add slides about week 12
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1 changed files with 40 additions and 6 deletions
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@ -16,7 +16,7 @@
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title: "Implementation Specific QAS", // Required
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date: datetime.today().display(),
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authors: ("Noa Aarts"),
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// Optional Styling (for more / explanation see in the typst universe)
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// ignore how bad the images look i'll adjust it until Monday
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title-color: blue.darken(10%),
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@ -55,6 +55,40 @@
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#let today-offset = (datetime.today() - datetime(day: 10, month: 11, year: 2025)).weeks()
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= Week 12
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Making Baselines
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== Holiday and personal life
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- Holiday was very relaxed, didn't do a lot
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- I have a boyfriend now
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- I have surgery on feb-18
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- makes it hard to concentrate on university right now
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- finished up QCQP course
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- Starting grading of FQI exams, I might do it over the weekend
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== Training-Free QAS@training-free
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- Tried to reproduce, but circuits did not end up admissible.
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- still didn't work with sampling change
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- was not even close, at least a 10x worse performance of the outputs
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- probably missed a step
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- Similar performance in time though
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- Sent a mail to the correspondent author
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== Genetic Algorithm QAS@genetic-expressibility
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- Tried to reproduce
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- the circuits get mixed
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- I can sort on the expressibilities
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- They approximate the curve found in the paper
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- I have done some hyperparameter exploration
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- Still to do
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- make actual plots
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- compare the output circuit performance
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- Also contacted authors
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- While I think I did it correctly, I am not certain
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= Week 6
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The plan
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@ -91,8 +125,8 @@ $->$ Need to keep offspring within hardware constraints
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== Implemented Genetic Algorithms for QAS
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Applied in Arxiv submission "Genetic optimization of ansatz
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expressibility for enhanced variational quantum algorithm
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Applied in Arxiv submission "Genetic optimization of ansatz
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expressibility for enhanced variational quantum algorithm
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performance."@genetic-expressibility
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Does:
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@ -220,8 +254,8 @@ Two main groups:
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- "Sampling and filtering"
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Samples random circuits and uses proxies to filter
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None of the QAS listed find an admissible circuit "in one shot" from what I can tell,
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they all either optimise parameters as part of the search protocol or need
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None of the QAS listed find an admissible circuit "in one shot" from what I can tell,
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they all either optimise parameters as part of the search protocol or need
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multiple outputs to be optimised until a good enough one is found.
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@ -541,7 +575,7 @@ Parts to maybe re-use:
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//
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// chev((15.5 + 10.5, -2), 2, f: lg(purple, purple.darken(10%)))
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// content((25.5, -3.5), anchor: "north", "Writing")
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})
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]
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]
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