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Protocols | ||
========= | ||
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In this section we introduce the basics of all protocols supported by ``qibocal``. | ||
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.. toctree:: | ||
:maxdepth: 1 | ||
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resonator_spectroscopy |
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Resonator spectroscopy | ||
====================== | ||
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When calibrating the readout pulse, the first thing to do is finding the resonator frequency. | ||
At this frequency we will be able to observe a clear difference in the transmitted | ||
signal: if the resonator is a 3D cavity we will observe an amplified signal, while for a | ||
2D resonator we will observe a higher absorption. In both cases, we expect to see a | ||
Lorentzian peak (positive for 3D cavity or negative for 2D resonators). | ||
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In the experiment, we send a readout pulse with fixed duration and amplitude and, | ||
after waiting for the time of flight, we acquire a waveform that we average, obtaining a single | ||
point. This experiment is extremely dependent on the amplitude of the pulse. | ||
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Since the objective of this experiment is to find the resonator frequency, without any readout | ||
optimization (something that we will have to do afterwards), we can fix the duration of | ||
the pulse in the order of magnitude of µs. | ||
For the amplitude the discussion is slightly more complex and there are several | ||
elements to take into consideration: | ||
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* higher amplitudes usually correspond to better signal to noise ratio; | ||
* at high amplitudes the signal breaks superconductivity, therefore resonator is not effectively not coupled to the qubit (we talk of bare resonator frequency); | ||
* at intermediate amplitudes the peak could completely disappear and is, in general, not Lorentzian; | ||
* very high amplitudes could damage the components. | ||
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The bare resonator frequency can be found setting a large value for the amplitude, e.g.: | ||
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.. code-block:: yaml | ||
platform: <platform_name> | ||
qubits: [0] | ||
actions: | ||
- id: resonator_spectroscopy high power | ||
priority: 0 | ||
operation: resonator_spectroscopy | ||
parameters: | ||
freq_width: 60_000_000 | ||
freq_step: 200_000 | ||
amplitude: 0.6 | ||
power_level: high | ||
nshots: 1024 | ||
relaxation_time: 100000 | ||
.. image:: resonator_spectroscopy_high.png | ||
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Lowering the amplitude we can see a shift in the peak, e.g.: | ||
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.. code-block:: yaml | ||
platform: <platform_name> | ||
qubits: [0] | ||
actions: | ||
- id: resonator_spectroscopy low power | ||
priority: 0 | ||
operation: resonator_spectroscopy | ||
parameters: | ||
freq_width: 60_000_000 | ||
freq_step: 200_000 | ||
amplitude: 0.03 | ||
power_level: low | ||
nshots: 1024 | ||
relaxation_time: 100000 | ||
.. image:: resonator_spectroscopy_low.png | ||
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Running the ``qibocal`` routines above produces outputs in the reports like the ones shown above. | ||
The peaks are Lorentzian. As we can see, at low power the resonator fequency shifts. | ||
This is due to the Hamiltonian of the system :cite:p:`Blais_2004, wallraff2004strong`. Therefore, the dressed resonator | ||
frequency is larger than the bare resonator frequency. | ||
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Lowering the amplitude value also reduces the height of the peak and increases the noise. | ||
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Another parameter connected to the amplitude, is also the relaxation time (in some | ||
literature also referred to as repetition duration) and the number of shots. | ||
The number of shots represents the number of repetitions of the same experiment (at the same | ||
frequency), while the relaxation time is the waiting time between repetitions. A higher | ||
number of shots will increase the S/N ratio by averaging the noise, but will also slow | ||
down the acquisition. | ||
As per the relaxation time, for this experiment in particular we | ||
can leave it at zero: since we are not exciting the qubit we do not particularly care | ||
about it. However note that, for 3D cavities, we could end up damaging the qubit if we | ||
send too much energy over a small period of time so it could be worth to increase the | ||
relaxation time. However, some electronics do not support zero relaxation times, therefore | ||
a relaxation time greater than zero is a safer choice. | ||
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Last but not least, we have to choose which frequencies are probed during the scan: | ||
a very wide scan can be useful if nothing is known about the studied resonator, but in | ||
general we have at least the design parameters. These are often not exact, but can give | ||
an idea of the region to scan (for standard cavities around 7 GHz). Also, a very small | ||
step between two subsequent frequency points is not needed and could really slow down | ||
the experiment (from seconds to tens of minutes) if chosen incorrectly. Usually, a step | ||
of 200 MHz is fine enough. | ||
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The resonator frequencies can be then inserted into the platform runcards (in ``qibolab_platforms_qrc``). | ||
For example, if we are reading qubit 0: | ||
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.. code-block:: yaml | ||
native_gates: | ||
single_qubit: | ||
0: # qubit number | ||
RX: | ||
duration: 40 | ||
amplitude: <high_power_amplitude> | ||
frequency: <high_power_resonator_frequency> | ||
shape: Gaussian(5) | ||
type: qd # qubit drive | ||
relative_start: 0 | ||
phase: 0 | ||
MZ: | ||
duration: 2000 | ||
amplitude: <low_power_amplitude> | ||
frequency: <low_power_resonator_frequency> | ||
shape: Rectangular() | ||
type: ro # readout | ||
relative_start: 0 | ||
phase: 0 | ||
and also here: | ||
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.. code-block:: yaml | ||
characterization: | ||
single_qubit: | ||
0: | ||
bare_resonator_frequency: <high_power_resonator_frequency> | ||
readout_frequency: 5_227_920_060 | ||
drive_frequency: <low_power_resonator_frequency> | ||
.. rubric:: References | ||
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.. bibliography:: | ||
:cited: | ||
:style: plain |
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@article{Blais_2004, | ||
doi = {10.1103/physreva.69.062320}, | ||
url = {https://doi.org/10.1103%2Fphysreva.69.062320}, | ||
year = 2004, | ||
month = {jun}, | ||
publisher = {American Physical Society ({APS})}, | ||
volume = {69}, | ||
number = {6}, | ||
author = {Alexandre Blais and Ren-Shou Huang and Andreas Wallraff and S. M. Girvin and R. J. Schoelkopf}, | ||
title = {Cavity quantum electrodynamics for superconducting electrical circuits: An architecture for quantum computation}, | ||
journal = {Physical Review A} | ||
} | ||
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@article{wallraff2004strong, | ||
doi = {https://doi.org/10.1038/nature02851}, | ||
title = {Strong coupling of a single photon to a superconducting qubit using circuit quantum electrodynamics}, | ||
author = {Wallraff, Andreas and Schuster, David I and Blais, Alexandre and Frunzio, Luigi and Huang, R-S and Majer, Johannes and Kumar, Sameer and Girvin, Steven M and Schoelkopf, Robert J}, | ||
journal = {Nature}, | ||
volume = {431}, | ||
number = {7005}, | ||
pages = {162--167}, | ||
year = {2004}, | ||
publisher = {Nature Publishing Group UK London} | ||
} |