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Add details of `prob_meas0_prep1, prob_meas1_prep0, readout_length`

Open t-imamichi opened this issue 8 months ago • 6 comments

Qubit properties provided by IBM backends are: t1, t2, frequency, anharmonicity, readout_error, prob_meas0_prep1, prob_meas1_prep0, readout_length according to the comment https://github.com/Qiskit/qiskit/pull/5885#discussion_r747156388

We can get the information as follows.

In [23]: service = QiskitRuntimeService(...)

In [24]: backend = service.backend("ibm_fez")

In [25]: backend.qubit_properties(0)
Out[25]: QubitProperties(t1=6.322117837611346e-05, t2=5.209639963380763e-05, frequency=None)

In [26]: backend.properties().qubit_property(0)
Out[26]:
{'T1': (6.322117837611346e-05,
  datetime.datetime(2025, 4, 21, 8, 46, 23, tzinfo=tzlocal())),
 'T2': (5.209639963380763e-05,
  datetime.datetime(2025, 4, 21, 8, 46, 23, tzinfo=tzlocal())),
 'readout_error': (0.0087890625,
  datetime.datetime(2025, 4, 21, 10, 21, 58, tzinfo=tzlocal())),
 'prob_meas0_prep1': (0.01611328125,
  datetime.datetime(2025, 4, 21, 10, 21, 58, tzinfo=tzlocal())),
 'prob_meas1_prep0': (0.00146484375,
  datetime.datetime(2025, 4, 21, 10, 21, 58, tzinfo=tzlocal())),
 'readout_length': (1.56e-06,
  datetime.datetime(2025, 4, 21, 10, 21, 58, tzinfo=tzlocal()))}

But, the definitions of prob_meas0_prep1, prob_meas1_prep0 and readout_length don't exist in the documentation. Could you add the information in the following pages?

  • https://github.com/Qiskit/documentation/blob/main/docs/guides/qpu-information.mdx
  • https://github.com/Qiskit/documentation/blob/main/docs/guides/get-qpu-information.ipynb

t-imamichi avatar Apr 21 '25 08:04 t-imamichi

The Support Team passed along the following definitions:

  • prob_meas0_prep1: This is the probability of getting a measurement result of 0 when the qubit was actually prepared in the |1⟩ state. Mathematically, this can be expressed as P(0 | 1).
  • prob_meas1_prep0: Similarly, this is the probability of measuring 1 when the qubit was prepared in the |0⟩ state - P(1 | 0).

These values represent what are known as SPAM errors (State Preparation And Measurement), but in IBM Quantum systems, they mainly reflect measurement errors. This is because state preparation errors are typically negligible compared to readout errors in superconducting qubits.

  • readout_error: This is the average probability of a readout error for a given qubit. It’s generally computed as the mean of prob_meas1_prep0 and prob_meas0_prep1.

Are these the proper definitions to use? Additionally, can you provide one for readout_length? @nathanearnestnoble @t-imamichi

abbycross avatar Apr 24 '25 17:04 abbycross

@abbycross We are not the team that defined these data. Could you reach out to the calibration team?

t-imamichi avatar Apr 28 '25 07:04 t-imamichi

I can do that @t-imamichi. Unfortunately I don't know who is on that team - do you?

abbycross avatar Apr 28 '25 14:04 abbycross

The Support Team passed along the following definitions:

  • prob_meas0_prep1: This is the probability of getting a measurement result of 0 when the qubit was actually prepared in the |1⟩ state. Mathematically, this can be expressed as P(0 | 1).

I would say "intended to be prepared" rather than "actually prepared," since some fraction of the error could come from imperfect state preparation.

  • prob_meas1_prep0: Similarly, this is the probability of measuring 1 when the qubit was prepared in the |0⟩ state - P(1 | 0).

Same comment as above

These values represent what are known as SPAM errors (State Preparation And Measurement), but in IBM Quantum systems, they mainly reflect measurement errors. This is because state preparation errors are typically negligible compared to readout errors in superconducting qubits.

Not necessarily: while single-qubit gate errors are quite low, initialization errors are not always negligible.

  • readout_error: This is the average probability of a readout error for a given qubit. It’s generally computed as the mean of prob_meas1_prep0 and prob_meas0_prep1.

Yes though it seems a bit circular to use "readout error" in the definition of readout error...

Are these the proper definitions to use? Additionally, can you provide one for readout_length? @nathanearnestnoble @t-imamichi

readout_length is the total time allotted for a readout operation, starting from the time the measurement pulse starts to be emitted, and ending once the resulting signal has been digitized and the system is ready to perform another measurement.

dtmcclure avatar Apr 29 '25 04:04 dtmcclure

Thank you for the details!

t-imamichi avatar Apr 29 '25 09:04 t-imamichi

Many thanks @dtmcclure!

abbycross avatar Apr 29 '25 17:04 abbycross

Hi! Can i be assigned to work on this under unitaryHACK?

shraddha-aangiras avatar May 28 '25 02:05 shraddha-aangiras

Hi! I am interested in working on this issue for the unitaryHACK. Please kindly confirm that I can join.

alapena avatar May 28 '25 08:05 alapena

Hi, I am pretty familiar with this and would like to be assigned to the UnitaryHack, if it is still available. Thanks!

AprilSweettooth avatar May 28 '25 08:05 AprilSweettooth

Hi @shraddha-aangiras , @alapena , @AprilSweettooth. Thanks for your interest in working on this! For the Unitary Hack we don't typically assign folks to an issue. Feel free to open a PR and the first one to pass review will complete it.

kaelynj avatar May 28 '25 19:05 kaelynj

👋 This issue is part of UnitaryHack 2025. For the duration of the event, it follows a few special rules and considerations:

  • No need to be assigned to start working on it, just go ahead! This holds until the end of UnitaryHack.
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Happy hacking! 🧑‍💻✨

1ucian0 avatar May 29 '25 09:05 1ucian0

This issue was addressed and resolved in PR #3205, which has now been merged. It can likely be closed.

AsadullahGalib007 avatar Jun 04 '25 20:06 AsadullahGalib007

Thanks. I close this.

t-imamichi avatar Jun 05 '25 02:06 t-imamichi