049a8558556f621899a81d2a84decee1a1 Mon Sep 17 00:00:00 2001 From: Edoardo-Pedicillo Date: Tue, 4 Jun 2024 17:44:16 +0400 Subject: [PATCH 25/66] fix: remove prints --- doc/source/protocols/rabi.rst | 8 ++++++++ doc/source/protocols/singleshot.rst | 24 +++++++++++++++++++++++- 2 files changed, 31 insertions(+), 1 deletion(-) diff --git a/doc/source/protocols/rabi.rst b/doc/source/protocols/rabi.rst index efad78f5e..f766efe69 100644 --- a/doc/source/protocols/rabi.rst +++ b/doc/source/protocols/rabi.rst @@ -1,6 +1,11 @@ Rabi experiments ================ +In this section se present all the Rabi experiments provided by Qibocal. + +Rabi lenght and amplitude +========================= + The goal of the Rabi experiment is to tune the amplitude (duration) of the drive pulse, in order to excite the qubit from the ground state up to state :math:`\ket{1}`. @@ -87,3 +92,6 @@ Requirements ^^^^^^^^^^^^ - :ref:`qubit_spectroscopy` - :ref:`resonator_spectroscopy` + +Rabi ef +^^^^^^^ diff --git a/doc/source/protocols/singleshot.rst b/doc/source/protocols/singleshot.rst index aac9a8ebe..48b3645a3 100644 --- a/doc/source/protocols/singleshot.rst +++ b/doc/source/protocols/singleshot.rst @@ -31,4 +31,26 @@ center coincides with the ground state Gaussian center, the `threshold` is the d \mathcal{F} = 1 - \frac{1}{2} (P(0,1) + P(1,0)) where :math:`P(i,j)` is the probability of measuring the qubit in state `i` but prepeared in state `j`. -Other options are available, check :class:`qibocal.protocols.classification.SingleShotClassificationParameters`. +With this routine is possible to train different classifiers, plot their ROC curves and evaluating the Area Under the Curves +all the options are explained into the details in :class:`qibocal.protocols.classification.SingleShotClassificationParameters`. + +Example +^^^^^^^ + +A possible choice of parameters is the following + +.. code-block:: yaml + + - id: single shot classification + operation: single_shot_classification + parameters: + nshots: 5000 + +the result should looks like this + +.. image:: singleshot.png + +Requirements +^^^^^^^^^^^^ + +- :ref:`rabi` From 66157cdeb6407d0d9b5585cb0d869f93bbc3ed69 Mon Sep 17 00:00:00 2001 From: Edoardo-Pedicillo Date: Wed, 5 Jun 2024 13:42:14 +0400 Subject: [PATCH 26/66] remove --- src/qibocal/protocols/rabi/amplitude.py | 1 + 1 file changed, 1 insertion(+) diff --git a/src/qibocal/protocols/rabi/amplitude.py b/src/qibocal/protocols/rabi/amplitude.py index 634a1d6ff..e40108be5 100644 --- a/src/qibocal/protocols/rabi/amplitude.py +++ b/src/qibocal/protocols/rabi/amplitude.py @@ -135,6 +135,7 @@ def _fit(data: RabiAmplitudeData) -> RabiAmplitudeResults: mags = abs(ft) local_maxima = find_peaks(mags, threshold=10)[0] index = local_maxima[0] if len(local_maxima) > 0 else None + # 0.5 hardcoded guess for less than one oscillation f = x[index] / (x[1] - x[0]) if index is not None else 0.5 pguess = [0.5, 0.5, 1 / f, 0] From 11a7c95fe1a698f03c579d0eb0471e369b74f5e2 Mon Sep 17 00:00:00 2001 From: Andrea Date: Fri, 7 Jun 2024 17:27:32 +0400 Subject: [PATCH 27/66] doc: Add flux dependence protocols --- doc/source/protocols/flux/qubit_flux.png | Bin 0 -> 68118 bytes doc/source/protocols/flux/resonator_flux.png | Bin 0 -> 50254 bytes doc/source/protocols/flux/single.rst | 124 +++++++++++++++++++ doc/source/protocols/index.rst | 1 + doc/source/refs.bib | 14 +++ 5 files changed, 139 insertions(+) create mode 100644 doc/source/protocols/flux/qubit_flux.png create mode 100644 doc/source/protocols/flux/resonator_flux.png create mode 100644 doc/source/protocols/flux/single.rst diff --git a/doc/source/protocols/flux/qubit_flux.png b/doc/source/protocols/flux/qubit_flux.png new file mode 100644 index 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