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Integration of Mitiq's ZNE #302

Merged
merged 71 commits into from
May 28, 2024
Merged

Integration of Mitiq's ZNE #302

merged 71 commits into from
May 28, 2024

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victor-onofre
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Description

  • Integrate Mitiq into OpenQAOA to allow error mitigation techniques to take place during the execution of the QAOA. We have created a wrapper focusing on the ZNE technique following a similar structure to the SPAM Twirling wrapper.
  • This is a project born from the Quantum Open Source Foundation Mentorship program
  • New dependency to add: Mitiq
  • Fixes Integrate ZNE from Mitiq into OpenQAOA #207

Checklist

  • I have performed a self-review of my code.
  • I have commented my code and used numpy-style docstrings
  • I have made corresponding updates to the documentation.
  • My changes generate no new warnings
  • I have added/updated tests to make sure bugfix/feature works.
  • New and existing unit tests pass locally with my changes.

Type of change

Please delete options that are not relevant.

  • New feature (non-breaking change which adds functionality)
  • This change requires a documentation update

How Has This Been Tested?

We have been testing the wrapper with the Max Cut problem but we need help on defining unit-tests. What will be the best test to add?

KilianPoirier and others added 30 commits December 20, 2023 16:38
@KilianPoirier
Merge pull request entropicalabs#298 from entropicalabs/dev
2cc9ea0 
Merge dev into main
@mar-ven
first commit
4781e98
@mar-ven
added ZNEWrapper
a8ac5f9
* ErrorMitigationProperties class now controls
584f790 
calibration data structure for zne.
* 'available_error_mitigation_techniques' list now includes 'mitiq_zne'
* compile() from QAOA class now creates a ZNEWrapper
* Some small fixes over ZNEWrapper class.
untitled.ipnb deleted
7452dee
@mar-ven
ZNEWrapper works, executor uses default observable, notebook compares…
7eb3dac 
… with noiseless qaoa
@AdrianoLusso
changes over the wrapper and a possible solution for the espected value
8e32ffd
@mar-ven
working on support for IBM Quantum devices, still not finished
7e5679f
@mar-ven
updated results
881a621
@mar-ven
updated results
fcdf04e
@AdrianoLusso
changes on the notebook test
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@mar-ven
added marco's notebook
c802e8b
@mar-ven
added results
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@AdrianoLusso
changes
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@AdrianoLusso
Merge branch 'dev' of https://github.com/victor-onofre/openqaoa into dev
a1e3b02
@AdrianoLusso
changes
f1ac707
@AdrianoLusso
new pictures of the combinatorial processing added
9271126
@mar-ven
ordered images, fixed bugs
3d3a837
@mar-ven
fixed bugs and added results
74e58dd
@mar-ven
fixed bugs and added other results
12be369
@AdrianoLusso
update of my results over experiments of Knapsack instances with 5 el…
2052ace 
…ems.
@AdrianoLusso
update of my results over experiments of Knapsack instances with 5 el…
a5d498d 
…ems.
@AdrianoLusso
update of my results over experiments of Knapsack instances with 5 el…
f475ff4 
…ems.
@AdrianoLusso
For_Marco folder created
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@mar-ven
added other results
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@mar-ven
Merge branch 'dev' of github.com:victor-onofre/openqaoa into dev
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@AdrianoLusso
Adriano results of 19/1/2024 week
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@AdrianoLusso
Adriano results of 19/1/2024 week
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@AdrianoLusso
some modifications over the Code, and results of experiments
e1d0d35
@AdrianoLusso
some modifications over the Code, and results of experiments
8355f5e
@victor-onofre
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Hi @KilianPoirier,

All the comments have been addressed, and the dev branch has been merged. We have added two tests similar to the SPAM wrapper, it is still necessary to add a couple more, and we plan to do it next week. I think you can now review all these changes.

The example notebook is a good idea. Do we do that in this PR or create another one?

Thanks!

KilianPoirier
KilianPoirier reviewed Apr 2, 2024
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@KilianPoirier KilianPoirier left a comment •
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A few more comments here.
I approved the test pipeline run, so you'll have more info if the test are passing or not now that you have merged dev back into your branches.

Edit: Please add mitiq to the requirement file.

src/openqaoa-core/Untitled.ipynb Outdated Show resolved Hide resolved
src/openqaoa-core/openqaoa/algorithms/workflow_properties.py Show resolved Hide resolved
src/openqaoa-core/openqaoa/algorithms/workflow_properties.py Show resolved Hide resolved
src/openqaoa-core/openqaoa/backends/wrapper.py Show resolved Hide resolved
@KilianPoirier
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Concerning the example notebook, feel free to add them to this PR since everything is related to the feature you're developing.

@victor-onofre
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Hi @KilianPoirier,

I have added mitiq to the requirements, but the tests are still waiting for approval. Some of the previous errors were related to that issue.

We are going to work on the example notebooks and the rest of the tests.

Thanks!

@KilianPoirier
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Hi @victor-onofre ,

Thanks for updating the requirements.
Good news, the tests are passing! Let me know when you implement your own tests and the example notebook.

@victor-onofre
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Hi @KilianPoirier! We have push an update with the example notebook and the tests. Now is ready for another review.

Thanks!

@KilianPoirier
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Hey @victor-onofre , it seems the regular tests are failing now.

It is most likely due to the use of images in your example notebook. Can you try copying the images directly in the notebook without using PIL?
I believe that if the notebook is ran correctly and the image is resolved, the image itself will be tracked in the notebook without a need to import it.

I will also have a look at the docs and let you know if I find anything.

KilianPoirier
KilianPoirier reviewed May 15, 2024
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Only minor comments. Good job on the implementation of tests and the recent changes!

I have a clue where the issue lies for the docs tests, try to add the following line in the toctree openqaoa/docs/source/index.rst, l.306

   notebooks/15_Zero_Noise_Extrapolation.ipynb

src/openqaoa-core/openqaoa/backends/wrapper.py Outdated Show resolved Hide resolved
src/openqaoa-qiskit/tests/test_qiskit_backend_wrapper.py Outdated Show resolved Hide resolved
@AdrianoLusso
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Hi @KilianPoirier! We have followed the two recommendations you give us to solve the docs issue (not using PIL and adding the line in openqaoa/docs/source/index.rst). We have also solved the other secondary issues.

Thanks for your feedback!

KilianPoirier
KilianPoirier approved these changes May 23, 2024
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Looks good to me!

@KilianPoirier KilianPoirier merged commit 7f84b11 into entropicalabs:dev May 28, 2024
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@KilianPoirier KilianPoirier changed the title Dev Integration of Mitiq's ZNE May 28, 2024
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@KilianPoirier KilianPoirier KilianPoirier approved these changes

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Integrate ZNE from Mitiq into OpenQAOA
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@victor-onofre @KilianPoirier @AdrianoLusso @mar-ven