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dequantize

Syntologyentry name in harvested coderead from the graph 2026-09-24

dequantize appears in the code Syntology harvested for 11 papers, as 5 distinct code bodies found in 11 places (a place is one code body under one paper). At least one of them ran in 8 of the papers; 1 of the code bodies carries a behaviour fingerprint.

What this page is not. Routines are grouped here by the exact string of their function or class name. Nothing asserts that two samples named dequantize do the same thing, share code, or are comparable; the name is a string, not an identity. Behaviour outputs (what a fingerprinted sample returned on the shared battery) are not in this export and are not shown here; the graph at syntology.ai holds them. "Ran" means executed on a synthesized fixture, not that the code is correct or reproduces a paper.

Samples Syntology

Syntology ran 2 of the 5 distinct code bodies named dequantize; 3 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
0ran · our draft was wrong
0ran · fixture could not drive it
2ran
3unverified
1fingerprinted

Licence is a property of each copy, so it is counted per place: 2 of the 11 places are pointer only (Syntology does not serve that copy's text). This site shows no code text for any sample; every row below links to the file in its repository where the record names one.

“Ran” means the sample executed on a synthesized input; it does not mean the output is correct. “Honoured” and “violated” refer to a contract Syntology drafted from the code itself; “our draft was wrong” and “fixture could not drive it” are failures of Syntology's instrument, not of the code, and those samples did run. The ran count above is every status except unverified, the same rule as each paper page.

Papers

11 papers shown of 11, newest first; 11 places in the table. A paper with no recorded date is placed by the month its arXiv id encodes, shown in the Date column as YYYY-MM (from id). One row per place: a paper whose repository defines the name more than once appears more than once, and the same code body held for several papers appears once under each, with the same status. Titles and dates are the archive's archive 2025-07-28 for papers in the archive, and the graph's for 2 papers added by Syntology. Status and fingerprint are Syntology's record of each code body; licence is recorded for each place. The File cell ends with the code body's code_sha256, Syntology's identity for that exact code: an agent fetches the stored sample with Syntology's MCP tool get_code(code_sha256="…") (how to connect); click an identity to copy that call.

PaperDateFileStatus SyntologyLicence
LongSpike: Fractional Order Spiking State Space Models for Efficient Long Sequence Learning added by Syntology 2026-06 (from id) xinruihe389-commits/LongSpike/src/dataloaders/audio.py ce310b19a858070f ran fingerprinted licence not identified · pointer only
AIRE-Prune: Asymptotic Impulse-Response Energy for State Pruning in State Space Models added by Syntology 2026-02 (from id) falcon-arrow/AIRE-Prune/s5/dataloaders/audio.py ce310b19a858070f ran fingerprinted Apache-2.0 (permissive)
Layer-Adaptive State Pruning for Deep State Space Models 5 Nov 2024 msgwak/LAST/s5/dataloaders/audio.py ce310b19a858070f ran fingerprinted no licence file found · pointer only
P-SpikeSSM: Harnessing Probabilistic Spiking State Space Models for Long-Range Dependency Tasks 5 Jun 2024 NeuroCompLab-psu/PSpikeSSMs/src/dataloaders/audio.py ce310b19a858070f ran fingerprinted MIT (permissive)
State Space Models for Event Cameras 23 Feb 2024 lindermanlab/S5/s5/dataloaders/audio.py ce310b19a858070f ran fingerprinted MIT (permissive)
$Λ$-Split: A Privacy-Preserving Split Computing Framework for Cloud-Powered Generative AI 23 Oct 2023 nishio-laboratory/lambda_split/preliminary/text_to_image_base.py ff12a659812921a9 ran MIT (permissive)
Never Train from Scratch: Fair Comparison of Long-Sequence Models Requires Data-Driven Priors 4 Oct 2023 idoamos/not-from-scratch/src/dataloaders/audio.py ce310b19a858070f ran fingerprinted MIT (permissive)
Differentiable JPEG: The Devil is in the Details 13 Sep 2023 necla-ml/diff-jpeg/diff_jpeg/decode.py e66c126d26b54e6c unverified BSD-3-Clause (permissive)
Simplified State Space Layers for Sequence Modeling 9 Aug 2022 leonty1/deepldnn/src/dataloaders/audio.py ce310b19a858070f ran fingerprinted Apache-2.0 (permissive)
AdvDrop: Adversarial Attack to DNNs by Dropping Information 20 Aug 2021 rjduan/advdrop/decompression.py a9d0f5460a619666 unverified MIT (permissive)
Probabilistic Autoencoder 9 Jun 2020 vmboehm/pae-ablation/pae/create_datasets_tf2.py 599a4b97af909541 unverified Apache-2.0 (permissive)

This site shows no code text; each File cell links to the file on GitHub at the repository's current default branch, which may have changed since the harvest. "Pointer only" means Syntology does not serve that copy's text, for one of four reasons: no licence file was found; the licence was not identified; the licence is recorded as permissive but that copy's record is not marked cleared; or the licence is outside the permissive list Syntology serves text under (MIT, Apache-2.0, BSD and similar). Some licences outside that list permit redistribution, such as WTFPL, and GPL-3.0 under its conditions; they are simply not on the list. Hover a licence cell for the reason. Per-sample records for a paper are on its paper page under "Code Syntology ran".

Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections