ZNE demo using catalyst #1207

natestemen · 2024-09-05T06:54:00Z

Title: Digital Zero-Noise Extrapolation with Catalyst

Summary: A simple tutorial walking through how to use the latest features of Catalyst's implementation of ZNE.

If you are writing a demonstration, please answer these questions to facilitate the marketing process.

GOALS — Why are we working on this now?

Promote the capabilities of Catalyst.
AUDIENCE — Who is this for?

Quantum application scientists, and error mitigation researchers.
KEYWORDS — What words should be included in the marketing post?

Error mitigation, JIT
Which of the following types of documentation is most similar to your file?
(more details here)

Tutorial
Demo
How-to

demonstrations/tutorial_zne_catalyst.py

vprusso

I know this is still a WIP and some of the chunks I made comments are are block-commented out, so happy to take subsequent passes on this as it is developed!

vprusso · 2024-09-06T11:34:11Z

demonstrations/tutorial_zne_catalyst.py

+1. an example quantum circuit to run
+2. a way to execute circuits
+
+The circuits we use here will be ..., and the method of execution will be a noisy simulation


The circuits we use here will be ..., . Is the ellipsis a placeholder for types of circuits used?

Yup exactly! @cosenal is going to fill in some of the code, and I wasn't sure what he was changing the circuits too :)

demonstrations/tutorial_zne_catalyst.py

vprusso · 2024-09-06T11:45:01Z

demonstrations/tutorial_zne_catalyst.py

+print(mitigated_circuit())
+
+##############################################################################
+# But there's still a big unanswered question! _If I can do this all in PennyLane, what is Catalyst


This is actually a great question and one that took me a while to thoroughly understand and appreciate!

Co-Authored-By: Vincent Russo <[email protected]>

------------------------------------------------------------------------------------------------------------ **Title:** How to implement VQD with PennyLane **Summary:** **Relevant references:** **Possible Drawbacks:** **Related GitHub Issues:** ---- If you are writing a demonstration, please answer these questions to facilitate the marketing process. * GOALS — Finding first excitation energy is necessary to model reaction * AUDIENCE — Chemistry researchers, beginners in quantum computing. * KEYWORDS — Quantum Chemistry * Which of the following types of documentation is most similar to your file? (more details [here](https://www.notion.so/xanaduai/Different-kinds-of-documentation-69200645fe59442991c71f9e7d8a77f8)) - [x] Tutorial - [x] Demo - [x] How-to [sc-64060] --------- Co-authored-by: Guillermo Alonso-Linaje <[email protected]> Co-authored-by: soranjh <[email protected]> Co-authored-by: Ivana Kurečić <[email protected]> Co-authored-by: Ivana Kurečić <[email protected]>

## Changes - FIx metadata URL

See title change.

…1184) ## Ticket - [sc-70154-update-qml-readme-to-highlight-image-standards](https://app.shortcut.com/xanaduai/story/70154/update-qml-readme-to-highlight-image-standards) ## Changes - Add instructions to `README.md` about image standards to be followed while writing demos this QML repository. - Requirements sources from this [doc](https://www.notion.so/xanaduai/Image-standards-for-web-projects-264c09e45a8941a597918b878a2f1a5e) - Since QML is public & the notion doc is private (accessible by Xanadu only) added the relevant standards in text form in the `README.md` ## Preview - https://github.com/PennyLaneAI/qml/blob/2e9da1bb2bef3cd8a2eb504459f686ab20b9ec0c/README.md

cosenal · 2024-09-19T14:45:18Z

@josh146 @dime10 @nathanshammah The tutorial is ready for review.
(I am not the owner of the PR, so I can't change the title, but please ignore the [Draft] label)

…d/qml into zne-catalyst-tutorial

ikurecic

Thank you, @natestemen . I've left some comments and suggestions for non-technical aspects of the Demo. Please let me know if you have any questions or concerns.

After you take a look at these comments, we will still be missing @josh146 's approval, and then it will be ready for merging and we can coordinate the launch via Discord.

ikurecic · 2024-10-08T16:26:00Z

demonstrations/tutorial_zne_catalyst.metadata.json

+            "id": "alessandro_cosentino",
+            "affiliation": "Unitary Fund"
+        },
+        {
+            "id": "nate_stemen",
+            "affiliation": "Unitary Fund"


Hi @cosenal and @natestemen ! We've actually had a recent update and your author info will get pulled from your pennylane.ai profiles instead of the repository files. That way you can update all the info independently, without making pull requests, and add additional links and other stuff.

Could you please alter this section as follows?

Suggested change

"id": "alessandro_cosentino",

"affiliation": "Unitary Fund"

},

{

"id": "nate_stemen",

"affiliation": "Unitary Fund"

"username": "username_here"

},

{

"username": "username_here"

You just go to pennylane.ai, create an account (if you don't have one already), and then set up your profile(s). The information that gets pulled is the picture, name, and headline, but please feel free to add anything else you'd like.

Please let me know if I can help.

@ikurecic do we also remove the files in _static/authors then?

@cosenal , yes, you can remove those files.

ikurecic · 2024-10-08T16:26:07Z

demonstrations/tutorial_zne_catalyst.metadata.json

+    "dateOfPublication": "2024-09-09T00:00:00+00:00",
+    "dateOfLastModification": "2024-09-09T00:00:00+00:00",


ikurecic · 2024-10-08T16:44:50Z

demonstrations/tutorial_zne_catalyst.metadata.json

+    "previewImages": [
+        {
+            "type": "thumbnail",
+            "uri": "/_static/demo_thumbnails/regular_demo_thumbnails/thumbnail_qrack_catalyst_integration.png"
+        },
+        {
+            "type": "large_thumbnail",
+            "uri": "/_static/demo_thumbnails/large_demo_thumbnails/thumbnail_large_qrack_catalyst_integration.png"
+        }
+    ],


demonstrations/tutorial_zne_catalyst.metadata.json

demonstrations/tutorial_zne_catalyst.py

ikurecic · 2024-10-09T09:10:39Z

demonstrations/tutorial_zne_catalyst.py

+# The probability of error is specified by the value of the `noise` constructor argument (or
+# the `QRACK_GATE_DEPOLARIZATION` environment variable).


Did you mean this?

Suggested change

# The probability of error is specified by the value of the `noise` constructor argument (or

# the `QRACK_GATE_DEPOLARIZATION` environment variable).

# The probability of error is specified by the value of the ``noise`` constructor argument (or

# the ``QRACK_GATE_DEPOLARIZATION`` environment variable).

demonstrations/tutorial_zne_catalyst.py

ikurecic · 2024-10-09T09:59:52Z

demonstrations/tutorial_zne_catalyst.metadata.json

+    ],
+    "seoDescription": "Digital Zero-Noise Extrapolation with Catalyst",
+    "doi": "",
+    "canonicalURL": "/qml/demos/tutorial_zne_catalyst",


Suggested change

"canonicalURL": "/qml/demos/tutorial_zne_catalyst",

Removing due to today's repository update.

demonstrations/tutorial_zne_catalyst.py

ikurecic · 2024-10-09T10:11:39Z

demonstrations/tutorial_zne_catalyst.py

+# whenever the device of choice is not supported by Catalyst. To help,
+# we conlcude with a landscape of the QEM techniques available on Pennylane.
+#
+# .. list-table::


The resultant table doesn't look super perfect in the preview, in case you want to tweak something with the widths? Or even use an image instead.

Regarding this table, Romain mentioned on Discord that those zne functions in Catalyst are not yet differentiable. @rmoyard is that still the case? In which case, should I remove the checkmark from the Catalyst/Differentiable cell?

Co-authored-by: Ivana Kurečić <[email protected]>

cosenal · 2024-10-09T15:04:41Z

demonstrations/tutorial_zne_catalyst.metadata.json

+    "previewImages": [
+        {
+            "type": "thumbnail",
+            "uri": "/_static/demo_thumbnails/regular_demo_thumbnails/thumbnail_qjit_compile_grovers_algorithm_with_catalyst.png"


@ikurecic are those thumbnails just placeholders?

@cosenal , whoops, I mistakenly put the wrong thumbnails in, thanks so much for noticing. I'll fix this now.

That should be fixed now. Thanks for the tip.

natestemen · 2024-10-09T19:27:47Z

demonstrations/tutorial_zne_catalyst.py

+##############################################################################
+# About the authors
+# -----------------
+# .. include:: ../_static/authors/alessandro_cosentino.txt
+#
+# .. include:: ../_static/authors/nate_stemen.txt


@ikurecic should this stay here, or is this created as part of the build process now?

