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QNGOptimizer_Hamiltonian #2524

Merged
merged 10 commits into from
Apr 29, 2022
Merged

QNGOptimizer_Hamiltonian #2524

merged 10 commits into from
Apr 29, 2022

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KetpuntoG
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@KetpuntoG KetpuntoG commented Apr 29, 2022


Context:

When using QNGOptimizer with DoubleExcitation an error occurred because the DoubleExcitation generator is a Hamiltonian and there is no diagonalization method.

Description of the Change:

A function has been added to check if the generator is a Hamiltonian with more than one term (since if it has only one term it can be treated as a simple operator). If it is a Hamiltonian, we expand the operation.

Benefits:

QNGOptimizer can now be used with more gates

Possible Drawbacks:

Perhaps in other cases it is better not to expand (?)

Related GitHub Issues:

#2502

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Hello. You may have forgotten to update the changelog!
Please edit doc/releases/changelog-dev.md with:

  • A one-to-two sentence description of the change. You may include a small working example for new features.
  • A link back to this PR.
  • Your name (or GitHub username) in the contributors section.

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codecov bot commented Apr 29, 2022

Codecov Report

Merging #2524 (da13c8a) into master (3850713) will increase coverage by 0.00%.
The diff coverage is 100.00%.

@@           Coverage Diff           @@
##           master    #2524   +/-   ##
=======================================
  Coverage   99.47%   99.47%           
=======================================
  Files         244      244           
  Lines       19423    19433   +10     
=======================================
+ Hits        19321    19331   +10     
  Misses        102      102           
Impacted Files Coverage Δ
pennylane/transforms/tape_expand.py 100.00% <ø> (ø)
pennylane/operation.py 96.77% <100.00%> (+0.05%) ⬆️

Continue to review full report at Codecov.

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@KetpuntoG KetpuntoG requested a review from josh146 April 29, 2022 12:55
@KetpuntoG KetpuntoG changed the title QNGOptimizer_Hamiltonian [WIP] QNGOptimizer_Hamiltonian Apr 29, 2022
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@antalszava antalszava left a comment

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@KetpuntoG this looks like a great fix 💪 Just had one comment, otherwise this is looking 💯

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@josh146 josh146 left a comment

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@KetpuntoG this is a great bugfix! Fantastic job fixing a very complicated part of PennyLane. Like Antal, I only have very minor comments.

doc/releases/changelog-dev.md Outdated Show resolved Hide resolved
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@antalszava antalszava left a comment

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Looks good to me! Great fix 👏 The approval is conditioned on addressing Josh's comment on the changelog and the use of isinstance.

KetpuntoG and others added 3 commits April 29, 2022 13:29
Co-authored-by: Josh Izaac <josh146@gmail.com>
Co-authored-by: Josh Izaac <josh146@gmail.com>
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Thank you very much for your comments @josh146 @antalszava ! This PR has helped me to realize how much I still have to understand about pennylane 😄

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Looks great @KetpuntoG!

@KetpuntoG KetpuntoG merged commit 207074e into master Apr 29, 2022
@KetpuntoG KetpuntoG deleted the qng_hamiltonian branch April 29, 2022 18:48
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3 participants