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This one is actually still in draft right? |
drdren
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Thank you very much for this demo! It reads very well and shows off the various QRAM methods. I have left some comments that could improve the flow and impact of this demo.
| memory (QROM) <https://pennylane.ai/qml/demos/tutorial_intro_qrom/>`__, where a classical table of | ||
| bitstrings is loaded into a target register; instead of treating the data as a fixed read-only | ||
| lookup table, QRAM is usually discussed as an addressable memory model that can be queried | ||
| coherently and, depending on the setting, extended toward read-write memory access. |
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The reader might have heard that QRAM is "impossible" or extremely challenging. It might be good to address that in the intro to give a sense of how impactful this demo is.
| Efficient data access is important in `quantum machine | ||
| learning <https://pennylane.ai/qml/quantum-machine-learning/>`__, search algorithms, and `state | ||
| preparation <https://pennylane.ai/qml/demos/tutorial_initial_state_preparation/>`__. In this | ||
| demonstration, we introduce quantum random access memory (QRAM), a data-loading model that addresses |
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The importance of QRAM could be emphasised more here; many quantum algorithms such as those you have mentioned assume the existence of cheap/efficient/simultaneous data loading of (large) datasets. QRAM is the data loading approach that could enable those algorithms.
| learning <https://pennylane.ai/qml/quantum-machine-learning/>`__, search algorithms, and `state | ||
| preparation <https://pennylane.ai/qml/demos/tutorial_initial_state_preparation/>`__. In this | ||
| demonstration, we introduce quantum random access memory (QRAM), a data-loading model that addresses | ||
| this problem from a more architectural perspective. This is already familiar from `quantum read-only |
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I understand that are you introducing QROM to make QRAM seem more familiar, but this sentence construction seems to imply that QROM solves the data loading problem from above. Why isn't QROM sufficient to load data?
| lookup table, QRAM is usually discussed as an addressable memory model that can be queried | ||
| coherently and, depending on the setting, extended toward read-write memory access. | ||
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| """ |
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Please double check the citations and bibliography!
| bitstrings is loaded into a target register; instead of treating the data as a fixed read-only | ||
| lookup table, QRAM is usually discussed as an addressable memory model that can be queried | ||
| coherently and, depending on the setting, extended toward read-write memory access. | ||
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Is there a particular call-to-action that you'd like the reader to take? E.g., try out these QRAM methods to load your data, or read paper X to see how QRAM is used in reality, or see how QRAM's resources scale up as the dataset becomes larger?
| "title": "Intro to quantum random access memory (QRAM)", | ||
| "authors": [ | ||
| { | ||
| "username": "dren" |
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Please list all authors' PennyLane usernames here. Make sure that the PennyLane accounts have profile photos and that the bios follow our guidelines that I sent you.
| "type": "thumbnail", | ||
| "uri": "/_static/demo_thumbnails/regular_demo_thumbnails/thumbnail_qrom.png" | ||
| }, | ||
| { | ||
| "type": "large_thumbnail", | ||
| "uri": "/_static/demo_thumbnails/large_demo_thumbnails/thumbnail_large_qrom.png" |
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We will create thumbnails for you. Do you have any ideas? Thumbnails must be very very simple because they are tiny on the screen but must (a) capture the essence of your demo graphically and (b) entice the reader to click onto your demo. Check out our demo library to see which thumbnails you like!
We will have our illustrator create the thumbnail for you, but do draft it for us.
| "uri": "/_static/demo_thumbnails/large_demo_thumbnails/thumbnail_large_qrom.png" | ||
| } | ||
| ], | ||
| "seoDescription": "Learn how to enter data into a quantum computer with a quantum read-only memory (QROM) approach.", |
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Do you have a good description for this that search engines will pick up?
| ], | ||
| "basedOnPapers": [], | ||
| "referencedByPapers": [], | ||
| "relatedContent": [ |
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Any other related demos that you'd like to point to? QROM for sure.
Co-authored-by: drdren <104710745+drdren@users.noreply.github.com>
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