@natestemen You can remove it. It doesn't cause any trouble to keep it, but you can remove it.

ikurecic · 2024-10-10T10:55:54Z

demonstrations/tutorial_zne_catalyst.py

+Using ZNE with PennyLane
+------------------------


Would it be possible to either rename this section (for example, 'Demo overview') or simply put in an image (the OGthumbnail at 70% width) instead of the section title?
It's quite a confusing structure for readers as it is right now.

I agree, good suggestion. Done in bc166cf

demonstrations/tutorial_zne_catalyst.py

Co-authored-by: Ivana Kurečić <[email protected]>

josh146 · 2024-10-10T18:39:19Z

demonstrations/tutorial_zne_catalyst.py

+What is zero-noise extrapolation (ZNE)
+-----------


Suggested change

What is zero-noise extrapolation (ZNE)

-----------

What is zero-noise extrapolation (ZNE)

--------------------------------------

josh146

Tutorial looks great 😍

josh146 · 2024-10-10T18:39:47Z

demonstrations/tutorial_zne_catalyst.py

+recommend reading the `Mitiq docs <https://mitiq.readthedocs.io/en/stable/guide/zne-5-theory.html>`_
+and the references therein), let's first review what happens when using the protocol in practice.


cosenal and others added 2 commits August 22, 2024 18:11

Stub for ZNE Catalyst tutorial

e00303d

add description of protocol

1db073f

rmoyard self-requested a review September 5, 2024 15:39

josh146 marked this pull request as ready for review September 5, 2024 22:40

josh146 changed the title ~~ZNE demo using catalyst~~ [Draft] ZNE demo using catalyst Sep 5, 2024

josh146 reviewed Sep 5, 2024

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flush out initial workflow; lead into comparison

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natestemen and others added 12 commits September 7, 2024 08:59

Suggestions from @vprusso

faa3c18

Co-Authored-By: Vincent Russo <[email protected]>

fix-tutorial-vqe-vqd-metadata (PennyLaneAI#1200)

25e95e1

## Changes - FIx metadata URL

Fixing incorrect title of Demo in metadata file. (PennyLaneAI#1197)

1a2ccf1

See title change.

Landscape of qem techniques in pennylane

645e763

Merge branch 'master' into zne-catalyst-tutorial

bfefdf5

example with mirror circuits

af5773b

zne in non-catalyst pennylane

b6aa337

measure running time

6fd8aa4

better explanations

231c26e

Merge branch 'master' into zne-catalyst-tutorial

dea771a

vprusso approved these changes Sep 19, 2024

View reviewed changes

cosenal added 3 commits September 19, 2024 18:20

reformat demo with black

2e64d80

lock poetry file

5d44c20

opencl in github build

297bee1

natestemen changed the title ~~[Draft] ZNE demo using catalyst~~ ZNE demo using catalyst Sep 20, 2024

natestemen requested a review from josh146 September 20, 2024 14:48

cosenal added 3 commits September 24, 2024 00:07

Merge branch 'master' into zne-catalyst-tutorial

292d20f

disable opencl on qrack device

6ff56aa

Merge branch 'zne-catalyst-tutorial' of https://github.com/unitaryfun…

b9478dc

…d/qml into zne-catalyst-tutorial

ikurecic reviewed Oct 9, 2024

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cosenal mentioned this pull request Oct 15, 2024

ZNE in Catalyst blog post unitaryfund/unitary.fund#604

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cosenal mentioned this pull request Oct 24, 2024

[BUG] One-shot ZNE returns unexpected results PennyLaneAI/pennylane#6440

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ZNE demo using catalyst #1207

ZNE demo using catalyst #1207

natestemen commented Sep 5, 2024 •

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		"dateOfPublication": "2024-09-09T00:00:00+00:00",
		"dateOfLastModification": "2024-09-09T00:00:00+00:00",

		# The probability of error is specified by the value of the `noise` constructor argument (or
		# the `QRACK_GATE_DEPOLARIZATION` environment variable).

		recommend reading the `Mitiq docs <https://mitiq.readthedocs.io/en/stable/guide/zne-5-theory.html>`_
		and the references therein), let's first review what happens when using the protocol in practice.

ZNE demo using catalyst #1207

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ZNE demo using catalyst #1207

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